From 572cfdf7e79033f74d76d1720055716f091f9052 Mon Sep 17 00:00:00 2001 From: SahitiSarva Date: Tue, 24 Oct 2023 07:59:15 +0000 Subject: [PATCH] deploy: 902427dff9a2e270289a597a414b61c4d497ee0e --- README.html | 4 +- ...4a33edd15d884f6035e4a0b50da6a624ab7ed0.png | Bin 711125 -> 0 bytes ...74c807cb9be0631a1a85f9deb4c8f9cbfe6b83.png | Bin 0 -> 44291 bytes ...a47ecc64c19ab841ae12f39d5c60acd03d412e.png | Bin 71627 -> 0 bytes ...c25b85cdedbfc881fff785419ed1f06bdd9ba9.png | Bin 0 -> 64878 bytes ...679b4d53b027cfc4b51ce568bd24f0384949b6.png | Bin 0 -> 183556 bytes ...d5afecd8d74ebb45c2c216b8f7369c2be280c5.png | Bin 0 -> 67700 bytes ...5186aefe2b61b07cb211ffbd285d67b4083465.png | Bin 183441 -> 0 bytes ...91a9b7f1a8b299719aed313f8f14e870ce0a8a.png | Bin 0 -> 91523 bytes ...785d57a04a05d2ae928c990fe7f3614e984548.png | Bin 101638 -> 0 bytes .../01-business-activity-trends.ipynb | 66 ++- .../earthquake_intensity.ipynb | 223 +++++++- .../notebooks/population/settlement.ipynb | 523 +++++++++++++++++- docs/drought-eo.html | 4 +- docs/drought-howto-characteristics.html | 4 +- docs/drought-howto-spianalysis.html | 4 +- docs/drought-index.html | 4 +- docs/drought-summary.html | 4 +- ...undational_datasets_and_data_products.html | 4 +- docs/introduction_to_data_goods.html | 4 +- docs/morocco-earthquake-strategic-brief.html | 4 +- docs/team.html | 4 +- genindex.html | 4 +- .../01-business-activity-trends.html | 47 +- .../business-activity-trends/README.html | 4 +- notebooks/conflict-acled.html | 4 +- .../earthquake_intensity.html | 58 +- .../google_trends/Morocco_GoogleTrends.html | 4 +- .../meta-network-connectivity.html | 4 +- notebooks/ntl-analysis/README.html | 4 +- notebooks/population/affected-population.html | 4 +- notebooks/population/settlement.html | 125 ++++- notebooks/premise-survey/premise-survey.html | 4 +- notebooks/visualizing-drought.html | 4 +- search.html | 4 +- searchindex.js | 2 +- 36 files changed, 945 insertions(+), 179 deletions(-) delete mode 100644 _images/1d3314a9b9f0a22b734bf715bb4a33edd15d884f6035e4a0b50da6a624ab7ed0.png create mode 100644 _images/373e48de0d47f7d5903fdfc93174c807cb9be0631a1a85f9deb4c8f9cbfe6b83.png delete mode 100644 _images/3d3d41f67abf3bdb27ebfb6762a47ecc64c19ab841ae12f39d5c60acd03d412e.png create mode 100644 _images/a787c59650181716d6e109ad80c25b85cdedbfc881fff785419ed1f06bdd9ba9.png create mode 100644 _images/da3879ba205a542f26d5fd9f4a679b4d53b027cfc4b51ce568bd24f0384949b6.png create mode 100644 _images/de6507722a90dc980e1aca77ded5afecd8d74ebb45c2c216b8f7369c2be280c5.png delete mode 100644 _images/dff4368246aa960b70260dc4155186aefe2b61b07cb211ffbd285d67b4083465.png create mode 100644 _images/efb7ccd1d9a7ade196557313e191a9b7f1a8b299719aed313f8f14e870ce0a8a.png delete mode 100644 _images/fe7ee7754df974004e2b7eee75785d57a04a05d2ae928c990fe7f3614e984548.png diff --git a/README.html b/README.html index e13a2cd..9266ca7 100644 --- a/README.html +++ b/README.html @@ -69,7 +69,7 @@ - + @@ -553,7 +553,7 @@

License

- Last updated on Oct 20, 2023. + Last updated on Oct 24, 2023.

diff --git a/_images/1d3314a9b9f0a22b734bf715bb4a33edd15d884f6035e4a0b50da6a624ab7ed0.png b/_images/1d3314a9b9f0a22b734bf715bb4a33edd15d884f6035e4a0b50da6a624ab7ed0.png deleted file mode 100644 index bd57aa907231eaacf0305f725ce9c985c76480d4..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 711125 zcmd43cUaHu9|!s=5~4&Yp~#As(jYCA5G~r%h=zuCDP=@TvMNNSR4NT4?S({1TH1T> zt))7zn`iu<>zx12IoCPg>+|0)!h9P{ z?Ch*hL@ZzhX!CfZJ<>mk1plAB$?AR|e0EgbhEhH+3?smRm@-keQWr;dXD4 zyQ?FTuWf!_dF-`Y$e>@!0kQPMVjDMlObn*ce);-n*SVVNYUhq8;a*-IUjKcW-HME4 zkd^z-Ys@OYNs9SDFV*Fzhl2n6n=h^lIVu0=_vB7|V9(gb{hwFN$z=_z{_|GM6+0IV z-u&--nXzA;`0rcEiQdY+_@8&;4&(Ur*I}s&?b)+Og(a_bo3wORq|d=EUxUP%nwy*1 zg-$J8$Ea|O?M961{{6I^&TY&hmUZlxE?qJyeZE9`s%=%Wh_<%2)6eR2B{Ax}lQT1$ zBqTTlvwztv_fMI&sCoOvTtDf|mwS%|9tR!t<#2v5+!16IfA{tI+IP#xdn*<4Z?C`m z@S)ZwK~BT)8sQu3K#(9bI&p{PRVM@>^J0 zSd41kntm=S%Im3!eRXMe`mw-D_517hI)u8-{CuICEFe8Md3yI#rH}dfr+dny%^tVr z`-LC4!T7nL;C-Osr6rjLeh(h7WK6dB;43k?rJ5mGZZq8c{L6#HEcW;Qh^y#Uih6To z#PH48S2llkJx2v1Z1;!TCjf$9-KL2{UI$XieCxcZ^?!@Z97T^n=%;8UK zQ|6|7PYOR8>Q8QLsY|uhO14}d79K8SS+`qGL7}xN_bM*A`0}-4A2TN!e71$SzK->9Jg#1U;3g6UQ!g zp1riJOz7OVb$YlAlig7v-xCaFjs{DvxqJ7nXa;LVltX__%2Y>C{S|Tb_BX}S3n)H= zjL9n_OBOHANvbsPnV%hWe}VPD`rze=H~l-Ub0?SvS_}O`Lbz()S@_T~tPb6Gb&;t4 z6SI>$*}r3Te|@rNRehR$Y_+}+(>_1c&r&7t2rPB*#bRX*o|D5a;?Kl`e8@E#bR4X^CQ+sE(? z7OEQ$Iy(&1-4r$d5o*<#Wm$$F^Om~!v*`xcr4;r&lmV{4>qA9{k6>2Ltu?!LS~tnQ z)JaL5sGYl+OHQTWd79gPxgK)Y93JI{hTjeBv1FGe|e00><<1~|8IeA zI_g)hULF3SYqgP&Z`nk>BbUp>fPR1PuVfB!%XKXB`|fW&CNP~QGugD@d1PeR#fgFM zCf=MUmvKq23lg{bg!M>66$bEsxVuT=J2ug^Yu6~A9&YCk*Ox!s>o_3KYp$pF#AUgj zNltoLOj`VrW5@E+?0YFnF@P`n-j637zKi&E-ljCU3Vd8^m2uf+yyux>pn%h_;e7MA ze3~)X^r%v_$qg>N2mLtp%krKrRbh$vlu+W+td^F{o1mnV;q+=cbtM~{rkOMr(aV65 zHOm$)W8X<(b*M(sEnG-eO_Eu~{se=}M2CKzW$SjYpsXi{PA*#`{Jh}0a8G3d*Fe^c z|2Ewx35{z7Sp73QZ{EKBDe>fo#8Y`o?RDhj7B)C{uGe#{w_nV} zl+bZ+Cem@RL4~FLb$UW}-M3BLX=DG~llR?rF}X?Db1uhrxlP->HLn~vwc00s!|}+Y z`;?Rz1NgMx-!RsEkz`&;%d>Z9v*Kf3ef5xeoVsVdB|Wuy^Jb&6$YbjFtd1E*iPzh$ zx_AHntBVtsI_jlChj!Uq!<}{ zkUQ-yyYE5DIQhZYmgQ5H69e_T9s1a_rh9mk+Q%M?n%@Zu(*3X{J>%x$*RNkE+V^T4 zeJrv>yw3WnuDLpQSfRgClx^=G*@VhUBh&cv8J!!sryY&{>ZdXCM~~i`o(Yrp8Omcb zbUGGQ*(+p}_?zfAqhTX2^T+0W za#pR(S!1P&mfi0x>vf*>zpd?mDB~_ocJTM_D(DZ-js=N14WxG7dGx3|;N7GPuGh6C ztD5X2hKKXH!p{{4zfg}|edWrP@2R%uupQ;}2e5^6P)$~>U%y;NMg~iRvGLN3#iRBD zGzx5E>+uTBO&c~)=(t@CnR`hI4l0U_Z%iIPVHd*Tdr)%p>n@X$FuGsAeyL<%avSTdWWs8?8piYa%a`qrA%++GlQ@lU z`}t{hvT<$tF+N&rmAz3wfYDE8ZnsX7nP*OpEEd|@Ra=h^nLd?OReXJKYKQj~PAQj^ z2wRD#Ubk-_%)T^R7wL{#!C4q^^!|ef*P@R{h2c6ZW@J2QZN0N5*~)KzZXz3fZiMH) z`FWK}Wqdvjg&uPtMA~h|x^=hkZX2Ye^!2xH*+R!8^J^!EsM$hXjE^5b8Vxn&J`^#% zH_d%)c(i4-ScaZLM@^42uS>Zg-7ikY%VL)-@fBHJc&_B!rK0VRAGG49FLM-U-ezADT zl6|O{)~&wcEhwfch5b7c%o`WvOb)je@+qD?xzWIV*8Z(kBj>(-`xY->F5mg>>F{)K zLU?FsX!*#m@k&E>nM;zVPMtE^$&S0~yLTXEfy}R=1KR1?`=w|4cGbC#7Maw(p}NVIPNPNQ^#(mV;@h0-UTW{6az6R46*^zF zQ^e#uH8(d$ZmEImu)G%EYD&Jc4F^~9{O~FQv$k$sl#n$YQ+sX!B{?_Q%2{bJEb()H zZ|=zEty}kpmu%RvV=3vD`CRVHVk>l>Nm53*6`bwAfPL;hed=pk7Wqsy{2)MMjsllk z+pF{P#qR0#x1C2jp4oPOTfB7Xh|WanrQ4iR-dHL1=9#^|UPkQ&{_G+qD|&v!FIoWl`aYx-a4cDPu`jqDDYgce^cw;Bn z^;IzoW(-}a?R+LUkkZPSP^iM|+I5K}O{dZ>Sz zKkFMHBP%u3n~?2NH$mf{Q0Y1=-QChV;qM)+ASWli>Ni0MGb;sXx^xwO^e(zE$bueqD{O!ST)msO{>j2MaWw9^HP4R`L z3=DavUU`+6JOC(;Hl7~(z*Jva-R~e;Tr53v^q6DE*EN14#%IqS2^7%ZykUcEgZsSO z;Uh=xO-?#J5;peMxn35f9NS&|WX~ob61CC3+T?^fhgyq~f%L%wG}^Y0H&+R}PFmZ~ z0p0PQ{&eduic&%DRr)Q`(gwk}>NFd?!#;zJwAg3&*QaX&qHj9(Smdr%_N)dFW*eGi zDIg=w20|dP#h95dNIbQf9y3kFZ73gSTq7*!^0RL{fL!zwX*V54PDvj9bO%;SE!k54 z3wm0m`dv3O5snCaaV00G0Iz2J1Hk>8zP|q0QzuyDnW=kEpXv`d-wg=ZibZ!1TOuJp z|J19`bF(uM0FOPt=sBHar+@bI%FIoMZ{D)y3vkkN%lb50*+t7aP7FxsGjd7440fl^ zbbNhuFF1H0;4C&Vt?XN!IN-9hBE_ReAK<5#P|ofCn&qtb#!o~$G$zx~VXzSmI{k7}tS8Ltm-i%!wzU1wx zHV}&oimi4M6_Q{Z#;Ppx2XC=&eD&%TPFEmSGa=x`3!V}akr6c3iw|aiJWBz@$rr#Q z3visIB-(U7b;K$J&#Nz(DN~k-Zl47iIKp2Dn*JP+WhE=?mJs*3R9v$H)QyU?SlqCC z{{HQ%!Hx~i3b-_2%AZ^Ee70=aBL8!+QE=5ZCA-*jGAQFAw|&GtJv~>hUcD7SjrDGr zM3ui)WxRf&zOfxZy&~$b_IxCxn@mthdnl6Dt{n$39jpkI1OIv zxk09jFlvr-->dvH08aNFKID0Gu2>^58)c-;U(?|3-ocFHxIbIbY3?gaPsuG?bhUPB z;9g+hw(Pm-*xDprR~da1DXrj^%HzZ4F=2k~eGcjC_Sndw5Jw2eSk#Dg*CfTd&d*Mi z#_R8;*|6y9zN1_3r|F@v-~Y0itZ?cMZt7uI*Nkz{W>o&Cz* zT@f1ycBTdbeFpWR^tG`f%?69wclPNWdU~DTTm57NP%!V|YzqL&%8Rc|G+Zq1JPitN zj0R6Dn`YO|t^4l$-LWyd>dcGDbvA|kw6fC^gMz84sXfA^%!pakyr>;2Kd$@*3sLH4 zF^bGK>NzetL8tZx^1Zh|ew1@=xw)-;d^wl2-t>6yHgqxjSaC6{hL-}ZHThc-RGGn{ z*LDAh3xW`!on{vezzu|;P=3+J%WH9R@u~0<9;=Mu>(f&#xY@uD)_cX}<;Yq#t%&jG z@#ap*81b$>r)b+ax#wO^g`)RCdNgVr5*@rk_m!1e~W3H@>D z2++roN<;UXMQ3dlE7KjVXf`NI4qvOaORpF3VG~?Um8RL7Pt6Qw7slORx^(GB6OjU7 z!SboR-aFut$@VF?Ye7?a!GvNZC+ci%nsR9NT>SY`my;AEQaw?d%Abq z{Dk}bHi@T7)MqsM{#UNfjcfI!=YQFfop^iQ_8UxG0neXro&xlV063tP-KreiH=1Q9 z@pJ@8!Y7P}?8m9*8(f=3Mb%H8K5bn7LX}ol!oFwo;lqb}gjq8?w<~K`%Boi+b7vW5 zJEUjU_1n5_JrQXT`+4H9uvWah^y zwS$I+2HUWMd7ZD1&vC9#{MxTSS_JpfoYrPCMuTWQ9vb_yDYLBm#MQM8oSbY-57^En z*KXOpTZ=lRqH<^5ZtENis8(5|2v z&f<_kA@}#!mI&K*sU(|b&(Ec&xr?8#YI^lGeK3oc@IpDjupXgo_xZUV2`;xWRc2=G zRGSEiBG#kUnUZQF87rB8ci<+s3&wP|1^4gW;_7K=%o+ z7C4qx!l?ef`vdjq7bT76MhXS#Ji5kR_SpA4kdVS@gL!SG+9CoCY;-#woeNeiRR1+y zkNx~8clq70&@RzRz1H#FwfzpM(><|t9!DSU%(ZC1o?htDWhYUcWFDxHmB*!JcxY%2 zc!hK!(VcD9yGbuGYuM8Jpaq<^VnY`S!hjG#J3R*mOTTT=RAKXQ9r?1&_?tU$m{f<% zbXPd7?EV7>q~aa#hV{ODIcxW9JT$?ZUVaC5{Q91elP6D_c_dFVD6UzvhFdLlv{9Yw z#@pas+!1gzS=l#$JSD*QS0k{IV? ztHuWYodPYFT(f5e_9i=nxUoJ}+QzT@ZtSx-$~(j;UX~2^$>tk$9&gPm3O3y_OVX)e zV}{t!^sbR<02-`zE^dm zS!UY!sCd}5_mu2|8;d`I!vF?B;VP_orGJ~WHX_f@~4l||DU6wAzzFa=JKu3(LC zjjS-s%&O{6GtBIXiFK{5T3N8P0kW9X8J<#Nz``9@%S=SJIMZc(2QCH3(n1fYsE4sF@_%hSaQ%h-ljIyL z=LyLy>;8n-@s}B*t>kw&&Q7Pfu|`+!7$rVb3@G^Xeek>4!s3xu@&4qb{siYmgROaxgG4=8iMiy3O)Lo(CJSpMVc&h zL{{+#6A)K?yvKHHX=&+B5G_61B2mlH{rmS@7xE`lLv>c;Jr&2@xj^nXL`<5*vZ1IF z5=I$8m&UI5jAby!br-S%(*Z4vQ@OOIP)lvt!UYPr)F&hReumIfwdD}S^z19tsiqSB z)Uxi6Xub>LG#Ds@bdJW93*owfquf`Z2(UY(uSd7@QP7;GhCZ%R4h6m6$>HlX-5n*> zp`f6!fO`Mo15xQ{C@eV-2th=nW#8+-=keMvmp36JEFe7w7%xWuNnl?Lgq2(~?Tn{| z>bYlxPokbt9&2`;O|j2oqOf{A!*~+GjL`Qa+`t!hyG@G_2{2^-SH8s~Y^&&Ou01x- z_qU^vOk>XM?uAU*%Ga`_=_)eEmP?> zDcoL29euK!85~y*C9htZq0pwMd^;t7UaKk1mc0gmetDevF! zKVOxY8^;;jmpb!ltyL42xe5y%AkDZ|JU+AMoU*(xhv*UhT5N{;4mW5BJ!z<|Qt^KH z7~)NIeSdbfc5I~Qxpx}$_>yERL%;6XnF)H8u_^z+K+P?^HoMnVWx4GI$|AqA0ooG- zo4|=;p-{5{s~u`q+3-a;NA)`$U0fsp>s%Y81FNdE+S=N3nysClC_{wIKkX;gVQYXc zZ&tsPApF!GH7gio^ySgEJpnSS@WG9h7yT7r7V%o%le!;RcA%l@$n>g~#o z?Y3!KOwiKX^VOvm1~3|k+JV)O&z~50=T7MDi?xx*)+S7eov&I!C87hG?QpIprVAzC z>f*xSlvY4b0fh}cRxrI>3e-V)NL)I17!vCu%1>xN|7stJvu4gS`~m{;<*ynPbrX0K z10FnRv%lo5M{^tO!R40cI(Bxix;j1kuj4Tt7D0No3r@HO4P=ZeQSwZD_tCDpYm==M zE?tr)Ylg}h%$~oE+YmiE(O-L`ukSo`3fZSW0pVKlokdg~$g)8t1jh>c5t-SsRcdN# z8IcSO3ld~*|XCr^sZ$PQtRC3 zXS+ak^A`-XZxla7{poLPd4Y~;aLppkNQ@*MJ(u8W)}8MEAvBJx|PuE!PIz9 zaB60?>xY1Axd}Ca6Cc0IA3?|NL$AflD=p1Q>LkOD1=bf!&UBYX7;v49ii$ctHPTLb zphqr8S7kf#ZKUU5&Wvb(%-YKgGEp(HoG;Dt7U;r~f(H~oy+`HIDA(?63-~LXg((K> zc=lwa3F^@de*S!@&Z*Vcpp3AE*;!C9e$j-|+kU<4wmZA(RSrYz83tNRr%RzRYJTr2 z?Wfyc!zi!1)8zYx1XF-@`lm|tIktN_FHN4LJwn)4& z6z#)u+|>A+{*4cp2~O*gP`rJ2K&^V(=6mSAp@|84>ZN}A4~qu)BRlPTPT0?B8oITM z%>#aY@M7MyBdNigC!v8>r6)5a0dk%<7%3>kSXaq{;o;$j!p2Jh8gGHf=kQyoH#AO$ z#SD&njN0F*KL6?Y;rm7+9Q7S!H^CW+S9XT+amejt>f6~8bgA+LLoV5B`=-1TCD`! z;;+0y#~_fR2WYNVNE|}Sn{%KMJF}}KoL+je>8cq+orauza`)}M1C&a6%vXB>T6um& z@Phc@Vx_26Xvu1wSg;e8aNI4K7GaSY^hoH(nbQo$t#xabSaj~&lYKZ0NbtmdOHsSL z+t5UW!*y<|lNc3sw7Y=fEcth4(p`()Km5ZF$n2-fu@u@h@x9H(GV>>{wl`cE9qlOk zP?Kc-%C=KUbVIuj2uV_V54lT8e8o}|PaZd@2SfZyvp8U{o#7-z)Th;N1%Tt^&>(17 zl6dT;77JS9O?rf0eiPP^vwwPAz(0;&FtXsuJXPLc11KOlVpmZKJvc^1dmSS^E-ejZ zQu8)iLGftd*`mkMqdRnqX@c{kVE&lN_JNfh0E8bxPl{5zyh-!v`Za5`&8TfVcdEFR zJZp1UwpQ%ua-Os+BLZv1&dVAZh3cA57W`PR9;X~4U6pFP&A_F5i~VD-CUWa^8v-2a zrEr}oZ-bRP45Db{*E(suzz= z_Pr_oo^s)|B%pTHI}2UU(Gh$1ln!jKqf$|V##<)Ljb$#z=on`!8x%BZdUZ7(&@7|d zK(xUy_rM^_v?T;doh=Ubg@St$g$HX)=&6ML(xM=71rVjjbLeIJi-V=iU%YLAy!ZaR z*a9B2o8xmcgMp74bbIr9R9v%*p6q#3XX)YNnCU7+oJCyF_W-lab`r1LW*nfiu7}R} z0jqGhfH&bquD_x_gc0UdtFA&vIMrX1^l4b%xDP0S1~WYFR<2rgGwR^)(9& zdz}k*j{G_nZ`+J>!DZPNV1G$(F>@}|CFl=*_UrQu2ee>dDwvM{Y5+#o2(M0$g%VnXFQQ>#u3PxD$#4g@g-4qV`aKu?v;e%|TOZHB+@D$Y40+zc5( zb;4dxZyh6O5Tj_D+9TVEQ{@Lf++fNFCGvnO($|>HMQj>SN`l10wcng&-*t8wNV7R{ z3UG6YhxO`0>p>B#hIQD?_DK)APeGb{r#q--oceG=yh2`;#dW4X8NE;t(AX3GmQO2@ zf})lKB6^kBP0~#1%{5#wO5iLAi0XftZSFT{Q`4v}4({Pokk3*!I82uBNZwyD7j+*{ z(P!X!Jr8ee5k-&%u8{l<#`Wc^je#O$Q6cJe+NNe^W`5lnI{LK-&qSL;*9hFr%+w;RA|4~x#a0{WAP13_^~<3A!y;EFsHx8l4s)z0?t=vHza z9Mbjs=j;KTy?lN1a93AwaWPT5UB(b0`M$-!uOKz0B|rH!(_U8jTsRa$(9}r&1{>>Y z(b)qA2AmBS2c@9UaYB}QQ92;o+S&?Avy2%3XvI#=o@_$^yql0Kfgu<7dfe%_YY0@! zsWB?UDezl_J?q71P*(Fgd&|^0GYt%ljkm-8Id=kR1$?sE5&*v)pS>Zb03b(GJDp6_)q=^qGpSepqBrh^QI$uLv=dRri#z7Mj>S`t-u z6OD_V6nfw?V))uuUA;Gzaw*|U@lRqqLs!X#p1ad&$msW)`2K7GsNoGjlfX1Rq<07j zf#TePu6;m9hXefQs9Y;+~DG?|vWS?2@UZ<7rz)xH#vclmT(5Q%< zKZG~2v9TGd&@^lY=gPynEpKp{D~g$!iqEro z)7S_jIFt}KZ>h&>G{X(i$nS+D|8}~`8p4AX;zR)UhCS>(9ut-^BurD@C@9iJctR_= zK1Yr$B^WxXum<$R2t9)Bf#ZcJ<&cA@u&-RFY)GDl*ztsz`?;y;@31|_!o`*Rvh{*c z0qqkR8Q3~^LqZIV+qVy(hUURqD}j8mC@V|!hLimvDRuzj#hZY8KWicRy8 zMHc(G%83&XYFr%AY(9Ve`VrcE`E&__127G?QAS0NMS1x6J_43VxvZW{esOaqsHdf~ z^9E=q2k?+MK&lXU(ZYobDXPJB^w<+g=htVtiy zK7A-pm2>nhg=(+|U{lJ!(MmnHR=ViRmwmFb9ufh&DR`kLaV@IAY=L2yQus%)Ja4CG z52AH7%lk+pA($d=5H#f&XD16cP1jq)uQ})DP+}?b;OoVz0e5sp|QuZl!n=?;sML12$9KnQBObtDJk zual7MR*`t}zoMm9l%KCy(f!bASH z8$%+1fy4p?^t~J1=hx#Guq*c2*a#b-2nwgm3ixWosu$m%oSan450<|4E2V}mJ(lf$ z3=w*W#AsOt@!>kkNwgrx>eZ`Tz^mIk+GE}@EM0o%-n|x4-x8A(37)0zKCr(1_U+rJ zk@mt@*3J9{L_M%)n@B&`=98Q5r@8>KBtng2-LQB6D8b0RxC9 zW;>H4dN)>fPBvs-6mp+)9UG{xjZ<{0bR&rz94_6p>(@29w%jN^(XlHfQvc;lP>f2= zoEscn$?JQ~phZB+y9x*^8&$SXE)lrXrn0$kZUyr%C@ho*^jpIK{z1WxiIf?6GrN}xh>eE=q#^&mie#z*!Z-iXvGVuw{$=2!AZJ29lR6l#3LCozR~Z7f3EQq?RC`JyF6eUA8{stRe)%qIbY zLM+pP%r(Mi4n-`u-!S=Fx#;Y!)qGk_Li*t)MzD4$l@9jMK%`T`r9aL9iy`PH`RRhA z)W^njM?tts{q`@%5CLQEuT7>`DOW2F`XhYMP&*M7wC`*4K63QvSj{Gw+SwepwmUD= z%YP?aS%6kVL)rI~??bcT&G_ZXA$00mO+oe<&GI~)7G&mAX;2F(Nm65t`~779aP zP2QUXl9{Dsp&*D^)^&;c#xjbqFMGK2T|7d+T*(vYzy9;v2_WtI|+Vk)G8Uyj&;kx|>D*vR4y&n|ft;DXgfZyg{TE1zuFR zsn;d^cn*4STszCvipY6rf|8LadaU3IG)=noLYICy+0PuQ7T>r%jstr3F2n5rK(UK9lHCqS;e1T<*GaW6^mAzW zn!0MRXVxxRvV^nU2apOBR`SZJcn!}8`^)_tY~^Q!{r6g$nr(JyDa zcr_U$eezm<^fVZ^eZJdMl@2X@|Cuw-6*y4cjB;sVpAc{}2}4@4Gy`fI5?3((mhZgy z^Ss|wyv2C?h5xe!!-sTI@deuurBu0#6}VU)ADFb_tQW3&@mTodA?qcx@WNGU_k zOP|j9krYB1+&)?Th4a zj7+{Cm!SRpgCxH}q->BiVW%LJ2s*h+M?^-(gw&!%IrQ43w>fBbOn&_I=@d?q(_YiT zLG0GSO*-$+-~17$d$A}v1*g}H8$eHGV6P&pZ69Q)rS;-R8OfN%XV1ALOyL%Zu6Pg> z)SEQp6j)HcUVwGV)w;rdi{G)~>1UIj>9KwBY)MDbtuBxZK}E3~$TPeRr(>GcwvInu zYQwhhC^7j+H0pp?T6|{fb*fJu!WMtQc|1;oFpAWoN)r(?@o9v)zYY%+#@_dKkI$I> zS!>y8Iozn9ADht|);5^6gEJ-m^SPtyb&V-MRZTkwJsWzbMlv@d4TrqJSc<@Tv9-_( zS1>a-U#NFJju2nQNC7Y9J+SIX);id06&iC$fTJ8LX~S;ex%BJxn>UJ?f$6_BRzd4I zCpfyRpfDeg3gnAQ7$@XiV{FD-uoF2?Pof&)Z&7v$yBF}X@o$*4jstuol>$5a%h#_D zVAy|wMY%;p`2=eH7%{Kck$qf zruAt_)E(qqKHuA-xLHU@mBa|35|%=jn8L;>A43e_HBhN&F$~2iSe9F0RO)vkdPJf! zW{<%aj+{Lk>E#9gdkVp(Hf(y0PNX;9+`Dt9Nh2Oj^bi;j&SJT0Aql4narj#H@|%a8 zJ$H_QLXLa|f?CdqpR|GP-+S<2GZ626#0gTnBZKO0t7_ZW+8Q_IT<)1B37hKbYHscp z>)qsMZ7TI0qelt6o0%A7Lmq&e8%H$)-Vr?-1P>P9S^cKEuWVYMZ?#Wa0svW$Xb}RW z3q5`{&d(Y?a*oq}a}XZaW=Kw;RDzJ<5s2Of9U}wc8p8QE^Cgh}ASOR17osc+!Lhc3 zh%v`j^aMB%4_XLOvOv^;6C?xxAyXI_MTmWwuvs||@&lHIZd2`nmX#+^$ex3_m%h|~ zV>6*VJUR>Lb00SNA*5Y0kdYNW^>Hy0M<O6_=Teg=5`-jgSMpg92~^#k_DvrXxVHLp*FnR;<2iesTSD=)lG`IeTJ zHXz>z0sOi#y%t!Vh@BO;PV))CnY}bObuJZUreanY<$aG`*BynYJJjql^FDnlK$@if zo2LS&vmDVx1_nXRZsr=TkXLP!nV<4o2W<^HV;fHO9@1q>VPRnlJSEecWt83?A!*V+rr-x|fCQ^ics5C=9d^B1 zr(<`iJSt&? z;KA$UUcyJ+1Yhqp0JP0SHg1ML{J+=P>aQ*G?qC%fpguDQW~g-h)Oa^A2kCD!N+I<*$_;*Y|uwrZL9;oHl}8$Uhfi=Wc;N zs6Q8=Yk8MkG98`A#WS(O6XM+5Bv1v{$i5zs{H}}D=~r59Sng_rA80R<0@)(U1)7%MIo zV-xKoD;7;b82l;8l5eWIrB_PX6zio8LQw#g`bUe4Tux0iB>GW%?z88QWN!cLONL0q zh#JbPK8HG7inubVhH}qa#vdQb%Tm_(IpdwsD09=x^MZj*vXO>uFtc`(!qR_42q0bQQTK#~fXi0(aE^|QaW z9oHZLd-yOoJNZ~B9>xQ8sqKsQ=&cse>q?UJ4m*TKhob(beD*CSThMAFzPSUgx$Zb{ zfy7_&%l;CL<9A-2k^K>bg8T@Y1DsVgsMVYK_>K}Z@Z%GeA znZi)n2m+u-0K4;wib)+=()u&h9$lUZA z@o!T^;wGo24g(sG4K^COojeCNRhr>!i}Fo=+!-?t@^YJbcwUtE+ho3MSvuxCQ~k~& zNMX;r^VQrCq8^|I`yfM#WxWQJ?)PcF=0e#d%@eU*X7t)<&4gfLvW@^4xE$jG8UfRI z0Mr3BJOETumC#S-2ZcpN{zwXvr9<*l&-(2HhwXK%E5Q@U1pD><^Ic zE+oN&pO<_0C5z*S`RyBh*YEwY33Rew@fedVLKESUQYiR{=p6*yiOu>r+IC;LfMiTz z>u?qZ@3D<6PZNZOB`5a-tFkBU&6_tBY{xTZ&)21>-sX}SNK&E?4fau2XL4zcnJ<{x zKE`-W z)LoenB6sj$OyxZ65o2VcSZgdR6;<;LU3lkqIggxS-k!FN+lk6rCsaztr}gY$W=;-lIx_b>Dk?D5 z*SKCW_0o=&4_d^jM-Uyi z`tioqnkBu-iHRzNdD>^g;LwXa`iL8MYSmru3iG_FX}6L6SqYOPv-iC|YkDu98Tf6k z5rb_y8A)^}XjQ`?Z_l9nJVaIr6(o|8X(RV%h*A(JeLNZ1Xes2UrP5Ni?I;3nA)}UQ z%RlTVDs$)GA`tl>C!i=Y1Bz(^7HnqET%)1K0(OK4pbR!$2P%G;_q_0dS11ZB z(e|M>pD4@Qh+|3HY-*N9k+=E%Ix+g&7wv)!7Jd05Wi9cPqU2S-qu= zMQFkA!DHjU$FWH03loyIR1Q##3SMSuMCqq?+O!?QIH=)+*Cp-k=rJ!e6F5OhZb9qa zv}ey6V9bw5r0SQ+Zz4zXy!*dLa`x-P%V>m^4`wTNFy(lLE4;TKk8DC^%Dc1iz|IRTa!Cv`BLQ?C;MhjUoM9e+5#qNbjZX|r90(@L z{T>e>4)7j-yougQUMhzu7s zgbs~a&(oL@a{?{J+g`?zF_IbIGiNqu&HmJ-a?BGluOo!$inK17`F_T;^wR9OrhO)W zsx<1lFJSN~D3S<4QXZf$s``VdIm~O<%l=)LxWLd)v*{gK~QinJ&zSqWEf1)Ti6)ec-W+QrW<-WCEO?iSr|J2}ZB9 zNbMuD>zJ*~0mAmdS#oW?zr;H%l!Q6=*lfmd`wyEyDVH%Gk>|AOlsn{lrksDFnxmh7cba8G%rBnYif)q>x!yg!3*zddNWchPq8l1}7wk zKdzd@$X5xJ8~{bOUPJ+>7byLEVQ>EF5dx<6@o`t5*B>^BGCT@~!s$MN@m2g|Xms=d z!06pOcPNTX9zuj#gvmp6hz~|Paar=BjOQn^=bvGmhjb6h2zr9o&6~qK2VgZ351F(C z^vvsdr!MF!nA%CKhh{a5BWi_Sn7_$Sk`}fzk*cx#$U`BB!~NT1vxac-)}nSbwv|a` z{CdESL=3-BFjRgoR$?BKg^MwQn^@AHd*>eSbriteTZB1mj0pe2LCK@p{~j1kOk6>v zR%!z;F9U)Klm~`CiS|uw`|nZ8TqFh^ctHN&tD=4C_aL)?He=9&%-})K_5*?Gj!zRP zsgT|!H;PpG^*c4Mhw+&4j(T`dNycu7I6Xt)(7B!eB66i1($ig=#`0FMVzDzFI&?@D zS9BPsHT~B2pVN>F-1IxP+I26IXX#@mliTzT(jIF*t#LByTwo#{x`#zR`klSEmjdt4 zdu2xy7f^tg3Xoe6PWE{FRs_>jxn@bzZ~Ne=`5{M3ZUW^^TQxsb>@FFw7spOZOZy$; zzW}r!^YZ-D87b1G=4Kk_X(4nUouc| zNty&J;zGTBWivD`wRuZy9FW=@AW+TtMpt9D49U>mTEBNSbnK5{?fufUjM?C$V zpgrW~BE?#j?Jn~zSjq>+YdDyhWi2~?4czA$R?=tW%Rv)quulQ>n^7C(K<>YzK#>R< zss6+XC(k_*3tEnGutkx|Ap-#+vE!KivQtJV%w#42-@A=vQ|Hnfhpgas z!mi09LJ$@wa|+;ziJ-+I=0BDRW{#~SCDd{X1HxA@hDHL?6%KX(KC{Q{F?ZIo+hC6W zc~xAm@A!ZGQ9lG8{C@qv0rt#@mw6d_&JR1GnEGtvz5kw~z_s{4&qX@H8T4UMriNip zV_@v>iT?BvtNc0s+W+ae8>>bLIuE{H?DeZ1K1?6)-N;?>?i+6I zX;?EA0ojG{F^3R=2?&ZuD?+yJ0vu|aYUppki76>5N7^-mpKeiYJ6#RX&koofBN2jVEDsLE+gA2votS?LaRU@cr38!@9PI( z|LHfd2S_uB&5x}$@XX2d&y*dic~=<|(fbQat{DLXGA|$mjSysqJ1NA=W#lT}PwO-MJh34alCB8t9pl7t? zc_)>#h;kBVjEseV%+Q3Fcp-wbQA%n($;rJ?4JVD+PuP8|M8OGvh9LkvgOYhjQE@b_ z5AYd1TA89q(&rY3=u#K~CS{T2VMLfu@gmVe^j10w>i;5`R3D)bmBi_auaj~)p?}WR zRgz4{AH|r*rh~U~Ajpwfm1fBQpPE11AgBEG>E6m-2M8mJ2+jodz5#661a19VS@$*M zqe0C=d6q)kLd^Og{$~+++|(1LsI)#*|6y`sBua;wdjIwRGPAJ9&kx!E+@pw{Vt4t9 zA;ZDTaXGeW8`(dt`DCVj4)M(Tv~Tl>_LL-560nCiYr$OoN02-k3PJ}xvC1fU z{l?h%~$-Kd#LyJ4UJ@p~=5n87_EYAQzLq?!)I8&#Q*J2kwvlxQH6?i4A(5F7& z{``*28B*4@N^mdnW35<2Bt3gFxt3fBJbiO1@roll!f_2HmD4^sJd`f&Sf|@Tt zd@_RPOI9MjMR0f1{M_Jt%-H0=b*N(DJMv7jFvXfA;I{8$J;Vh^%!dxAyods&4~KS7 zp20vNyOJ7FX_jQ^PQPdoEk&~VWb6smk(L4^i8h6Um550&;+2wk8!Vo_w#UdL>6Kc|kZMJM4J+-cs5sw7YiCYaOkLN#0!;qp_`lCpmbP|O`B}!>M>iC=e zwg1**yXe0`nb?ix#S<=^OIeb;m$FD!j;8vEbl0-V}_KDP) zY4RoF0<7k#2_z5G2+&n!v2Q>VyNvbO6rVn@|LDyg z+1@{CIp)~)BXRAOBeAnwgTrK00=~_y$Ys7($YV5f?NJiSWM}uaB@V(FFm-j*O5dtLR7+u*a!kYX~@PV z>;q37s5CAt*oz0m0dXa2@%6mLXOc*gci4lpCyLml1U+uvw(T_1I3N-GQwu>d{(9*% z{#9!qhw-p~ccmPp6IXp&bFk0VXxkzYuBPLm$**xu5v)y^o5i5`NfZJypIJ#ws8~E=PFKJb|AhxC!OaEDMe)VWlL0ZJ&zE#fj(R z5h8O5(ltTz{WCI?cde zXK(Oj_0Njx7EWp)bHV`6m=W))h-D)Tm^`Yc(QRTq+QxMdyjDO%l3yd-i~9RfIHbZO z%)yBK1jNH(T&9geLd;f~jFfU-}@R`Y6^BZq4RYRV*#;q z5CdVN2oC{hXQBu;#8V7Bp>Y#TN*;n@4atpk7CaGY5`jUIQYVjPA$^4K_BCrr5c|V< zv2gS!CpZgI?{;A}3WgsEWRj}~__c_%C7i`F$_bAKpeQ0KVyBW&5I4@75MDGY=9Me2 z;Bg%+0HGiLV77Z^dzt=Gdb|X-%Ey?gocL#J{rN`>%kLuizhC`-<-v^qEP?+UXzed8 z?Dt!hIkI78S4_=U+I%=i1k$7`KRruoFz=T-ROxXee* z^CxZhjk9?F{?=!P|2abM&5ScL`~y!9iPa35BulUs=A4WTzVhc&opUWm|3;r(-kX%R z-3ese-3J`ESj1cH)lrt^D^!_|$OryD8}67tJ?;0Agz#SQmT&5v;AdYi!Y*GB5gM3l*s{NlQgzE2^Tk_hRMSgkR0@>SN3~E*a zpw^`|{vl;C0)IU#0qP(KJVQ0UFC?i!4uhiTXg#V00VVO_n)Vdmay(y=dfX0MbukQ4TbL9>C$U* z`-CPn!_NG9`}WiS^Y+43U!}Lyx=1kfDyJkrFMhMznmhbSJA=)JmY3(d|7^m7j{*NY z%G6H&&K13!Cx)54!%Wv#vS?)X{xy}f<=^cX#(ULWCG{}lRyJrT=^XLQU*F42>R{axZwhxIA#~P@i1@ll~xEo9xj~-mCq7fBcK1|9iPNZFpX; zt?lU`vUK8rSIE0^k<_#Fw^l1m^=|)qm8Ij#CbgC1%B!lM{P)?e@$B+(gT;;^?z@vP z8#(BHXD0bZ0GM)fdA;9 z+`Ns|x=JeY9Ba+pbFab=Uz2&ly%WoDv{JvSK!jsMh5(Ca|CvAMJ2L5e<a)!eui0C7XnN!%py63vyR6Ta7);>PT3|Zfhg(BIVD${hw>aDt~@; z&MBLqNOcx=envY}_FG*m7El|+B3kO}^RLZBXP;YLb3yXMwHLDMuRPuA6;4~<|7R)r z=lt)+-N?B2P7tHlo0>{do9ZQBxoQ?BU7a&+A7op+Wp`LjC7}Uwa++KJ_x3BCkn?S4!(geKQ;Ahl3+7Fy#GZV4mvU@x(COUfx2O1j@q4aFPkP_`yYg|<{_D|% z@!pJoq3C*5V;^qudmqF9gQ~BN%PLyBet75xNof%2mhJ|XM!G=>>F(}EC8fK&yGvTS zLAtx^JK}rq)XC%9I{HI!<%~=Ac&kUigc(K9gbLE(orj{iDMpn4;F6H3l6;C>_S=V25v z3Rqh~VYaq?C=PtS&13Ql9B0q~aJ+tJ1LjbxDnwz&o;t*byWOSBNW<;D=FY{lxEpK5 z_}@vzcC+Z{L0rUrA7KeDZN@bSW#Y|bCg7(!^&S7rcdEr`*UlcEb3a(Amowa9nP;E< zn-Wh-hs6ILn;eH_&F$@D*7mhz#)eGp(FFYn(>q6W@48h1VJyeOYyNyF*T&jF3hw>_ z&#jIJ%eMqUBGZa-Z6Pk}3iABXtDQJRStZ@(If{Xiy_oASB4*em97FV0mK9tlw^O#) zt;y6@v12mbSar+xQ`_iuuwI7WJc!15CQ*G_Tei`EPLgsannHut6AsFF28=NbDnS%) zbO-%#D@iuNL8yFC|M&DbFYh5lM?oTh7^r|q3MwhaS7p_L!fwnHx(wm`rYF7z2Z=Oy zHeiT3gNBu-==;FXn%plENkKYFg)sbCW0ZVh zZO0qD1A)c8I|y|?$bZ|Io^1YemBX;hKwgDlQY)A23$Zq?^ZtTEC6gyN&pXyK}2oNbX0(4${zqa8P> zyp}*v0mAY#`G1!u0i5pVc>NDefeMEjT5e}<8y|@LwYi12YoKBjV41Hi$k>gQ_x2Ct zOWD?bsna)}*_bI$BGd>AiDoDOJKub2`Sl~iJt|eJO5iyrw?qE3G9UQ+T0}(~usxC4 ziBYkZos-p&3pu8kX&!kH11O(YlE#!R_!DI|+Rbdq8b=T9Tjua| z=RaG1aqWvixCLIF{v9j&*v3m4_(jNO9HOy$khKxxbgWvQ36$2h+g8tu{~N&!Zq#Hn zUkL5A7zGNyiZj7Pxwm=QiVVj+F;KXWOCYvsks8n>uQgg!SC*<<2!0SEcQn;bm12j$ zz##-?jO#Sn|0CAw7pn>w5WoL`;rwOErXxSU7QQ`2HAC-ogi%~Fp_a=sWc)ZX0KqUz z!9xcApp%o8Y2shkAfuaq7OE{%mhq)nkc0^;gfwlU>UpB=b`1V+gC1~c=M0BX9BbCd zfs*gEqJ8qHdZ4K-KLP^Wo9GOo2n#=RNypQJkPIAn2B0Ch5E4TU%ypAvfhvvDXdc%dR~`vJn&^9J4>EzVp>jZk4T4#U_n=#RbIU7IKPaGCJeY5X+P zASy6qnJ+)xXbgS?oz1(D)Pwxlb8l-Ep^i{Z0<5Pep+WZ!+&G;AOQBs^m;hAjR|+PH z?O;?O3@j-B!)w-m_4sb(WWfJP9k)PKt3p>-PmNXV9H`PbWipuvs?yxMI z*>>oZdJnDoX=~UY7!t^|2P6HM3xC}F!Ig)VCsNYwog&={0;&14L+w^u&|jvH{kao) zeax{v`n0PK!W6Uwoj+z<@H~6NB+?5S9tg;ogn$s@&#iqLpS<^82b1F$@1D0$i$=e0 zVj!v$i1`xGeP|~u_p5^XM)@<=Tmh>UDo8y%1LhE7WfOaqi6`mWSS6$({F}E6n^mf| zZs()zjn}xhAv(;&smgO+;@!cUMgse%NR{L9dA>h2zoZ^oG8qyMLaUhp>ATJ`GffQ+ zv}zwa&hLgD7s$SRzX>>1ye`MQu}p(YCNs&3pNdf^ZKP2qP^MgyEgcd5R1O&vVXfGv zpyUc>rcKy9SxT@_IOHP=Xi+o1qC!|9M#2TpAUyN;_N%rR@>ES8$SVjS+W1!J$gHqU zbHA$@_x4M@!vwX%6i)+T{26o3imr3t6+#rm$w!fT`CE8d-%(gJZJcT}`h;92SDps5 z4mL!6Ee^}hbH8W%H{_Mzm_vM685ZuUU4{GKhB~^u^nVU*{tLc5A;Taj{|0GW1S{4D zH#B}0!BF&R@pNm^*9Oy&b=hK^B_&$kZS~^5-x*Orf|ZhsJ(*A44HIapRQ7yPw7M?exoNP(EvFC`t!Lnh({4>e`7_)vasx5wRSpqhkKu3xhQx#AnmZU`GNnHCkP2l zkl0qU#y^cx;9=(cKlXkrChwJIC74OiChaQ+$;|;Lp4b3!%~M_WVJgwYM%PlGpB0OM zLc5TvEN(kxNn_XpwJADSiL1=?G;*kdUOogtJEe|vhrCrJ9rdn3kQtYtcb9M49wQu@W83w*92wUG$EJY4hJZr>^yj~Glw{JWL zU`EJGW4V4$M42g`Y$Yp3kwM2)Plmf3?=ZF|p# zYYO>`f9nlyngxOst_ z+5$q5r~8;eEkPyZ4m5jYQIedTG3^J-D$e8i1kL4NazdUIcqe;1zt5(OS+{3M;2zWi zQd5m9KYjeWMJ6aH&+LW#-;hmsqK2A9}dFIL^e#s*tyyA-BAwI?SHIj zTz~~ZkjPol4D4UL^|D|l9W~`6uAT&#S1&%b_k2_S@vG@Is2RqnvKe;pj2`78+v`_d zt^whKgFSgfZsLlSi$j}96(?HU7jL1$m8&{lGp-n4#jOh3X8z~NFW`NFzo)sAottP~ zTS=%h^P$j%fF}Q@W*jJ#OVV}Z7I*ByjjY{}oi5=3jIj5e6ez^!(uxygP1f8N0gzFm zjN#g+oPJYz02i2k9vri)Z=6Ez5DD2Oi?=r??>c1-y_+wmVJFm(-Re-ID-|xxtZJ4k zP_Bkdn{;v*E1jk?RvRFe_$?I#|BhtVSmX?juuJX4{+|H!|JNV?XRKKabfAnvwI&~T zmdbD>`#Bz+C{65u#695#OO;TL6_5N2PR5sLfwVE~BwYu19u)pb3=UBAMQJb&k~`kTl4<`~uez3SEc+UaP4 zgJ3-)GN+go#lSxHr&ipE>_j<6(MTpwLYpB6zneX;QFS?>2#@`*m{8FB0@1%vy&WY; z)bHTR9NGiKGvrg4DWgoAo=7qXTKuDlK}%z;FLf2St}Ult4VSfjvY;r;Zu&UY*OkZ5 z0q_)wkjTOpd04701J~=krehRTA=7Qm-G_AcvjtX42VNOod|m)rsyebFmi;WSPkx^I z^@tZrk_AXy&s|@gjE8KkE;z;h?=9<9$~BMz=T09jxYRB1;_5>Y34xI z`H74;&Du}k{$go-E1s~AjYqfQV?O;8Dh19;`Xr?__dt;hZ54M^v}?=WtzXhu%*eGM{&4WF% zuRLRym+3B4!MKf-!}`yI-Q^3Pi|u8ag##h2G@(!!y{*Q@t7#J}nzQ>*NN8o)4-o+g zKP@{WB`UvZ83%G;H)7YxW!%cRxqy=WPJJSIvlEz$Dpf{YeJb5r;|2npYa4kK-}~(b1~J~XU*UL zcui52w=t_E0MPvmn&s45!>0WJ-M?a}7Uv60s-RSUr#pDgeI)ml^p6c)UGW!O{U3;< zB`H^e_Vt*^n9b?;b{lo#Oe`Czw(piKNy6f|z$(7N>SO*N&P5AE<( zoO!!!ukB(E8`6}ZPTREt1T{^KEL`@s{~1XAuk>E7c)5z-vDwrEtbF~JXZp+_xI7;+(VrBuIe1l{(y#UM`U zeh^Mi(cd=zO|^C1--l#iHor}C%Hd1U6V9{}xZZKIeD{WoGsZ+bR2^b_o{ZpcVoCQK zRqv5|aLx%E9fCV-NA;sLaiXRdpe_h^RhqPhFFD`r`s0pf%L8?O9{^)IHm!tnfL@C*al5`7?xuMvALll(=I|d|G9IwGG*h{+?u=e%SJl8?kyojGUX{ zZ8AUH8wh3R1%exq%QU=gdTLb2_JrV12me*T8IWF-sNR00^SAK6Gf4PS8xlEE?VM1M zrbO=<+4iu?dbHMjH>f7=_@KQXHsZUe=D~xPm`SyaCSaaWyr40K;FUo&W5tW_nTr`N z!H5<#4pBb;*PRuDh{jxk@uHonrx*UW(a-egj{%Q`H3i5J{*Ax_jP`NP0dpXK)fkg^`oo zu#$5S>eC|Z&lAY-o_1@yHFKb&5Nj(ukDko&g+R{kPeLtELDfzjtkNA%xM#tpdbL^F zJz0H^ra!8?bSTy3w`)DGwAJV=kfJB-;@v#6Y#49m6D$A7k27?LIr#L35Dmy2)Gcm- zUc$AN3QJAOsatSb-NV)?pvy+~1*hZDl7^^vP1>;Xa2g5qt1+Q>&uoE8F6+cRTEPq` zaM3hH1|;2a!8D&d~MA6J&8EwEQJwB_&pB#Js0GA9>ioWRG4HR zKBJ1X$xkCz;OB@@VTpK=xe=gKMx}ttQ;%Q-ruW<8JU7xbIzgh)+oPNdD;kFCgmPw@ zPQaXp3G?9jrReYvd=6CfQuj^~+Wo!HqY@;8?EB3?3E=Xl+y$}7xu$Rt9bJ2pzBGEa z)^Rn%q+!-opd=vKUr9ETCKNOU&j~CLGG;FcW=T`?i=5Ytm;mz>p$KKlxyP(;*^rNi z@IFZ{SlRp148{Eg`t4<}7m{jS(gTH@vD4soR+Bcv*M8IlvlPOn6cag(p3fKs)Bfi1 zZWerQf~RoOv5PDhoq@stWFASsSTf!1G{WXLcx`6LzteJcDV??NwDN_N4MY0KAPn<5_~X= z{5z(D0IF?TVS6TG_GndIYfr3|(!0f=>Q zAx3qxU8v`4KeW*D zO0OT69BR-4e^-{%UqHENE5TmbnTM5m6&$4etDSu4YAO8hK);hZ;LAnr*)ORC+Q{qL zlkxWgyDRlmkPRCvCz@PY;lbRAkykzlcKCDJ z$L2E#i(JqTZn2e^#IKoReh{#VLqr2xKSx?WqwT6(mVvNhK3Bb|Zqv^Hq9KkqS}g?H zz2!OS9(FS0j8@40^4vjgP7Vi#XO`x{Hg@&Rm&I3m_y+f zTyB8>(nJO=`u}9%r?sxHFgCwQ9FB^28RJX#E#_-eha}WnkUKRbNEqgQZqr?GtMIaL z&EY0Y(RPmvj@5DlGft#vpX=!kv|bq`_p+2{W0~?^5{1r*B5Cqa>O&igCWe5i!pZLS zN*8fm_?|bfkde`#zPPP{C=^v6M3|ZtUrxwKx&FZkFK`>)39br+sSFVJNckZIpshM& zbG?C7uBF?%(plLq1jR>N!-e*t(}bd`1Y?EyK{V$zy(z2^^<{<^XEMOzx!rz{`Pg;^ zTlEVY488k;POlj`2-xm2?FV{r%AZk6G%k1G?n3MT$datVEVvWqbF%OHmjZ9sMnwRf zybRGj0NM2D5VGPkml{nJ*qdIJQNBL1sak%iigG$AL%xn({m5vZJVv^t@vS!O6gCMZ z2ouGt0I1|zkN3!e*ek4tJlZMB`W3mhL(J#mbX zNO|q=fH{|hMI(`W>)ppbONzEI&X4e*?w6tVSw3nJYle}Utj(47aZs3tKn9Sm8ENk2 z=HpZd;B&FaKbW9LZfI&~hopfkI$IaL3z&vtl>FZ~Fx(SojJA*7pE2|!yWcE#{A)qW ztG#H3hJHXeBblWJ`Vi)~)%N#eyuVS?J=8TXWNGbvmD_O~SvyvgNxyPKw@u1>012m6 zl`7iYE*dAaWPfe@jcnnKaAM_P?3JKA6VS%?hGR)Ox^rg1wJE>SgwU;p zAiL&ehn09oU&gbjacuOH@cQ&f6G#x;TnB@C^tu~nafH%~ze?1zswdB++B}Lug@esF zwdAt*sD@JeDFE42g;XZARi+*NuT7v;@-k0h1$vOL;n8vx2`%}H+fbUtg+#qv%Xrx* z!z$~Q7nW!y-lS&n;^X;YLpNVhCXO=S-m9Lb9u5dE8wwe}It&DU7V%kiG}8q4{-UMY z03Ds+!@Je-<^-ps8gY;pkW6j=W57)}I%6wc`K_9**mxzWvzHFJYjKGh&sgR3Q} z%Q79(P~_j%EK-A^k4@Y+xW0W68<2zqt=z4NBU!vg5|g*0TJ&MBeweV6V4*X{EVxqN zEJ*Vc6@)KUq<4Pqifh5YG>NciNKf5UF3(LJ0qsve{9jr*84&vh3D{XUGh=Tk;9Q5X z$okTH8x+N*TGCPM@Sr`jf3B1&hVmdiq-v|W20MDGCfLY&{WKFjm zCrSO?cyGr-90Eo%#{QHa2fr^Pl+qoXhbEAwT}k6i`n+py`$N}@w%Z@7K70JNmZmm7 zIfnt;TsURo{)>1IrD$T8E==e=4e?vj0kdAkC#XZMy>R%mmcw%}J{hE4U5*1tUG(M+ z=`^^x#+WNm@mM2i%pmNR$&-E;3g-eG6=fh+u6=ycTYon1$}}1F{R7ZT0DAVi>a|o8 z$aD|>-qn<+%%7FO{7b1?Uw?iFpZ`RF1-cD#4bVmv#a7A{@S`Q<7%7WM2)RQrGrU(2 zf7u%yOYeWnRSF#RE5WaW(X3qtd16hxVE~TtO_kj+&`ux5ekLltNLj(mup6{s^F{CJMD}rDX>iKKvl&Q2=j^ zfVRj_kcP3O4X=15l8H1P0}59Y5xGMss@aZ)9>9N#7&j{O|IjsioyHm5;%j-|0JkV_Q%|coI!Tq*Q0UA3p|X zj6+`htl0avNR07C5YSKpyvPEkFpw|2qgk;nBND9X_Xa0oAd6ghi9@h1L2fP+^|zOq zc6^I66)P4b1fOr60VRBgz?ILj(9=`Mz+u)(p0WMj!i5+bDk-A(p`M_(sU_4PsO<-B zj`OBUcu^>JO5M>|;xhh(FJeEe-2K(-bqY@DP`23+mX>0IVMtwgM@b1lX%ps1-77kk z{{M6U)Qerj1uTEcL~O>rtDGdYDY^{B0EP^`G}1HbxS851MA_=lzuFgWr8AAhFJDiy zG-#55GX5rS{FEz~or~`v%?WI@n)hi{kOmg}^u7z}`7&*SdA-N>b%lruFSA8C4Fy@m zPV#Pr@yHnw1U+-5OqYaWB(HK!5vcL~fqJRe!xG)3jtqPSD*Gcx)WQ`Tmmis6>JuXrcpS*;>dH%9`;5&hpk;^1)z%ylp{7h0~X zT#HZ;ic7H%@7@i_!9;7#2tbQ*D!8jF0-P4haozivO}^~|=|Gn!s73c}rwWNRUCyk$ z>W5)Ja8-el%fRv4YeU?KFP+g}Y4}7SPQN2sUq;%o)~7RM_%6jw(}E5uLsv1FwGpJK(S2fN;T}=JW}3j9f@2 zLr7<}s3xg4Lw{pTDhMIYWuXEvV4Al@Q{D4uf1jp-{Dlt35hXy8+~jIIbeD1k;8&*+ z2w-lbsyA%Q0UkplyqjWB#$$!na&Hk-J&v{IF}I^LrY;}UlXR}U*M&6|=a-8cAC;@` zPp&M1)sCV4j9XuPquqFRq2nHchK=nzb}-}j6)fgHP*9!vwj|^Gq7So;ISw#C#0X0qC=-(Vy z#P>Pj@A|L;@4L)|C7thiGDbE;w&;>>)8r)+k$CfS76~xNc8b+c9dLK)EW%}A9Zi;q``_mg`LjX zEkIH#b#z%Pl-af;VhL8-Y1jr;6|X&ZbUYk%pzBjTo%|u*YC2cYWfAVW<5K(~lO*G_ zWY#rhuoHDI+Ly1&Nq5*xDQU>EK1dpgqg;g2UfQ3X>iISp&ZY~MHZoDS0x};u;yXNv ziBYJ1?sIQb<%R5f-00fzQbi!`F_TngNy@j58ngx0GzKjy-}>~>NqRVp9XVX3WzQap zDx@ISvLcG_&3RnYx1|00Wm+CbbY4Bz49jhfqT3I_Se*5dGj^3IkKTOWCS2K9L+4jL<-?kyF4!S@6N@k6_#!UX$}^h@Ts*;X`b|@~NU#o~Bt<2%U0$aOI2z6!y@LOr;A z_hUKZY#7kXoTV6vJx3NEsa1HowJO2ep5DXcU8;7dch*rV+_yLkZ8VfK2)nLA1@G0v z=8Eh=>u*0q|iM%TMtiF*SKWia_oQ?>bA%8F#tCzn0zk5mK}$cnYoCshV_@i){i z+qUY+6-(Sk?vESJgfH|0=^4?pYhEL#EDZI^8}#^-J#VJB%iSeOz9T}Lu9+YE5`KS$ z+W#K5$gnEdiWp|)X}0l*ssC_y`041VxmI7LcjvHQ=!b+F_&pq{PoJ(2vu>$%+x_w5 zRHML@mu-h0ArlJjzP-MADI|*5dkS21KRF_J6Y_A1t%Spr;l-G}oU^+%hl0a`-Cd?k zA@0(x1f!h7!)9PNw32{=d&^eR9ju5MN*PQ{&^-$?37eH1F!57e8* zUIe%MV6d1hC+lW;{p4n9B<9U-!frRNYw<}>sByHy2kPtz+kkJh2dz;te=q)h^7d^u zFN+OC$F2D~B`w53Fka;^{NP+c;ZqAqZbQR@&O~lX^qvn8roUx64}9{cP7M^>-DN*s zTzXI;(#${vz18(MpQH7VB$3zUpB4eI=4jvtG2OSFidh>|)U}eb*4C~)$IsY&B{*=* zuB%))3sJ4EUwy6?MuoTyR|9=;;7~7P>PjeuEI+Q9R)0cGV$|0-&IsSZyF$g74dpQ;~g*8y3N@fXR&o?mBF@@ zvOtcBhOe6AB#nT^^TgO^j~#3O-yB6N>^cjJW+-2+`HJf8(}YqA`Hf>RXv`aYL^z@x zfLP{IS&?p>-?gwM-8=aP8*r1a(J-TuDa?<#dgA?xaY62lo3{TkzXrYuy<3h#?^!;e|T67cO3$af+d+0CK=PmK+nH(fl1fZfT=V=rC4l;&dq%G ziI!etr_$%|{(iaOCCz-Oe7CD|H$xV$>SIGfo;=(3P6NK~$jqCA9d0Ah-mv3~d8o+O zg45=0|FAen_8NBd`zg31+ZZnacc&m7kJ;OX#(JT?lQD$pb8)OqjJL$S?4SQsYQdjc zw8cfroW?d2k{e)u`rx%X9$49ApmVTw5ZF;))O#7>uUATppu?SF!N|_+s0BLoS-* z^FGzqy}Kz_Ebl#DaapJB9MF2B)sh@Z#L-}w9^wTZ=)MXTtEF}6=+<_V z9D%0+8Kmn{)euqgdKlw53Sje+2evtxXR2Fx{g)2cnJRiJkM88 zVyLpduv0}0hNts$a^i+cqs^LjAK4CeJMv6_h!{ahsp@eY^oTHE`)7#ax&PGl7X+&_ zj7b3((%v4(60J3~RErD74hhu2roEq+*|n#Po22KNa<^(FG&rR`NnA+&{YrcmOBg*g z9kE;oS8rq6x?=e++w3g6>?U>0GX7bTXYkoLZJrKyATE(_hCV{!G5c4Vv^^e=B%5e|Ljt~*wP3+6>L)XvA7 z1h)qo>~fQ5>o01C^lKcu3VmF?s_BQNtWd`~{7iaqFYPJI=xty7+~upMI=Ax)QW#p> zTAH!f!3wVw_S)Vb{6MU=yv9xWSVPc^&EgbmRM{hWiqSXLtHM@y)wzB1SwDxS4z^8u z$&@M+vTx!V{QLkH3z@6U|AVSpp&# z6IP$<%QJ6!(bE*NR;0BOZ6GKD;%stgmF?WK6ohYONhwpHJWs@EhPD~~+zxztJ#UoZ z88L@9JD}%r3umv)t1Evnu-F}{X>F%HTa1CwJn?0$l92V)i%44vC?k|1DaEWv2fq!< z@nk%qr8E#)5n?Lk@%rM6@kZmaJWS0d+kMjceGtB1R~+yLh>^gS*^!au`dBHq;c5ht zW6fb1;1z%NRz-86c%puu0^ipT?&g#)l41uzdLVx+JCQOoV-v0WYz`QkHAKr=!okZu zCYd!c3fi|ZucVM{&+P;ne-!F;^J}9Ad?1}yr+-zGzKv+oD+lkF>QOdW+{`XuWlw2= zJNiR?Zi{v=psJgG@Rl%sYFJ6Y@t^tjfB$lQ;fcO)CoBnG+xNTbb*?;K5fK!Yu%~V+ zwUyGUtZutl8}(5&ZTZ0xLPi(2{mV~q`*;5!zVq8vgL zZClsW^zH(`p|v+aynrZ$Dj9|5#)xpB@@hfkT-_hJB%c}WHYzdC-E-v)&d5~LM=&wh z1Cq_I33+SN)TIJ7I*~g8R}=ATPWShKAFur&b>%jD1vK-2%bZ{BX!iMvK$Om`jHXoW z$cP_(3t?1>IhW|!Z5^42dbMl6C2L)5jgQo}u!+mgCESrHUFr0> zXb!TqpoH!Wh?`FpyM$uqShQ|Qr5`e1+DnY=97|$$rKG4PPaS;A-?IqP{y`E{VoM5p zbCSpAL5g2pglbxQs8jLh9vY+=%ISt$VIVg+UdAfG5%9Seduhqh2P5~68VQ-K7nS5= zk~CvC@9DYkn5|ZZ?aeLXs}=`R7gXdpquToF+RKc%W4|huB3SL2y<6049W%i5Rr`SDdGI6u*2LB|iJow%)(8ik|8|As zjaX`XJ_;y5e$wf(j*y;crm9aE&Z`OEX1Sg$`6Hep$=F5Wjtz+-X|n)jR%#H7t=lAQ^5Lxl& zhfX)|*H=2_s2Pj#yP|so+>!f!5cX@$3zvx#eT zL^=A$nMu(dJsiY*JL`>Vue=u7x)IQE{VwZq_nMp|0F&aI0{^Wd16d5&pIG!#pX(vV zGP!5f78f_%r1BsA7VSbrkl`lVFp7-6Z?GRq>D!cT@TD^VaG2bxc zsl&mQE~Z8cKPR$=;S|J{KqoAzY^0P>Ck82?FJ@n?&J*jl_`##^M<(g~JRQNn@$5Je zhy8q08jrg1$p|HH$zDZWiRo%bsGQ$8m!8CY(}-$AOfSp;ugln4u7z>_OCU;5j0cxjwS4@m+;%^t|9>$iI^#+9^S!{vU{-Gf zc4AiL{qdn?O49me`1_JW3o<5F7&;z=gU&RI!b`KaZOAK{Q)`>{@2&nQVT}WR4c8*JDXJw&WzkRoyHuOg3O-o!)B6M0Bz)Q*!5T@4=XKUv6($)+jFUWl~bzQt#JfF@A zFIYhhgITD{;m&%R?ES^dihEqIl4}w=a=7Q;0RYV5CEgNqu%&Eg~mgDU`$Uqa#+qIyHFzOublWW8DYgJ}O&u(!gw zh{bpMVsfR zy`TG;DmpsDl1q*|UxL37D%p9pm@9LW)IaT+s!12HP}iew4N?(;kzvt3 zH3`+2nfhSVR~nJ-BkMR4VPx1V%fqn)bUI_AzT?;o^n6;IdZ?)^Qrj9j1+R9g zCb;w2&ix8K9z1Eu3wNV~=>JsQ#IF8H4tPH(;c?R!vp!h{6C7rWuW>qCdotyOQWYLo zzMfpGuizG@_R0#~S2KdW_4@=#Ki9GF?0J;DSBbatr%#~3)~u@X{uH?3e&ZFMFsJt< zNxkCj5m&pP$Jfw?3T>2~x}*B4(u0R0L3`Hvnb;>POg3KV7u%#DlFSDZVWZ!`%#~L4 z7?iCj9>-z}QxcBX_06fN{z|r^Q~!fKT`FxepJNAbd+$P{e{x=B zzCko9?KM**T#&6d4DVdrqQMN=pbA292ajy+J8>0&7;(~=>a$i_Ucou07FxOeIUQ>B zbf9}^HXbA+#7^otxVPM~zE<`WY>|P!zpd&X;*%L#Axh)3_=#}X%|bF+dh?ArlC6L4 z4kZr!c$yDhZjnp>!^m4J=f~mZ5xurX>n7{;W&Ixgvzu{uE8@SWJY}67m-=s>^+5}$ z-iB~xF%eb6axje>xKVVmk4b|mdujH!?a~y~&u6YuXirXyX$u>|8Ov{L>C0z|4*f~> zW#=q7YvK$Qb9X67ojwlun%kdS+hi`2hX&Rbey(4v*3Uvs$M$!^Fgf z#8hHWGZtOP#-Wq`sATh;{HyHuRZLgz^kiYt!XAe$%q_>8CD5Vr{Eiue-^#t>EF%mi z`>r6puNLD;YX-}&l*mN`M)ZC;e_m9Q_8k5<1G}R&H~$ONWk~X4Qh|u|-u5f(B}QQ? zy1atcBe!54j%kbPW(5zbAkmmDS|xbD5Mt%Pn^Y!B7#e-e(4N}=rbHz7iK4+&XL}3c7#8eLlfDv zaGaKwu&B?IK?(E!;f(IWc9=;;A*-hl?xKUY_ZPi+pDP^ zw1}6aHz9JevWy@w5C)Qn07-K0ScJ#moSdHDx@#ll(JQiT0x-okxTHIuj*Ep}w!>{sI0@b%`f z)SLJo!k3X9#ikjap6)Y$daBjTtnWLlemOIvKBD+p6%kA7;QEjW% zVyCPm<(X5?_coz{G_+p|wIJ!jr#q#(5$;Fa`B2=kx822DtaZJE(qd!w{Ul?c8h^gt zLlO2weC^G@F#P_q=3x*0eHF3KSfJ~byrjvx8scdrzf<0(Lvieh9nG7mR@=A$m+Hk-0ub zFG3wjjoo%8$e?o0L2H;OMm&z_uldD(r05R^%EDUBs*&Z<>Qwkx(`|dxh}BqX{nNJ= zva1xexfyR?-|T`^SR10ZmY2K%r$iXpv%PsxlOs3Kd*g9zb+9uF+!|^Rd#GDC1G%A2 z(!*go`Jw(^SDuu;vu0)2Jwso~=x_|8NLFf7y*ZW;Q6uR*s37GNA1KVst5p+gxOmHd zh4L#OSGaB1B}{u-L`yKTb4)*8%zwY1IxsK9UVxl=Wi^f$s?*ZGDpH$OH-xAEv}#-E z;P#j3^S5}4U#Q@Qj=nCmNCM8DVpD_aBb@dw4BcKd(}tqD`uYXWhc0r<#YJJuff$|q zhoLiu(uJjl^#_>5v&QXL~r(C76kex(4JZ3EA9~CQY%hAe8zOaKzp?q+D(FmkK`}f3L>GQW9J3ej9TCI8_7mHpIwrBo}OM#@|9BXvQZ?x zrnUY|wh})7egDwL3aL){`}(jcllWfOvu%|>yv&hkgP{0rPT#}bcXOnSRB**$)!1=z z${^8o23yA^C!ZupqeM3B?}ll$l-Wci;VYaAPq8;zwW+R5Xt#|@cB8(gg)Xv8o|_I< zEM33pGEO+G5|Jpl=|+O)NPA24wmX%V=~tmcO*uP8D3QJmCb;yl#hLMQ2ASC}x)fGa zERhc_yrz{~rd+(6m8E;X8SbMG3vnV;#j8-m$`E2C5< zy`y+K9$2T3LXjHNJ=+7Yg|B|!rd!$ZuKZ*RZH?>sMViX3y-8Uj^Q{ayMi5R|vR8R4 z`Mmze7dlAG*_0yZ)*!*`FnDZ}PD?W?MsxCx^Al;)J1NQllIVt2w|*Q2HsJ>>H6f?g zPq`HC4T{+2v`&n}Wd!6%%o97hdOY#w)B5{8N6Z3nH~Sdw>%aI_>~rf)OJV*=cv}<3 zH~&?)`Ltd^B)(fwCqf{El;iC2n4j|=j(wdvpL6P&4NpLJ@IG>V%GfZDs25mVoSJvM zTeftSRVze4e|qu{A^O?=KrCD`s`LyNo|ntO7jqihMCy<4ZkXD{e*X!)y5F@wc*1dT z5aiaplGW+Uu>bOG`bpLok?s=v9+%9WlGF3B zW6)ef-Q435nx3szfP3ll$A=Hj)M9(c{$QbSU*vVj6e4X8xy1=c4r)XE5}n4fjJwK_ zu(O#RW|Y+Jz;aStV!!fyfj5v*spJeoidc{4@QI6ym66tNRZ?Tfq&z4+OrH>(4F`=r znjU!Fj;fxmp{Xn9&$-XlYqsIHaJIk8gb2(XeuKH%$Risdw*1ke9)>u{(_ zOiwa1_4O>L@KvD$O7i@nRyG;gBcq>W+NsUV~ZF=K!aiYK!hC|Mzhb(b9%rHy>t$ z5%NbfRZbV?w@xJ@ajv(Mi}$zlbo!6{D^>`8DxGI+E#!r}zeNKAW^YTWPF7j?aXJ&) zqCxSLg~YYiQA+}#nVg%eAD^yAeEGxBKB_F!G;5%VEEIKcz5K~^N^?8mr^2_ zD`45}jBSqlSyX;Sc_~pC-cjS|niYId5*GEdysAIP5nigM?DkA5Ile8nPNEQQ(fu0X z)}+mItC|$tW|)Ut)@XW?a9EfwaHM!D>|i(L(UcoNqq&?&vK7F~F1NX%p`c3_=C^XU zQa^#P$+!-*Jya1pMSCG=VQL^R?dmMWdXH)327Q^`_Iw7C@%5G3>w^G~vJTU$!yJt* zn~AC+i3xsG1qGabYP>l-Z<5o75@+;bc1mYbM^Kwiqvvg7##aj0 znVh<2zSOa+x7Q+I#3bna4W2Oy7YgB$dbh01{(5P8at=k$9{Lf;OtcQ->g0F6BsuGh z#L33go4Y3+PVC!Wh^+FsGwh9H&(9I+pK!|5bn2C|%S4W9H9q=r|TYXrF zK#Lp1LR%7e_ouveK<&8k4V;L_)fjjuerT_jTeI0P2ImeJks9l|`r(UqHGOwDK8qXW z^e+v|`SOOy=kC}ApVUht{wTOWRg@bq5;B_yZVD*E*MHsD6^p$|M0B?EUQKDT(thM^ zvRZZ1D6-!jV|1PA-tSIbbO-}Z{@segp$@0Yvyy?9l~C3ul)zrMOZ%aKmA5*QT$Lk( zi2jx-j?RlyyRQ!bz97OsciuWQR(5a4kde97TwXN3ye(S8;CGg-%ctzwF%x`?cIhCK z9EbtCY`)7G_Ynx@)GgI?IXbh?g0#b;HaPw@@Wv}5nK4Bjzs*z|gJl{pnd>#4Rv zLLOJ=h6A+U)dc~;$;|Js*1U*!+(lwIX!QP|o--08&KP9XxEiO=qed!?Lz}=GQInes zFIAuYVR@j6^4tF!EHqB*Gh+OY8;}IN$4INekbV7-eQngAZR-9XRo@v6=Nh%0=v|_V zo@miabVd(Jh$M(^FhN8odKpop6Gsmd5k&7Zdhcx_y3q;I%P7Mr-*a-_?|sktGe4|_ zwVt`}y|2Bm^6=Fuf|hY#9x#Whn9SX$uI9x)D=wd&`t=APkT7MvPq(C=$2DRsYoK$I z+W2SpJ04tF6QDtOx9f!R^}1-#JJ0Je$y6{oBkujMTbwM_zj4Cr+pm;3mTdQt`estm zVXL?oM=xJs;91qn9z($jStqtXk!Qla1OA74$M?)9Y^npE5BjFx^ZQZK|Fkd6zXB7^ zFJeS|KK%hlMhBps)CtZ4dHvTK@v|AxcF{~Rj#6xMxY1lo8_}bSPDG2$C6&q*Ln(mt zd*sbk!WIm#iU$YXMmkPjze`L zCBWgIvQ72xLX@J+sphsC!=gB3&~oWG8IyJ2D8nKmso2DtvI59?*dYZb_6^oPbgcU* zJfyo~50v{W55Eh2H9i&Y{oC}zFJ=Jiuw8Vh2NSeseN>~~!Y9HZ2@}iLd!sXur~358 z!w>sMOKm$Ikw)SBi;1Rgy&vp;-MT)uF6CU02}B5Xnq?N51f1myzKUy4AG@|6P5QQQDuLIhmh(HhQC=2drA7h=xqkEMquWs%=0KVzMqzz?6R;-9GKG zu;}amLxAFI=^9@Wx(`EzEE)?d0>E;wc&JAjIG~qmiD%|XE2GNsBca{>{Xy0Byft&P zuN8kNWRZIpQ5{7M4;Fvf(=z;PK&Z#7J@P?*gVPK-o-mE^JG{*}>$)?uOik&Dv&f*t zJN|5|enBq|Lcc0{l+b0yshxm?&0BrNYs%lbG_MadsDMFl8`Q6Bxp?nJRpdFI;yj1OLEq}U^PvRD6CtscwzDs$L3%bm z@i~7_4=2ny;{Te~Q#da75Z-Qm)?mV}4Ly&f5q5YpyZlv8J&EGUF7x8WHAT~p3T{UH z&f)Nq9HPn3j%VQGI*<9EIGc7lvEHVwlK9Wb95Nr|{=L;GZz*z>yWC7a={ZYy>eF5y zO>`BO5Sv<8zMFl^N?4eVz9FVcSK5k__QK*8y^*aW~z zi^dXHu#e=Ww-`- zIjFZ^EmvNMkJF1QfRyIkCUzZN$E53E8{QOqtU=@BdE|J{*E43&17xGZc}?`M4(VH@ zbhI#YRYD_XCRD(>>LVRu$lx$c@!Bc-!RpB(u9ZMnEXWJ$_bpgzqZ-{7)H^DJeHv)> zQ0EW3uqE^4-z_kYgpOEXkV~sjk9HB!Ex7Q0!U2U9EIm=3(@g@=lg9D~pLvcDIOGIX zcRBk2u&|eBU7ivV^Kf0n312O3kCf`aVP`FKQxkJ~Bal^)PMo*I zUStnNN!KZvDeCr^E}H}OJpB8!ak17)Tj%yRXMg~YgEB3ndFajev$7(;dnmj(4MW#& zO`UTwQIpc`XuVbmv@odJ(~NrC6e=gqwFEU!EivXCqmz0+WE85#@r=QA{W;N}I%dG| zpKkDuZ%sClc4SSp#VtqHWx%(?r7ZXj&%@UpJrg_bWT`6ItcTwFh^ienhnBDBOW%>u zN8kC%yGcVcvdVDT2Gm{nHJzx6MV?5X`15~YcUM`fo(a-n6?B!PKZw_$qqMksfk78M zYdS2#D_{7;E}jfGug;gf#mW~hFTYgwy~yu2T82q8IFAi+DfyHB@J8q0-XV~-RhtcD6`Wo=q!<19MKWxEP z{p0@}!3>gWFE}H-hQYH|AKLv1o;!o0Ra{%?DR+XpJeQ3q`O~Ph+no6OyKm)hMS4=7?CIx5N z%LaN;^ zHg|8gIc{6c)jkC2cE>VgZw?;Kme(_9eGZs2@yj5};0)L5;yiVTD)pIn+kBJ3dw$TazbR3ix55geR+uj(qJM@h69UMQYC|``lOxbMx^FQ9X9?$ z10C9SX&Mr)!0k#Zr>rt&`!PDl!@}Mw=5Mczd&G7BKB~S>qCay&7B+W`UWOthlS4435cnYlW zNee>f0|t{=gQb&BW>EUM-Oam7OYZOIY;_7k*ap7l@@_r6aH+ggrLajA+VSGyo9~=+ zKNPTjyIpVEJ|qUk3eq9Uqn+p>mj0C0XLMRsk8N-LgZqg8y`wZP;(EQ~%W=&8L4{72 zZ_+WZ#n1)H&2-QfB!@=V+J9CL!7c_qLe`sxY`qnI65|M@6%0_Esb zo60}b0{C65P`JF9 zyh$RMI5eK+NJgTdF^J}?6F%~>3#9?TTFH2Oow zkxg$jQQe?pQp=GqC$5FrdbtKHPqyeA#3mR^c)>qW-WXZdz8Cjfq2=?Ec?`alCLt}H zCwK8BoK~+F5Mg)P5eQ=f<0CAW+HBzW_!Scy5j!s<)Aqv#3@R* z(zrI~awvMo!zj(|?i^LLg5n?p2t7;IdK%2B*dRx7+T?kT{E0*V=dkdH!H54()?tjZ zsTk{Z`c`+M5GK#!W~QOH>}O^hoA9G5F=a9z&3AV>moN$#IDG8082|qM{jc@X!S#8{ zaxN(4Ig-a)gyWRv$D7YH(%;S5`RMd@k#YXKBVaDLP4H^s)jVk!gc>yUzPqoUV^Mzp z=&Oh5WbHUbP(&0*^JX4l33alIjdI(ok1U;dtf3qNxmj51T#m+BGEsh#qhdq4PfqQo z!R4#ZwJG_b|D0?kO}TX&K{!$tB7YEksw#SoKTtzgE7_T$WefjydKn zdL)P4_JqH7hItfpphSXpq(g_p>Y>-~BX6$s3N6zD03Ax8i?h*7Glx7q+PT!ru=tx5 zkCEUdR(5Lf%cBSCI0&uWjD!*<7U;FWu`1+c?}vQ~pPC-QvVBiL4aNmreNt~13roVF z?jiC$9=_O4qr10x!VM)U&AwBF_VRTkMg|r1*u)&Rhh4M~#np>fb z<53h~q^t_@yK9G$HGfqVywPM_F!!aiBhN)>Lzh@+|KvKFhty*cOoh4S&^KKIyI}5d z922Pn2vstlm&KQEt4r4=0jxLvO|P&r_Kp8A9QglUxEKe2$};?Unv<4Ze;lBmvqai@ zJ^ndmtB1Xwn5ZM1qv+$0d*YXOs@JLDtJoS+oGZ?F=@&unPAbSyO3w-!POLQtUNk^O5M4knqi|;&C%G zA$RYlhmMAO-+~|SqkZFIv6q9R_j`MIBT}D12!DD~FJW32diMjQz44S2komMw0JQg*PkS{p z(bpd>iJN>Egb_H|4CFHlvVP6kjFd7W4Hdp7YSM|cEi!kG4qW;MCx?ALIpIG5w3Qk{ zzI7ie5Y_egj7;Kmdri;DDJknP+Mdp7`$dwOOuj2kUl7+4O*CJ9&Z+f(`yA`?t=u zZ|pVym+XJ{@ROj&{+2Ka7dXu&460zJ7*vAtY)yD@fHS))@`CJq@;py}_BBqSlb7Sn z%euXh*U}pb%RKvnM^YMe zS~rb%8LQDCrXNwxezIFi0V*a<+7H1JDNT?7d%iu>bu|+ik-)Lb90{lQA}44r_eQp%yqr++rAnEKK`4(un5#I`1_Vy_{= zxZ1DvO?nP81gq!Sp0*s+x(n&VV#rV5IXo+l^{D61-VnT~h+Vc4ZP=Y1=>Z#&;3U)P z?IJDJ+Dv;Gj|WZPR5D{5tk&krcZH} z_9n-E>LP#f3!RaB%Y$k#enK{kW$zHS&<#dXVjQhzSNv0Jf5AUoVVTl@4!-(*voj%- zT5_$UD5gbwI3nkaVuZk`^>m3do8ARA%TPXR$`Ty$!Nul=m#}pXnSPZUieA@5^pG1# zt&J+Dt{UAzywaa1OQ_&*>O8ThqwI&*Ox|q$-b1rel6$`#JeLuG^mP@TxeH)~8>#0i zEe{8ltLqbZmkVl6B8f&M!sJ!+dZ6G?-rQXRSG0>y(SE=j5-i5xGWmM>4{UWz(_dF{wg`8 z2zXuTtYoIHL!`32szZZm)YwI;QM-@&fdF4kn{x64~8S}gzoJjPU-xjLCy9nggaD-@_)ms9FXi!C1! zmP>bqDh^z%-P_w~xr>UTnr^phQ)ClFf5*9K30J4@AzBp!p`3KOm^vjkuY!Itg ztcP_P88DO*wfYB;fxik*IBgqwv-YGFJ;mDgs8UJpI212PZV*2Kly_FHgBM|0BsOq& zRbwWyCsI8X^(THM#xsUXujz)QS{oqCX!&f~NlqJjjawC4?pwlOiKY*~&j05Y0!)G>UAIS4k*`%I^BrZA=)lrO>nx4BZCVlEk>CPFq;SD)c5?5SH z2sepjd@L3ySl(Y2^9J>%rzS7$eZ0VJgOf(2#^*YSF|Uxf@0Hk9*k4ds{G^qvWq4}` zP#e#+33m2M%=JWH5E(AIS%;&Ol``&`RRsO5L79X^Sp)p}?UtXE<)%y?Nrs7&afMNs z!EbrA-|7>|`6U#b?k_W_g-StPW1!G&N7Btw)&y9Ve4OL%%5 z1bP$PxLb!pz*emdHXlp=z-G`6nEZo&FfP)<#+Ruc_NP*@*wL>t6{DgJ}Ob)+PJxH%swFP@?;oz+@-%dypcz9zMpsIxeK{sp`EMJ{^n#q*>NXbd;{~ zF@)?ci+#GLyyR2!&x6o;%6m*Q6-zBG{z}pwEXJ#Ja&mN_y=?^d+h~&#=SrWqZNH@0 z`T>2S_RkFBXv)}gyqq7IRlMgfnJ&hXKvun)Gb*Xn73G74GK$#AT2V>scM&7NLJO_` z#JpPKwvy%Z?hF1&l)fSofta^)#_p^-z7sV?*@Z;ntZ#12r~kqHNF^m7K10QHav!%Z zePtsvr>jqTS5j(4jjh53b;WnZMOArU_Q~$HT=(q9$Azj_jrgq?S$=iG9kh~5EuFvQ z`c+>sXJ3KS6Ils*xU*}F@w>&&BJRJGPe%~V5l`O0%nU?!sp1FUBTf1lXQ`WiXfW6l z8PZtM_;`NTq%mXR^*`18Kbj~mLsZJzRr%~NxgX*PT;`N3XIGay^_9m+E`~I655~la zB=^BacksjslX0>!kkq3UaeH*5hm*2>Kf|S{zI>5s=Le`ng|-VA7qO4)fXVZ9zIg_cCkVj>9J$+r(0(g#pdk_h95Q1&t3Kw3w*i%Zeigiu)1aD*03H z$KS}ZTt(a)XvclEL7rdwTtwTl-KVmcGW?*X54*t1gO|@HoUX-$i9~vWjIO7ul9l>i z--DrNN_6ZNtf=jdd~D_uLUKVf{^|6m)8od~ZdPuI6n8wyjNV1y|4%{q&p=55A!G7# z*ce&3psnex?np_QJ%bIXM^1;=EN7X}JGq-hEF+vM>dxV0rOo6x#<-5#R1U3qNyuzB z85u?q(;~K?VO3S<3)@Nd8M8u9Y$uT0#ty9Beg^YlI3e9zA_s5}(NA&R9`;2c7{s0? zRW(@;LwMBfnIDfi*Pii2Ut%LkUT3AQ$^}f&ZY3*8!-}bu2qqA0*+f43xU42(;qd7l z+%@^-C2wh6WvFUuH-Z4?`J3Er*hwfM0q!YaaDM~d@28mL`HINEWPIA6mj}=Ag0B;ww2l|IHrh`yIV7flnT)RB%i8?G8uvH{5E%=N+o5w{Nze zzzTX*S=q>m*10+ro^%=rt8H8vXau-9={d6PQf`lhoA`a*I7)GT?QJ9P>$q{TH}0q6 zA78Jb2&$}_+KPfWXvNa)Xz#w8i7q(O1-apc-+OP5l&+9bI0mVEx@4mx}z334lQS>M|esfXHqYy(Re4q&X!;fjIN#|E1z zqSHVRXyn*T5VWos-_Kn5Tv7VPy0!^qXE!Ezuo3BZIp~_I=<6C)w&oDT8s%~mgnT9? zKz6B!@)B0OTI>BSOo^O>%QUAbwj5qHIgatuISAkP!0qFSP>_7H(;#?a%h0*}Bxjz& z5C-=?_}a^|oe4X?o>xw7HWM|bBi?Uy@&1Hx%p&)QZgKH~AqOXA-gAEqK+>y-#igIu zFOk~1bx35<$>_YzI%9yzZ=%asDCkKzbYh5|XC0DGz7>%x-s*p(ue$qzorbmH_u(h* z4HSJ7?}4_IcQ(I-5%H#Q=+5>#rwZZhD5M4@f z!7bd1IqY2QL*p8BpD!ZyrcsuMosCp;m1ThiIF-yX28BLg)gFtoW?XcM@V7sPE8o-q zR5`Ny9cIw?!u!w(A@eP=QF8|4_pr?a1;wpIBkBkBh~!Y*E3UfyT+bkBQ##p|JDDU) ziXPl=zThb~BkzCY!mOMpNIAsn4=b|?gkO%VT66Pt@R(O^!q+GlYM>r!$qwImiW@Wxkx>ci!v=E4JrTi#LK)e?xq1BG(1L94nN&$#S#OoM;u zlhL^AONHHMW~MLOH^zAXQeqGyjgKcmc$$>xOtl2|a;thGG}^DgLawh5D z-qh_B(%?~9sN}D|+&FQl7U;9yUNAe__R773>Y*XkRv3z)RCcDiUgx~*jBaC?&bF&i zmDOzw>*DgvS^44Q(T;}-WPkcDk0sMUiv{CtvYY*8_3NeXhi+vq`lybeD}Z1cDWj~X8)CKlo&6_^3X=U5jT`l|dU}iOt2}~J|Y>Tr@8?|iH zJuL?B4^OTW9Miw6`#k`jMC0t&l-=H^uD;@uED|a^FYxZ#6z$zy{WVDGP+m3%5?OJF zoE;fg>j3&Xc~Po^DsqZQy`sX&-%jlQJN@?+z1#=Cq8@|IjKq5-+QL5T=tQf|iAKK` zRFq*JPHe3#=y$!Xd`nk<;g^!;EP)iwitdzaoq+$*Hzc+^UBO)D4$g-favryiGWcx! zW&2@*y&OH*g+2ZC(C6|UH9X;OMSQ-a1$RlH{$J|tO_6`3*^-JjIXUVb*obf(r~Oi0 zA4jY#$jcq-uX|E43gKhX|!?)1RfD56Hl7yd5*h z1;Yy-<2voZH~EQ}W>*Xg$Ad@MaTpXo7Ts(RskFn%;>pipBG)bi1yd&kJ zc#m!1rXet*CNR034+*oZ9w+59^oPH{L^v+(%F&nKPZjBkiMM<#WYrTc z3h5M))H1M>zwq&od73jMHIh=_x>)KHlU*Y*R%W6 zRlm8F$yy39R5v_nW=36xhkHZdMSzDf!w#a&)qyy*&F3M_-yx-J~{Go_P}VP}g~D}e2sfjv!+aKb=PWXmk0 zV1&FR^TF(JvED<4Zt~C<>@u`sQA9ei_;VFDmSTMO|I+>p?AG8uyR{)Nq%%op7FsZ- z_IKO8S;b^PW1~&KHPF8)H!Pg(^(>n`o=awtJI>CEYs$yn0vt+>vUEDmFy_;`9KabM z@82@CYxYuvk)R{Jm#1zcn^<-={8)mK)zmK~I0l`sJwG?&!9oxX1pf%&3L7ygl=o_= z1|FbisG@1U1y?kxDs^RB`F#axK$sz z`5SRrnTY#+ID}F2v9uV{qFur$4qNxz!Wmmt2h#~iQon7eC*KFP(rZDc!{#EPyMvaK z;4q^`YxUlLdPJF_5%@p-KC7A0^K^tUf4=#y(C0Kh$1IOMB{;yLC9u4I$TnQLo&m={ z+qDyymk=^tG=gYA(kO1Jez0$JXz^)Z-4ep`$d*Y z|K>agDxUIUVzH!3SUlRSh=J5~kYNhHz+-~Vt4wz$Xn)bhosa3LINq-bk~y3~N^QE> zSh1?!PwzQmq&N1rg?ndll5X{PT5tAbG9aqO$!?7C3jZ5gPN|;CrvHdmuSk=DoR!3iTWEc~SFbYtL4&UtOC?%cJ%W%QM^J^W3mkmG8h( zp;?T}1)fC0J4K+qO_dX5!O=l%AWTmtnvta^CRU|B29Kk&JE$CKf8NqK2CO`L{8~hn zN2vGCk3?YD?gw?c?N>Pg5twl~MRj7ik|ar0lI|Sag`d!1Rzl7x1ZgkA~yHfPc09%|Cl4QdHyqVbLIPW2BXBH^)z*=p9mq*3E0kbZZ3~sXYM^WUJ8RAphjJ)A%^IN;ry5f`6 zl4L0=tZYs~-;yd$J%P2&uXWyWXC1@K0a6q1!BfsDFF8%#7Xlr>MeweJ1Ck{DF}};a z2z_u!?89mC@}Qa2@AsgOMf4LDC5JLDiM;Z-Ipm1*#JoXNq3 zD>=mH$f+wHaj79_SsNkc6+TRE`)5+jdK%Kh1ldu(5F=WmW5BjEJF>Mai7+gQoS^u{ zGN`BTp(r*zx02v{WUdJY`3|oO;qhWSDi6cTyZy1kzH4*p3-a>}i;REIi zGHYfByh+T1A}!Ov>t0^jd~!XtRskKnNZ%*(mX~RWxwTkz2Nl=A_ZJCr;6BZt9UXt- ze*_kSEDB3qZ7^~@#N6~_duM;3k9*C}^h9$NeSsD8*u9M&4&T&?C!O+me6#n&P}B?MGHWc zG%NUCCB@~WuahInO#EG=@Y;{SDB92l9qqOg7Lk+DbxE6bicLLDQ#ku`DkNSMQ&uK z?uCiMBD-^5;jrTYhL;@&lND;$&%YJ!J{Pn(Q0UW9vM-%s|5I3y!p1)T7fe+9G{)L; zvZTCWxQe{|stq2FZC<}ZRXC{5iq`a!-xnLpXSE5z;zBwmSgNtZu?wCxM*gR@f?9f^ zqi%+^06R<^?O6JH{I#52Wm)$M<_(QGTRM?^E2V;>bDvbaf0kZe$7x$o;gRmR&v%YQ!Nx!O0Qt`r|^Ozm)HNlWZOo~kLu5;{O64+LuRhNn80m@z86qS$m2L6~x8ECveEiy0pKC_BfX&l3P4+lbXe8~Of7 zAihkFS>-N{Wxg9&O{6U1O|P)gBSD;OC4XXTei)m6UWH8=$~2G{qr2F~wL61t@fKPdHo5m+vx0>)(a?1pW7|2F3z9=QzKWyO z&lWzDnUM708FH|F33qk-o87Q&k^E90_X#KOu zwhzR0h18meV56&YYe3+-6_!w28Dvt>BN<~5I?139Gr8NY1Gi9t9wNnqezBVaa;MvV zvUK}fFR=`gRFj(>Ktj#b+_l2F`5(cRvG%{|^3wZvmE!{Gxi#qLHqJQ$bk_Ugecw!W zO}jyuQkq3dGF);ihRr$qKD{T zrs?%H92c!}kbLKZuFtfnSCfjpTqx-VJU%7ti2-IL2)W3L#zfQeXiC$`p=`m`0Q19J zAwxa?nxu``-)iChuai{XCPL|SYB$!e0oUtf2Tmaqh*AM$d!c{TD1qn$Fyf` zqv}p2<{kW${r(OcdEf+ywJ0efbd?QDoB-(PrZo?wHIR6fA?g$2RhEI-Zu+xxWcag_ z&XrBzPG$&^3I~1W`NrIt^Z?WfZ|$;gk?yB|p8P~6oW3+V80(x>evq{a@jrYYR!-J- z{St!}4_B18(KH?;-Q&MabNLqT!)4f{A2=C;=K3A|*c06)?SJ9l$959%^)&f2mTG8G z>1*aSX6wdW3Ye>GR4{vQ`!<_IUKD})4D$}paTuIWj7PwIgrWBV($sr6r5_ z@}MWwvwJZbSfBMdBUnVtW1fv6{OI#g%Wu+E+IB#$2wFbsu4aXLOk0;w4L1T>>NxEY z5Dd7YJdbfcjS06_Y7*?Nv@4i?@;TFwfSq9>HTUP_7><%jZx^_8^e7dsXhidGF+7a8 z1Xx+TkPZBAEFq%degytK^gbq0MDgTEy9qWONwU4$j#+<-blAUL*2N=TRB2gL!gW_% z&2*)e$$6fBvt*sLZAK;Z-n9VwbUssGo`JCmpo_83KEp`%Sq3eTc3A;@OfDR)6;zCA zGlWYcC!*$+qd5{b3_@XZwW2-PvS$a#@__@z@<>-PCKgq-y5ibC?}tnNcU3+>Wo>y0 zUP@fP${*I{(J3h&;OH5iQOPDk4;SxbdWMncDhV1%UWS8ccbG^PxJewj0wutO9TMjzY7kDm= zcaV;DG4VP^vnXic?~m4gG#dRL1_Ww8pyr@1JHR5i7r;rBoHhdF4Pd>$as!CD`DSf3WYw%(hq|P_g`8*Z%$px9=P9U|kj+)dz8A(MROQ0w@D)i;Np~-e;$PDVz)emTrE3b<-mO5vjwR z_zfc#+q#Rrs9L!#zWjJ1P#3NmBHFYY?6}nSwr^rLoD|>EY(T`2%J-92*thE5^HZg^ z!6_*z@umk(b!CGG5HB4!R0G45SA;xh=g?hBYB8UEJDk%&_3tFj49d-Ykil}9_Tl<^ z&J;u-2BBGd^0n7+X3yR6sro!!zO_Q1PlanySPO)mPJG7+aXw6MD6haOsOQtGFB)iB zr?o&G2yj=zU}yBT{p!x!Y8(DJ{7>9#wcDBUjELZ_)l{1vY!f7K8L){<&H(>)lGbS} zBY=(J%L+l)?#z6g7RGt16_){C+t`B+XH5tO)F>9E8eDW#kPVR z6EiZL*`n@{tSPiphIOvqhDR1T6_6*ZT<<56K)t`jSbx1jAk=%e_=$`Rrstj9z5U^Q zHwPHKUoG3gO#1WpsIU6FfH8TIIY#BIe)-D6N3sNp!H-ve!m7RAWR< z7ipVcBTi>8#|D#t_ux z27B;o8@V{A-=G#FTCpm-wi)py56U$fSphH(cw~+C+onkVvgmoxc{|s7x)Ib3hclp1sdU!`kZ{M!yxnR(JgvIWAMorp zLdXY!fZHm9Qre{xM4Vezqo9rE>c-9$cUylaaN~iy_EzHx*EEFy zBqx}-Q-4>$1z2wMQw!}cWUd_`9%E+NvhGVgLiM!PN{!eUpnv8Pu7A%Z9>nQ} zIMwJ2>s|i){ud6hvk-`dxyVH#DmQ&6Q;ZHDj2WoUL-4o42W@n1mZ#K#n4iuRhN*HR z2AmD~)NMFDP5F@e-oRj&@-GW3 zzG8XZAZLlU5nu}T{SZe7P{TG)fdU0}@aeo2r`4Y^2=i2jK`a)y-_k z8H9blAlsM26kPTfBA3D^#8=6ck@c|12n}FQ&0I*bciT->2zDO!fcbio=++sT+WySKH_H;5U|NM< z$5J|g0ALb)t>hPSHdp8nf=~P0zrS7K*7=hxzrSHc;fBP&rAR`eW0PSsb&yRgV<&9U zM(}eqOJ-KG*-;+f&OjI0&F&W7{ygI1gKen_YBJ5z*>-opi8_=l)g~kW@^$jemh`3H zW&H@vQiJDmoPijwU<))=fkh?IpCOM}S>Pg@j1=0Tx*JxQ zK@_CvyO*{8{u2}+te$q#$3Z#Ec5rnmoAyC6l>L@hv6))Cnc|K(CV+Ajs zx`fMc)uc6L@C4Y;a0Ud7SLCh^xMEq@79_@zuVe zpt*i~0{mCQL=Vs(IBDLzXAakp7Q5*X41uUelji>&UNw5ORg>3i_`{6Kd!v6Z; zxPa(;;9O9GqWo21(Je5YU8|yD__BKbtIs8gggRaxnzG?=@AnEFzw`nk23tM3P3QU0 zXhQCOa>*8k8RgVy9qaRfVyd0(3QTWmkIyPMDX!)chbI~JxN|DyLA^K#CfDr3M6Dy_ zr`AXI|IfDQf6g{8L|`axyDgi1VNjU{5GV_YwpH7-{xpKYr|bKek3aKV4uz;!p^X~} za}LhO_}|8ZkV>LmX+ZMa=k;_)1+$A%ZG zu)lEd%6!3x1zuSnpiOgqgT*IB1>2*(h7l?@sbgjoI?_l3xTfbxZWc!ppe=%5!tNNU zsC&rV*=oiuvkP;vxb=`OvGQfvJ&>xjSd@2c=fq<%(dhR>2Y}O->y7~XcG=^P0v}Dx zryp7Y&G~$F3}#n1tf2!9SEYXGNATchg-4(UnJm2>%@0tyeS1#-ThSg<8Op~49rc$# zJG_ZAz_+TE@-(jupqodX!-9K#@!t9nhJ3L2Y6JTTOo!_Z;1gMBl*Y#N$(p?PPZh`g_sDL>&7I!k(CE9q(JIFwFUhy#WU?}}jtI8hqr|QsEWnDF*7f;W1F6nB1KnLG=(3U;< zwlS3Ds=m759D;-iT{~}(Q^t2J>Cv`|zWjCae)N4ucx<7}2KUP^ijK~xomEAN+YtAo z5m+6cY##(NDtdERVyQ}Xy@Jo75c$3K#;=^}CxyJsZRZ)@9s7`MwHoQA6rnnfRTU5^ z&d;tA>~1ODWYex1-oyIPfPf`rb`v#0-;X=05pih1GW*Tc=rraai-p3r>NecEuE>#g z7QrM(0;NBc>uu50Tn&o5e}YeEA;q<3NK1e`wWBS}CEOOxILOj51sY6FV#TB>yky-mC|9hTH zP24n(-(0xWrn6h=y`0hAIZut|LvLt6P{xi8)HdAj@qm~SMqZLLay8mnK=@xOG0RRA z=CvD@7&#H>K&-->lA{-H#dYD8g9jK^ymA<>vV_?otC~>7&x)P)L+ZZO^ojkh|BtG# z3Ts2%w#D6wLy*!IhvKfqU5dNA7k76r#U)57?(S~IiaR8@yX(#BKKGopU-A*&^4pX# z<{0`dgL~ARtx9ypW50vI9L_-tjfCyB8v6>}kK4AEPg5pguRQ4nPg%B?van(9g0^a* zdEs>swzLjv{RF3IT1^8b@8IJP$4+kVCp(*bo;#>6r`SJid#jynB%}nt@JW84qM4S^RTLhPbt28lSWcAVOtxPp^EUbEvH9Dh|IlbzTIW=nrkD3~*&!$z{8B7CU-@ z+L;Np1mz7{#b09v(L;=IcL^@jj^U_)up5Xa7?)j3dsm%^zkQB#M-_!s!Q^q{owqvn zhq}fObYup#P7t424E4PCxi$qG)vr1LKoL-Y+yQSRQ)lCLdhyxpkHM(ZT>^o?qzo}v@b1I zH+yy*hmWQjR6O3w!l}U{-pf4EQx1mY`@X092;Q$|NHB5~n2Z(Z^z~&w=!Q+NoVzH2 zk}{O#qeK88^TE2 zY9Y*z!=wc?Hm1R!T%DapQ>{8ERyiE9kR6{5v}t=d(rmX*1fVlo(MZzM>MyTcm$07p z3Iv}wjyIegl}|OkR-)G}7@Nqx3=n(}WX!%mh?`m8K|>)cf*8>#dA~3r{|D&}hl#lNlZ8+0Z__aIj%x1G=xF9sQCT#@J)wOyST=)KF{ zXs;9a>`&GZDHsihC?}I9dBtxN92h>I&RH7$T>sIGEZHOfIC@g{zpO0U!W4Okw?f_v z`*EzEjnF$Oi$m82{qG}D=ZJ_hBt)3^vo>s+mGNk|ObjOm=r!Cwzo(gz@$dCeD*yzW zy$_xgz2=hdu|hBQWUJX!yvYNc#hcw1&r{HQe>yB$(!nL81a`lXor0#`frGt8><`LU z%zVP2eih;&2ZynN#X}qotIav?jO8RD=0&YxLqhDk&aMmAq4@~3raYXq$5!#Z3(gM- z;}8oP8djXmTfERJz4M1M6KG&Fto}VH6PdVvqN(P79<^&Y=N1maAXsqK?k7c6q1}S- z6#@pXv>CYrbZI1_8S@A5re1*pm<~&-CM*N|1hUnYO{Bd6og$0O#Z{xV6bsMB(O$Km z?vEp}QzF-oq*2#vv^>EYUHrU9C*p=;$cF(S<3(r5oNO{aTOS4wAuCy+f~*TYzF=WTy0 zB?rYT__v;J`G88BuD&-&M|C>d6%7awh?0?9K9Dc`)U?4Px&w_w7Ss3kNG}SZ2(`e@ z7j>h9#{oU41@_nTvxOetNbL7xK3}X6fXzCpKXW{#=|y@j$VI5bN?o^4?!tKCB-FwM zFtkLC*(>l?62@SrmQkq;9Wcv6y)`6t2JF7Oml|DPO#9T$8V;Fe* zX0$VXIzCY0#6qz3J|KSFta$dx7qc4sI74bO8hfJYtj=btmyW!IsTiUP)9f^!HGsOq zs<<#&p(A9CpmMnqRoVs13}hmg@3mJw!(GWsVywMxg+))W%sz;saFq(@i`se1}bcp<0tHdG^4*J_R%djGp zoLWO~m`nB_=0rGeR}t2CJ-D*N!;a%mvd}SJ_?h2jF_!_XhReJOe;gJ!eGAFRLZ2kj z+}%){DkA-IFuo0~7Oy=nn_eS=r0^RXg{>!c@J!wVFwR&*{TY~aLz=j3k6&x~o#JT+Zf(&HJ!o1(4$AQe_c)t0?Z#1(EW;UsIS#-@4 zoJZZ@^Gxn&VEQIHVBWFlY7T8xJ@_@&k5x9Gi-6BV&ex_O3_nKugGTP}Y{#*wrEy$f zk)bRSzOz09l6d_UU%Nj<@#d3?OuOeI_lHnE8wkvVrY@!r3q;H*v05`N+bo0)5jcI# zc#tvMws3T&vv>L}oUIPcFl$ctXYo46Ckp2?3*)F~q=+h?CErpk!IM$+U>sy5>-I^L zi{gSoN<+7GELUpfe<}#CoT-1yu1|h2S*d=K*#6^3L%@?6UUiH5W}=wgJ^oEIHt+gF z&b3WE^f0sI+jhMWVj$b=a)1^^% zLT1Vus&5qEv(hru;^#I`L`AF8v`BQ!UxA8xKpC1;ZMM$uZ4Gg3v`u8`jfjNV;^T!S z%dT%J6hQeVn**|tt#2rj;#0o470N*yemY-EOh|)wSht0YGveooK|eP_27-Femt&`* z6P-4nw|ARr22gssf4ST&B(sb<`lfhA|SD9BrRKb`yt*uOBp&Azf?9sGlD;PI@D(wR`(Q`%tNui4#ut{()N_Hm1aKWLP7 zGW`!%WBuFPoyfn?Z)_Y{L$?hyg_tzT=kvzL6`5=YXSy#}7X?UZwv|SX8|9L9807pZ zyFQ)=25i!Th-L&<`5PWIj@+oQh2mVhA0Ytc(0j}b7YPx znuuIfLNbkn&>YmuTu~_Pm)kbhDt2Aonb~jHOwe%IXE2N`h2 zJF`iGKw1?7_(C63!WU4;JA zvCH5EW1sjA0ovDX3Gmwr5vidbD=(z$&y8O{6mV?HzUR05314WkCdx4n>+7Wj7a0R` zGOzrn{ww@-LRrIJGq-F_Ia$EqbXCPaB&M6^pLSROl6uGb4v@qU3Jdvi;&vH{yVxLF zK`rTf>$=!~GT2c4p?mw2oI?3?NTi6X=uAP6O&wajoAADKDHI>;4cGXSvf54klnm}~ z^NwPUN8O=s)ord9;Xp^DH^O#vz3VF%N5zuigYN@sC6D0BgMCeApifJ$2s|ym$1jkh ze6)e90ZYJBos<4d%QfdtAQWRoe-P^s3VxeTDNvCjz}Rp<5_NABKXWfun(z+oV~&vq zZ$B#7a%y*ZENd^zDp)S#Oc$-$;=QRu8#ugClIc4+3MP7Zj9Q4rU?_nL;Pq0f`}CG( zabw1uc~I#x^r!sX6T}STMI2l@zkKFd!vJxz0Z;ecy<*!+iND>#mq#*uq$FPnFv*=u zfBAjwF=ejN`mnI*;_{(!0KySp4I*ztkytDCeH$S;wha9S1>{C%Iu2TC1CTJJfcm8p zvsHkRU$I=V9C!7xM@3le2;q)3)g*&jIz1+aIK$-7?Db6&>kB3ji4O7Jwy{I@Ds_5jT}f#6d6o@ca~^F-8O9kK9MlfLsWM9+$tlCY4dI(?=l!$8Q~o_ znA_V4Fyy)`^ys~KRV<)A1b<{OTqrgL*jY0*S{g!pPW*kf(-^lq|2>Q>m zMV$P}42s4R{T=33bn#@_&*3suVE1}soaJ8b%A;LPHtPz%iRu)j7Ku=O_{0BEZz z8v3WuowJ5})Q9>$ivgn_P&rYc`4girzQ-M+T&qx`4t1w&_bwc&`k<%aF|unV1qkuO z2sPj=8>4boj9?bw|NKcBvmz#mKppl|hgkvb_drG_8U!NSPJqmCEU}rOW~9gkk_)`y zh-cpUutfv9Qw>th<-fUR?j5!NwX6~V{(BO_H8k-nG>1Vq8%BZRL_6Ce|>(7DJD{ zUCXCQU1nQ{clOLYY1Ybq?WT3~4b{tSB)thXHIziGheWL;J!zItjFGuuPn~qMoo}J9 zQR0$v`_|Q1ruH5}3su=t7n1}y?JYw)1>UV7_koow75yq<-C3iM97F0}99!N0dxL2o?eaS>C z^SX?kI!zZ-k(bhQI_F^+8A*Uh-0IaHTgyxMM^l?&aA{a|``=^CYVBz7&HWf2nNV; z$({4)$w)sMjk}R1$njxyP(c)GCbKVEG_n0GGY4)P4~5$y%A;c;=NY_e_mI-0CNY7_ zzR{x3n;PSFT9Rv)RU03o@;Y(LL$AO}s>$b|nY{IP&e4}?`o9*R>PrAxmPBnqTCUTg z_8s8|W`3B$C7FYlB+j_N%oP}nT{}+7UP}18(RWg~NL}^Lk2Dl>mT*16CXPG3-0*1Fj?y@CSh)V1hKs5uk;-h zCc-^XjI1^n0K{or9zI=P>#+3?u!f9sv3Jm z)BJ2i)f|+j)_86@_`fKF`;Fh10k)&1R4ep~%%1a~V7F1FTG|(X$@6KjhQMgp9rehK zM^Abs)E5j8ocWWS9tU#S#kAt|Tf4|7Xu`0a@$B&5?EJx~xLz;7TM8RfgqLkqD$bg9u@Ze{F z^e1RoKX{W;MO7#UJ}>N<3Vac(d##G0@|7^HCRgbvntxIwfz*E+mD~u3@TZ#Wg%goZ zI(b)x{yrC;8@;?_X^8$IGiY(d<^USrmEMG0b|vf>?wZ%N0lxTBM0A&s>dJ+ zy;nJZxB}m;shmp~^23=20?o8d-vGDv!i?J+hB8aq$x6i%ofQi{!yrgC7#g#LRF}9t z8Z-3fC5kuMd^!R^UMsN?bBoxNC)i4H9h)e1T?JgmMu;ZK-2>d)*)Np7$~-JWucF?2 zd>z6IG;+R7Q$8~cl>kOTQl${w0WE=uvr_6 zxhMX_KD_u_Ke)y3%@#5i`?ViNbA=BFr1%7xTJ%2+t3vO-AZhnkyk0+v>Vp(@o7g6Y z`jcBciwPkGp3Qlrwy2#PWEQcchD6PkuvBZ7dBVTbTLnkhgBTujNN7aG(M$>xGI`NI zLd2Gq0(9CKBdEI@-$kw;y80thew{L51ZSjYa~ZRq$S#WhlZPI*i2u8aJ2S!#1Eu8s zkfaKu5YqSc4|aQqjqwaq#2oaT43im;0?lC|@w0=^zZa@+PVR6kn{}E=R?Nf>Bxap= z<-CJH0%47WSYZ)+;tRC8%c1v!mb1Kmy!EfkQZWD>-(?alEYomoy(aj&O%*FSeto=c zMX&RlFMTUq;zFqSV8^ST3*(BLBUS`@qP-F1zIC|(yYBR)%GX&i`vy_`1?q~-^RO2I z6P!kF!_vD0$RjSxUnRz>onTbaj^9NntnGu8;$(MNKLI>P3;k2gqU@bGH1d5QPIWlJ zrW(CG5*bsTcXj>rYAFw{snOFEHoERY;q}yXINmL87SYI-17xqqy|dpRC$r?^l9GWvG*r$E0ZQ4e7aodv_kgH5K@!4vfZge#h(S?!odH9DyKWE|rf=?DIM z{CzPkZ-v_aFB_f38`i}CG?O4_!t0&*l}zF>aRf}WNKUHv)$t6Kgm&?HPb$XUpch1z zkMjJ$HkUef*K=2vvq=U5-a-#hR%xYCVCzL!rh%f2YOzCWTe=Og6z~}yl-sAm-fNFx zxf#OvHt4dKhc`frLw@K_$BvJu_Bf&4C>JMz6c~bqLKDlLk)<+u?Q;6tb>`v4sZ7*W!<9__&y`sf_PQ)}Us zz@+ng4y#X1Bw}i3EI6;mlEc7LwbeiNe>OvWuDu3EK3wC19};QWH!=eA$>oW8QWnbP zceK(?mpPWXVBQ>=txpWl-s3nc>8Bs)Oelj2WCZ(@EDPVGDaTe8;-rG~ktjm2n7qDv zGKFA?{PVX6k`vLiKD_TE&GAZPj;ftLN?Og0CuPW+Cwq_0vOuL2yo*A`2meG!O{_Y< zX=bO4^mGE9X)b$p^pxatkU=6DMWtbZ@9ulM6MJEXT#qM8a7n_DVJkhsmun0OHti3qo}cHhF7MPSsc)ZFAyd5Nn(r1?*D=V2N|jQ^ ztL)LFbj}^gkI6!TS_Xi}_*P}v=L-3o$-6|q{VHL182dvgvmt^veTDpnIQ>jB4L-AC z%kRpB`J2cPt$U`Wn!k(qSsZ&E_3u*t^PxLe7x_3FHfVdo3TnY55vT#- zapFsxv5Uj2rDG-u3SSo0G_f`KjEaM&4HaghTXgjS5g7CxrFUHH032w#Yza@i+gj_&*CO)Q6E&?sU*1<8R;yhDmh7QbDOrA;2}MoksZJ> zLVM(lF-)W0o8dnJLI0|M_NpgksbGog)tCClK{-f!VVLA>r z8|a{X1YJJbJ6?@0_I7QFD=Qj7?Y=Esw9-0Tsvw*`gZfeQ$MkB;SbwA3vCJ077GSFH z;}#HyDdZiw;Vm-Z4S!NybEkFizX?iry;w9vkuOi6aO|q;QVl>x?yg6VcvT# z^kC1tKQspYmsLJ`XsICAALY#F7*ad;RwQ}1>!L)iSE%(?-qQJn#^C9zfTr)qQ;E_`q{fPL(qly!x+Gul9p_fsc^(c+#;Ft^&4WgbY0ctXD$WF zlk1HZ4D80h+LMb3WLUgdm}L`G-8(Fce1uO}Y? zIb0FmpzE)l*4FlL%>4@fJYnbS7Le^3{h9s~fM&iQ<`v`-*0uZt@b-G;87+?t>}Obd z&^&s+qRLL^P$K)5H)pPpji%~+bd3)yJTYT>jKIe%N5j$CxWR|WbQGmMugG82==%Ec zBR*;4Zq)1;_(kK9bbXa)%I^Ja!VMmyO3;e{e3I)$zz^i#ZuiEOp_nJPHE8#Pq!fA= zVMTnWd4BiD(!os?C?zyW3*|~4c@j1e^-$9JZ3n89gH8$d8 z%s&s;g#Hr;J|q0sLLpgIw9NG5ney6od`Ns3z2{67AE(XFX!EnXJdlvX^Et)#h0bH<6T?IW>$B2`sq+Vr@RX^_hg@t4EjJ$3dO7VY!6SN% zl(7q$7YS9?P?QN1DM0i)c_&NTz2cs^bSxW%fq4||6{R`fQvkAOJ=6B>=U_WVbT>mS zrD3kstq4HFcOXBtFzgRK7r}6X-pJZ7EUL$8MlBJd;zU()miIq z3uI257*7Fi#bzeTnNomk)uzJJE0^;=r^Mc>KQwshVBi@=X#{S+_~un>!BjT?!eTS4 z>|Vw{hUspI@CHv(X6m6lHoQOPV2BAWs;CxU01vhTyjVRt$_H+0w5%Mqyp5UoMih}! zFQxfsEoE~;Jw62fOdC;yL*CZ;lg3*M`8wvCkIUv!9O3FTMg=X7$XgI(oZai^TM((v zKTES|{2tu#|8on9{^>`PspfVm<>=;M&-0Zz$k13I~6tPOs}U0a#c3ox*Ru(Y$;@ z8g0h$Ru3hW$PH7gRjhexk=K(_82|dt;i0D8hj9)wdrOq&wz(}8ftrKSQTpI&&2Aed zOW$0}e2!!KbPtM{$EfUwV%?{Cs`#1YNSlTa__bqJx;5FTxJC2`zNbI$xR83{#&5ne z1Q>@|p`zxaK3oV3TG76qXIOp{_Sa(D>}|RH5ls?;Zu7=*UNr>P?HEKf3b3}PFzL zG2<{zpy>y9;!SW%@}I=wJ@VP#>-qN^93*J_ugTJ|GXeaMYu?$6)V04;yijfQ6DGG@ zWETy+@*(;B*?#fJbO}`E%h?IIyk7|Oyj0m+e5;_C<~4L*&;L3;(hw)|B*($dfx9|S zd|t~5gcVO}#}sNA+aaZ2wW_#lF#1AR+h%#uH+6t_sPU;l8YWrEsI>UQ^RlYylF;o- zI)758)HmSorShmy7kTviN$2E-&v?R&V62~Kv1f`lk9n&6VbckmC0e7MMaD{5E(Zo1rJlIxhqJ6`JGT8M3OHtD3 z;IaSsD1fO@h>w{13TQFn>y9OG@aK1cj(>ZoMtd8?Pfeb`qPb;h=xcSCVKoOwP0f75 zm63l>Kcc-ux|H!`7>k5Nv~D8Wl0nRTEf@99{>RSEhoAwyak9KhyA#1}+U4W@$7IoJ zJdR1yx+cq7-;@9Y9t@f6J#dc;j>paK6>8HC%aex|r2{m9oY0C~dX|?^8}_y*-%8e6 zkY|ESuw7hJ@EL9IZ&O@T(H9%8P9}q^=L6-&Pp~Agm(V1P8RhaJ>^cn#CoW4M7s^9U z=EjMR`KgX}e*EuQc_kt9=dsY41@>76ZPS~eVsitG^;+xA=gu`$NffHCT5)k%Y`IRV z5q92l?v!wIzKpSR>Pb-tB0o=@Tu?@ezM|$ zmR{G)d9r}pNdqTWq-G*#atx0T>nn zQd;Ls)bghXC|c=hzQx}bRhrZBQ>azhm&Bl2_F0O)@k)%n=k~*m6P(M0k&x zTN!u{*{dn^-gd00<4`8IyoGQIyWND-E#ct=>Ch->{dXW9D^cNhk?tY0(!Z=$c0ys$ew-*zCUixEg z(~3r(J=)g|b)6IZ>bwvB@_UK@$r(YT2=?@(>7Yba=QtiC@2LLl%^dSu-U=m` zQ1|`6GpmSJ)m9?cA%X3$c2|D(=tAXkJk{mk)N}m#ys2XS({}3^`nVd+AU@ z6feDC2OmnrI^2LGtejT&dhlJ_R)+jYz}_WJ&;8s1)JZ=i?SIKJ?p8Ub)pS|LLA0q8 z@uEY}a~lR$jVq`9s1Qu7vzgZ>uj3^9V-&v1O-tyfB59UF&wS8;duceYwPi>fdPB|2 z5O4FH%IEDC+rM#+QlGQ}B5ecO@E!|;?xe%dO^EN^klv(fFI_9Z?X}?*fW&5nA7~1= z=)*e&C}+~^)!40@ps@4p_gS<(34n%7^16<3F`}u+>=HuAPcs#`-wlB6UiKK)c-qqJ z&d?mT8yBpyb6?V6UP_3VI4gAtD9qo3)OCg#E?m@$#(3{z8kc^c35VCK))vd)ZtuZL zrQ;BQ9rbH?Dy*D|b$06}LmWpij{PCuVG zwOx>)bm<>>ns%!^8!nOo`D=N}YN^PA_CyAX*6H%&pbgFfyLgc7Fv?{V9)DrvHIN28 zg^_Ij8cb*9*`Z`4t2%OgI55L0d23V^9xN3|A-AS8=WpHJ*}UHpz%yxA39TwX#%tB2 zGSjK&o%$IRB!oYv$gLLgit;=v9qi9zbx!@n@cPub97*_gS3NRH=H@Z}krVM-R9Ob- zsYaeX;bK#f*=xsu@9o$7a{+%A<+K9=qMR70pBk0!N`xZSg1@ESbPnBKs9cpA| z#%Y>_jXXcuo{YqjMobP4Otzbgi1f#wScK&^LG0yar2N$BgY=AgUaBz^^b{X5Tw9C#8iiHk> z!TrjSxO6$D?zDsW-ucUZW4|>cq;V(wOR8G?1J3d!B!?HN)|{lYs#!Rk#OopYIIIw1 znQry-q&12+leWnBK5rdA50i>0rglR z{M}4^6&>Xtu;U}OT5FZWvzZXl2qp9*SaP+dPQO<2YXt7Fe7=(RXj5R+g$aZI6$X z>eQn)vPv)0!nK`q`&An_o|ixJw2%zo_ckVX!@A6CBFnCE?PLYrbyh=nR1Or@dzWoTcgz3Jh9g)@HZ#AJ1&Dm6%+DDC@L7CjyMr%t=a~xSK*|nLeNVmc%T#B;N}G9(RspmeTkC}@(ii3- zO+Wj~94b4-W95@(*oNZIP=7ZdmFnM*Sbx?*U|mSOkkXwu4>>}IG{pfwx@VNStaGmA zp99O~lLvGibZ?0Bq4WJfGG5dd+()XibklW2@2}nuh~W(S%ZKqAKJh%7%!@zJS|F*_ z;=^2G*pT*BE2sX$)rrd_GZ8e%amhS5s(0lZ(#M=0XZR%V<@Sr)R|{QO*x~S~KFXvM zX`pww@oK_FGs{VV(XwX_0ZNP*3=B{>oIh(rv5KqrTU%(`v<}PMu{?hlpXEiBg$bl& zgPeywsVR^UqHX8W**S1wr#h1rq~>8RW<)cP;v!WHz9px+A5O-@*hXi?Z?|!^6VAEG zEm__d=5ccQtaJ5}t(AnYQ`b4sp@9ru_XDg1aOybgM3c)yNfjxxjs4-)2s68&LDN7X zBMnd_MY}(Ld?x|((Rx6Uon=R9%Cwt}#xk>s0afW&(ECzT;PER(rbdJ3F?|}Of8AbE z*ZA_r#uI(SHbadF`A4~&3bIV}T--{$GsV&lvG2psG?BA*a! zPfHpLt3v*q5tm1W`xH*@`a^IFBO5J_dYh=V6i1bmFc~s4l09#hWnn} z5$Y;hXA{|BM9#MI7^{gN9PaLLTY(R0$_7*HeWr0o889g5865p+9OE8#LvP>kB4XvTh7 z4t0hZH~fB8vzu~VNkM@iM7K`0{4DQs^&#`!ltgxAk`hYkXv?exzwdGR zEF>VnMzS=5;7>M7yt%bh*!$D;045-kW)iDq{Fl`bu1Xf3A9L-kE6vq;ejN*x|0L5F zAKoYbyIj=o4L=i)#~AMf^S4l3tD<4xk6k$4hu&5|XD+yUWR=ip%Z--=nJ;u`v3|tc z93^RNFD0@gDvwbl|9a&*o45w0M5mo9fV8N?zLb-NZP|BkBEhRS0`4 zjw*Fyf1+-6%4JADpt>`z$`rU+r08d>E%2xr^Ynn;HIhA&dEm${Bd&H}k_~-JfYu3N z;tod)`0MCES`m}kikw#qI;gAj$0mS)ug~jXTmyc<_%Dw$?RW#tlXqMNH|uQp#}h=h z^5HQRQs=>6f{!vqHxc-Gj2%~40hcX2UB4i0{~>-{NMhgv&cmeVn6N0XG*3 zMjP+RX*d;I$zL};f;RLtGOmuGl`h0w3TR<%sjaOrK`oY(;j2x)wePZ7oAg~bao??s~R0&wL^%!XcPg+O}YgOkl8x9 z9=dLc`c@2?5un6lJ*JIIL5ssfSEm-Sx597~O>5tNG5Lu9cBGk=TJP2F+h80@4nGzy zLzRisU6SaJcqT;KP(c2xx=y8$FCUoGWPUyPY+ z_TUaKvJA0Ah$(xnmaQJ1~|1B}qV8Pl$jn8CtK4_oap+ zcxCyQznh@f>~4dephi7Uf{eUQ-K$XCV-~#)rzsjkq2~!*G@H1*`(uo<3AnH z1qDy=e3kz+4EqN}dcFVm%|ufExO#<~#fM%(C1s{`K&4rSY$j%9?Ri$m-{may+0mCO zcTz12Qe-e>K8vM}`n1~lmr@TV6;S!N6mpX_$Hl5=pH;4Ph8bZBda?EZ?Me+Ejzg6b z_%>;^ZDXqnMiA^8e=Tq{^9sCc7UZzLyxp5=uN4590K(Iacy6MnMIT<;5AWY{T-(m< zA4KgH?e@~k2Pzl^H};zzY9@+RdLa$oR*zveo+Lm9%!DfL8Ve+)`O;P)ok?8Odir7_ z8uj9toeVK$0Ct^p#24)7e@n)* zL#0g^2jRp61vi~!!+TP8EhR)L|By^rSK4x%i;ll7om^dIGNw>YoP{d`sD9V>lm*Ne zt7R&UF61oy4`dbdZ^#O3tA73&bY(#4sHeZotGraksTWyuqYc#?+_t~ck?DZB*j~1> zqbq(f4jm2ws@^*DR8?XHGug}rqS6Gij7^6K1K zm1uZL$J<&9&K35-a=$oYI#;i$6GpK-ylaI$3d__~o;JpQzOr9!dc(Z`j~ zM7+K3{h&j(+KxWN3^`4Zut1-c;QqPnTx@=qZO?e7_sQZL{(=S7no#TQ`eN3+&t(Qp z^F}hq;uQPK`V_H@(RI2`D$>KGU{XaogQ6*E<)OmWtne^UV6Pz1p>w)N$z*b7j+2mh zZeM&nc%C?mP$nD{-!Vb^gl?YG{{C-QwIySS-}3*SQKuFNvUVSujQ0vjNuO&3H7@q6 zM_})S!rVspL7SyyKukr+FP0rq7bEpyoU(NveqD$xYA_Qy0)$3T!H!eHJS?0;dj$M( z_YF^LDc1+}lm3oEbJ-<~<@MSYF%}w2cKoh=#E|Y<2E%xE1@w>%mCko)(zsu9^XSy3 zkOok>BRd4&wY6#-Y#P<97A$P3VBFpsvRl6o=^>Ep z9@R6UtLp7~vK>iIoOVgXj;A@7dRt?Hzj4fQ0AvMHk#}#2B6Q#d-&I_BZe0c-BFMcy zR&PoUNqVkW-w!ZS0lm}vTI)9vJ1B^Yw`H0CVD|Naye#$5L3?0b=_^b`ADJ|op)a1F z@5rhW?ud_vx?KDR|H2InVXFTkj6^s|I0Lv`wJqKAr+qXgwioV-?lUXkJFhE-JmuRY zH(|0etI|1Kfa7>231_;%f`J?!pXZ6(@vQ>86<1L*k~a_Hs+5yK9)oPBO=J+ zD8wZFN?2uor%80x;?VtT4Woq$$58S2{>JRiw1zS+%wk%WS=R$UeVdL}Vnib<2OP1z zO}Ge@P$!C@vq9YIPxXg?-nNyh2hOG416fM;Zy#1gbDJ(IzJycBI?Fn{F#a}jAvg04 zKGl?RXW+#Y{X!d|eVZA_w$=IO7B1UiD`3(y%15pLb~8>PL;t!JhQb1?N;`U1QKu9M zx6JJ6=^RQ<#xP@Q<;D*EC14^>Ofha?ssznCuFy!&D%#yXdW!9D8kt)d&Vy^ADSAvzO*f=*Nw}x#opDo1K(}U+?3;qGFs>t9ZXTu_+l49#s(%W^Lh1%9^$AFaOOSRvL|n9@TgzTXhyEGzH4qQ z;e@CfpPxFi2Ui-;0(r3Yi57|tH(&0feU+{YDlZPKiDoehIGf*|R|FLstxh2-G}=aV z9L@ci zQX!0cBfP85xe9IHFo;2gK^Q=1ok))GNhDQXo=S+Hpw^k$RJQJmdu`8CB0wUQX>5|{ zZ-_yaru!GvDTY2*L*l#p2@wSWf`2IWxsGmzBpc(NwwXB^gE)&>H3F;xS@Rpp`a7hX4B_v(xgKbUc!&n~u>;g##MPV{a|{QeCx%vaB@q!aj1@ zygR>Z=HujX>s#g2I;>i?r&0i+l6RoSKF+in#P~v}GROzY^SeQSIbA+3T-q-&I>fD1_1`UK7*q zTQaGB{XNk2{_pb3M*P={q;01sJZmgyZ~2`C=R}PPzJixnP3GtOWQoG*1eq@%pyP1h zJuUx06C(7JNPQ|>DWph`>Ge0+?RU10zH-JJ=z)ibu0h&5Bss*{9Vuqkj{X|~u|l-t zF+`Aog%LmQL+0<gRp0gBDXYKSZEB=!1oMnm z7Y6o_yLNrgsoh-ni&nht=T=e2g&iz|>|hRtbt_y*cgbbHlc3KBg5gDw++N9;#tL46^qS@Yu;d6^>ZPm6rMX$; zh>!8`Q3zA5bYBaVN;v3~gUwKX?jLN@O%l@a>Hf3>x(5NaQ;!RvN9?TVW~pH2UIWWQ z>;l{kT~>CvIUno5b)Fuy^v1gtNg)|kPKte*gPBMYbJ=Np+k}(%6ujhV$w|kdS>(${Za3 zM}q4<-=XTe;}h=jyE#L{bEMYKD3zmO^~)e`H=o~(%{9Eg>=lN2RD0C-qaLsQ8OAbb z37@K2%1Z=8tBD>zAX1MM7;K|8x;n{lQDdm$s+9X&14Ce!HnG^vQ5(Cq=MQf zV(O`DZmWbYoL(4#RNF*zr!lAuiawoW#r?X<^(lLoo3Fh22Qw* zP?;JBVeSur#S~r@d~TT3K#5Zc8~CU{IZoj*7)^g@sq5*_1)tRuctvG%(^jjnB)mgx zq)l7UQs$kv9#B-FtqjpiHqCeIt~~e&V~b7E)NlvrBFFOuNNAiDpZP+w@|xIR7k^u5 zDQt@$Zj3y(ZSqvWZT4?HuRHGb9d4q`k3Q?_z&Tjo@apKTDOs+BTt|K9PfZ6ZDzACj zt9;SBtMjO1BzmU-SsiU(%hmRqt~Hz8%fo<7?xwYG1vWHRM_-Zq<*O~*Vr7C2+uX$H zjGpv{?8e4jrnqt#W@(y^NH_~8)?tCk@s#6^WU+f+6gSN!1^iz+S%Re>upSFZ_4VzVj986haL03urHU(K!#z`e<&o z69fHHmC3`G3U8#jVItLV{0vWt;mIw+@nme>iYd-!M3vBkaS4#PIkj6frL$FO0+&*|t@kbp8$?fHaLzqdTj~50K|^1QHYQxod{*akJC8H%gdnXZlfBWz zX{hQMCnc^{8tC!y_ex4GmmX);?tj&QdZqurW*G9L?e^^*1&1z3Bs5Jfq^bG9mnF;u z%e~h@+isXAJeq2Hp!aIw#r3SeII3c+wUF=l1>)v3UGvGut^TCxl-LCzP0z$R$qp2+ zQ;SsE+Y5TH(^gJXLum7}h<;i6dvzMQN?pnscMX31biiziWwn&Zz5D~EyZ!^3Eq(Fr zo_uA-oPy9{PwE3nrQ=0Q;R^e6TKUNQeo$SdXgcoC%1zinJfa=xX;`ZX)o>n7_knNe zs0Hp<0SC}EH-brfYj1P4*STe%BZ`WVR#4=F*haP3RI4F6?drBs&z9T5?lb?kCRd*< zAH0M2L#A1%ULRz|%u5rzd3VMcEjPY5fhnH8e>uW%u*m`=T*uufY&S7~{63d`0;{<$ z<9zL<i4PmL?*r-fYke`2tDvcaa?4J~U(1w^j>v?nYNRYVNHw$A4E6GXEBl*c7r4 zw?|F|$BU6!95H#+xvU&zexea;HcbuWi&IZDTF8I=RF{+EX+e)Cg+Hn2dz@AK(OB~M zvPhb`$9*PPGPS6Q#4uKM-u*~((Kc@oaWb$d)Q>*W-ui)9_$i zf64W0;j8J^-pk8qEkXIqLo4zqBomAwHivdtIVDB+japca`Hbam=Dukvu*IX^+PSwu z+oH9fG^XlGs8>>R4N@mmW|Q;A*@Taj9x%gXK9 zc)#y45*hu(2D68ifc`Fnmaft^D`3;FZffW6aezH{(9LAHr~a=hu*Y1XtrE);Y&h1= zfK-BfMn0c624V!Auy43m@W{W>CpZ{EzOao)4q(d4ScQ~cwo4&hg{5w_$aWxVD4|?z zs5a@U9jesVDA%2wc8R?v?p|^7#bt8!bc{HIp17_uapRPp1hGORlU4hjdPTl6o9{^I z_@lbWtV*ZmX`|*88<%mn(a3lr3!o6SrJ4b1ZAfLa~5qU zOjfP5PBOpVjAE{A7Tmk?&$6G?-Xx(sl_ zzE8G96AJJjzR(K#BSe2<u^3{f=lCaH|LFSp{+Ke_w6P+_IMKYc7P+jk%<*{)67`*LQkCBCuz&iu>d)e$ zW6R@=)p1McrWI)9u_Wh0eOk+vE3NC4_xmn&7GMHR412cF^@X}xJzj8o0^ayn=J9tT zh^rMMW)UZUQ>8nHt1axYB+%SN5>tF`p$x{Q zw3`-s_4Bpr-!5Qc&QXps!wEyawp0rv>Rf|3nU7koCTT!BBRaf8{SjlbbvoT}H+Fy0 zeH&7WgA4MmYzxRen&=H?Z1=`(ra)7J!$`SxsplBaKDCCtuGYuF^CrdLTOlyWkueMDiSd026s$%-MS_lT$WNZx5Tj}wi=4KmJAlU5&^rqoI3iS#!2jS!g|VKFg4Pm`Sp*{!X^ps+y=5E!xC{50b1 z?E44r0~mW=mpCr} zz+j?j1LIvw%Z0skN|cSR#xEu^Z_32OnVB4-f?H;k8Fa^@shJ3nWauy;;u_ix6K0{| z!}pB#sR&~sa@bHK@J(AI{9pW?2d2rB87R>@7nM|i9~Rkx=F@>>9FhV~KFYh>EcK^3 zn~4aw_4V@>)o4w|&sGd*l9;scKc$m)zf{B=%J(bLuPE3Gd7{3YhmAZWf&CBRDs5*n zm_^&L-M^mo7VGv(VWvOLq9i7xOf)$p2yGg?!Hnzw+AMKm^%hD;CxBuxvJ$BgRNf|6 z7`p32{|h?q@|y&Yx^?50#1u7D*w{$wMxWmHu8$Q4cJ1};zqfN>&vQRb&9Q%>gm;n} z%JZzV%8dvV%x$ieNUSvi$ijfwK?Ju3IG3BlEsafZkrYnXQ@MN{;$nT+(+sXq0y?1p zyOmSxZ=iqhd-ONy+$4o z#jk!IH9zAe)eIBT|MP(Gxw zOo&);CDOcFGm-uhz-*x~Y<8Y=qzGx3TR_v=5O%_24%GLMh+DC zTA`zHke_Au&dE)Xrn_7fwU8dG*Xap@VRL1-t9Bv`XXpAi1i z$y(s(-@*ECQjw?_X=Lqyd-^WC*z}k68 zbSzko4utmSJBD8PSp`wRGRXZW7$d{$s~hNz?bs}=7hFY2pdXKhpSLg z+ozkjFuOwsv5NI*nfaiQH`Ec+j44}0tlU02NU zjfX$eo7_uC_;lxJJGQp0L!1{$gn@_7XD2B5L9rlLWp&|6O=`8qq7XG#!lX9c~k~Fln=h+{gOImd{qkf-dLEE?eKudW>c;D}h zKvFK74#>JLjj9=$GE+2M$cx$kWE>VU2cWXiX5FXd3@p}EZhyk==9+pMl`HIv3(@Gw z#2Xs(fF&%MQ996-oAyv&qy17CNVih8$!P6<`XB5bL6I_e!w$huE#LHb=FZ+K5_#1j zQpw1t<6MfhmP%immZ1TxOUQi~U%>8EpP9e;1okt#i33GHi*de{)1LVq zJZo<1VC$#|?$71%MZ63Y{BCATza>~^QFSAv!LGG=ptkriL4e1qmcjM{q(F|Y6+H;C z(Sa)Ex@s#$uOr5ksU(If#=UbL?BY`@-h>sgy;}&HIOOlJ-qb}6&+$MBw?=lfkD(?Q z7a4j_8~AbvMM{}S+jfx;3MiQ+difh>qN?L+IfO>c=j_Jz8j`uFX7DDkd1_lz6VHpw z)~VX)qLY((qRw43o=PdrZ9;qsBcfb^Va0UjDlYN-skya(udrTVgLB=!Y`GA^e${lQ1WhVcQ(ZL z8~r#h42MG5V8eIYVpjifKBMpkdU_0l>+_BEYTC91-du6!ELqZ>)YAzE{cLJ$bxmH9mt!X zl-XF~0WQ|ZsXj*wZ?-viXSsa&3?dpQLnv4f>*}o%7YM+>{(LzMm0o|7wqBGP&(jYh zKvmfp5Kd=?@5GXr8KT)dA8>O3yp|J4pk)%}y$$hb>|qk;O;}*rVhe8`|2OLIoHmop z{xI`6QxrdW&&%(MM=tO)M{Qzk6qbaJi-7NfC~|1?r0FhET)8>BcIyFbb>^WiHjA6S z0aM$QM~g7C381u0jg=@3$bu4vRH#o1$vDr+QD>**imQHqGX}&%l~sOS;tpUS{uzf`iU{^k&<%eyvnu|`xgkQv;aM1nFifztP)ryse5?@X%WiTN(&l7 z&aX&PE1k=#hMEDFxlLf>m)o;_=V-MiBn^~E!kuES zwPt6H4%t(BnkMol%#h!ri=De;*wM{|g5U^{DE`ZsWLY7qYfgDfRgrVG>&GhZddDBw zL=lrrC-;DTC5rFV{=#zCS7|&qw1uhSV^}fOzl~SsUs9u?Lnl%RTnd7|4AFr?s=E8n zqaF#=vI$iZdx|!pU?OHvQ2d9tL`++N57mj7tTkN(KO^6roY*zBM#$39Z5(=vnyz6@xC!S zb6d`_qxo>AmHH-%Y38d=dj5UXN|^?aNkH%Be`q|EUV$kf`=BsxbdURAOcU; zbjsz#vz~*%NU=~kt&lMEF?Zyjs!3+uKie4JXKcpSAUg!Tq&U6T?qxG~rPM#D9}WBS zMy<^`N_jbx){zQQ%|9OjG5{Im|;QaZO6vt^FjaYnFb<<*i7 zi(SSX;g(U)heD3FOKLXwNj0vI_@FH)D9(1+9|~|5 zN2BsSf)Qd3jll(Zuy=%WYS+YX$sOj5yKlG>x!o1lu#Yizv1KeSHqb$scGR*e;E* zkWJrjcMWc8@yf4}N5cs7r@ChF149Y}-v~kVfX2a*%L*7wRovfFL-?a%COat%j(G#|{J>R@{U z4*J9T%B}!6ou6af_1%})7BBfo?tnNz6_IDc@^aVRQf#2+-H+kB9Z;LX5N}iv&4H^v z0-+GGx%wnVK5L&9?Y*D4hWylX3n*_>_Nuwc9UM#ogTQIGzUql!s$)}pS7S)dTW_Jp zt^f#90S*Ik*qK8yuWkkpxU7}tWb;<&z?p}?>uevy6{=1*z?7MIB3jakFQx}}BgkQp zpp6ak4PM!s8f21Ezr!E<4M)N3^6&m!Z^zAp2lYgDK;qQ4U)3y>){giB2YA67>6qr> zi&rH(tVeyWrDCwf6^YBR5foBz9JRr0M^d7Jl!30j+b!iiv-#Aam8EHKzBdvj$Zf7D z^RIDob_a+@jwv#`db_s`UHp=y8`M4T%AGas=l+mZI9psTh@E*^^3z0da_d|<(FNu& zUpREi0v!VnErk~}sa4;VA{rwTmn)@f7mg;;)$I_f&<757K+0>p{N z6Cbh`W)2TB{xocX#y>8;LAJ7%;Kd7zTP$HhJPX7uU5S459`<(16BVs5t@GzoFEhz6Y z&~IsPVc|Y7g{IQ_)P4|e@{uzwqNdu<<0B}e*CioVX?MI|&G zpzFQaYpu!y*4qv6Yc61@C3u}3`o7nj#W~YGT$2{9hYK|6Qj7-y;{u@b#~rc#DZD$E-Iq;^+zJy>S()I=B4iyzUb`RY|bP;r^A<+_^h7%T4KKr(cI7 zVm}I5NBmPRb89j{r1U1FZtvRdJ4S9&qDIguD+`z7OCN}9?c*&uZB>bOTT>_7D}V>k zU%#LDi0ZXEt!}_LM5*YCd(vr5QsaRJ|M!LarzwUJC^errb9OG9hniWV?LW z^y0B$Y(^doee?@GxR&hwup-q}MsQImTs6~qVsri>8LV3*pkpr&AjmA2&{}b>0x=Jc zNITic_FBqfl#^R9ni%>Nq_C^9@)tOhL9iVQL*C|k)1Km%}pL)6078D zl`fpm>a%%x{Ae<*3VLkJZe!YOyxAYae_9p_O(0R*9bk<5NI5t%$ zY3CcGjJ*cGwq~6(W26%s#wDKBtB$9IM?g($q_wDb2sx}AY$m!Q&uU3>p_g;KkM!f6`a84@$eoY01dkEEZTXRO-4)# z0YcQyWa0B-;0a;XQV5=VO@_kaFBFwx5>WfN zA+XCk<*uNtVld{I4w#j8n8I?8e~Lhf2)+?iQ|hVncH#k`dirl)q`F~I%l#8=-ij7Nh9nsv@GA{Mds;eT^4{ZxfJ$ZNNK>uVPk z?7~Ex%jr#b^Yi9|JB!KA6H^{-dTAx-C*)+6@}5%u1A#ZIXbUAu$UM5rBy>bL2WDW? zo@dNRIiXq8DJ_&vW?tYmvp_$AeOY}#)%*>|MFW`@+jMEpr#leK!QnyTL9HB-LkLz4 z^+ii0Phr0@%P-yKU!evX8!jpA&-o2KfCDUpo`LI=m>9apHG%1(UM?Bd~EQsJIbZj{>WZILE4_ysmOyO;9uK;p{wd zvs-W~CEz|BcmwGQo2H^f%S{qbb%7!!Himhz{YM7Q`&nU?EyXU+kcp8XIZVLV}|yBJ&}31LU=jB600E5FEVaZ>zV_ zzD8pzHHNknVWGIOMGVPHTm?Ch1o0uQ&GOdtt?K$;!1mK*rh70LO}&U^k17O;rvJQ7 z@GrKCZL-|_h2|~MHsx5!Wcpi$cF14{fhR9k0)rP+w}~%X0qrv~zd6>)fMy{qrN)(> z6Vu%(D;Xvr;Yg}E3okHtseM~noa$*o6%ed-v%h()#YMtv#_4M&)PY#)Pt@oQ-%c$= zD6Q0b*Dvn6K3;kmAG^wSg1sm{9Y);c77B8mKPO8M7;b3!X7{7Z_hc^>0w@1-_USUQ zBZG)u#f^&Ky_jCefn0Ul(H$91-TR%l%KyG}5}WEzF7uViFL;hsY8FGN^4_&>jXmtKxmr<155+De66`W~@b zr8Vg9>%+TZsMQ~X4fLEF^I>=RR)mBU%y6~f|6}9&slGrYXD|cb>Z6Y;B%_0v^qc+! z)SjZP*eM{DD~=0VEfB$VgEG>z5G6x5eU`qXdE3nG zo!s0j(k^9wzB}Me$Fu{9@89V0I8UPCYoA!5Ap$u)Ej1&S=6*l=ydpy6KFefx;k6TW zH|8&Z-~R2-QPV3`)v2$#rad|N!!hv(C$|eukO~^z6ZJ6(zPTk1L`7MzqEsnT(98W` z&qXbkGSD0K7u$~5K5cfvG5f#`MS}|OwsnmaG@Q?ftUs=b@}Y6q8@sf?KaW#1c>&}C zLxT!SGsd-E^Sy$Od`t+u?rz8u}mqGQsY= z&+Wr{UV4UZ2VVx1i}dAF;(0bGSQ{QJ9TCRq98~>!PyM>)iX!Cf9<>xsV(Px5#8}Pk z_{SoWk=(YSBFO7~Z&38%W!h)1Q-fpY4~|X}4eQUvQtLNQx7WIB>tNRf^>TSRav5S5 z+dmDNvxup4@?u2X zUUyS0(Hm1&FoB@y`19Fc^IEsJyNFhxmJ)ZV=z?jbDk}=l%@P5a0{ANboag>Fq{^ zue4R=H0BpkRGxhox+LIm1F&&s4fP z1OMr^3kyH`KRWd{{%+*k8B_jieZ!hMWi5xarI9E9;bpZYLwu#Jtu=>FUCh#OzmsZFD=K zra&Veev^lJI;6$b|Ff8vnT4{yK+Z@0zq*nC23X+SC?bW<)-sx!a5yWj8jyrzb-Z6M z35!l#SNa=n>^7iW|AU_ABSU_9ESyLRh8P>J)&wcfy7ns!WccM3=kf;#RB$XM$4C)}YS+ z1koOt+-}MCp(G0TFxl!y5rdL4i55HzF@4O5Nd`EOdFM{I?u@bXwH!^wVD0POrj*{5cp?-u%0 z9{T)Ck4iDF#tF-c zwC^tCgUgVJ$0-AAB%S81v4>IcDkf}Vri1cab+fYqEDM<|1aDrHc{EEqnvzt0sZz%j z-{2Nco=CI<9bfaXmcrF0XWoNv*PAT2k65YP{|-=b{xJ*jd6WJ0l6U)gi(bf!qX%7H zNO*C*xxsrfa@Jg;4E^=-S6{lu$?rvC3B3>Br|=IQf+Gi~RKh5MXCf zqU41NcfaI5zg@=*#N)%0x_^84MX4`J-1?m?vYbQJX$!63B|=Q6OT9Tp(}v*8mM9U*>ma%ZKlF8uU3;x>eV=MihQ8Lkp=gKo%(gEcig zci3ae@x=%83U?Pn6F&6!0PHdyqQ{QfXhe0R0HcJ*$!&~R@;esRJJ7$!Lit1 z0)E`w2#71-@1_ub^$W??|I5Bbf8u~yO`W+psT{hwlDd_vON>0GtFjHuj1}{fDoZ*I zajQC!`hwhu%yppMF)KTUc5^DvWO`;D%2*;wr5+!Yl+`<}b3$2lu>GH&qh9_x-rO_B z^i`E-`&tQu*AIy^%B<%RZecVFi52Us)i|sXz8M5K;QX0@c1y^&=Emdau1EZqK86g3 zDP#JKoz=#F*YpTKB4MLNbn=%Srio8)chDZjO*>#?d|Rk?N{otu4|%sijKtBzdi{J5 z&F}&Sw@es#-{!+gxdM%3(BHRq&9EXLsYK(kb}r0TW@YTX{|@xO5(}z}{c+&D?D}_-kK@Eg05LYp z5_ET#0>{({{?Uv5w3wB^+VJ|Yl$yQyw5mtgmh7QBYfuz@=SElhp|LQwFsBj)1OlSrsNA#BpSL|+d6V#_f583h zC(pP8+>eYY17Ze??qp@_OvIy!^m&;C^vSXGM=UqF?O)!njUKH|46@ER6j0Z9?$Kfk z^3~q0|DJ_PujBUG7{AQPCSDrnDaY&eHJvcOP z%h1|Y(yB7+nmagi_{juc>ZYigJL$H#7r6~|C{a(+^UaCzwzfOJx3!|dRh*08t`B$9?0Ic&4DuzE^uMWa_A%c{Yq~6ER{q~Y_U5xstL-K$%1rtPY&@w5+IUZ zwMEB`ToSCo*VpICxl1G75)A&#s;bSTT3yt;PRbi$jG1{CdV-K64*v7<8jpwR`NsmV zcmiL1V0AEQ+XO12-Qunyrk3A+Y!B%%1!W?0!@{(Ucp`eryYM?lLtLk++V4|YT=&=d z802e?HO##GB3Wa*l+^Z(WSD^b;w=?*Tb@PHjI3s{-SfPJLOyIGSMV(jIJRo$j
x z?_Zf*kb!@iEs;-;!hrFA!LV=Me}eH5Z$H;F38Z6cZQ7mhrvHq^(aYj>!SFvpc<3kV z%@T*MVd-Q;wxr%TkIYKl%=te#)x3P43=R>^UTt>av|>F;Z``6uZCjdOzwx1T9&rPusz8|XlE?p0stMR0NLO5OH22C0~pZp*(v2^tU=$LqAvS$(DQq~jW^&nzip zWK_8BSWDG!)z`2<0q;ugPL24{RrEwnwd#B7C1!E7403JphjIaWRSmWNv{%8fupPsh zDFgb`chG4jZBN?I9VdhH`&pz{_r$4H4aB1{x(9mYh8G4tc(kpzf=CH*T2Je2Z&`pU z7MZgtow%2r6tvyWL|kF<>i7#1No+VA-`rD(Mlx(e9}He;9B3Fvo_-d**wg^<#?*)` zW$SdqzVB2A{ePwZcWm_w`M3@GS;_+Kq+vl|Mi+cuhl_#cO+s+dTsTJfNS*W++L;JV ze4L?t<~&?NrRXOBm|UU7&&R;;NtCGz<2>F3i7U38J55clts(KIt}?lQA`xPqvs}C{uAj zu$Y(Kw2`3!+g>kmifyIMLjBUrr^LYaja~mk|4zS!ejxHDOnLKzwG|&pT*=m{B5wwh z6mm@3*|xoTgy8VvJtNtSbqKH7o@Ubm<}O1p^|TSa#K0m+71!9^pOJgyQ=;(346C1C zC}M=Xoi-i;xlDF|il^fA$>lx%16mjl%m2NHynp@*Jd7JVjiEQ8G=O7}V`4QpJj-KU zxeRog7 z(w#NaV*mKu2|b-wvO;VTIZuC7b?-a#k;i*aU9YHf8Q`vx$i8hf^IHpLTAXqzpgX?4 zaDwY@pEG*VGre3!*NukyB%R56qEdOlkfhejTI%bc5OnDYd;94_`t}0~7on%Cx)IRS z#(7>3HYIhqG(;fJK0<$DKW{Mo5ZOKYS4ndz72go4J(8x{VoRX(V!!v4S_5W|JP>Oq z@$F(A+BMORdX*(|o257H4U|&@4(hH)V%fa|ef4?5VtNt(I{j(mAR*89?P&}Y=moTo zphv}|`>QMg_yU*;PGfg7p*Ni7fhHoYo9Y>a%sEmI(?vHmhs%P>vd>$+YP*=`ml*={ zF_RcB7yZ^(P?0&(55gZ4--dYw9}94?)@)qA9alpl*M4RWvW9(GTKwmyalT_2#Uwm@ zp4a;y1lfY0hZ-g=t$+9zwl}-7;p(NK+{-0M^t^4!bxcYWCi#0;`Egt2TEp?HVN&QH znVzxMygSK zm6UX5GXi7ABDS%4B)v_Kj5PBlD~pzRR_Jg5rW2sU2GoUZ0h_abmgvGPR17wA!e!4c zUf6emih#h(+xYtz2L#gYtoDh}XC#_vB$j=pcK-^Lh>5}aU{as8+3lK+Rvd}C0&QH( zp*Dj%3cW>=i;MUmwd*8gy#dHWqMwy#H@Bj#P{4;Ra!i)>z$&*vTyflqsCEY};9=P# zKJ*K@l~kKS{!x>VOWLZo`=?e_q{Z~CWDaGWVVVA?M)uloXdFR#*Ks3> zL~&>eTN0ePNG(dTL$KRhn-rKKOfe3l^vm@8iiQXkGC@C#(Qr^DoP=UxeLn0D^6OSN zD)|LZ&RhVn`c3fzcC1n(qBQFKvZhKDNi9t418Kz5f>hU}Vk{moc4oh;D(W{&o<;qZvj9dwkpQ_lR~<9cFqdTU+S+< zV80FIqh2FTCgHB14`BNHpZa=xyk7FUz++Plr(wkS29(59c$(pLyh^I6x^m{UBlN%D z%8t}{RUnx(#o|AZU^?ap0yu>P(YWgsHa!gS$e^lgbA>J5WDJr}n2;A(wZbStN-|AL z>XW}BecO3GxFu0T7&vGrs=KP@)r;+zC_a&4q;cSb3lSz7zkq7B_v@&iJU%jF zv0Gl@-YfqzUbcWacAnSk1N*BJ{a|{kZ+ot-%5ulCQZ&`w>^dk@97M_MH6b%VtVwqQ z4QsFZ`s;h+)aGe`J%2H;+P z>s{gL|BNd8CB7VDNj?$*0nwP5%&zW5^0wn5bOZbCik4#UYz8>>*?#6&;0M zltZbC5!o-5Qy%Y@l%cj@0=6J;i|kDZOdV?obF4_V*pSNSN-970BJG)(*kpx#Q~Vk4LMfP{orD;n;1yfb=-+#;y!Z<5boG`gQBxUwmJ#M z3ChA-gO35KtV(OtmO^V2a?d72^i-5z_E^4jA&<`qdtOH@Q*yon+*_9e!h(Ie!qbAL zL4m)G&U*UTHo7`{;|uTgiH{%AQ<=5UDyGDxUJ49O1LQJ&?dUicM?4RKxaw7qk?t(q z2_5`2Q6}l%QaK_u9s?0;`oU1&itV}%3`c$N#ZvLW*ebQWobqSG&6=&3mUig{%_I7y z`X!Jj3xi9sT@5eWKHs3ptk1RKBF>g|WI6~CD^ckX&qh=+0MoTITAWPb2Qr!{a8ski z)H;7&OQHJt#t^V?S3bard9Pp$?aya3@X#d)4_PMzaV^LL?XSAU=46zt6H8cg`4KN~ zcWE5Nv383}>g82g5Bz`M-n1lCXzm6mGCslQ30gj;XfMBw1Uk)Tyu9Fat~_>AvT`ey zUO_7RjF-EhH)C=6Gnp-73|7;V&q&8=lN8gev2l6Lv%TMUmAdpcn+M{&8f{Z%RFRvJ zea^9%*6oBLi1v#s*ElEhlZ1IP&Ju`kP4{KaEfFNu*UJrD$Rk%O=C6ZXC)+#X!Euo0eAp(N~*zLY0Vq|}Ye0;xs#?5IA|DqHf1KTz|!Mt3dc z9!6YAp;prgUgpB1Ct!5zXMT2UVtGsa2X*Kck7FhW+Q&WBO{}R9cnW(aSg%s-&4KCf zLW{Z;M@Pfq{inB%(#d`dPQeQ{2`+gu=aRQqj7$!m@&}x(#9@P`A*d?<=DIONv;N-i zp}db@Q?0b(m{UrI`f#_Wevxyz=jTAmm+lgnc@jL6`0%6rG(5 zYTN&pPSG!SP!IF6_VTgqK|e&vl=v)B^LMkWc}BhI*+f1SeXfaVOq?k_nE;{s#QGYk zdJ8Gh`Lxa=njizBu(!l}LAo#*ojOc~*Xp9i2S#0#e6Bkk@s{DV&yc%uN~!5kOY2Is z8L=OanCNUew6h0R8s>6bONYK#^C*f*p_-_C*x0ML zcyJz=%_M}^B@j7dpW%f>OcC3Mh>P+%nfg87nU0|u%Y?is646@{v24B|p%!xgy%s22 zlXHw61v5V1YV+!lN^zJ|F@b-;(91@8RceN0@Pm|M{~J!=W}dMD5XQyL05%V9p2&!h z0`yZ-c#!=BP)vD~E1b~H*N;}wte(2MD3)yBo;qN90ZPS~3CP$n>)Zp2Lyzlkm7>64 z#Lz|`L)J6Q>Dr^Q!TAyL(%F*loy)7~5)ug=Z95YDa~&ekM21ZPpE$phBojy82%W7j zs6#>Gygd3D*7-|ln;9pqDYVUtMD&RYhg-kBoiw?pY*Q~6KL1T&{h3IejYwfEB*pWS zidO9n+l&R;D!Z3|DzcS>!wsN4=?<;z`;rl3WA{7*3lf-r1qiPvowraQyLy(%Hq9Er zDP=OFw7F2f7Oa|1f4=*o_|vi$V^uwCVU*U3tX1p7(W&X(_y@(T^KUP%l&w8LIY5zr z7gvFVnKk?LCjl;i1B;a3xa52*fH}Go%s?alvXvGjqtp?c>5Xt3BqQTq3P?gZ4G}WR zA&+b_qKtIvw>z~o{|lvZuf(lp5_+j?rvcW zYPfo8l*w0>u5iQxyau!JobD*<2Z1$bn#BOwIDS(yf2ivBV)SFREfX}fhDFAwAIvHO z0JvP{iQtlQl2~I}pb-Fj%_O6ZnIc8)pN34v;^)^v*?ad5WfBvuq-v%e?^Dy1v9~LSOwS(1n(>4wl z5PajPS3*sF4})l!fc#wN?SMdb5*j%Pgk@c1A#GY#0*NE%b8AhwV&7tt7Kqk9BD{Si z^<9plQij;3kx?*zbV>c61xsH@Ta%Uj`U{a z2HGo5LV^>ivUqfjz}1mzmuv9Vs%w*iw;L3=l1Ab*Km2#`MWWN+o;d z%@v9uK#Ha>#=1;$<_WA{P7et1@sHPDd^pur-lAEFw)3Dq>H4uRA4{Z@7DP?F(ahIc zY#HtIGG>Z4)jkJ!i1d!~q95U!lb5*zYO0T*w^>*$aQ_RZ_T#kvlE@a68M!8;Q$*9# zgj-rN!TyXZTD-hs@h%J`rI5*T@cl!xb zA(_tWt?pDSlf#)~m35geucuqN`Sb5nQeeIHvsO6va!{8~B>wmq?pr|*4t-~aB_pZimv zKEFD3>Qo8Zbh{P_gMv6!?|Wi|%HaAfd;L@**-C$hbPdJnH8f`B)OKQtUp#_&e|H`@ z`J7j>`KV(O;8ATr3_wZEf(m{z;60YDe9noqsBZ|{=J^HYaGrtwhzAXr^>=m;njzeo z1_{^8mH$bxSkp{S&OlSEHXJ~;A>%C_uw9jP>j0B4LwWrwX zpWxRIE|@+TV&uUe9zi`kyE6vqI-?ub10!3OasSe|ut8CVnl6W;RBtI5{2Cl$jOU_O zaBJ=IZJpm^&$HE?1l;aalEFR?@3)2sy-Mbl{n_*4B(R(nX~3Y@8dIw}t^oRk&?uRH zufA$5o%Ta}(}gBuogF>x@-B8V=-oYy4eT4+sUb;FUmnemUCWAhxZ*xT3O{Wv49Y)0 zl9}10#n2#rP7SZ9G`_?JKw9Vpk(!}Rf2YQhQA#tQkszQt!acA-0_n+LPjoSPQ=8x> z8LR1xXyrC$bQ6(BWmgwh{F>9?o5>0Z*}dQ?a!t<-)5*?HJ-K)fsCh3Ctg~jeuo|9hXotI=6}X* z=X=~vRyhwHA|6SM*0j*&))r*8zHhU6MfmuSe#)mmU?~HGI?;xwR0CsbB*3VrWbc<9 zUX?5d_QbLg`Vk1~5PE`QZVmz~*g{(4Tv769(R|uBQN)k_s=w-_whdw_2K)NVzoUME zW4|XlG`tuQedBLycrCkiB)JM%Jd+IH9!E)+Qf?@A zHmG2hR;J1g|9-b>g>iAwOkw}4db7KBH_>8`H#hegtfAxeYCQo=O60D*0nV4xI>0Dj zX4YnI2=z0)!LpiD$sZ|wRbW7xnja7iJX6QnKkg*zqQrdU1)*twS8QQwox3+-qKn(1 z$e4|b|Mp8)Dh~SQ^GF52pa~fMj*+;m=~J^kguu!(Ee0oTqg&^@2}p^>EPw*!gt&yp_d45 z%_tM)W5!jq{!1ChFubrL_cK~2d<9KAd+C)Qh0fLJ_0o6OdDdd^p7Qym9rA!{y6lNLL2`wQ2;g zhkcChPnD0pnAfY1_$(La#ZFV+0T?)3EGH9rp6`B^-EJseH!o%gN-Q5KGFU%-mL$*M z1f~8Kduo7oT^*Xn%2UR7$abJnYgk2C_dL2!+2T(*g5%n= zAObx2ag(Yw)vVWgmH9ty$#rTwN$tO>z1BhR(@(wkL0k}1N2CLX%>YwnlT)VK;j49j zWdV<|wg-Iy7iQB@Fd~bgwy)+bH=ztke4i>@bLk53oiWp?RBE88v7@prWsg(8QAHPi zL9@ZrpKZVXvQsI6Qh~0Ppd}XQA|Lj{r@G6bMMG2{Uh2wLZBjs=qS}Tirh>`XZe!rO zVh@>Q4)PfQTVKa~>d66h)yH=W81D=MF%aaIB|aGY4T9L7Mc>UZ2$QRf<2Y)i6Wa*ZaL+lurb8^4B2OWp zFJ=x=zRqEr-AA~9sDFq-)UlTX4PxQ%aSHA9*2&vtd%nz{O(REk<6YrEc%j}+y@n7+cZn_V5(jY_j;IDKV`iSf&&i^{{?w3jRb_`|%3+(Y;;! z{2-U{UZk_eUhucuMLGX%m)BN0NZiS>mvl50(2i1yO0(59C$^3px-YtETv2Ox?q2n? z2h;Ptmfk6M8&Mi$YZ1@H#*DFtoskWdDMFs8!Kz`|Qh0#`#b_5}PI4mr(~M{K9DLg3 zocl>tHseed*3)*u*o&rDHADHEpBoLZwwmE~u~On?*ndFnpTF=okT2ER^Wa3zx{fz| z{$5Fxg61qDAfhOLH3Jdgt`RS68HaNzkx773*>gUXOux8X%Z9D4YJ?M7CJluu#qZua zL90QvX5#Wb5d!u)=*#JYol+f&aaQ<+30lcSMj;Pa`n+*}A>9>NtST*bHI8F3{*sn? z3Ha}2YTmeq>lO3o`lI%dKx=aOF+%^{-Mo2{?A9w?58%T z^noV@HNe0yS$<65{zqX(^(0yl61jkB9=5aPU@4DXeUsgspffL=5o|?!imMynKca=S zVQ^?VS=tOlrXhg~`kUQsDE$uh;jcCq&!IAP_>c(U5Uv%LlZLugvMnMcUf#V1s~E6% z?}q~jTM-arwLO%FYH3`uS1F;l`YYh26K3_!Sj)0nDHSlZ=3fc=!5*eSirZFX zof6r=SI`94Y4;R{E53AP@L~S>RFbQ6-)33e_q*V+i$!g1*{Qwg#Fe##R8 z=9>-JhhQ>V?2=_IpUj^jC6ES95#?Ft*J$p;jxG+n#ZDN6qlJX34ITOxU94DLg26JvT6?Lbu;2YF%cVrkFOk^jJGv6;(ZNBM~6;Z%p>VUiQs_7cv*luG z%(V+DWFpOTLEam!#2EfGD6Y&TD{l&W_S5LQ0-g)#(C2HF=ZX_pb1N%wTr#%UR@y;H zDV3Pip!hAmLF{iIJ3FB3ksGBG`RsvvFYB6n&vpV_+#j|d8cZ1c5TD|Bg-fIRU)IOI zde~{rWzA*!Y}5{K&$j>T64LQe#nngm6U54_IX%?|1Y$CIvN&IRs??gf(C*K?TI`Dv z@=55B+4#F((9uV_dCvP~7TrAb8xXcK<6Z4uxV$~b#!CR0T4Eh>riU8x zHs5sI1_NrOs>SXx*3O$eok6{PQK=n`P)H+x{YdVsZ@j3QWTb3Hn^r*@VfsA6W>gmGnC z%arW$?1gvBs+I`X&3wt^YWm z-i!@5`Ut5_GKhXXG(fK3#XnV4X&H^T;q!O2a+wmgsDQlY%TX>XEK+jMm z5eQQ&4RJjv*n64(>uNh?2f$$Jk_eO(yE!yrXmMTV zc^}J@>W)+U7Zapyl{zdTpt1M(%h0gzCG`}{Po7ye_#$s(HMyO}nHjEA3`;M9F@_H) zA@3W=vbA#G$R)O0A7mCAv+a?vhH_Qeg&ZFc=1miAEr^w9ZWgsdIOg}=G`T(s zp2W>-(J2aZs%CPC9H5SFD%@WrqLe()e&w=2uA!LoAFgil?MWksRzn6NY9uM;9U{tc zhi?X@6+&&@cB9Y-rYI#3Ziazo#M843E zcl5iu?iZQ_d)nBj%1m_DZcWYK>-NLecl~sD|3InFsUB(TX99(cYa#>m$uO5xPsOd2 zEmSIRhw3Ojo_1pwVL?Y>Ti93p@66qtk7QCRM(|YZWkc>m3uD1v#VBs5Ek83>TJk`S z9tA5_?!jRck8%o`XL*WP;{no#S)eatXnk>?M@Sr7h&ZSB^Tl7UGbtBDKrI}IswN9? z!L{*L=n6p*Q-Sr9p|Jqz3Vu)tz9wYi>^_v^hx*fp$GJCZI6~?sz}_SoPGDvIM)Ez> zOflN-Ef?2+!Yp)OToV0*@|PKt>5}%(V)yc0KyPKvW$p#_ZpFznUwp$$-^ZkG>P_1( z0u+{BHE4*%F>hibEZmKR2TpC~RrK$Y*fUp|8+_c!b;N+?gBh_9LRWF-b50c>tk3CT z)Mc|ED~X)O^5@BDG4)jtDEqiXB{m%pO&*{3Lk7&gkBmc4W7-Zw1R28?`Zm@2pa|!~ zCZqmB^e`$|dJ!yt$w)DRt-m?svY{$=Jm!sE2=^)LKd4{&Poq1AKkQJX)>qusFK>9u zan=7J$XgxaHTlG+{lB|mYMJzpMK9P0mM#~93%G=n11Qr%(!2wqKn1YpUu?iai5+_*X z9ZLlIn8n+v(!g3c$=rs(CLfSe3MjRtzArS!X1%*F4T|`>Hcf{fw0-xz8lU!@vdB16 zBPXQo#c8QCjWsz;f62i50W5uut~B=5vQtShw%gkvBvczw{{XD+p!tlCf?xYkB`dyc zMEy0O$^(b%KTsVy=*usg?obBV=;Cj!3^qRVimj=>k7a=Ov^Vz#Gdd!+76Xs5me5zy z5ld*_-HXh(oIYv->_D;8u+nBpMz_YqsKp}?%v}=@XvoVJ-rYP_E0z{wgV0Rjvw`VvvE<&3y!gqbCK@qQ;YkC`TBYB2ptI5lBb@ zXe^wj9ivn*ARu6qdQnk0^8c>TYX2bjnP`_!3>Bv4RBdjfKAX3a`8hT89J!T#CAKol zj|X038ABlj#VFtFaD{eWQ(9XqX#3i=nV>+J`mW*da3U4XeJi|qCJCy)DV{#~_55to zBxP^AFDmk{Vk@Xdx{_con{+K7+{q`R|5JtTW&My9PuH$PAL!XqK|%XUwXc*gyj$ID zViTymJUh3^h2)pIgle^VOXhbONKU?=6^Ku{G%mIz@ZY?M@v$HJ8Wp=o1iI4xQ@Oia z@ImB2M{2Sp7nQ;w(l)pcQkqYpVwryQPE-^DODG~Q z?AS}}ZmRd8HWX)*Spg$QIJ1>4D8Do_;6}GySh>wh;dk$UE2j{d)K-mg981^77`n{Q z^&g(Pn(UP*!`I3mUa?2TC3 zhFxb_JpN4=qj>jZqJq0LsEw<=TrxO!M_r7f((gkc-WfTusv#}8@cLC7DPwQjyY(SB zo0r2ZY9NLZ3NJ0TZ~#fTeSAAVjqP2j0CJ?@R9AeTh^G^9Dl0$I#0IaKgj@k%8YZ_= z`N4vYqY~eQt|#xxV8J+lDCt=--vjc=*p`@UTu&f117+Of*t~Ewdg9llol8Q)f@u^( z6a{|&3B11PCW9HLsBRWsL9W-Ou%}`lfvA!7l%(c76u+8CKu0eU3`TXCA{9SE2p%wj zOpeQnxM@btU1XN3wVAP|_9nk3f1jI0%*E3t;$p}VO^#qotXDT({1VBYbq_7QW$*DM z8DOl$st%IVg$K~@}!6=~kQ1WQa^J4`=V~c~-AHMkqNH4K6f#Om6R>w}`bQC-1O1#3;pG%Ab-sb->1$sx zgc8PL*n9bi^C|anWzDpn84t>5$wF>#X-srPMw{+eOr7DG|KV-6eyl~9Pv|NBH2oy> z$51M}VaY6=^cS@%b8Ic-*BaKo!E1_ROxZyA?fZ=Ua3IE3LS%xy9o_F88)TU|3$&ZQEf zw_R1XPG*aO!uShI*Ji1r|6g0x@@9<}+s~c9BH0?tP-2=*%W2d*a|`dspJj|`n@+`x z>TW|`<9{m7OP}lPQ+u}c58TqhNia!sq_0Dd;N4lh=I?wg`ga{yMPZ*06tjG%cNBqS zSg`urr;Alzl4eI+KS*9n(VwMn_JR*cN9w&@ygxsB=yB%ECGhBIg3xG&AQG8T9MuxP zjSGPWKvA{Z&~NMhN#q{QmM&}2gI}%roN7tM*0%8_TO(ZDd#r$P)jEh-huzna|vUdhFO%1m}(1pfT7!4 z`G95Z5H&{Yiw;B9NBjhM3SP}rRPUE$iYfe-pKRRU2D*@{Wk6MSR8S-e@@D3WrIF9u zK(!7i`e)T|ID5r<9F)Cj)%=@ml|z%nplwwDNX2qjzc4*ak$Xt-{}pF$9u2wb*AHF+ z)462ct>fDidMSBXXj{t)M)qWHprOMQ_GQ+a;8THq>jvg7OQt4?zzomi*KpS1P=aGq9o)%P5(5CD+w02x_6sOq zId#C4$g*BPV!|wr&60>P)`nTr$Mvr~J<`kdZNC92Bw8s#}-Gfq`q*&lK{_kTX z1}Q0H7s!6lL=1TNjAdv$a#H+4J_F9Vq*Sm!i&3wSzVttaubl!01UZ>iv7MiAo+nkbwCR9X z)tLvOjbYS=`Z3%1kEyc4aApQha{Y&8Hg#O;U#&hogvZUUP?SFgB*oRADaWAUhiD{} z=0hk`{@^oX=A-vJ> z#T;e3Dn#Tl)F+Y|x+>Kr)5DOAh#vEgPb!eg%$f^-j&^O|AL-tfPT~P?yDN6-OUMp_C&}U zriP1>@{Nc%OsGu>y+$j{lyoa2DB9X|AIKF-4cPR%(sa#P{#3Ov>F*+dpalC<*50kj zInvKJ+rB9c`sk&<^z-@Oy8j)v(rYa6iJl*>P9MkIyzL7VTGHKZv$D35%<8P%r?}jD z>Cq&xsZ8&tSmIY`h0#pSBHiE^UBxY2fmS_eYY9XNe`R1*35K_~gTuZ<(ghaufBdC< zKHe(3GSFwWGJLqrzZn4D-k7?}lFC zHuFDQEcm3A9skzfixdJ?y<3tZw8yA0(J#Sbyx6Cc@P{M#>kopA>WPV0(-fPez=iW@ zlA)GaLa292J7m0Fma##vH8%n9Lhh%9cj9zbg_{`XFWN9No4&9d7EZn%73d08@XGF> z-uigr(`$q>m(O!h8EwzE7Qa3|NsHO7(hQv#w4r>s$S9HIV_w?)5R^rD!jx-s7rLQHzvG?Vgk$@SR+zAm?^d-fcX6A7I0HUPX=s z)e~jvW`Y(VNc})Q@GPfeY*qXZ$T}}2=R3$#pb7Y2V=EYfYNNvktiX)tM;pODdN}%@ zkc{jFN>$?Ta_5EHc%|!ByGutGX$5^ni1R|p=Bo3GeY=4>^-%@bqG~7ANP`R0Nl=r` zBwc}!NigDw`m0<1XA^Y1aIrC&8}a3I&s+Co-gbkaa|r*OmHw+GtUHPq#p_9>%_f)M4)+KV1160dmZv;QVl3Ro^@iADLxr^bj$gpO2w-&i3j=z? z%e`hq6}40H4#6b3C~s)G>+|qm;PMFmr>P9FGxQ%yrH~LEdOC5j{yI?@N(AB(e-2lP z`CNP`1tA4|Pt@yYD&2YTbZ+i0W%&3p!IM5z_wlmI=W{sVv~K$~A2IiG!qrxU3GU!U zWYzaZ@xrz;#cn*fyNm{rZ*}PX`o7~-(MNA!^jkLnLzZM*AtdRDXLG@dvOoE~*ydbR zvzH=(xmQIulmqv6(xx+_#5}=nUPfD|Q!u?=dqBIgP?YzJI}iKwn42Y;`bMsVFfZCp z>&;s)dNc)bIc+>4SStCYB+(;XAOy(vy=k3{UPyxmUhu7d?_~>olRAja3e8OW57SP$ zP_CTZk!$j6n>h8*=S|#&%zY2P3hbHAMlMw8Eis5XEdHkaSk>Fjgp#V?Q56gcB1ZD$ z@r5rvPKCdlC`l7*s_EDl?^KeqJJ>({AgP}bXsVSp(oL{$&}?DR>e<_h31I5=3Ws{b zRaNVC@P0GE_euawqL3Dyb^okvve@~XKYfltJxP@NEx&mp1Hr|r&1fJh>^oY^j z^L!jZm%6pYqx&!a3B39w>fm=w$kY-IOk@0~e6w)jQxmbi(^eAmDch@-@7&(6x5lOt z-YMwdoQkZi6nI*PZ>T@B8(X`~z?Ag;mBA0E6yT}V6tEKU4gyY`2=0OMGs4`UNh2cbVXFXTm_{XF=+I{>Vf}gIQDf+& z=DBMc3LzFmfTwfT496W86y&jziAE;(d`&)!9jb?2)>~7;HNt=yyLBwnh`+{@zp@0m zeWKFo>*m^7q#O)yD{>txffR9J<8hW;xjNS-37+tu)+7!@k!~|1)3L!Ms|oRnHfL@G z)cz0Nx9mPv`X!pp1=&5`qM+soF?8B!IBnTG#hz)B2$ooLaJ1;uJf(!9kNwzMFt8g! zoEl~Fx4iA~?oB=kMcUCSGdgT2MV4))OV;VxmBG+X;x|qo(a?@1axprb%=M~>+2{Hc zS?-#FvEI@kGm`yjO^OUI#dCab9wJ2k0v8-Nl(N&8RjTnfce|MBw|CHnwon06E0y`V z>Fo3=QB9ipsG>odXhi_iQ7aPIT^Bd5EgL$Hx{i)eqhi~R|3gQ}IYitgM)9Lmahfm6 znpNwVWSEWM@*l^4jx#B1Nb8|hz7+{-g1P@YaXy!7x`Maa&R>e?Arj+UjwgRQrRI|#k5h5QO6jM~@@A$A_ z=Suc0hd>CvCS5Js0C6`xaI)FdpFXcmJHYR+sd9o6>QJ6V1KUwO(6w9=u-K>8S-g1Y z=Wx&Y42T!-x(4e8jQhpgjLFruu-Wcjv43GZICTFk7G3b{r(LE1&tM;mrn{7Y2uf3o z3V{aKJX`q5Q@rz1KcEI&yStPIl%*Xs+0cnjgew0iR$o#UDpJMHyKHKNpM`XHQf0hD)DvFM&7{J2SQDtdFA13Ua4)f1-Rt4LWv zL}xn%3|(vyV(Z}{Kiuip!ntStX$lvLP%<1gMqGwrA9{dDkxNB0?e*hJ=|PRuv% z)rd|0A^ex$=BAM6G;-pbPl$g`AWVjsVDYy7$MoP6ul7FlQ#RGz5`E;; ze)goO*xW{vy{;-2xHMOhviE~#NL|Fih*`1*MR>#kK{e?nK4i=t zokC3aW@xt&$LYLDS{-oI5)%9VoBF=?)}owzNJ05QNsWSt$76U*_P?YU)oY8%a&$3SnF3~OoBHci?a;^Rj6e%FeJxzv#`V_9?CS^#_)6DRVk#ct{`C6fid28je!Rg13kCdvBNgi)V za2ksqz2Y6L@8mB-NXLd|E*iE&1r-O8an7(1Lvb=J*E=&Z9T#lClWpB#6qdz_P=8Zg zurg;Wsm$9DP1)9~%0HuBU;yKdozN7m^}htcM&c<$Dsb2(K~%>|#5;p1B_T9eSQs~6 z#_(_pUgJJSqq`u_SWO}(MP6Q`8`4b#IJO87b>!a6kss(!I|0w7A%C^q%6O_hClKGl z9J1$AIR=2wVO()tO9;psp91u{QGXW^Wq&EvO{{{&`P@S>@cUY>gmIjL7jw1xn%PXChwI6U0f6b1@8}05FL)SHh1D{Z-)wRI}1uS2uox<+|4e zV_vdlK+paQ{_jHiFW!rs-1?eR;BVi-lf50WR`uYebh@o|^KK@5z6`)=(4?RM zaDBgLtRyjKDv~(Vr02w7*92E&{PYJ)ty_!TN@Oo2t`XA80!p9-^T!e;4RO!i43m$C zpEXRWfQ=CLmA*B@@7>SKfHf~JLRk3}r1orb(KVu8NxJjbI^AIZ<)*hPZR-v-Xx%=MeM}L3 zh;qTLIXEy%=|Bq#o7`;!oW|=Zmp)&TY*R1wgytPT{q{k&UovT+%cYgt;Ojj|UiP(> z-^qb+jP?1s;~X#+6NbSke`aF0RKiW8pFNrnAfBTk;>-AkkO<5dwg!I}IG;)5sL==( zPY4huzfb-spph(y4U;xHK;Ge0g8EHx!;S?D&D%$chB=3_e!nowmLFH^kkK_9;RI=fi}d@%nu7mE8gR!@ZE{uU!pJ_ogo;o>2Yfu$$M7D0H8E<>O z&aesJrv4#tFj2-h-ruPgTA}|RfG^d3ckes4sNdN2;tydGf6`SwY2Hclvcsm;+_L)q zVWacXrK8i@Id8OYTx{TvN3*u4)VPKc_!g78x@1lq4o*Ho0b#FCFz`!VQ{g8hLJGNd z=ng0&fN@g*y`1_`c=9;Zf10o+?v6~l9M?%34q{iLD`&fXHeKE{Ez%CQxoOFra3ziH z>~eYIl)XF;$ox+hw~-Rj{>0g`=Jirvx!RwQL5ADH11>YvQ0DH1IW&`xU+ke3z+mls z-f62)SRRJ^ucs`;%irC7v7+}PW-peJ8qGm4PvuZ~;rJ8(1|pl^C0a3*x34G5=_uU0 z$BV8n_Db%qdUhyxTkt+guVBwcMA=EKL><^&&NZmNYtp3@d=Yn--;=}aZV2XSga?Y4$xHf-w0h%|(ji0S9Z z+qa*HxsB6;{ba%KXAmnsP9;R< zNF5B$lih1MX57enS0jhqQ#W*|v5ff~{UC<;!|H}4-QP9AU>*0iqKc=hTbF7@rQVXk z6Me4f>MaCNlVGt$YA&Dor_F#_7^)lfyoOT~{1qb64|{UPl!`(m=nNGjhe2%Yr6zd# z6;d}@-=jWTa=MX1nWmz%r&;VKdp9IiYRVHcs$G^+kF0vMc<)9j?S9Ab=TGe5FHX(f zrP{D}V7C^`029$>{hpHzYsQsAQi38i>q5$*G3X+<HGNS1czf&R6FO;5rWjpk@rH3fP`4S z#QoG78xs3P4Xa@qV(7r5*1mk^+y^Z*4Pgp<5$uH~t7^!IR`L~|y}H6KFeloa3b^KR zMdwqX5xj_*W%zspiGmF%?w4Y1PSY$ItBFOnR+U+@2_@ zx^7#;d9$+l(ohQn1`-~Zb1Xes;pDy9wY-E>xK+_I%5JV(#0qiD7;ljj8WyR|J2{(g zo)K^2w%u&zcRHCeZY|7M@v>rjmomYW`9DZg_*n*SNU9Y2Gm89~AQ}Coe~_m#ykWsh zQV?Sv$20deRij`<5~>vM7|6p8^J!v)5o(pw5nSS ziUF$@0fG{&w(XD~A}3-ibW2l6l{{VkGZv{!~`e>LQ=g_BjZPl-R<6N}ec z#HT`AiTuJ(^DblIV0ka0Bhk%qy9arCPpOhUXI63xP5t?@hpjU^@bCPh4r(lZj-ZCGVD_7G8MvGNa7~=*fP=D^?}jsNLaM z2subp_*c%>@sC&&(EM8b1i+KgoI{p7>x5+1T=SD&{X3c$u z4zCpxjWCvv?PluMs-^&%Np4<&11GamG^jPC!~kK*3Dm~bJF#FBH2z#J#l2;F+l-vY z#X|C}&Ng|MU20hy?!P@>Hl=M>Eji=@mFO&sIQvrun|&A#=jLrvUUe=*8o9< zHKMqgB*$KZZc6|S;ccwfxcB{Vne?SBv8kM=Igdzj++%C6<{b5Lu>x=*+Pa( z5q~EpTIr- z;>X@+y8x@Tja<6(o-(x1HipN(7mc0~$b192ye~78nvV+-QM%w)Y2JHLv=r06PfEPL zoVHY>g^M$yt)Ziz~tPjWB@2|UB zC~#HhZrZ)${0r;)PQ${wWV89V)3|y6HwBtUzYEsfuYVHO!CwA*apM}kyIPN%%hSsW zs;7@-+iS-0^+*}U!?J4I;GjgD%8_H3y=605-^<%{|5&05!M3ZSalaf#ICNeP)V&ad zNV;YB)p68Imm$~@g*u6{nju?&OiNJJyo zyxlr0)^RbAlj+BS49&(dcwcbOHQ(}X*&XQygfW=Z6iPf4fR8~gWCfZQ^U??;I1&ZQ zx+KJ05;9|5wE3{pQEzB?=z)wWce_#gNzo!H3CnvW4qeJ_lnzFjoL$i=T&NfYsUgf( z46{NIB8>daG%8Q`P$Ef6y~3c zM@JAI6T}1v9FgAef{v(*M*fJ= zVW&qgzDD4?QmvP_!)%^ZUn+hsqE)m6-|5-vhQbf&Axp8@bX{G&RX*Imm3A+IGc5`o zpl+$dF^uvn>Qx2Cm#jHE)}UsR0Gp>Vy5{ITFNRR?(&vbL^T?D47NciuXVg% zmcB@qSxro~Q5&!QxVL2*I>QxWisPiOKOeyzY#4rUkW_aGxUM7yX;_TC3p?PQ5#)Z? zsJ=F!;;CwYz!$l(B%b;RfdsKR3_J&VlTeq_lx?JX#v1(=oJ`c@EV`L=yV8IXLl>9d zpHDP6H1b#O)Uv@vnQ}|^kw$6Yg-sZB8>X2q!L9G+qAqVCtF7XN9$I-tQNFa$`U^`3 zW)ztZhr0R??$b9PCB6(t;Vx?p*Xr_ z3ev#LqpZZ_)uPN~eh(kAwZ9CX#8WXKHq^?exKjp063cO56LKe>dh-CS8 zeL)Yk&rn8VxN=072{F$)U6OMAMc467g)CRapIj=swrCe2Guzfi%)7=mq(DD6|iZNm?TG(KA!0IGRJ@VNe3jNl|%GYs@Kwj7x(Flo+JicMR2f& z?Wnbq<@ZYcQdP9g8{C+?MV1hvgU*+!c&%tHu@a9HP-b08NSK)PQt6HK2$GYM+6Z=t zO*^Mgdw&nrb`Kd>P7q#9-%Cj;10_HTCKB8>blJIL^Vd$acfKMAO<#KR2>84&+Qv^i zxntj+%E@^fKZ|$slsrf0zzqv0657+w8B2>p1Qk)^ARtDiP1@AQYkrB)Lm3ZG)b)`3 zh%QBe-xI!FvW+Lr8A3S3&cx5%Y8|(;O1+sOQoY_Cfb;ECxoLhJYjn*04w-)1aNN63 ze)*Ql9AUz8%rb9&oAK0A|52TtcVu870S`KPJFluG7+}x@*Us{2sEras<^K=8%t3SA zS4+3DuCFfk?y?Ad?#-+O4>&x+tT~a=TM5u?{txlv;{U(#;5a5Z`N4={Vb?}SPp?@u zW`OGb5rpsUExNBJ?F?-35tMn7vLQA)#5H+ik%_mtK~8472|gj?O^F;F1)r1y|IQF` zuFM);27XW>8h>gt_oDR2OToZoWg*oUNDC66l&eu4JAKA{76NafJ}6)grybmvo)0yc z$TbL$zyn7GMREKk}=9#_JBh!d{L!$SWqrV_iHfrL}L0B2QIx;a_|g z%Klax!a*2(4z|+9tQUII?yuk(y+hVxXb=j-`YEz#1$N_n94?huRlbsvqb8RnIfZsf znE7`!3|tDJ^k}2{*>*;I6&k;?CK<&YH+$C<3Z)$z9Dysek~rH)?Sfr872sn#xA$tx zq#&v9$O|u9(beZeI6VA=o}LKe@42Nmwm-)iU??%(u?MzT@jCiPq(HkX1>6OJ9?Mlz zRRX)S#4dK5{e*c8h=9Fl0x*G@ zIvxd8CDb%3j>Ez6WZJ8d0#Q~(@fy8@+ql!hE8?tuugamm&BHCLCQ0abfb_DcTE13l z6X0SPatS}gs0{suEt z+)QJfrWoLy=ld%_IG?Q3FH)+~;Lq#AF@+%x2m%I1`^BueWrEvZK`y%EHyt~vz7&@~ zE_+{r1oGk-cUYd-Zsoy_1)aBwGu?q~GDS7&WT`TDIm{evFrCelxv764ud|&H%6Ep| zUmm6z7)ux#74=%MyD<8~9w+^dxS_O#h^FPmOMe4HN9kMOHUveum#f*9|qK+FM)ew!(l8LCPmQOK5ONC@B}UNg zgc7TtgJfuR7gfIkvh~Cz(u;7yYe{L4f0_FA?c9dVyI~Pagz2TIb;M+pyHO zDrfT;p&CzWzFd}P)7k;X%hC zPw#B^;mo+oO}Iu@91kC%P&8w`fx*GH#wWFTJz?8`MQBO&{hwgyK1Prbi59b=4 zR0Fw|Sy*FQf&*5;*>He6pU(00R>%I+jPa$Vl5_&+ zO#eTs&MC0&_}TW2jmB=cV>PxLqj6)~w$a#D)7ZAtXopSG*tQ$%{(A1c=lsuG@{~O6 z+25HpYklTVrYxN%WyHNLA0IcrGMODdw6deuPp9=zZ!U`$I7J#U68=|~Jf2IK^VOx{ ztY(h9o-x7w2h^m50N7BgUtv*rA%hDI;EvHx^@^wVe)o|FR)Q^ zEBBWTIT3Ahxw?;Gmm7GJ{ox&4-M>(Y$H5xpwM(coo{v-ZGxEest+#iSZ$yvQ&Bn7stCY-B?zjd4WbBeCDV?t;4Y!d^37oG zGiaw(nS}`N?*LYf;=Ce*SM_c!>wXdkR#Lu5zfuSysAzNL5t^$+2NnvGI;nVtf$f}7 zCpWjvU*Wv$vTTDu$LW*bU*_i8t#V|=xW0>1wud5Fs;rr5*XHcP*gbOfDhVC0xyO|N zz!`J+)et@6HjwMxU3xCUwr+#|84j_rh=`Z%pgeE5pNNpLp^UL^*XN$7I}J_fvWG|I zFe|qiwDwEC^ZLHc`b2y30Nt9EQOe}s&M{leMO^g1zhFBV;7vz@sY!O(I)r{fJ@?4` z_ICjikHTagZi_p7B?nQm4S<~8RY1~5?iTUyN6BY8RZ$+|AMp*40>skJ68!>h*_9}| zv`MeVg7zK8dm*)zpfoVGalAZyYNi0minwWA7-O^48j&;ZXE*R=F=oOu%f-K!KqO zF;7|kvx)hT89Evo)_A=ij?1pzW{ad(-ylIqfaIXt5UFO_ZS&RIcfFHtx8CYGEE`Rq zq}GGg{;~}s>z70@(0sN+1lyf)n*)EQZ_DT`u$!H+t(lh6^dr?lC|Q}Rj}~xd`*H7+ zA|G%Hr;0-y-s8DEprhR(e#J8<&Xrq&-i%A9tmp# z0Tlc8o5D-muJYJSie5hSxRRMj{#x2TJ+*LY#fq%! z2zlv`g4KLZm-V-+UELw$ovD_-;XK;?h?n`S{y6Ut_;!EF{whGXUK{aD2UVa*R+epMnm0$pdsFA} zL?!zB5*+j1j7F-gw~^CC?_!@;>)eL)Jg2@7Pu@NCkrZK(rwWHc>|je<_fu*h(85Gs zg~I_#XCC#2ka0xTS)}txjg9eUJM8q9xLQg>%xQH6dVC2$kg$)SH6A04#SjY~rTuE=IG4z_zp4QaJuyHW6` z#Z?Y)QSHt+KBy9?(K2@=`Y|cWrvpgZ&*#5dnHQ6F_{aCh4qJ6*wtrlkr_m$>;{|V( z_8pcS5fqa&6Z2Qm!UiCY(`){0E7;x8dC7qh72NUS9!;N*2d`zWHZR0$=j1H=>IjPg zg6u1mN@P}pH%(TZ-dENA5JGM%0qI*(z#`Gu?Iu~zQ8e=S_5Hpr0#D3Nb*(4c`s+Ya zsZ5#Kaz_1+iLaF7G-SqVa&>gYcrGv$B!4?Vq3G+&_?JFR?Fy-5g=qT3^_qlf(T}jf zxqxQ>8=DJ{2AX~6s{4*ye!qWV?KO#2P#|?%EQg25o|Bt@tAVOnd|o=G4Hf;1GiC{* z;70EEgeJ-hi#QCQRBcaxQaFFtflZ1uspdj+!B6);_V_K0x39B4PMjT>?*SjypCYs{ z`Jb9b5MHTzD*linE5%Is8&%4wtcpTZfp08`mBW?7Y+g#}4*-P{9@_e|0MT>A0ZYsc zfLRk)b?lLHN(Yvg`2QJ8!sWO>?Fn~Ze^vNH^zQNXb)&=n8S`Arof>Y4pUFBW;^A%| z>ReEDcRv@8%VikB6st6k(M@Psdp`mqFHR?E53sn>^A+q->w=YNO{~Y{NWYAh&iHwG zjz!qu9ysvg0x3GRvJ7GAzNEsFY zWq4qLv2=qN{Hjj9QnMQ9z@!Qa+}{f#AQl(At3ncprlJl1s(9G&u?mX1F9IQr5nKed zN|F0xLfyx5albh=fYbZYuoP-e=D3I^oIN|)L8%y@xxF%ymXnFBRfx-yVX?MLnmyKBjzs3sD6U5jfESWxcY8yNItB++aYxm1o zP}K&j!4tL!L^T6fi3YtK1S9+} zO@WHuzX=J4kAJp%i`lc8M6xiuHV$UAt99LI#Sg3oOc&U@fri0z3Gn~-Rw3T?eOt^? zJ-aC~>3;pjXh(W9)mCYrAzduUt-3ukxr^Ac#*LQim#*P^ZYw)^f9CF+!8hN%{enW7 zE4nEA(mHFwPA~eOVt-VsQrN%m@l5K~Uvl&h`W{b;@cjX};R1JRXPVwO5Nno6aXPc& zWdz!OZoiF7*)dfo+Y%9Q?W)yNHOg_WB!_%6jlRS|Oz0jb1j^tF=;2fO2DNo07&Z&~x z1e(Y`ZN3+501N@h1^GOjXI&}FJz_AqRzAZ+I<4i>GqV9*&&t5?IF;!|?xrun!am$i z%*UzN>hCi{ZcCRtsx3PL!{%dQ`&b#`{k=LAAjdcuMIqjQ&}AJ=P3|vECe1Z4R(8}? z8JWe55wP&4hxErkIDEDC(d&^>*wDsD5?rx&Z0B!?l{KewjrIy+!w#%KexeVO?s4-C zuI`)uneMmI8*S?c1O-(~O5}^KPgn}OJ_IvC`>g+@U8hg1|!%u z@^pZh+g2faI`Y7OT4H%-HDqHc%8j}K=6l)bL-yy7mw<0&Cow?$X`C^sR6>usK}-2C zBOV!!Omod7x=g#qnn|tjrZ$$t+RLpYkIh`Z4jWjVqYZ>-z4CvO$!~ z<1RXmyJ2q`UXfW40vFH(#@`Z*|2i{(mB&jvqA_(Nn#5ly35Hj_sBf@@T9_OWTg;&jXutJ!mXAz$ZmQs^ivi2I_J=n-3-d^w{@AbXNdMqWZM)s%Sd`BJFNqT=7RD z^N|9fjyCqV{b>ZS3VS^5BkyX+#1mpWtal$MP>Q+Bn}p$C{xlCA=BCPcCFEVZ=#clg z1UN7!Dt1iD$={Eo2W_o)vcYf<`H)oBUQIGZG*7pKl&tjNA77zs+sgdnt<+|A(|SHTSuv2Dt#|V#(f*9|J@d2pEy+%=JIUq}b*`AM zL4vw-LZYRhw^}CzPNek3Xoyb69RLk>1WopP9DN(-~sTjrz`k6VMVhUkNg~l%E-_aJCTw@KYaz%IF%4d2)SrN9i+7qIH{VI_}RYk6*JO;!wSg-PFQTK zBH!gxjgAvBjoxlKVh%9e8Jf-ibehC)xlL-s#Z9$=(6CXy==4oS?+W*A9w7u{QU#(< z*U^T?-@}ky?oS5zkV>T|(2J24c$1mZ^1~1&M(U6P+hjkd9K|mlScSV^g}_6T>_QC_ z+vd##n*)y>eOMi`oUgfkP`}9XCOK|gz*{G6__v+E5SKD8A9BuFt7Y14BH$|Bedd=T zIxt9@KS2BZs2F(Gm;k3jF?Fzlb$b>?imUE;cNp~%Rn7Jbeq&b^!R8jht95r|}iI3ubZ`s=0|rXYI%UzE9;9yZR(H=^mSr71KEt z@-*zXHoT*mysQ?i{YGYXb?$`%K0B419+6vHXMsB9^Yob|fk+0ya<81e({_LNk|3H#?QKg<9-v+NUOmXjMXA+;iB=Xfde zLsbESU*VXkit@}B1EUQIBcbcrF(0vnAbK|ca2r)%P^KM59bVeVQ}fELN1cIFqs_I? zx{-!i_a@h%(wyEqu+XIf$16#QUSVY=Vw9OBx_Qw<^5qww?J+_um=VIS6GAdXnQSui zt^@}4J%!jThV_sdI|6u%wA&+{ zO)n+HFkjY-n=wMU($X;uwR=~%e5{3L8ao>%W6mG;1JN|J6*c6Cv1L>oAGx5(U<4c` z#=n8i zV}z^II2gQ~m83fq zqkch1Ydc7fz2rF~25O4NXHIxXV6;FZSRZYU#d0Dc2XBkV3K)~6wcv3GSfDA$Xc-5^ zK8&|dVo}k`{>H%M=OAyZswfW%g&@xevbsIO;`yZ4g{aqr*lczjw^I+Q#l<_%MQF_z zzz{lxjWWf$84RXED3I|1e4=Iz?L2|)`!aumOTMCjrW>^)jc7c`?CUu8IR32o)(PHZ zB_&RPO(Sb%mFUqcMsnTob#hQVt!B1+YQFJS^kUUAG2vEv`B}|S0x?Zz;c<)39$%C? zXm*2~E>^Mw0m4xcNoS4KphV1KD0Q7Y5%q#Qe5hC) zLZb-1dnAm9foyJ%m=>&$kcna2Srnj}Gfn;_Ak1VC^|98oomX(+b1$pedEiNw7z2cD z^Y#)#AV!dzy>7TS!&R2+@dYy>d%_N)b5c`o5Y;UvBvjUbsQ7sdoqV0y zt4o|fEzKd7ieLP*ApLx0U1Fc=zq!R_c?3?uEl4+yl24@=!EeUMn~pQ4DX(_s$eF|S zv$Qt%y?*7Z7Rlic;%_7@&@_0Rh_7)Tb z*&`#W4+5C#Iy%^AAS^`SW`eDMjQ#TDHrQ-)c8w+{IMi|fvc*qpz4&Qw&HMfPlxx+*9?$_ppYrMVP0LZQBwB~h&aAzL1NYdu+S#2$Xzd9uKaAnMs!rq#_lg9#g4IO zp&9M{_m8F>1J+H+3*z04jn2sGzdE-v0UZua)}+{@jdj68V|H=! zVU5(#OT5RoxUs5>GbTQaWtV(H=&{J$HzJCcl`j=@+_)nFPY7ZEfPw)XZ)szD#4jCSfK7ATX#Y z$f#KIb~cE3*T~hGDzwaMs=nPyq7$=8AOTisMW4`NnhY%^3qd6oP3%<`H@;eI5~;Pdoyd}G1VAd<9r|yg@2+8a@3D+#`1Q8wLgts-%*Sv)cm*e{CBXqn#ai^ z9#L@3{HB{j@E%3mWstHv#5&9RB4)`B70D5B;yGY}m-O+G3k*xLAT%!j7J{=*7LTDi z!Yq?6tvHyJC;_RlKd@34{2ZL*}%A6nQr@n!4C$i5M3_?QnEh$+`GQt+sM zh7Y8sX7FnrHvWSY%UJ0P zv5fk{NlKgM?N8;s6Vq9FJT)|B%=w(gZtPT7+4I~J#+JC`0Rsq?Xw-jfkA6yoLg;%u z)Og+p_n^P(mXvRvue?F8^hEd;2y(d%xBA*73VtVlSaae%+0uao*pOkxygV4rTXKS0K|=*h+li7ctxz}wAK=t|JFb{v3=S%thD zg!{tEL~68jXu>OCQ=ZIBA3RfwHgib!U6j3Mj0t};MC8_0)mbyUyfl!~5OwJM;UOP~ zza*7qwi~Q1361ZTk0n0;NKbYl=_Dc$_39jWxb%Io_4TDv=cZmlO{NsCI|y;g@qG>! zK~=S{Yt=M2lRbja!PD%c2uDJQX=I~HE5_Ren0pW1&r>WkG1BIm>{#uS)C2g{vc7nG zO_xb%{%lV5vo{7{<#en1L$F@2Bs1xKjstb*jeLU~ zF${{?@3;L(Ky@JLyH#@*iLvhV2w3*gY_r>wgWPj6ADCQlf? zwB1Era5jMRJ9rJ<&(J@+X9=H5O77_rte55P1_!(jGZzFNbN!PGt`F&uoK)uPdomJ? zoMzN_FAMRZ)Yy4P?hpCrr9tm;u|vRvBiQj7B1;8PQ8bFU&AT#oiZYvh1u@v7b5y$T zcp_b!nXe=zSu*@OI`3$&V1s|s-2QSYFKT^QgOj;?wG>I{rqaNf;BF84Vl8za&VIcg zS5daPa@6TDGXtB5XvEo4BU!klaJTQ*{Z;w9$4;WL_vSFkW-N+(rN;)aYYmm~GC_Nzh8qR5h~=zKrR=+ct28QfBGDDCd}uSrr2O2m{L_^&c4 z`rleG%3AWKTIw#y%9U@C9Sk*l*1xekoAb1q?dv?@T1aANyP@ssKaTI)uh~qSeXEv zg{>nUZf%uqD#ts~l^$6yJ2|#!nMGvsK_P}oIh|fgl+Rh=FyR6N$p_v{B=90^PQ>Hz zw!hGhvuVZV8X-l|AWF&8`s6s@n#>PntJcIT(d%(d%GfiTmX8bT_*A48><#hHxe~-H z{`uk4EGg(dgF$Y$!dO{2F&c!Q7zlKDWu+LyYg;U?V?Ji7v4Z2=ycZz_1vW43eOc9q zDdXg|py|9gZN7*57&MKcxl0Y;m6G z4I-pQ{8;TBw3dpL|m zUkOkTf4a{=j~~6h+5u6^fPUo~%%D7m-|NbHdmXX*ncbUvTnJp~I&~{<+*+ zS(`HT!Ic2>!ga-R?N1<}|YO>VtI-dzlngKLs z?Zo>@oMWrWrTa?c!{_=TAtjcFl6AZiI?(WF(^O_8R%d~8vCQkaNO)rzz~yr?w^q`I zS^IFSRr3KbN;vtdjN}o!KhzjTxx2#sRfk@SHEIhT@x>NV)FBh6Y!~9QtYsr64nLV; zV)#8*nCpP%P;XPqL(B7x)#E-F^fnbnuA$-WBb3(CN~hAX`qWxTY3M5F=-UjDhF2sE zOEdUQ<8?#Grk;c1sGh=b1*_IB;SS}q>fduFRy|~?CQY3>fk0aXkSP(JDG@}r`p zY$r@~$VpW|HwFB_V#?PK;wCj1bj7+9GGxddK_<#|pnPs!oJG-udIOu~FM{o$YRkwW z&mR_-&D9?izu0ONFRBZKyWM8Hl`zZ$lSQ#{ZK(rV0)R7SEqmzIiqqDH?B+4L8s$u@ zLDQ~Ol=6F@K@1D%;oWjjksWE0|GNEaf)OI`*mW@_!ym#{S|S2grZ3O70!XJF#?k{? zv?M#<^s}dx?g#RfphZt&@|E_(^eGtXFOks$jHmlJe%l!cuw#k$wx1uiWVag&cYLmr zcPCbsEp+D~jzA%%Hxw(rZ!d)5t$#R|X8FJg`J!UmzV5{x`K%ngd4Lt;L1}IS85hk8 zlre@rZM{b{Kf3Pxpa)oP-uLD5?fX0Ka{Wd#RZ>HVeh1QR4*sp1t;q1b-O70&CCg zCg`PYc)CE&qQ9J`SQcV*nrkPP!0`hJfGdX#q4qAABCH*3aE7R`cE5@1GI??&K#NVX zlLBg#c%`0*fT;kz5}aO`nomSLg2ZH92140|a?0K9o60fRMbnQKe_UeIc=tHiSQ~J* zZs>H^U>m(hFTaX(`F1wwanUEe-fW4F*u@(BLwt{d9L#ZZlG*gzh2&P+z$V33Ey%q z*>Y|XeumWQJy86`w=lVMAxil$)gXZbGSv6i-IF!RVrf1XuUzp_IQ!0lE0pK`#BNXI zndnh_Ex3)FIGa-X?u~M_7jdtGCH8PjA>GY?`WrLpWw@GOpiXMj4=^8Vpi&>X7d-#M zLDZjEmCajADd7WsBi4XMB+07vkZ`W`$zMWeC>lWP2#QTN8o^swy`x8ZMj zN)3~4wh*PlEnr@H+4Liji-dJC5s)-P|YTTjCd`(8XI_m>;F0A;S# zqINXlA8R=?7G1HQVh6M`oA_1n^7bQO1vFpqewp0DyEwmVE0=a^XGp&+z(J@vgZDJ} zvzy|qMebwSyPF9DFN?n_l_@7M84nn3PThWK(Bb0W

11XnkZ1f~n|9(+=dV!1KLvyO zdn;7AQ;-&Cj8rZuEr$(eQeJj_3s&1fLsR-WriDb;DHK%AoGUigEst@p65S510~Paw zj&dTaSitfnsFPZH3Dyxwy@c^D=8M45eT-KjL$EF}swA~d4d*udEDa>=wa9W zfE*BDqY?D!dB4Ikwnpx+fFOQ+Ewrv>mT>{L40c@384{Pj24d`A#rmc)zh3jgpB52) zC9z?hZcWk}IdspV3sv0Tlw7DK;SE$SMOSyhlOtLo~|;Tqz^Z^)W$D!M;SjHl7C{_{`wes@7DJ6cNvj* za+QNANgU$^W^}zm3Ok0)QaoktQTXy{GDYp)*YtOJ9Zg!gPleDXN7Y!%<7-JbH(w$I zU{`(7_RrQ}_q37DEx04Uf)))$ZVRd``i^g|ABaY}Ev;Il%4X}n-uv-~Ui$7$Plp4{ zR#i`9=8ArbSx=ftmP$F_)OYGu^WJ~fX<#iQqWD|?qm8002vQ`xfCZYL-E0O^#U@t` z`<=~u`{isBQLK8?0lb--ie9vtkqz$dG|&|VX8Wc1>`zPrO6Zixni~W)(k8Uw@hn@K z(trMz+lOSMErse&%>Gq_)~%z7Fy)CQ8I}n`LEv~*V5{y%nOm`j^)Lliqicv0eLV!b!POjBr{FO!V&FFtc(tw4%rVIGUig%7|i z<=fJ}?N6!$!tNFQ0@u}~Y*OWzmd-T3v24^tW^@dCkhI1}y20-0fJjw-fy4T)Woth% z6;)9#wcB+Ju7@k#BTpdWwu%8%(qwRn?x+ZR&u7MvM3+Japa2qBAUlPMr5Gqzp=d^K z(=t5#Y^IIp^fg=C0nf06#^|m#b)=1zYi$z3_rVIa(*|@%?2zxuhPe(x$8-v~dw*;? zS&BWLy_}Z?{b&)pw@pOILr5+AK6M_>>hrok?ud?#@T$;W_wTPK;8A_DJ1b=d&L)iY zpXFSRuw>KC=b10%z~UTw>Z4YqWIjswACOS2-XLEOeB3Q72-$eSaM~Qd<}CDFijP>LbkgSKmZh;eK;y4(tuUgdQ>4xw%RjCrXe*shVA&W`T@6MD?sK?Kg! z_ zkB96QyLj=1IgC*r@FyuGn}c4A?X!XY9&VU%$XA3mIuU^cujMg+5)mi}{-lP7t8>KQ zToS7< zP1;@V3V;n#Nc2q`ok^cm;HefG#Ok9$+5Nq@0k+80hq) zk=~{Eb*6yn;&rgkl$i|;;{V2~m{|VTS3XL)vN%d!EL~XzKbz8)FW=1SBIdWFA;vz9 z*p#I?JID93WtmYRH2=$&q(jo@Iu|&G0*oBx$K#8zK%4VQJq9SZo@T%I{>v7aG+8LE zF|&(Zv7<9%)Zoosf5a8?VJwV=K+*hjdAWXci@khp+0vJY(hx`ero1lnAjT?G{NY}( zXH>OuWPbOx%Z#W%KWy|L40S9PE7#4kH$;j+2nF(Ed|G7HqG*Q`ZNrv9XzRr3YugNN zjeAOPF{a55N-2uCU4jbsQ#VGZVT?p^okW`a5NB%@6zT&)W`);upAKd2MUBc2=LIcI z_gJl&3*ub;X})75zXxHqbI1}Y7znx8yetR{CYj}hD&4Og(4oC(a-E1Yu3Nu2TiBmh zr?=-cJ*KFXE-!ph^@*GD@2!LXC`-H!_wZxwl-!j70p#Wq(YJ$q$~?m8+!O62GTY{# z)F5zXVih?4-lffD7`qK75f&8(nFQaSG--sTPrK7sgeOE>8)}}4Qc*7R<&-zh{DyPX zNojPq=LuRLzy9$dV<7SFdGJGGY9@}U8eYV33;TlLSkKl^*?N(wiixHpFC zY!D@~Y(-X5TGOu295v9Ac@`gDmIZPr`Ta@Ui>%x|_sdeu#fW}(*r**ekZ`DEcSaU; z1QGn%O6&{2r}l98v-?Sbr}Hd>@{`csC0Ys5b>FyPS328b9#?!6@(RY~a%{lL3Z$Q3 za5(+eg(A<(34WG6YSw94Zg7%wteU>Wf9+qye$i&1<0ldopoeKXoB$T+0ojMw2;Hj;WKW0GYY3V#q$P_uA%Mx0NRgJdZ2%)XU$4v#%Bs8B0~~_3KY|V>tMXh*GqDV9~71|sVqN3peeZ>P5g)`bO7w$ z07gQ>ZDj}|G|fr`-DFX;cqVTIG`_dlDI@C3a2@&zOIy3VgMo75&E_a)V1u~uN#9$% z?F1xOi0e@(l$(6)rWLRilm7XF0XX4{zAer-9v-I+I>1miFy6zgRAM-f1uWYP3h;q& z^p_y9pEuC{UCr>NX@Tr7g*C451>3?+ueXtJJsXKGa+WtieMv>_g&h@bhY;xw(XNh9 z0@<2CY?Zh1hE(+HE7`b5d z#;4nEZY}d+yv@s7(#6NUSnLj4-p&f~;jeJ?J!cz#N`n+(BC7e3NtFOhQqIv{@*eZs zX;&AAiDdhD(a{rdKd06=Lh!U)XS?yBwg~()z9Nr?6So81$>y_(ug;cqp9}%qfzS6W zS?%$xxl!NmTAk75col4*uq{@-1WI`cm6@$8>8t}uvA3#){Y2?OY{%dQSMdn=itVk& z*VnkJh(z}0BC5Qe@&RX_VEwhzZM?61p~+=<_b_W$7FltM={~-T`=8uWH4iI9`a|^B z_>(B-u~lAr=totpc@q$gKsp&!0=VB~ubR~a`y0{IHd=qkjz5~&S|>JDfzw>FiVdBH z!}#=OY^?y>3A`b?FQI=1DfBG9)==fUUP#LK%c?6JJ6+$|`m}#lrr6H%BrVE+q_l4T92|DCIQ2grNl$(OLn8*Vvcy38AUV z_UhVkYoKHe3N{LY(GhbP>t*Gfs3Tlg@bcI$tOIlR85jL?xxmGO?!u6mFSdG#wSW6s zJ#Y69Q@_5XY;d^F0yYm^r`?X6kfpJVurlJ;kveB*Di<0n#&@ujQ`G5|_8XBrf&teiWnKHZ^l#O0& z6yOC+>ooTJUaF&{@GxziNRRxite7JxDWuk_7xpl3BY55Di?)pLW5O^Pd(To+lA53h z5L}1_B~B-0oPwrK7K#;&;w&T%&czLck6Z5+7gq|m&gV8d%(eG8dCf+?#MI-R8I0*3 zxFH6>o9^fAoFT-YOR6;OCIHj?K@kCHvVayHfA#~GZ#9@+%PNmPMlFwCbum5Nx7Fe@ zmMM?JGRgNBb~6>s9(tHhFrPO6xd}*88XGYlEPOa2yRC(-673P`FJyf4>*UY4bBjoG z$!>$pb{WV)(hM;bgQt^nwfLKsTjgV? zdybK}&3?LofFa8+erFxqCVeoD{W&slb4dZ5Y5W}6B={I$B`P|A=Jt#Q+2=kaw?4hL zs2N)7YL{;G8NIMFW5>19#KBX&KTP)HQQC#GDiFr8VkyV>XO=9?d|a#j9=u#tVgHkQ zPF}yRXG_ihviv>PvXVtw_QMr>|I9!9K^Ki{|@n3Oj6JxEBS_3bU^^|_~Wne zo7ZL!Rg%;XT>ya*o@xrUT?z*9W4&z+LIUAN{hqRjDPji4=S)1`(D;@4A>hGiD4#sp zfsI^TwP@WF-n^RXKzbRdb}{BN9wwjeXs^1+rE6%K+je0RmjSm{Nb$fjb__qvObMzB zd~lv8+m!crWURQ*l$cbpvCYV1P`ac%qLM-U_ukl)yTU6WiW@e^bwbWUv=G7AWpm4b zOY>e3zlKGW-WBrm;>S1tU_+Gxx5CAeNe#aMlf=$K-$FzFnILZbrm z?l$L{%EM<~oSu52p^KV4okscIzn?QeMo#&ZWPwfs!j7FbwY;FTO31v4ghX)a?#x1e z-%oH+8FndNzrlrXY>&SK#6em{;^vi%&o&Z%=j&$A*l}JNX z`fKFdNH;fT;O10IO4-eEwJhmYhIA64mf7SE5>Iet(PDb`(uImCz!lDHeybS{pvQBf z$cv>fPk9)Mwf<<`!p?~Y@HyH>zS>!W-MDdu=ww8dtVEnMyiqsC_%3|k$6um;jY{TkR3ohXrIIvHxVJ>L?{Emu}7Sd;6q^nATSLf_D5{v1St7JPsG3Pa1II zZreI{5-HWys(_wmI)Q~d1Ig3v_s-Kfo^eWiL?qxRr`&;WR{>3-J-QT=XFc{AjgoJn+dh0?wE`u1O9(#%Qld zeGf?5I6ml(I|m7|UB*FGr6CTMNr2gE#Hr`$@eKidm-;9| zU51q#(n^a*L*I@OQyjqNB`DRF3G(-32^4I0kKs6i)FjnMn@ zHT{R*H164ou&hkb6Qo4xob^Jji?EKz9si7wTG`+^VScaTV`Kh*g~e;$Xw3zVTyWuOb5HW<&hr-AOoz{qwK*PTO_1D z@(iutpWlH{z2aZqm#w0dBf7T(Cse)|B4#Xx>PZI1C!y?yHd}dqC!#V8I&LMF#rP&E z^`8f4EkibXYg)rwg{Z*kTX1BbynK}XdqXg*TT$?l%Glzb-;rUm+@Dp~H2M9c_p&LjIJ3!Xp_g@P(LOFPv+_M8xSJqf==*b4)+ zKgC+IGVX6UmHL}_KpNKXQ8?R8@~RJoB!^Y{`1-_gUe_nW2(UplU?gj2r+s*-H*H7s zFaIdR_+J@Nzh@2Hs$N`p!TVJIJ-|ZpZRxHFh<@rM|L^kpv&&*-^j(QA_mk5jkOF*J zo~W87_xk}H=GtpBQ;U}Qv47j5m*GLW_I0v1|6Y zR1K}r7_^9;N*2Q52YW~;MD0FH`YP=D*l8vW-H`LW!VKHt!OvF1>S5{gWtZ?6I`16g z8OQXqlBm>d-K)O4KWV=9JhBxolGJT-Zy zba-Um9I1F0Dp~b&f;DT_>Mrc9Ke>Df3T!Q8>R zc$16CdHy&BBBPvYLs(Cyt1QI~&X6Iex6{pf=(xdO&zNN9qctEy%r}tB#47A-jus`O zDQ2sb!N+s%v=Lgn05Z`RXLpD0Fo7ZGtv`wS4`7Ww5Mk+H)6Ai~j3V{<5`W+!CI|Vi z>yhFjs`Es0I7UzbHhLfd<)&@O>=?%gT8G2PoygExz#?UUQ*(S=Pyq?8&uQx4St3JG zq!?@z8hL-&mVHPvW(D~0ZSDt)*Yj$7))bs+MWUP_obD36R~@!b-?X>o&*(8XB|y%4 z193p^mBW!ox2e0wU{j-`G8!&OEw=C-%>OLND&=Pa5+PeMbDUMI+%DEACQAr%O7QjU zyKk z2PSAdcZH{Sf%rEd+NBi}`uoK`Gic7e1I}ZiJU0)?wBZw8QQ)Es9if}U%`IPQR|QZi z&UGJo@a384+n!7VKT^rhH_R|U3;JIl`Vx)%rquwQyb-tH>(cVLm7v@3#lN)vBZ>Hb z`mKWUWjys3z0-ko(uaRcmD|3Leh1B*oa_>TA%Q_tJ)JCIX1%PzGR(U7F>_}VqTmV* zo=W*Fq8#MbYI=3-EbL;#%RLIJ^=2xt0c+u*EO6zip3_@|(AQLQ2kiZoT-bgcj!ZKr z1JRB~iLM?uuPL^Znuq7eI1`k{PM97BF1b^6{wT!Bh89@>gT+w1| zpTX$}7x*087gmhFfO^Vni;Y}~v1i9kG(*Kz9{gq1E zS`J;i*lIh>$}7WMQk2Q|Gr2ib`TU)7U@{QF&4&}Hw&i;Gl=jW!G_*wp6)VCE#sB0C z6Y(P*3E|~pVg%j3Jj7Yu&^=jvf&u%&wH5;A(kFz|{GiB?GM%_Ji74H&B6@cT-eAvP z^dBdxfao^rnFxu8W9|oQJ%7HT<(L?>b_mrr@rQ?&uf`NeaZ~jy)$ItzYx@=%V1yvt zyf3-DehR}gG@|g83*FcST{l5C?>b*S|B|iZ=GuF_!O2RuR|bq_JL}VSp-a&2Yn*5t zp~;0oM$vCGJqK|+k}VyJPoaE_`e-dnv9EcC<{bn#%s>PMoNfUobb!ovkGf*Qm<|uE zcp&FR4-5F&51c{%T~z~Jzc@EY8dzaoHtEvx^tH(>`{L;jzxB%aM#2nw1DGeC_+ZX& zWWb5}zTYi8dnk?)Ka=w8ys=~J9DdH)M4QC@BLQ8xRAQ>P*ew?nN?v+vEwZ zm?wC7sN$?b=nJ4fw34aR(XkKFB)7tDz_5YalephHT{y>uW6+x=iT_-1)Bxkj6(S1% z3AiMkqbmrc$MLRU^oeR8A5lo&eU{BuabHIFot^!K1nry}O)h^`6nM|H9%Fx3vz`RE z12D;b(SPfVn|r&iTDfmWY!_TBJ^a(d`*)O*Ul4sBFU2|!w8GE-&;f&ZQuFA7MYrVi z_Wy8DJ;7gP0yVzGp#A1cG%loUGg9;AxE*Pg)Sme{7(Fmvrgxz)q_=-EJoXn?OwdO@ zHOtE?&HvIR6aWkf)zP!9O}zo=^8Ni0UVXa%!_{9#wbe#l!)S4L_d;=ZcS>6{xH}Yg zr?@*5cemp16qn-ePN2A?xPSY8&ikD6z2_PkBY%=TMv}d*{9oP2Fz(>0WRY8VvO-iQYd82Nj!&kQH6f2UlonA@@dle(>xw$J~%E9>^<%bw4t}2DNGEYHCxf z(lY?{U-q#TEGTeFxOu#+pt;GU>!#UQJNl4*%!&TxUh`)P1C&#|Y5i=C|F#TXW_fPx z36kvM_5}wUsmDAT>`T(=@gj;e!^-iBZL9#I{>X`C?nM7Ro=@}ip53PXX`1x?^xXPRqznEAR9QbM@$ECr&yHEU$*WkC63HN3H+qX>~QBOV~UUG_9;KH~X(X9sH=tQgtYCfYpC(0*p@`An2rnaI!oEDaj`C7oZnpM6Vk4Fz_bz_LjTH&s72 zKUgqw-E9R1WTPCmTD#H#Jpajz(4LQf>!*4=5Nqrmx_*3eQdRfae^@zVQw-i5(y8|o zZMsuzs;tRtr1ia8;9ck@J7V*MD=fMDaIkd_+u6FP@9Pk#t5Z7%yPUJAohU0OFK6bx});pg&n)Qr-U65*=c@wZ$Dp!VeH}Wli zz7Xyj`Tkii`gWf4nn|T@q?un#gK2I{UAC^z6%%?)7M%5ndg(x3zWN5dxB>z7L6B^i z^iXrNute|1u}APqx= zRg`$3{U)gP?Q(zd&pvNzI*X6Vv2I(z<6eh?k~?Vu^iQaf@gN!`GWGI+OR(JNX}n)t z9xjEIr>FngQ$q)IH(lSt&XRI4g(B%reiC>&6Z_?&kf*p&dxl3%RI}FS+)5SsqZ9F{ z+bw1}w`UpK786{!Y>=WZ$2FGwa)e^Ok-DCV&6P*Et-;3M>k4VVSZ^5z>5qtV^dC?= zp{3|E<#RKtUwyQe%yx#YW_x+xm6XBtNIBIR0SLpctW)r|isRb&@4<2TlPdJ3XYVk0 z@NE+@)6dg5v^`q~##XyrM~*UAaXC%~^SdDASA-~H8|*|U3|W=Bwm6bd_ffZq)Wa6t z{{rQ+Wkw#%<2YK3(EJ$@eM5CwZ>`}>eLxAEh(MZ$pAAN|3Vx1NG+%COgiEI?k6cc= zqgJARuTWurrqlMyA`2DO-fEu}=XShihB0(3ir@A-0emyvhM?I}qcA2v*d5n)~We=FYBxN2=rdx4d8+dRo%R0;Fv5 z*&I&KX*et1R&86WR{owi-#4w2Hx5yOBP!V;FB{3+rl$AVdYuBl!lS|yGqXQ}kZoNZ zZWVJvc8P)x(%Re!m90lq6>dY0Eup}qZoLx zp6sa7mm{_;vzGZ_cwLo;o$Fcyx;laE5r3H-mB&PAcF8}kKmetK%VJ>h9Nz zGCV%k_0@C@=L`t0(>9HsV(om>mcntY`vs{Vz(KM5!N|1aU79eDqG8xVFE4p%Y$`>Z4&j^k+7U&KP{cH&LJ;qt_XC0j1~6VSOE@x3n`=$eTvt~*@_Ps!JvYFCxyT$+b=1JB%hhPR zvxfe&!zI(dn>LUk<<9I|IkRjD?ja9U;PhQW0Fvge%urvX4yFHs@)-%nAFUumU0xdY z1HGX#k51tgRr5a>q3Cpo&sVwKtFOuIu%?Ri7umRmOXe0m_T*!7OKM`<9K`bQ(4;KC zMpdBZ6Oiq@7X}yddwhOWq|Bgc4AR_@t_{t7248-hsCykU%CTeX9eA1T8ubXXp<6Im z5cXIqQ*pcuk;y8zto~G(7i0PpborGBb9Zqzn4V2-ZQ+Rh6SU0=;qXc|~6h5Er8Z5!{VqusWv>I!jx z3kHdR9T~bWdcnzdR~eD`ZzXjRB2)uTMBpCT^9?3l!r3!+L~$N>N`E)15kS8>B^N6@ zd%O}yI!r$psG%r9MWe~wB#EawKHYWgz2ob89k!!zR(VVf%k zRN*9Rn_Mm!nY*3~s#s@CmM?uZgc$MRR9qq2J3zL4iAfJtVRx&|BUYdj#yR1Z^k30To_mz)f*YjUx>yOSn)I&rzHVZ*gf0WJZhs zS6)(TQu6^pKi9b=ozmGDNMzf6pIaCy6<+2O^E;%hQcsVjt%7F9<~Ke@oE0ep(#D6D z1MV++T4~9H+(Qj3YU>z^D1|H8i7%5n;rOb6`It6V+6EV~d!mZ*(r-+_Fq`!cJSnsF zZ9FJ`@HrwPqA@%XYOFGU19^-g{Jp1lTUwSOIr*Bk7TSL<^!%|`a*I;Y#FCgn?y#`L zYResBl`0+?0=(~#G{MgAe=Ee#p9k6CQYfTiZ4y2K%kpJ)tvDD@jB(mW2@Oq^nP zCYy0kz$pQxZ35$e?<1iQ*p#w6|InHvqQ{3redty(V@8w0K}`YH>~$2X-QW0h+Gi+bKRrwY?RqqfBnAS;1%-MC%9(e;$gz8DM~d zC>0eR$Q^m8XTDG37n4tA!1m&0IOa(rHjURxo$3fKvN9m~{XnVU2ONS{IBu8>V~EMc zFV-WS6-}WR>JmbS4-j%0FmRbw4wLPiKR|u>AoE#5Ez`ut#Q1>t!^EjU+*0#?RdYFc zg~}Ilv7j@NxRXoiM{*rqgs0H7g65nKo@Qj|4YGA7a{uDLI>c9QqP$CEhApV`6(D^S zA=0c*xufb3Yy`dNkW$BDqnz_ZOl(ag>`Y0<6|j!$u_%MS2@?Na2J@URw%f^yzet({ zLDVTW4W~{(sTHC^QERd18lSekCo`{4au6U+IKj#`tj-WV&3f`3==%C^B9>P#Eb|MX z6z1a!wwI5m*0fe(W#L}72RQ6c9JSL>F{vi9Dehp!$T=f**B>WM-yOF6x=c6UzoxZ> z-j1I5h3v51Y3U{2wH2`VxZm(Qj_%%b?8mce4aFM&TczolG%3ocOg#1cXz?$#TdZ`s z){s-`L-Zs*det*w$FGk1!M#T735@ojI|10|`GV!yHj9n@NwVf=VhF5A+!qc^y&0@e zrKQjj=BaS2x-*Elwu)?en0b*ZGlz(JNCJj+JY4rJim9+|rdo$Xc2I+RWw&}-m>RYc z&@=g;ESpc-pe)zA;&^ZQRgfFOd4G<59GeGl1Y$8Rq9GRtthFas0tWcZv1~6tegfq2 znf79aoeQiS3e-$nSvb9U>^ffUb@VZezNb&>ABocmR?wCz8lJ`VH=wUo^ zRT{E^mtm_n5}2aGq4;lQ$GiR=SoX^BGD>n3DL$ zW>X|h55qV=#yG|VM+z)RHZ}I;e@XfOoGC#@z8GQ@n+-9M3t&$E-L!IOthC(r@+}DD zEh)9k9VRP!j#Tuw^A#+r-(qHWZOe3z;4OulO?t4 zEz~}>*HROC;E`CsqGaP<#uL!wIQ2~dlrr3^$q74L4_#1iuG6SD-*h*5vI^orRk@3p zUSL_Yqtofexo~Xz#6*H66Io^GdSZ|>B%(8@^(Y^X4= zW2XfrWCd1#woG9$-u7Zzki?JO6~ud8^^iOcOuMMPpR|>SK2|ww{SoXWM`)tu?Sa6D z__fP6cj87^ETnt(Qn z=K{9&Si2uM?1G@XHTmT@8KHyeezzmjnK`5V7wZ37mJW`rx;$;k+uRS=24qv z6}O&kwP1PfH)o@X?+N6Nx(q`kD($0g_nr8rDi%`FGM$F$G#@~R1u8K^rPC_&Wz=vO zX<$8Uwxp_0Hxx5m{Plzc-#11h-`>f+0$Rx*C%Rtm7gH|xCRsG)-+oWmKhEpZ`mgAl z)w4t*4UNE~L-K}tay)cnE$3DA2)F;74}Cq=50#{O7ka-ODy&I5U3;*IIo#BJAz20-hBj3jlLh8Qnu@MoTtdJMNq5lmq z;5j!1pqiP&Bmu3!7;REojr@N-L8#<+Dvz2C(^dv&o4Hjsk3xYspB6GdKfa<0 zfu780QjB0?so?54avG&iNzvWe5c(?YU18|;|NuZO5DNu^I47-=wH z##Et4GR>2c@mkt>YJl#NgPWtwk>cCXorH(8x0tBfUT=DM2}+F)_J}jGS#`ND@A_IX zP?ZC;Dwja7JJK7C6nEBwUD z&ePXW`~~Fnc6~i(A1k)T-6?{MDOrhi;lF`mSN|C5ZPegkt^#-s_X=Jo8M9eCYuPPN zvp4Y2hCXi&Rroesg13E{`Y_%}-U-A$U!-@&-CJ>u?4Lo6e9rgm@_c$tSRg^UkF{Ur z>ErLaI4}D>9ZH4p1LE+?`i6rsdEA6aDiCoGl*7-8+5beF)S@14*}f}fzI@p>L4{(I z0W=Wl#%W&k*D)z|}TbabFm&~DVRJb#TBsU1~;J`Q< z+C;9p7);db>Zkej%o18}fF7$c5$Kf&lvc#!#zg;PX zi5%#G(U=2_wY7c%%3z1_pf{nP0qQ~#P3hJW{l32i|AO|>F37X0Z@O)qG7N281laV2 z{9M-)Q=CRaiSo)#U>a9*=arD1xx(_kj__O%^YCk7C-Iy>y`BG(-m*~KCEuAvBGae0 zC*wYKI(#xnI^ssG2=!mc#45=a zFv9(bonYGV4&2Kfz=;9juDE-CDEo;pEyDEQ&7S&jE!jpvNRog1cd_dY!NIh6&hT2_ zp&*{`<*K#)pcmtCE8@eM8TH23&%%I%SiISPm;FCyS~eL~Noqu?eK&LZQb@U`zD{g( zRQ|baM1=LUrdjZ1yfaLKA(s`A)NmGmSxYtNSW%mpO^5uj*#=v015Ysy=n44xtL(?W z(6{eo-VKxl#EWu|;k+Jw%`on?3+|J78@t3V)!!r)KT1Ci8aN{xf zffdtVYL$h+aAiY!mpbOdh2TXUr%gzqTghih)j`)4Uebll>5i(YO8%P$%~B@u5j@Uta9 z7Q>eDR^Fs+qBt1peoE*z7Mgn52M3g?Ce~H6d(?f_N#k+J8@mV4Ewo0k#oVdo{_C3P znFr6XZ(o@=_Dv_()FSDjpUVaq5J(P{Y2D>4i&nW(TkWmp5@Uw_qrZN2(UG&WW1!aV z8g^H%)Q%K1@C>>54RaYs@rmway?9z@*#&ah6}!`$tGZs63@bvXRqVAf=bLTLvJ+x4 za~i(f$M?@l(Gy128R>4|3~`F5{*5DFN*k_AIoHMw{=8i&Tc z92W!4%M%&@SX7LS?$Moc00k_qH?;4WucU-#*2bvpJ$+ssbuB9)gZ$)^Q>LH9x@l2< z?6i=l!brh9M0kT1=MDdE@hhiH1f^DQH{p{P;{aTZyu$~SqV0dS8 zt}Lc37+1fs@+B*K=wmQHZ1iX<)c-v^lCs5 z1w3eCBsNF1RbS6c-}$Z|SQ3wJ6z!QkcP^%0;dOdatv|G&S$AnZ6%#FR+Ww_j%QZrV z9eEGj_7;c-0_+^HLr8y-;e{g0Q3O?KSJS5w2f6&?AGXE+;*1|Z#Vf>&LaYS>*DlqY zx3|5Q5s-*~Z!03-mpz!^U|~V3DF5%`j=zFE>_h}H#boj@5SY2Acjn#>>2vIvKUDln z(HDqQ^h{bkj?S`0MRP}=-U`Ep{+@1>jtE6{)pw7Hl1^Rmkmztesd_`Lz!8fgXyQtZ z7G_>7q}cke7L@Mh&rEOyivP>cxeMq&fl0ihlN6!oyy}*X*8}AIIgI+tbF>H~>*|L9 z8@m06i#`>pf*zil>#$oSS12mPetCS!-JykEBwSFOeCx70Y4%UO#d1~jQu82OBby++ z^13_+kqeh!jQb9@OMtefAsI~GZm-FPfD4WTUG-CIe4ofG3JPExgH7D;LicPW8YN09 z1|wLjg6$O6c$u~WMPLCv1)9{~cF~rfyR=FUo>6>PJ8q$|GQDemSu@Jci(5_S8rn5X z_`tnqqFLXl`ei#Ax z`iYA)WMT0JImNHB^0^_r_X70etI%6I<3&U1I@6eS)!5+u#RCRHbkrs7g0`+9_x6<< z#|gejo2XN;v_Up~;sUN$xvIvlC@gf!w*|Wqc%d!~CRujeqih_Pa(W2^>kVLI;?)Pa z#E5!k#af8eQ6UT_XZw#LJC@~s$*>m(!hv^$UYx(Rm+9tfw(wd!v){Ox?_-i}lfGyJ z6)3(4LJ&UBuX2^RK+KH)bMFNeQ#^cYOg$sEfa_|8f8-03+ORXd@;lK#v%VeOU=H-O zvYHZK=^PG_V}4cA0v%FW|0lM$``g{V)cqBWVRT7ee2O5Oo)7bifUt`Yh&pAA65KHt zrFN`8XyGmQC}#OPPLABD-|Ru!@~=-3zrF%-$MEMd*by%Z{78Or?qzhB_CJkO*T)Jk zivP`4SXfS9ltY~szJWF`Ne!Ku4;x#)8=F{IVqMk=+k_FFW}@4}88T8s&vQ#gyV6kp z5+f?+CgT9LY}QbQPZjs=I>pOXXuo4*)4N!CRMp6dOI4i1Tovz)cSdLT{P~RIxK+4@ zl>GIHl=V0hTc0=*PpSkkB?HP-RnWfYKnJz=7m*qp^iaMM+*VQuN620#Yj7KDgu31J zc=uipx@VUQ`0Q<41i!9bU<2f!%&C@;PHbzPOUavo@5$P&hREOiR*wBGl-6iPd0$T} zXZ8UYYr1gtbv0j*m=Mu;$)HXzcf(8d z-t1J!^q0?q!7V;KPfMK$KSxowG6Test6M{hTe2sn1^h~jpfISi$ou_o6c>fZFj6gYMh{D4p z+f@C}ID1IGLMSqfC>T;2x4kq;1x>7!Dph+$Ah-NWqH3)!k%Tfr6$Y+_#YdG^3ftht)O( zy(AxB`l-E}w1@kR`$N0SW5)(K|BN3PmzJVw?g#8UryII4*B$auN=K6lM`6&^vJ4?J zUhEc)mHCkMXhutDL}(?>rueid4vb>VCgR&*zR!ZOw42(iUT%>?SQYi@og!se%eV|u zP|a=|6vXoaVkAa3bxgI&=&%Z+hW|5Nu-MEuVH z5*T>=&*6$9KE>eTQp6fbixEnUGpp9x(7dvYBr$fs`#El@J(sfJB$6j5NRSS(UAtZ~ zI~#o#o;BQ6w;AY|`gHI?ObImwrlpB5_k$C3C<*;sY8WzfNa771bcc#yTrFa9;n66Z z*?FEIoF=Ch^0$ZYf|bo)IpUBRqh56~K{!K5k}1@(>v0nPV=SQubt>x-1LM+EQ%hc) zz2wfUCZJ)cz*?FvRmnErTJI%WIUW2lg*gBWMAox z^m4@`)L6XwN|(Tl_C%XdajPHncPLP$ku$ep&~LeXMlKKfhnqQ`cHL@jK|;^|%HfHoZ11 z%|*5NpshuzM|}3o8&4=uYPuBA@W?r*NpiutzQ45t^Rn4Edlp(cOK|Fm5+M4qygj)&(<@n2MU0@Spzh>B2UR+?_Rs^+b+) zrjTf0jXS^oP$8tBPAhBb}UD1r~6_#n9Z_P?^Xt^0Y9I z5y_pj%y&`!QE2Y1L5qYoxOBWvk zEN&nkXSJ5PKD?aHi1-YxkamqgWhL0ZF#62hwA^E(b?7p}V!x$UFreX6yWKmtb8ue3 z?sJ;oH%_1siv}j|a`O(ta~h@N)mYJ7SV_+HuHv`qPs$O{7{OsLdXe73sFq5azTwcZ zSm(+hN8OS8r7PG@Jm_9Z=nPAhv7eAV+|e|=HgT5qV^G=0Ja50Y<%Ay2+vVyO2L0K^ zxI9~v^`GbW&iHZ#Chz}zJ(09LSarq=xt6woD0wIQ)f)~8wCKty2>NO>CoV*!U5vZp zgkPm3HlifUp?75o%FEoyp1$neZiCkj*wTMY$I@V$+g_ynH)so5{(G}RZTgaK1qhNe|83;DbUbnu|)m155qTSR|GCz{J zL+yN!g>3qIiF!(-e4P3GdiGFzF$U>BK*F~;AFX;0Vxp^l^DU?Mijr54J!gYYC*Ic^ z8nZQ}F?s$u{$%dLY2&xV!5~eeG^jqqo^+Kfnim2^&~!{seIIw0U&|@0SrzIQ$#O=7 z(`D(j5*AcO$jqcsI<(k=h&#n(1b+}EP2@pWbrjcLty%m3|FD_Ty=kMj?qsk{HM&}d?hwRS5dfw=JvJd@oFY# z?zS}%Y1$6zwXdHOKT;Ts(=dFqj7r4KzEb!CokJ^PRCKVU7yN}cRwH*T%zvz&J)~c< zz90FyaC%t=ap?7cUxrfK{Hdx6NA1c;V7S$p=&i~vq`0)r@NAC{{>{!^ee(pt;pH#M zYLmtM{s`ZT6Bh~Vv^X=qU~%Vn@qAaZ1DiiS=*4?-kLO)Bd)L=@v*nI~?a7*}1lM14 zYN-v%ucikS^hj$R6&g4*)X{+yxepV|(=zflLgx2&3;kGcCF!xWv)GejK2HNtwGXbd z&*t(K1jKBIKfJPazOmveuee zQcKzQb(UG1nFbTP+nZrER>sI&r9Z_=}7q3+MyzH4CVXf#fBj=kcX z?wK3aX=_|!HCa@FpEIWxmT~;~r$JSQHB6GxpDSA8%Iw4LCh1P$);W>`$cmz_Gt2Ok zaJS6Lozg>Tg{)dRgDzLndxV6F`+&x8Aq=Bf04BanyL$`Xdl5G?2%d+QWRz9f6H;j`) z=rFGM{dZci(MR@gh@(^@`F!kJwhu{E@2YXqo#Zp3rg`_k0H27>#hX%sR7PI2s#O?( z-WFW11`d4Tgt7^-wd{WgpJ(V{S6(U6#6|A=tV`e+na@X5cy3>w`Us`{wNt=BeSoiI ziAORVSinV6fLN~nEleNabFs4jvv1K34>XP)Zh6Huo^@uBtVaxX`jKDJLGr8vc^fZu zmW-r^++=Sz(K&=+U-GH%+d++|gY=^k!AxKqLY+k8(1YtMRZ$14H!h#oo0{YH8O#^u z6KS8e<1m4=_4l@c`!|;5tLNnxWiFOOy5n>(aZPx{2$oLoGQ7!)`QaJ3(__Qzw2(0H zko^Mbj=;^J`_EyjU$D!3qUcx0{9?$7d!Da!UuskF$m~jb;@O0a&)u(~GG0yVlg@3P zs(C!sDv(0+?Qx=!v>pUf#$r##`8b01o%K)HI=@9tm5&gwP@6S;U{KNbzKTHxMXTW? zCDw-4{CZ;@-7*B$?El0t8*w#6SbQn>e%E|Tv`VhQBHjWu{$|^!CBy#Qg0%RN-%$~} zT;}vGsLT;M;`pk%Ok}HNs_=*b`wNej)g%08ml0u-7$7_UlExeEW0>mPureL;6gA)W z|NBOMA;=wuspL*myE!+k%X%`naOln?v^eqX&~qZU(RQc4OQAt(ocCkK5WvtI)8?6J z|7%SD_sj;!lYHQ-0xcrmhmZWlA9Yo@3i^(;7Zyf`2SVpZO|j;(VmndH1ytL11Q37w zl|J`~3G~^84~&*C*Pt{$+3DADn?eVn2-#^&T-~Y5&L-V6{78KL#0riZtf?U4ka9e4 zAaqi7JXgu8s&+b`Ta%B-7)f9ULE1ug=BoJG$?PA6J__qjXq!r*f|3IcFvII3vQO&26_8z`8k9lz*npeQUT^E#U`eWytR%P z@__nBb^VMw)J|B+UjTfNhexC@>Cfy}SHvawXrNwww|+jnG*->aJv14HTvw5-EGcyi zKUSxdGM5Z|JT=6SzQoUyaRr>ZgYDd4m-#}@T3aVi7w?R$wX#&F@APBwkJtB`@)Afp zm+>@2ccn{qe0b6f0M0APsx+>HhoLyR_3oGv9pm=edye&y1? z($qaQUVe5g?%aP5OO`>g9Pz&oxKyY1hEvz%88rKg;83hqJWatLk}IGaRgB%AD3|vy zoU?V2k2BpgiFdtLFLi!76VWB?l?_pQq$cr-|^AAWPf2Y4xeV-Cqe~)Df?m4)A ze{|`7e3P($o;9_QZbSGXN2`(u{zE}-z&p|n+Jtos_;_N47Z<3h|;XYrEs7O{UW;TiH92L%{wI&NEfwk*+7 zzju6>ZF|2YPuhyw33M`DdfhZ;LQmmdqJt6buAhK0h4+ZF)S|*2CxIjdKE|sPWOq1X zBn3UX0vLw_`pOx@!bPjll6YJABiT236i)3KIAH%122t&3V0!^IgL%k|3nTWI>YIL1 z{@>MPPPl3gi8x*PD~qVWovHzDuIwL?>4(rPNWov@ z4+S_b9L=iw9Y?{J{_Y{27;%u$aBm`}#rN0O6^AV>^s8&sRY~M-$Uim!ZgT(s^s$kg z{}--K&v>OwcQ^SY{L@;c$!;)CBK($xRzMSr3-&mJ>o9YReO-Y;dR8^b{njl_;v;iq zslCT&(jaR6N1=g?=XKtlnWX#nA2O)p+$)Qk`8+lC9Spcn_i;aLEi=xA*||>N)RX}s zUx%gQ~#O@ZrHI?c=EWGJI z1A~w@v(=?u+Iz9STGZpQbMgLF8Zt^b&vV8LXuur|snEV`t884TK>Oj&P5@Uu)=G3NS*oRiPvCPN`lL1#dH3e(*e zd%SwPKLUd$7m{)5+pXA0n;gqDUA zIQpoOv0RLN=Ekg{Mb1&+Xo3VkCfZ4sr6DzE{NPF?DuZQE)E(5_Ym`9*C?-yncIh~aGR>_Zbmd7 z#{%vq*x%^uB zG~O$Aa>U$9q6c&oTJHWu>X(%nMwvII9*c*Ilq&`}K zaDBq(soQ>k{5ch-5j|90|L7v)7Hk)c&LL&$MqH(e_*11cHr@2`lhe%XCQ3eJC#$QaS#2!=1|EPk`UtL>uN+s zqf!akv^GD>72b((Tt^<@n%#(DmtMfc;~t-fMwg}XmAXOfEFzENo&QJ) z-JD>C2y(M`BHu!_vrs78^0|g@nQ(+R4u96U0<1Bu%-pg4YJi)Z3Jou7A^zY#2EcvG zmf|4g2489;CzVfDy)v4^&tE-waW5#(PH|EwZ2ĵsf!9oxF@P4w!s zO=J|s%iQ3o+J^NB?Fs>fy8=w;fU@6L9jj)YU4rU6QJxum#V$PkzmucD&%zhp zf9TwrB9f!VO}_t=H4RmNU-KQS*RpEsqUE945R!ESF^E1oG%_yeNMcp$tiW{fEAL@c z0G}@rN{4e4e|)zHeEyTJq5ZODfKX)sFwLQhPg31TF$(XEyUifQJ=B=qs? ziu^jxp`t^$!;X1GdMB@QQ|{L$XkcQN$rMxx`*ma0x4Zw(g2-0J#&eK&`yhTmKF1Akj4f#EzC=QWIvimXR%vKw|7&EUl&-bH^-+x6abeMl zk0zW^)%Qlc&%SLcw;>SxNYBwZAxDD<$BqRj*_wz#_XJ@}v&a z3|ToLavX4QO@CuND$kDO0Ook{Xu~gf)lPoGCM*-Mf>#13TDB8W9sRHAI2WeN4`;qe zE*H+9ndXR>-4$+s6JJQfSy29B0+s{3!Ygq7+kvmu!#&&4Po3GO3yY%&!zp9u34UJ0GbSzhlbmeW0E34TRFD>#jiC5ovy=sGNvH+62X>{mxk#j|O=jy^-6qqb=v zZq2)@cNdutQUb3U?m~iTE{)x?v4kmx)(z`v$n2; zBe1}QhRP3Tq7HHU+Gk|Li2J?9(kOWQ(%Q^T#wXXt#okW|NSVb)}Kj>n}JyE>e5;WkGXh+4`x-8Y6njmAb3=79IQ>f-pNw?Eg^< z=3~aqvP<*%NQmYt7!xonUbM|;xoFe)Vgbj8i$WO5Phm|&RfG^Do5S`u^C#jPwNStE zbg}w9hw^^O7fFID4t-}8@GHvz(6brOEKAwErAGrl9s8Nh&7)wrUe-v?f1P68*i9Ri zaw)aVvrq4`Hr3L6InONH2uXH1gL4Mywhx%E{cg%;^gGFNLal_;65FY!IeHzBpJ?7V znW=8cH;Ht;@3kf#R*oj$t(wCkT%=Z%nh8HxlJ5eeLWN(+P`I?QEU@L zQcy;O9WVX98~-5qJPr@Km7+@61Eqx!`GkJxo+B{z65csrA=hk0LQmu7rKS=3CrH2p zmy~fQ+xKcJsHw(v`d+rYUwYx_lYo3dzUXCa^RW4}a8|#(l&-$qeH2ckK#CMDM@*uc zsK5}3soDqi0amo1o$j<XP$2tGi#E?|XX9K7KJ~(>*sKs280a)o6<{7S zSGx6OE`=JZ)oL>#yuo`4i z+MRYi15)d~@#wRM+frL^9$#_-9bp8UvZ^2a#3|{q>88Z0o-ljvE4Bx-$-BO5p~>}2 z13JFntnT${Av<8PrjpHvvWj6sD1*0H*JHW0%6qG!Cj_#ai3Nls#F$aQEErGeG& zp3?t@a=dt(GP|7B3okf#od_Ildun&7xSCDxDjh`cfp;3^6W>a*6&S+n0{O z(uku$C!mE{CByKon9zA=R3iRVmkg75EbZ3@bm)K=zt)mAPM&U?J58(&C#Z-tWN(?2 zgYw#RBmu|b?+X4{MD46~cE&%{4@KQ!l^^vdktuGtHPoc1eer^C>qEbnGHwnMp@e!h zwj+uB0$P*gV(|}hNwix>4-C!cJG^NWuijv1bY1_>$V#?_pOQu>Lzej**hf{({ZF@6 z3X10QFlX+}z&g<-@!5X$F;Z$Kx!n(OX{)9a6vT)+Q`i#D5n&uS;qxrq;^BjO?C&KI z57YB58lFCYFl{av_-iXq>`xitm78CgRS-D04|)9XO(ol4dxvy=cUCrLx%8i~a%BCe zyVZQ~s8*&(+>rJ75cbtupgSo|8|$;`mf+h^-S(kPW00qSq5$Nqyntkcx+WuLj3N5A z4*6+e){K_3>#QZM-fFsZbQ(9Ghe+=pV^jWHjv~`eTqOTM_i!h{!Q=EU?zmmvwj~S4 zS?Ilt4D!Xq>dh1UKn?Ie7Ug5iui%XetamMGp^uwFB|)qpxV|*;7wLOTl)=VdulhCe zYHxI^BH#eQDYP8X;5egsRLZw)U>CN}Iqf%`oyP0KF|hLBx>_LKBUJ08-Dsw10JagK zeXr}wz`eQ0Yg+pl0N--s{f}5~FY)Hs8m~jt0&~X)*Y}~U%x*7p&&C(uP`GSDdi6ts zouqm&0*Gk5#&=3lijk+XI3D^lbGOk*8U^VsKxni{UFo`%37+o0HEDpfbKL{M^LAgb zfxQ3KuQ`^Td4@X|1Nu$xjDiu;Ob6fQs-4->{(LH|@pP&^9$`)4bE^I>puXPi4)x6p zYmF;v;y+3zK2E64m;cwORNH*zFGh;bmiGvz6iuF#>Fp5UzWCSAm&47j59e^;yUdQD zUN?2$um%bxtR_p2zQZgEbvRuqvkyv5@lm;Uzlgl{Vtg`;Pr0Y{V0HbQU7Qt<`zx1K zl-0|HfK`pbMlWMRg{L~+^mVSuFXsR1H1&)+EIAcoaLryAjqY*N`e8P-E~$-$i!+xf z@ewUzY$ZNcl+!$H=q1H9zp$W!cx^IWJZO24IncPnG4CGNmkZ#@KM}j6I%526HnP(w z8%1tCWO^8?mrcJFLkOxf@Q}<)NMYc{eCq0dl|jBfYPC^WbkSloN=BjnWiT&GJgA z34(cSA^1{rRS*f_;Ia zvZLOqCOf3R%{bNm(tY`NMtMd3+52mx49Oe%r(b~GJMTJcSirQ$&8I-N!vBF_>Hbw&~CC8>UbWk7T{O-^wHn68a$H?&{ z5{tfhh?XII%96(S-T9>{-7M#P&K~v#0a$P4-z6Fh-4C&FmSY`S&l>iUa}T<{iGGls zznrV)ncTMQYm{w6pa%mZHSt(S4AmMapn0o!^8J&EkH5H?2DScX3>S^^*Nz ztsB|5NP5maxr7M7>q8SIEK>}BUG}TrQPa_q`n6fa6q2xO+&Kkv5ol=#U*^`I&`z5# zHPd;%3Y_b;QIGoF8=kPb{A=y^zI^%^Sap5IdG@U>KEg8>=YLpi|67z=q!PKQ>zW8& z_Ecr`^!O)Vo}qCKgW`uzn-?K7>avjLvJ;DjCv0Iu=WPflj$$te9nT6hkvr4uFMWWSCwg@f z`Zx4~u|KjWG3l*c=S-)sW}8Krh!dVi_X$EM`K$WrHY^TrOh@Y4WB&Iu6=LkFkJbeo zy1%?=p5xvxAGpccvksuK);+7MJ`*8MsGEH2*6bt?aVkcQHO5uX@XR4#QV*{~4;dZb zb?)cmKZ<~26hU~CtA3T{-v=T*^c&F|lzl$`>bFmv?o9j&O#H`sCDm=0Wx=c*iA~r!6z&}y8U+g}-!NZmG9Xyl8c3&y zQ?q0evA(s2?n#bHPTX$OIH7s*UkAUDIDt!lYe(zPgQVBkCxcUpr`rPs0*@XoOZ2li zYnmndD@dsqiHlvWOaIo!mQd$>)F+d?xoWWIISpWw{RV*({@6ZlrZ-2UMAO4npR0xk znXd2FI!ci<>19A)&Wt@SHgRnIG3uA15mP%riNX~hpkku}oqa2r3ERi_H7(`6H~j&b%c=ae}F`Bs{5I0=EuLUaO!% ztnGce`HYQ|a4DTi((Mm9h=lvpX7P; zlL59Tq(ts>vsUq*?Kl1^JqSBFm$>;GckBnRg^`mCxMQ~>n;W+~=j^qk16%(!PB5s! zqW_~i*o!L)T_%{>7pZKQ&O6kP3O?+{;M&0gDK%+S{^SXnR`=G#9WHQ z1zQXk^$y%ipaDpqG31lzv2L|+jKJk`gk$202rvrr_wM!XAAY6*fTpWD^BTDYf#qpf zRN*^I_Ey$+DuMNg&AYjrgPyB=M=CK-gmlO78>2fR;z(Hug(RD+Z_vHIf3}pB~Dmi*9Crw{`^xGyTy& z$VrYc3Dk$w>%oM23`ZycwOb_8g)`AC{3@NCLs(bdjsn|J@Z={`q90{t0xKF!Q^6v5 zdx9)&<#nx-T%y|6o2otOt)MFtIr_?_zOiS+cr54lnm5VA_ff9$rF*GV!RV zDXw0cRD3Fixuv08-0{YgG+jVnvR>38)4 zISw+M=N%tgPM}^$tLa_>gLv!%+qpcQFT7dx&_?hYvHQ}AvR_{rSImUx=<2zY`oC|K zu2qN}DS0`n4&ZMbK3hcd((L49#EL4NE80MS8f1qC!$6wsG2Dj5e?&K)sJQj=1Q0&w zTgpu9{WIL%!f9AFLCa<{GE}ESLPFov!d)TW>uxMuzM<&EdyHIu`EAw_=SA6GfVD0PUi1yNFh6Tskt0=(NGeSIVg}oK<$93xx8i0q;XizHmg3t^vAh5wMQ}6~14uwHg&q{%hXgy9 zROQ)er$lJb%c7*cPHh#rzxec5?q9@Lv|P5(s@s)YA-In;7_kFq^4H&?X&21si%J{4KI284=(J!`bG2eYQ%`0%P z7lw9WAIfu@$p7~c&WAFpmdwr*(7U5Ro{Dkue4ikAayIqVa?gLFa3 zzs9@HJoSKD?w9Y;whe;hd0}CIfxMggEvKi9;@i6Tbp8GxEKYrdE(Qfc)oKE!4~ zOrfM7@~Uxc^XcRml%7275c6DcZZd%U2yV!T`?%svz@1+!^LA<)oSVBbG}Um6RM

c?nz*I&0xyv6gUoW#U%Fjq{+$G_0bM#x)=4?d0Gn{3>&wX(1g<&@p_ z1!P9i?Zl2LS=oUy?S9JDSMT%vNKb;8FeG5FkP#iVPZXCB!-_%uu&_&$oam^2oG=|h z^F~On!yk){k$ie$%j%ROG##_*B%U5g`17e0mux9mxD*$`3LYsQqxfDVQn&?%hxZ52 zdK_K|(m&OXRL4F{fvA8~Ti8LSS#U2+bg^+{@920EbGTw}+r9`gr$SM=`0|lNk4~M$ zE&pDzZ(xY76Y_s~4@`Okgl5d_|6|>1Ur)Dt{*N9^9>MF=?0Zh4*rO{n4-ex%P~scT z)!$cr|9?dfODr!gDw$sfVzm|tcF_}GT1Lw0p1k89X~DXgj<3kKS3);E0ruZ-t`r0v zA*MtulZ1p>CXUS^r2~!r{gL=1ZvkxedSoD(7k7hSEaRigjB3Y!dXcNM71OLyyEFtr zEwilDEYso8D_e!gBvq|jFqNw!dv2yO7hRB5-qQL7N^(K9lv+aBa)d#N(gOxM-_!GJ zUq_*<5z4TKPCk|}2X$wM66h5_EXSMttO>fAnDVm$66%L7hHTS0 zM4*sXr09PHY~;DDUa3lHD%C0L=w0yHRl1MV*BnhmuhDB-PoG3T;~#r`W8EtaEzTQPn>|<`{x*8H z#{*wU$5HMXSfndc^W)DMa~B$gv3S1o&DN2cQ5r)-kDYapRMGH{`rF<@^n@pTTh@XF zL?4v}L<(ZvVK}b{h5c5XbIFhy<*`A8`wrgf3G#OQtThvX8ZLXTf^5(6Y8=y`R6x!( z+PY=GO~EenK+$RA{gWWEBKeDXD&gPAL;x<4(oNfzGAdNAbU*yY$TBWY$f)@tA>`X~ z23O~$H~zzQUI;pRWdQC!JKaQhkp3y~0_5bpnrI!~oN>;3-1a90s3ZH`ApV0;8H=HV z;Y3|6l#X@h3ZLLHeE{|8OT+L#f%B|QUMzD*78cE>VhdN_3Dd8q!(aK!&Ztqp5&iRk zjrnVdgQ?R6F=iQ>FBnOQdnCS)m;6+wn!|vC-BqxmMOx1QX~3?tj@#o$tVCd5&+}5q z4E|u2ohEFuH~VAp$x0ZNS06D8ir<}W-eM3%-#W3due-%-lf(n|A^v1@ZufSJjP9dj z#?rUwK5)Y?C~redNH);N&VLOOuRHI}W;T>+Ylp?4=EsN|Fp`eJtW~<3Lx%;?WDU&- zXKG|6xG^Vhe24IBapIeZVx8V!X_Bg4oT^2II_jbH^#^fWId|&HD^|J48`_KtR0B~{ zDPV@a^0G>t8S&KPeEE-kAvyHh!5so?@t{v(Sf^)7PV zNDT28QUwOB-{rrKn12XAWqymPYZ=J0YOeb$*q`K@m@gutS^io{6}89>_2`mo*5dp( zrRr&891LU{zl&J_Rq=g2y0=FvoZjiFf8)N9?OjjVrjRG-xugtVVUx?aWBgQVwzZX> zcXin;v9rl{dns6{$lYVRD1L^J8sFzh{q{etr>AcGrS1Kj_x&?h?@DKh(#{zdu8(2V zD?ficR}eYr(&=)#mb4 zIg2R==V4Xf6H3Q+h2SzM&z{t!x!vLVE{XO^Y-?D=*Pe66TyhgKGsr+S(WSUOcI62a zCf{!?8sBOX&!!qb)d=V+XW>63%DFCsj%`bI?Bz}>Woeaz(qnv-VjNi3iD>6hY8bpZ zxf}B2R&u!@ITfPKIq2dm7hvE0;~4%hgtTp;cDJ1yIm>rLR1&IXs4l&~e*yDq??;i% zlCF}_ib>f)ZFJPYmnye?b^@tQljmvcuvwM^;Gx5S^iR2q3}Vcss{JB|uqpz}C5G?g z?}GR`ueV=?tV+M?X|FDvUw6j^Lk5|oL}^GJ+*;yQsx^JBKP~$CR&4|r1`8tH9iwX4 zeC4W!A*4$#%wAcyHyrowbc z=svF#lxiV?vi)0LbU{nhoqSh0wnpgQ&~i-*pHHqpT*Az&-|=z3{QxAX3)nh{3g~@%_;vnE%=orbw$!zB z4`Hl)J%bze!?knNyMF1Z9HpEb8q|(BJ9Oa?i=BbjM0oEE z$XOKNCr~ESoMVv^4nat`w<4Dtz9~4}Uc9f4_z>mdxfCOw)tUv7ns$4 zs4LTSR)u_l-9Wlt7-gi;h*T}#HaAf83x3Zzj{=*_%4vs(uRB8f{~EIVzhorV;b-0c zuLFs*om2E)A1fshy>zgXoOIjk`Wc#u@3bMIXJwX$eXbgj_rr_BBMGL7e}`Ie_}bKj z)D9kFz!RIvTFRJ5cI+`H{}i)VjaJP5V6O;p?t*)bQExjPaW=htm@-TTkyd$dFFzW4 z8518-xy^x-hfRe;11kAAmI;e>leOvedE+y1_ zwL6~GXdgX7I|yUYg4)4lLzsRu$XVd%ZB3D1aoMoQfJamqxVx z0oK7`p1)7Ce1{Rb^vJV%$}hY%1SWr4E2+JfM`dG29jAy6=Qx!2SD6!gaGm&|YQb5d zVc(ppc`@b`tFplgn_QmMM`tVJ$j6#0^LvHewUo5B1M{(ez~>f(ZKI5CDhc69MTykm zR2TP;Db&U0$&eT|^PpeV4#0Ull0EnCPdy9^KI$6Ke69FTW2O5&pK-Rv#>mK229P)M zQQ?0d$238N5ZAUGv;vilQ#WhInS$Qgj!~Aia`GWNdFnPwkm*MUw-KGtbY7tLND<^t zjx^}$%udI@lSS$|)VGr347PVxNwTXV8&jVSjSZxq%yMrb=8MKF8v``DC<C(5;x#)0Rem5*-c}GT-%s8ZRY=Rdhl1Q`7pIu@^{)$a z-`2u3`HES@Ve>{~1;c=|^_VR-@B%M8>5KX23NkJ+q2;dz8XnoA5F$6O8KH8?o8M=K z<91ZbRCo{}+j-B?(Ndlh_pg{(${t2yYe8X$sK!xwC*evNnV{mh4rapHnYrlI#c!~m z%=)SpXY?7ee*d9dl+cZ<==%0>OoocoAZRTA01$8mN`)jHT%iYsq~E`Doh7^iwwZ+o z?t$a#%!p&T@^EO6XG@kq!Pk)x*xWV?dqIe!NLnyNZ`^$oDnsWXEiA5x@>iOd7CP@Y z5o9~~7W&yQXt@!k)`|5=SACWd5r@WTwXR#*Qy$8{d^U&0{B|c}rdr5OX%m)q$g z3gV-ok9F`i$MkVOi@xkEnVKKygeh?G5W}fNPOc@)tM2D7fe4J$@!_p5E3|^mS>yUz z-$Y?G?d&jLq3Acv8e{J<49Z`g_KP72)GF&%p4(BZJ72VY7%c#q(C+*v`&SJ~WK!iW{+2AUVb0avmxK;Sdh-Z|{`6G`8QnzCk z7IicH&l$f*&?ce}L#s^55+CHN4y+PcQS6xJ&`mfQTa)nXeWQ7~smXRF*hnv+90 z+wGQy7cipje`ONQ=Ug#u^OtL{v5{x$_2qp4yNu3fKs~!J$R)I|%L)sRozm9U|2`TC zH^w_B9pJ>qa@k3WxOd7;Kh2GH_@v569bRz2d{b8h;I(uYBP*pugpMQfbVSc_qkmIBTM3=*6!mnLJVyp?1xOE|E?(rc_MQd892LV6{&b`5P!Sb4&A)I0t zTjo{zJE)<98MQD1uagviDKkBn5i$``_S0o+BvJ@v>yHGQX_$N{t+FSm;U*(RxWVyE zv=$u|aRD3z44fXU`SNH%RcxjlKYo+5)}a1U*){V%YZn?byBjlex>~sbS`jib4sk^e zPz8q4$KZFV8ss5gHAAV;P~qC{XXf@%B#t#i?9HbrbYv2gg4R}FuLMMV%~SHWL1=J-Lu z?C$VwryQ+rtKvABE*6afE4ERLV6F}U6;6;@F%e+`sV*iR!bz-G>%LQvIPQ`>u{h5r zxGEJ5BShkZdylXT;MkSZ1UjY<{kAJi4$5YVla_S-B(o^$kN1uMIGbX197j=YAohGK zFve$m8}2h8xeBOP{y&UR*6K;te*1tE0>yUvwqz!|y@P~a1n7_U7=7NNM;uzon2?=V z%WRhdAWs0%T8r5e0m>K+;I!`6uW=3j+;aQfb%qV+G5?qov%GOuXazI9)Z*q=`v$mU zNisBb9Z)=Ht&)15G~liP6b$lQpKOdHEz@Q-ZKE{rQ-CjryReWsH2{}U32ZT5G_LAj zVEQzikk?Z%<9qE!=e4-gwSH zH9_b3?=z1zAb?{e1UMQ@(^1u_Cpv)Tp%?RU(*Af?S82WPN@OhuJ?u}NY#HKbH@nyy zQ@~vI`^D52sE>f=7E&;zo*@A)4CCOXgV|cY0P<4#mGo^=5uyiF&vS&l5ju5$bs zoB8>-MWT@E2ysbJEwr9|!DqHCLST(F<0t8FIip5yRMd&i81{2d-yx>t(#i;sOSDot zbV~`d%9b@siuiC9sGlLJ9KK)>xWa6FGOA zjYjTkV;Y!Oe3W47@-L|?XrB`vNh&xJNmvvenCSk$RU;9eakDw=wsXV4(kh@XfJ5)kphqpW!!1f zapYZuS~1H#)Z$9VQ+l%I5Z0=-8d+wS z_JZFX3afV)ERqlby|p1MUri1v{#p2hMHl|4bRW3~2@Jp_J_+AYz*#AKzTiOl^>WY5 zXYV;E3^k>|`{vJr^!QiYj(PpP1bK72W&@N%Nr1liL{KD(=~21-^^=QRQO>^)e08h( zMd?|L8wSv46B&1;#;GHN2}WZ7z0f6K`}h5{sy%F~HERYOVP>Z_)-p>e1fk+Xj!Mxp z-^P1l4^Or%-a$8-A%re%bEc8neW_l-tOJU!u{AZ0r*^#JjIjgW00MZi6A$x)Js5Ydy2SuD<2YtRj>~d5KhknmT3kuT) z%t{gvcTYgH-tnHUkVxwI7B=6mnmKrH3Sj)faf3?4miC0%< zkZX81R5a2NZQ(FVVlg~ITz?8^9#0zN%2|CC+M~XLLsId)2t3yvrDBmphEPzXPf1X9 zpniM}wGL!#PT9nYTxmNh?YwL> z^FKial=xU+e;LT7emVWtn)TMd;~0_+mObMLXVS3K*u^uts|H%5-||CWbSru0p-5PhK=_-%vgS#rCLdu*82ZUVvqX$>*)*J5|*oKiPxDnnA@#y2P7oc`>fxoqODUv_lH z>WHsgkkPqTE^W|+@A2)|e7!MN6*4_nXOLURRI7p`XWMA}nR-RPwc})*-s$aU)qjT&rAMil-%T^YQyME3}64sJxUuaX$GWfKv_NZRYgq0q# z8-gU}9Z=G=n=j=9b=vuzKI<9>4r=;8neCuJU(=Rco8X|tHg$zT^wXGI$SirLn@y>#3{E1CCYUvaslUL~KzYJX-^ zMc|VL3fJ~+?@pM^Jmdre;a){l=B8NyU?HBo!PE)Md3L2aGKXz$+21wVyD2IOLuA~4R$CsK07_G5a-&}akE^5h4zZNUDB|6pKSv)W! zIFNeonA;!yJN|yi=u_iFiBF&k;{fN7rTx@yuzk~VR@RQNuH-wZkZ|2qJblNEi;ijJ zoAwER8zl73}f%=(im9;t#?W?1S~nYcr$cpW%h4#|D=&l>NB{T z;GE(E4j*WH7-Jlp?8_4P4#%n&s-~Ic&Vd$^17ds1d?nAH@tD*1g*sDA%q=F*A8&Pa znmX*Zk9^F2*Gkahc9Op<^aFg^!ISsjwjI=jd*A!Yb!C*YztuCcWSd@`Fp%q;9SdYT zr0iJ{6-zNwMHUtKIm+3-KoU3YX_Iq3_Gr3GS+7)2Q>~Cyg^qOw1VYI)bQicQCC~bv z1Uu=gUE`@7c(j#4qoUmt@T83a=&LtK8EiLs9h#~Ont8}v#MeQ4HM5d9@NKFF+j_rd z6r|>0sq<>q$C!K9&9C>`f-f@$!FXJjAVc5yD~t>X5=O!1-q9cju^Pfm0DY=IK}_7e zn6&cy*Ei3tTKAv(gp0qa%EgfunHf@wx;6KsT^-BtS$Fj|BSIYRkQ6~_mAISLqyA{> zZu56XUIVW+MvIl%XmTYYNC}{?Djy-?DG)U304Dj9+ju;q_%=h#_+;Ub8y`!&+Wx@= zapWU!$cu2yhA~`t+EWl6Aqn~?(4OuaNQN>If9%mHV*05);>yj6d(VRw z-bUGIz=#)f+e;F27h-%XDr#s`uiw1_L0$p#2Z40teKoX0yKs>BhLBBuj%= zY7~}R+oS9_L(9UPB0bl`K51r{G@kq+U(v~$|Gi%R@V$-N-o+?8fnA*1$L8}+AyiOP zOMe=K2GB(_3~zgUz<~AlZ=Y=}G6Q8$>)(}aiLgDr-R=64dgFQD!=2BEAh!Rdt-Vn^qEVF$p@lU zkDAbUFi!`p8FTXMRsQN7^^b?-gF`HX@{nSU?Q7@GP8T~{%dR&^alFfaSJb=y=5Vnf z99B)!0L|y_8~kdj9DL~>@Fg;KGWoZ7Ei%pCs`Yac_UGK3ABU^L2Fp^edDB$=*D zCBg8c6JspXvGUOgFJ%^n+hF3A2?!(K-hmKgPUc=e`^N(r6$W@1qo{&Tg^kh~Tp`-& z4r@%D7|SvlUF1Lm#YWjjhbE@s@RF646EIqrGA={nY=G*(*Z!FRV7CHNf*?GDj$>Dg z4HSC}K{U#ESSlKPwu~kUA&(Cf){%<2$>(}{a}g}MeZ2g9Mm^s&vkF)TW3f5 z;84*Q`}qPsc7*&ymE^>4%v1P(Jw9X;hVvm|=*=k9LqEfz7mlpZQNc5oK{QS5hm4znka z_DC0cV)v+0Ag@`I0N!;nRyLG&`6T+|_|JirXNQ;&6B$tlcLRp4WzAiM?ARIw*w>{( z*tdio7rFhDn3?tAMb8d;`rk^p5^Can9d$gE<_!0E+`V2NUNUvcvRj=~hdi;uyrnAp zPf&=4)d>&4Gq&g?r)>R-8I~rUplP!oy4G7ffa@|}6dq|!d4BcJs#-OQQ8U8Im|g#J za4%;GyReYxA(cIJiaJ9%ERN()3W2jhkuQ`mmxAC=AI%?ro1S}6%dNV@_&TEJ+R{6> z)o)2Ir#*px?H`+C-(6-bMZMp~{t)biQdiuI;{k^3M;IfZC`OPN;v}31>EP8mO~0Aq zLWmnCsT6Ibvqk3U8`5u#2qUfxO2PW*%^;GucLL&BhAMT*<66yJ)ZGe>b@h$qJeuPiXv-Ai3GdGiL>*}C&E5`#(3M=mC64QQnI*SQscn> zI|x|jCD{xb+*Kk$OZ&F)Z<#y$QQej0Y9VuRb#!JDX~Z;o82@SM)EJ1Mnl=4)@FOi858*Sc!7oUHk7aE` z04bYoZEFPkQ^Uc*i5Bw2$hd7D4-!cVd{%e*qYgiZ<_pJ_9#I3J*d{-z zs*|2w2Rr}m$)oBBwK+T!6500b3mc#vN%Uc_p)o1KOJ~z+rNBvogOcyDZalB+jXa6* zofu-BDMr-lJG)njx;xq2%%#$O(eR)LCD3l&q9EmmPEQuq zM#g_A_^m~CJ0Xz3lF9%36NCOf`C1j)Yj8RE4Gi12ZL}@#L5=An|FZ!a70TXR)E=~^ zEnM>(~R_*g|1{&eqsOgYbIp#DIhJUhU1_jLPup%zb=-D zA)u45X)_pwj%VJptW&|4vx!l`ux5NWv6wI1frx-plHC#fa~;WvMJ9I9`lMEVGl^=x zGvVDNZv$)&!z%fTda64NRBlbKF9g~(EyDA^p}PlIakQzjwEJu6vtgt2Mfd80K? z{i~E6K$!K*da# zGj780n01z+7(GYDKHYDVI(ED&Y;{w6T#J#kVTfZ|ZD;dNcoK`kM5O3snQ1hS4&)3c zH?aAo!QL~RL98{jV~}4}eLQ1K%Wl}C_0iwL#X2AA1=NnSUmfJCVzcYt^_>jfVvO~K zlr#JNloRyRJqzYNf>L%(SJ&>eiY882pZ;`Y$X?h8OJnPgQ7 zh!X3({n-Cn=zUWS$OQP`Smqy$#`EQEwLwCcBoRwzR9F8a1plAc@Q2;|t98)K7{x1p zNEY^xM~)ovcwJ}15*Xwkd?*X0hVm-O*R z6v3FOtwmp_Ye#3MoVhZ&Ng~AHM}IQeCHfJA{? zXXIT-z7oHt{`VyIh~x&%38;Tvg4O%hqV5*Pa-d73SY|HrY*0gA{!B=dayg@%b}m#N z(}_bBJSqc^P=YT5_y0_0JBPP?_rbdh%%+Bs| z^MK0Pya|3HSaViNafhH0lg3>Yc*h(j^$5CK@{KC*HY|Nh^H1I> z8aTOYszdmh5%8*C@IRri4;}a14@J+=qEqi60o~xH=LftEtvBcp>$l4)JDg^Qs!> znp&gJY>{wUFr-uD7&-ew_Z}W%QnR}lSiUtla7c0V!yJ5=L`$J3EN)zssgKZ)?P3@^ ziQ}8h+(iDj(S>=NyunAQdorATRew=88}T<>sImgY`?f|!{*s8RgMZ%~`SG$~ghOWk zu$DYq-90WS66+nLeG!x@c)@c0UpkZ{vXz*hnQKJ~RT8WaJd??lq50-}G|d4*c^-Qv zdTjdZ2@`K`!AZ+~AEvVMBr???C9k2RPdpr+r4Hhd$xFjnXRUQ5TYzvx+xuX1^9AIT z?+Raj#H&ad{Ky|r9VixQ-Ptqvk|7o3d^Pkh75+q?W$*M-fyByf+wGXXXLs4Vz)G0$ z>s|U|yU}~6b$f9AiAj#$NwYB^1XbrL;?^$wur?&+ZhLkOw8R# zf}8WDf4X~bU$y`w3(=Y7A8}m}lVsl^jG%7t-D6k1`~DH%S2hl;S^NJ#V)*fWB}#z5 zDSzptw8#D}o1W`ZB`Q}E9a3jZ5}c&KNGWL6^xf)YmPd+g1&G72d+!j8O~h&A5_sv^ z^zXGK&`Tzj>@d!!jc!5wFez1$4H1{QNk|EA*A|m3wou`zBwoDBQNxLvQ@YLlBwmn3JfxG7Wv0l(0y}Osv0}xKnYvH8R*)YTvt)dF>N{> zuUkmtku}mPYHH{Z$)}c$u`I*4cmGdm^rnV_o0pg1IqIN7RVVY*KwFlI<(CAErC=z7{2-h&8ZA&A!HzO!;8eg^d->asziFrcRH*aW?P?T4REx_6d;S5l8siRH#%1O6J$EV ztHUNxd5g=a?v%NqAQvc-yl-8K>zJj|eaS^km}9Q}_~^sTjG9QFLntGXe3mTbf%`%h zi^oSnne;$B1FotW5TMZc+Q+GDEeP@d&$}`6Z=D++@yh&FHN?2x zf7H|Z1Y#R#HrJF6c9erCQ$If&kiBt#vo7xzddVWah|wtP_TDgP~bqP zbNk)LTeHr3F9fY0b|h#iZqV7VL!6~IC^%Y& zBZ{ERb^Gt^7hV0y^$%@|)D1fB8E1GP(dQOj-AhhYQa?@^(_xw=yQcFV)IrXnoenrm zhLH-Gi^d3yI5APG&hJSX$n(u+yNx*STC3?{Xu1O##gDf2dvLj-;ibFB9P1a&+@;x0 z()z#d&K-oP_kyrOP&*!0fBidrIhOZ!y=$trMrve297Odi|8{FcnOZe&a5>${(|Qcr z|JHQ;;*Q7mJhSu<|HaA)z5;o?k`2A@ZXjZ<) z(A}c;*AK6kLdj2BbWML}v+jTkrlUvE7k*kPm*Q~q(|X(w zezZKlKHhuBXYL&Tjq*lcf8yXx!OZ7Z$LkafMLcq5sMFoZZr6g{1*j9 zP!^z3j;ap}5|rm3C=-%H;-Z{A0&JNP8Dnl4^PD+Dr0?Tx2`6IN$BQlvt3={$&C+Z% zv4g%i4j;QY|K~se$w9+hDhdBpEV_>;=Phsi(}z7Av3W9gly@!wAU7Hgk!y{haWHOf zFPt^DYL*{#dz1rJ8NrV(KEjc~u^S#*)`Lhn3hO-Qw%OUDOHHPF)0>*C94=(N-(igw zvGgwavK#maoZOAk+qegYXk0X3dZJLmi+&kfJ3-WOQg2CRwEf-w_m^TlF{7* zts|qqU=rA+{p8nx2(-w9?DYwM12JF$jB~-+=+Pi8yn}`U zJMTR?*3HQQGS<<%u6_ba-Q*2h9uO=dI~ixwP|l1d+8$_XOb?)KPgC#VE$*N-I%8-m zHfvsYBSQDUmQYIyg(L)NO`66YULP8y<=}ddh!PBwN&DxHF>&znr3>&o3QZ=m(Q_qH zrH|+0fo>w^gqIb!&GEMWO;CS$H$;dUgX+ve3Fs6Y8Ylg09&6!LjN5WuF} zWU>m_=oqQy!iPF690AWFVOJpF=1<0^(R+xJ;FTf&0FusAuT1dMGN_4SK9%3tHOt4f zDVPSXJ&vC629Crr-;*P;gU;9U23mCKnN5`QUF;vMhB%g--qZe6{cS>-`>KA3-wp4X zV>-l?N$QCj!~?MBJpImWHeb3woqKoHJR<;m_I8J&bqdjm)C8>Oa9Sfv-(I|Q9fdaEGhONV zrT)s>zI`RHdo}#QEE)Jl4Hu2ebgklZSSUMdR;p1dpDN%wxvc*DWk?;!&+5-~hwgn=#c(Rn(WBUpKO;`i>&UN*>1}rTadzpylEU=t*hz1NdkKXb z0~5i<>m@QJMFyJjB@J@%=lkCGoc~GSMz)9|{3>!1pOksYH*o>Hu%bQ%9x$jRsMUH&#)m<0n&4jfR3^=; zZrO0>tuBX6)OzlI(Iu7gTMN^bD+;-kJS3UZZ@f1AA+GidhLa!iZ({ z{=z)Wl|1EIn?h8Z%d8!B=60$lWx0a&XNa~5N>4U=ZAWltc8fWN@M+~m2@@C?$Z6${ zO<$K*yGe5`!O@O@qqg3COZNd2N4v{_U5ZJWUzajtD6lq^w|3Rv9dA2`%2 zQ;b!ydh;2xTQaF^4VA0Di4n&X7O+Dy=;AY+Y+a<5ckM+Ojdb~RSwv|B+S8CbRn2uc zc#k?8#^Uu*xwCyWp2vNCD$uVDe@Y2r)TipA~uEt&*C z$L_^}X{?inV!yLwXFZEL5!Z1hu3H$CWsuFJVb9Q(qIhI`_N4qqB)hMBk3h4zxh<|$ zdsLqt38p=FLo>=^HMgB}kfN`|g_oC>la4YF599IsDf;dD_=hOlFoo%s%6Z&v6#U>+S2;#;9t@F) ziCAu6M(05f$nb9c=83H%tS-7@yPL87>z;cRgbFCXdip0LYv1(r2og$q2&h1Okm33u zHI7T@XBBeFp5F*$Q z8r!4T!>A#JNa2_U&2tcQ6#yFpT#WIhHj6S!q=8%?j#~qvv|vVx&b7{;gHGUp2__kAp-LT01;-*S)+;>> zlF_R_j!J66FUv?e%DQPb+}`@mV5LQZo|To=GwE6mLlgV{b92&86Jm($pI0}C*koFFt zJ;kH3D!~QGCP^m{hC!zd17{pYIkegQkJN)Ax%^;(5cgxfSysp#BrZVu;8E^*?O9aR zKi;S0yZlcsh{+N;r(veG8uPQT3dU ziSpG${SxkxOxGyw5)?!zW|lEA_mQXZ$A;1|Hn zH~T4)azPcY40BH_11#3`q+5o361n8+#Sx_cJVpO#sHh?5xhpP@7~p3^8Ix5|RWjo1 zizeXu7jTS~o^W1ReMx2%U_Eg?lMOut2gi~By;6~TtWkJmX#{{qwXa8~bYIQS{Ef6J z)|&N+YZQDOm{yZVpI!n7^4vU(*7O$1t*B@5J>Xw$^1etv>__uH`%Myy)D>*xepg~L zk&?J^nc3lCC6_b23C`Ya3>hc+V}Tf%AZuODpQ%{F4SvF*!)m=#)d*`qg*~kZeL$c) zfK_TYutws&`}Kuhpa0f5tTdD1#MyKDF(dp+oRI?1Y5Sb+dL(w<;mVuPE8$XbYxVA$w)*vC^s}Cnn7nREbw z)yCQso8(xrp@TOt!h5VLrACr+QgsRMO>_mHySgUg?nL^EQA$G7+Y%GaeZN1uuB=_} z;<>2vR&8lB>1i7zIy@O7ks;aqIIE!C`7#5VA*sqo?r}1bUH`G% z&LkqB>b^lmW*GkZ)O4~^iW>);w9pUcv}&gCL0qs>0H6?qU4y#13orTNA8_ZK9Zb%vc+M&?-o?Dl64q# zq^YZhfzKK!ObBXAf~~J%1%sx2zr)0*1pXVCENvWLF{_~FXrhIK-^YJ>3sH`z zI%#0i{1XL$S|p0$WiA*e%+}*iIe*w@hUVz2ZxhaNx@g^UkxqxyvwuL zOveM2mD@B0R;WUa%G3`1(6WP?&r%r!UQL3`-JW5?@d%vYP%3bjP6=7osn+wNmrT@c zd^wgh^L1{mRY`}*WoVa7C8bLu3N132MT46Oy@x7{TXrX8MbeXi)S)aKcP}a@vNlTK z;iy_rA$A+vG5BQ6PdgXJ6fNRAIiSLpQToB%Z39`nw96I>LK4DETdnt*jm9tCkuIn= znnL(Ocv|dp-N0fFNR!vmcZ@)#V3N)g7>wfg1YiXP&dHDK9nsX=;@9)2F@>RC$KQ%b zZVi83p=&0vQE9qrL8p-2h6Rn_vz)(;RH zi$LRg;7Y&6m@%JdFl}r16b3 z_Ju<$IlFeB<44tib?A>}T%FaY@6Lb0W=Qm|cD~e3naL#IEg5aPS@Ez5rl^In(iFwj9<+%Yd}oBs#N z{%nTRZ}ntIMZ7!Do}Z{pgBKy9Se_U6!VC2JBWv+PP__uAlN(T}t6T@vbUx)bEVI(j zAoW(}XYJnGdYLJJ|5B<4!JFlE?A$A15+C^(^_Ew4YkN-{&X(sYPmk zmbEA_B=%~0fyEqieVxVFC9adfb z=l_4%{hxiyDL+Zf?J}(awF(t>D$FS36gJOkO;}o0q=Yr^Zka5#2(Q;Pf-hzMn4yC6 zrT>Hc{SE5@)JIcLN0UPWuf-aj{6W6Kr1;>a*G8kDNmh6)>mCc4rRFdbzi2IcVk*oo z!DtXBV6#)$?$X$Au z%-I|DcWKO+;*`WWw>Lx2Z|h8CZa-g@m)y zPjJ~iu%8Dac&BD!&y+KdxW%tk6{Sm_3|X&n4Qaj7co+foARYFdA- zVP~(-z!FH_+F573{#~A}-M>wJiGy`(>?6{`Wb@1C%QR5TGO1eTv9TVRw(*M;_7XjR z2e>!#dN+zFaHs+EG{CNEjO?Gc>Nq(}8|WuVX3e6g|n-&?c0rA$9DQuR#@E zXWDvmJQ(G7kgT!~F`O1mauMI@9zU2uHjuzULAAcWt~8?!5c{ekw{dpvk<(&LIwEud z52km0Y`2&nG>4AoivtLWoL>_-e-Am<0!T$!?$FZaS(4ba3d+p$O*+bypbMNua8PzX4~NjGH*$qGWkLp&)y~cX||pO zUFLWC>i$z(I=99S@%Od&Jx|PapKX7pmlICOrt#$$&xZgx0Ri^u%qJ@u%}FTv5G@-( zh!*His#F{Jf0j1FAEQr7`afg%fBI!MATmjnOu&s}w;0XHqCo0k=%jjNNy`2O z9$aaxtr?wpokDJ_Pj{bsRVDPQNn6 z$D?BYz>A7e?&LQVT1EFUKT0#%phZ2`l2T5)W`BH8W|*R8qHdkIZ6i$eZe{Z_^?XgR zJ8C0j&7rQqw+sxK%D(`p?mBWx>$?_1p+-i)U*ljrT>GlCb}#PuR_P3%N{RiRqh((Op}-Q;^z#hi3NLg0V=FMjkQYsf zss3`!-TrzkUOvHl-|O7LV6%`EiLIGhZt>S$F*5i41t%T@sR+l0k%i{Zg=<-2dz)bQ z$6J4vE1JI7eW(W=V4<48Jx<#LS0Jz(X&S%r$s}o+YU|j;Zq*{PNXeJOF!bUE9JD;k zhj0C2qS7XDk%E^tEG>XLX0h0UDY8x*fh<=uBc1mgjCL~4?^nFVW7GNlCw~Su-Qjuu zH1Wx}BgNb)&a}fc4mBZS9r8hEI5I(8M&-K0IYD+$96e)Kvxve{%e;$YHn0Gaz=U!Y zkQCu$=<4H9l8jVo zC;8?|`Vg(Q1jd=WdEQ(ggy2WyNxJ^{Qhfz$ZxAa~lp3pFJJ=zSl&rn~%WCnF?1Py> zB~0MaX+%6)k)5H(GX4=;_&jKoV#s)IMmkMPFP!R7TZU<>zrHh@)VC4Ft*eKi34i(! zw?Q!j)tOh_BjfY_N{E=>kNJC5mQSCpjb%^aHKv^}TZ7$9b_F!q%6?G9pi`VRSh2~} zpSeR`t)%S#Tm2?VGdT%)EHblq)~J%y{Dh3xS-l`h z+iKg>pSUg4`@pyd=R5R$Gc}k-+YZw_L)qa0BgyW`2xw+sMH>HGQKnH<#>p~uxBQV@ z^V*(Rt+79k2YM=|XM|mCQZdpx&-W@#@nFj}tZ|7#D_z|xd9!~CIgFbuYcqFFHRavJ zq30n|{`9;|7ww^Hx*gW+_i6{03{R4Z@1t~VY*pQF5=rb7EA8J_+K%I6nq{{`zu|o^ zHy*e2ZtpY+oi_Uh?oOVcA%J_4ivFgPYa~_M)v*g~$B0u(GYn~|Hs(*6T=He7UFJ(f zzMgv})Rd6pvQ18N;RIiNLqZBj4Ao`H+Y)ni8BG}AK zkEq%s`5UP+SEl_ZpFP-5;T@knyuJ@spO4Cmez0MkQ`oUo>?zPnEb?zrQ2ObkwxMLFFpb zwOgTk=eyl_Uug4S)!BnUw;qDd?#7#iCl9Mbhy52L%;)zmTI@aaxNNj$=04v*?omUz zgsHg(ncDE80f~GM;Jo#EItN!U2ZD)#vddwz9W9@~}^ZDnf>Bm8YSZ7tX6q${(o;HfaI;l(H1HQS`qZ3@r^^D=yf({uUvuYn zVN^b@kfyfL2_3H@-C0?tQq-Qz^Xe}mFa~+~7@_FN?iNUd*m|gITD&lszF1^EPHm?8EU{U4}4o+d1`Br8bE+f2pj~S;!mJXFbd0nYT*vJa|wQjhRwbod*_gc z2YPVgIL6*OpFVQvRE;2f*s)ADHJO{>V;1F7KjE8~ib`iF{t{KSd)Gs>I(Dvd)5In1Vkh#+0;nT*;58yE%Ova`zUt}_{ z@@F&#ZY3pvAb1vp=AiF`A3VM0H{ee^aNtl8A|ae9eVaWdO$W~6`NM+9 zOLvpwq|#(7`&8D`;G1#yd8C}Y5FsMDH=n&00&B~Hi(K27YsRGWJPYoq;MFqX|2_n^ za>Y^VIK@NAZm{0laZQsC5@skKyrnYnluD%gt+`~kOk9o^$>96gfnsmi=j6bNsf&GH z;m6kvn>3e+672zPU+z2N&$efB-h=DPwFw*AO|ENwkqd7m5~f7v z5Z!s8H5a(`GMuOfPJZ%de-X#rq=bLBMc>tF5VY z(cu!qiNBlNtnY~ro?{1Nm9MKPyxaSgNU*B!|I^G_MuzPi!A5T2wQ|bd5Bq45FeQm? z!o#Vszv}7&qtj<36kd5NHeuG}hE_qyrP>qN(-xf^k#r>_Q&`~qS6;|)8x$TCaq)fWo#$2BEU4^U5{aT4xiCFAUse1cCh)&|(RqDXv|~ujs|eGe6c&?${$mGA&F(gK6aDEW z@0E>KYb$sE`Q$?0p>Ky@ z@1tgId>d`di_5H6gc*yQDG<1A7|>1%W`cRdCPy>Xk2bLsCQbeqAI!N@Dp;2%9z1;! z!7*8#d`<&D+nzsZQn?!N{Y`e-DmGF|CWxAvnrU3D1)_>o>7Ni1GOUL1VaO!oF) zdDNA9QSv_>6tMR)}nXrsZnuz!WQdrU*y>GdPYD{NCK@{5!u1})#QBm3X+miJB@ zGk3Ir&!*4jFK>!Tp9};VsO+vm-6xLg zyCOd`*8u@d&;gf0=l;mw#bsd+M1gwa4}m5p1nF>7QHt8~%7nBfsP|39BSEwBYYsoV zJ1BSvK=sgW7GYc81L|%drdeia6ybwAD&+5)15%huPYYqpzuPl1QmP0$f0RdthUU!p zUM8K8(T|QUDx}<^{fpPM3hmRByN|E0WG2oP1{!o`o?kNv2r5kpay`r#OXTMo@<2(t z)cHa^VPoi}(6Qp$Jj+a%Lan#(?AJNOkp8B-cw$_ZBvU5^#qiq?a1jd}?dF}%h zskY6of$EUWyW&g4kg>upl~-S-MAk&4z8_gBFlU4`&W;{lW7(i6*dfb==Jh*dLknO6yLHkyqok)pGEJQL?g1PaDT}KTj~;S{<_zC`Uk$uN#yJQwP>h?N z*Akg;c#(S7k0&G~9~sXw(tZEfND$V%$=3*?>Q6EY7NF++%nMF=4xOqjgLB1bt6(o=%&Rlka&nF~ zl1Gx-E)y09lCP+vR@z0~-EA-}F>#Ef)iw(c&G)0dt&vPJKRy%E$Ot$lxcUBzn5L=W zMi}E@eXv2WRem?~G6(}I@_VA~?6&O@cvI`B!c-|l1o6v{q^4$_XTXZAe)5Atp^i&LM~~?rx_aX<^gXX=m}FmF^M6_c^4-8u++hAo z6SWNk(V#G8fT#Z}bO1f!VN#=wJzYZ)qQUZ!^le6IWvFS<&fqLC>J0D|z6V}9w)*Bs z8yYze2}Gb&%Yv-5M-jdX)=>tXPY2*#Z*oDaX@k;8*n;aiW}+R@sE#^`BQ6lcZ_Wu% zz!V8OTn1VHfa#qiiAYs~A;ZmN)a1a%Z(qZU+Xkg^HW@i}E<&^elm4mZc%Jowx#VTW z*1>iIU5lwR?e_Z9nlT_CUwuB~C_*%4X`FZ%q>dOLTU7#_7d!k!y%mbxZ|_Cp@;CqS zvUzhwIb-E?>VrMw?N2mTkDm#Hx#of{OJmSA-H)v2euNdNT3h#{KF=XibTP_AK}Edz z$sqvp^HVJi2&o$xdTY#FKi_R^P4TE0X`Bb&MjKSki)wVxXfX|P5X5ATi%iI51d z8(Eo%!W(Szja7fftk1=(H~jVZnLjgM!l!3sFR&OXeYGGJG3i7VIhRIK?L=T=Q0?(@sTRc zyksK`q}BeNV_m)gac!@zT4bU@+jaR9Vb&4U^y=@rqg1vS0y&{1$W&zuA{s@IE9}qX_+;Q;Rp;!Es6kS_ps97r%70 z6MKt>Kou(%5Tnzy7NnVocJ@CZa5Av!=|sihGg9E#+^<+0*hn6=t6eMcNNC$+CDJss z*_m1c*ms$7z-4=+N_Xf$akt#$c@hq}4db_PfjK?fer|ny+RfSoE_ey}Pw%b6n{P6F zEvGz}-Z%RD^?PuFBJfF%5hyMj3)f^!zZroX7mK$R0$jK3ydgJ*f2gXkHNB#ScN?LC z^4X?fs%jh)h@8FJL)9E5nG|9Y>=o3p(BM3+p~zTTQy-G&C= zZD|rB_*0s(Igq{Zah8a7GGvQ{GdB>)jzle>OV&)jjVM=9r1KV=_4c(r1n!S=1u@ej z3l>M;Zb+M+yI_XozPEFRSvc*0fgI`|8vbSb^e5jz8w(zT5Zgx~lytE6j3g z3$CH!LFMPiq?F+kDAiIeu=;~=$yc~XBkZC_Zr&5VxW{fv2h8?e_zUc^@N{Y5N?C{V(D~{2tm>GI$?fe$!VL>QIU&C(e$4Ql{any+PA^hUw~L zs+`{P_UBLYR2GH2)5S1g`^L%3+1e5nxlWBKF>e@PnPw`n7BR)O7O4m%?{M77$ zPgtXXomVhzUCX05#X%%RHkxq zoZyl-zEu_83k<%MWK>xB2$tUIdtQr0S){h@Y8lU@(wO*Hd`)?I^zPy(nJq9QB%)8~B)5UWcE7R4NkrZ_xW=0t4 zB0GcWtz)WBdX3!|-u@JK~UAZvB-zdQc~n#Jm$j9G%)Mg`70R zcm|w+drXC_auSzQ-G}H+ZvuQ2N#&NeeE<3Bg~4$7roU{6?fY@!a6{yVL+E}ix3vFt z-<3{a=y5>URkfA?1GYXMG?5JZj#l19JpYE<0TfoW&qU>+`f4sE8H+em_z zP)P|pp$#HTa3mW$HO7HR5Hba|8mXXOtrjqYAM7NzWX>$q3j7j3rjF@k?pGKhw9fpI z4+TgZCJT$EesI=P(oqkZHDd|EkGH5O+;B>@QXbk?uY5ZLJQPUy4{@3lcc6_+C8J-& zNt1Sfrw$$ey3(>?M*4Oq1I+ye`=WhHW9zV9f@PhJM%)12UscXYqmobK1X-CrFgr)Q zbbC@ILDfE0n150c#?+Ver<62&j^kb@JHL>oRl*{s4@4qz-;wo?!6oO1%7!uD^5WQ^ zW3-^W;HeSFt8%>jpVKcTpS%WHOl(uvUX6sNL3p)fJS#K%M{SsfxTT=UTEEfYsq3DW zT7jUJ7C*Jn)G*cpDnRsdaSzRz-ad@y2$H zb7B-JYdwK?*O_F)libk%bSu`j(xdy`g6WjoL*ecb%NJkuYs@>4z9)wDu_qvi{?d{N zpklY0TEK7Hkn4WAaMDm&d&|Hd?(^cLQ7c>Ic`uanaK}Ew?fOyry6F=n`3}@Q>Xec! zk7hP}Z*jSF+Dd$~QUH1E1#%>Czs4rt=)NjSU(wb72aS1lIqD*k?PfyD$+8rb>8#h%-XcO zTei<$5BRu}_H#lwJ=66%4~aGTTBerjE2_UD(NR*Z%rZ|}!ID|Yi(#l1lN!U@l$5#N75z)y zGme}1AUkTtHAAP04&N7oQ>dDoPTI}Me3T<#Df2|yes?74L-w_5>b&jDR$7AxMTB?~Gl2`g8E^ zT?cns z5l8!o!A^VvV+kBLmGqxh1bO;^yQf3 z2sfxyWurZ>`AcRpv#vnio|OnY9Yl%O0;=zV`eV8IPSXSH+f^#-qj{ z97*hKPc=k-fQt`^$mWjiVAbRCe}@*0KH`fEusJo3Ke*XkB?HwqfkboCDMNxNOSf9I z;VMcjdv?wk6q(!AI9pg%+gcpM z<(aH8uJw{gt}6-l<~nxya@dbuA-}wP4!d9Fnp0fc^?J$4p`Va4`ShDlZjsc=0-Z-o zozXbUS{x4IkWm!scm$fDiPHxg&CZO8G!8W{KP<+*cS3zg4V|BBeud2FloqFLk3(Oy zhWZ$R`iivTgMKj242Hf@!%(((&_QSI{d8il_Z49{MUuY;;tU-zti!0>+z0OaOuZG# z2jS3NULw|>W00Dtm)*h$(T3d;4nGL{U;qC1@f+hq0-sKH(wZmJt%>f)4F`j;E1b?VcPG%bPQQKUA&>eXE(NDVP17=wIW^!}U=d&ht% z;4z;H^6bcRdBLzcYUg(2 zUNjQdiKl-}0v~v<3^ORBSbMEtx_lot#q^rp?hFJ@$%{eAd68pg*Hzq-Jc9xuAG@zX|Gff3)QrvJe7fLE14|njp z1owsxdk+GvoBvo6+?Gb_-1um01Myo@aWc zdOXb3>`_>liTwmd365knim_6V{pK*mub6u=M8Suio^#T~k1OQfH0AMra)o~}+^ z$fK07T2WV?k^l+kMp=5N1L zoXHa2Q$kv(~D09c_UN7I=5OyxYi15~axmeJTl5lNvZr>WM zF`F^-27*1zHOk=wsUgOcG=a$RKpaYdT;~|2>%d5gMkhZJ-?a6DbKl4hFyjFOn7Qeyee30iQ&A$qSO>+1aMW*`i*8D~wx zUA^U92y)8JrA|Ami+j#&Zy8$nKr3m>;-M8M1xY!H#h;VAplXS5k!bbivBUa_JR#}| zSvjK!2apuSb2GYn?^9{0j6#9$Y}wa?MqY{Lwp=Gd9d0B;Oh`gg&rtJwd{mt|_kN;J zLZuW)<@kQgo0Zldf>;JOw!UhsjJOk6a1$cRwZ!37Suw{$VTzkF@^ z{1Hczruq|kD0RJo{xz@C7Mwbc!Qr>l0f50)2fcxbU^EWJ;r*U9R$Yzw*AM&FoBk)* zuf)Rd&SNso8wgPtQG&9BhHPqp$<)vMDP|x+4~n7@cyHbBr}o|%!iY`+MP>UI~`aqMJSm@{=%GBXF2Hzkcxtl5C#TviU5Z zh9!xy(&lStR&LeRkk}xj~^CTNsO=Z&qJqH4u?{pfY-(!SEN~7qT6I) z&fQd*#|4PP4KTNJRC^7JRKS+6-OkjpaV#66zqf0W$ijLWk-pj~O0(?uZ3%pi9Zz^H zMnTa~kNJMJWa8d`ulQ1JNLU5r{ln-pk^46J5|8Wa0SssFqy5xVh~wIxmus9p%*w6H zr{>9+jJe$pv?0s-=$OKl#Bo%ktFO*MxU!=uZw3-~%e7UKnDb=JD9C#3VF1)ah>L+ILN>+F0u_x8rK+ z))u_l&Dbz)_|(}(G-K{SdZ)8f8BCF092E0sUyqcQOZ)8t7#kkSOP61xVWVyC60@SP z|Gh_&OwH>bL}+~Z@O>Onr>@1s@0xXI0asnTG8lB@OB7UwJ|97YjG}NkBLsXu^0{%- zDw_y-D+75MjdFJ83SrJ~84rNUb8p_bfh$M!6=Z>0H!a+)Ua9(Bw%wq&3 zfXsFoO&rPS&G)LX;;G;Bw3>sDr>-$c*tcUMfGK1SXGzvSYVoB84&rB?>dv8amFP8! z(T?tw<2gP5Bx@JlpXKzKyJ?GBTe8e5EbpR7N)!-Q^yBoBnM`c~M|zQ#`jNJCPzD)v zxp16^n{{QF1p~02Zd5}px+uyi_#J+cTUd$nX9+D9;o1Zq+UN++r+JtkU4zaoXK9mF z7!y9b4!bFflu3nyTuZxeeRy5VhGU5_6CUAg=g#t*n=Abg5a@D=qFoA9dh#Kq*)Q&e zJt|1|o+YjqK@pduXo$fRN|YaidXCSb)Z zWq8pbwa=;btZ2&GOk2w^yq3kA9h0uvecV_ACFJ#ST>duwt_G#FByFgD?bgDJl4Ls9 zPYM#)#}rOv?qKTMy%D~u6fv{#4=C+p1qsTKu(Jw%+JQBts~hv1X*)t zLZ3$_!TOGS3bF4a4k)cjA#Gdin&t&5Y=SHFBl4+?+(;d_fEqznk@TTUP}LMH+4HV< zWFeZL=GG=HEfk;)8%IH`4LJZ7&6dkm-cd$1E5+`8m>s0x5DZm;S10@v`eyWNC2Q?% zv|lbd6{rRyWWP>Iz&_2%dU5rx6u$0rE$n~)UiIJ4%Zv5?UXiD)=7)Om)VX+@Y>q0B z0!^{zoob1x%|_wu*)Y0Tv34|I=gKP&@x(c2Uvll&j>p^8QTvts&S=2aKhZbmMhm;H zS3nVU|BG3csiy*HGRsqD!4&ksz zeVxl(6p*<1iR)UJr?D3szmw1llrF>j{^DF{}g$=e}${SFErT#KDGy$ zVl#6XSkI*eoFo!lGA2slFLA|B7R@l11+`$MGlNTBArx#mt_$0jC1QU&+hy#STN^EL^;IBFK*W6MH z$nl(!D`>z2qsGDWa4BFa)9V}tAt7e|evJtRV63TZi(t?)ZV@10HaxdXO-TeNoJ(4a zpn~Kg%fRikG7k^|Qyv&Zqr=RZ3ZXUXk7#OQIhOe63xsIGHvP_3jPw#;Cp2qi(3?@2 zzZS%6+c~O=6HoLqM~?p!9*|siLpoNU^j#?d!rUsdw|vy{&IDdGB!Ka;hwvepv6qW& z5K73bmt>emc)Kw}io(lVY}$k#1dpY1C@?cTwb!y$O+!{r(tzV>zs6>8_lpnTJ|Ze! zOi6&1vHzwAoJQFDg||$;q!P!EZLO_xb3^Rw}-A zme1^58b_MYXrvwJ|ALn)4ZXG30K*dzEGdUiYWUPqu(_r8008Zjev$1*y;s zmLC9Vw6o%WgJ1YS@u}5XHHoOKK6~9AF?tCsCmo&Chtco+eLH>bh%v@q0sGHwu%?HI zD`Z9bNgYJ!Zn48L-e=#SU7*p}exnn@Y^bt*T%jn~p`c5t)vRy&$ z1~N5~Od?mh?~TlISR)l zi+OU7^q4|{(t)IBd?W=Y9YTEly`abAmXjiMe^e}}k*e*x_WqW0Qzu=rX=0`j1mGCg zTSyw7NhXD7`{ca~lR8g2B}1Sqm_KKPTp=p85dQpLj)Tn8oL3Rn*QGUOC<`}WZdoz{ zZ<;7AEB*di$036#OrVsfe9qJ&W=2@!+m=hfxZ$4#(4;~U?Rk-o=s<8vSrho0T^%}l zJN=C?&?b#zTqMOSez=wpxsdsyeSJWC`2ns3KDp1>@9L@DKFsVa&DOqusS^CrH6pWS znrZ6iIDE?+#_wQ5h8aL_Yu|m&%=9b-Q(7%hP;!4gS(P*N;WP zQ+$WlF<8(93aAeyCcg9O)4VtK-HoXchNIC#izG%6}Xd%?-rn!UY%{NnKSPB6MDvpMCHl! zYiqs!<<1XTv&w$IaJ4KbDU1GPAO<{jTyZ*nu`K!oQpGu-MAAnGsNZSX`LSgue0>oj zkcsTo=`T*$U?RPBB@(TY#;)~oK-c^%ZpeC0yP7z|-5yD%FFtZ2zZcYR2_w2V4|$)O z?|=Uhlg|&d?jGJOK%x3IX?zcJyOwXO9NxbJs31BXZ+(dVAbmRYVQdvKW5~E;Xsux|I zi0i(XH2PMeMz@XP$!jfN&$KghaJJr39#JXazg|<$Q+Xjl11i~ldEBoHrQ_WMDZDU6 zf`WE6$(=sy?L+xvCUa}#(XM>_qARPN;&DSq+j3?o!UL&0ahIr^2@&NEGX*?SR6y&a z&3zn97Wdu#H`ft%gDCEVITPdu@8JRk#OPr&{`*7GQ`lXxP!Zt7dYwo z+b26)58p6`-WcfMEL|>FQp3*R1}d@EGJ3TFS8EGJy*A?+Je#xiY7ri)Xg<`igHPYpzYENYos>fkyWGb z7fK`&Ct#A*j2*t{v-bLh;SwYurm`%2gS%JH978PhbAtGJ$^z2& zochVj`oY~%eu-~KW`3V0n(#&2z{devS>c-zLZ6)W=q){Gn6||m9|@2(_CT~olG9M3 zyCfbU`4mcIo=rrV{bZh&M#6sZjoxj)MiRz<2?6H^ohv&4JUF+6xDC3_xV1PjKMe!@62mZ}_BDaiz>2CC$w&kti5`}vPm|7^XS^vFYA z8x*_o;4)JHlHsEc>kT&9}5}fopZD!fFMbCGB>R|`051TOTu3OJsg|0Rq~=`6XX;26vUg;d2Jl?(~k%Hvj6 z&sqJBl`K_#aPb+?t|gtww+6+7M^)W~FPz*2CKuoI9Racy>}Cy|AX?u7Wli;j zoS&hu|DdVMizH6L2|J`%4C*`!XX_nmAzYW?E|0+L_73Af~-mKZ6+rs zvu$#xrSfnt45!7s!bdf6Gy(yIt_#SjAa=)G2D?@a?PgK<5p}4Vm4t^vc)=(v5@MVB zH!5K5vyX=}y5qBvo$5m$-pE0EnoyNPYn%Srt7Oo{D_XNLEGt1dO-C)ho2mjeSQitBVAKH&f28#GJE=BlxM(5Hqg5O9mtaqzm?gP@fBuYs5*}w#whp^kMcEzo8Ms z@Kcl$L*Gt7ZdsMreLq$B&CZgXfOFjZg#^&=9>VuCR*!osvkyDq?{Puozcd!5(8rn7 ze8J~G&p#nS!imJw#*j&r`$gde91QZxHBg{%Ql#+xMU#x`>Fsk+(A-~KC;8c5&&MK8 z?b;SC4l{)?`xg{_)e&Vq^^j1CCCnTwPTXaS`$nkLC79$2Qqj&QaB`qi`8xF@+7%aU z!a_!9sMBQ}~sTk@KW`$jBi+P0fNdlBbkImXa>I>$bJg_q=rk9U? zfAL*G;(kZFyP{wxEOJ4kB^?7w?=T+n# z57h69Ze$E56?2i%OQdyD$PORm>11e&0UmkmviAFu_jx_45HnKK$fo|hgz2R+ieilPhRrkB_UAYX^}XR<)P`b+yC% zeb~%pE^SW&5fHJT0H9&OU6N^{?9nsv*J#)qN29rAth`|k?8yVC{|w$OpjaFESJA6~ zdkR-j)a4L7O$4c_^u0Bm8A=I18s*pn4`6Wl+2!&N*nn=TjjzA#u$R0Ipj9v)O>sxo zQDoqs+J066qU~h!>X6JJ`uiIX?-L;)=jRx^>JT?Gt>@CMm3I~Y!JbnVI)w_UXb#B1 zq))JMZV0>MuV}!=Oj~?Uiv6D%KESM$C2*JJx#8!RtC?j-Ys|Qn;agwWTN^2=YoX4{ zbhE$Rsw>tz$jaK)xx+qW2NYC8w&Lm3NtbH<+D+U_W8+tIwtM|*4XjZsYI#E#1BHGZ zskd~yH3xkQj$MC~uGV%wfO8W&9&ckP1D+;u{cJ!u9~#j5K6F1ddFAkNDU*jRH zz2bgbCs9~jw2D&vS~VdE4sRWt+;IxB`#fu7S4sT+Y~L8p=tloN&0)~QpfEf8{2&k^iQ=WlHf3>^t7u=;crlJ0nMI&*X-PZu_DHN? zDsprS#p)g_*8E;f)#_;wg%!=ks_(dFfWjO_2ljMGsW1ScwbY;H*zH2GZ=~#e;EN$T zHyG*@x?Nu!cYxu&D7eb34F37)3UM~hn?Rx^k?-WJ#58AjQ{HVjQZ9>cA;8iADf_DT z`~v1V_PsS9t6sw_w$qQ|lMzXX}!|$M^j@Mme#?H@vakiB&A+T8rYen+GH~=sP=aTlH@~N|+nsj~_G%dyJZuVBKV_^dEw<6>cmIC|soPC`ww35CVxO-uE zsaFhy+jkeD+vBr2`TxMKjv`|I(n1ApXPsnf$kPt+_D?YT-yU z5S}P!aOz7lrzmWlg-1VU2g$H73Od%;_!BE(ty#ep>Iwg;g-eE0-t`e8{NoGHyQ{RE ztA4wO8!D%iaa)5-e&(+lDz;73*lcFr#EWW3)AAvv7bkf{ZKP7C2ERY)p8 zK4k27IfIO^BYsesVRc>UilL_4`soPE{8ujTeuq=sQ+%mmS-m!OF-?bd<+t3_aFI#K z9i2{ODtJ_R**(fsND4uQ9TeSh^qL*%9Cw+M7pCDwm%&GAJtqpK!H;r z>n+RM3v|C1IlHs7)anH~9SJeAvdlQ7T!S%jO{S{iYFn&ZvyQq|}ewtUz z9e_$?Oh*EP@XSw5x^nj~n^eQ;m=d@P6bwC^2n4-0i9&uBz#vh}%0OBrdE^?hoUbb^ z*C?UcwoEw&d`p- z6@L=`4tB|qkLa;vC*axt@*metj>8q;EY#Fh1elz8>uC4)*+>RwxpS)7mUTJj)za(S zFCI$ymVbzwX)jIv<@dZ^sdT_xp8P)?%;^N=J_-Al<~Q#x%W==o|OG zl;y=u_wa0m94QuxD@@iJ&(4C}@jX_dps2DAX>ug(9M-#cuCZ>%ptSy+;7c+RX43)Q z>yWn+qfpSjcR;|6qZ&_YmtJc|62lucKwQZj_9AI}lY_@C!fu zrr+YjC}qSAMLR40b_6#vhMcmL0>YWphT8U`$wRSHe34@~NsLRNa_++7*q@;H&X%I+ z>d9G7T1>UF6?!cQ(hOJJR?*?eKFi8VnvF0d4kD-aVJe{aZ+YyNr1Ai<3jTSEygrHL1s&JYZNRu0UID7$#^KDq5p zC)?|mWpkF9{n=gEC}5+iXLfo2>MTBRK$9l+4c@^Mp6sJ)KQegVL!c+r9ZtIYPvclD z0^XtqGD;E#D4Y?GnUEIO&XZh7-B5NA3<6^QoKh&8!NScVa>9jYx0Y2b4FfHXASVll zmxEp+Vg3f}w_o3FXHxG#;HA8k;W;z26Vk9kT#V(X7s|01aN{~$lUP%7<5D{Zhl2k6 zX#+5m90vwOw1}I+_cDz>!?`1zfnlTr-WM&k3`Pgp+bA9A_;6))dX^~#`dV)(C3|%; z$@N%5co2(@Ctku&Z9RW6&KiYYFL4B78soSfkV#&lqP~QSO5GFm(%6zE=2Rdj?fA4p+LUX9J^`NJ z@dN5G3|d>)eVILitOby4SWZVR3;3T)maBlr~Z5Jk)6s7$#0A6 z;v*qItLN*M{#~Miojg(MZ3hnhiGh(@_n(Iucf&!%p(5H%^%ru%5!Blt>T1G>SXP}r zE3Lyzdefh z{j&|kSt%t~N%&9NB++}C+*{pbDLi3nR{h-k6{Z^^j%yzZz)Nw&=g_hX{icaM0uU)Dx!ym*D+3e7=}aqVpSeY_hc$NS>o{3^4db zzYmI2F;z1tn@NOQIiYjfnP+JGjVUG~NC#mn-x~DvV%GGr#C59;ZMXMTT!X^D+8elk z(ZRP6V5N|^2qnP4q%nlkB5>7sehJ-;oF=3x&__UVq4RV|G;bY%{vEZ$$R{=6o)AGw zxD7nG2O!kTYVZ`DRjIrhD)^zcGDMJr?9E0eg#bacQ-#z#Bd-uET}icwp^g!4{OdDiV`dkpJBgs9~L^&Y0pGQy_SJ(Mgi1L8l)4-0Gvo3 z0cVoMM#HDS2OYop8nC6Shj1W<)P+m7 zMHjuEqb@UF%AKBADt8f1)C&+|*u~;yvL!7@hh$sCaS|*Zn*#pR)xCIsueQ1#v%Swd zjjXU(Mg{CXIT??+QbFq5y*UiWlO_a7sFy-5=JJR@+F!Y3T2@7@|B(^?Nhd`!-*beP z6E<5<}vqxlTZ2gciaM@Iz zK6NRi7Vx3ElHSM{uzo(rdVuSB0f*sqtq5f^j@uX)lKo^N95P70c>+heG|Y5T7eC9Yt2njhd%W|~ zK}80MO6Ecwv7aeM32qrphg@BSpfHle#%gL&OmZ&A{WS2SDUal9+Nmj**nm8k#t+i3 zc+yBzO%mqfCda!e^<82w*>xcrVqAw<7szvvEEJ(>X7&O=9Od?1d}z~*lKu2#SYoRZ z!ugl`SL#>o_fr7>cMWZf7_*mP2L>rQ0Wn#T##gBxDs>rD4|b&KW+VBCzpJce-oEGL zVDDyjSt#|X%|_FQfz~SNRtN)Cj`L#x8){F!n9Miy`n3eN#uSZgSa;2iC|)u&BR0-r zYA76I{?*DjoTXM{M5vUQ@dNTE>Fu@;Noa5)ZRPq*uq^_Ko7xmYSuu$qVi0#JO@S|C zuH`$xMV}uI%uwv?Iej<;Kf|9#c2|;X|K$D^U)m6zh7De-b|?moS~Ln9HHFaj6jYkJ zObW$WcZGt*N5J;;yGvE{fjJW|q)Au}qx5QmccT%cf2lNfDaH2y8_8lVJsPfUf+ClJ zJ0Q#AUp=tD7=e!Fw}m}i)m3z?<#!iOY}m_Wjc_TEhkkYDb+ng82+d9ulO=}HxL{Xf z$O&0HX?*+rnpV8W)S$@R=Cpyu57ym4jR>gFDYd0T=e7KW>k~LxV%J@IPF+W-J=s5K zz8d598M>7DG`2J*=8Ha)HH5FP+wIZ&lfN_56g0YlWU+1~k%ZSsr}c3P-C>>?FFHmf zD9CBfX`+`&57rA%FpD>3Rm~l7yH!F7PP-;Kt~QH+$%ZIcFwO&f zP3va*pWb|slCraV1X-3m{cHnrTi+=uh_w9w^hE9cxK%PzIN48g= zq*9^!NBj3KAeo11K_tSA=?oQ8X+}5HMBKcillcdwYO8$FWaOvl+g&fzi&IW75=9I~ zK{L1hP0&Vy_9I=VU#FZjAu*A^r}m72xGh%$N1EaNTGqJ8+55^dgY+X#FL%^aknKHx z8osx2Vqcruq`iOQkcKEoY;-6n3f@JvEXYhlorBL3f|aw&?O0f(F2sHeLr4OB73jFl z)M?wN<*2VLC0~#-+nKI6JOpW`2y0X654x6BSnp2Rb{v!GxraLeP)-?clBTwI+4jzR z&B1T~Wof*_K`i#l5mS!(T>gt2`4yfmpGR>gy{mSW|5&DgLx*fsz3t#o$+h%Do;t)R z0p2|y@0;3c;-yo&=LzvYwX8bJ4x90Nh*Ct_vw=wim<8EUgB;O!5YXGJi zT;ai?g5&SukHGynYa(pUJiGc5U|obneD!I6jhDZ{0F2S`G8*awR;yEj#e8J;_^D)v zk*5(OTlk>#l^WT!Xj5Je1RXquF`doRN?zq)d(0MP`GG!i^M%c>^S0_sLxH4rT5QBH z@DzxiHSU3-|7y^W=)-FM6-ef8d@KLnIiIGWTssnb#;UzlUCsL`6%V>Vojp((%Z6L< zEV1W~r(|s>jju22Ba`8XM8JXcp_%WH#adOqRQnqHv$cB41+d4U>>tPFP1PVcnJD%UI6czjln5N8QqQ}^YnSl8QalRz z&1b5x!=o3^l^wv*#5Nla0PVqwQ<4$ zlA9PBEocd}Q+DfYbPedfxj`uBNc5{Nu?ha@fg;Kb4ilvl@HA2}X=EOLPC2ZRU}i56 z%7!IUJx-kyQga6^oRj6VlD zSM|J1|eiNjU#eX`#2$pB$WjF1_p66LeNEW9cZ^Ng8W#ySKCBM2pIuZE?(?5U-@*;r zC&$uws0LawX<-OGGv6aLWo$EC&Z8kc2OndMeAW6@A~aF!6xdXeCdx6KOU6SSNwOt3 z1NEJhPq>B*1Qf!!KLK*XH8FR8FBA>OVQw)KVU~j*mi;uz{?4qc9I%oyzmJpGsD6cv zMz_|zQuIPsdN|s6*u-&;YMf>myDqEE83~oN0vF`VmMS_TM}_5u*7I<5$U-&HQtZtu zDda;jWD()&__!#?2g~2KYqHzV)ZN<8(|+Nv!{IrHw$*yDt+L_v>wW!2J5bPaKs-K- zV40}@+fA>Q6zVtg3r}rB8T+_NWgy8_@_pMi4wVHg8o#m?i0OrCJ=J5V`&(}BCmYV$ zdr7m{9HCB}*a{D3U85eA4ZJPi2Bnb|wQLk58cm@Qw)FRVONrJ|65<1H#fFc5uMsp6 zz#7->i(ftVqyFYKURB$jE^L31iP+n!-{*N3pn!{e3I4NX(v4!%Yc%s^IVd-Kfkz() z|BC-$g38#-NldiMB33-F(`4wv`*~B|zGj*oG#M8LQ<+}hlcemJu8(P+NIE0&T22b4 zh}_l!_YP5hY);)~o{}&=BYyk3UsjK8`ShJ8+7%V>GubzFnAw`t3#p#RT*@gFqM<(O zp~*WperQoW@Cz<~68`_?2U=BA5v)+f4wykINZ%jRm=0q-UhZ#3xgcjdgma2l%V$s5 zeoD~Oc=P3eW_C&Q_9Opg(o|g|XoUrne}dWP3*n(JqYMW9wpYI4a!jBkzur;SqmBFy zsrD-$e2&PU;c@{}*eV^u(!s^_+(nw_grnCXuSGio#ODP-m=|(0A$4%ps&TCiHK^9H zuB3;wL_GP@hNfrZO}F#I8MtZak3p-I_)4(@@`RCiyypUOyA`^TV!v3u?f_;Sc;{2n zqdoh8I;mgsJx38>qAdQ2mTazvSUy0*X$WQI{SR~Lw!4Jic88UZypbJHBY{a`PC7=S z1GMgJd1)N^nB9l@QtcSaZW?s-nHwP)o@=%gT@>2hF1zL2W)x+%qdl5v8BB7XQ5g}-M$!ru@k?lHRpt{>a zdL$H!WYiC;2I@44+|rxIl%FIg)U%eNX9Vz&AYry%-LnM--k06{CR^A+@70>232D{4 zgRX}^jAH9V{#s>Z|DUdABR4eFkdIuXS9@b;x3Bt9V7>Gqv$U10KS0<~MkdHq`6njq z<-{6d*c^%u*>$ie3o|Y;9PTkb*%rS)FITS-`E+ETRNoGs0M9Xw2Gp)lJg5~RJ6}@I zVtncQ4yYAzZX^MXj6~*PwoDfLIV)hNw)QYO0);#q78DBWSK$=@@a{<;X><=C> zDI)~m57;Dw2E6PtVI{N9OP0&}O6mvXpM3j@W+%tdTAOr}(l5%p#amNm+^Dz}9JqV<5Knlji}&eCqS(gJZMdt1|Tp$yx2`CGM)dn zuOpca+e~rhWJ4>jg|Ko)FprmD(kP$JsA&#;ek0=vk^K@nrEMjK3NE)8WleC~%zRQe z#o5Ap4kSdz~Irul60cfVh1R;C)$ih#q#|%R`i^EZv2YU*&I`!&rH(yQYn}h(WYh#)xarGtc%h}e#Xw*G&Tf2>p(Bg2e z&)7&}!%(jAiLx;AJ)5MSzS*|P9^#g9Aekj&pBWD=&|eQ!j_M5|ng1+k>aR}Wm}M*9 z;n#Q!K-aKsy$^#X!L>FDvvbgO3|6KO8ydxi@Jy(~Gzb5zss*(-;#9lERgnsq_{_}^ zANfb@lr|^a2&9_avI49i_Ip z!@Gl+1(V?=Xxs}73Q(zOPH3RlSAM+g_zpaR;drCKzYKSn;H&)UX7E9|S@Hr1Fs`c~ zJHNH~-W@d`On-a}rrqBRD1F|Zd%Dhr$)QvcZ;bJ?efFzrviAaaCM#p7iroRq4OF*c z+Q1ziwRJC9Il2jr>K#fmVzu zHK$lI;DMk-p$x~&(0BkPG>3}%vBX^X2!67P;b>j1l1?WTTJ|nz9O2`RK8?80>!f98 z(o$Gk1Jmp}qWXS6YB!r>na-v!UY?w*_ae)9*1Q|OMqIg#GiNF%+O>96yt)i>6;!pc z(xv>qiErQ>=a~{;-1IjQ=~5NKa|E$5US{r^{`(GhG+nTl#$2(7eOcZ1VUq~5JxvO6 zE^T~r*seId6`fqYPlzA2Uy7!`3>n<{Qp_*&_LC6(<~nn`LBa73y@hFe*@g1!^kIE~%TwP->0TGUO`O|qvRwIGw9;B7Br3#2(+)wW zsL7WJd?Ati_GlV&AcAi#lYypK%}=^AmYqMpMnV|oNT#$1qNVb>I+a|$-h|1H*bwLo ze4ji7PR(+E7D%0^VXHQ3V^wmL^kw4oTzMJTficV5$QvMnnGhtEI^r(4Ax+ZpQv}* zze?~fx48xFqp`i8a|2KWTAenjC^(4x`m?dSAscm>rB$# zTvKlErW4ZGR)U);5clbW)&0S`Fc`RMq4H7aOx%m&3;_yrRb&3Mp zq~M6De;mUjf&i3LS{noEB4@e&O4~F&f@O+H_+2!V9`YB=yxuVbC1FZ&=<(lbM!0#b zHhGCgL_LQOZoo@dOme8%2^Vf-TfJH)kB{DBu8Vh|U6EkbP9y0I6E}WLMkR9%F^UEj z`_Ek*^D)vP!6An7xOmp1p!Y~)a1%QgW(uKYJDsCncy`Clm;J3rF`q8Q;gF!kiS7;v9#Izg0qL>9`#HY>iEF@<)AUq{7XZ`qh{JRsoiAl6&jWj?mb zQpeEMZuM_C`k|59m36K5ziqGQ&kYF^X70MrJp1j^%RB|ohk#7CCh5tE*YPM>Y+__k zA_EzAaiH){7bCFPg(GU>cKP9p$xCLF#V%Mx78}bwv3#=_G{ITFe!gAB+iZz^fB9Fr zg^%;xwu7;D_MGNP&Sb}x`eMauuKfP-+hu|dMjO-ej>bfOH4``aLak~PW_d@u_YRqJ4DIYW>}1Xt{fNjQ#7{vOJj z0NG<(q5EGDbm`(*)~0#%1UdSUg$L*eMhJovDF^S`&#(DX0u|pj)^!bawQtkt&#QGE zu|Oxdz!+VW*oTItz=f>YBnl$l+Yb*$toQ$drNL@GUwt0A(Ti;_+KIH+>}-JM!)&A6 zt-3R0K>N*HB04^gQl+;?pV@!&pURrgd?m?`LdLKra!dtfhlh+AkYyEoFuut zQtL$hC5Tkz|C#4u`AI?-KFILGtdn;uM_p4fQ{HFcXRjNg`g;W>bEO~jaqygw+9Wv9 zUeXCMy2J>q@$BBc)898+gDG6nd@ zWJox)UFneG9#FW|g(W5tpWf0sX6xMPSiS2ADHGt)zXyVyPd;1e34Hzhc6oWPsa>s% zGZ!aS>%(lIYWYYTJpmE_>weT)Wq>DhhM>}^w-@o?eF&gV9b5g5hL zBSaX`)eGeufU%ez8p^T!Lq*A#Lye!60Lu);^;3!uRO~Wi3*CSBqv(npE1Ei6%jOhd z`^2D@wwZLoiuQNn`{)3kKq`ErJ4fk%mB5OH;&R|umv#rY?g8p0lvMJd))=jO|Fn|j zz07qzDF;=)SW3t!nOrme%xd7ggRp6w7=IB3JN|<|K7YTg>G1P_tz4oVf0;;22>40)q$%{5ee$A=~OW{uHA8P;Tyt>fp%9! z?~(WqD}tYp=qVtZN|>VvZO(f7y!Pt%JJx7sPaJDrUqdM^>H2={S0a){EW{M{%N73= zi^0AG2S=^_CeI@@Ha;^GWsBePev|MF>k~;Tc600Rl(S(VId0cysP{6PaZOv%O(ztw z7A1!2qH437IYO#!&fA?cdUAHx=i!;AKuroApe{}o1dZF^2@XxzL9i{X4i=Pw-P_!v zd(my$t$^-%FWN22IF3@35|v|u7Yq#a6~DFC+pAxsz*BaZ-+WrhJ$LtVJ9+z1r_kdg1r;eyAVY z@Hs)cKZ0p~KWv(?eDiDDm(SvSIu|C~;3~QYVPgmpi|!M{bD7?}MYH3k58ct{Zo+Xt zpXOT$s<%URn+RuOZDJd*;}>#w&ks|Xt9b-nj;R+I=xF;b(N;yoE8ww!6v?A+@L04e zWeWL1A)p^*ip;)}dOPTJJO5ogv97AP{mygNoiY*rqHINgsE0h$(C#XsknSX-Xg028 zO1hHaTHms$ty3#zEShGMjJRiQBH6#00tD&%S2(;1gJ>Y>D6(1>*ZIlnNw7~jNyaw% z$2toJHD1G%6>up_rxN+muutEH7S8UCb&-wv|@h z`h$h6R30ycU(fv0dyYySLNziWWP;}FXE;-HqwrU}v-X}HcCk#sxxuy8GJJZ1)gyK*Oa2l`rVp2?xQ2G;p)p66!iT`v zqWd-XF-o-*B80r|t!Y8QY~(9X zx1^nyKaodF3z+`06pydnMJ5b5dGAMp|HL0OfwYYhUhmc)JuMCxs9ZUHHh)l?7%#F7 zfPRMkw?Ph@m^}h;Zl>QMtuvDkyZ6VE$>^|Lu|OEp0_LwFZ}w6G%|r8Ip%3>R;%#3# zF%d2an($bR&ASMCm_Ra2GBNtAu36oIqqT%A^as)YdYoRFWomFsk(X_A?j7GcNCq!>f@r98@bep0VhxsLkUF@N_MW6+G*B=^F&?d5U2aF@Y&0CD!SMZb@OfcfwRyJi%6C54g(cwLY_e@idP;=+-#Sq7I#CJ!La|b7hsKVvLMj2VK zfw>(}aGLJv;LFxZb7xi`+A;WD56u*)<-;|bP4(%lIbK9B;>jnF5i57~z`yts4`+=L zS9eD_Cz`Yl*!=_j^-^ex6mI*4^lGw*qO*WO{vNx&Z$zWy-Xk3WDz5cM-a%!DR{2Zc ztUMg3g=0=<3wVn7LwtY$Q1L^iT}PFe$W1uyXUD!8>!i@cuE4I(`wtv5Zg9R|D)B0R z`qUeHmv&R_MGbdraW~&NS2w%4(Nd$e4W!lf#Iwn&HZgYCA1L2slUp#mRm@n`h=oPr6WN~5 zy!Uo`6C?Tt z5|(|sc%f6_l9HGT(m{9plU`Z|TZU{AM*oPUz3gU+oKm@q4ZB*%kf^mxGKYDXR-mAd zGoz`2u{{H%k99HTYT@VkV~>JC_x$(XbFnc?h~E7^SX7u51cP^zao>2*+4QDX=N>Wk<~#mm*HcIP z%~kHfyVurOZ>E0VE6__U1y8%Bu~};m3jw^MVop5xjUlM`m)}$}-+PSB4^d;Lk2PuT zy&hK7IyQy;yz8B0yIm_P9q!**4Lybf_%*x-(eP`tcW*Sb_pR4@koGz*) zeECXal+a8FB%dKd5CvJ3LPVGN&f@AQI7x8Hy>YLbY*X9!NQ!d!tO?WFmAY8iY*iw) zT(hJNqX}aVQB~xzsrY2H$7<(c(v+e}#zH1GhwJ32pt1+vgFabAHU9pk@JV4Ri!pJM zigVjZYo;jad5q4p^S((jedbTIfl;C{riEKUY-T+ZUBON&?)_i}#)Jo#W)b|x0<7i~ zOFp@iYI+JzR@Z8v-VWK18TeNdgWlrleH^5x60x?GgM_0_XfL(*`Y9q2-_JIp zIRhSvYjh%jjFv{-?oPeW7t}+RxIH~x0h;4wyZPWCjxkYVE(01inoIk^k`Ujeb{cS|@Ehf*#?UjIO z7)^A`(zy#_`%df=pUj$YXfHs#{_ z=!Igv2aOW#Xp{p>@JSRCizPx#3Z!!BFgABPo4~kTG&Kq|7iZuj4{f=Baj2+{gQN$o zmvs!mtfH$XzLFH7>QR+sHlG$uAaHkzoTPPegQZP*9l#^FLO zTP%){PG-en7mTHcxNL&!#9x0RuV@BHjUWLXgpdY%*$ z<$?tFPm(DVGY`@JYS%A?<6;#SpY3{8kQt{DcFpBQ_}=qtps)GIN6*U-vtYXdMX#i; zmW6LwhWl_>M;q!1NEAh*>WMLYMz2olXwxMt>!tz&ZB7E@0|p};Z^nU52fmXe;}gzY zJP7Pjr4`>e4~*U?qT?O0Jav-25aQvGFOUPp77oVqwg$Idb|6W@AMz12a3u4akp=L| zb81L%!WOU3PMc;*k~)`4mTtpdu8!(55~rc)5k1=5H+P$cik?pk=*gfEMQ=ko(10alE?|GkG2ad^Ahv;a7Xwaaq;D3`N=xyF{rin4$28rtFcc+p9z}ll z|B8~%<>YTy3fQ98P%*vDi$}wN?BVJIsQJvAYYeq8oVp{INn@pQu#O|Wv)H1EwM-Yc z6Q%H&gMKWN2~@9ypLZkRZOVmITJudrE@6T2Ul|fK@gekxu4H4N>jg~|%%h0}79sH! z;nDJU6gxR&?d3l6kQZjw+M1@Jbvx_@XpcrJc@cHfbMQP`+M~wYp0m`>45w8&agPA{ z4o+u&A^FekqAO_%n4h}V$DaGw00~wubV&(@_!2yZr!9H!+-QE*)ZE{`@4HsOtdO?t z>5#XCnDLx+_@|L}Vf~V4UNzV*m=9x#5hxqGH2X?In$7p7zrz_}i+8@%0xpg_uu4Lv zu<5d|Ha4^>T<|LW|6_stHjtpYk&6 zOdTV6?GN|gig%FI{1mRakbFfTZo0aoTWv(-;agRHW$yfn_;rh+qN?BhHJ=I?7_;@l zE9G;9KkL_i*`RT|X~3u|VmeBoEr;d}v&JMdXG-z!GE_`!BElh8qmRdiwWo)!!$xt- z8P;N0vd3Y2_?uPdsou@i;{|zI9hVR_~r~l01#2DKM~z&<+;f+RKkLC1oGwC zZY!qY&)s~$?&0Xh_ZIsNTo;wOHil=*xzFz?S1IbtIif~(A{2YlBkDHxF=)wHI>hW1;(>iV3$hYTh!v< zFIt8F9in3=Y*GA01?QQk_8V2Zi3)|tQpOBNLEmQGSjfVrwKpy6o(uWrGYRT`ahie3 z!kR=wO=xMAUBu{Dl>{}U2}axi)uN27kQlA*-Hm(#Oee^9TQxK>=#mFgXdwg7hhz2f zrnCa$_bTB-n8Nh+A92CRC3W?I6~b8Xej8oc#`G@BEPl#G&8x3Jt|oml?XWh7NZ{p_ ztARYE?c6*f*{9dV8A0^KiQf6UHz)78R2_v<22rn0*cKkZ1%xcT@w-9uguj11!)b|2 zRMHAHF&y(#Fp0=6$3>4F*=(o8Tc!vv=!k!+Z0c)w@_g)0>Cj$gi$-QtcVE5(~i!y*6h~p-rPMF|>xCF}<_c%p4{x ztrapTYYn(j$ok%zqr|!yi|JX#5YXGe8kYS_wf!E-V<`LSJ(qo!?VGPjua12%j3-%b z!yEHxepdhewxn}{b+aV@`27Y;z-%KyecY2Th?~I68@$GNP_jq)JMxt;fJl`rCiHlj z{&M$7a_Xxo$rn7(C_tAqwdp06{fdXyXk=Ma?(Mau$Zd5ONHhXh&0pgd`6v;B zNZ}c;mLuhM3oo7_HT8c_$4^mveo%?^y$`^B2`2xU&}JV=&QWgnqO>cUGpiGufyJYt zU*q!9Co7fDexZI$*Jqsfd7Q+iz$%OWMl0NPQ^8(u1 zd;OXAK1#0oSWr+(FO2Je2ggxvR_xTs^&)my33cB=; zivWep<-6tPztK2JI6=8bGhasRHzH!ONGOLaC*#|a=S55-|GU%lF8?%Z6qKId?6O?-HQD9%A54vJ|3M{!< z0t@0UAAs*OY^tm+;^{_$phem5YcDkoFAklEIiaS4L>QkDKe8IcXfJI`muEw~Eg~=? zy)twMMLMa(QdX>?%$0~5wZIlbrJ#OCP@qK@f*iI7^Kq z9p0Ix+tF^zZ=FpCXn>{XHDNBNL{@KtkLv9;59Mo(ZaWxMY(_=Z0&?-em%NUkCF3rE z3yv>B52jKp>19o8N&xi5*GSerZcW z#DVN-zs5C13k6*^u&E5+wn(GQz~i|FSTNgTRxXa+X~OGp;9U6QKGq>rhorV72;F4{ z50h*Uxs#%oi-$vuJMV50#Og@T3N$DrGErPEW`I0lz!eT#w;+;#@$hlg*6Z)=&Lq@yn6VfLl1*b+lPN)$gIq<4U zhAF^(2iq*voWpDQdkfvx*yikyvYJ6AFzhTKAFh7HHtVZ*~bHtJwImZn4>LX?Na? zLblkbKS7;cnDHPTg5M4s;UakZU6hmtq$r~+f=9mD-XB4mayCm>$H?O~Vd>%sFM-AE znO}-Y>NF4lRwaq5DjeL!`h-|LtnaK@PKh}XyVtn~o%(j8Kr;i;Yd`ZYB`Lxy~Z3E-RC6_foXp?>?;y4{U&?7$dKXc>a6cit79|BmLlB+vc64#y)m zg-k3{7V(jnz=rf;#*zPQ0g>kWmvomCIGx^NuRNz&8FHCUD@A`|2lmkXskv_!swk|$ z^iosAqz;qMAu3V;{%UVbg^dO)x^c6ESq{zwLTv+Y%*ktVl3HgsUd-p)l5LX(5}nR+ z)$MrP5X(XV#WTu)e`z^zbz6GsYJk75yHrI*0TVKi0WLP_;HN;zEG}&;CgPJ(eI;6e zwq>i`55FYIm1`L(d(-T%@VCAVS^{Xy4DbXipp)3HH@V?ECZ^7_a;lII>Y+GWim0w1 z32=Mvt|}|=J8o@LE;_mYxM}=mKbQtF?f|ZGb@8+b+@i?G-Ah;}Y1awdjesQ>rr`YRd5s-_p_ zC9~c2jHrY}_@JuMkpMm@nrFY8UrI_lo!-H8e|@xF+3|lh+**&q3`_Q4&*jOva0?{t z9m*u7iq#={(zeDO3;w+%{bAkYtmP8cbtDvw8JnTt|D#dAqeJrVk8Dm4Hj>>Sc46lh zT7KXlQ=+O4zO<7m*A$qxnMe0-X@uoxLd;E2D5I^Mcz5EyqPzTp`HyG+zX{2KEm|*k zA4zxyk_~cPS6d+JLvowr?-UEDxB&*OlObp9mPa($@Y*8`bBl zkzU%f%dbmEMx1+H}a~e0wTVk@mfYr92%Sgp7`k=PK_PVugd!w24u0} zJ%l`cdEITg-N{~>wLnhlijfX4-PL)iq*E*s(4YKVbzICME*(vCXHCig+EdE^{HZJ1 z1=r*%1^g2_M}RB~8&`hVL~|pS$W(+T80|oLJnSyw67d~#cTk|_+AJ7V8YoVUg|Y1C zT4W{6ctI6t*?QHS2ZMT=uP!t88>}WSK(l3itaPH82q@~B9zyc6&3#}5ijztm{#Gtazsh}sS_G||N1l!q z);v-lr$LIa1GHOiSjd_GbJhuP|9`Vi05jz6&o0pbRghh%z|TMaU7dFTM!)?z)>-Ci zfjznkt0y`X-=;6*&F817N%!%Kd@(@hdC5`co zZB=MyVEe@+jxy0>5RF#?GQVc3NdvwrSV%xtR28jCsxrN5j4YAGp(@S&5rwoR+v}Zg z!w$|=dz9d4#(hm>>$j_qwJ3?@guytWeud-lW^?#{B$NI@UmlLf*AWP5E9XX}7VC3% z?l#SX<+L!tI?jW*`uG1u)j0)68gT16wmHdUV%x?fnM`ckPA0Z(+qP|+9ox3e)BisE z)Y&3JF_!=wwr~48X`-MsTCLmc@XO~58pN#1Bg@rdn7toc^b*$wx zLnP4fm6G7X)sv(^E>q~DLGIzowYQ7lP=FLjE=llLR#pTI0<34%P@Y`xd23Rsn9@Cc zX@eaOYLf~?U8ajfo@1j2oHnT?`{^kLMMt`6N@^)RjlhPJk5v%?xu3N$CWO-Hr<{0= z9}=h3)_Y&aT9h&lTBq=DbfC!d0WDTFd*Q>prhlx!s@Zn$6{~l^-!0sXouVZzD4uMS z(VWw$>DopAB&k{WI_CRMCdy8Wxxv{P@7>yyN^v|&Q`wS|E$*=F0$!X8kCRuJ?=XMTu&?fy^U|d+fYh^@66IAx_5G+!B47#Xg-}Gd1$lHg~@@h z;LS22Rd(*2BP6ekPWn;nP^{AkMrEpaS`abmMBI2;Hp_s?Q%JoMYq<)}1=XNiW*qi3 z!S3|c@qv%{$<(deDhW1Sq?-MtIP_0TZ!JmqbtiTA9SeooftG28ksOliLn$xV9UiKO z4(hDx>52jKKwkmOrB78pX@1)E;I(oFd7-d zbqUT^mwr+-g{oA-O@Hm-Tk-YD4@Flu6Q_+qIy^Dd6|b^v{olnjELO1S zHN3V?Y+*^Q`KXHzSJ{%W<@6E%?je0a+ z*Mz>g>+0eH5X%gV{Te&;%HC4QiLSJXap4@&RsV9ja%NFPYi?R^)27ZG+?B{ir)Vd)&dGc@3!T2-Hb83B)H#kYcYUDo%EYpO`YUDtEqhV(aXR{Z_a&WUAn6QlqlRyw-|4v^kPFvb#Jl8ej^S|c^Okmejs1@lO?EVcTN#8{Tg6H2B~D|9S4 z`Isph2HsdQ(RXUIh;n-WStL-jCu74so`#*nQWn=ly5?jTiWr?wVQ;G$Ag1M|H}gwj zmt^HdD%1`=dEIZTQ?wv6;OkF+fh!-N{Kjkev`-XkI|I7S};PB<;d7TMe8 z&^MY9;fyuL0}Tq9)QR0x5;CI>ER8z1NR8;HoL;ZWN;Xhw#B`PV_(&yov*QK0+36;( z$y07V`4*t43L-<*1_^Sj=f+Bq5Tg$3dMfmPswCc8H3#sX4u3cqFd31;%~BHM3I_^t z4(;Qj*e~_-`Gy;1Tg+aYdorwZUh#!S$TR7}l#U_jli6Ri1pL8Fi6pVr`pL)a_1mTd zT`z)9qpL|Qqs>;}pv215v;wdlEzUbFz9m{zl%i8Frd zR}SjV7bRd)@iHk#q7JCxL=%a-eaRL79rscAN{CoK0(4$u_v(nS4Q7;KsN-MTr@B^A zk{?`152-I$o#wK^q9s*xai?a++`M5}tKCV6zlAoBUiAEYYGmpLZCwo`Ca7ctY$A|| z3rDu^^;K{n>0wJasTi5Kj6V3Uo1B`}y#*qM+C{3)c8ljjP5-nFgMfm7i2o5(vJI79 zW7(kUQ6~mAIXqyu;$Lxm#`rvyyZ1{{@a|ng9o?wBGpi3J!=T)? zqFQa+x=;*TE};kJpDfNw(;U4(7Zio3b%vG|5tXR$W7hSrMu%E?2>Rj~MVmN>8O;@b zx$|X_wI9Mi|IX!}cKeGa+*_6hHi4KRP`D>X#3>LDspr;fGNaf^d({C7)E;L}Pcl(h z+sd6`Y_$3ZqP(DrkGG$}#vl5-LNRKN)iR$#CDh^&xaI>1g8V~OrD-<6$$$jK3I)Pq znn0zo93D*XX3_nP^nF*a`PEEK2fT8*Q~KWvd|5FqUYSq7Pp{)#sdb1qI{Jk>c_vKG zy^|NLO~g08vuyW%ziAw}TmJnhhmRX2NKYtI0lI)>awHB2VA%JWBq#_e8HWK%o zyiGu>1nZ|}6gXg_D6Y#T59GyNr4)I)!*3zrjC3aNgHc)}XaiM#2@#YCYlIv9gKU37 zSRZMNJfvBn{JR)hFBd%R;y#5=F^WbTJ57=Zx+5+?d(`Ug1pXN$+W{l8H)-SR; zEzJ*kuUp+wnLWGU^VJ?BT-%2q#R-x+Kd;=j)2_4Z^rS%O`u;w3?*Ulq2{!Bjge^X| z=5x@Z6}$OUg7hzwc9pK`=cATX6C~<4Cleibnl?Zi_PoWo%}gI=J*ZTE&0!AR-*M?+ z{b$2u1Px_xm^9QXBHzYST}kn;Wy$XL^m(0mq~E$*WTtKpM`RQn0DiNX1cz1Tomxg} zvji&pXwqU?`fxF-*T;V`DNWR@K@jf^@s;4PlJ&)ZrNjt-u<|{b@->q~(v)NTyLxba zRtQ?_)mPd%zQb$Y?lgH32WdlajrW$6E0{pLb<*Q}k$x87j0<`HJ=Som6_v#4>0c zM_N}^dVJo*mqV2-&E|#u zO*RcGW0Dd17z`)}Mi}DIN0q!va`(qp)XpQ>s?&-z95I(dFiIt`FPel{1Gm73He5+3 zcp|+S{)ce{Y=G2n3N}M-daQjj#THPJh9h=IpOq;YC z^H4pMv<^; z`y{0$7^Fcz2{0eD#vRikYhR^WeC>71lG2gl@GmzU8yaDH0SgpPU}9mWlzV{&DOpLa z8vF0`@juCuzfNIP_}aU;>6-}3XJ&h|4Cr?BVI^VIXp;ScqK4I1x|##xVjfn&SdM^b zP&r!ZPigm9w5=9CV4=fJSkljsI6-Y&A}mz(y{lAI*T8{jv`!!TZuL&+4`ZNQpiLbg zqK7@0^lzyIr5GBdhkT~)+su&;E)b|$n9s!X10b6JA2Tgk2?WUmOE%1xi2H^q4 zDiW1f583r;X@;&SL1R{`LOwYFhiYer)0An{y0-W*)x44|UNrHq3@@Cq&eB{K8uOUxoe7gdVqIdnAKhG%%Yu`8Jg%DkWX13rBn3IA z?r8G?H?;9clEErv?cXJah1Z_+hpHO@|36zqxIZq>=`a>+%2k|t=2oaXZHeFXHI9*w z@GJ%xI^l!Q+kkd!AO*6st)~NzDIjMbfo)VDaQtR4I7IbqNRGb69}^Ja^* z1W=Ry@ELh(e}47uc4?hL(EmeUr!tGrX4_TlT;`9jOCY)mMpRk$2rrd5rdGKy`f&{f z+0Q3ZE(dQ+VXlnaY7}@gJSk1q5tBDwn$KnnL&jgo%L#!|VfX#^w8R2BkshoXMj-z! z9PXD|c}TGSdXTFt3ccF?21<5;*k9{~|CRXr@93Xs)brM(PS1v8@&@k>NKJuK=QTZo zRJ|ir*U?PivXaPQ#)$6FA+nbN=@#=Zv=i!w`aB=>WA^OL0T$Dn#jL;L7qRODBZW};v zfkHMcA8sYib~VRYZG)MmqU&f0#mg;4mp8*uq$(Q4)?hzR9gRH*_=JdSZw5p%k*&w$ zGyL5+CvJ9uP z94(XGNn(14#rW~6fJy>4+ssNEF=cBk4GnQnKLp_`-)y8@?lfjMv~`soXpAb*impH! zeiQU&Sa21pr~B{3!M`Bsq0PX`Y*dAlT!UK1DGiP-9na0{7PWpl2XTNnW6uqSh_gyu z_(*h!sN+XZ<{3s;=ky^_GRzQ#j+N!A{O=_Jjk4h_pm|#!I zZ1tLz0~qbRl#oz7wZljRY)Z^uk6IK2H)^(aLY~yZa_(^2)K2dB{vRQP ze+o{P#KWRITA$J2Qk?l@!eZA!jF@W?S@_?17%2c)ch3-rEqDRB(** zgsCtIKiuYeh34$8zvLd#M*R+LpJ)TkM5UlF+_#&r7w(omrb5x%E*362g|a=ibo-?y zK*-6Gy1zyRci&vTT({^)z%@f#{tB3}RKw=a=3XSZhTU2b2$=`tnual=a)oOupNK7} zmusLjg5S6fay7PkSnJ@;CRfW84fc)wkrnfN)NjRvxD+f3O{$G8J1bYnfLEy9*PtHN zN%L~jIp=3HR$fUN{z{C?fO^#@U^)^6_az=S46++BmJTJPw?-dr9rI9|6Aca-1f@NP zpXn;ywu*PHj%Y()ms+>P{9Lz|F+(N$!>6v!(>>9C^Iea!_ z82LSYR5+|?hQKzTk>jSBqo4i$98#=(bPH}SV-}My#nlt-Z>zg;p@h6sO;NXb2M-)V z)BP48xcLPmHb?zlb|C3U(IRHk{lEA$aG37qqzOB&zgM}?5V)W5Y^=ASw)~(?D|`Gj zny9k$L0!(e#at6=Xdum`HrLZ#+nR-m$?sfvcjjexi5$5 zo5Rgof5KqI5ciNO;L2xWsE&epMs`XkgotrDbbH)GN#9%F=3g?DH-;^sS3d@aEzTO z$JlCCt7TEfWt0!p)0eXKOdH+bA;q;Bk8f3|x3i58jm1D#U#Ji(5&ZyqO-WgZ=Ods2j_+~z^~H_$bR_!hr71I%RLfQ&SMaX<_A6-i*+Yt{ z?~b4GXofDT6+PS)E0DMR5qqiepQy}k72xk^`wM3EoCpLs@ZfSPeWgcrFoAQBX!NX6 zrp~28kp%y0{7w~6!W0+jn*}>SbA$5|Zhh?!EGMVH7?OBPUcX&xdLeu{kgqvL_oLPFTmWRn0L3~eVf+;Yzc)u*v zX@oR6Pg{W`E})4_e=LrN4SK3lkC)Sf@_$|=O? zO8h&Vz6zw2kl`8>Ybm{M`Q@&F#hW^|_1q2+PqjEH2Dg;K1SM;#kZejJ{nW>bBJD8;b*6lY{c8WAr|Th= zR!Zq zvL@}x1-m2V`4EM2b9gORC8EZ z3o&-JVQ2nC5wJaw!2wS~FpeU%l+`Gy%05ZVllG6BR4IP_7v6;{*_obMYKTHr3(=ni zBwhK+UhH9$2t@M%qYJ(^HUcwYc+Kq$Dr*GMaW>j&!gR;nw_rPw--48%5RF;jA<1Gh zI!=jIttI-O)tapjOD@U4B1G0|fR_6?k9yB}GPao!x?7_m6s*0F)N08usxl-P+7W$5 zQ`t5vN#5T}_OF)-e8$JuPu;xl=x~N z1q;{S5Pc1NT+I(}Vcy9!OcdfjR(Oo=7Fqa*LSlScuJauO&0z_2A_8$pjBj7rcL2w? z$J_TG+kajWjG*FHA?7Aitp79TV*Z!)Arw^a>9PFypT(KB^OAYVWou;ZO}Q}ymplp_ zUQebp4CvyLZyvQjVb{GM`W#g|^Z-Otx{Uwsrve9`pw{79M0zU0d?^wPg7Qp~U7NXS z_VQd+PUwb(HqfBr0fbrDb2_(@EkrKCZ<9)CC`%H?dggu zes;VzthUK1B{>x@4sh|_*PO5~_$)5^1CvUy3{!fujtQ%yqDZLIID6d$0Wf0Yh3&aS zM5^iMcnUdT#AH82z#or%vJ_pcT?A>%!!ywZJ59ni*!Ug0p_hN*0nL{MHMBbr7XU1Q zj*hPqOcJT?=2pzgHBRQ#sCRPlj#_x#DI6AZym1jkKGmzSq!nmf*n@R)F~ty=cy%0& zR5GIO&hDR)sayan9)dENn7{x^01nlA8oW}(@rB-)r9!{+dhRkEW_hv&xq8`*s%O{o zJWSZ!K8;cmS$bH?l>HZJOJ^;ydf|E?##m4sZ7>**bwHkh)5pz^H!Yv|AB%RiQfp2j zHEd6}M`xr2r8s*pdZ0i1SX6wW?TM;o|H?zq!mCmCf(__LpY32KFhSI=)V|nmqEN{m z?ppa$+<|I+G=ngS*gJCqh&Rc9z%j;-)(x@bv_J=Ys z^abow*MX@#Tn4IK?#1i?>rg-q&sBZhZm3?9&A*z z&(qPmProU8FZiUvodGAP1?w{r2#a-`Lj|cW%XpBaQ=v0^X*7cc10g7K*Ipd9w4$7D zlv8%Mt*uN7-%x`QX)&Ww9PUjGWz~0gGWb4^S%pQh(A!P>N2%3ROJ2JQbi(i^|F5{% z<8|A2hiq-J#NA>QU`C!&K(|)_8XC^a>cq6Ay zvt`YhMM$gy#d6r0uU#H4<3$43wWe!LFO^$9%fvnlYJLoJ_3>S` z2S4{A^L6{NVJm|#<%v7}vor7Db@O&_*DvHrpDEz@RP)@y}HrxjO4 zR)W%_-&we9N){6<58#t!%yNM{J<}hot1g!ZJu=@5s5k+?87bDr*OnAxMxTnm7$F}B zDbFU+Pqm;YX%V(#rnE#xzp;zw?z{iTZtP=lLPL^dHAiT(~LyBo7`b;`Se_(-(5F0bOMMZ_SAZdeer+ zP5sl2q{qEfPAD0F{G54vWItA{5mb5coSn8w#gGH{3FAc8CBJ1$ap#%|Ioc>YsH*D8 zoe#jV*6YVZr}$rz@4=f1E18MC38V`H14&A86o=l9rck>(IXS9go5%`cpCKp)KlkGk zsAb6@N`gf%%RA_TLK3)vgG?rDHB-?Vm0m|k0XbIIWW~muHjG+Kgv_*k^bZ)M9~I=! zDZ&y+iYL2g$AB+KKfdH?d+W1uR#~CH)PqUtO19Ks!t%ZMt=o}vm20$%#n(ma`xdO2 zLtp%=`{F!9me4yBROVP8^*yFf+ijr-iCI??t(S`xi+Qa5R*EiY$i)A=Z}Y3S7e? z5WQODXZu8uf9~&=X0GPur*d5ZLSSLXsPe*&&+omQcr%gf#9BD{w17HZTE%K7bFzMh zajjU39VxFdl-Zot(HT3mRhF*Fc`GZcn9^-(3C~5d6BhP+kxiWtXY!EKss+E|ysGC^ zuDVkx)sz0V@%iMk6)lxqkkP2JxOfs-`%n(Ed_JIP)kP7Gg^SxIf6>1wB~ZO{xHk#k zGPt@}lDveMy(&LknoSi@YA}Hyx|&t1rk_ZTRHWTk5}eM-kVr;Ix-I5XFaCbfxc>86 zrh-tdq$?Hs=Ts-p^SSvl!w7@$b%}iS0Ts<8@xUHOnuW?wH-&7843qm~Elh#Z%R)X< z7_)+rE95cCd&iLZ{=*t|&Hk6>OOPJBj1y+aYa2kyMuo)EXXVx|-#vMq z8JCdOa#aIYmF=Ntghqj*)OUlfsg74@bmT!ldCC%1IAM->|F%2C^TXTHGf&mK>&EMF zW6pPlGC>}loNNo1m}G8pQ`1O(_+5{zmGW`LPk2w0MTCS$|G3jlcqCvoBgCRVkb*24 zdKkf*z|n};0?a>@{;xL)5yoJ+B2ec4?tSU^VwmGa<{w2$t>R`ruhB-0su0BUsSZ%J!I2(n4@p^VHDj>my7!TvgJ+UWkiQukUg zmHA}M5!g2*s}ZM)dx&)xZXSWpIt6|sHiOw|Gl!5QbLq3|1We@E4Pqu<`bA*!}iNxe(>Jb zr}8F7xajVGPpRw|pO|;RX~=CQzX8tsgG+1cBW*R$qvXO_kuv;cUNP{P_0F@<$I2XX zvX{*Z({uWMO(tuosYiTt=XilOImh+1!+Ewm>PuY!RxyiR3CFYM2au@&I^al#s;#f1 zHINjaRGm3a*^H3 z6vz~@SEiFj4H|LB(;$KCKw~G8MiD5S`{y@FN})8!5CK1Ju3`=Yr?LpM$Gu@^dzZjx z^(l~S8hj8MbR*x#8aD<(n$V5u&5f8A`MrkG&&Md(+QQd^_F$`yb-NO$_%{>h>epQB z&Df94VoJ*q&q7pxSc8@KBaBdUG*RZFC`X6i`7t6SWe>4CF8Gg3QGh6)GIsLV!NX};u1^rBzyM0P6H)digE!v z!TB&J50UC^K4-IPOt!G5xM?`B&%L3*5@Ig*g>ArK(e~HQ9}-c`*>Ue~i#jzHw{fI8 z%g9Tw-(u6u>cQbwO?VR%L5n@lsbG-{1g1$@TY@Z%k>x!5~nXYREmHe7&qQ!q$-1X$Y4AD=YIYMseD*jwi&%uoytySUtJU5LFUh_YNpcLyRP z&hZrY3NsaLeht1e&F=o%zd-VnNc(m+VWAiTsC4=S+Gc-Tt!2VMvn~ZCsbm5_GwfK^ zvdL=Om=GqM4UE*bXp1Ddy6%eTQpTH+6;QleuX2!@8vN}lmDI_{K3FrixRDrj8$LQ2 zzdJ1JfjmZ##nU$BZu0j$WnX9FU`Z&G*Po!+(tO?uxOCIx!){?n-|V-8r=r2Uyfd9p ze$b+ps62A+L|(1GSlZXOaSKqYV>*#zUV%D7Vl6{*5nbIibA>Q`ZSv&ajr>EL&oZMz zw$%@qT9lkb+x=S3;uin8RWFC4Ov>Xx9W{S2f~a9D-f;j;;rj7x5tG8M1Tga?Si3Wv z_PH?ZygjY4`!Xaj-0iY4`0Rt0NFL*fuleU3N7?B$M%yimQ~H`BTYi~`TdQ<~U+DQ7|v|DUftFEbm9YSsv z=(dX`7isH#pVEH5SPnYpCzD=>PYGwhV?$WUi~N~8KJY<`@$~%=rd*KUV=V-yP76FX zc69Z_dVMDq;PkoOGWV$K5MgK^vG0(zmzm+cM`sB$rPKNiy-P>YQk&1U2S3|z;CCg8 z{C>ZlPY1}ct(l%=GZ^M%HwsUBNz%CR!TC>!`Tqj~z6Tf5$))|65hqQ@2r$>^zqAa==pxnsEK+=6LVKe@0 zk(I(NMTRZuHq#2trN8KTSatP%ybS)n+d3%y?V_R?8(bT{4|^5>$8j}2pJXSVhR>yG zuVM+JUG$fW6ZmYdG`PE5YrZT@r;b~+9HAXOu3 zdXl!{-0G+Nu*6pw=oohPQwyd7k?{bTgDLg}cbQHelk0&$yo*yz#DgrF=X#PNW$TSm z`NQW(0<{TF-Odqzma0v7(nE~^29$N5XiG@x@}Zd2A(<1>wq~}m`XEi&D1q!8>c{dH zq1V#E$oXny|2BF9GH15Zp~4M>&*l6n6UDZ76g?L`H@DAP06w4?bJ|k=?;9Bn*mRg? zXEi_I`zd%Obv9OkG1V3Z`N1KdCp0e%wc^WU>ep!vJp?Ta?bWoXYbDBHf*w@A5t=zx zDA+w)h6oGBqN-Vt`MwHI*6g{8o#?Y=xe&nq^C)E10$Q#7=rv1y;8&3An1@hrnS1g- z+2c1M=`jyPi&sngQAM{w1cw?N{@!(q=2Z)EIa~cU?L*aWs%fu77ve<0m;;D31P1E zb>u|4j>vlpdk|;^QO|9qrzll%_fEz$O0T>?Z(9}e}2?R%pCNK^h?Dre+AfR?Ef2a0|2 zW2$~7g1L4E#2=j;?7bfQ0hu_Xx6vnr6wr5*vsPE5qO1DQFXrvhrV$R5m12$`+0SwL z;D37xY#oX{X+m!^tBPA&z0)oE@cLNk_&Wx9iRnavKj`s7`^G|n-C;6eR?u7;%Di5u z-L$2qRk`C#fxL?Hz@Y=*0@Jalq{ZGbo+{)cRAa~|J2}OWibBbvG>zl)deP7G|0};s zKzyuskP&E=5nX`M<)wMGNKlztrF|RqO!T%Ub7-RDPw5Bo@ZepY)N;kzeOk-xbI

+^bfokzkWvoM8!aJRmF z-w6Zc!oaKTzeghMb2HdR-F z@0ZLt6++jCC8nFh71%niYU^oOMB((%qTsM5NcQ4|9;__aG#>?WsMj?AZ9f7F_AjP? zl~3KLtd$`5<{5avfxHorg+K(I_3m_t;21f}LnDNS_JA3Q8?#Eo>$<1pAc*!#h_OKWxCW$CeY;??tCV{D=1)>5_kNeo_?U z-A(0C{9c*gYAzlrMm{R>^`tp#C($drfWU5lQa<{ZZa%WMHp65;qMeWAxsk~_gB7(i z#4ut#w?bAmYX`!u5P5%ul5*7#PLj-@nkE+Wsj+;bnLQp4KYycX3Fx6zvdk zl3d+rNf_qxfRC}-4HZn!O?ZH$e$>QGMH`hmIS#s8A<4>Y~F<6n?nC3@>zg)FyM z*p;X0$6G{B{MRfjR;7gJ0!+Y0!oK&^nkh1np>HMhN(SJlSU@&&_rcz7D@M^?BR!*I z;%8i-tlD*TOH-ZLiXK}D!l|4=M$g}&4|>S<-@0cnYT#G30`Ca%2wpIQN~rdOADN*j z1PT%EYLQGW*VBo??(Wet&Z{$XC77+`4#=yQt_LcQt?!4$TSEo;Y?|ePaI#AxL>Pi$ z0o(E6zGGv3V9&=w4{g-42jGeGYr|XN{o#co4q;UB?3;awwIfe4l3ho)PiGLOLHDdw z52TNAuBnc9B|R49N0(|9 z<^BD!<~pSCP;1L!UvlGc#ojgLc{T518$LUGyTwF|ZAAZs-J-u7qg*o|pzwzuPJ}YW zLd8OqWGhd}kihV9OIc^5wy9=6i9YCDmV&P%-&ojVxy>a4@7DRvxivWeLF$t)qnQku zz_GPw;^;~yWGcWo85?XbB!^dHca)?k&}bXpBFSeFJSRtC;d3S+N8qe$HDwW+X@SbS z!fh*(?ZBRIGsgyaX|9W8$|{*hi`|irId9LK7H!N=3j1d}e%i~CKDTpexSq%M!etf+ z{ze9FnSu97?^l`)L6SiChsF|}+fd;|CYJ#FsRw$hphwQ_1rF=?wTd46E=4cEUwJWv zvRyK?JgRjSp0kN>x*9YA@KqJ?b#XChLq(RISSamsw@;5D7gdl$xyv0ZO$@*K-Qkei zA6Xjuztd$T78&x%Ig^MrJ-4A&HDqdy$q&5FMY~t@DI2zRsfl`;dPjM&!Wi~2^AB{O zsJW$LdBnFt@4zxVM3;%~*pq`!y3KWa^3RT|9A{bpk{hQGnbAq+8vfx+GK!z?bpIM* zN=+p(7V~e8*mNBwQ>|_L>06J(a@Pa85K*4`11ad;HnEYzx@kPNc2So#p@IE|k`Z+b zRoC@8RDMT;NL5<6*(5vj7-?I)lU?#I<&4N>B!w+sITu^5f^kd1 zpDhl{oRX#IBoJ908kgBEcs$Eg%v3WJTJU`K+vxzIx^;=Ub(HWK#gJdJYa8Iv@t z4ad8eRHaureK0w;7E+-+X*}GT4s@(@W?>9M9lN`eVlB$%Uy3i#V&T4#h1zO zsr_g9^^k^NKsABfCR4G2caX}CIL)LkyfVmz9RjmR-%=(i6)<0Xh8dDEWpSsF3lo+# zmiR!md5pV2jg*k}*j3#(;A~Dd9iLCrO901);EEfgu^a!)qm_kRcw}ow*|*Fhy&+dh zU#E-=Bi_M{J7X#T3-}k$I*TSn1i5f=;?K6&_px{SgDIfD&qUL&I0O;$Sv_s%4q70! z_)O2yE9AslN{gA)iBVWMzWNuJXy=F5UzqRXKw0W&C@X<}9qtQ_5pN|I?DCzmChw0iVQRUsC9I^>1d6%FXe0@H( zmlyhORhlnShZ{B~;~Z3g2!3i>(8h2J9fEY0%cuWzLemG2+c+QjwwN60uuHl}{_}Qd zW6;jskA3s-EL}$n7O1V;yKat};=$o?47v#06o@Fvc3jk=ULOnB?1rR4@iQ$<60q3e zH}wAys{c)Q)7p>)J`M#}r`_31G~y-xjr*y|E>&;_j0aiaI`UB8J4T!tV1BV%F7)*$ z*N)7&Q4;JeF(tkJGs%CsRnpk+c@BA<&8WHUa_I!JZJ1sgSqG)3#BP=J`Tu$YHqt-~)*$XDwtqdZUB-C=oiDCn!i`{P5Tr zy5wd9-K9XMwonJ%egwiN+FA`w?(Qst+~ftflB{H<==t68Jx|AYx3{hAJ-Z}CogZ*r zf_*&yl%s^`MQQE2<;DuGu{g|d;aZ(|I|>bbs(H${WFU(6lE2r+;(L!TE-YUISH;>L z)e^fc#FYDBo~;pJS#;W8H*5Hj=liV_?(MiSOGdlaWZd}7pDlCVnOoESUXk8~^kn)G z|II#R_ODSYd`b*HysSj?bJUfC>UjSn=?H6(c*d6-SC`jSWV7ba(&C%1&q~dYJMolN z9woxuDO&;)t9hmIx!{>XK*%=*%6Mb~R$-!6^8p?LYPK=WZ&0x4n9dxsCe(6&T)@LY ztEo%4z(0Ia%c+m_4HhHjM3*tOtHJ$hv)rE|6(6gS*Nk;{vC=Ox)R>)$m0MsD%Gw)dB%-Y)2X zR_+HDc1t#&d5?$sg{04QH!VZ@Pl)9_Hi(}d_n8ZLzPqMsE_bG8A~0a(JFQRw(A?5G z+yaAFg#)V&{vZ05$@j;vO9KOo4ot#CDv>n|Rgd3sF1%o8rM~>hLCOU&njL6JHd;8t za+oS?FjpHHrgn8b^|5G$0ZN#G2EHs8dLUq+L1o}p9xV7A_`WT)Xs$1Y>dGWANi@0) z@lK?lkf}d!E0Er$IE%U+U)z0i=|Q?6#mApkI6;nC-vyI{S6413#vollS)n}N-@cc1 z^u%4ClD-V>igIOA7EbZ6|8by#ePz#_)IoqZhaWPP5jN74)H8E?-R!U6sC)%5Xo;|? z@k-D28Nukuj21LWJ)Wvzg=pCq3$+`9n6D#9N=L9pJez&GqHSel3QLr0X*R_O%92s@ z(wElj#rKnn^tPL&Qy5|1N3iD;5y4`5^fKTWX8CmB9OwUzFMOz3h7^hO$oRE0^7?n{ z*OhUZiGgH~zaA%-VV(&Z7CjM>dKsqY$c!rlGfr_#UDWCD+m&c0(7UP@uxFQTp zSnxqqp5Rr30p1OQ3>ioLWSD#Oek1Q<{~_@E2@Y`6Dl{q)jf#1P_tPrYfDUG_(3H`r z;^{r>G%K^~kX;K^g6czK1=e~dVb#lWb7Fj9i2?=Q7TQ^kW0w$dl<~=*0>OVLh_>!C zx;yJzSbZB z7zlUS{)e#Kyjkp1yAOKVfQQ9|J0%&UqgQuB0@ILtS2UeplKYS(M)C9lQj4?uM&>Hk zRuId@mYh7P#zDI=G$fc7ftqucUEA_<`z)3mx5_1HZfgNXnPWrVu%7((u;yjxMt7D^ z3`dHcWcLlQ+oGE~{xxa>24S}<^eU=~740PV?@4}(ADJz8V;Ao2Mg~T|vOw79;SI3- zOBxuCZqE!|XEvw)aY(Z*ZfM=O{`pAXVp_MtTI>|<$qaR1who_S>f?n~C5to)=m-NC zc}oin9ZH)il)oB0C^)N8*m+S0Q}3)x^Bshbv5Kn_F%W@d;!@Yvq3pcmhS5RNr3=fz zsX&T8_e~ke6*N)K2}-PFslMo#hCWX=-1=^E={gD&3?DL37>7kgF#lz1&F#xu#$bga z?}@1j_oxg{>5-Ly?MluqYyEnqqb623)Wnd46**UfOy$X}*jE$N^T9e2k!WFiI(L8J z(RX62tWNf{e8^&lqXvVtCqg8TR}u zd;9LJ5N&dpX-(t^e%eOX6QU$?vo=&D4&L(17MQmjievPNhZy?u51}C|;V{=~pV>+N zWY2M91u(I}6~n)?;MZi@5bik{FW21k6Z2u$hhaM+gpi%_Z@cO+y|#Yb58BE;--7vw z7H2GPJzd2w10i*umY2sd8a>v^@~^iM-NQvK-41ic-XHljdDPT2xRP0k+2>>O1heLm z_-%n1$+r7>3@(9JVP*cpyrp?CeerKQqv!3!C}8En1-crhEm?m(8iS@M`^3@N!NLUr zJULkpua2p&Y<*PQ41)5}S1!GbEH5xrWImqlIYW+2`vgAr&a|lM`^? z&!tLRs{cRGcEixS>2Z~PTc4mltkZA?UMlpfuFd0BE9#lRa0WMR({Knp05D_vDE-#` zA4PCwrpJ8GLxDI5%pJtfNJr~13}4smWowv~YW}cnD{a-cx^!M1Q&3ISEV>j(BT2@9 zd|alFkt0a|0)5e2+F$*;Bi>x8{76Vg^seLLF@XM#e?`9>2^zevE2A6=PZ+zr8>y#3 ztg*U3nG|l4uWbKms{LJ5B1!j!f1dJT6cPeKj9Xcj#k*EpFEJB`nYrp(iV6#xpmrRh z{5N`RE`Rf5R3k(#6j*b}RKBcbK4YRdffp=M=JB*tkN(z(C%Klc%V9ye0(Cyb2)63` z@)w#*drN&-{c_`6a7{t6b)Gti2Fb=Cz4yQVhl+5?AKFNf7SW5(@jKt_y?YUsI54xh zUK}&Nfg}i)uh>DMFTUHbpU)(+Aqt_~SEK0R2mPW{br^x3x%`Q&WKtt-S9SX0+$T!{ z)t?3A{4BFX^6J9Fg?&W0G4JIaa~`oZMYn0ByLl}>S&f2a&4#_3RW*)c3@tpVdL=p( zhUj-3k2gKb7#`dc?J{f_IB})c2M^r*)|lqNkzwVJ7&2PYk#jfpRiZluLfQnADV(w$ zXxD!Fo^I1sQm8p4Naf@oMbGW{s>emMcmB;ZM7a`6fl}p4DbzzG>W$Jq(+D$~jq?ny z{?PV<$V{<|ww-HSI8ykhOVPWa-tGhKvO>{Ap zSWr%pWg7{0k;|l=rIKWj2i2#cfK8o5qx)F|nOv3a*f=jo`!~;_eG_s2&~P0vI;Tl% zIH;|kfKxaz8$L3)pV0PbyuUhNw;N;nJ(&QRRjH(wAA^7Wn%NJotmZduns|-bdrc`lPNB znjj{YRC;z-p+yIekkR>u((~BOL%o50dW+V{@~Ftp6SE7++nYSL!?Qx(Oz zrxTEUzQ&0;3YcWV1460FlqE$RIrcU0O|%4?=wEXV&FRe)+e&A5z3%CzOK)p(Zu>u3 z%!4xFzn3g-ce(&rHTqPjaiI(=G4K8}7~jY@kQ^kvv4~l2lo&SB+iOH8 z4CJ(Y+%P?BG%E=~O1Dd|cUZt{#MJiz6|If0TGLgUQ<*c9@6EbRmlT{T=EQQpF(;!! z_pVdI?lsGC=d#p$-i3#oQOenix~{ewCvG39>GXs6sA7JJrw}<92nCVvtkGcs2PA6{ zBmk-1bMJ-leGb3kOi72UClv*SpZPMK8c)AoywJrpEIwpHKdhYrA{$;orq#Rn>{KUu zdQyZ92diyjP<7a;N{<{x!`-hb`sC|NY!g zAVaeONI!0K|7xxZNbtrkluo&79IO5UYx(!6d8qwRTv20qe@<{fQql<} zjA?Z-eH*sU)9NA{&PJ!Nu@42#6;fk!a>U1Rkw;^EmzVL}&{X3&=V`50z@IOVKIitK z=XcG!F>$-SHfs8BdjNocNp92QyLg>_yuBXtWD^Dl;Q8N3S#2;3TcIOKD;R|Qe5vs!Y~r|S-R@qi5#BO{(*-oSC|N+ zEUZSZM*im`_om;%ixlLx4}IUrx(Cg>xzggtW=IZS!tMqaD3;1O?}jlN2LyaME7Tpn z!(LI09DKRSlbDlGL0@%X0Cxa>s}NW^Xb`VKddN))6kj=FtWXidbzQ!N!SB;L@1B-U z6n}7aaYdNyAF*2eHjUv1<-$uS7_4~hS9|CPeWd+&Mpgi-MkrncNcIowwRW#?llW_om1HE#1VIt58|#|5RBRgF z#C04=UoF;wRio+dzH)t5P3@?alrPCNix63ji67@Odqc!4L%UV)iYDEeFX5@Uw^YM|iD zL*Ls8m@QM($~P?k>`691a;T$+;Up@B`XM~Y}ni+F;M_> zLJJayYtbO=>%*5_dYl?Av}II-YV!3%)o;WBiXnY)SJN-F3^d=?Kb zTShJpIQ2H8|H_HsvZX8vCM+73*Bzf0+!w9O|9FohP9gd~Y@Jhdq*1%AyOWM>+qNsV zZQHiHW2a-=w$)+9HafPQbad(;=VJf+jB`~rYSc|#)cV%@&N-i{ga(u@<>5=-S6t(E z9zM*TJ>kBd2$%gdg!WRV28Q{ivoXQAzO@{pA(Pi1moRKO%X#}jnx}^6=x3KO z;Z(dpr5CN)wZZFfgo8eE^Gvv|>t9^mjV=xMgu7~mH zc{=Dumqo=fl`W$!a(-|-MPZOYN z-<}zb)qOD<{YU&itP#-r7zF+J*_`tdip^1wL#^z+Tf8OwO*D|Svhc2^CGWUVcRN%l zIs4pL_$$k{E|;5;B)x>oN1I)oxvld-!0pKI>-F}bgC+NJY5|)=tMA^Tw)=X4;#dU* z_AmBvJ7EhdGtkd-sJ80K%qOd{l zn4WHiRBt+Z$fbzjve5LgDCwpGk+uyu3PC1SwFtUt=h@C(f7G&o+Co-*Hp9c~EMO))Rt_drtGlG9e5*jcLqcjKr`l0Y3cL16I;wCU&s&@{G4wee+w?nZ(@GD z)x*4vuntJs{u{(=;-^ooF)NUzEFC|W?LOR=KBG{8!hmgR_~j)-aXoM+<-Hp)8+N%y zc0bz9;feiSho%8P)NQ@!ODO8|5=#2|x?ka+D~O!GjE|~f8jM4sjcz3>!fM#^8#UFM zGB1jtSlO9cN_aq3yX3GTktQgCI5$MUb=sio0g$0`{!}_oiJ^T$PL+g+)SbRcNZ@ z+UQp-{!qU_StH_hu`5*iuC&nuy5ub+^H2RSp4{h_#bbbM8gu9 z;1D7k88(g74M$r$mXCc~aMy>(!klj!5b{AHaWR(Ke=KURX3OQ7+FO&gC1?n<_G7?g z-J>;@cArnV;~tW*6=0JIEmdK2o8XtjT+-Fo{ zCUe38NOa7&L3|CPfOLq{izbjvhhgV16EeY@yZRvtk`7Fq>*amq`g1o=9z7KM!q^;o ze!`}P*y!KYcCfh)(S(!km?IQ%z1i`G%a#6CdHFC0-UbsmDI#sU{nqZ^+S-l09}Z{Y--1Z@?8&5Ae*4*b3%EVhRXPbRW^EZGj#=}K53M_7?u=K?5ErbF3Qw4b+*R`?`X#npH@ zfDr~6z|_C@R~^N7q*dvN170MD#tFVlKinw)2e$jj^AkpWZSX5_DkG22X77n)zjLQU zYM0L%KdPor%!PPi7 z{>G}>xLNMjCrCa#yp~o66Jhj>@C&uz`$eQ}ovJ zN^n5^v?-r+RB}3p4TP4+X62f8W>9_f$DzolnandMjes)moA|C^9e)=aeRP+Z!tuUw z<`dw)MhbEyNgh4prPl0^?{D}2=XDC$V>Rzhh*YlUV#kn1pa~p&oA*1-RlrwtS<+_c zwv)!dVyLqCXcFCQHU~}q3M>U8GGj`AzpL-xKfB%EQ~9heru3)GCf)XR>6$N!s{9w9{vFOqGj(j#h+qG563?sZ)<|SVkmI?QXLGWPOy)ZaSbWR>&-{yx$wRZ~9E(wSCL7ZbA$0 zjios7t9fw!=`Q1Av~cO2{A08v8Jgr|vY#*Q1?XvPSNJot-pCL$6=*ygqBK_&@E862 ztFZ~MnxcIrGeZuKw5}Ghn&H`IuDTZPZA2xie^_Tb?T)>D(f!q=jUaIY>z+coAcN|I z8sUueZAGxZ;5GbRWmpEBf{MuUW0e@NiITIcQk90Hw8+T94mP+#`tk} zpKHOQ*wnrdGk1FC=FNMIYmKXhm4Pj?sIHpAc=Ie0@hbkSZAHC<2Wx+-1?Q>rJEnEX z7&#F7fF*Ga7Y^T^`THrk5La7#e#UZ$~G|#OL|I+B5_KrANgdHNu&b3B5Mdp~R zM}%q&eJT17Mm$wDbIZW)flzM9Vg&l(IfqZKQE~iX<`^WKNYYuo8XFJYZ*iHE8@Ho! zP6!%q{h8l4=&h^58Ye|qTiUJcQyAw=xd=$dcax~@W)2r6WqrO`KgWoQoV=D(u zmPkq8SNQaE(w!pd2&0q1;M~wo;|OKJc}R~uy?7tRkAvhjA~2UqcT%UHp%JNz>iBIT zC4TsdGVhHuW7<#J@2CGMfUBlRhakVH#>k&o0s)Z=HduM8^cY-c}=Ek1(HX32J${7Ja^@~+i2u(-`pvB^_7c?`P~wnwk!+qn>kjvPY_<%bw<3YFrhrikeflKQfYA@x&! z{-$4MII_iLyt!Ow^wG-^JlxB+Lf5i>Sy7A6)}HT21(NKlKup`zxWEi+r^8@A_urfNh*H#Fc%;5tAl$99K_e< zD5Z7N!`SIOYHIhH!|U)_aV#Zxa|+rEg8q4M5Vi}>cJvJ){@HucPA3fQ9UraY3|jkN z&mwZBeq&|{fCoRz^OER z?Xh{H84I#HBat7-eszdZvlE5Yd=)@{eQ9=h^-q*@?rko-B7Zw>&FSy3FH7Su>nv?- zVVb!c8Pi3IJvLf5F}AN?d^Lr~>tdy^L_kHdA%{a$7yiP#iQo7d=-Ya#Z9IqXB7e6& zHhlfJ9{5KrF_82L9#cyV3vBCV>v1GUQXIPXeV#{(n0+A}D9vqa5W}Mm2?5*}yuRGC z#hN_4fMCHT!;Mvr_4PPjS3CBm9^3Ok`pA+ zH~wJza4Tcz4Vd}9UI_+&WLL}E^-(|KwJHVk%Fe37f6Ae}`-S-bj@e#Idzzpzd)xEx zFjm_;n5UeQrVKH@cwEz%d&xx42i~hbQ2*WHI_bS<#Y9-{ce7D|oVmFCt57(tnn24- zkNGxUz|i|c;xovBejcv2%4*isDO|>zKbwF!Dk9V9@Q;}f7bjE= z=ftnM-=7Y|*JM^jNiJ#3O7gcC+7})|Wl4U#_LHku0)rY-)=&+IFpODjEHj~}$^3HDZbmJBSV%8DPKKYjDxNl$#m<<2P%ZItDe-&P) z@p@O>lw$~^1t7gWL-GO%m;>{&g|O+6OU0kH4A3nZU@Yb`h<9lZ0H7r8@na5y-;NQP zMh4H3OgzF7V(pCJG^8uk6*dbSh&s?Zu6eWPU0y)E6g7cY2*Vg<_F`R`y45Ny=fxhE zffQUTvy3*mU|*?*L;y{bSPvVWYE92SmhT^_ka9G4XamBTYC;^%RjMh@i?8%;EvihM zt`|zD-tg$_vR`_vC))(_p>C?dqQETdm%o#$PpzQ211xba8r^5vub9MMjjVXSF#Px) z)za*$)N6K+-LH2GN2Mp@E2$f(88RnoIABSNdGo?#Kgno%9oPxHx{{5c~A%XrM4?p{V zBPfzn{q;56utCG?U4s6FPbPIWA!0iFwb_(~{Lfxxa5JrCBbKiOU!;J>SlTnb&99r%LbV$?QtTc;7K)zq6Rv+$qB|h>w9^L6~E8lfl00tRh96RoVH+urX zYdwp7GourJvY_CUkTsbECS+${xnDa#q7T#84MRIac{D7D`Eafsr)6XSkYaQ17^eshi|y>(QJ zkPdh7f^amxohxSeQSXZXhPZE|GuIah;DvsqhB6a6FsWBb`)*2R){&w1KO{hr&_LP% zCm@&i^&nB^?VU2mXn5KuUY^#iMY9q-0P55`B8aKE=DIVlD)*I~J&XLFAo)fCSGePYDk-9A;3V^L0hSEanD{Jkb|+Xy!)_5SB;#U53uga*Ey7e?`L-H*TO0so7M)#oyFz(;y}3KZj=)=OUc1z<2B50+;oWDwXq_p##ht=z zm#W>jyin-j>kNV@sK&bu+)4s}t|12Bt3^xxgN4pMbmzYe2|1XTN|Y@u;!g|LgAkP> z6$k#@{ct6JcP!0p`9+`kvtytB>kDK+(q$C{AID+}WP3;aJDMN@LO7!+-X;Qd24z))z~n#V?+nX}enUl%?*guPQS z&9!I}z&aMa4d7fe{-gsLmrS<+7NOp?e_XoEuAqp=UmWW2GklmXTNLmC@?PeqoAR%G9VWIanR{t4K z2ma08DF_+qq|C}cqpEVl`VsYW`4;0<;wRHJdwV;=)n#ZO(jQNSpF-3^L(`yK6ge@N z@W@Q^l}0@LnQ5c)JwPzz70Y@&QuYUkLA3% zgBp$XX_MgoT*9qPY8LvIQ0LVPDUd9v++Mg@J_n$>`zr3k*x0upN;r~Sz3q>ew*8q4 zbJ-d;e0y&2B)ZJdy%UPPUJM_PL)i*L7cMkQXm9-7CkQCW)D6mOp(E|?@8(zHvC33vLEi^rBG~eWz-yYx+_`Nm ziYb%?AKaNk~5rM&!J`W=VMCswkOm#k);Hc#@_P) z#=wgv5DxNZ)q|_$k*wafGZW6lz93g-b0`Iuhy6iM{B}QwZZ5GtIu+6p;Nsm{FL0pF zTXk^dC2uM3sFtm7tTyf4A?(-n{K@oDK=cO0%f3vR z`k5D%Pph?1ey@}^c3SgY!4~GmD}IdS5mI?DFd0?Er~}m3DY%_oup`CVYWCKC_GK@M zSW5*;MIA%h88lE2#gSy`i*n8&yoeP47^;`=JSL9z|HdJn58Gc0zv+$~(5#>6Y!oPg zx=dUMb0qO2+QiAAiD?rYuu5eOC#xeG#L-eT(36}fdkmYJ+_15o{Tn_LRdaw1rZ3NL ziA3vUCKB3#TeF0wc$TPo?;0khg@bb)K1fm-ArpRPB?$up>^rn1F($ZuA#;M81=g)C z;wVf|H^pv$$aK)}i3a5~KFIf>Xhv6y`002`ODwkrz0l8T_zHi1b5QKc(LI3r!V|tx zW%maeaQN4cIwXWxZ%-3(&DgWsD5p$3SLcB_;$M|oV{bXbuur!GJru)Ij!$FdD2yN} zsiF3I-xXXBW`;*tkQ0G^o}M*#PxDQ76!Y?cfkt9PB`$&#lxNFz8kkgO2pfsDf8{Rd zUZG?18ODeYs8Fu)L66EKz$EPatp=C2rSKEHHjV;9af9TEw**VB>ulp<+zFa3MWmB( z{_zI3NaMBA2t?4m`XPl5Tt7TJ8Md`}(I|qW&QIhb*xuV@K563cK-jRAirmvG))&@u zwqDdTK$&tf8QqJjM5lv~&PLZ;Se9dmDfvXZxw5YI=Mpyy-Nk1$XXce zRM5{GK(#$M@!jqH08pE|s#Zmo9;)qpwhWhxu7E^88aY42_y6E|iVt4x zDpL-3=e~W4h9ZM(S0+ASlCYdQB&p{ChaZT1LL&<=5zeQ@p32|5Wdg|vX+13l@$r}= zs~G9PFm>g?Wnmqr(8V)^>cxn4K=8%}uybQ8U%X+&`7U^mA)?o8+!cPuz{E2gs*HzB_vdNJ^dcc2i1HR z$I#i2cP#1)jSJ>vhp`ArTuAt@M^$L;Is=3xbl$4?lGd#+ICy+g+D8FRB%aCM%_~?- z$6^?tp5api>G?e5tALYj$8fo^O_0|=@!h&@_zR?QuP1VCWgQQN;RGP9VTxqE|K*u% z4dFZARy+w`b1fT40P?V=EQUv&cWiFFGWTsblRbL~01EaNAN6W|cJ9p~Zgy7$9(In) zs?~C?*y11upT6u9j;zxNFl*{~&TY`e2~@R_=I{TwzuzD59)dQ4;_@p`U--V{9XbOi zPlyEyuC|811nmh;0td+RX+SgHO`f-o$-*|Z>1r5w8$(tUH*BBA6#j(DCZnl_|$iPAS8$ zo)3!hl*SVqe*v46P)(RC0#Z%jWAAkcjFyXkL(y~Gn8#|*^!nb4$Cs9P6fR)qV=TyHU9c&BhlD7BeFrm@V;#f( zG2#?Sxo#Bm&GdUOWR?*#>ZsWFagp!lu>)2vxzin;^U}WCL}jY(nx2|7&8TgEk256C zDpjejl9t<++q|YSSF0B;30+=4J^@thTG>meg#cznZFdX$U$iKhH zI8(!c&>wAw6$SZs*D*c_CFl@Dq!QlBdCgT)nG~fMxLr?=4YZ{%7rD^KYF*iyY@UxF zL<=Z!6-`#@2F5k#JM9m}!2%OBs&m@NY;>$xI2FX#q8HRvHzlaWQ1*8{qUM@%{>IIb z@xxscxt}mx1Cgrqr}h*t?^bAevK|e?2(AOkHm*&yk;ZAYN(46?62&7j3!<5rt*EP~ z%CItIDx?j6H0w8z8ay(WJ`I?L#%b~}l8MEXSW-2E5VuX#VSEF=71*ZBGz^2F;mSf_ zZRnNlw15~&Vloa7FOoC&_>zBezeH$O&qBGU>G{8$!-}Vq6w>bphI_6&eMpw&bh%25 zlupr;!x$iXkwOcm}N`v4&R!EAoLW!7}$et#6)B0HqwkL{_ghuYrZ6m zYMD+P;X0~2w{0YTpHGzLPUR*y(>RwVgqthVw9B+%-sv@Ojyy00m&DErEmG9;kTe^U z(MgvvEOJ29$s6DlQIBieP`!7*m2xAszB36~W0tbX&;tn^@z)TG4tyT14^tB++DNa} zO8X4}RNtHFkd=ytGrY{ghJTl2zJUE~1Mal94-uV<_-O}gZnBnC;*#(Ocw=jf7^~xx zLjEf0y(WuezNnCcV=)(o{S`5ylp8JPa{Wiu4Fl2|aizY)!&JE{FEC*KNEEN8aG8w& zCojDs0hU2e_;f-RHh}mD+|7*Q17f(ms=VPx#c!jDpEKhjBWU1>rm8_`XX9PUG;|?1 z@v}jJm|`2aVvh;W;C1yc)Z3y6Zj*w$u79R{0|lGf{Hrt0XFeaqC_c6b0{6`OIz9e+ zZ#lmza@Re^km-!LMl$(dUHYWg>M>2tLH@fJ^*i}BgHbb+sKsW;|F)plbBCI{0Bc1u z@lg9?SW6LzNyN$?LupVwvg!j|`8Z1#!=CGsbeEy#>^8wcKD8F>vylXivjwNB4Uv#s^>obTy^xy1p5&y%}{KF=%X^3DGuYVI^k zERlX$e8O=#|~N|I=#Og78{$6Z$+Btfdo4b+2t>lUY4;Ch*9{%iYVX z&_oBCo8#QtOQwFn33P6?`k*XlL3I0l zceHzHi_^XjFT$K~Wqj;B$XOa}y4pAe>|A81w}&G~0v)>K30yZaqOn}7QFwk~d1^-$P& zR&0RCxX;H7f0O0zb9T|=56H5yX>X$Cg6e;>p9xgSXYu8rrfmWGW!1Y=l68R5?lNrTM;f(-Mv*k zdLTYKwu_OZ1Q}C*YLFvQqnCNlL{2bdon5+1j>^7!m6HNLfCZggvnD3KrU?h^c(n2% zq&e7-ww$Wpf7eF=6jo*A%yA;URh?VrLmKzNbh4&t|;O8g51Wl-DHg?+je2iuYHc z=n141qzt1&;fUX)Md)_I(?IcrxtYW7!1q%!2UsjeP z0h-@2mXap|x>Zz`BxNBThjLHd$R@|QzaIdwcN3m77y=*5@o21I&&N9F*bj6~2=xWJ zz8ocO@AuY1MdCSsnrzv6X>VA7n(QZ(VV=JgIi&I-Z2?0kruiFjpa~Y?ln@xa8mymB zGI!j8TsLx_n4)k8=Z74o*VADb&@ZY60j03dTSbWB68H){11vfr))1GZylj4V&u?o> zdB@XRgYTDXHQ5^m!y`xBw*Or1@G^Sz)4oaYvD)>VBg*Y%51?upthEe~!^!Zaxxi_4**_8AoU@7swWA26ZI^ZGt zVPg<3bEQBJ>G{dNfNopxYsj?*t$*S&y!8|BtLN4&u4>NN4;pxNXgU*+G#DO*2JS!* z6mR#2d9CY=u;S>)B}0SX%;G!T0nWecOrh9cwIUXYoy1gwduZ! zSQle~3}%3VI|K);pW+UnWMio*`jM*CRC`XyB-V75ID3Q@iBHkK9oev64?f{tft|=3 zYZ}x^vUB7Y6+LLph!79D+_IeDWgDAY#^5RTGYX1*7w&Snj~0na|J}{Y3NY<}k)Mwn z{5q&Y`Jl=~kIV#}0@piGoeZ3Oez-=N;E!ajkb6re2%<@0LhgE+LdPQEW9d>esEY8I=Qg(ylVp6N6U@sgidO z(Xq;7}2aGe)te$=!=}%mj86G#7+Thy?~GWIXg6yGkn3(~0ToTa7VKo+YX!tTn*P^a_;CB2e>A{-#ZYR- zpba<{$l_^%Z4p%Rsc+S7`0VKWrR2uw2IM0wp#awE)pMP97NY$+(Lrdz0nDCEW*!BE z!w5KOl^1#zy;SUe*0k7q{()#J=+Y+Kp-McAkPj=2m*d|})0HSj)Kz9>w^{0k$%N_v#5E#L}gv7^}F z)=a0qLdM0e`=RAA(;`g};k1~4cs}A_#333~q>Pbr0;W)Vr%jO5?Yh=1mS$yFc-F`J z0|^0=!2kdghS~0cPb0JN=N=5yb@ZE%xV>Io61qRLa_#uz3?peQsEp%;UeRiETNR+d z=NgqFE$l&mZ?RFYIF5?$rBopTQ!n&`FqJNU6Pqww30x;J+P)Q>kWSSN z+)Imh*Zo&wbq0OS6`908Vrb+&l|qw=KW{>3+GLE$P`Zz;JO9=F@QtPH5kdeJ-HCcT z+7=+2;!eut`I*2a_<5>r3JW{N_4I)*i{^LQ?uh~$dJLjmebzJ04AYU4m$8p+aU9H} zFHnWN-7=couk9$7v0(nFwNrFH{{-NjGl+y4eMJB(rV0|(KfapyC!%PB7cxZw^XfYl z0cjH&64nu?50?G`t!xueoFOOE(uHBf))4pH$qD$Q>2?ZhX8K;@(ZnXuHljgC)OM8! zM}6i>4J;+?RaC2#73jHOvS2h2KF zo|Gq>xD5%K>;|w{FY_yKxO$ZmQ@O2+2-vS*3|OdW`qj3kIm`%w_2dfs4-^(LiDKt@ z(f&$PC`vYpC)!(W$i3VTx>xi2BZ9g_j>N~pnaOh}V=9EpMthARoc9*-+s;*#dfTWd zK@{y5#mA{eYS26~btOk$_q>)#a_i?;aL$2j2BiWQ+qm5zjY9RMawyA%z14euN_*hpq*r8)G${44)|b{`DpQ-q(~AS z+Hro|mZ5Rs)ZD*w)u2yZ_O|4ps)N)8?3)hBgyT|^pW92BTbyFqPFw-{7kXEwW@y}T ztslDNfWpdN@vK>>o63FkI-;C;&SAZSTudJA=C!l@`qXP3k?sYvt$fz#>N^m4dhO!; z7nw*Hx?LjnrWkFHoXl!!m%2Y*0+dAMnH&s-&dD9-C85FxH_1HcYoeKkJ#MF+m(_rw z?+?imx6-*&5{7ZWjYLU<*b{NF_e&4%9p>+#wiI`1K4&H-Cn=cyQJvkYZyzQp4C8^k zkIFU`QMX{Ca23r~)ZbgZkI1x(g-?kEII}2e(#iAAHEtCiN$c)=D&CkqWp$ z2sCrA{Wb?W1x289ug02+dF4`Qf3xr2NyMvG{@_T>JW)5~XP7p)G4@m_np3fp`A7Yu z@0^XhW1Q-kW_g&RtT@PaFt<94tUuEQH%f{7gK1mzh0!c%yV420dF(jUB@b_}l-L1Qr!Wc6@Mdwy13wGaVY(_2R|eyp?hy7F zIr~b5hS9L}zNKs{l04W&+7b@Hv(wZu3?JerPJBQVnXhr$@U};;5$gmCa5D-~-N+?7 zwa_`$k$mokB zNn8A-z0*a#mHyn2Uo*ZZPqpkiD9R65^yDLIe_as&*xlHh^0U9UZ14P-=Q(cbIAmYn zn{qQd;?141bKtQb*b8KNdGi&V&?M|DIPi?7*aSDr&X`s;FQ9%!?5g%bN#w}2{Kv{z z$|%J!lxvTeiHg~Y349_ixD9z@`Tq6E501Zry<2ewh<7)8d3-WPjOX6`ns%3LQSHsxOASU*MTyZ%#HJ~OoGc;B|C&?P= z2>en#jO*nJh(=J!*$Emm@_j^nkmJcJRg_X-X)no8gcQ`EQ%KpKmU^rIB>eD*Vnt5B zi$;&nqTNJl5Bj=fIcUj2<k@~n22IY(l*pq-Et5}Kx9t%?Py*^h4 zW`myOs&X_KI2`dm@?1bJ(7J7!aPNg1&sXyR zxNm)v{QX%_eQY$F@pCm{-m*u&@9P1H_hdW>k)UgkW< z)AG97taGN$tS2LifN0Q~j9lE=`dS(0^Qd+XoI$|{=*SKvtDc=OouTvc$rkzJ%4;C` zg-Ir)R9KzAjKSOCjYx1y^-o$TeUZNje$TrOceOJxOolSW)>lJX%2=hRizW>LuIH!C!@3sPP_7Ng{ehl= zr^~wH)G!9G4RNqcg#R0_8E8RGquc|PaZb@wrquhJ`X|Ml#B}x6pT3Kie{*#^*zu2) zul~=f_>2!zf-E~^9md;C!LV1TZkGO6JZd{nEDZwe8enuOdvjMp_?sLDb2*RR)xeSY z-51E{M|Vty+q=q*Vimu~26nEi(L1#~QFSR({Td!+`@qw2>WM_ia7q2vCqBTsJ=#3P z2hSMQjFhvBYJ@%+;q^N5U@Jjf?d`81F`P#XMkidrpq=X69f*%2+BFa`7-9Lh@2S z_#s1yIZ~PHDQPI5w$wDJfI)Z=loyY(b7^T8qY?RKWMBXyj!ejs6MUxXlwS-2wfbrt zJXqkSEa60i^I*=V^z}vPZmZE>HoCU7%Rqlz(I}?6vHRUa$z`sN9h+h#dIN~z{6(C^ z`}h@(FnKGP7LPK=LiFl6J4nA^QyT`A0G#i6G%s`5|CDCQ_{bN4Bt&S`sR=-*5 z2tTSSoU)%1imFIf3T+Z78erF@8LLZ(CgmbgDiBG zxsS9(6%`VB0bC44MDD$=%iL7sNrcjeAluy!xV=zvn38@%Xk@yZIzWi3Sc;vk(jx0y z7Ui?U%Iqt1jld2T*o?P&(bgZ#RE0vRE%b&lviBzYan#><{d-YACp*pCmx_-s4ivB~ zf7$QIx-ENL>*dKZvzk2nC=f9dQTxeOI6g)7=Mj5{?$#h_hhQLvxjM^{b24^nuJfU6K^{Qf44i%gho;lDh;;3fN zhUt2De$YxrF?7~s41>`_nQ{71LeRZLMmidF>)_?lY@BG(vcx=jLU6;Fyf3xG5S*dx zFswTS53g)z!`iJv=utaQ48KcS@+FaXcBY>gsh@hY2}Az#1uDgn)I{?<+&`E*y_W-! zoIC}8pe&#R6>M2R>9kj4-q5YJ@OhbdI^BWV%~gT1W8yS~?(-U_x!&>DS@gt*)g-=y zrYgAX?7NP@(R8O;EmY;|I2z8C7y5XaMnbpM1&=~&)}F8NIQDAkKUF#;Tmdx7uzGkX zu@J2{s!AHr0|`QQ9>+5>s%w*G^@a=4p!_*m+#cwWFeKkk)D;B`Lk>z!58J1MHEn(E zx^1(H<-qXY z#&pbVar{VFzwFa$clY#}9x5#ApD!B=?bS^6JD1Jt>p4zpY9;;Fe)Tu-50UKr8o!be zGZ)+I)7g`3$7$mAEH0BkuKXOOL+1gX@MCYUSLrMl;3JPMmnIjE{YPNat^MJb(LAWz zP`eCz$1(G<|G9MQ<6*}|-V6;t6UsZ^p=#NJ62`zI6|kW8 z)bFyJDY-=ktUu96@kTwI7B7KJ=sB776YDU_;Aqx{Hd%+^>FZ zUOa8~K1gr5G4f~|yf%Mx0KCbnWl0+ZtaM?S^UI_9k>3Z7g%Fc zo@&2wmJ*B&=5Us=hf8UhG&=r8&pm5`ITt?s2b!b9tX^B2yTbGaI(IGuv3Jlc)#O*N z;}=-Y5}Yx(t|viv%xPWRk=Y+ihL|vw<2eIjHzT(g;cNmZs$_+O2s5kMN{;otIz_x{ zdj5TZils%5Uq8TAy0AHBKcC8K~VqDWs7Dp(Eu#PTBr!L7xsqA zH^%1?dy_t~0lFx2=zQ}*@-1x7OSR3J$d|y|;zBa0iM{?~SfK?JnSxCtJpT&nf-kl` zktJnxY5d9lbHax9Yka6J=Ui9Yzo0@-PRckx92FQJ&qoFBAM}vDAfek#2shg*1uJ5X z9*zxH!V0W_9A{&HE~Yzs01^c2BBbXM#q%=Stkf>|eNy4kK;J?4Yp=gr$V| zy;`S#Fz*yu6+1}reZFt$o|Idt>=KUm+{!BFzP^!%^v?lZl%ld@Axy z0v^+E{vP7N%Lb<(p^?;c2wr5pH~!vx+!eNACn5>jrU|Nr6X^Ft^1_^e4_B^8z(yN_ zlc}G9Glm(H;a}yd4Uz1jF3al3FR2d7F-X_g%Fw2$+d(Ib0Hp#Qx1%LZsWNaL-y!b?~q=v^gbcPfg*ob5+;zE zPPkzoZ7PBo+$-^SrMRsEMXt1IVKhaK(z`wtYl_7*< z!Tg}WAkXm1^L4MnRhQ&Vf7x&q(6#;`afDEEvmqtwQ{LCYFW2VN@`Vw5pg< zN+*q=WJDN6L~6>+1_&saT{CmFx7ulR!P`5Ogv^1(g)*NeKo{tSNwAj7Q*-m&ecM|Y z=y85d74kQopC1vlsS`8W7`&*;Tr3rvsQ|#UVU4<+FX6KlRdPv`OZTzjHqQ9f^ z5eJr|&OKsp;Mj5Q{UJTCB=aX*tK#ylwcKR)3;~1Z1@2x!aM5O8U`R;?vL%C}%iKCH z?jBp(q3kf$fAAxQtsy!5Mes-dnfsIzl@m>kdB2ROtPJZti4{j~PyY{Be-+kd+jVWj z#oeJ4hvM$;?oiy_rMMHI#ogTzZ)<>H3{f9w#0MFc=i-g(nx``D_o-^ z?%wni@))KUFg8N+gdN77L#bsWuy|NH(LJ(Q$;{tykr}6rBPJY)3;K^flKcNKNqJcp z*vp*IoIJ1gERY@*cVIv6_tBj16Op`z7;lkS4@?jJngYC2KP-x_wGKXO1eY+?{Z2}t z&}HTK_Dj(}?-fElbKJXb76@+ZdWf==tW9JgKE zo5y1K8vsXzx~Y^_H9_j4%FkfQro7(G8-adK#?#*RJj9_VqN=!}Zt=`?+S2;55C%ieM2ehz6qp02LCBV)NX~-~#_L<< z@TGA+du2v+_f~+O+y1QW9yBvSN-p6xh2juk3Gp}J+wJAMnSJl3N!Cgw&6^mP#JMC} zY4w}iwp*3zcD&3p`702sipY*J!s0F=1Q#;qe7o4^)52rYt-2-%T9un;!~}xRg;G`% zV4Q>%__I7|!4~!8MfJ0zK=e<302YG4p5#dyEOmxXMH8fBEH?iy^W^DpXn7i4_cTpG zbcarZn2`$}lb!i;@BL({pi31>0P53M46-q~nDnpemwI9<{D+7vr0y>zeZFRXZ{LlE zybDw+;-l$u>f*gbq`-#}u?of;6{{pXD$JTBF<|xj2TLUi4XP`sVGY$5%dgGmVRw zjsd?*VjuI&aJhO}Bgxh#Z96^zOKBedM0(yHXODI=Ri9kG4Jfh|2R%}XxK-AV?-=X+ z%7{2TOHHe%!B3mkoVC%hE~e$bDxp>6;pY1Z5Q1M#{y6t1Q)K!Zjc5c~nmv3a{leqD z8~le||06xFehSrDti1PmmVrJxANaI|!cjNp@(h?~S=Ij?PUW>8;bh1Y#G*hv4&VJ_ zIjXT%q;y~}s<;gxUZ*dOfF3EeQ6!ZF{sOI}Z#lG`DoUK!OoqUf;z%*=k6PL^;2(L@ zkW;~F1Zg<2ppPJPqRIH4a$rEGV%Nl_Wn#o5SQ|g#Z9^{XCtgf5YXlYPh2kc8a-fwI zXR0JcYZ=L52h`S49Xk)}1XpF~S)4bn7I!u;NXL_y7(W;(E1wKmt2IR%x8#eYGOh59;;fLCxDZzu#9Mkh=@2(fEArCb(k|%=})R~kA<^X zi@Ph&fq>QIEM!@KRFFHPMtS{yjW{_I-pJ8YX?`N7!S(Y_5|qG(TK?Z*Q%U#m<*Hi4 zYc@#ww}5T1q|FVfLQw;>2&uL6S$#hlxp=_sh{i=KWzu#ohTKnJ0Tzv<^!VB7^b0Dq zd=J-ssp=PuCIYswTlteoI9=!$3$0)Lv4~>JTb)4%IL&uH-yAAW34;cq?vZ|`1h@@~ z^Cd_sohHzg+bZJ<5c8#%S}pAK{`kF|GxLi*DkQN6LCAZ@l%-c1!HXcDy36{Z@gEpxOTKb4_~TYvR44Kz@8wTtWP56trk5I6F_5iF-#7{vv? zF&s4;3Ov4$pycwWvZ(Epi2eV`InWxTg|K{wIhU8YH-T&;RB5*(Y47QoPS=T^Ck8d~p5TvRFir#9ISeN zQj}+3(bIHyPnA(t)N?~oFT*=rBr`^kiONdW@zrJ5XG@`>Vq$1+YCHurh78BVfX!*9$Do~)Nq!xX1KoDFP{cUtKbQzG_#T*z{BWCq38}Ujn~N> z2?A0W5t$GNB%-ukAMZ6H^_5Tj_oXLfHFF)mg&nR3?EJ&lWkQlV^${Tn{vAt&`j+rbcT_ad$F};Csvp0C2RITCJHj=FI=l#LpmSa-?O? ztsI8%j!m*sxWgv*A?W6gtkcMIgf%TV&B$zn{&d@Fo_K4Xq261DdTdxi=QPcoTr-|> zrnS`nWQAFX9NRO^U$KUU42c=e3QM~klAt~-3%^KU1$7$XFIay>?GrlQMiUKwsj-=ZL8*G6@!2Kal>zMM3RNPQx#6%J4uST0hcUha6U3N|lIQN=2w3 z9Vdz503k1v+dRO)sjmcX=q^LIN;7MiZt!+DOIw6_?C}r1o83Xa`B&CG8bct=MYdflE7lBCt)fjFB#2j@ zS91Mcc-WxX$#5y8pU+z1YVXcMGkkRr)KW;r!Ap~(N;pcRsRffK$i6>sSVH7(@eWW3 zXz?-xW7?VhOIK1_m$9QpI^ljUErjxx3Qf{7vKB5SM0xIMJ}qxN;-Okmzm~NQWj&qh zT@2=x5(v|F7gai@ozGG-0Ac(nIIBI$l)k21}vEdaeNYB`JT@u3#; zTPri}2@-4uS|scJt{GnM8>~V&0@6#HbX7AqkOxyi_pAwxeiT4n@l;1dliO4xIzL2K zJO>E)_i!+vK9uO_3VJ66Y#WD4qgp+!v1iHgT`9hS8{Qi>GERfZf=SJ-0Z(0&Z@U@( zo9FB-{}?eIUU zo}LU^uOr<9OCl^or8MiCJ4GC$#1$7L=t8KVy+^3cZ5tiu1q6JolataY0)^=w57P*7 zK>u4VCJd!c7InI!vD8$kP_$CHX2?ah{<*zMsMYjym!x%h{%q1vC4)^B;6A|beTHR} z>G@F;mWPbt z>i265LU#GCy|!d<*r;BB>FEhJhU6kh*?vYwC$J^G7epCjLh}>}9d2Cgp3wJiuN8FbC<>j*h60lV1A|8iohwXmQTL%osIZsP51zWKj5Posy{b#N zgrlM{U&HIcy4o71rUU@f%yG2V{#xbR=nlrUl`cIUa0p0$Cu6M%(X(wU^LYI75ev4i z_>|qJzbKqUFU0 zvTZFRkYt+=lTz_%r$*47lxWnNlz1t>rMyURzNqux)9tucWSEUHXx_3aeho=5fD!DL z&DwEUX{8FDpzMgM+(z?=T$TvcDeQbg^zp;Gw&u=`D5S@TB9jhsZwfXI(&;uEj9;)> z%EqgP{Br4x`Nm^3K=3_?y(e2t=qf&4+Ed2@Cr(XXB&}?|I0Zw7QM593muPnC&F(>o z@4#tnri&DP6Ug%KC|gSjaW`{6kA1CO*57fsi|>FXAmy1j4_*g(^~lA<&HvR0BWfo` zfr<*AY{hsrKhQ4yYM@-zdhW2bC`KT?8NQ%=&aYdAeNa6pG5!YyXP#g#&ZJp%PK~4j zHdWPASz#7m+l&J*@;K?xfF}N{L6W=~o-Rrp-$vOQ`2LlA)B*@p8@*krGw;OOz0erQ zZl_1$zMo8QmUG4ZnVn)TQ< z3_3+&lI>>hexv8HN>-PF5w9Vwir^i371g?a^-r2OHQ3zH%rDA!_7E8H)jB>W;s42q zl1sS6%X-qtikDqE61#e^)kHf0QvTE$1F?U!UH1`vPUGB{6(AAGBZ1Y&U=^=KQYI>Uk*J-V!-IO-p<7fZ2Kw*~O716VoI$gO``gEA*BNObVWDUOh%QHO1s2Zo6 z?Oly7J$F4|gU9avw7z%wME5#!r{!y5{MOjC79u5a*g_vqV-fr&z zIA!;PXJIRY@z6tKA~Z@w0Uw%)R^sE`Gp(B4lNtt9I{z1Q65QJA!#52iS7E%#b}v;$ z#78h+z$lQR=1TH^+RkutJ(G{}QLpG;L(aQ~6_Iis+?%JDb3d>&ZmJUJV+o)>ZadIs z)JBuDE%{cpNgJxxT4I+spL7#X=5W&a@RzFrL;<-sO@2KG-*SPEjGfCC)i?c9-4`BsV8h^5>WjzglV|g@mhT z%?)Du-VK;OoB#I4d32u34Qy2{T1Q1hoSsR)P{yHQ104rLsKWw*-$RG_HSHvqo@xTA z!$^z!o~MS>Q}RPy1TmFj&6<$u(qK;J9S2f(Nbd)dB6X3b%V`aB%Zvk<(m%Vawztz! zE3w~zCMe2c!yym^{%h6sX6o^ewDN7h*K0>#cRnJhY~#F6%V+(B_zhDqE?z$&E)ZuG1#tt}O>@yyOFz ziD)n6jp-DHIUNhWJDDK*LK~qUoHmPX>u%nYs7V;GY?$N*@#e5n@zd+e$uITy^F^X{ zQ(D*g1X)jpxHILxgCM*cPNnRjLf=;0T_NuO!Y&g?iuRRE;6*B5Z47df7XJGjX%UA* zbLEq6i`$Tv+aw);E=aX(gxh+N=(~&%*FQec24e_Cj(>b{le*_gN|FOn>p$6+4wK?Q zcT3|E)ZZ5G1|EsJth`)q5S7RT%A&flVY<+pkXSsq&eTw8_!Z{S_4C}TyHYC`Vb4ie zd9MB;3CQC#Ti@B~VGIn7-~CG$l`2zpow9G`$F$6BU_Z5AVT~=b-QKR4C2FN`UBgP; zAkw6y+T`Djr|mwtFG%7sQELLbu+2+obgWB%JU#bMGMCO!qc}{A{8<7_BU{+a2r4Lo z#wrZu4E|Me$lfNimSJ<)5eNB4xN3e0A^lx6b*E#;3tl{y&v`p8ZU;LB_%aQ{RlwmT z!j=W!zR@LZAI?(P`~d~+P}J)kI>=v-lK>eKt} zL?etbvqvOuK>*&3(`$+0U2Rj8r*Ze?_R)DUbH||9avz|fYK%P%kIrq;4rDL!P#eiB zS-*ZB&SKUE#X(?s>c}*K`No>H^E*AKB3*8HGw4?aYl@Q zJI2d7JC%z}^EObN#uqq){^6@)1ZC5Y@d<^^BXv3s4#1`tMELmvT$3L<;L~apLEC-E zj?d4AxhHt8dTio-oL4kC4u&lqK4STKNCsHhjck(c3ldm??lG*kW>hNjN6C~34sAZ1 zT7+67|3b&CK9(xbm+h;L#E)R{!bVyLZRA6|&;BT8ujN8+_d(hCxB7iq%lb4VYIO6s zQ{s0_mSA+@Z$$($GS_eb|9{nvICKo~2YlrN{GzFOvVIN&vJ1Kz$UNkYN@{i*&fvFS z)&a*%HNJOwy!z?bNYMC^V`)7tGEhc>JABh}*~6VAw9MadCln$9XD!ux=@%nT;E7nX zn^I}H0TuQpaY=?gZK)>`u9K7aI3)?f87Mia_QxpF%nk~pQqaN)Xp;4i{2LO}RXdQb z1RWlk8pzvByzhtEVS4rph;VNj`jnR~-u74m_GY^%G*9=bL{MQD*cgHf6r-nf6k*F^ zG!DSb)<%Yc`U*L#*Sh^dTTyX}NV1!6y2dyF(xMsY;!+&e9Bp!*QVFGCNOZpLIi9~u zaBHwz%(SsT@xJa;78^W;T~PH14(vq#Bh_Tv_|mtqy&}PqhQo@ZUSA>dtI@BmUR)gO zI*uPDRT{_9{?;Zc8Fwb~_}{JcX-K8{T3n$Ey}{^zV{B@ zN(#3&E~B4+d(FtB57yg7L&oBQ81zlMh0N|0t<-}DFuRYV^a?nt4fEQZ(3iNl%+8|7 zf+FB*JLB8{XODHQJ8!wd9iIT7OGOp=dnp|;ph<)&tIRof==_#}145pYIvi&0_mrQ~ zNw(RP!luoFfmBIs8OLb|_YMuqw95t+1K6b}LlYN0H(O%bN^+<`u07d7$Ms8 zZno@0w2%z3!y=_%=`NZpIukACUxAna?&V%MeAlOrvil5@Eixh(C-5iBWe@dV=^S0G$B}DeWaXx_d%m!NXZrKNX>x( z4N<$$KNK8ecPea!9J{86&5ChDy%}AG$nr7nsZ)>hv=rCTM5f~9y*(();Kz=Dt@Mg% z7y{B*{M;WkAzzQz1yrEl)C8)0wjWome&SA-bt*}5rI+*~%ir#4uv3g#)n|Q0ZpM1@ zL%><`yRG#F{mXgZidE&m{|9p`FI>-*qq&&PQS2FPQ&KC*gd}L`=QC zv_R!=#2=9aAfv>}L$57eBrkgu+u3*Qm0_1G21DAt)j@2)Sko4z*Xo~&Utg$g&x-Q= z!LOjCZRa5$>xzOb>GWZYK*Ip+HNr4osF76vIOWc`rY6cA@m_s z4=E?zJ14z7?cWZaOeC(ixQ5RLD$@u(-qV^}+uPD7MAHh+7-j-#KZU<1`xK}J{I8;1 z_aj-AWg!UvIJ+^@l*>WLje2?gF+r!N=j5FEKk20Hc_ydpp*wC8-@z;3m9r@fxNl&m zBq0}*h4vIYMcww2fHvKU>iAL1-Dvt5iIUhsj(v`&{j4=EZosQjsd=lN( z+)MOKm_Uw}Wngr6mb6!s>M>f|UWv~dvdN3ESkIJ!uED$SxS-qn=z^y2r$?Yx=)6Vk zfDq6$1Oxs^R#8mgcM{X*owoH|LR6HNI*;qXjL%h7nN5Z#yPl@j&w>4Hcthow)xe&sG7a`xA6>na=K+oX# zvee&8SFr`j6W9hYAtHPs95I3x(piv+LiwLbH=8aHTwMN&31val)3orEM0Bt_YAzO~ zlOnNC{rT~19T@)u;7}I}TzqI)a(Mz-<4|kEaE08SdocQ^DWYQ}MlX1Yy95iy{X74> zdJefjaje)4Es=j#Fkp5(vpM+W@|bgI8@$U{{_wrUSkmKy>Ylc(bSsn&vzn>s98BeI zU?zX=AtLK;qcg(B@}v;pt#G}n6V;Oef#ag{7v9JaaV74=iUeJaKhL`w#N2$S#C5Xn zBQjoZFYg+=0Bc8w8`Jz;ehIg>T+>g0!QU0+;mY(l@V8K?08g|ocS`*^w&(Xg`*@l( z!l*L(c`gk~_ zKfhf{GKv{pKVO#s$4PPw7Q+1LAVu}MA_N_~u3#z?AB!`cQQc$t7Nn5HhUJyJu87@j zq6td2Vvw;4uw$8@=LB=KJBBM`t1S)0gGq!}ffJgcHXk3Xw@l=(%bnrr2_h`+IWTdQ zCD@rJVr~vc`Q$rEXn+W20hjkcf2`;M%ZKiRgqx89)!#6kS1L=d3rLKcNElU)cu#Xy zL!R8uJo7p}nqap#`kpE9B@6k`og6P5rRJNQ`_08ZSU z>_bV=&qg;Jz9Hny3r{mJ=Ld3@} zBbsM~lQjRzRxdrwDO>~|b!DaQzLDsc)wipl&kaRy7Zo6IX=1HFcMzM;jZV@SoIpxr zis)kIU|&LD!U}K{@5q01k|PPjQjPSizFSRK*Z)zgjTP36FjSd&5bPv8&D=S@6*t~Y z*78kM7@~jwW8fK~^V5a5bv(mbhm;*JSchSAr6&J#n+A-l8ka+?3)YPXdw5M1>ZU95 z!^*QzbXE3KdbMUQvH-$H6Ic$(L=MjJW%$|oYU6}UnR+=P#1(K;as6=Yn5jjqn zn)~#g?Q4j28lfbkfXW~`z5QpFUelVn)gsWO9BoysGf znl-HXkdS_@x{<~w!9T&!FflO)?cTC z!P322K`3?Cx1JU?_Cu6DPOJ5PlI>r@oj2u3GN&$vJH)-M1^~N<@p3&j*4%pPw0kEZ z{kzAMgcyCht{l%`=7aGWgoQ}$*{dwc$NR(+kL8!Okv1t?&`u%NH579tJlw&OME_HINFdJ(UgbmBST{h7)>;9QU)7M_#M% z%k?))%dW0RZyMDHb?!5JM30BE%vJOww~_d#eg#?u{T#_jVLQ1;l5KEpt!FzrA-?ec z(h0}ioE?`3fDM-kG(+U_0Ph(v|7x<^UH%g|4p86A=ktUX|8iRd9UM zBu(X!7e9!S(D9J`TUZX58Dz|h#XdW*=}G(Qcj{f0v$2$w1u!C%9&cC@r5)lX`Rk{- zLp=Pb1^4J7@YIj=h)#&Qft*VoJtME%w#CmfKlU^GcU9OP+>s)0|NBQDWQgifhCqWR z9FE~Px|Zkv;V^U!{>U&{*gj`oJaGB%##9J~QeLcyX?5p;gC1FD%IW2NZLN+-VYjYu zMrcRAC-=D~f?3)*Y}z@2-GRF~6Ca_<7f*MS@xv={wNLN#GYiSRE82wn3q1y7FML5z zMTs3wb;SIkey~4>PEh#DxQ+z`x1BZhpi9n>E{Bj=OywQ^B^)p>kLYL^bl|!fpB%#q z;>kN1FGynr=4MM^)&22zHmn9`K-Pf&wDGffr~HNS=q^n^%<~2+D&XA}x{n{fV(0J< zfjIHSjzw!_9oe2mAh(3eZ)Z8BKX*5+25O>1(G!~^G9U`J+z^&1NcZ}%2Jn?jacUit zl3mEETeh2jy29Oj9Muhv(GFEStu)+aEVAZ8=CJK?bwo_!{&2`;w{!&Q6N~-AEvMqUfDfY}JbafGYZm*gg5d#WjbS$O@tOCK#t$Rt z3EPC1VL_q+LZsCZT}`M`p>s485OT7eUq8jk%T(b?x;IywDnuJ;k)Py+z6JpE^ zts-nmU-^QJLgnVe@0H~DF8i-`@8o?C6pf3k`uISlw@;6?-B|nNgVG6SvM{5=*6V~j z;7R;IH2)R19j&32!I%x3oS>}IlIG;Gf#VvgiDDk7%<<7pTLe#OcIW3C+x&rQdv<_( zQE^7k(FF-2Y8gIXOsI03M2I)oLdk{)jVPGWD<3z_g-4H^<~aErJzf0_ zy*wOh)zmWcL*P;(lJ2VHA|K)BcMuaj4EVC7I!JjJh2?g(#=BVs=joKZL-v{lS^nK{eq>hbx-HIT|UMlqfQ{ ze7U?vt_hDbMHmVa6q-0gsWHmh(+dkU&jWinySMOmjg}6}IdPgxO@G=SK2@{I6Jo8Q z;t%QV6#CXManu++SQ>Voy?~^H5r(<{={yW%~g>L@f0fmV|{tt@M21*9HxKHpNR4*_rNOE-hDw#{I z<>2CkFwo^mN|@d%>+SGL)54Iy3*^Ce8MNPE@{H%yVB4%wH9RT0Ex_xI%G^Qr^#TDTN z5H1$K_A|VHaN-8=#arsQr>B~Oy5?cx5(1U=Qih(Ztw1o{E!*BuZWc#)VUaM+f9R!d z0E;ukYd>~vl*7Fpt-<5w`kR8V@J9XLsslF*-&pheT!P@1ZA~9$*ksl7^NGeTDuvOR zZ{xn;*Y&0ThpgGQc}A%6mEx4OP_8Xr<=2IKB`H#x|HIdX87;wO3^H1Fo3;~(uuC(V z^p2q}u;atia`9RyqZe+>bEW-w?frXq5G0}`Ep_A8GcgkD%gdb$iesm{&g#DhfQuE% zP;#~Jyc@^{z4MGl#&F@3zD!`^(*GsPR-lLC+_ke;*?dlJ z=Q;ec{8g&>55^W>10!idb7VD16KlSLmbn!XJ(j)FDPY7TZHvT>H$5SmC$VJ(n~a(o zwBH{)b(t`hAFzVn<&ZLzwG?U{fzwk%Il0>cLA^+DPI%L1H8V&|PaaDE&dQM)iCD~S zylrmplnu|&XhB2<7x0$u6= z9{i(h*BBCI8Z$4k^2^$b511PV(ComH0t}}5P-j3}U1QjQa);X$C|f`Zy|Y(!BLf3%0a_o6xKPCtFGDqDeTTs9S+r0->9T&f ziT4xl9^_(CBBl4q7{X6-f7|Yx|oC=#| zq-+wpuQsiU&Xn+bu3q-Sm#&Kb8s&vs%Qo}+O4)Np-Lj87BjeX&65PNSjEZ0&O1lpL z+S}y%w-dEvH1al0U%iDAh9XCYdAQ;i$%Qc>JHg~ zd60UYYB-@KsHq?8mGV1wwNyNgvmuZCzr5^O_8Sa`RHHII6x=B@b(9<7w0E?%SU-;? zK~E4TMvaUmFJ-pX-;5(NPj2qDIMClo|2G{v$}=|-`SQZSuV1wK*p2J<3}B3pUwNu zc%SD%Kme8zkpZNEnS`%1(&HYoR>hSO2Sc6Qi?#QYQ);q?)>6~dZ0IvJU7t+fkzWt5 z#8LUc@12{Z4LL+zX4d}FVU07@1*zzW*Ri?eAy49yJp#0c`oBHB8?TXh?rw@dNZ6lx zGZcdrW2}5{t14nkwoLG*wnCN&2+_VUIP#0#EFB3kyS=m93Wp4kuj9%0-V!XLW;=n&zn@dE&#FfaR zW&!l1o2vh__XGMf8F5f)iyre5&V^XV3St?=M!yvo%z|ge3#;<(#_mTM~p4Lr*FPJJu7f9?Anzr#=;~jv7 zsR1xK_;fmmgr`sB>y!d$#_4pwid~O%GrC#%T7x-h3w)@0wpEJOgaFfYg}k7u2A<0% zY~2WvyWc7iyA|;&S_v#x4texABtE1-;k^25L_Q-r|K_a&tyhDkvTeUg7-jb(aAz6< zurcc8Lgbrp^p~4fr%^D?V~$*__u4 zn&wO(UIAeok4iaF5*3NzlM1gde}Zi*W?Xba{bJ}8Q?V8OD0TSnoI}-5PJJPo ztZ8#){CuYGGm@;a13131>*b)^l{JY!>2S$@lU2~lHa(!8&iY#u5og@2BS8GYuO_KY zqnUv^qQ^dj!k!|s-$3Ysl3OnhUg?)(zj38)&vW{nJ9E^G1A+xgHopA$aiDQKORyOy zxOm?_ZoHA=Jk2XfUBvO>V~n=ed^O8^z|&$)`$79*%Y;TE3|jqFtHv)sH{i&|3buVz z$;4j87JG@C2EX2@Fgeb{Q%@miymXTVHCD=Nxy6j69mUj!k#8$rPJn!6r_%(^N%Gf- z3Rf#EUGHBCBVVCbd;2UZa{Q))FmN-=hWc7#L>7L5jcxVY{GCu)@2$-PS*gHA|M?%8 zvEjjZxRRHb0fFFAbEB)LbFb=*xAt<-yUceCE0Q#p_n=&lP=m*3;rI)k@ME)=N?IAV zs;uV6u|0T=Pnp#8wdm-t>S_7NGWa+HoApA6;ajMUR8ybHVe+noS$iXGqqM4&3K9Bh zThNk_&%oQUmPZ_~_qNVomdPo}Znu|PE>l-qoO|gpuK^ogear1W#J=y&H%hr^!Y>vc zWoQj_?a2W`&sP!A%^-|S)L97~oOwA~k9%C}T9n%!;GNkCKC66D30-iB-IJ<`b>IOf znScG!SHs)2)|6)dy|u-!j+R$Of`LpDI*ca`vC1nmGq~UJg{A$j{?`A@3wR#RMu3*1 zC0@xpyt8oD1bAW*Wz_IauYsci3AwFN)7a8QX^>&k_Q;Ae$?&@{-Rf9oV-FPnIqVuv zS*Tm4H@-Vui4gxWUW9}W__Dj$_pG%e36wu__}}USnB*Mk11p3>W=Io*>jFjAOf!7& zTuQ1TbstzQ)mHLKt4R@**88U>r9(Aa%U58zr6-Yc2WwRjG6*K56e%?)x$q^Mum3EG zGQ{`Sbhf#MDw4##1fn~3zu&)9LgIUEHM3OIyJth=6vt!qO0k&xZ4J4dSX#7KX+JPx zkj2m*V=l=5_H|B(B!EWQH)Z-@!s_3@lAN*aunYRjOL%C0H7vm1xwY($f46|00hWHt z`u?XqVxt{)_kGpCRYy?8eo(teeqJ@u(I7mr|1Wt)dF)kosUsTCq+a!v?9+o`3<=4c zmp#u)X&0K^uIN))&t!jjEL+q4s)sV|jv;Lb8^fCdvBv29g>|&o?s1fHa{sWYwI^Hy zI{fsRLY6XB2QHX**UM>A@v}1`6Wv;C2udq-=FUPWYp=@a9Q??EXdsV#^;h2x9WjlT zi4o>=W>Ynjzyoj_0R#3=j}!Ph-(Ed9mI z4GQ@0o?s7?New%9oT62>4f&@9Jpw&kOVf3K1lmp=snaWK(>!>8UNMDwt6yfh=7!87k7wHC>2XYL!%Gx`#neB( z`>V8m%Op)^Zy_KpO0&1UJU=p@`(P)dAEu(0xV*IJYE1BFj9GB!G@Tp9ME_8-bT{^D z#G=WJ_P~wYorFnbcukHfhz>xwSK{qAr_{wp_($+KNJEDY7C2Y;bh3%2Tzea>xd}J< z>f*S~g#|jDgj;6G579^b8}eRy9QLcYsjdC21nbdSoo8+EO%y@DUU@uk7QuEg$fIEH zvYv@rL}evF3ovIR_P)U@Rcd3e&g!OSfkm0uWGTeHYeyyfZC{AL#8$N}z_#hhaN{S^ zoFU#wQM`08RV~UIJ3h^jb#W-WDnWb8iT-rusy4;CFduxU6gBww1UU z^s?4DzL!monTAPDiN;qv>F>eYv$2HqmEv#yTA5gxMM?dFKU8@%>6}g)Zp+VU3@wAv z-azw|l4~HK(9;Yq=!nNC?}YI>s4T4gwB-@=b2b8C_p01hee2)d{7yX>;PyQ$;2jol z0(aDvljAO==3KJ7T{jimEnrn!zT4o=nZ0E=RF9(a&u*aVPh4FC*JQV7R;AY8#DI-A z#zalq&F9#-f&b$WB&(HvA#A)0L3r%z&&3)C(-$_oAjqJts>{We-MT$CaRY&typFZP zSGUZ>J0FxXdK%#`=@A#Q56Jsb!>Xe*ZC*d`yTCjD@qeTJA-+6pb_Iyc@c*wvHw{x< zP*TGtDy9ITuypvQ_;<}oc6?i1)t13bsubN&c=a)mzU9t$l$A^ZzSq?z_N1yj%E_{5 z`a@-m`Jq!_iCIUD^L64AF9uedOyWCCc~PWqFtVtX<;Qm27r>So*yZ!1Z~y8e`DiPz z*}DsP@F31apCk%%H4l|^dpb%d#<$+KMx|AFUFRMN(@kY;c5%Lz?TpjIe|(c6jU+I~ z-`Zwn8^}qUgS4jbaT-jw*`{6y0e2H99m?Tj6(QYS@cE0pExl6H(h=&z5D4->Q5K0beMQlkpHMWZlT? z^q21PaRM>KY`&`6$c#wG7K_Rz2Rc3uwz)_XJ;qHl(OCjShx5z^X(dHt zob1Tzx3^-jmMQ+QcKUARdgluoffj1zk;3-giwGPqEV8ivJEZ*8%PDCExbVF{*yiHM z^7G|Lg8cm9*@f{)w=P3?_x0{ZWg%uTBj>9a=#j%vEJ^X32)Muk-*SQw7hY1&)tzFh zH7fY(C;F!m*a*(PfA27@c2KTrtc3OzjB>3)j>XnCOBhw!GLK@{9HY!vdDOPxJHM}r zfQ}jY`;8eXX3oBiFw=CA83!P!1{_d|hRdPBAUjEb&B>KTjnUjV_~i(yA}E!*MTh>r z^Pe*#o2K)xu_5@HN2`g-jyIAs$1hmKk=S2mc=gBLz0n0PF7fE_GgHc)k+{~d_O;#4dt9NUPxogC`cT3P@ zO~_vmL&TqFATr%pfUe{%IO zdgM=saLbJWbVNOb#7yNFE>9yBPo5YXovunQbmr-p!>8Ie&C3I$Z|VmK_&K)8+_~E> z<2F=T%i=+_V={eeFgbCS{)RW)dtvY78F|WtQAq>rwKzJoD_p4}_5E(oeq7Vy&n%3g z(h4*V6T`=2N{B=Sv;%f#g-?cHzjv|ReJ69X|Ej`v6=YQ6#O+GyUQ%HcjfPd&b^ z*l+kN;EvL{%+qMo>X>Vw&kaJ1>&Ks}K9C4q-*qFX_qsJ`xiO8n^iI%rH)y z4P8 zpVc(WD7vKzd!SfkG!p!Sr5y24T9nJ3s|`0CsH^pH z;p`6+Td_Ynt!0dxlZt78u*x;&9QVvsuTtvALVUPeHejXPG-y@$n*g{g<%P|mDu@fXtbctD%OOek>%C!wGnlqs_=Bp5 zRC7$V3i!Pu0OBmc{+>$MIA*lIoVpVzQCN;}MkwQZ{>`o3+B=vi2zAQ~kc{H~)!D%1 zo-JmJ@UGp`9eS+=uc?5tG~p4umB^(X5W?k7_}wRb9uEjSx5u z-smNqOeK`Ds>cs1d~?RWPk@0X6U-yX!`l^6y8iI!8HIr`o~Sc6P@O_QJnDZiapbD& zG!hKJ_@aa6a5DSko;K~P=~bmfV|&EZb+G9#+C#3L6^|{@S9&_OC%71BbV6lo4P9mo ztb;Lv7e0=;dGDqnu_r!A;VfY%ykQ&l$P)sLjPdfV=7wk~$FhG=b<+%?Met0^IHz2) zcW#3|(~U?SeB?R#Q`KDyGxikN)BOPf!Us}3Ex|CaqWyy<@-bYru*nUH%xN2j;W!;J zOo5-R!Mh0DeroC!2Vh5{bz47 z$xesHe{~V?V`=P)0ESt`JjXgd2g%?}er9F2cRDaMt!JLayJbbVczt{ptua#m@MBwVr1gu{o{(3Wqzf54HO(mT5J z2p)Anyv+b`%T6vD{XgM8ZMwHV5*?`4usNdWgv<cQj13&VKscXFNykPV2 z?Y9laM46&2oNy$~X0#H8y?u`pZ19^YtiD}H+oyo3{B=Lp6P1nOwe!&JZ>(~c!59>s zpDXsrFw0TGt18p*DMB8d21#54DO1Ivds}oJNL0G)DGBuZQGaVC;YfI6OR0?Wu7Is_+BRs zlrpVO3#3~MGacjfaO-bx;B)0KURyQ6bWPa3#sTwXf&Y^kN%q>8vZd7LA}<_;GlMJo zy#JKXSTUoqvab+LlK3mGJIaykP==>8CBunFO}%|$FWcTUTY3T!BHZ~EUsX1~Xt=|> z=E6lGVwF##)3yH4ix?XEFM2PipjDH0XblBMCi{(PUS1vp=dro}AObhn{0h$Tn%X}_ zLgkk=Rd5Z8pJVf)VzIKLLV2&mkCY$YLVMbdt`2kV!fu)MqjU81OaZxJxrJSN232D;{)Pr6wnr>A|F2v zzc>o5?q^fVudciN!-yH!jGi#wG_z1NUNia%O!(=q0}m0d6Za{zxtDqor0;7gK6})C z*WS7(+R-4$F@nFk?(>4=vw3*}oHwkP)Bht}X?v5CCf7LI$_IxFN&d+0kEiEJ4!R?Rc^_~v?nDy>ZvQL_B-W#s zZwnK75@e!P=`E*T$;tRT9x#LO(b=x#tPxer3Vpw`?Iq0lz0PkX1>-lTGXnOB?7&Z6@b`B z318lc$^2h>=M@o=2f8~uDdmQS#0Y~Yf}7?ruWe4k_l@9|4&yxB^INOGV~9r@Ql#r> zGC9H5Iu-o-7{r$C2VfZeRL4YCk@$WF^0(3wDS!KoSXLq~9dFoTC0$zv61}u=a0EXl zJpOGqB58&q^w;CyOW->dw&2`8Zpi<~)ma9$9dKW|rMSCGad-FP?(Xhx#i6*nyF)4N zS|GT)yGwC`2id&;o!xnNXEKwInaSjLbMLw5o<|+^Kr>h)d-X}I~V(=eii^ud+Sq<&Mc1(1xekRsCEjwt{X!3Zo+6(V*Xqcg{o)?A_eT4+O zWOoj!@>tXHm`Y@=R#%>NJJSd9gK8l4^2W?uq=bflj+p+ym*{`5U-Vkfdhb?Nb&0nCEUHcW9d*@a})U-Eai4m4XuZ^J%ib4Siy-c-}i{WTl8bq zAYfd5y*dk7u${oU(%^|sX3xWNFLHYifBMRPzCQf<@y{g?XhptBFFq@!Co4`GF>3L> z0ICbMnM`*w?1dQdvG7qK&S&58unDE4^Rejes6+iNa0+OjWdv`qz+3l#SZm-9b<&c5 zn~Z+tc2#;VCbe!Nr$y|P6!(4IP89J_ApcA!)T|8ikd0*(VcU=_1 z+^sqPBX{Hy)Pz~S=IZ}E$DGlYO|uQ^!+}6}*M}}|x8v!dxPDz6l4mk98dza6@)qxZ zZxYn;VG}yxEEsO7Vm_HnZ{le?V)!_Irhh)V8hPpaTX1Zr^k$R`)w!+_=0VJ#Yw;wy z&d{Cs(3CB7avOMKoGq77Q|{aBC48Da?JYOGziw80+)ZiqclX2rtTeG2{m!?Vhf3HH z;O~0}FE&ze^x9!oxmf}nylt+kK8-5Xx3zx%-!RV`bPWwW7$ z)YNO-bUOGe)=_EL8l|dlBU}*{a3YhlJY7Sg5+#HVIXCgKQg(iKVNaEYIsC}j?N^6u z%ArWTSdqP8s379Z8)uX z-6ky(fg(vPPz^Q~lkZS62HIvTku(43h>YkQuW#DDqIk`=N>wlLA9eH$Uduk#L<&Y; z1(yHuDpt~Io(jTod)Rh&N+jPFT4p=G_x;*k4JG>{HXNag5a6nPaP*M;%DQD^+u~*Q zRabU(R}RW(qr}Z6q?EEcQMvKXu(D9Jmz>$_oQ=fnRT(Y#n_;L0T2vyjEbZYgjcxW{ z%ZL)RCCsJae&_`95ZmprLElnKwoUeEBQKW+@xL?i4RlPS<_NG~W&DVDYFtiz2Y?@s z_nw2lbxrP!Uidzkmg9sh0`FzMeO**&`dr3vd7BH{=-H4pE?nJ<(6N%IBEw2GR>p5W zWlHE!(L94AZftZ%u}!I*>KC}VaHxu3Zg!NWju8ojsyj63J)Lu5TkY4 zVo}%HG|LcP?@h@vNl}D#nhPMKW<1;ne>bWf5`j?=)AtIx(9X{1Qh{%fv#G?5wSiR}sy(zXPKUeH}Hy>5y&XKl~!HXw@N}!(TG=tDR^% zbF)d=(Dvaj6Bq3v=v8Z-D-^m%emW1oZ}YLG9Iv)4## zuePBdhqpY|McjMJ+0j02W@LD9cu1z}N}U{u#|=p}J$4eDAPkq$(vRl>RH{Oa^fH~^ z9{rCG<2?UE3mNB?N=OggX18kO9Z9P#SMAXUX(L(>*}L0hDQ1Mp=&LoK=r~Ro4dM@; zaOownM(BNwv_EgO|3eDuo~^n~9=fIE2RX#s2?Y1dBb53sQlibrOPA*NJ(02#Y9A<3 z5<;1M0Q>9b{?|~!>DJ_Wb)9iw64`Na8Y>qUW-p??*MyOa)l-N?-5n#& z2M!K1FHumi7kudMZhagz7QNl^X&WaqnKN&5oFYcl>L9Q-;h=JD$euK~GywfZhPkR|28{Zd&3eG2lkRZ|utiHR4-%v` z-r00PSrL5jKt7@VHus<2tA77)x5d!Qq7+pKnvE3ezBKX0W4qhl_6!oy4MIuEL;H?F|yrK@fU+I=qJ0S<`p>gvAz_tfFM z1rX+hy_W2R7N4vvM0g|IZ@HW!6cQS=Dn!Ra#oD0=Y7E9|kjeR+7M(5l7^E8mbQ`PL z&Z~Z&HTR)Mr^3aVb=A#;M}!A|tZS5;daF0s%O>m^5;$HhdVBvhpNQP$tT{@fDl@=! z-Fp(`bJE|(K*8JOEOc{CQ*yO$lcr4E`YX{38gPz8(>ege4%waG<>otk(b?5^8M}Ho ze5ZT+Ni#W71+Oiooath;Zn}uG$&J5%iKLUQ5H~k{qA8$H(~9oLu+<-NzF<%C;Jq0& zca&4Td^gzR68ScIagwG{1_0^RbKt5&J0(nSa+MkP8req$e%GIB>_`1Vu38}rT)PZ| zg^N-Tj!fi`M=LLICkHzk!PlPx9PUN3nvn^>W`d$ZNZ}^}9ytQAQ_ZTyWZ~p|)w=nN zNfuCtAj6aZso8f>32=hz5a`CXq_F&a{#R?#cy$ z$%gZpXWSPXrXkfW6YVp7bYh7=Kcshzp=4kZcvZl-2#LM1pHO6&rpjk;dV#_9%H7=S z>|*xa1K^Ne7r&#Hb?8u!c~Y}rI-HXv_d9^LRHQvH;KI!3>)uCIT=9wcm1C)DvB+^zVT+^ zXxU`6!K{sCsKvTZl?(o+y53Jw5eR6CNX+`$m<_mwe5g$YKSk~9gF_SiYsczb;WTrQ z!6&a1+}?qW1t548@SapI?gfMO_<+77;-&F3?S-0f2WnwNlvX4#DE9LWG}hK2BOFy< z{(HfnV}W8`H7--tAprDCWF2EMGa6_c9{{3WE^0+C9l27`PWvTTauf0{Vg#b!z;AGSDuY6l}4!_dO?Q*!0{@S1tw^d_~ zeHkGPUH9f~9~1i`@}?UjiWGe*2o+aJgh%)O;^7m6PB_%T2Mdi+)PJcbU2b24{H*ID6<-@pV;g}ND?=&-T|Be#JbvgMoc89KP^#-Wb zz-Yj?){RM`_XH*6`C1k7g7Ed0LduUl#~D|dvQCZK?*cvFHo#{Ybh4B8TnmNpd;q4Y zv!_0JA3CRpw*&0rb1aVPEXocBW^?|Csp!{Ggfqe+T_bOEWSLPolS_WY@10qR`$eR^QJRs;N;4&!d|=Slqv% z$^D(RQz?=+d~T}$Z@0e%8YG8mq!&Cc1~3hR(pyUd#!lDAsgSMEHO%pmSr-VFVlDr6Mlo zKohded~A2+8xdCyK4U-dJ_-grNW7C17jy<@D&-}a+qhmCgH18iU@SyG^db9cHVy6O zH};hQPe1|sxB00)$>pXFuc)!@=EDq-fj*oSheGYhBWZ!zACFpXN7pgc6lFN5I&S7U z$i*<~Z%i&~@>IxQz^hMuGW>kRM_)P$h^KEGC$)+xAKm5(n_!x~5Ywhu{dD-R^2Gf$ z6%jS*B8>ZXl(Shv_)ridc`&|Q5du#p&Y;I?X6j<-t}>G}#3>Ub)~L6UvtFH~yw+Q_ z+Q}bmophco4pNgof{bVFJyh5soh6|GCX9W-j;y6C>Jk0@PKr|6csLjh$*O)Ky+(jG z?j7V(=ge~Mn6L-M^Y|TFdiXdFk&k{Hla!U&qQ&ZpbwCm(P~nn!=Q5|7g^*a$PT+h9 zcTrTpIHD5yB{$GJ(l>y|w<@l}Xn9=K9TCp|&%HMpB*O|(r(cTYmPLV;N{P&C9IS^S zvF~JOK$=NP626Q7vBc?f1Kk6EE*%pJijwxo%rG?j3^DUy6*(T*NczJ##i$PS!}+aI z_F$2=6=;W)lV=EPKnrhnG@?>;DtQ3O&OHbJ1>*Jt_ita~;^~72beW>=+2-}2cSqW> zIQehVlPhBy3VZW+- z_Pizr3uSQjkj9HYJM=i5dw9jG_U3GTLPN7jH#7dYlALJU-T5@^aN2MMdr!_B_WaII zHlDZlYPN%l=jWL0F-X=BooibEzC)&s5BK==btbp|)rf|d7IxwwQcX+}DSer-JQ`Tm zV+8qb?T7YB4Rp)@v&G_)I~8sU4gfrAA@05A_OccqL5=osk(rv)Jw*VMOo(wf8l`i79k&! za5Qn%MG2}J3wozUV#58n>KCpB3Ev!af8U;*m?I4)Gs6QOyaC=x?c{HGMX926L!XWW z$A2r9%ml#+gGXePWZZmh7{d_5prr}s{b7WjX%Ccuq=AmBsF{sog>JW{2yJYki0m8t zXuiKqi^xtaq^Gutw+(d{0i?W{_KuuuDIkQyB4I@_`8;u! z1;amN@_r)x3nfkl|JMCF)84;r5s#E|v?9HLEy~N~?kw_GJmw{S1*w!g9VTqEy$&?L zshr|qm@kD_O%|{*a+maV2Mdt2=mL6HiUf;H~@VH28?I!Cy~bG z;US69Bva+8kdOJ)lUDxD+wwDkCPNqNc$^Hzg$k<`(x;95=hoYQMSI#D5%bOSTkSCa zqq>{x=AM~DN$e|x7|k)A<%I_)Jo*(b956lnM>CCd%3OTb(wXQ2Y}tOM3WC@QDh zx%#eD6=a1zF`27G#3o@P-xCj9Ej$uAq&6u62hvEZ2p!nEUn0xg z*iUkj=!A}uj6Y>1ZmT{;)*7Fpfv;0JSLk~mT2YiWU}3XP*jZeAvt!N$8b36AXsvl?CP{S{k| zacYP?$==?r3B1eDaD+(WJzS!*B*-G8vNpPh;^xoK^>Oh9i}%1jSu@AfI7?!Ls7i#M zWV>Su_L-MgRBy`D8%9k$_7ubXWEUpuUp;#QJp{0g2_3A8Y)u%zd)?k&aLM^4ly9RxR#s$CrJj-6 zo6N4BteEH4`4V^lH;4vn9q2&N?dIVe*nWmexB_c!omE2K)H(oL)ynsK3dZsHu1i?6 zetS7Z3(PZBfNBf202ds1zz5q_`W8niD zjm=N*6WFJ#iJS5TY~W}SLj|*f>1f5syS|;mv<8*~OLTsJ>VD;hB7JD&WX+IiUPZjm zk$)ba$G^o&wF<>Nz8Q#6)YDeVL?Wmez%5}<>!q#ZS>Ufsygd(k!%3(Z#Y)(CbtdV% z7T<7OEbuuywUElKi&9U)%*7j|mb-r}O0_V_FQx626AwEvu>LRh1srahkV{x3NcJ-2 z2qt!|t%mPXF4^x5G!%~PL6D1EIK9{|(rs1{Dl{(EKOY+=KmF#)YPVxl_ z>T0eb@*j}qxJyEqd@hRsvZk^{U=*E}yDeqBe_U9BDD5=jPL^5vkj1dT8CApsfw;)G zo8jZc`)XNqo8OwXqYG+@2tB_)Pbp`nm@-L8RG{n+m6k6pf^#u{j4I>GZ8*ad>)KRD z##vaG3bz_K&U$u+-uP1(XF+noG|=c$(R3zH0!W+r1Vj!Cof>Eb`ri#hk;?v^uSm-6 zo5+ysdun1#DE&P3=a3Vs85?0(uA7&p{enWv0iE5Ajra=fQb{+cN-)(jB-vRewu$+y z6BqL%Jcm~VseaHo#J^57!`*uj$t`YYlvXnxn)ffpmml&pre*)$%OuelIph=)%GC3# z#`*l8;cJ9TP{qg|^aJH;AD!K+Z-gZIfy`#o92*)l1;=>}89%Y}bMJLJwKGl8YLh)mmREQU z_b_j*7uz)tQi`94Qzmou6k0yp4w4v^jF_9O*wNokrM1H*p$RkRr|-Gzs;pz(UYBgo$H?t1 zB*=$*hn76xyO0ZGML5fr*%S?ic-vaP(<+UTk5#Y0>w!-IC6U#NebJ{my7~qvv5v9w z7Eg*aLZ}`A`2zl8P!C%SNG5*2MrnQO$43(u;A5>bgP-5V2e1YN%7%fm|6HPAh~ek1 zxV$zOT;qALLh8R;XUCR2S2XFu<|NM)+$C^EJwX6)ls=swtQPd~O~=N~wWdND1CWZ} zaX%jcPWwb^dcGMjubzt>Te)b#x9Fd|cMlOg{3XsPh0XitDE=9NJh$+zDA=b8yo6iC z7Po}?j0Je|+D8RljY$jX6yQ&3N*9(9Jg_sTxMofC&{@#jHY76_8cMr<7zbHldffJa zOVt0VRaS7KvR4Wb&&MGJhdKP*8UBw4f`Q-3`rmdhlp1ZuUf7vV1~mb8S0LS`nc;q< zUZQ8{&me^$IB$rQKY9{k9Pg19 zXvhFc2GYI~k^YDv$9)kXz~{hWRK?U#_WyL2b+&gU^J*3<^5&szZ&h;j8wj2H$o68H z$_x^bwhi$Aao4Cg^cV}~9*)#!YuwRy$!(ZNpoZhA!^T1FHA{ksy&Sib#%G))E%C-|EO{wv3K1DJO(PFg#6cD3Olf94KwRReOV39wAU$sj^1<&!m zA-m{HC{ls4=QoL+?{3z(ms54R9@S)iAq;Ef{3h9DBgr!FZ5mV|l_qO&NHjGa7Pz6X z$3RYfJ^NiR_L+CX*i`1V5>XDB1g+2rxTwPSp$N9EH?#XMup(|0^2M2!;yJjrAzO)q z3T1dI(9oTt&lwQu*~ncQk+4SvaZy7W2`Lt?1Cao_g<_HC11!)}7n)-8U1=&s9aNmE zMvEAUGL^5NOvYa0PE(Y$gwz;(K*wI}NJ!fY7m}z;aGupxsRJ)yvS|sSAt3uQ2 z$$)bQTR`OJbjzIXALZ?Wq7giUBSvSKc4l;0FiJ~Nt62|!x0Fp8w)m_g8cGw^eM6WTxjzD7=}vE&y@ zytB{BJ?Wwu6v>xk_SWR3^QOrs_Dx`yaZh=VM*xWS2m)eU*G+GYrN5c^H9TmzVj4wQsu8aI}N`tH~^LyEU*s^Gs+c0Jx%ox#2D50@Y zq7Y8H^zYL+G(cS)sE~`a{8jtYS}?%r1F0D3DcX26D;R1jSZ%PWC|8R0E0Soh44g{A z4f^1?>^31EM45RP$Vu-l{CA>j7kU!RSs57p7$V;29eZR~{HX-WLL>J^DdU`)tFYXhj)?GSx*(ngCYR_@Z&%MBe9$%(6oi%kmRLyf z>-IltDmy{;X^J?FWHdEf!Al!seYg&`!hBGV`M(8_&m&(V_x9Y39!xsC>+G{=^Glop zIc8cq0{X1esa;X#*u`e?3fopk(t}{WI%B<=cZJmL^;2@$<;ZvLC$H4BjDVUDNZW6J zP2^8f+)g7C{bZm$p;Mi{Sep2Y2X4SHt(!xn3dj22JwW=eciDQr2Cjw=k>e@~M<_k~ zY5;dTe57vF-KMsBu(qid zIZNXokW*#I*tO{109oCrznx9U1hVh4Yua>;qBON9pmFvW3aXmuO_EGIltURFjZ^G? zI#o$x`BeH#cf1DV))$`U zz#ySb6*ZS66%s zgVHz=th%I74RpJ1?tkaW$Dt^ACZ?(D=AI|KNt;=wOjr?kA9J9d_9o(FpV2%2Gi>3O zKg~uFZlZjTDct#l+8byeDSw;g#(a~ypP&>g?^B`L{%Kc!N~;NNgTwl9+c@@qR^B&PCUc)x{4<0@717S%=YVKxq?eG39aann4i(A!O z6B~{E;@&peP7bELjUw{iU?nwd?Cwqu@b2GjmH^zNPhp5jxC=$l9M%g^D|43tuBwfT z{9&6-VqrQRiRgrP=}iGHU4i1?A>Ac7TKHZ(q;^B06?(sw5F^GBxh{x{n*sQ?$O8X8 zjLo1@qbuu4tU(ZCtMv(cl=BMWQ9#&FH!j&Fj2D@dWep78zM_41>VQ^Y1n5X*?6`Qlkr<$F@kMm322b= z!sX<>bJ5|;d4DrNCQkdVmYXN--GW5XVIj8!l1&^Emy(<0xb9L897P8dnFk++DDX6d zo%^+NJ_7;RHVV=O8yJ6E@l9Oyy2*qZEY7V08&fd_>=R%UMXxty&Jv*(bWxCY}w7f`}X={d+j=?Ahv|I-FC3_WF{AYN$gO6$b!` z!PMa~gQh`VfjVB9X0ZYa^J0?Z+T$Y<>eVBd&RrNM(A2yi+xs%pU(f$gp#4x*3FyT+ zKx6J_j+wG3FaTGmf@+l8WMLx?pki9RJ9|#JW<0e#EUB}9T)r#zvNrOGRHL>ijK-^m zw4!T}GJg15l%0Lc(RWkU%{k1i@{yAq9~tSeI+F^!Jsa!9=%y_=3oW>z790bD?o6M& zsP9ytNBc82=}hzt8Dn8<6Nni`ZP!_?2z_vx`M?1@CvfGsPRmEQnR z1`geoh+VPmG6=ozH`*}{Xg5Bfy`)sD6Fy&hrN^lWjcs?!Zm)W|4{5JuVt0~P7ubeR z%($1;%MiHWE2l8=50-mINF}PF6hIyZhLD7On}z^p04h3QQ}86NeIVa=Yfj%c<}?U@ z*ouG*Sw2fV3!faso-QMjzK&V}nEfNL8s$Az&eet2Yu*g1{F$X;N8^k0L?w)T^YC+@ zJz0f)mF_FhYU@Vw{^ZNTgE#ijBMu&NULVM?5mC$dgfNn?0G(g<<=)AjSRhFva1Dx| zaC(M$JV8$P-%jBlJmP*6%lcK|z2)C+_Fm;3aI*HF_p$CPq1Nt0>ZUfA5b$H{{I*Ld zu%2fB_^Fy%xBNTL_>|Fo7N8Pw+iR_2l%t zkhy)b@^k_GlYHYP?y5*eGJq5EydAIbVb4z|l*f9RHu$S8$x_JW)D=Ea>x}_ohZ!$F zAG>#5<8-3KxjEl|XODhe`}05g*Z&NcCpvwAq>#hzb%+=-$LO5bE26-fmg932bMNZ{ z=+kI8%@MmQ2;yn(U78^mMzBM0?3HTl^U}=*QD&Z)Ls6CKqkX50yW%WXW|;#QcEU27 zOwsYIk~q`VZ)!T}ZdXoBdL9i0;z!`N*6wfY7&E;~_^*KmO%mgC_vU_@+&ZThq4=n6 z;!D3a0l9x*!$p-Zh0>@c{pQ)#r+0j255kEvxgGNoBh4bHp) z1?NHM(1Gz7Z?s7B;&LVbS`{SEztjHGR!;MoE57S`PMph6iH+E}+eQ9O4 z4^Nq8fW8yAK(gv>JwfEfNhn)&p1PorriY-UuFN9{AoIxaCPcI+Cx%pw3_=7^$q2-^ z1(uxk3v zR=K_U^6G8c2V%e$hCK#;F~8*5*LL|rSMT^1c)unW<}o~mBkBX|pem@I@NeV$zAxCJ zzp&5T`r6t@qV5U__Tow=o~1ie%3Q{(N+M24h|Aec)G^&JZ|&_Dn+4C1cEP7bzj5{y zsc}DbVTxs?t+z1*N9p^;IHICnaAYz*<{REsO_@h@yqOSCTtZR~`NK59VKi<{dO9*f zYnX#*&;|dT_JJ>Du)E^yF`~{P3p_$oeC$dz+`;jZXGtoZrs!x2jRrN5V zHZm0qjXP~?Co`MV&t9<0xPW)xA6W-uU&Xpi1{5kxa4ydztdNlC#$&3> z{HVNt_43T!9=!C`E0JPW2~hQ|Nano!^!fSKy^3I;og8DwfsA-S&H_~wH7z?`l}uU% z!I5$JS%FDL1;I6iLFtKM14H|0M!7NIM}l)iTgZ`GCjT2b~jH&q}uT1YIp8H@QkJVMpkopxj>xxT^S zBPK5%$1|8T7&y;4B1RkS-F(8vg&N(%1QPn0I>3zl=DmF69;Umt3VvG74Yr&QMcZ}p zgZe-euC5acE1hi@PiZH`C|4rFe*FKUK(plUr}&}HHJm=DsIN)rPw5UR(}*Qc!tp}Q2!iz_TV3D&e!8gd7~Y?L;md&k^Ei^uEIu1Bi1H`H3iST0 zZYFCTN0g=5t9$Ok>P00`b~fX)*~9E6-dbV_ZoSkJiG5_N;yvSeHrG-{QnTr=pXDV) ziC8|ieXrjpy^_5K<8Mf;{B!M?U%5VAmPevi)oMD&W%zAHbD#WYv-49Yek@y9s6}cK zZp89R>4CQOjiwe_!?SrSfcLzNfr^tr%=PlAG=goR0}kd>KfzX;CWr6s83~vnX@XV~ zH(~2@sKumrlm7~d*p4Vh!YZEp&&T#RJRe-IgAlcH=R^kCP8E*4XB0@XZnL}Z$`ceZ z9Ty#d1u6nfwX6R%H2zaRYX9VOR9x6`KP6_;_M=0EeBj%M-heJ5r+T@dt+)XOarxZ6 zYmlTs&6>8j1Z=?NwvI}Ei77!(WJs{nFY5>>n81>X0Bi3beticW2H0a`7Lnm&@n{+O z%`?1mP9V>fEXlhtL}Jz5(Cu9`U2QT~H{SI$>pbZaEVxh?V7 zi@lN^lL2c(x2;G?nhdWQ%NVM&Si*=(T(VYes|bB_Vvxrh1*B;)dKG>xM&vu{J!z|` zv9vpFUl;>iVo$=2fHE>J1W}AwtIwClme;-fB!6!&4sxAj)VCSZv8*^Dg`W*%_k`Ic z&ccU3+_0vUnUz1sHWs+x#9Zu~^$F!JOE;A8))AEItnis5GpW{xsgxBWz5YPCiOMhwp*-S%K!kE{nC}zm`s$h?T zqMWH{+S*kDos5dyI`!ozR1wD$kIIz`8IQCkzQlUj2$5nev(<*TRC7WxHjlJ!nN*BB zu1m1R74dXEnK>F$M}`+Zn{4A`?uVgCp^gobz# zQ%)%9Y#%u0-zw;r3?LlLxa&Q-_42S#8%wg0B=SO+nUOy()#lB-;1a z(YRxqmO7dHHC3X^9dFFs8YM#JNI){wa+0Q0u5++_^}(v8RE3TYDFdv#QA%30Shcz{ z5j&S0$YAv{a5YV!+?G8%Ld!CJLGe-1#Dhu)H(AZc2{>(e?2wTHjvco|GYVz@YQ+A ze}_iy4}0k0IFb|iA{#jKrP>B*`0>Yd39G3o!z}xvTDS?rBLiFVO@`}7P9A`vh= z+$)luYwaz>V^D|2mW;_RuH!XJ8mmx@x!JeC4*$|DDvsRbRIVyg7QhrkgN^ElrZOrb zgrmI^55>n}EPdB73{|+GjGXYzU|fSXJDXmn$z_wW$$rvMZd&0dY@ zE0EekGmZX@Z+9{O|L=4FcRAI2<@;JI=+2MU=s z<${7cIB{0~FZ#8+8KJ}RSCN!^-tEZ+8b3o++1vRWSfOOqe+Y6&5znQXP(9abuu7W= z@?WKN*f$okA+`z5&02IQH2*mX9ix*5Em_uI^UE>8zK@&7=`d7z?Of|2(uVvTI5@cd zX3x@e=y9}*hjGQ3ZO=49SJJ0kdF`bS$@P3b6$Q%I;ZxGJ(VsaH0V6)M(Xg6XrAKAy zfvDL-^A;H-`-D}hU&d|6h!hEp#4=P4t+NgS;TbpoQGw5#p5Pq_t)Rz@BBsb@CuA`oS@i!uhPU)fL6olfXRBV-PZvivr z5d?%8_vTOV6XmS-NmIPPWiG`n2e=?{ddP53Zsohny|JTY8>C?Az}O^>bTPsLslUoP z1d;9P=BcG4?6+{WB?%0~MN8@zt_*DJyEp`f{hxBZN#T>5LuCZfdM_J6*EhvI%)sTK zYYcQMF}jI!=pGHK&2NM^QeFz5+%FoBJ%1*~
X-5pIwhKJ$ygisj@c>TRbXb*Xc zh7NO)Q*KHFVEG#tVCJYX*sZWp?7+P4neo!xHfNOYi6Rn@M!dTCfNQpuyuW=5ZYJ)i zTV4F8TAw$UrywUuhriVIYdcLIj{Sm@wsv)(r;vuf1{LYU@Suw6SVj_K>IoF^7>8ImY9QRH@_Y9y~s`k)u8J{x=K_AcWcz*#lYFVf5 z{3+iHs!rSOHn_Gcd7$f9sO{Fwe5WIaIUgwVarMl7JLD!L^O)E50xl(KB;2GrTLNxB zf0myDI|!a!Sp?lokJO@3J@x|NWd}GDkneJ&pm}=8hlP!_H=O#m?P<@>v+^fzwIu)E z{r8@+S9Ds>eg3&O%;cAvu~`J~Hqc*fr9dcnE5P>db2oz7}SRWUp4F4%yf$Mk(R@?QA+ca2g@$%|3@ox&Fh2qsh zYdI!19`A_m$u;#3k?~b;6uwMiqI9fXL{ww1RVf{(jK-i0J*}psKa=$w$6D|^6rebg$}zYC zqD$?U2~4)E#=UP-efd0GcQ6iPK0r+`asZiwxe>F@F=q|Gy|8d>(XWkp{55hUE2;yk z1$zTv+(m8XBD+b1vw|Rd;|16q{H;|)U^_s@t!%i|HBXnWAu0D&4lyG&*$Xy1OsQ!P zBcEzlc&Qj9QKY`+qtxPBEsbfz?&nUN&NYNLi7oSd1k#&@7)TUwMk>5E_;l zP&1;p@~2MNVzj|+kCpwe9c=vJ%T;htKXSQLl4@}(869RxNePFz=)sD)A;SE)@h!&{ zG%Dgm#3n5G=9w80FWCqSzk`BfV zFR|F0$ZZi(jst~tt}kg*bB?T+f3NaIGf6D)zdoy;i?GQivjCa~4kOeKyuZDOqM6`^ zCbNc~r@#6skxc4)1W$!Ih3>q~z$cf;sE++xet|eejmtGj&xo%`J6twREymVIufe=m zT`yGedTT&Ev9=>aux&X)&49-^{k}SkL*2BQ7&Uu>SLzRFv^cp7+H}Jcau+5)4)Npv z7_oUW0ahKpG|F4uwC6WNd=LIrtRU-W_EY{dSC8@^{hhZ_)C|I<`{o+$HiaB87IR|~Lx%U9T}{Az zHUmxE_;ImHQg7+dh85)ROw~j&Q+fF=iOpv1-2lA1}Y;0KhfA;d#Ec`HS2oe>d_2fo^gZ5V?h-#&eWavbPv z3RgdHF(cN1T{DCX^M0X#p&yaq>C)3;Dr zujt(Umj7#{a+%KY6R7xt9{S{`?>5ajf{;-^`m%%olP%4xVcCj*O)ff$_%8w}hn^iA zz)E&8^9>S#L-^dhq&I}H+TcV-dzNcatH!H*N9?mrZ4~iNvCgZ&VK}X=NV6=-rLDkT zhSo0ZSBI2WzfW&vHv_JCqDDAMj8!BVVhow&Bo-vn7=N9Dt$aa472%&kZo2h51w1Yg zEcz%mS@ut&0vFRYos0G3c8Jk@;IvcRaa8PV6N~yO1efx>GLiHhaA>Yb$c+sfCg`oN z`0d*4U7EK;y(H|Zj zA1WfvHa}{AV8dHaHW3wNFQkgUEir^F3!#WhlS~@v1Lo$FMwS|h4$4W66g zS%Lb-31q)k#G%^(HoGv}n%hSozt9XQUkah;O+(uTp`#Rdd)GZophwVQ07PN1bab-~IiX}k_Qd}C5 z8|kxeWvIuVFBC?yEiA?3!o4-PM@-a`CC;?+t_C-pn|g?9;@_)x@!6qrvFKe51!gi{ z33w=V4@IcQ_2Px1nMr_be1Fv6SAwC#7w=ExzWx1RX~S;S@@t*{*`PLH&Fbr)xO{W4 zjao%k=0*T7NZJ2h_Y_jq#~T~mv)d+q^uy~UT8_mMt_@#$yJJ83rOxl`EPm*LK&8oB zMV_;hPNXx(@6u2DYSERUO`{`l-sBwqozA`V=N>=3{7^Fv1Df$cvD#@o6O)^BPVA3* ziq_1y7)4s&!1i6YYruHv^fWoc=C?z_0!weMYi*Es=K+yLL5qZL`)j`wc(3~X(KFx<7e>H!Vg;VdKKk&pRr|NnJkItDIWaw>rmr2YmJ7ZfBaGqi`Gep`BR@Jh`3(ovDa-!VmLP&Ua-$M3jW(Rg4}aXqMCmzd!P zSdlOa^0dUd#vIPFQsBf(-*Dr-AfyJSXmdUZ;2H!jni9Ryh)9S2+-ySpwix@STcQwC zULTf9u}6K#KUagMN|wnM@RvPu@_aJO z7oVA(kocj0xARmUdfukcQg@o0}xvxSNU9_&Ah_DB(WSLTJmP)%1y1)am$h$R4(EJ zyYM|n)=lSkVE2ySgU2&?N?H4-U>}0I8ylY}Ej~=d?vF%JO_=?^xO&InNZ6=rcV=R9 zqKR$Wwr#6p8xz}@*tTt(6Puk(Y$vCmQ{P+X{m!qh?&|6vU0rwYd#|;wMF{8w6pmdX# zQU@~=NpO?q(9Oa(cPZC1Klazv8DFOJ#$)?=bMS;l_scAC8PEeXaf5d)hQr!syeL-K zKWmcZRC}V;GoG!Ur**CH4C>!I;f&Vha+5B6c4rt*b!HYFv?)iG)B|>azd&q-kU$Je zJW|sx$_%4k3!~7$Gi$N2K{Z9yK!1H+;iP;{J{;YR(D?t{NR5|Qdvj+R>KGIVa;jGE z)If7;;l8KXY%CLE{UEYQl-)$T69L_oYsIpP>{>e88eP|y=tlkae@-?pf7Q8R2cau! zE&7xY4c42}-T7|WdYY_RV!d!SXlB17Ajc9XgMwM5UegB(#B#rwRj$*@UTJ}pdt>5`C8`UJw zu>9`ZN9SH2c$*HVOYhGRU;PMw^rr(jw%l%Fd_Q2iqorkcvwC0pCgI}`-8$+cAZCSPU+JhDbU5Ny}$CUEt(I%2X4B1Zr z!&mFuiaY+Fx=GGhzg%sxT2V@xGQH|ozDVUa$hT*});TQs3{ zH3Uc{8D`Bn^pD%HQ*G+;X2!WaEYb|ZHTdz8M7`1oM)+W(xperO)o_9?du_w8d1pm` zaadUYNUWM>alkYQ7^1HyLHu&eewUj2IV=+eEH$pPIqT6p1W!`?}Rw+e9O zCI!j_QR(rhKXTyPOGSb!N^+0}8(7t4>unc#67wsYa|a85G=!>D-!^^bfPytGCx4H( z>8hR=t=o2EpYA%|1O_48yFefahCQ@6e}CPft5{eYZ0HA-i1Z&+;41`*U0<9@qB1HE zKSKs~(XCtVd)o;ffrQ3_=85W$9#ZiNOUS?CGK3yJ3(EoIb>tP!_~Yq52Z~v}wzCP3 z;MN29v4J^*Cu#;XHK99*A&#Y4%++ilux6pCV$aYlS6Ko)b@m>|2l-lHR1q_OZ58rM ze}dMEcSXvP4uW@Eizbx~MzbIo#TpCL-%E!AHIw_Nb`-(u*AvCHH!XPWqOj%bhHFNP zb*+H{=CotLDsbaq`JyNE0$Yqdk#=LJ-tP${>o-j}H4#abF2KXbIT)HI3zM>cu9YRS z!saf4I4dU&ux8NUm*%{n_At2x;O!Wr95EK?tNp_<8oIi-27(uW{My38Bt?fg@1n&o zh5FG~M;HlkAxz*l@MfGW$p@U3y#3`rh&c0XYUDzstih_$p%$@S+L!?riXeo93)xrB z#V$;(7aQuA{KrzCv#-xOgsVpk;X8ThsNhdG_$U2x_v#px!6r_JE;pVf8A_m zo5qEM?WL2kE~->LQ}WSLJqoeYK5LSZW% z!O^K{j7J;n%~xlDXG58`HHeEo#&);VRs$JRLLBRo5vSxs7890|4GQkk0lXTcSu#rXnuD^PR*l(-2>*~h-_QALJ$T!YE3B*6U1-BNnfbjtQB93T77RSplj~1p*&NT zKkAl2#rcfl%)vz_jh^kX!o^c_v#k;ag$>R?O2H*e_D#hdsj%yJ4?~3Fpj`HD>+{MxOyOp#f9FO6JEtGYxCoWCdwW#TsM+Xm8-7rKTy{d98 zMICq17~)5#5hFfn+PfuD;1~2Fe4x1YES5}LA;s)zwh?Q<#mA77sbb$L_Y_9o>EsJ* zsA;;HzyA!y1!X}=9~$HYmGQ4YTN3<9R7jbmW`UvYrrt5nEwXw!oD*ZFGHIyKvjk#$ zeyf4cUK~EHVLo5{)ZnBIc#L5i%EPwmS&9p*{gONy@@v()QtQMcp_=J#owoCB1^LeR zHk7?iig%JsZuXfr0uKD^wr+)+F8U;u4e+ndNs52Rn%F_EFnFq)JVz05amBl3fJmd} zP=N=bnV>cpizZpsLnMqKf!tG|KP!ZU!s~ekSYQ+n&1|#y?$cvT@62mpTD}tZ2~;f` zCyp>&)s8g+(lM=kIK;~Ma+g%ly<>uC@j#so4*XoZ&yrtzCtgwkMirczUkOUl9c(S5 z_we+GU2wDccLli66sgj^Xq{EeX2N1qt&~?)W@%#>J@skObBtM_Zx-d+Wha~3c`HFszb|YsGm|=k_z=4FFkBK4F3=nXg&4;=% z&3lt_$7)qZWXQ13kqVtW*t0t55LQGwReTU#mjI5hx-h80rXh8FdGE(pj#gyc?nlCw z%Y-snlTiaFsxT*7gkmeFqhF#uNMd{M0*p3|8mmg}3p+-kS+wufO}Sj7If{o_T$aBx zteJIDG~^cDgZxvd0~G9JN&~QA;jjETwG-MbHV*?J+;Hru-;Ob;ecOXYVnOlz!8R2K zQHyN#QUX*R+cq7M$aJ}z`+h~>7Owa0%d9tmEo(q|v6@>Q>6N@*GMrsYkPz#Ei~!rJ zlm}iT7}01}S?c|C%J`FHtAZ^#-k{CNNA3Ge5r3GvJoz~KtsWQ^I+&X z{Dz>5i%D8qDw5kFn$oIY2eP9M+@~l%PEDN=@m3l+AtM^~opxg^6YWUq`-WcT((+K+ z+FnST7MX{Pb!b`D1?8Kzqlq1j!1(s~!KKip>(espjtg|&q@}U-Qz`ZO57}WGTj445 z5C({Xb~7RH%4y$L$D@NCQ-4Rp_wGwY8jb4CK)DMGyvN(pM5myl2nUmfs@uJh#ClmMiJY#?R%#Iv54@N97y86|qe9Rz02O`nwA`Z@NmH(@8jp z4`L)t>wCS7g9&WAvwzZQ>32E7{KCvuR&w-j3zxJJ*MLB!p!va@1Rx#j;{D20(j@M-#hj)1FDlxlTwvwNm_%Gz+1ba0li@ma_r~h?S z@ydW4l>1+;X#tykRg0e|Rra_4mMp-Hqpkup8pIiVYuExf?K7YYN&6<5YIpmTZ=}xB z%{47|#3Zr93!Q!PR+7(+vR|}NFL55)9)1tbDCIhL*v#lKtJBfUPe`;iGpwj(WK-q3 z#+V~#Q68R-TdfltM&w!XT>;!ISWBC+H~*eBQW9&Ts?hfCF^6{FSDih-ND<^J_4#{f zI@-p~>a5_fCRZ5NZ0PMiTP6(4DK)87akdipNrFuG|040vwU93Ha*%fhA*0*+->lKD zn=b+n5;ItIjQsJ{hjwH81$T2N{4bD;bf0(d`{`!Y($wyW{7Iu`W~<{KAG`YhNnZSn z9n9GU^Ty#K(LY?O_B0l6AAaa`V{@_~AL^x_Zb$_I)b_hBUZc!|ZTugsw$rf`A%8rZ zFpZn-8CgYe#ZpF8im3(o$63@*!3SsQ<;W%71F}dB`Hw@}CL?awPp+HZUdw*rv^&pw2J&mt)Zgl1bN@69`%g^Y|qqAq6Lbzub0n=wuNw+O-b9*ePg zKJ?<&5@PT2aJS(XlmD|+XQ>)rI5h?@Ho?W|fcVz19LiUPcc`ouORD(VWiD)Ug|UiG z+pL`s12)7Gy>7Zb0wnd^R{Kyo{hpR5u~_Fy#b()1n#9n) zsfHV%Q$zummEGy4A7DJ4E9 zpExS`bIp2z@Tn+yJK*4u3 zjdqi&b~6I~Az?Kct{p|tNedwht?%F_VgD#>H5>poBG)+p;=~)lARHWe0@9LzC9K@f zPHkw>$pM(BKLXF`kwXdf)$Om(NCYU~4P;POYi4hGEbjs`J>NbI4Cku-a#8-@%xx0Q zu8he@g|`IPP;DoA?y0{uwj?vd^OB0)hk!;Cp7=ApLS^LJIBWB=jia9^^ek;M|Kh0> zS5Xwdn8AO3=%gOMY8gLc`TT;~ZntdZg4=;aC)S9P5eR?tUlVUWZ=WdJKE@=|2_Zkv zDOfT+1hlWQ#=NSmsNA_>59x*GT|J&${dc?65Ot8mJyyzR3)$E^qvlaeoEE$z`m-i? zK5c#(w0S_Bt(VyQt8Ls)Te$s#Ckh-&rMP&9j&Jbso$yzVGn!Y~>}H6ug?2;u887V6 zpCO(Bq}rX8EGXW-11ZmXUA6z)Q#c^kX}{mT<8LPiIxWs;umAmI0O#RF5#)}>ABG#= zPM%yiEDBRI%4=5WI8nJ~wPgY$nkGCk5ZV0-`2Hsx-SViu24MGnzFLI-jfEdZ$H_i- z@aO0Vb=5Ukg&B4|;0o6q}(8;~(`5DJJbl=~EBC(jXgu94dWdQemnApQ^7e2!Zq?LQv2K+9Iiy@PW!riCtK$%X~ zi5sOLkrbBMzQ;hJ(qd@1=|Rt=0~40GU&Uah-;xMZ3!5P)5l0HnZh-v5P+mG7dL|j} z%~J+-s_NkhJ?TIOtA6?&{3~aqc(p*y^4FHp))Qv)D=CM*){_T0`J7>Of9}wfBB8Ph zsUNWzrp=_4WC#PJ=p7B(TTKor8O>iFL>MM6rV~u_8OJ5$1tFVluFtyjI4+dICK)~e z!q@|^F8aSZqaMOBG3J5vNuq^}Djq}>kd3-_ zXwKWn(ubF1B}X}(syfS&uC<@1)eUVP7V-M!5A?O2nG83)f%Sx?_%#VLKcEg&)yI%; zT&LX!te$C+7G=!K38#^}&kb!S50;GGuPkT=4$IoOig-ZBW-k!$t!#I9ZM@u6y)BX! z@MdJSQ-2`6aO#DIY5cPgIFy-z2Ue2f$>L`&w1kV1#llke03&OERzCVBi&!0t<`cAb z|BTrE5YbpXh>Pysv1Pq^Ii4gB_9kM~#_6Mpp<{^_;0(;6U51Ol0cX}nl^NBpgGQdN zuKVWp((|b0Ihi?0eMvzAO?~ao3*2DwBbb4*O$(>CWg>5U>6_Mddm1&@Q;*6ndMYrW ze`Z$~kpW|h();}5W_t{}(l{@hee}9&T<84E#IRb7NMI7-cp_pQsN`T=xtF07TsNX;yE$Ch2O-Lh{4!HvTU{^mU6I%5eNJ z1x8BP7{s7Go)u$F#|!}`5A5P_@+lMEzpD=JhBLjN=U!xvuYTmYZeet*2gAp%sP5sD z`~3#!C73#sdhQB_&X|Tj88ij~s{#A>#W2e)bc%@y$cF3TV*^`o|9H9n)}H)t)rai9 z#M?Tjg#;BGs`(a#A7UGVtx(&<ippvw6=gP!$Bn9_6ew$G z6o!`WuZwKp`JOs`6GiJ4#_U3h;8x0;I@?d)%VJ(f3}D`;l-EJ8%qgdbu7D$9a^as8 z)St&lUxlh>Gp^!Rpn;#CxhpoM&Vk{&Fdb^wu+cMw?)#7ndT#$3(}&g;~amVmY!Yv|(6_2B@1?D5Gr(viutGbXvn5Rvz{WqVNS(vad13{i(iC#QsPFC=1M_J z;?WqpM9k0%xY@7N)7_wY{i1Jhato6zHfiW6pbVHG2p|+GA&rgRY>JiCLPZbq+06Bo zv1^g)DGwHsW@aLnqrdq^UE-h$5lR}LtYCokjO!oMe}ehU`G8rBA(%Fs*1Npa8iNsm zU&TI|z-j{2>|})C9-klE8Ur7BS(q!sLQ?u0C_%TEtmqJ%a*%hxWOIxu${u_uL-*$< zXBxm`K#9R2TwWD&XJg`?WP zEd$|b|Iqmw=s@#;-<$+OKgBwETpjFWsJ9Vp1p5wuZ-EyW@SGkcc;uc;J9-;k;n(25 zU&_E>J1KgeIuO{;UFkIVwUi^XeS_mf%X-dYS)GmSh_2t(j$?DEoVCG3$MRS-%y$J0rj1<^Oj@ok({K`psa)2P;Cqs6 zT{6+rjC+}#1F!w3i9^81r@*mkUYyVV3QV?8!Nik6v)}hW)IVCoyo^U#QeU+y|Mx^8 zEKv~3Y)J@Uck-Hq>4%%mOcDe3?(k2UNepXkp@U<<BRd5j7v?_;5Bgh zIzF6^3^{zW)g*)u1U0w?HLF7xBmaQKg8q&=)}Db!LNC#**=T3qkStj@R)r5zs&G_L zX(e959g_J-AhZWz;lYf;f_$L)*8CJmkc*fh5+8?NH%Jom_wR)Q9>+FgFMhL(X%IYk z3_D2;pdLtlGuyZt%>U7Z&U%5Ol$v#|2|K`CHx!rQuqD(V76)5ZV$g2-`hekEN18Rq zd85A&cqtVE=8n)`F1OSimvS@ll!vY{Pk75EI`-QVmyXV*=Qq7Nq-b-fkwOEVeFOP^ z{h0bWby}B+V~cUOy9KRskC0MEaPzS)55o3TO2n3W`*X5dAd10)*-KU3=FPY_2kMa%LSblyL!)dxUrQTn6d z5!3&?!Cq!bFJC^YBv*4*Xjuu{?TUqYLgGe&)ka2(JoZ84Nf?q!*^uzY@zb$19b)Gq zWA%0DRHSsuQ#_Oi5i@06GmY7oAf2}ij!#bOiKE2088C9{%SpfuS zEffr+U7!s7SUU)#A|A6!VvJl8uOTm;vGq%?oAc>i9p4yyv&j99g^yRt{Vj-%F@j6er^~lT=mf9< z``YWxc1L>0H9%CCefyZYAT!OCG~}rVj>!5M2*u1Gl)XuonKk69 zheZ-XE^qg9(`yWv%wAaG(c2@`(DU8PIVB*+7F#H(d~FVzj!4qmYd!L1yok5WI~;Iv zpMr=AX&$NY(T*ffVTYQ3F>;20q$a`M-Li*_@d8B=*gq@foa1KJ{zuEYDyH>K2hxr*obH2h-ULNNSo@NKF!#s!j0|#;NZoD z%92VcT3}6(R+6=Vp%N2^dJ0ezk3HMO_!NI^P(B_BxrknZ+z4Uae&NO92?tY~&%G>#R2gVe zV;Zr8@pJdj>{41iu|j4I3zWw7iNk(iP!=bi1QbIwgP6$lxYGjSn4p*+{;Wy)Ui6iH zSi+9yKlr!(It)dRp>d%!PjL=#f z=-^rfV7{3DsS(e)n$3bjKYCZ^M9XWt*LiK&c^grJ>wWZc#{u-AL(|Z;R~^5BEm)UUVwi{u2)pZS?m5I!5YF`_6Dxt~5 zyY1C51$i?+IZHh+{rIDm!L%sBYzthtBsaDHh-Ck>axKLb!SQ)1V3@@!^7)##-+jTu ztScEeeG4Desm0sfTEQa){v}uaTuh%nmut7d%i8jCjpp&bEs9K;+~NDT|D1xmVu z4^Ut?^%Mt5Ppl{^buHsXGQ&{VQ(Bt1ETqoc_Pr22j z(I6?r4x$CF;mc26D^{^idcxvevT<6}wqE4@OP@5o*zu2-bsDFUeWAjhp>!g@r0EVb zCTb$eN~;?2Al07(ACFRM6TdFtC*{IAH?csH^{rY>j{M+}+WcOH@Nt-O_Ir1q;l`OUBehdC!~hauX$}1YVQ8(F||nQi&F&q zBQ)vc#unD=vC}l_9u)GH(BvLJ_CMdjwvCrJyD4CD!rDBO*EAanHohR8e5rTUw#+C} z(1rb+fqvCj*uqhIed9Pw(M8!BGLFS=H6U1qB#?IBSK|t* zl3Da>@E?b?ZD5*jhH-NQVOE^BWm zdvx+S8=t$|uh`YMZ_Vl3o(8)v_h#<`-}oo)u0BpcVUF*#FwG71r)e3$a?dqk@W4J+ zm*7lb*Hk;~XLA7rbSdYVeML{;u>roS&#_U^6J2impO2JD4x`C-wJJY{v(|7ucNhYX zeVzA?FE_tUZ!pa5JCuyCXIOTEE;ISbj0t}mwL|hP*`{P@9#qXag74d|$>VUHyBgI{hkW!Uuq-T!^14;Pme#rDGA3rKyAFs()576r+wsGXpA^S7-l+ zefZz7gHeB4CilL7YcQ96PVe1I_jgDl?v<6{$^&Z0n{#sK3lQ!Lh->T^(6oFsqk!OR z&S9tY{p$Z=onf=w`WL@RZ`%;129;K4+t5hil;wHTOsOc|vbQBqL!*E>%I6<51di>W zD1`BN+}3G-pVfmsp*SEzy{Ej!iysWpGjI_tYZaral#UoCJ#e^wt#U}-GV^4x-TLo= zq591z1>|XXd6_)UI?NjIZY=zVn_WO$CRkmyPHx0ZG`M%v`jQ+&5!?uzLldnr2 zycXOHZ^DcDWJ7xlzcvfVUut-($3P!W&EMVa699a9m<$VSZnK}Cp%L<>CD|>w{RW|| zn59HOrPnv%XJnyTF=PK?<&;PZXK_YU|!?1L6Bw7zGR z^_!2-a(6`+YbcxNn-$HaCJ&@<*ZO8R6LW;UHtYQ|1BId#5fk!K;B;18wh*_@=kV60 zs|gxtYM6m~H4*AKMp*Cm`RO7P`+W2I!pgVd2AOGIv24uModFBiVZtQ()FG$sob#ma zSQjqgKUx%R7#CNC3z0b`J46G{w$$Z0B-$3OheYqvFc0!zjsC#UNw;-^V6r8go(vCT4kM>1h;n%XV3Mnz3s<1pWAn_`bEkI%G3Mb?}! z=f_54I2>^)ZmJVV86sp=fw`7PFQNsQD&Qt^e?D>P6rtTb$y;AGUQ*l{Ko2)EmyFd5 z4AvWrKM^>4kZ#iPjAEJLvH&aOX+Aq!%8M>L)bH)*58RV`3zpSSwdwOc18f703Yr6p z*Jtxs-V_l}AbTumdHa|3D=+uxcFW+%KkSOyyLU~stFZDNKlLeFE98xd^?Eyp;Gj4( zUEBJfbuP%7a@ZaB#qo#lIUW0LZFXcevA69qlEgwxK!ni8Wb(!(%;FA(%EG&)1q0Vv z2o70V!xdJND4)z+(L-xnV>5D%pOM$<=W8- zrPnKtSEDmB7oE3m-3HIU2KW2x8W@9@|BenTjLs(@V#AT58LH;Atb5!NY_RA{Ran z^kZzt`9z<@jFqq?$qCd6cfUy$D{=|M1n}SJ0&55vNWxjzXI#0OxG7Lm(uEN4rk#G7 zEI2TJZOi5p61?otcV+u)Hg0?_*9Q~+Thv3$bP~o0)>whIFGld8}HWBJ) zGC0*qdW7($yvtj=QChGo5})_ZBK8TON2+RxiscFhELsW7s}pLuQ<0w89rymg+O&o~uXh^J8p+RzyS{RUZSDSgdnj>kogvnFfHqveq}{N-13;ZU0bBP-bWop?lN z+0}mZIpv1wFRf#{Pq$qjXYJB}-OzwgVUc%OGcK_Z@nQd1Tc!`N3l_4(GKkf=W+E z&>Za6v+IvRyCw)GTn?z5{W7WCZ&L3ERQG#$8EQH+*0$HNJnwHVlyY*PUJq{XG?J`L zR#-w^>AKxy(OlvkA$MLTRt$WYc8FA;^IpA$HGknC=UXafzrjn4CWTA7Ji^4Gheosr zA3SAddf5R3ce=cm*FNtTa-H;7($xeyz5P>t3lU3Q#I)A2sNc^039yfkMsWi$F#9m= z`Gyi9GvPEq-pzjwn+4KO@h_;Hq5#Un^rUZ;;2=(%?4q%?P&he;>fi42Cwcnk!C%L$ zv!JTRAGP{yPZ+rHK*1_20Bw)*Zafjmg)mT}U4J#2#oW&P!NM5Y- zjYK+QYFXnDJZa^y4q%{>p`Sw0+qCb-eh>Z=kBX;)#tuv_Jjwc-;NfcWQn<{cAnS03 z_5qIp-h>L)cJ3>e{}JI^?Z0^vAD{^2KHOi-1s*eWBm>*6Is()?QJGOG>$5 zV&k`I<2HNqD;&iD#$$|Y&pJbApEkDyK{^LBEomu4%BTnPgi8SU>uK;C)E4xpj;Ecg zG3#!A@S!SCo4QxZa2@-zQBR0}IQ{@e-A1F96{qt*f^8~`vfGKH6C2Cj^90t?buOpB z^vdv*QEk^Sf4n+7wdW2td{#~mBj>)yGBq|q{{gcSHod*`Y+8m7&eS@zxTb*79>v1W z2%eO=@B?Lj;a-lq$eMEP3dhQrJ?+LT{PVG~@bla26C~+b=r^w(f@~4>L5;fh<$1>ET!X&mRuV!@Br*h|V^v zBHnfDln#}@N|ih|fg^2%s(jN{!e}o@!YAWNW;+<(U zT%2Qmu)U~Xnu2ii%v@kts42% z6IMqK{5n;JYBDRH$!z4JQ<1b~h{psTxR;6;ccODwkEqt& z^9zw_UG$(8UY(*AI2+?jSX**Zi~qkz#dUH%rdc2MM!WQ{=o0$vmH$obJDTAu%vv~a zEWYCRy8Afz`8?XRj=RW>Qq*QC77T`+YhW+uxStMVnvypdkic8ol!@ERDcr9T3@>Cc zVAxcKJw`L5$BtsCo5 zIiyfaq4osbA$!wCH2TlpP5f|t8C1xPP`+i>^k@vb4wBBZc?$C@Sqt30hIGcT4K?O%W%UT* zDHYEMMh<>wQdv7*3ss}QVi|Nm;QbKp!oF+f=LHJG$2oYKk? zf!|^ezYMery(Zm=#Hd7rRJIN_3o;8pxffB@4p4@sLczJ#b#Z*eA7;uwd7xGQB{nr) zP*rm7x@6mW`;7CcDSP`5#GOf{{_BenG;zp-;QcJrla6BBAn8R*&`6C05x{lPvHQjX z89d^(r6A$$7u<4;r4OlVzu&=N84;7gu0%-g1D+Ah9uAlL*3G%q@H@m@GSfw=NUei+ zUkqD`Jce1b1vxNwpAkAB+a@o5JTGO|$wc@h8ZOsA`rKGi3nV3rX3{1#Mit+gS(*ly zghCp>>^?KFRm4#R5aLF~%UG;lglX#k)7YW(#km=`mTH6!?#T8_ODXpK7f&y@KtWAD zGwdplHrp5qK%qxb`XF|Oh47g)exi^18!y3|VCDiyR#V%=8)1aVvOMA>mD4Wb;D>~$ zlQ(T&ldGGTE@XwLG3kQ+I@&{7&~6xHd&&5U!e)50RioZT`lqz5{?2cJy#S(=a(wnU z=~+q&dws^jT*W@zR14dZ_bZ6+=(e61O_3xO<$+UZTU#PeNB?VoQunu?jq?NyN@1xD z<*7Xq*8mf^=&o48{C>Tg*c%S_C`!l^zwCFk{?+Z?a?|AAKG*q(tht-(tGs*>m6OS` z-|? z&T!I>Dx>b08Hv@sI!8-6p_}pl65|YYi#pifWWfvgHVbw~1;0fzyoyjtqMa!=?6P=) zP1R7vG!(UruRb!>6~2M?6jawNcp!4tN9;fI!$+#kAP;{h^J!-+D20AS!NTR4Z}U*_+6!!qaGiX&VEzAr+KIHSy&^fBUuyXWKQ~3yblqK0 zG_r5Mv(t6w*}Pr`_ebC*-0)wkoJMA5%>$eVb6CIFPVORInLrTXSsf;#^&Qu|KE-|@ zsJU?=c7KFVOI{l{J=1~VFi@@F+fO033vTF1@piFSr-~|fUxOJSrov%8LcjGg)LV+% zPigC#owMs2Gzu?Dic(U9VA+1>Kf!a_jrBaxKGxM#&&c)gl!rIX<{OrTs{*`L;aGu} zX{Hj=^{n)D6}a9AX{e!58D&bDdbg_bHZU!&dLoQh<+hOit5U~%+NDX1Nbuz}si%L+ClRigI6j4w7x&3~A8G;WOymD7QEH=2fCx<)uhs|ab=O%dFYIFT$@BTHeNe2T zSrQOUFmMLnS4{>I8L4fQ+tpQ^lKyH{Fn=AFZcKT1x8LB#EQ~Q#1c|YGOKKreQ*R_=^3+!K;9; zLe9vOPWx!2xexDy9*)%XWe-{ zb&9-8e7U~+ZopB4zt6h%c+IrDB$XFacdN5E>vCJ@Jb9`V?mB3#c-qMICMfWJZfTWX zK(D0UV1z%26JApblzqAez72d<9V>K4-tmY6Sl9p@CyPBVyL7s4U!~Nkz}=g{Apb)N zsIRfN)ZV~W_ih-S)Jg0p;%0xqD@Yld8@$H|J5K()fRf=ok_#zH3R!cP4Ex0K@QS-g z3V>tSWIvgrET}i@Pvx-Sg`yjTCR$x}#M!Dx^lE^r%uxx*V>zV{)wjT_wvl=z_?>-fe_&mD4kV(jG< zX4O$s%Y86-hgpi?ye@s)Q#IPWv3TD$m#r=1#41IdUO{hTWf{YIGt9y-tYO1M!Imq^ zt9rx{eTymDWw5NuM`CjqyK|RAM_}P^PMluOv)%t^<^w%by*I6U5F(=x<7SRGZe=l# z#?9IWpV)C4$y3GVW;Evtv!dXgYT+`DbHL-cMYRmC2PMdUG@0lnkh)S&Tbs$2ZB6w9l{;Xty=zJGT&dUv9Wab*3t#S__M9lzy|ZA4ld zt`+zO`O`MxbZ}Zrf$^VZhl!JZf6vav-FRC{LIRsq|A-i5w`W`3p(l&-0w2zmjA|S= z+Ex^pD?oe{w9S8{TxB+}+HsbM zO*EOT!qUna0`}x`74H(~kXx#J4Ie9z69A%%Vfd);M-=ku4oJHt=sJF?raObp6px!n zBa*PW?qW#$K&LWIT4a0*B8XLCWYoLX>=i)!cPMXq7iUhv+AQXR1m9Uxr@Xc8hmD z1DeZ;i`}BJ1}+ABBBuB*|21;ImOVMP*+N!yq|&W>TvUV=ic}&C=zds3siN!{x>1c9 z$e2_}?F>r*Bw|NS*cgy7H^eyqyj9*^_WC;fSdj<|Xfngu^XU0DXprOihtav{Jbx!fj!l3~^mJsz=$_h|M+A$c z5p)g_Sq^#*z|^wFJWBufr*a~M8n2nrpo@&#O4rTE_wzUfnq@b#+@hikk_hs)?W}=K zza+Q-H(W|nOxd=llv&Vppr-bQ>wVSj?gwdrHzQXA5>jARB*7{~=zb5v` z5T^`Zb}-mD{l&7*+|1UTW|ZkW9t(DZ%ApDm**|k9o=+jl2@{p$KB@iy?6*ZeH33ZMj>3!cwtIIop_a9Z z>Rc=*0K7~Kl6ThHPgpM_bN@mz%_5@y!WQwu)m2hpjP#Blrs&f#oDoa-_}6Ao|3qZ0>$4Xg zxFj0*$uofdm|<}1m>)E<7UC$K$T2sQ{4uqA7_|}Ae#uGGtd-Hczzh*xHBE8V=PrgW zOd+%U=~c#RjNE@J7+iE9=c%15j-qy9@u4tJorT{}3^6#anQ1*LjP7VZ4TfV=AHCKD z2>0z(3PA_X&`41QAh_MfwNP(0?HvIe{jj#&B+J8zdsAATz!e6MfJmj1VrNBW!1yt5 z4vQnljWfD}Q_a?+YNJv%B$Lv^w)v_%^z;akT;R;D1(zQcWSB zMYBumzsBuV(5ZjBbS(tQy4hMFl<&OOKYM{9_>5wOw*2qupUqAzxXJofZdC z%hqkHlvmjF@L<0Ltv@+-#;h90VATDV&0e$}|E!OHXB+U|%AMi<_&mg{J4)baLk}g* zX|jf0e#7Zm$UR(=!^Y4-GpWx*H^BV>(m>2vKb>kr)P8qb__ zXy>Qg<4m8Q|E|zl^D`@>bfqL1(NVS+GdJ8^po!M^oJ~LiQgpaipZ%sQh1%|oNpd8i{hJ_~vKJknO%MU6fQj=BM zahgT-+i7%Yo2__Ae89{Ik^RBXSCn4Px0NE?Z+=}gY#Z;VcKq6=(b^CT!l-sXzYnQK zr?Sxui{YYLZ`IG;C_tY_R9}5TAb!pdc>-bNZ|;*E_0TvNHUIA-W|^6fv6k0|O?EvC zzRysdPlF3YKlcd-XVyu?OvL>)jeNWa!t<858FRqT|7b`6ViKN-)dshTCP2*w@NCZ} zVawyzh)1N{-W_469dFv+WQ~MI?Q?mR4LsiWdg1TqbCZdsj2{o0!G{!aPQ^oQQM+Ly z6(vM@ybBLMZ!gG|6=NJ$x^0M@iv<`npCUE6)=?eEOMyy3a%fLfmOyS?85U+8@f zGQet6*I*p#i#&W4_TGS7Xs|TwB_}9WCsF^7KhGxTWY)*N?L=S5@Y_fZxQ<|?N_#gu zd^!#dw5;8&dV1a1F%4QK9`)rL)XOg`A-c}2H-0IY9rA>zc>F0OiOIQ$H(?>CD3x8o)_0f7i$2RX)W&h1ET5U!j)?D1PO z{{D8?;@$T$^kF;)&Kgpnbb--l7Ikx7oSN$OA)pwx26F;JALt?1_avE2=U3bM#4BG= zIFvY(?v0T&+f8@PS-P#e*Bc+-fXFLf*y^>t(Dor4Hk$AY?jQOQMamvIzi*n~Q0_^&dcDfnmX~!onczgwc8TwF@l{O~;P<1o%0D zTCD6=9}DcUh?k}t;shvXvWW>|;)9#gBoaClFwi;5lV^nOK<|M!REYAf>54nIXQy10 zJv@OA=ov^OPi7d&!k*pn997i~y2#1<3o;r~e4TeGK11E2ixrId)x5DNk3KS*ZIye zCW?sCJglfmnu3H7dytT0CCTUxWA`VG#V>T8PCm{e8*8f$>xuK7URHkb-G%TnNP#VH z>drF|)%~;sIGU2tg(xVE;{T#MTjevAWbA7E`d7Lw-eB5{&%mrXoe_3?&C%)Am#5ls zOK-D37A~dR0Sf*->S)FtRj3lygXV6t#iNof4e$rPA0G$w6Pn1ob#~vR)}7l{@4K8# zg(=SMyZr->(#By2i!_Fr8$00$i(s$6fFgn{)wa-iW{=}vKXw40bWct=b^Dq-`NsdWQYa$ZpzSDKD)EYfv-l)1C6w}Tebh! z87OAw`A*Pp+)@gUv?TiOglC{+Z~L-IRTc1k_j~C@2vXO_*(PPTvEFRaL_^p_pUxVZ zNcBmowV>7_QkJJ^8Rt+rLV0cw39ULs4~e|4=s$ZmB=bMoetK6_cf)_g)_vz#)@OG3i?KH2}}_^&5CaUB!3BDFai53~6HkiB59jD0mAzC&cSL zV7mfJI_k!36S>P>^6lI2dvSf*LYji1kEc-Q{93V_*U+M zmHlOqcQ8PWehC&O-$ik_^U>+kd*4`L^?>`IEh5}9O}C^{GKGs*W|v@nivyy z8RN~O@*=Z%q>dht#n#HnXzQ}yMZG-2-ca2|uFD(u(S~jqtwExJJmNwTRLQ!1N}&Vp zEQ4%-|1to$eYzW%2Ng=!{0dGI=0FxifkA1``&%TsNLGb{8)}M~)w{#(Kvx%9r|`LM zQK*IHp2Pajm4AH4WchCI)OHzzIk&ZQ6SOqLqQ))rRE3Z&jndW)+oPVh&y#otL^lg) zXFoY#7*#MnitTjll_rwh939M?oMYH%;0xClWF+0=V9u)JHpADJ)}nzybxHt<$V2`FM1wkL*7+xcE z>0fJVS1=#HXy{s4?C}6@ZuSCS3@PyEV1l%V!v!TIP-vC{*CiPn8*U(B&Szc|8?6XM zz^&B5cKX_$@x<=e<;)CC4kb&h$@6j#To1PLyvNcF|H_NycAb>IME}s%ZKV$%H~cv# zOc=K#K-vG9s}nIz@p?>rNe@5C^|jHdCt~N2)`q$Fq=SCDnezL@nXVZ(V~+IvtS?YF z;vf^fMyVRG?jh&$eO!kXf&lTOh{E`zBouM@KP=ODH`Lstdfjk{9Lwjt7C=hRs0Yz- zYX651AtG7(JcYF5Zno)P(HTw?eSr;US|9@D%7sDx6N8Amx4!-gz`eE?{T!q9fgm*d zPmFnhw`75nqbUaiSURK2MVR??JW8?%u3&O!?h_+MQ;|7rDUvgmyc^9Zwd-4skKRh6s%T`_M-ah@6Lf{3j*w(f?hjGm%ygj zv>M3~Jory-F5mg)f~Mfp_3bJkC*`{A(n8&T4&p%ptPlR_s0=m<6_Lj#g2B6eR(h?u zpKTsv@NslJkZQ>1dGw{f?Vw2}dOl@-PkIR9wtoi?@TKMIvIE15YbsB|*M8Dh4rVVSKH`yfNg^gXUp zOnig;+X`J{0>5PAR;x1K%iHon4H^dBJ=%TL)|?n4t@y zZj?xa?*)zV%qyQDa=4h#Mr8J@c^tXfvzP*CVwKe9sn`aoW2x=~RAiYy=#tULVXQ3r zuY6kKq#G(xsUhHi=*#%!{-n%?+T;0p#rDW+*^?qH;ajaX_r@1PEi9bl zXzQz6Y2wSdZi?vS&&;;R$e2rt*@vfGHs401>ry7E)=&d&`&c)26m1k`Nid2hBNP-N zi2xrYP(XH&EF=^!hIJp95eS?5b@xO3X)`6VafTTqg$nl|fkFH14)Y`R8=uq{77UTJ?;^>CW>M>v`r!|( z=z#@wpChl{a~9Y9Cm|+5g=ZCvCXS=lfBxkAJ3= z3A(dG2~}44w|s*?s*Xc>tMM=cyuUx{Fg?ENvGoTWd<2)dhpB9oz6 z^UQbGeSyOsHzX~TI5CnOa{PvfkJ7CAU=z>=LZsI3+s@MYzTXnSf;FUgpxF60MzEJ( zUnVLvk#H(?AgCOYHuEfTG%UsI#iFrTEf>oa3dN$;FtJZ;ikR2?{SO6u-QGY!1JD|S zP2yQ;Djuwm)L5}4L@}$8>$S(Eh1saFsnu*t9np9(V?|vWvCF)>xM$L{ld0JXN`!Ru zt=pxs$*Qc44I_rD@nt7#q7y)q+Q8mz9KAXt`jbHSS8&ww1E5u9u zgEt{k5a;av2vlCoK1@*Y&ntW>@{ zCINh&e)yl}wL&7vU9K@j?DXm=@nwA#9sBhcBdDOPa$z^V2FWAntri(~t9ZwiLnrb=6)e>77fUEi0Qum!S|ZKT=T`yr z>NN%=<=LW5mjo#HQJmyQL1V!MMm_;<3jqO2!x@V4L}Y6y&(8jrq0=b(&z;vmXmF_6 z+MzNSGcv7u!N-Vgt5IEEkhB0BN`c)hx_NO>yHt#m^N%~vO-TFrDPd$pN#B_v#?&Ju zsx}l36jXV%>ZP2qNE!W8D<#Rr)BH8Wh?NCj-esXKhlJdIkz$p3Sfb>ipcD#_;90$p z46__@5agwhmnH9tBv^%32VH4SBkevB>dq_F6A$cDDyZXwaBopL%p!>6J z0{zLzaPI5y4n{TcGomla*~19|p;wR>PxV)cibR2elgIA`u~ z&79t%A%M-j1-+QjD=Q_WgVXFaDvKTBwN2rX5b@w5VEQpgzK--v;hEK%-Iw9#3u3Z` zW8Jx_$>1ai1Y;(iShH;LLi2%g4ncWGblM?P!7IydGstQl-AC61TmQ^b8D>?`ntom# z_cuw(LbHL>2K`0#uixP-wBM%aIEQ&gZL7F8t_iC>sO)yTV~40j_n2^)xJ}H$)d70t zU97!vr?%VtN|xjr94-GUe7h->jGRA$ovT@LFg50kQC`hdOH2Lp7dJ=(Lm^lypSqEF zQ(8qBG{9FYn<|G=`>erZSEIubqzMAcobjSUbNX+#{zG45)B*|DX+^0YoC!0k80v7uQE$9G z^+ux28<~#D$P_(26@~V_e-~}X{=M`La!;v#UmT2fsrc`Me;{~39vDW5~iND0+h_SvVoZ#%T8vUmwxFHln z$9odp#E$Fg4;BX^q;`gPoE%6mu}15gETAC*jTGAO>$%Gc=6jHH+ua2f9EFKa5}bJG zbopeYTMIus9hJ*8j(e%fJjnkW*ZvFO?x^~ow7=^<5H?>wqd$l4R)8H@{xT1Y?&xX! zuxqy)3z2#DYfe3pgixs~)J5P=d%>RY+Im zXt=_^13lK&AW|rS(*d1vbV>+)(3$?t1$ zzhm_Ey=ADJ5Bhs~Xw*$j`l3n`J}nHyhhn!Z4%< zI-85cJ)Lm_{KP;)A4+{_xyVC2e8?*2_Z7&#*cSU7K%6N z(m*ToR9ikn`yS}i_3GV|b>^l$Fm3j3=oguX24~oE{(2QNQy2T<0ZhSb%4Oljndf0h z=$I826N;D=r(|2I5Fsk8gI?{ANAAgso?eY9L(t)iDzEesO=lM(wu_zwYtZ2z;{J|+ z-L0c^Z-(xyo5SO}rR;oG>e+*{L*qL}D-~;4!ZArO>|h^ZPHW;I%U6FxQF+xi2zmbl z6+hma)(Z@(%UlDwBa0C`+IzMK0_r4`5ADP&-LL~u;PffOVIv7jk1;sMp5+;BRynj} zugfzqBEK9v+HJD*5}m`>d41we`VTvXX)fAR zr9`CwDm1=%Pnc}?cU^JJ&t+$#9xN~0`-_ST`NIMjevvReUn=(_xNpa9U{{YXubH^o zZOQur2X_as9M$JaKfwcVa3e{oC_EfKYPQgM$BvQqg7;icMDX@zbGoRT-ozWi7o45X zxgN()e(&B)&NmTKb4L&JlImG3fi`+MwzVA8`$MssJpsbbCfQnQJP&`>?VJbxeJ@2T zZ}3cQW-pX*x-NAwP^q)f;-8Udamx()upU_8iI{)Xqr+UBJhW=%fR;`&&eutBrqpNJ zF+gZ0XBO1OVy?sLHh**A1Z2*|-7tSoDukS0okSaiz+V#-eqkI5{QV5>orx)KKc%Hl z1X3H{`^m+X)VS@*;16f$y-5a(R?w;ba(r8W{Bk0?)GsGS-@)Z2OP-oN=LO$d(|)e1 zdM4g@WHd6MBsNFwK=P2M=T)D6$ICLVCn_=@S{3bmQkwEVBO83NHJdZ2M~m5j$H_XW z=tE&}McL=a@XW6yAM)P4tQlF^26<%`(R9tW7c*yT#`%U{@Ec$H1=NB(Wph}pVPKX| zFa;TFdlZh_H=}wkkLr4=f%bgW8vZvU>kPGl zhNfBJr|@f@3(b-7;ujJerk0=ex&jABe9vFyWj(=G>Cg--iJQ&TgT;}9g}EMz^U029 zVKH9qG)5rY@mC;d(&tYNOSH)TX_CKeHI<(!A9?!yavro2c;7J9MAL4xhChC~66^Tp z&J_f?*bKEvk7}PgXu=?`xepsG{KtK^@C0RUGujtWN>rv05ak4<+K%#eT@Eg(LsOQy96Zv%rJe}$3^&WskGBO zP;UFxrTdB>{hs=I?7#vzQnAM6^-NPc{SiTUp|m?46~|s0qq}%l^&Zz~+qvl2L&>0= zHA$jIk3aLAFkLyoKbj$_FM)`p&K$h71MN&S*Ye0cWWtZ4@Y&~(@{m0_q6#Y9|6X`- zsN#{QlB34ledbL`(GKEQaS;t19Xc%C2Ih!~w4H)s-}BaJ7?1E>mU|O)<6s9rJOORd zO%n{NdF!oRkQcGNUY}%@^FFR4DcH$k=(IBsFNqw=cinE?jgTyOk70Q< z<6T}!?V&fpk<{Dvga0@&Bfa|SJ>tKzi-$`#=il$owW!_WM)%QQzxa{c=ovY2mAzWM zMTp#<EQ|Z8lIcbMW@|&{UDnq(@H}dog#DBnxcu|#KySbJpKi*(Qgc8`fEZJ&dsL@F4u zfJ=P6H$2(0Tyd|u^k`c06a+`qe;*)}p)p}0SCa4~I%xkYCpJ?e6cKMHdJSPuboRkE z#&v|*WC)YX7}2z;IEL}r6s26BN-SU~gUFzF#Q%0tV@`WD1u6TsvWH#?3JaKA;C`$< z1fxS!vwpqxT=lNh?`d?d}T zGhRV%3tW)KaOW#^a-$k;eEa3Znh6#%1O=4&J1}v`1__q15tB#7h{43jY+S9ly`c+I z2bvUs=Fm)PJTtm#!l()A|Ncp(v_4!vuxzKQON3h13ys~T=5K36S6(q)q$lE1dh z7(K$XZpViGHtn~Oz`HHT4U|j$1S_U1sBq3OAL)25CPet|?Uy&U%lvUQ@5d-Psjf(| z6JgpOq971c?nsI+uu!04cA2SUznoKa7vZd2su_daSYbJIKT_o?lLWzqXWRV2=4Y>c z*!_wHwacb~cYp-uo`jSn1DA=y8xg;HFav`sXt$91_(Tse zkOtP}M}IcS@8 z?fQk|mc<_&G2jAIdkjPUQ{j#sBmh}lFetR0%(G0-*{)#!VblG29m9XCJ*e7o?3}N~ zH35!xm+rJPnekA0F~<|%`H_1#ApYY!?$FD7^pLgUZm9B*6cI2RmHve1$Evgf`F=@W zH;F+gfDpx%`6n8u`=~QVdeE<$RP?Q=LhAE7BG+Da#NsHGgftd^ltH;}N^b`AqlvhvgC-GmUwPa|j!37*X6dOi7g5Wz1k>HW6oMvwbN+trJqJA zt3=Id+$!GZaop||%;%d5@--W07ld#NL5XC*Z}=myXxF9g-4-(xa9Tn2 zzyspnLt_4xRPG%iO_k_S@EllHz-Z{=ja@JLFnSTDQqV7b=6>!&E@dzkB+U%%B4_$f z&KnD!?L3?$o+J_W)wi#>;uEJ{5o8 zvYQQIyc4UucOk^2zuGiqb;wnk0kWgv`sQzE`_|r)QFdCr0JnI)cklnzuN|V%&9kYBF36vdJBbdE^+ajR11TaC>DbK}SI?D(R2&3wY5yxc|$aTs8iXG|F zK?NL@ZA093uZ=+>rDvodtDLb08RC`?tyEBh15x>FV3wY1>C1TNH(p$o7< z^fL**0=t0ouwO>L#6As1VBnzB;}I8&h#2;;_HZ+MJx+nl;HB6j*nf?`$RJ<;*sMe+ z4tKg2=EkDm1}E{XTRC|v{f*P&f*Mx_Gi!R4zU1i+e^}|t>AjMRKW`0ZIiJ+R7UqoF zJ~d;nDp81?w@YmuvRgFD+N$f=_nwa-seAB1_BvWMk%nSMsb_cN zWikRtrl~#3;x-AP`FDxCo4{i6CvO{1AlfWVc&Rf$Sc0LMMn_>19{XJ4o}E7yVTzK4 zyXL2-;;;NLE#NJ@%~p1jQLce(x7-k@eSM*3Y&vjPoZf~b`Ax--5hM2>Ja!!HhUJyN zAI>&jAAjeXt)5|K(^<1Uge&n)Q#z$2Ht@ic&~AT6e!-gRV3GIW{Q2jkhcr-CQI^I0 z5@jK);*PAq5_iq0V9;C5KG<*!HHISOp%Ltr*JY2;d81xP;bzR}0zWDFs|69(m zSYr&>Znm_Illh^524xX;HohTmG(Fxx2n`VxHO}z+Y&=w|{LafjP5J znfIED1f%Io_hN~2RhRHtvI__(*~&^3$?O; zG43HF3s2cFMTeR^%iDc2WGd$ZnjBAFY>LJZ~% zE3yveE!G#`ChGIVDkTZROa7LF=1Ru#>O!nO)6F<9)K0lHszg6_rxgayZdXYBIfc1T z_^lt9W2mIBuPF(id{f-v`=}KCpdH(lIua&E zn2iS)Vn!2r;bv=EinCj^OL=LxrkX@EOLqQhy_M;KI}va3(}5i9$G{R~@E$`UR7aCK zIPoz;O%IkI?vq6xcaM@{uJKLd<)pH~A(YBJ8JZEAUionnUREpImQ4L+gMc$uWL&0L zCPb;l`g1a6Rf&AF(cF=c+gmcWzv-EI3CrS?K0{oBcyj`}cMuG4#e>=2P@&yK27L_b zb9JAqBo#=#PYW=w)OzD*uCvGZrno$8)?J*So;VHG`HE@&K<5%-ev&wz5UOVgY_zaCmK#^iJ_Ai%e z5uLU>RHfqBaB;PF~quZioxsD|+fr6WTJ@-> zvB4_YCjJT#baaUt+oYBvlyJIyqqNvG_E(;ni7M#n(Ej@VS04WIKLj8E6}J;UfSXi4F>JM9upI9Z;GO?gI7$Wvhw8WD>RSmp zYQu85z`%_ag49vKk}peM-vkyba5O@_-`ksn;)`VH9or}o#R&;I=!_P{=^o`R+{ZUXeyU@Dt)q24V(nSKi6s57j;?Kal3!7rDTH8Vp`e2sAf!g^(C(HX*}1@)#9lG; zt+l%4UnAQ_#Lzd%PknbCDOy=l{~hms#!>?sU|^kJAe~BT8B=Sfm=I%Q&{HVhzHM~?nwQrx(^A+$9E2B%>zQFtxccs&V>}9cJ)(eMcm4onD zPT22kcYQCO1``8UF?9!ICGuI^*8MgM=6b`Lloo6?W2*fl{rAq9$^#hsGq^qX?`_?z z1=b1l?8Vt3um5UxA^lZcxbO&YxI8FG4*foy2i?h8Pa22f7`__LJ_pUpL)RJxS@!s@ zic&2FiylkI*}aT=WtnBx2o3`~Qrlr>c@k$Uy_X*} z3}ujdFu;66>^nnP~Xkv`i2fBsJDeH*95%s{G;J2$->wCem-eMf&JRwylq}+ z0T$x(xfwBJnqqlxm@nuVL#uPM5@n8@e}irZ?JoRXUggHV{d;B(%5@x`WFhyGd<{pL zIHR%Q4cY!=wj9^I)|T8(<0j5QprAtf=;V6P1Qx;v6M1rYlE)!tWmv@_gczP{qNT%m zp6XxQ8-X&+8L|YYuz+y4ry|K6pU)gVJdU^nJGtr;7wN$+CzYfXIxOka?6G$#N+hAX zL=&^7VR4`*icucm-U>Ao&@~~&+fm`o5xg%&l}1XJ*oRxdmU8emGQvN@8cBcnA%}3k zyyW8T9_aVYvz%N^%3|<=3g$d$*GweE9oen8#-4PrCQM1kZM*qI2-W;%NU%Pe2886t|POsr@*>Ze%ToJXcw1skuTxUhXnWnWa^#iJ(~%a(Zer&kLeOYe`~yk3L#nOeS_ejin=mc1BFKXzQmjn3tD*o^^3cd z_8h&h(y}}XNKu1{x{(5gw0UsKxUnF;7;Z2-^XApWOkEYtT+%i-fumLs@Kn|fZ*Ren z&=8m9{kr;X^wx2esLGCi%r3?~4P}k9wFtNK5o55!$tJparZVP1U;a$rNCtE8kJk>sR}a8ArC)w4pe&G_xUZhEWc2CQEySch(&<$PYETdDfb`4WjTg>RtY&2G-rl6aGqG9aY!hV z5Cac~NK*}bwft00Vt~ED4n$Ds5flw5IW>$0u`GM?$6Rg|4N0t$v-V3nxOCGP>RFA+ zUA&p?;qu!{YStb|^~`)zcg#)Jx9g&IiRXkGW&9b+#QAwzB6h~(lg;viH`9+ae1}oE z(37F3N)r+m)I{G5C3Qg4$8} zz)}U85R{2CC~U}s6ZI1{^em;h{)vPO5b8AJoQfw;ByD!s(d|39BV!4b(##9~fJfev zL1V{q3r#!dR71jJv;q!PbJeLZWe+bNOiZ~7NcS_jX$PC@d8|uC?u=cfk|6n**Wp=x z;P`QS3Msgm))2lT&)!mk3K7yiU~A`Rs*N^8;t$` zt*n-lY0(dC^OzSj*niO=k3%#)PVS$)Z`xUQJjnXpa+4A0dK8It!!H)GWl40;8vp1LicIWtDYcca6c-iSjEn z2ne*HVOND02o&!XpyZ<`EJdlFZ|97hKNgIFkp1Gzq71BHa#A#E^9(fw zKS`=a$^>Yrx<#le1gRtHo(k0XZ5_cTaNmsTIP^89o(}fV3WH8a{S5Q4QR{E1!fK!j zI`U?as!P-?V4#&3U^_cy3wS7-%{zN@z8q;!UR#wBKQqKWx4qmX!WyaC+hWHLJv!w! zgxaCYzq(BF17=-7k@q-#5x2(~lUm#>Mt~`i+!1RZs0~Z$v+sH4xO-p-ImW~rSLX~R+UxNN=|X2fs~-MBS}N3acw3W? zt2T9-dqhw-prJHJVN=Tt1c=E>F)*=$27y*~e}Z4`G>!fSTlzY$S(G!JmVYwsNYqv` z61dn-vO5~p_}>_3L?T0pK|;q`T`+0eJUi5LvPc3Xj;2ii_L&>)@Md^jaS=Ei-i;j^ zX4vQar71b7tB+QuWDyQJG6qus}z?MfB1R z4odz}8H%rym|_%fo|F1oG{+k3n9dhT$jLWA4gvE2)twW960jRY0?CR@m?;spy%U63 z1kjRz1$@rM+~@4Q@ff^~R7pB;Zu~JKPzWC2KdpTzO|OF{_VW|!1x81;5hCbJvPY=9 zI-_Zw^2&23`)%rZu?gTXLZoE*19bLX34`=&cqi$2L*&197WveUR_;B%c^>#h0cXLy zEZxqil}x*XXOW<+QUVsZ;$5P8(!zRbE$_sMcKgwcFT~yd5mYG9*6`iTV!xgRAULXQ zjj2qLpF#2<;9=G1X5+2|hbDo1KzH60xKc%QF(HDkq@(Wn5}Y_(=)Qj5zo_s|DJQ>2 z3NMkG)Kq3FeM@hMVSG3C>2KR5Gh@@lLQUJLAqu^+eVGI?sFVQ|VRt zO~JL=i<1#zASy^*4x&l+$&y_Mce%x2OqoLJ-*%(Vgl6Mrm#MMDl-txMS_RQ&lGgq4 zTA{!?={fg$6<8R8K?Q&KN_Aza?~o;}yD2lpUy|Kw&#N-C^7zP2V@OkAerePdy##;S z@G5oI;qt=&aB*^Eour(6tZru#-r#5$@Zv3+L*pL|v{n!%Wo&*}3XQ5=)64#^2m*_> zV)vMq-RUX1$L0KW+aF9L2z%xoIrBJM&TXC4qJ6V<=!%JY{o;b>u*Z?IN-UaWjvgd!8+Nly~j8hoVHwp&nTr;FhAZ%B1J%g3KH>VJ-4_3>LrGw z`@uZ{Qn!eJR)8~&E8N;-Bt>EJJMkfoq}#HQZ4>ugcO5yL;8g1r1V@~I8<0r{Gs;|Q=+8P3 zzFu0Ww#D9q{aHOIH#6160elLCzs0{R9=V}2+MS742w{aDc8r6LVL`gsWVEfKBp!NV z&`X}coN-D){?|^{+Q!Mc$RMNgvPXE+(`Hb@JsD)42?wQ`94#l8L-|)zYj)bZJUv3~ zU6^n*G%K{!VC15Q9{Wq8(}yMntvj8XF(FpD+{$~sHB~lqN_dIDhbMz$^PzwbAJw4F zYK{->z`z_qk+v?**%=S9fHXz#XlW>~Nv@E2PF2fq#%B_1Ct&9awD`N{3q?bSz{B|^ zs5H!S6pd|e;$N^^AAXm~Ez}HmRHA?BJ{G(z+aThqY zl9s079Yf5_0rSq6C+6`YQN`OXp=ptWLIyc!9Lh3+JDW_kj1rAn!?ro29wj>oB=v&# zvV%~xXTD+xMb(d_51#%{E`xeWk;i&8Py+mxN%IOfB@79zif0i#BpQ_lya$;F3RkdR zy_Y=rDn`694kS$NqwkUnxK6Bhk2;Q;OZKtE>dvw=Rz3wqK4Q&mbL@8i|t9n=>zovIq+X*q@v za!vv1K+g$I&+9yX+d~33bqt96jQ_;j=6U3}uixyPxdJXq-l2`=N*u*yBWNw=w-@{$ z#Ou<)h~1AVzy6Y2t`3`EpPK&iY@?Lf-OgB+=*phnYPnLC)GQooR}y;@5A=kyI(`Ut zIO{9(j*ne}gYNj7 z3BNU=mGi2tG2!LEbKnagIjbm4wQ@uc0R>}C(`pJ5I-XhzGaunNqcAzA;}7fYBeDc~ z=OMXa?kE?T_}5RXv)-4Nh2at^!Yq@Mp5Mv;c6gsnzOUMUC_lbRS9)?u>))CnGFMkU zkuk*)mxqc@oaChV-bQ@C9c{9LU6lAwQpE{yt(2Sa4eaJkY>OVbC!E*#4(pn1&moRS zJgsGI%MG=N#7Bek?R8Xzm&cLcw$In}LLEN8@9`a{vmBCNgkB4L1heS9ti?WtdSNLd zc5L-=cHDOfYW226q>W7j>d8q%6VRLt4@AGi`8eo*D>d1cr$ik&jzofZ-?MkVoo%Sr zb?`Dhi7bdp?a*E?{YAR}y=&QJ$>EwS`+rsP|20$?HxNNd0x_n-;0Fs|kSX@^otP+I*%SF;cq?6teA zAJHA?(Ti%xr={BlvBT8+CvQj|Yy#U^Su_dt+FxN0?^nJerF}kCz_+#w5SR=lJgh11 zSYMFEOs18iYbhZ967o){ck1Db)Y26Ul2}6Ay}=&gyS|)c^T#n&<&I-Aw&GIS!)W7( z3z8=&Uzh>5pFxqmq5{nlCdTGrw1hpwUKK{f#hgJ<$vfWHUIc z)W?0%-DE+7m*W&XOgtX=&L?JgVb+W!rOR(<=SM+alm=Fw_m%YpZ4`U=$xn9CV4(K zmAtRfHH^%_sUzOFIAuuqR*PCTmfHgYM)X!2`n|jUW6+hoPjIF$`!JB2p%gMC76n^F z(O$gApMTw@aK|Em62R$+XJG(|D%Q5KP_j8C(@;0T%5ftBaOAm@3{!(sxd28|Ktl79 z1PFDYphLfoj3nbP3012)t+Qkxs$~Y4Wej>3Wa_yOBorsg^a@0nz7bR~Z|BlDpdf9a z5a596gC-SCtZSFLIX3Lh4J7*KBMb7v1y^(kFc4pXSs=m#MlPuG_;_eCI)K_$uNlp; zasfPM0&j-KM;s3H)NNC8z(=ZYUI zS({^U$2|~Jp{M))AFkelE6!-^(glJ`a7d8CA-KB*2=4A4f&_Pm;O_43?(R^yyBF^6 z+I8;jZ}jQ@0X0UAw|1>}ueqK%m%T)E@wLGNhIi2?rr`8e|NV>h)4vbE1;=Mr_<}0L zJncn7U+1Y5pl$F^O&1TkSM-wp^(%LpKjpT|itVvAanq&nOJ5*=78{Qm( zJl8~0QG`}xH8)_MDi=Sj7YtHVaUHY;swZPz@KcNX9P-MHbiCY5$<|A5CL-@qyg#RA z|5B0)$OEW?09-|Z9uOd&?JgO=Jvxv(!)NpDl1Vo%{D;SytWN#5(WJS4bXkcdeoc$% z)LsEMq)rEuV@hAA-}oO&aF)Pr-bup+8N!(HVNJj7rm=k96PGI4`WNu`?LkMsz&4@# z?t$3!aEO2>q^IqAnPCO(*9vmxXv)+nsX_Jq4o&8(z#j195*Dgsod1%lTHQ+`z19}h z+sJJo<;jCoTJ1TSD$(UwUfmkSSp%N=uOtSE$bQ%^zS{;uBxW4epICEpyskR*9Ku~^ z7IsQS-n{>o;&+E-;>xu+YzGsYZzpg8VrKr^i?5YQL3hrLET+)9f=rva!cYG)8P=fTS_5TQvEj~3{%GXvc z;Km#b(ZJOfoXULf($W-N@S;|MoVs7hSm4I_$po}o4|cP!uhLJo$TI)zNZVgpfaMf;Y=!!lD@q|hTX+F(_aA&QzW z6~QhVd!Mk^JA#_#$~a71rKMu-JN7OaH^SKT7jiRnN3r32=LMHiC=s8?ghumkLBiuKn;y0;GR&S-Ox_%qU?W zHmXegWco?2+xFGu88VJiPFb##%hLv135_cgD+~1<;+F)!s&#YA|szZ zoh+rHWGFq4!PqY2!aiCxy6EMwUs^9@;UAme*uV-28J+TMimRnve?WkEg~4w36w)-M z{hhSG#|GtMS$~F65eZJAITz`d)YUEJU9p;pdY$mK(bh~^x4>vfFt#b89YZxc=V+-WfYd0ZW@ z9M8p>Nkoh0j+=%sEt1*$QR2ziW}n;_owSdfB0Ml(jADFAYilI&Iv%pO(w|Z`Xs_WH z9ypAn?=P89pO|lD|5u>s+j|qw4w@S1p5D#b6lfjrSwqa~o@q5zMu*at@8f~tEm-1U zDDq6)P0N2F$2ZmOxYgHh57+DzNjN6gnRUv$snzK8;fVGRV$Mx2wk&A6A@1>}zt@3+ z7jSvlbO!{`bj2zY2w-_tlXd$eZ?{D)EJ+T8%arF3K z-hX}lP2NUocH1sj(+03jxhB(HjU|wfP8uBhd=g+McKf4n^Dv00BqeZD5?(U+$_eezb&JS zY9>`UJ(V$`@5m?+a9-BsZ(rOD9+{||#H1gZmQ(|MIxS}`E4P3DVJ^Ki5nVv5PWu&r zNA~{!5>6Ea5}{=!9iIVn;)0tT2K5!asIy>b{``WjT9-vlvZHCx0IawxY?7ru9!a%V zSTC+HpV=$Tfx6%Lw@hcSR7SfnFY)Rm-SDWIRll-;t&>zG2&6&6U{m9NhOfN-6u{N2 zJs@~o5S18DTSO>-b43!)dXO@otfEysq#zn=i+VLo5`J%`sv;+W8bQ1q53`;_$<->F zPQXU1aNMqRCNE8z^t*S!!h7jj^i2W$@DrVXDPRr%iN(;9`1vc)y}x;k2z`Iz zHFtBjC}Lav*rH(1f4FLVN>x5prn-{R@V3+S$0~GcrPOkB zac?$Fq2ZAv$b8-jHb$*!`VHEq%CyLZ~(Jwx6; zR=t$!@9p6(`XJAD;WqzFYhUF?X!JpYz+o^S)QkJn%w-5@BxOVJP%+yA!T!e|)5JWW z?vUw8a)*%ymHf@v3MDNeHB=zXS8l-tfm;(#xx039A#Jym8DP|~GbPG}hc@j0Qq>ZQ{f{8!>)Y>L`S|Q_Y z)a)!amfrwqwl>cA7+kzH5%qp!3W0v(``;X~URY_i_`ZQYamYg=+7}p?>RR44lNJWw z!z3X=eUE9r6uGq?15ZvmI5Z#pXg#I1vuns#;kiK9rA?do8%p(JsIz7`x7~~CE3hwz z0Q)Lix|9yFEkH&8shhDe5qz0)uC&%tdsRx1e@SOkQ$#P~K3y2mzPQ-c_j#eU=6-d? zsD$|&VHk25eJzi2X>?wi>9`MThRRk`Yq-$x(&f*%{n@>{IkM!k)fXj$8!mF*VbhC^ zU3qgD6#kff#n&AftIBOxLGY>+7dSKO;cn$`VAUU@9ldR%M)P)%v-j{NZpl$DtBHd6 zTT|F2Dn`-9&Y?VtdYdJ{wdsyKQL>MjZqvm?TF_W_Z?M;Taj|_~_2^%N!!W}}+i$5M z%Nx_NTrzV>_d2}=?1x}~1(iSfH{NT$gEvEc9#IBb*z@Qjxq`;^cT~xM2X`mw_% zZwU~+oq!Jv<~h*88cBx-E}|A^kq-W)w^5cJ$A@4V%+&};=fIo&P-fN-i|QE<@BwL- zpxCYdt4;JEDK?huUCkL}sUL@AN8ao#&N{q>y>(27RL@mR=P_vErFTzbTf6ofJ3U*!iaF0UXOeA|)I8b7 zR)M*we?V5bkm$g#QIqYmjpoW$U5Vx(ZmI#)df9Px`ngxSud4YY1r zqvSAeG+QBLFs5!I^Vo}2(Zm$&X}_-7Dy3@4dL=}=6Jp~1aAJY6Mr;?>WM-J$a*=ya zgFgwACr<|>6lZw0B1ASk|6NEXm3~JiK|n}0UH@Tc=}0d9D-GvHf@FC|^f~ed$(!Wj zHt??jEAhDg9QEWLIfLjN8=7BkE-250kaO^SKPO+Y^vJGY>V#|oc z`}Udd4^v1ozvqm1fPqlVJYVD-fGZMi($!Z|G(1py=;U(N8; zac=I%xBC~C-=q-_egJ2FoP3Y*r`TPCI#M_l4}5X(FD%EMtI{_%mkvpgkb=4j3d+p| z3{Ff*%%SIbem;Y}e?#o;-7Ncj{w}a1`ff-C?mGij0 zC-k?4d8AN6wqsNz;{o(8kJnS59;}>t4!Z@HL1YLYt1m9rt~>djM}7U6X~=`yWZ^X0 zNAe@cfuXw8(cVZ=_*5l){KT4b3U1z+hQ0c9*nGT4u}eFAt^%P-wTNiXI|AyhiQ~a70@x-`(t^e#@T5+H_6>EXyo(e*N7mOK;a$ zGrEyCWkX{JYAN2E=m3sKYs*%03Nt2@xC3?sk*4eg?^;UHIHQ#)DtIQW82Z5tb3XrG zaew1uM>c;de{d&2Psnw1`Rxx+BTmW#T&e~JIi<|-hh8F)eHiO zSozgE_`aoj*RK_tN+re?phv-f7!8qinEOL{U0j7Qck%b8IvG1-;D628qMR~za_$J* z>)=UNvTcWXKf+)AT87rmuBA63wdV+yO6)#7yTdw3axmBvBvo5IGF$##9wCDNdDG@1f zn|l9_vqkNKv6YtC|7`m6eALDyeIgB42;l#1N31H~>oVd8L82=(h#DS&D)acK82-)8 zdW8~F8S$b%>Q2;?75*PF*o9N@4sqbR80C<7G5P9eY&wj4?NUfBJ(}xyd5F+5OY}FP zv<05#>Vez%P;cly9{Ir}dhxX4Cp$D};qKeQKO8#Liz#RXT5JwE#iw4OK)DUjxf6oG zBHJ&SN`{<9;No{%EG?DfOlv1qEH`MSJ^^*01Aol)q4^uR@|5R9ALOdcH)r6(wdeuU zCE^3q57ji);MOwP?)j&D?7>8Dp9gS>m@SjT>C_|owr%ea!|opBEf1EC;JC*ma4!99 z%^DuC-|aWI(dl}LPn-rs+!_wyJAQC6u;hyDe#8PeU z+ov8m>AkZ9(KUY+6o!3-pgz4{wjK*_r>Yy6&a{n!Oxn0oIb>f5KAhxA_U zCcKL0xR4SU!guj01e<5M6iVhl2d9k_O~28dcd(+D{^;ubphJ4hqJ6$kZoW;I_TKeT zIQR(`m%3{+S9Bj_Vyalr_afiTL!Pp4Pv7VS`rHYp&43g@ViqmO+`)Xt^Bg z5}w>B9q7zwnyN_L@9h$t9L;-Avhagz^O2743RBs))}Kqe9TQF^FDsN4A}t#I2jY7- z|9jW!MtN6!K2s2EulgtsP3;BpPKwu$0#vV$zE<*^U#xOSY?eA^qZ<%Blb7Q$qOxCi z{SQL~hKY>7kw8NO{Z!IOpNi*Bo|b~+*IjDtW6sm|4e`EE)HU$qQU`pJR{cQU=TqZ2 zh6jZgX}?&3s~WNTk?h4Vb9om68?;K7ha?#aWaQ-Va@}mx9;5Z8(T_`Xc6K>y)Yt$DO3@@|-yVXXpU3<@Vt zxW`m3wD61ncjenRXIi>o}s2_}1`A!ZV5Byf#8#KRo`3^Be|Mc<+tfVXAv!BFs z2BuLt<{mn&j2dDU8(eDj0r!-|)hFre$_4bdJ4&iVWOuyiHAA_j_&0IO#}boISDof3 zUm6(0E)1`%p^0ZP93F(1dw9W-=Ic0oas~qXVDzqGiNNBF(Oyr{pTRuNHlZP-Lc;rGa6waLo8$GD4j^ za<@{6F*}M>mRa_sN5Zout2z~rwJH-eV$v*(g2R#^zDlXMtuR5XKTL*$h=W?3Bd^1h z!Kq(8_z3=Nu)uugjQq7quz6o(UJYE`5T{!S) zAz}*l+`kycf@p_+orin7pjUrBpT4(z1b7USaF2UbUS5y&22)b-LV(vF@tWu9T>q6CA39;sC`rmzjOT z7YkFXcrY6?Hoi>h!*qDH5=?P;i%%n;imMRZ6f*n?0R zzm_`zKgHYD_kd*CWJZz0<0;wp z;5T^#vGI8nUkrrd!4?ya%cJ#>-Y7VvEek82C%OUuh zLoQLfdkBI2Hky6ahw>uwlwa*PyY>)99eJQ8* zt7<@!IDz_LNm^3B4x_;GjK3fQ-hN>~f$YuGaALfL`Zs)tRuoQ^D~LLQ?KmQ$$t9rn zwvwr9>y8;=7LK3(?z82cb5o~_pf7+PfsnM^AGQ6?81#H`ZQj*7wHGCjDV=U97Xt3T ztj`x(OJ;^twt>OOj*vicf`R}sT@006Z@h;Wva?CVE)U|LoebRdo4G=@v6-^VaMGq^ zZ?->10n#R|$F_~Jq9LgZ_5)bavb9(avLmT#pYxd8;XB>K3$-&6Aah6=-be=WL%2B0 z3H&!#ao@&SqpYOBXS{9~Bfj0B?++>;EX)1E?3eo2P*F>D0TS0WgdlQ$QLVD&tQ@(P z{P*qT67CNUPqfe;hT25orP^6z?B4e*v3wRMn6fCKC%e2BO~pN|rgHY5R95bv+`7Vj zyKJ3)hi}L&Yv$Wr{h8N=eB|r^htuT(BBOR(qh#FQu_yXp%6z381XdFXG9g3%qU?-V zd$(0YM$(d>DL!o&@aw67WTj!B3YCEXmyiS%ctpwOzcDJRQOe=*GzAHcM-0t}7lsY$ zV$=adY@gM*oVWiH4^=v4PuYBk+IPz$jr%~phe!h9?1ID_DqOg9(2#uKptqKF(QKJ% za-$4#oTMtgC8~oq6?ZNq6;UsjU0O2W>QR}) zYx%zE9y0Lu@TJ?vTzfXr+3ahXsN}GCWPZ#yKI}(;>v709C)I2DNw7eIQwUsHi{OtF z+R^jf`R5NLRlX8*I02tWJsu-i8?fhMc6sgq2$m)W$EdmwaW$vZ-65z&XfE?;(B{iK zf+HG;Q^3gA@I%yeW`l$_LpYw7dgf+=sIrEj`{T3m)#2XA7fIMzoI}RHP@QT{pB6=w zn@j)4bPKLWg>e6vrU0YU{2BXx&)9l90bvwujq?}nw z+Rw(@x0O-&=1p&3U^c!Hah2U<=>%KGGSj~FL)xEwVz#HUgP)W8OS~)@{5EY1Sbhsu zLJtq7DMa`lg{^Lvm#r7IjIxL?8#NdCmT4YfbD_Dmkr^TqQlInagM?PxL(ORGt;`*@ zpY_J~WSGEx4w%HeYbB`*K{LBQKn9X*8w+k848@w^>afAkGnHS*8{v?`$kaWE10W-e+OQ5J;dwu`$MS+`yA+m}TE?Z>*hS*TI4-H z3W7`<6PMwO(r$;a%?lSmlX`k+gEjzya9FC_&ohnz6W*6yE%mQ#0~w=8v+1;c$=zq; zLeDYFNSSMhr@QmHuc^PPMc6(hjFj0h9Dh8wl*wT{rD6TZ5iGQ>o-fm8iK`$TyHS`= zyn-X)(kPj)Tx`B_y#aGaybv8VIFO0{gv2|=CjV<>-n|gnnkV}4x)T)s(-Mq%@7O0u1E@1G7 zZreli`R1K97g0z-d!AhfCEEASnlyq}|HM~Af!sn(P=JNm!g0C4CkrLDN<*uQNoaD_%LXv*=oXp2I;w_B{=V z)^ut&)WaNTSX1yxA4>==HXw=~DN4nZ36i?QHkC)O_3DEZD<2)e%qc0?6R|B6__f z${9M?XV%LE<|wD~=__ucF!NN^H(qa*--#Qnz=MqH)<@(2(3}5cP?y#p?W{Ll9*<0! zl|cz={zW-NH6cfc=Z2r%#TfsAY`k}#g4^jHC^tw!fbGLI;IAZLTcx?WF!*g!aFx3N z*~Su#yN@RP?=EGd42lk3WU6IHNnUvI9|%EiWC}U*-K8R+>+y}LBI5Nk)863kcXjpD zF=Lvzajpp|Y%~>$_onTCLMYfHf}L2uUF34tZag|Z`=v?PAWhkyFeg#n-#!YU!~GfB z>k)%eHZKHHFg@MHV+y`d{putIc|(IVj~ukZ{M3Scv&Z=da1W7f!Gy1Q+OfSPn~2Ue zd?1q7WI5MBF+Mf;79&!8Fk8TN<}WvE2Z@;j)fY%v#qHx z9EaT{1eP)CeBv?8Sf$DF7TzNdT;|($o{M#T^^a&?)E~OeN zS&V_)G>Ib{Fg#as>ks}xa)J#7PTqXC+NP2+CLIWvs4k7EDay=^e&s_OF|z?l(kCOE z$bSUq!LL7@&^%|4P)rw0cs)2@ zK($k-1r*(zru8OfXKfwTYh=3#TbzBjZ>F^v8FL&D$j(ynIo!l(!e}!vj9;hTo_7LC zM&|qhE(9?q@u(JR-HGO?Du;ROEOLKlfsTLwZCy@YSvL1Oz$M!~XGn7ud+~qae%cZ7 ze{&ZPI&{Ca)B=Dq%Z=g#Je0B7f>l<@C?-o|Ena1ALf{|4VxX->`}Iw$@OYl@};x7s4rkKhnfOU=-!@Nt=i4T;)V?7RShrvhVGMY;F-`MiyY8 z`iiU#jZpY|c5q_N#u(&Nz1xwkKho&Zk$&s#O@Z|3LC9&-ZRIF4KOd5&3fApeYxD8M zw5}S(qHmlWk$GAxvT>;l%;u~^m3No(|L2xx~m1q%oIi26p*=lDHTkpwG zKfE^*cIuBNCJxmW$FB_$b3+8jk1e0`^;dJ9#@URSc~3P$!T#S}sS#{a;2cD*0_g`s zAtB80fPws!ICS)1-8*t8z`3X%uqavbf6pe%JgrS*I^aHQ`TFBxx~r9=7`bTse)kRDvvL^`kNGZaR&DbEHPfs8Ba~;rF3F2Tq~YH|nLAw`~LJnjBB4p3Lv*c}}{9 z8VM&|b-m;Es>|Ja))Rsgr>sQVf4TJp@)sPfd%`Ro8v~jY<@+c z3QQPH%UN}@{fG_2cg?4PM96LBNS~-GRdwnvtL5FFMO>065o(D|#Lz0eVQsY@rZ#f+ zYUx^cD<`lfCpd_hXYeilpR=@BXY zxxbOn^Wuz>O|+&V_wDxQM!_RKNPSIv;T>n*H-&_f;tTnW$!0Ee;KN@$bk+fEB*q&- z#@pS^6MB%#))RVirxiEj!=Bq?U34-5-wwp%f`fpv3ZVcmK|2Bib}UAUWwOuh!?gnHNv4!y6fwB*8PuIjmU? zK~ouxN1f=2Y>&D#_lSCZ>-ueB4jjy?y?rfWV_euge_pC}-PC8% zRQ~X9D~`}KlL`w_21~&Prc;vN;3H#=+Z+#kQ z5aD88STV#rekv86dFK-6K;xUEo3=+*^yHMCQ~96+bz&!XAct}tZTXdv*#2NcpMO7I z^w;t|KB4A9g=$sCqV9Iqso;aeuU8*M)h!l^5=fPmZf9RMdZeFm9?8<4yggoUx|;&# zNO4>Wh1Youu6l?w{!-3V5J)kEr;X+8vp}EGDK6xb01OnRQ);Sg-8u)!s1w}F4juw+bB3k_% zO5GTeQ3AX~wUV-92m$IcV=RXMTpg@xp%2m6*QeXWxS5Z8vWSe+tN^#syBxzl@kZCEkBSZDXw6Sd@(9 z1$eBNVhS$OhMVE;zm_5q%Y~d~@^T-cV0&?rvwD)az>UFu{?opdmrq+v+%zlvz_}EK z26T@K4)Q8*4dyj0dul(VYT{lMnvgX1yVNpaMWV9nsoXzZtKO9>jvHlsJgD2 z3%B|>>Kb!7IXG1=>QdIL=SdwO$pfCioa=D}1SsYEfUFvM^#K@=(s#mk6;zkeU0{U_%vO*qaH(d&Wqu_Zfs!EHV zS{JHnMEh2oID_JXGe!4u8Xft+VBgo}YrNt2`75R@3ADQ!mWtVBhvo+!S7M zbJkdQrWaXu%cGq2rW=yJ+m7`C?Bw=_boZ~*7IH@4MFadx{SOKb`l=5BEq2CW`d8#h zA$ck12k;SzN_n%sbY~!X?iW;%vF*M<&CcNI_4>WZx*TP({_{kH2mfHO#nsKpnyh}5 z_Glx|{a5A5hkSrwMj*kGDo>?hWW{-G9lv)Y z|HNOM;O}+hpC1x};9#DioW4f}t2~D7>ZRQcoG{k$^0NV4TY2LOdk!)^y|nJVc%XKh1TVB`2a>~S7dYCA0JT(=_3 z1i{@0SUDX?Jcc_umpT5q+t{n;onU3yGiRpo=GC#rJ`-CpA67ggy_~`87QXqDY+|L$ zyn4^J%Jg+vOrdo!?HyRE1tNIbY z$xd|Ku2GES<+h9JgjIyhviv$c2Rzu`t$p@~VFvinO$M_y=~AbMe?ZROi)gj(#1|M? zO;%Q3brSDg6rEQV;18bjP{hNNwDh|LO)Ym9NQ2k+G+-Vok0$DrRlxp8XJZDa{_vFQ zj(gPF5>X&nBYO5IySm63zcMYoyb=-EAM3sp;X+pG>gkMNLE9;Df5UL|QVr z?$ifPHa*nK8zU^zjjU&GhxIB#(BFN!S^xX|JgrRN=mE}9R~7XE+XCMld*Pms{t?w} z0UW%Kr}4qHLaVBbxAo+n3$L#;A+D=q?DqKZXcT1{U`9+AeVA~Y_LN<}H5did2U<<> zPx^8UjEWNKcwLvOs;^&4xPGG_0)r)R{#9x~aQtMZW5dKhcUnz&DPUKWonyg`v$cA| z|4{g7Klbs}n(J2g+aLI)Nr%&m;1T!ty$6@NvJY~Is*5KmA2<69{H#~fwP5Ew_w$Uk zJIEx*j^Wpf)`+b2+?oCNqUKDWt*7r@?x224fhQ*2RKThTy=6u{2wr6!_s8y$!+=83 zO8;L+mfpM}^A5|zBa!as9+Ce~_KiK0CN#MH7tCdP@g1`(!P_q=fpyaq^$Y;s{%tf@ zc2Ek}ZAsui!k^|X(_S%Ol9lHAUxCd-wGrsP9gLnRhy1V(aTGATBhPl3&vt}M@nAoo ztCG$0PVxd0PLQM~K*+1^C@yW!K`)CMD8;I8;w!cKpt1GG zNFuqp0=}LTRKs|D;}|^%gY@=u=wCs9n_7I0l9l{4Wj9q-9u5V)3aP0_2iuvw@Z8xQ zB5Zf}%?#FsM?GNbu6;ZlQ48tdFBr;SOmS`KLeC-$xFBed`!Vjx3_^M!>pYb&N$+&J zCD&j`!KN96wd(!IFfbX|oo@*z)gd@WI#&|j^!L$9*iQ`*9#w5Amp2xg-pvy7SKj>^ z85B+h3Tzm?HgsY0UewIX_M%P-c(W_4yn_j=QB23TbAK6vQG(Y09x}IEa>qqOua!vZ z$~2xD>fI!f$uR*Ml?cnGpi(cF-^e6XiWO_U5rt<7h|B+g?j-;innNtPz-70>7Mz+nF2{=bhPPKyEU4Y0Y%)`S&yk(KrgZwk$>k!)jf(Il za`1wpTpTi@8G`s_Uh+i zr)qf~aloCGez4Wk=pi^FXR1DO3A0~*R9(iKO1pE~@;_u~6f4=7wEB87$PE6`T>NGQ z_hY#Et9QJiONZ_1|8P}wx?2NIr;J%MZ$uXkE9r5bo=*3Dd(RG7CnzH@4$#dPkJZhD zk|SwBJFjjwaLjX zGnD0oCmZ-1q##L+Zha55^61N_fUpzEB_jt*N5kd5vgi12x@*T^RMeU6-*4movYoJ3 zbQVc2;hoMh_$2mkY|v5bHnt8Dh1><;3BwLJ)ZC|*Qf(e6a47}giP=AME7W>{2PXq^ zVZM9n?I%djXHixi*0sJe zM!T?-a55yK;>>uJ+&)=CDs_)#4kvFkYZ%;sBDHtco@};N+VVt= zNHTHRj_UtPn9=y76Xd1)bKkg_9f~Q&>3D=|068$Es>Z8lr{KD9Hq7s|r3ACA8cenS zjvGdeO**M`9*cD1>)w%u*YEf|kAn8sOy);OUZ96BQ}{F@znSY3_nfmJ%@y-NSd=c%dP{{@XvTH>uxjR^Uf>K)v04p~pN z84aBYcMB+@flsWh%%o5AM?7>6nNb#XzcO-3!`?Nb)`U}A=qGB+9i)q5Y=j$fABm1} z_FQ`_`KlfC9`@3BKR8A>{MzU45ttX7ffVenOjlv+PAzc(V5%wX536BZ7mS_eYVYlh zn@&_WW7XxD_u%88JF3H4m5p|Bd0CkLj{9+4h<2HozU$(Jht$u|ea`86xqh=SYmVF1 zDA?1^>u}UlmC<)&n+lOsw)=pB9g3SQ&PvB_X-yDiph8U`Mdq7%1+(#Ip-|FEvc*r_ zK}Zi%Zbpj)vIi^f)LpxkE{%eWLcVEfcYv$Cd zx93@~dgZ4bBuob!U9v`w3Puj}D6x2^n@;!f~sC#1t7uWXw03Ok$>3U2EUK zle7C))i03tt?P=%(WPd1&Xl~jqj)4Sy=bX@+)jK*W~5?7s%N|iwZ9^sJq}nO9brV3 z;kVJz;;a8PYC(ZR+$vU`;YwW}4Kf!T`a=O=LO6&T zTSOBU;6Y8X25XtbnFh>yxU-H)W%+KbZ zyT3WF5s#&d&{^|DoPR0{DZcwyyh$oZo0k4}!6+ISOHYW?Zl=)CDaK?~ZJU)-WPhLA z;3mI1>OFZqn$X^oDX_AD6kG)S-h3HZbj?awzccdNj382x)&>xwN3tFUak+TMAmIeK zPPOp}xZ3jvrRNLeFfkrREp(OPIX+0(lR-z9~L!xr%*see6X?!UhD~ z#RLjO7G4d(2rf2%pHH_?eSayEmciZ2Sjn{6OmsA*guBKfdHaQuD{LQv&3rT>q%YLH znRI6?09G{Ht-Fig;qAUy3&OW68D|HwAHfUB1P?0exA;&al-g-o`fF;oz`-Mo^!fIO zn+F1eq~SF4+H-B}?P^w_CDZlah%B>+C~i1W-RFlP=$cjG@e@H~u<8 zlojCBG~~+)T35!(SYPI0HwWB0rNa*P$NG^}+s70sIz2BH0bXuPcKd74gn_*v{)hwyb!v@u;em0-lIOw#DD~1QEV@AU=*FRvhqzZGE zW1{{MX~9hk!wUzcKw7HqhNxR0!0=-TMT?<|w5Z!o5U1`fiFCl=gfU#tlwIuscZJTf1Gg7)5KAn2;a_mhI={{c<0{SJVl3`HqiV8!`VY9tA^$d zi@Miq@`1GcEw%1fde=e)E&t}0K2NP-z~jX$(K>?PRGq>-ct|FG@aJi{1KGxsEAnGu zYsV#Aa1!;PJ9vx!gNw29?WW=EvbcW+<3jh?{ynQYSraZhy6ehm9i!5>3^X>i(hv;o z)2-E?c=g-I2}(x+Gh@DhMX)T!$xwZEw?ZwjD&qGo39jr@s2zQ8Ep0i)kLBsS8(dod zeC*pGQm)e48-B_n5$f~(1V6M(xogY2af9QjK{gM^a^V`bqK^@2dbcw(m`2yu#0m=Wr{YSD@pnm-4Xw&i2mT&!!riWg3iY zPUj3M)8CT?kGr)dhzDXk%gc6U*;izpWx7xW344~GE~f^4M&h62S*=d0pgQbGc2JiV zTmGNaPpV)4&pm*WK%A|C?2h@hpn4{NH&g`gg4{0Hp;f#HXnT?CSp2r2bRd zN1d$zFCF-@lCT^SruORJK|62{()q;k{rPLN7+2+okc;#E|0--!eVCA@P;lj2o2oj{ zwp6$p^(1;a7g`&?5C{6nJRz+nsXeP!_bxr85sczif9Ayi8_#h}=RG>Cq6SY#G z-~EkyKT9i?PMx;y4ef@>PE`ex%1Id_+X@z9#!)0bEUdFMs56Cpra}Bv+!R|#k!M~cFJI9sRb^p;Hea$D_9)HXNqu256r$2naN!jO%q>6-P!GEB_eHo zCnsRs+*HUk*wvOj$g+JB^VBTeCJmuwc#Y)Yo7$BjlT>?gF4!7tn%+N-r#Vx#bH#9F zat)yU4EP!O>&j0k&MkOgo9S65$&xgb468xn_vp?mN%hM+EhIgGSmdwTLh?)r&?+k? zB?S~G8ga6m{L2Nh+;)6NAmylb%HrXUr|WC_kY5pe9$Qf&mwxyMw)!x3h$n!#%I_|w{AOyAk(SYifWM9> zIY_Evw$77d`6rT-s{GvHxSZ*H^|-#z8)tGQdU*TB7`eywI$ z-8$kUxC`;Jqb(I5Jn$wbnXz*N9tk@~u$>8JuS4!;gJH>eLdRF*7CXjvnZL;45f#Ro;r6KImyD?c7EuL|}$izjkfi*P9(%ELyx zvv0Y5>kuwDGhVp`d%f@$9vB^q-5mAf^!W}y#Q;kfMxxTCYB)d$W&XLYJT&&PH$i5L zrsw|>2?_e)W#MGS4_FnBq6t`4tJatf{M*30TEdF#jMQ_ZH`nMjnvY9E*Wa zR~gT6P{5f+Q>Q#rh7MEljwT-Fs2ugR`vY}25oAzZ5Cv9|L$r%* zQ$?Zz8PjYW-QXIM@VLBcY*^+Od0yX4w**cml6+{&cbzOKE1*!U;ori0d^YU1|9A}E zo~LYihtSysMI)7Tm3045GWuU+y<>Ex(b6p(yJI`)*h$A`$9A$~+qOEk?WAMdwr#6p zJGuLOW1R23@3{5j*<{DR5P%XgQth0MQ|Mq;E>%VtH3C*kU3B#5-hFzKW(PDON0>0Ab>Bc@jGeOA zK@pGk`uaUtE9Kf$Tch$gtwN@H8}EiS$3ZyDh|GO5#=br$gSCY83_%!WRI`~EqdWp8 zWVDE-b)b9eV^DdhiGam5LXa$K@+6KNfCb`NETj`+OhzpP4~dfTn?IW*k&YjFe5wUi z32YC!&G_}x1B%j~hSnoz3n7k74jU99o}!xFUaJ+&B}AAz_ou?CgOzjurG6K?Oh-a) zJ)Gz-1p5k}9w4E~A;*z7c0%W23__N4Skt8f*4WWsl$%|&AK3h6Wp0kFF+y_=-Xz@< z7?i5(dPA+8+N;;z1>*_R=}1oL0Y(J za%cEgwTZs~MQ+vErid1_xfoqP_A2-1hFDSBJyn9e)TLZY-%AN$fQz4|jZuyT?wcT8 zQtIeBDAv~ZRd=bs$+x&PuvLFo{i946Z65@OTE*;8N{CUo_2lKFN=GwZwDqIG{0$L9 z`Pza7`0^|c1oQT(7}>z2c2-$*pqSB<8jBoAz;J2eZg6y0QnGuShEHCngQ5O(1M@j1 zja51pqPFt#eolwT6)279hK0O~F?MN?^eU=HKv~A<_jDQ2lL|+MV@Z5yY56Vo51huq z>8^Wg^K-Q*;(aZTc42^;9*S}b)=2$~c!8e;^nH{RKKWSuZ1a{^!HfgcVn#pa-HlR1 zfMYzNWLLw^V}>5)#W%3Oq_}3!tmgIqLk4OET>=Su)c%O zYp?Dkau#bJ&9}(4K+KNLyyR25FDcJ|MtXHk(bk=4tT0e1R zg)m4cw6CPk0?tVfFCh0-#g4L?$JM&H#8IhKN+VG=^tWyjaRJb0?aC1yv2NO@<@zoQ z4};GHA`CVp(f2&gK&v(M#~?lc;kAo<=gbkKT3RCbx3CyRC`H%JiOvp-pDF=h^J?Ri z(s~E=`@*5F`4~h6u8WWB6dqs!Ev(vYGA?X#3mMHWz-L@b@$csGQz*kZw%MPfY{c6) zOVv00rLZR*ZJ21Bb~2avxFtQ5sOXl-{{5YETZQw`Ty$yt~l`dfg{xpRcK9Y@>ib&HORmYXSf4|G+C8 z4|66g@H`;Kj8J5eAVp^Iw>@GAKod>Kq=*4oBbxl7)bzlo$&8RB2tu1mnfVlZ?O(dU z)aSbGR6@BeO^p(7uKF%2X22F1A+W$2*d9Umkm8p)Ck7P)Dqontn^h}8VAVtl`U_uJ zm90_+$_>C0R&uTy`Mj%cQ-c)=8a8P3x9s6`=)>v+hkyPPjU}nsJ}2Vam2gkw4H7{* z+jH-(0+1z=Gws#i{dcE;^HdeWb_eHQ;f~I5_}$D))~E8HG;eS5D}h{in|)FvW~X|W zU(M4!ytNUzP2Da3Zq)~WeXx9z*`0m5E*Y461eYI};Tfcb9h(ZifsHEeej=@FSn8-6 zZGiu1Xtx$Y!CsgJxKZ#yeEpQ!^iM@4ls1%_dv+2AQx2$vcTff2Ff=f}YZ%G!6xu;g zxj>sk?}JVSTEYR>(3Ei@3G&D8U5h7<1AssR(kx;2!0?O1UqhKmRN>l!>h_a-KI+)z zJYpv48Tk>g9==mY;>$V?dQCz!-Zg>aWd%5{)mU@OdoQmUQc&62>Z!w_FWwP0wUa=! zMGQ4oxzEl{0fPm?xes>vWaNH%x!S6MX54S(0u|xk>Lt%%bQOGy!mA1%TjQR9YXoj0 z^Ao{;3S)47K!5D{>0vIsn9=qmF)I5;d^~{J^3eP1Bk1u;s<{Q_Am_UmWU&51J+1pz z!o=%zV$TTE9}R3fGoz6*6SU3Zq>q(>&{o%MKYY+?UIRJ8C#OqW8-!?wkOrc+6s~1C!j;%6L2^lzQ;50_jbodJy}E zCA=|vP%UkwUMx~?4(lZRz!-UBSmlBG&J6r}@|y^zsLRXuMYczlv57}>%`;t-`XfId zAKyCy!T=)aJ26-U6-|s3pfEwSa86VvN{{uoY?L&BiNf+hne`tQhJ&aeNnTjN#XAer z`}zXk0$;hl)#w+ybkDF5sgL13%8 zf)=BbDIdJ=`IEoA#)D9b>JVbjwN*~-J+wwD-H2+PJhV=HBc@r0wI8rgEh)gg(Fv)8 z55AE)gP$wdV5BRLN%TDl13h(f%&U|7g^1*hL0+yD0&Oex+_Eyv zT!340bFgCWH(^sa0f3=15MRFX7QHL zkjbBcsG?Hsff-}|GwW(=jBmzEL|u~-?cWG!ra zFTDr5o!;Gj_1eShPU^Se&4m@bykaeIO*8f089t4Q8ylA;JmRs7T;$B=k`W6SD1kI`Ku8&nWAem$$F`KbZ{Fb? zmH$ybqN~o`04a)R_ZVkHT*+##Vk2Y|=`(>k_0?&7r*-;47uGiwrB6)EBx>$v-){Ty<*ZS1HB6ynv3iG zbL+{PE6nMa?m-1%u6@hmXy3MG5V@_beF9b}hcnW`;XK@~!2zBdJh<#p%p|_gx!dYw z2zG0awA=0*ULX+=AI#@Zxw^Nq>@{8{1H+1F8CR-hGg!y?E#Bpz>Yg^T)@3l6k9sYD zGe`NE&j(XPv}G+#9IhbnpX@cOvr@I|1A5W;*wYOKZBHlXnuRzcVg8K72{*LYdipQ> zU9ta-8RnSr;sYJ)8d87b zz_1TMn%wV7qERTQ3um$s=8Xy5-yX;?`>Y{rs9SX^-mlxHGizGGV)Xzv$>ptT+n9dy zA3Z%=`#O|Skl_$yp%v5Lz||Ti+|Vg5`y!Bv0<>J9U}hIywJvCt5NB2>d0)oHPt5#T zee-@x4H`~E*c2!Xq8*&$DQSASsJ2$PW;0gAV>SjGr*h0V6Ts=16+TgR#Xp&l#N<&N zm~Ah*Ahv-0Pu+CTi^<^G?tA7)y>C`&U-!2cqp85i9c+_NoTCbcW{pedqfjosI7(Vb zl&U-5@+4s~!^3;X&Hl;q8&G4a;KT|N1O23=#aT$vLAvHdr9*Jg3!HXnf67fWM~@8tBRN*=fWWyhnqa+oPz2 zI(}Moa^;wNy3|qnAbi-OXkaU@ZF~er!Zvx8Hl5YygKRWf6Si&x_%$cU?SC-C4K2Zb z>FhA0+Sv+A%fdWYCuAjja!QUXcEpXo5tUIMT_p4m){e9DwLBLyQ>fUyt;6nS> zE{&eveD%Zo#ejeDUIcMn% z9F&mi;&Jb3E~t8{Eby!O;WMCu==-6uqhzgept2C=?5Juhw?;$hw%W^jyGQY)le}q5 zq+AerZgKvm&ii=`<;&Qp)4KmkVf$!ro0n1hU`yhum;eB|b&C^rA?$xpaEGJUN)wRU zyD}+*E}`CD*|n$SSsyy_+*K2ADg2S5)3YD+>>U_%wtf4oHkjhDRU$v#W8Z_E28t;~ z?%U2d04q(3ouSWUl}OV{Uh#Cj%04>5k>r}VR)4T;vHUI_Mc(-t?6jA%@qxt6r&<%73B;h@A7Rp z2oT)^nn%JVYz?rRIm@Vsem)5XOot7J7dGb$crgr|uPo}_+H=xcAcdEw6dVBMLPeqx zewyOMHIRSg6Uo^H)XBl~DA)2M@@dw92`Gv~gOami(_Nv_VQkuS_BL2#bI>($lCvxR z_(hRNqspb(s~YDFL4Ul-drUJ$=41{6&iL`mcoUp5;Gr>f&S;`PIJYpM#fOG0CgAHRoj>^sX9`YH$0ML4! zN-@*w(B8<4H?Fa*E(+6siydQPaCFyzirp{ku&EMF59*wqRS|bp^pBZ@2@Lc>5JVOx zDWSDFNSTTW6U-4q!~6gi=fZ{wrjEP86Lgx3;w>F&#w^M1= zcJ$Kvio0!MUEUVag&GP-Bs$c3)jwp4HxIrcA+=_Lcg7t`_O4Fw=5mAHnf$Jn z7_>uUW>3@67~ePW+G#Y2z7+aixV#qK3=)jmbR7Zj;h7C`ovNP|6v|{^-3w@8KdO#~o;Qc!IOdn>i_oEEmYhimC zfQj-kW1H$$wGufaX$o?;-QDUVI!}NhY9--3$sKWhsnlr~M3&0D`ofB_M`?ron{L}MqLP&GN2%0?F?G`%llK|F%$+=1hRJn2*B<#XFrt5w zqTo{Fe;ImZ#Dq=1P7D;MmZ8T$I6b`Tb6%4hHz!w=GltA6xPrnpbd>O4&#{IrUIj8G z(|cX-{_FUHO4G%tQOFBE$zYFQVAXB9E8g^bv4}aO1O!>4>;p&bGx^Y`Q-t}n^}(_e z)6`a5{EU;zk6lV|`I$djril(HV~O_U%Q_bbs;n89f}Sr}(Dy z_)g@`xPQTq*O6|YQ;?!p@n_H6!~L%l_(xHVFy^9k-Nt7)L3BjS`Un!~AI6!#xTn*m z7t;vs@{q=kp&Wck+x$_^0MbI{Whw1^Ux>7ButAzW)-fX|DFlc0L@l?0y{o!MWPeVQ zau=9{)MyfBH6floSH9*?Uh3U0r$H0(`J-bW2EA@3Ax`|8KudR@_7SyIN8kdMCen$W zfc7q1g=|VNEp$RMSnwZv>m-{1)xTUX79IMuFS11Vxi@bk8>qUhk;~l!n7nLY=lio5 z%f#sq5E+tvhkTmRpB{bETBX;tN_~Zr*$o-TrULD5tGge^carq-#XoF$h+l1J2G3C~ zw%3yiMwm4S>=ob$$00Qd?3olcb7JCBaItBYqa|W#W4&~^X%9;Xk;mp(KRAuc;#|eeP$*QO-}(k zQjnTU3M;HnP9zSDhcTcQp8+5G$aKNeYx2`saipCi&v*&;z);67ownq6!!pdm8bwCW zd9U>Vm+w!r10bDw%>a<%i{1D&J z9!>-WkgwUF9z3iDk(Xi#wycd$qxCGt9fqF4&k~~wL4Xy$_a(hOi54)lIb7)eoo~7- z^}@G?wA0l7db8s}T>0Mfg<=7(w6ZuU$LdLYPn?<0Br2j^94}c`#$2TFW1-f*-3;3w zy2Qm1zwO~mn5uAoyH5y&=eTrha}1gOC%NA+&sN*%yQeAcK!#Ld^a#%*MQsfkz=GA* z5zF6KjO0`F&)e7O3ahR4@}Yd8*jh}mu;`!{K$5(#pjOA*ezX7C7j?+@y#8>6zJg!s zI2+iA^+%m3O`?9@$Q9(K^ zG{jx!sMvOyToVAizRft(vSB{xVx1kgG>J^_$ED4lMXd4!&K;ivctG@?^$&+$?Fci60&c&Hrgfu^Q9SV*#d-ikBq!Y0tv#)sm6U^{dpl{JG_gmn0`xK1{ooPR@L6OeNjPt~?}$9|!m%|vK7xhXxY`q$<(>PEyjiRpY)dOUM;D z7<#W`dyMYoF{R&?r`TMFSW~H^va7_yYPUJM)HaZn#k!tq;>F|~J?he{ZqNF@>`aO5 zKMLA6;=4v_8!+)v<8H*}N%c$dXLsnYRDJmVHy?YuU0gVU1kpKeBYXcOBnvL;aHB2z zI&!#TM2SdULGc)_5m^4IMBy+2nz~)NzlGPib4nA!@0s;riXpId?g*reZqWoCDGHf| zSuBNp-%aQ_>b&tp4N^=8$euyuT7Noyy_rOAtZPz-6!NO))vXAJojpVCR;h0shm#D2 z%cAXAkO^=a&^4=f0bXLc}_aqA2#Ngr3k zDL5_yD@HG90xv%QQD!KQ3Ao}*J84x*bfI5J1XD^OBb?<-YizS|`y)$Bnl-CN?IGx& z(JJs*7Gz&ZvNTX#?Erj8&!!0X>{+HIr_Aj4A~=NwM`vqw*sh8c;85r;`)mIyj(f3Z zK!Xy2{A9Y8Q*Ai90{1&iz^f_e-tw~hl>R!1k+|%@~o_jDd%7h?=X>fqm;2(h+(cn({Z~GV^k*}yQ4*wzn6l6Zw>y%zjK{z7EVu-ydsAf{4c16@WVD~mkiB!IP@T?ba zeS0Q4{u9~F#0d6v9?LjKp^rM?0hD}p9{Hi`=UwCp;xvEa;N;osF4CZW`;fqJJ!h$@ zVuVv1gxT-X_ZYnFlnNmgf!U<;Bc+h>{O+EQ{dygl%owI58Aamk6O>*CuV9Pt!-VP_%#Fq0kSn- zKrTLpGo;QNUEgxnE&z0OLebd2 zIDUL~V7H*N4rJM=Vy_|8m0+*Q5NZ~bzlavP`^vX6PtQe&Z8t8iQU+xiPgbiA+j5L* zb$RP~4LA%#mRp|IaZdb>N%^1)lGCzuKL6!3Xif&Kj)Q-4HixLzA}T8>mGB=13fxnPns-5GBD?4SVKX2;!@z-n!ANO-M3JBEN-UGBQx{rH%!2eW!2| zxKTOvv}e>UvfOKKVq)aidUlWA#(tHPx+Nb9wPpUK8AFZVwYH(>pd{MQofp`P!zawO zO<$fY9Z;Vu8F_IS-s9vOwsi9Mo7`fxX`c#rvebGKDs?vbz;2&?F+5-DEdJJpk$N`! zw%pJLa-IBjTiDfMihl^P#=u}FW}z0f5Vy#2Byr2R(PRggV2b|eAO92w=ynO4oyQdk z)R@Eey1BLTdaK+`KXPxO1eAHOpEFvbeVjBP`qlp~rQNT}C%SZ9eZBa;lXM}F83V-+ zr)X=wF=x$&{4I+p7@3LH-`r9xeIdKSw10}{m-p$#aYAnNq0T;NbU>Cd zF|B4i6{QeN(z)Qaw1k&|-5yTC6pNP<$Zrsxc0lK32Zhh=wl9NrBGtM)4eWDt(XvUX-d5Z({UbF*<*?B+|TEydQWAyu^A(w><+gd_X$n1 zry0BbY&pukdr3o1;`LdzMR&hGvY1_iT36FA9j=^Y>RYEV`Tr+W6{T)p7I-+T)*@N6 zdODj!xAGJ}X3cmKf(Bma_;U(LeZz^pog_}0@FKjZx9fNYfb}xSjNJA5yTGq5BtqS5 z(SThMB)@7lUr}W5k|Oa-UGR3nRZNILrXkb^bD`S_ zANK22CdGifq@4eZ%;4(85=r# zr2^q#nYJ7=fm&v;+-$WoMh(pDu=-AGN!U4aI#`oCL#Y;XGK&EsXcygO(BD*Ge*zTX zOf+>XLg$V+Mb2)G{r{G53Mg#_^8fAI$WTTvdcH0jmE=)xEbI1{nV4sKW8Ld!f8wE_ zjXskDQATOQpYxaGNA9gQ^z$_Ub_z;)1Pee;`k?$=lUdQr4lf z<~8q+o+*zqJKb~c=*$D<@60SeB~j;KXs!tuO_?MXXGs$CJ0{QCO`N^5DVOI&!%)hJ zteOh^b=f9^963(T&PR4ql^on-C;AMck0C0xDLb3d6I-V|66Du7<|-%#uS`i1PD*Mz zL>$wsSaveq2Oy;mgCE8XzMNkCtZ?6R2|n#|nvrhPm#0ih+h{zYz6Uy9JNobTJo0 zsy56jXRC%kD&Y)j2QWg{nc1#IjOO|SQ)7oc_G$NicG(7hMbrLP zmwM=H53E9~)5Y7Kb7pw}XT6YO${^_dnVhSThnn%&3yzoF}&wQcLZ)Zfs%I7GIm=iUcTGCVZX zNFJV6U_7KIh{fyH*b8eTbj9^yAFukQf*t|BHn8b*$jqSYxm-ES`>lcmkStzJRH~Ft z^84#+J4$}y*=540!TpA9iUAxi6Z~WtVLQuOQp6WT7QXqnR2*bpLZOj(Q{p#N9^M=J z6QdecRRravX~1c~{zTt@foIX(Z_cD}2#ZkWk))RkLMx(xy)>-@`P@Oz`;YyW<{rkXiSFGbEV=OWB6h({mqZV>c(!s} z60Ir0MMqc)MRpJt9ZunIRcIXpYd7)-+P2Qi^`9ss7V*Ww_MP{nDR2&~(HI$gzF2nH zX%E@BrBZhr16!w@!>(mNd7kb+(qw##B3)&qE9BP@e`$7mxE*o*Ca;TD2=b-v_5)|% z>gB+J_{c&PM{3gsmY`d0wCwEm3AWk3-9G*%oWu z?Ht%kUQw7ed#vjEZ2E4M;bT|bd}bO*i}5q04Yr+AX>at7C6Z#0b??hu*MYU>MK)Gs zJwf8=6*UU}*+>JjhO#s8Aj8?Z%-yi}sAC2L-i$r~$THl)Z={K_@WVw!RIARo9HSy6 zP&vdG6IBk=M`k0h=%EHNYl;3U0jp#{NmR`EgUX$kkB`N2mavqb;V->Tj@o(~7o#2I zXd?ZxFNbC}Uee_y_)|L*igP-qu{VK#&UCDQ3_Jj<<% z49cU|`o#F{$u3JwNc-M4e#BH*4DR}Jj|h*rH82o5n`B}ldBf4yQfe- znrNH#S??X^k&0(3DvN(FS==Br6IYerFP>{G-y!~cmAVkf2h?EbtfL)_8u_tZouF1c zf&vrTXDJiXl*kxoZreY3JWL>9d6Ya{=1u#8NXq);*&^yL$KsV+|9XjZ2UN8YbQQhb zAUa%oPl~P}%dNM|;1J)k1f+JNNvrX{o(Ufm+}wUhUJL=y`MV7x{h2#_sC29m?YGvg zFaZG7^hNUIQjwo1$lkl6LB$4rWmRC>Gz^;M4r?sg)3v)-{A0t%cjx=Pqk^(V zWiIVTplqHpPbV0BYb;fXbgd2QclVzRA}NMmN1cVF|G_92Rgtg0U8k0;uhvyo(!5wA zLf=m6lw9LcXCbV94}IiBky@;{r6`Gj|LS>>-FF!g*Cgb4c`N++Am7HUy;gMJo6j3d z$e<1jEfn$^Nx50nuE^ z+kXQA^x*)o(y;RKao%cEK$qXgtVHFh9Bpvqj2%b}t(zvQ&V`TgsZ+a>cM<#aseV}3 z48(UHM%YICac>=VQJzYS2nCb=W$6PYs8RB%1$llLSWeOxj3osFopn)Rza;;uvL?`g zcrjtAVwIilup0{fW4mddp`Lv^9ur$wQK1Q%xw!3`dr#E*(SD8DWd59v^uyvHpfRMr8q888W>28Ft=X+gu%G@WEK9Tn}s8 zj7`oQOKKQcRY506o!pEE#%E!aM38M&Z^*F1l85|u()lCZH4Oe?@vtJ8u!97YX7SPA zx|b$0Y6K|Nv+@c1R^f?goII2IUonwA^PI_MKflMnA-)2q-qHcpxsxMP>J2|1G*e~) zsm3J!40Drf>sm!By!K8eZUNAC3^)D_6{9qM%r{eu*SOq06$NHD2dYFxJhN&KzQFef zkKH$Ir73q~_Gk({SxT;h|IrwOv1eevnQ-ha`1d9{K0TFh=f)9QEY~WWBg3K2OMj#+ zYQUY>WJJk2>R-$3D-A&jtUv>9;lQ!#ljrA&+xxSBX}fnOfr*)H%foDPm9q!FEX~d@ z=T+aTifFG6*LDu)==CXLyN&DuS$yeNe~As2-4ZZ_^ZuCShLHyE+Ra!9Vcod7{kVDm z%z;@+bTt3*FKdTjKk$fz@N5DcELn0|E7-Bv&|+~1+OjV`qK4NUy^J@Mtk}Z);#vIl zbvb{SU!L%M|I@o3`O?gC(2+byGxUHbqRK+IXK%^dne9@=Ut zk~OXQ7UySmZqxbvWmVe6_`5hBkKxs=`m{UB??Xr6#5EN5G*A^bXd(5F1CY#+3lNrn zk{IiL2J5>UMRnDAocQzDNz^c^CUvWz7Z7a&>bbx$^JBf!vJIW0s@xwVb(!5T@b z6VH#QVzTqh@|up$LYQ(dEpUyt5~sPB8Ufxp6p z%;c>PL>qgpoPh1B`;bd+I}Jz!*;x#f97sz?h^+N`{O;BTVQ7Hb)`eHG`%Ng`&lAXHLZcxjOO8C=P2 zBW+zE@AFdw1wlbxGg0ZLLO4(zA`v6e+xLif%xdwhdQ&Za-JHpL52V zR=dZ}Xg+o?uq6hwx$42rFFLu0;~0_Fd_aG4=U^SZ%&4!u`1as zcGI7vSS{JQ_w`=&5m#Y)0jpFhbfEb+m5`5SZ}1-*;35~e^{<~BDF;%>!VWV5_##}X z4Jl$8`6s4LStIW@a@R~AFJV*Vt#aZoA@sY~gbo&PaO>;ZRO&u{WCydU>RIiqa8dODq;vq7eNf%@xnyYsaw$DRK$U#S?sd&kLDcGU|AnZX|em4b_KkNlLsOYvg?~o#mG1k&T4YO)dw(*jTlVM zZZ-vV`^jX6iLaAl1PyU1Uj}5lSl9aV=pF;6(wBMgAn(IYHOCl3%}oe&ZP%}a3cqgy zyQoCtB!}DY0>)a8qvBs5OK8A%(6{^7M5bKWEO%MU@qiB`;VJ#i6Ivk|g(fJs((UOU z7y$~nj-Z(+rACcmT87Wkk-pFzZlyt60CJR8xK?$40y49HYo7U!CF~+}+`~w*vcACm zG7?EQ>}3jGufeh?4Ip6&uw6SWn2+49o?KBBIqU4}(z}<#A1a@nf4@eF|8>S1gtCFQ z?&~poBt`&5**es3yBtFFh)o4)cjY?lwY4#iwqd%_(2ZHrY)Dj_*QJJKn@iSt-8gn}b@COw?c@J{HhrG6scC;KU*!s(t_Lns~K4AP3b$C=lNTq@vpBMq0 z4_~GQ&u>>T|L zTCUSWUjAA0Fp=xcrG%_wCss}f9)mUosu~OHpfV=02tZ>NsKSqKD=2VL{Eqymtcf5{ z(d?X}jx3OhhkvkyJ&rktXv?xvZ3# zMB#e7CI0z3);i}XWk%+gjpUs&s|%;8(x2+L+c(m67$4f@i7PIvSvaZY)jAz%HRzsZ z&{`6?4h3_<`TdHBnz($LLtF&hQq=rkX#*kIxHYFa*`v2hJbpt>A&g#(5%TXK0IUyW zzt4L0f~5U$p&VJ9?z_!3$(9u>r%%zg)x~z z&~n$;Au!zckbnD}GLmwe9QmC*HKM~Ma8M3B`NS=`s#U-g8J8~4 zOTz?06t&yt3m*M{Rf~TV&PWz#QNHYnC;Ez}GUY63-af8;a7asr*CwQ(760>p2rcPq zwJ^<)zHUAJBTVY{Q%w29*A&M0)R4{zQ0kGM&A0Q zbKQp)Yh9PMNniVD-r3BP#TXES!aAgFIAS)Injx}rgxz*jBPEl|tD=eWwBZ;ONi)$| zRJwZ}HiG0S8LwVHLj^~z^M~tAzrmwT^6h37sdyI>OPKnYeIPUn==y!KMC*)bOr{-5 z_RexMecbkGQ1C#J%rFZr?!8st_}zK^aC5f`LP zHw{j**|(QYuP!vdWX?f`WE^NtRWEfAoHtdYY_JSvGYz91Y>B>9T98D_Wf=X;oWlke z<&J;XcI!c-Lz!ODi9nC?4DkUe2*lG$$goc9u*c%>V4)*XLi)v2nwqv~2M}n379Rig z$WwFX_4A$#w=SMCYAzAl$>o(=NrRMyl$1b(e{4RnxFjEf{&&!hZ$sbP`0SjYkN)A* z9$Ce+Ya+0&%bHt-*W&n2YfHJtT6gW*D!bY~1+yl$fZEh@Bn`nDv~xtts|#}*^TIUM z?#62giuMar$c=smv z4O*}3UftXAW&;R_Jp~=Bpyiss{{jMHHCgOk^cctJdroz*lj4pM$9XH1J~TXu2`*Dm z{nc4?tZKJkt9kp4nC_O?a#kqbel4O{H_L288wJbb?=gbE_)rAh|r2@EU;8MB1XE0{qZ*{|7rA^VmoSk?z z^(SJqJr1f?WSna8qyxXtl2;gMKzmR&Tik;0)i_jh?RAlJ+B<>+k%gD@KgULGp`{Mzvwl?mP-J_GFv22ZQ9|q6X>` zm-%;!)z{4)FuV7pyGJuuWMT1P0_x#&k~5KWw)A#H9!z6qG0yarPasia|1di%y>cWz?sQ=2WpTlea>8=z7)rlX5OsVl&KUTF8!6$mw-SJ!9yCBz{ zd6G(hh6|vQQQ_cHs{2{C%1M3tIRVa4Q{K1l=C_U(q!zP|3{6SxGmui?p_II5<)=)1 z(rc3%I{ODIJ(ec-RS*`OP3fX@cO4GyQ4_(ecz3N+GS=osg`syO1<`4CUXzfjORsHQ zJLp$kvb+h#71@Ln2}Iv9MUk^Zy+@JF0Zl7g>h7dq48~FAeaIh_=p<+C+MkLn7^v7u zO6K7ZYTR3`qJg+5!f^{fE+jW3B1a@;ZJcI_p^79`TG`YWSAt-mYVVStn?kcFQo_K1 zcerY_4~s-(?I?BhPnyBoH)o;ZER!!8`1uqz%2_8T+U=Er1J^X9s7k@qh!&r7N$gvQ zi~l6`z!HZ$n(SM4V0gpYp&ui94SZH#%fU6ipU)_>hN%qJUI+zDBWpfS2q}uVoz3sa zkmD6XcT5EI-F%X01L*BeZ`J^b0Ej4ae3LK-hr;;Pn1LC>&Rp=H;Facikrpc5 z@^!`g|8}%KE)qam@Z&mLbq)f2#|T0J{LiF`B{*uw+VlJ8UUsJH&8aT&4BIVlY!HoF zmqxr$cR6INYyZC1494oi(y&u46kZ}a+{_rZ_SMotmSQv+VXoEEvTRM+s?;{Yyyj;7bnqKFuJuSzDL!?IzS?Fe|$!)5*PB zwgy>@-PL_Pw(pVSPS#rH3Dm$?PL94k2O(*ApIM{nz$6{87cKP~>TC6Qf!da{pRYur zKWIRWgjyr6abK^t1W!%jd^NJEE>-*X-ZoqCrMw94P!kcZ0K8YfeEcsy4QYW z2ozFk+jIv_#)C_oVXdALqJA1ju4r0Y1A87PMhwI#yk|C4bSxWI?Gv~hl>xvzvsUZe zL-G6VcbM@Vk5S21X!ztdqC?l)E8Rc1&?oOdiA1QoVto%ceBG$?rfjRatnCOK4RpF} zRpd)O_RMVNCkZ>#*~lD~DgCW<6L?!x3{_sovo+n3 zy_c$J&8MW9H3lAN$E^9KU7A;Ybc3{|(t8ixdWoOL|8wQ?lcyV8*?0}=TTJfi&zqVg zaxrXzTmR#YJc=(i3EBbci#SzccgbOUl|@GD|4bBzqbgPycY;Whk{{oj>*h_VXm#{K zFPf-N6NC>&{v$M=aDit#l!yMp#LYVc})S3w*&^D$m_al0iU0KqN(lRF-DN zQ|ZATRUsI(5E?XEp_$6Rn>&OhDBWx{?P}tLJx<$S3Xe84(tITLP60`K~|-Q9O^V= z;6^{zyoK-{%y0Lvz|e99V#4QXhyK~IDWK~%I_&dfPRU5gH9BO9{6F~0vxT4+rM_Ag z_u(o=PAUvudNg1mk?iT4VUL6y^JgMQq}`>00jMxdji2E_*OQkXW{yseTNq!gAe66B zz1GRiIXMs9KY1%9iOF*AZ5U^4z=lMKw`sL!{Qdn!^P;2`u9p2JU}RSz-3qOsw0C$H zmU4^({|tikV=9&^(QS`IoHZEi$52hI%2yXn;_p_=jHMf4;@~t2pf0?P&^&{#-%qv2 zTVG)EzU=4V0U>=5tTC+T&0g_lUn^JeoIoHTkzb!n306=9oHoNU%eJ-@4IQunm03QQ zVQ6w6-vr<3V1!{7Z|2sf2RqzGJuWkol)Nv;=u$dvMotV%MaALas!25mz=Jh*?{fo< z^jbq-8zzZFq~a2`o%LiBpG^_fKR(L!Inq%iXQ(- zA)1;`#<0TjzWPS!>&{jVi1WV$VqqBH9sy}R&-M^I(!UPJ^T?n&vzR##$mL{6kC@o@ z2x{!INbBu|1upXm4@LjZXMlP5D}VpvO0qfMMD$*3H8BCuGgUzOldEd#eX3dIquXuY zjjEV4j)5o*P55RupH5S?9d|b(8SPwViD~(V>;e%e5nN-A6ZTh^+FMPI4JTYV)Z{sBqfF8d<%^eK z(ok4!mM$vx?im+4t71%_A#vmq4(HUuI6wQH&tj2*%G_vQWP0{&Kq-{J=vo8x;tl?s z=LvlnH-z7hnlH�zg71Q>IxMN_}($f7-}d@SY8Zm%ky>$@ZEyqz2Br57Ku{Ikz}q zm}Qh0(1c)C&~?)uk$;%aQIQggixx->?6${aR;obpWdF{f&|+P#ZGA(t#fI-w-9uT< zGIX5J#41^L15!}jj8<-D>MGo;9~VAIZ+*X5UQpLX>*98**zUVl**dx1wYDZ;8re`{ zaLh6A0p;Rqe!ohiKF?7(Sl(NC-qO0qJcD8PfQ@wRbF%gbxV^a9 zH#Z`|hfdBAip0qeNciiFx+e$73`YLgfMkAiiadCxH*NmW5&WZXf&5zqOy z1VJ5_guWj?+3?FG_W$bVQo>q@O;N-+CLjXXYkavl0C(5U;t}BB6NTBE_Gdi}9*;-5 z_Ua4n`hE$}UXH+NtFfxE*>{oP9JREt(dA`iC_&m6kX2d*4#}WHU?3|@iH(p~qQZVH z>nZF;nm0$l$oTf@to>&s79F}y-kfcX&-z})&*yV&`UD-DkY*`5i}JRgL7e)3AGfjU**2t&4&I8$x`oS zleP4BoWhbal=2dog1!6`g4ALG$ZE;m*XKVX)ux0}PCXEZmfmdIr4uP&59`S?3{U&^ zjao+7Ub`@Iu~U&pRd7Y9fhqpGHlWL8f_MRElO-HRSrN|hw6&q~j!+2-@`#`URuNy6 zNCDJ!!mtHQhsick0E5fqA_aBxq}j0`<@d5?z$MK~eiuHtWNDhO+~N=LWE+5qhZAYQ zq;Z|H1wcnUk`n0PPKqu(XlQ=R89YEGJ3y_mdWIm!5|TKUXB`R;hLccuuBeIW${mea zp_{D>Ujr9&lX64cRqZBwwuq(*B#H17v_*_$2rx5@o(mrc-*bMkHK&_t^OAgP1G^8b z@MkPpb)>Fe8erWK(b`IozBLNi8x z-55Tm5;1+V|Jp^GEB1e=`p4kNqrTf8 zp4hgnPA0Z(&&0NEXJXrSGO=xAV%xTz{QEl3bDwix{idtBtNKOP{?*=leb@RdiqHz# zA`s9+&N6FUW~osV8Sa(~Y}Zx(i@Q-2z2EdhX|#Qc^2~9G#x`S*TKCQ)tcD;}9W8sS{~_nyvKPU5uP?C+U+R)clFs>^%c zKzmB~NW@aDyjAqmiZHaiHPYS7E@-J6B;UH5zaX^9Axdxi(HUmB+r{K<0)~()QpZL+ z?Zm2%P>QHCFq|cETtr{U9$K_zlnr!ERvCgnq3(dNST$}&b^VC#tyi}c>6p<@EM z`tv-1t&WI@&&cD9G!Ul35dR_+K@EyQFD{)QUhH;rHk_i)Ln-ml(tTK|2vd??im*9T znOUf|+HpMe+IOU)2KKFIjl#W!szDNS2K;Swf#ZvqC-blndl};0G(x_EJRCpgt*c>^ z)k~6q4^BRMzBxQraJKw(xH{Rs19Ko5o7_3^2`U7sp=+`lZ6hy1Kira7=|3wKocM11 zIlvYYaO#!L^`o~|YuiH(Ot%POzJ#my;gb_Jl6da4{Yb-ABSU;9BZ+v2b7gEUoJ^v4 z3WVd|sp)OEtFQjs?Qszcb{#f=rNaRiw1AqlUkk~s)=~976Go;{R0HmViKGYp{{#j8 z|CzaIbu~wRQ<;9WD~X{WCK`fK8mY-_$Xfk=7fTi_7-p=r@?o@7=B{n`wL60HH*Z(m zu|wLJ#?TnBq({4EIZFUb*Fd0&CimELq*8+t#A!W@+!VH*tiW`)gYZu$DweBfI5X2P ze;ndpX&&_>*yp4=Y;w!iqN@v@cQ01ED`kS_jREhkw3>}jyBuBgfe?K(Kheh0aU@Wx z9Q8Pt!-NUhn1jqM(?94X!vV%9g*?7L3mdhEQVA!J*}w(b3fhjCT7fZ^KO?7;M8&iV z!zEAiRQSC)P~<Kjyioxd-WAd%H+Q#3Y^DHYHs zpc5+S+Cx2j8HY7f(I`lnz*4dKdChXVHuk6J6&BAF-XoNM?Fh;Ht2#R{u=biyIYX@IePIKuzhd_okZ zldE7)WOzO-)iSW$f=%)5aqjGWa`>Asaxfj!l+ z;gZ*zDNn68^m?~wFm(byYl{WvH^OmxAt&WZq0?T7n{A-*fw+L9fM2)3iqeDHk(hwN z6l{Es;4ffJlTi`Xv;%l5#?V0#+CZ<2m9l63a?PgVcMa|oT&RxP zd0E**i5<_sGXYTG!@(PMMl7n@&r70f0YZxVWD2-(ucQbmN#5ji>H^nVnazv8Ie~%h8vc}7q#Hj#$f{}r+KM?Q%1L(Asbh>(_rORDL zi4y4Nf$={jWQor@X~kihfn} ztbM2SqXE&bW)J1zpY1ZNx2q@Tk%0SX(WE@4Pfq0+;eVvCCxDeqjLOI*Kg6Co38Q;v zF54bIwVq*_bqX_98c)ZY!7w1F$F4h-PDxBkx8>2Ivrz=K{E%B~)N9Ok_olU%Q|%qtXG0>5KyPOkru^*3HZ)n@@-BktZk6qRSh_h0sLvV7aBDkf! z0Jka=Yo9*Ilr?R4Y0nW7rXClMpqlX?2=5C2dK*#VFh}cAujI$an6p;XKrouIo-DkI zR~{|IuM{hyj+nqUvi<9yNDRAnOP_4l>RvE56sShAY{Kn3ikkJ!Qf6|(Mn!pHP&=Qc z;^v63Pn0^URL+5cXxw_+J-kSevJYoC&ecLZ#1S+T60*5EWjl-~P+Ac{` zJKz7OK(OkWkOnXw8K$xFDK7>P+fw3PQPVHV@)EIyY!BD$mM2%tkl2z zgIB3h7q26#3g{fG2Av3gq=8h2!^j3bUC=uouOC%iP68KV z-M6L*LA5E0h?tD91wTrhzRS8k!Si2(Vs$WxTB(>56*z}nAu@D4UUk)(53?p~1Ue{B;%&k&(*OfT{SHpo z+uPd7=z5{tZiRMO+h!gQogMqJRW4~+w2osq3+z@3ZD6G(-|aKJ&mR6Eb>BSm)T!s| z6ZHB9HOelg#^ZUrylh#>0&Y_aD;o8pV*$9rs=;2rfh2C@IU?=DS|X4i47{30znWGf zB2AnB^Go@r|2|*B{K)wUTC@CVG?`1S<)Ig$1*>o~_3&sS@U44+t4qL(z=unT&nDfX zH0$z^GFTZgZi>6?>nLh35<68Nw^tN&peTQHgn?#sF)5;!z8+?GvGjVsNN>u=WIf<- zZaoF@(bk`US+`zYN$q`ZUR2YXEZ7yU+LVWto)z?a2wY{ffB;04@^iv<$MoKTX|x-DDT6yiH?!;@o#w^`uEPrd!A+Y) zz4x~Xj4DOB8Ildxi&k~_Gf@eKKx|cbZq~DgZqHsZ3*o%s{w^7N#Xjz>QsjpSPO8Z) zx1E0>4C9#_jukm6wgD4Y$3N`+Kubkbi)d>g?||QZnu;?m$6nb2f&G5jtTQw=+sS4% z!fT=~?CThI19!co>w3Y;6ev>0)xn$;jN*QIgevQUtFyk>qhRwjd+V0{H_#x!k>F%K z8uwD~NJeleEK<0w`_%d`*7SOZAehJ}-7l*lkV2jCPv*-0}-;u=-uL|~uQQ?5Lcg4DYBS!ucu zfxMX*MNXIm83PJ;Hd#f-&=v_S(XvCBu)@%ytO26>#lKvJW)n>PtxG;yi$Ssea7o1p z96)kKjL~@3QFJKZWJT521)T_JJxw4(Mwn=VNO-tj{X)qnR<&&pd-9+E7w#F+T4v{m z#}h5jZ!&`F5QRg&CQA`7iTrc^c}11cbFEiNH!~n*6#+v*;_=60%C@5)U#51?^5qJkVRgnu}0JSDqCMRcY60&Wm(cdq}F zT2qTw_?NW|4Ex|Q2mT4*Wfvq`k7(9o8IUT&T@rh*NQep<)EEw4iBo8SYzH{sX;^t3 zU9!6!;^RpA1hVh6Cyy1ppR?$+a3~8H@85~E0CX@)A~*5J-IFd}E$9@a=Ft4DmMnTJ zFIXnW4t6~UofO=_AT4oj?&qAqbI~MEEQ>n#-(#OG73_dLukv70Tr+mk6y=ERNA#Cl z#K?wJY;7lH3lxA&smD9m_rEJ=B%b;AvDDQq&=bU;yB%hJSp!Qm_xwNB8m?1s!C*UcThzyOUc7jGDLotJ!Ks;`U&so(Ro zH4IuV-^mhRkw~9k`)mxf_iFDjP?lCUYOw3cCmGb~_Imc@8WY77^|eyu2tphhz$Xhw z7#x5l`NG@t--873WSK%p&tbjoI-Y1+jCIJL{O+z=llM5ITn|MQUXb_N-Q1!p3lZgh z!-Obv&7_1gqbmtHNdpnBLhjP1>rXAt~z;J9aA^P7Toux!YBNeLbkeWDO;{ruU7 z9xs!P6w*b_$pn8Wzp{XbbS9XpK3d~Ps-t}CbJ!lQQ&^^_i|*W!<96H>El)*c)F%XI z+_F36Ux$T|hD?g%7HMBsNizw}{eg3vhuPeRo7!QGNmMl@CGZ^WU_Ffd{Djj4_QQGT zAp6h+jNtm<{yE{I82IR#igZRgwr(>Qrr&YkL3;z?zWti7k9UG3{|KpiX$NRf*9N)U zn6mXnWbKJH^76pXqwsmM7*in=tzG&XVMB{m0M)_OBn3*af1MXCy)mL4-OGgUAmUWH zdun++tagy0jKeDDMrpEjnES^xBZ7|RiZK9Fg-R>Zamw60#z|Bg;8>>;TzzTC7LVph z-r>3rhuYw#!cM%fY-<~-WY~za?6@~uSKu0jSi?haHu7=nuyURBtp5O;hBat;a!z4Z z2;8nf4+juKLTpv}Mij@bC+~I_?#_V3IemwD{;m2sRWbN?qr#P0)B~jpbyJh&8+TPZ z)gI}F#|kg=mtGC`W{s+EnhY5pK*2ceA=HQtW+|6$mU?(rE=~9av!F zTrF0d)$NHKZhD3=7~4V((3BWQvqg8|x&D_FYyFA2eA!kf`LZN<&cB-7GwTb>$e-&ML|fj2y6L%v~z$-Vut^kGk0Y_hSld(_E%X zbklk)g{e<$1IKB-%M5V(uUqf^#x8I?<#u~B)4-DReRqRe&9kq`&LH4gacj5wYiH5Q zbe70VDeM`6+kk;wT8K~hud*&r70#Y?D%-X|OWB?;GtiK?!tDCJN=AY9o8KOo_O?>+ zE-f+XGQFg2J#7+5yH&5)l@=Rz%q3EJ&6q7~er}*b7Ef#75SAfNV{vaYhB6!v$f9A_v6IwQEU94rv5jID>tgZfy&F!9zwPcQ-^rD?7nNw5o0^gx7 zX(tOYS}@#4n1s{aJnSm2vV;0iQNES~YD5f!K*bQ_6T%#+cPmR@uIS;*TBau9J4lmO z_VI^f8Dgf#z~CfCo}%AP_4Ja(tWE%eE12s8@+p}J0u1kIJoT$~PA4iW41>Qw0c*xN zvW^Wz%K>U9YXS)&qB6DmiiVv40UL@zF8mz*g#**GKc0RtzfU%-PM{<@t&Z-XLWWR% z`q`ePxP@r2aV%bm6sK{rer|+f94=S>J)oiIXqyv{&_1Je^J>Rr80AeROc&>XK?G`8 zfMbuzacm)}?)+m#cevvpSOca$SsnEs*yCu;8P@12duXPit#2Wo@iCBTHsYOjd=*H! zjEQed)K2!_elo$9)Wy)O6mfrlFIt2a$%{$`2=4;MhA&1&m0vk+Dfjo22D%)n z1ZuCVq(%iK^admfYxa1JbaYf-jl3!EWxA7k3eTLsXPyB3tGDgt^P8nj_j@U)$AqV+ zb0&%Tt|buXMh$QznA*@Wy5rqFdPaJxH*3WSzcRaCznb;-oz`8xwl&x<3zz+qzyvmG z?yuNvheWF)g2ziA+&({xJ3O1zwToE2e2t!wOJj*8Ka2m$=~P9GhkL6%~RF#ELC zEm`&IJ)Iu;yXe$mDcREreyv?XN^!S=*Ib=OP~W+PB04cQ>o=c|Kp*x}w-a#FL>n9{ zNFReus2r@lE|jd-t1I=x8XS|>_nj_n$N5E-(vEWk4u{(axRNeCtHVzz8>*Xy+^t{B zE4nju_N1~Xebk13vRBDCd)QoeMj|sQnP7_K(xhV%DfU~Z!*7}nl@cflq$z)2g0S468 zfV&Ipg1gG)fx};K!jPDHUTw|R?Q|3jBP|^gG0DPmd!#K^VMSHoP>>Bc(j$Yw{=3&% zA^n?EZLn@O5K@y@b^F;ru7tWwd_o{#L$bsGgUps)WE7dzYU}C4g1v7b_zkqN#D6lL z{AVk68=cZ=T$n^yBP$BD$Ksq#f59@F1BP`&;Db!yd*$i*?>5wAX#-2#K2iL9IW9~Q z66Vu2Kuuxc7_`*`epSY#oq z#HsR>=aS(<{%I6?ijJcZIiQ!0)+$-qncPsUzY8@$n|vHs+?^8YR5&MIGU=09QnHK- z<*M(UZ%GpMXHFTeh~2DqK%otqbN;PvL;DGfY)TE6n?t?>z8_I*K*M7bTXcn7q(i>P zMpTej-qU^?q*WJu)-2dzjo!j2>G#R#1m^7 zkBQ9%%C^rBm|a3*+unq{44oe=sX%Smz!*DuB5=RJQRDh?6d9QRwZ?_@sHNSeikB0i zoTQWZ%>weX7izit&o}2Qn792U-jPHrRFaX$GalUN>gAR%lR6Ok(m<_a7pC%fA6;zF z+OxeIKoPx8CB`XDW=nZ>RkxDq{HhZ>Hdy>_)ErK46?l^`|n^&1^$VzS?IE7f!a|z3`r@?-aNA2b6kRo(&R~87_85_G8c6 zZfk5R*R-tQv7Lt;Y(LHDvB%eVmwxf(J1W(son=j2DeyC(fAIDGFR{6A*7=QPi1bZE z#~?#k*M2dX-tC#cH`aA?9B9)(ho}QuU)M7C!@I{ZQranp->q}n2P1Q8ESWVHfBP*x zgN5FqYm1R`qI~GgTSra14NG!8XP=D!e!9kwUjZhX#>rk@2{V6sSzqyK>m{$u2M+y_ z_>10i8c!Dv!PlqDqF4>)3bLy%md|{+Qih83Di5Z*gcgXVGW9+e5fjI5fLCcjJtBmF z|3~`}(A9)81SWzD^pujN!V==&4gUnsTGd|nzb2ZCo2#g<38oM#YsJF@Nz&nRU$skx zmX{7!WcRdUAq931oXl6spn4iT8_OW=YO=K4&;>&)aGGcn$nBB3FXe19Rj#uC(N3YJ zzb)aknMEGSgkaT=HgG6OKkO6?7KL3FE1m;q6=IAR#H-?*fb-e9s5FzoPHlletP`HN zU+N{1&1VcIWnUZkqTvwl!5IJ;n0;&BGum+=p&~zC3MlvSbH#h3*hLJ`J*SG2#_*pN zmKom9uMB z8CL?A+flKv);4l-+gw2Xcv-!~G2cO3ZoZ4$Q+Uxr6_P-AvFcW~UUXVhBUEM#{$;~8 zkd~WblCtw2B{2z%Y6v5D?c}B~kXvA-X1Dxwt&(haj^dH0Eoq28uiiqTD3_)hZj2;p zzX00O4e&z2^o27ql}0;#P!!T z_LT!a7O)7;F?ejv-KhU#++240xGE6wr%<#EP_jaVhMgLG{klZ@xUW1G2mwVrKy;e! z-ABkYBLfB#YDq>{BEB{TxfP`i=s`_PH8zYbteY3RA|-Dsp@zy%=y4OVi*U9+h6g|D z1O^_yKuH)y^ubRe+!k3Us?E*Dp25WZt){*0hOT{2#IDKo|0(pV(P)xVnmLbPS--Lv z#tgo9Ue-6&G?U*}`QQwr@p}We0a7C9|7%ww%9TEur6iqz7v=o%3Lgbu>$YO3k~pUD zyfO8D{fQ113^Q>JG>K@tT}iBVz8ymA96um}sVzN0$2F6CiCcqa5L?LvgzOAHy#=&Z zphC(N41uVU4F0pR8&S$p>Eu}l#KX!^AIL1lRoczDn~s`DsRJ=t-y-a+FtR%PttD@S z?FzO8I(owX1_|`k^jDZ^;~-v*Q_Z6Gr@#P3^v`xIY=HX|WXf-NOnnP?!?%D6;QvJe zw?tt{v~E$g)hK1vpW@Ps+IUJ2j{qbV!h$mJHybEJmviPK=R<}kwREPT4poj=IjJu)h+9N(Bpa)r-?rr& zHoF%nQIoqU)hP&9NK21SVyuI3E${y6dQ@Y1a1R`&L_ z1}DJg^18oysU@DAxpR2FQxKb_b=x^Yw;T zZLy5}y@cejo_4ss3qKCqJk8MnmU48x79!-DkukBEBftVZC}nV0*9}}r4qQn}-aCz} zz{Ysrt9hpw19n|}f_2PaEmE^q3^F$JcW~;2TH*@rEeAe>>eKJQutSQ@Mvu;e)Q@Vf z2RyN{xb~U0r++>8-y5ZbN8+6v&e22yu4!snJN920M-lU1C$s!tj`Pwf5}!uz!7@ow5Vte!ERYj)Coc9Olu zhDyA2IAxToG-Be9#gJrTI0QCUoy1HV+18r+vvu%KnxKHPG5@X$aI3ug(ig957cHKT z&oUm9y?A8Xgp=mMY`JJY;fy2AaFC<}uGJ{hM$2@h5SUkd;Eb63=TLc?{$$ZD!K4f< zs$mH+6U9tL(%zIvLJ*AAegM&xV>oueJ#a&?USeeZqa2ZYk({+vseV)xhBr?{<>eRv zOe|D}OVeAr&}#1Rpx&Vd;NGkH0Pp1?zwKQk$*+awg=I!X5fM0Cg+LhxMzsl53Ow7< zyhSBy2d31r z>(ct{)LaH7)DV95TCLO>L*)*eczwjA*u=S0$T36IQBkryp?rJnD8q-MKgDE7RquT@ zV%$mP>2gP6#HC`$|Dx-*%kWQ1Y!J!9g~vqS;Qeu9{oTu9$n?A9>2p*i0bw;Zq101( z#q?9Q8`qQeM=t$FzaN)dYWCA-zRb(-hbFezLi`r=oSp2`^9kRt#H(jVl@BqtNg1na zL1#Ci?fiDJRZq#)89Nxm5X17_7%~F|$QVp;BzP-laE#0j^8DHLFcA;VxL^aV{X2Pu zxKVCP9xdqp66J3K@`OL=Zm1=VuW_$(eTp3V$4A!Mrs;kmvSl z!_I}k1g}kF5P4j!dplf51GVUmMZ2^n|JV|*aEM)VjnbmO7jiQF?RhMnFN4U%=ssL0 z5p*9bzd4z^DCEFiu9oPOe(gt}2SSs$ZxVgwWFmcb=TE#$4(aXhQ8Z;kVI^#mAzEd2 zCTlotw9vJ7HA9PYQkGu_-=OwlN%ar>C#Nv1RRcnedNWduBhYo{$xh^E zviPbVGqjxBnxjMJrLo+Y@to~C8KAmBbZ_poTrlKHVVbOp(*arE+OIz_PT|B1nQH{~ z-!sOx+jKmS{b;*N&dCUKtPWj29!~`JLJtX4W=o_W1XG+r2tr#*bm3E7?mcEJlzDLN zXq4js)o*U$S!bX|v41tYe??3psf9m9*Hy1UrHx+*C zQq6w-rtDid2X{y{X8XkiCT96J7eIkhEo*}`414I@OhGy(@>O8{-0=`LI`1m{js}mA z3t)i&3lGxn&x6!P7whSIUs93}H+1Gdpqy-?H|3TkvR-apvrc52FPSD>0j8$Y$I|R*5A%m&| zGG2{Nj99MW1Ry5iiL>6U+iU*$29GTMDWBH?=2zW>uR(XzrV=|lZnjNIKmUIdlB#Nl zq1FKH|)Trsi%c|AgORsxnFyjEChSP_CKc6DamO7{Vh&ZpM>2(`w%IJ{Umi(P^@tL@uPR~A@4h+>{WNb2 zo;)y3jO4cX*Y#~z;;D>ib$j?FN%P{H=UG2L>O=l%{g@cYzVKX3$;ffR1e3T&6%qVZ z3$nh9b!{cWBBPmGZ2ZhGP?FhBuF65rY9nZDfia#pAFvutsU6@ZfIQ;@W zcEysI@q2Mjz<>!%t&9SqWn+nG>~-CIKEp;h6C6$^TeB7j1+f;a)6XPT<^V3wwb5h- zCc+ZL(763*ZkIF#(=SGer60C|Xk%C?LFx(Y@{{JD~0#it#lA0@SLg35w39X>;)6i)=WPRI)bdIpdV* zV63v(XcRwy{6>LXmzQ}LZY<|BV<3KkD^6Z6^Ee(f$R!NVexD>;&L&|huVqUcqJ?O- zwMYlGn#uO*oGfS5L4!iZTkc*IMNTA7ya5XxHW(RKS}Lvm=g2aa_XAfVoR*Gm(?3B( zgygJh{Lr7#3fHl>#Z6+Y7Q@&GW0=IcO#MS83WX3 z&Oy*npc7j8^nMl>E z+TWZ(f>Ov!qWy8ou<_EfgNA4H799iEQ>bfo?L!`QMQ}D~oL{9t=S5SW+PCHMpm(GIB#4{00Tmv-Ekpf`ny?5qw^i`u z00gI>M;y;H#>;>~DjZKKlp8SnA2WLpSqKsQb2mv>e|>FB1NjGCuA=cDx(_?6S)uIO=MEXbA&#hF_o^q8eN*j()3T3 zK*B+e+(Sf)Jq&OkK>r7H@Yncx?+1HLv*&)`HR+NC4+cwHOih&7nRRI^}hYGb|+b9e7z?lqiesT zum9NC%TuO57SU3BfihgK9Y1@v@`SDOM`; zUQoQQlOl>y&c3`Qn7U1ST^M_@r-yc3YyQJB+jfl;IgI9KVi0oK!3`7bjv2vF#EJ9z z!&2VxZs)}GQ+w7H02(jA#L2pXK^UcMCxa31%_)IQW9-c|`)T%l8cO$Ra}M;Y@nUf- zkj}S_cVjGd`emm8^9sZ@sx@n7kFO(p zY)ZPUER~qxkk|9dOnRq)T$Bg7yKv33UkM1rJFS? zUO`-AT3I2$2@IkGDxk|iNwLLOgDr&K%^-DDhuGFc0s?}VZ1%ec5G#yuQXhAB_{*skEYisUbPT05}JIC0ub^cH#L29%9+(lphQz@b~<1aYsb;<1< zjIQI5*h%5wq~R==XMEUJgTS>91I?{JRb&&WtbaV4X(%a?uY3ymsFIbL*Ig1`;PREJ zokS_;sA_)&;RE!3dSezAhhNyI=bV*D(W`|1s6w}8-=8G9=3E%iJqmXuSZZr-p_F(| zRF0wo2@0Sd5S0!-mqte|MwbR8C5_Gs9FDhZdIN_O52Mf-)o2kzg1v#K#6RUTDB5^U z`A2G*%`q2a`Dj!3lf%*bD&?qgg^HD-Nz9k6*P7B{Jn}_BIdtB+?WlC;oq^&-wZnoH zbiOs78QrP`&4VKJPi(>B`8;%x$(_w%G4J_TouOCng{^)8ZVsk0OD!mhfFjwF4tB3{9Cow5p*%Hj|69upUyV zW1J&6-d;3ZcuXkp0xK(`MnGiT0`u7Ce`pJE-(#5w4YtEk%2af8()H$xM4E=#^%UXexik%E z_>>^38*96HygzD%{e|XKylK=HK`?-Lp7~gCz6-|iPH(|8xlZ(A=343n9rnXZ*#~|M zU@KV&`hBe6^<98<^~Yh?SKgjLpZ}-Wc$9&oR@_j4`bYn#GvySNR`Yg0o?Vxzrm}%T zdn(74C&GX3b$Y#i-Fv{~?SD;2?{ivFOnx0d__ktI!56~3tU6h+f)H_5q>G%+{W&7j zNL7)0qSw)ByX)DJv{oZgyufzk>}HoU&k~^t)w>*PAg`Py zoOQn+4j&9aTL*Q4%3k7-qn=w9P}|wW3p}ZgW|U1z5)1#)uCI+vL@k?yk-cm&lbK8x zo&NEpZ?o8W`ZcRt^9Q*$}X0ES@4k-H`24^Vi5J1)KYJVED3SiINv`$tWY_Jr?+@GTxICp zpxy<;p2;N*&GdWiJw5x7|_r z1SMoDP@a~VW0cEj2CbXzN2=RYJgGX=Jzyiyt&&5%(~ll_*a5YJRRAW!1UAmYpL2PK zygpx$z3q^qR^pm>&l#RjDT2=BJ5*_lc~kurN73#lqBJ-W!3Pwnb6X#~Rn+c)dY?|+ zF<)<=x8Klo2k@GHC|&KxJfxR1yKu4#V*h>xk5vPYHUp7??EM~&^7U{4{s*;hB!G;G zwWi0lo>(d=tdaImqm#CnQ4Xvs$X+MB1L?p5$;w&WnOiz3fR+Y@?ZKrA;ZLx5Z^N5bpC9>xQp+;b_V|>v20#rrTO;~j>qvnZvX?P_V5~iWO`!y#`PexF zL9D0h_K2dPQF$35$uVis>30wT`JJo;kQFm83~B*04GcJE1*c1|mV_@GiA{Fa9Sx zyvTY9w9}-B^LV`67|rv0O|Gfg&s&vl`@Q}aobNPSdKHiUl9)%1ZwsG%!Pok)9fB!> zR)@Q1Wo&k1wtjvvnp$Gpk-;;aKM09n9EF)pp5|C*{fA@ofg6;gb~k0fAs|5fG<4Tk zh*{fS1BIj2#VkavGTKlT`ZwVejb~_mR(DZAbeXL?#%41cVH|IoV;rn1WkdxNx*&b1 zA`4dZ&*h3>Y`9u}mJ`Rh1V)~iqSF{l(UQluTzx(1gc*$Qu2&&tiIT{MAJ9Pg`|gik zj@H8cSDQiVB2)BC(JR%@Awk_bcBZ=Scc+97BrfeXdg0Nr*~D9GV>49bt4TlsCHX&^ zZ4BHq^PW=lsK<0`b>YE{f+E4gvzEXXa(udzN`z^rej${Id=U%dSSJt8 z;2CEIJN@`zc;^1zsYAt(zFHfs#|nWZ2O|eaDheuAU8j`0x>&G-CmLN>bf^4^Y9z+RTgu+;oV-;X3Kg)>T1XisV;bw%3h5 z@qk&a^=4Wfk*ndFk*OSelRp3?;-%N7T(N7uI38!V0{AyA%$V11M+(KL0JqG|S*`4k z&w(oZFsD%OZ1Q%hSqbXe$H8J!)k_r{k<<{6M>i7ExVi6 zx{hCs*EE|qbWh3n82u8@CxjR+ie$ z*GX4e^j+?X*~kBOCz|N*Lf(Jg6!5f#v+KI#LrA~0TGC-6*`aN^Nj{9st}|PC)ksT4 z=6Kz(f<)QnzJ&0}N#*VNHU0m@fSi$&j46(q57Qxw>g@*$=PGZ;IbZ6YYx+F*kabe7Q0sEtNKlVId^1i+F?3U|2UO3Z&bECFoJ&Bl zy7+H>>wfJ%0^yv!Fq59~_DFHi&^erEcc&w;-n-$T9M?^!&{mZZ=Rpq0`Owb@lAaA{ z>mOr%YXQyM+oy4ji_W`*ojW4LC!bP4{AdgLhu!xcVqS#4&8M*)KQ7%|BN#3m-3AzR zK-J?Td~O8E&Rs3l!`bXf0ooM^Xnvkqs$Ciz%yZxzaUrJPiHK-FK0)Q&ehX*}fFLLv zuyLF;{7W_HH}lxe3?tYW>!(MiL4G1!Fpa3;ib=p$$jqpWP%PdK&uj6@uM`|~*sg#N z$8cBX7VPiP@44;C(npSay|<1wt_LN0q->?*n(QeW(;Sw6yvr1bcioboi0JZ^k9)F+eu+Tuwv{(FslluF2?VL#n45e&&MQkag z8QKPWrC~8$?;U~w6UV^2CvfV~H3quO@49($)&%i@7r3#>({=U&L9zj+9&J&@OnX2o zS%N-NYmX%B`*I%P%5GiFaorxRO~T`#C-B!N@i>D0X{4a@IoE9%75~T?r_isOkI!Pf z<=->T&^FrtTiU?+Xia-kuI`;mJJ}G@%LJLs>nVkv$$bWGr+=BLKgtglXz`hftc*MT z6Tm3XBVQTe*n;X|NB&R6x(HuDjW*ul@T5)n2MhR1yXOP;j5h?6r% z9rXY~k25?v)m70R<6Sv9(Ae+7>BXjIBBE@k>Kvh3+k`PL^+Lvr^j_!PsnP-_(S`iU zd~P^=GQbP5F7;=in_Mpu7D(Y#j;vo^aDA$ZKG!k%mek5~mQhSw8 zmbAeUk<3?<3%!W(vC}KVnw;BIr6tRABWK$a$gJO3>Xh#HlUnFz-@AhjgjOTPD zn|DlGARdirNtrtFZp~KRBZ;xoON#7dQ|}BCIt-^tWgAj7h$^u?71>|#us%+n6!tab zVG46j%mgddzXnEj&?|Q@OrIoRx^`Zq{8%((a8ZVH|Ip+-^0r=_+$0{#OG^l+v6S0#dEVC+#Zs z_Tag%15^nAAX{nWuAO|3eY?unLIgAk5Od`vRE*ttS1Gmdoc9Jy0pqP>(4r;>0tYDc z_MT>!OCK=-VH$kxJ*2i#nzyOgEorFMan)GbIdf2KhL)8!OPz%KY_ax`Q7|vB){DIl zz_q(#@4&;c;hUsVEwWrsOgn8(SksDh7LWp{xX+^C#*&pHH;3!LEi8D)vEfz{L4_Xf z%Hz^E54h)UEN~wh085yvP2H&DKJsZX9{MB?q9zcACj<+KhK4NHJkG^oXcqQmwQ&q3 zIJj2**Qs2Kakm;-vFCFhI3A0MH?$Q`R{oIRz|}L6eW_vJG2?gesTs zm}#A*UYe17gpsLL2q_J})hKoT}mC#mNv&U3vCnTGgW{S%w5kIHGRo>4diPS` zvNbQKuwgk*;BP}OT>qncetZH?+X@w}HHTjN(4AJk5J47sDb9WITNWT*AVoTTRX#gF z5EMH@=1Y|X>=tWEP+ESP=7XiBz0y0JB6u1|X%nj{KUIssKyUutu@D44HM~9W0G_q% z4CwMuC#d38*lpK!u`1yVm!=t7@6a9pKJThHYu#FK1(ZTI#HDwrZuYw<{Us+&!N!on zq#u)~5z|tPYs8qy%rP-*9%mnWcADP#rM=<$_VTXfdA++ z?n{Hj+^#naV6r|kb#cwf{`Ur9Rg5kn2TD7(j}D(8(3`HYX{>19Wuf!ey^&#>MkZh$ zaHMcrreMz1-4t?~T*Ok&@|*gnDDWyG<`6pj<#I@vcKHS|y;VtW361&(m#AI>;zRn= zaAd~0FH?6>_vzkpf>k;x7nX#xYSIhd8pbo1b|gd}SOR~$aGkwa9q*lS(cShNhRw5|v~bn-~x0x7&0jxL$vigJgJ9 z+U)sD2rkGS4l9Nn(yYIS_|Rlq4~eNreCX3_Jj|zRfDg@wi2;UToVR zQJFIA9JA>h*TtJO0^dia8_%7D;9}BLd^B z(!QRDkKQ*|u?~zr=Bf<>)gG6X-FoCFu_{LbxxwBPAXQ8~HgqV00EYOB*Vb*bea!jqLD#mXX7@4Jl6u< zpAUwwDq8H~MoUVid%7lJH_3KyL)l>;t<@exD|JI zm*6fZd%pS3e%~__Ch{Yb8IrZu^W1Vpx_o1_Bxe5S5I~Ke-ey!OT{J>?aconZ0A^M& zSy!G`6v+<L}o{c73d#1x^X4RJ+P|&vbft z;!Ky;!}ZhQ7`1iSN5J&(@jedO-Va8USo@$q$YF4XLJK>{Gy*J7PmP2^XgycN>$Ttf zei?lXPvewThxpsJ8~VRP1Z!A8Sk5%HT=G?N$~JpESA7zV30bcQs- zRSm8KoNcf#4Yzreg!lgUejsKV6=9fAK#i^!B?#;}X*D~#qhC*^0%x>KWQCgZ&RdSB z+5}g5y67KHKE|LHlsAhVtX&9BA) z=7R&lu}og0NROk9FkGqes}mrFwtYPiq`?BlcW^)Vx#LNGm3q{0{32d0075L>mQW9m zEClb4!{RH18pJ3@&5|#)?CRB*wIJIQ4sBfZY;-X2wH#YeP;Yn-^v9Q`qQ64<*~}WM z1eY?dj-9eCzwO2^#~GID#?(9}jB;Af|2|{dt@a}9jxbmL{7BYF8B%*=ppM8ve9IEs zk<+4AaGCB%&5GR(;YsX!eqbb$lLGD_Ad7RfJW$YB=x_1rDA!b}CfY6V?*5JSk<;8J z$WjxzfYdfFyDz?DOTI-#yA$jKEeb`Z7{=@JH{SPXk4>#N-f-Sx=qrB@q4de=@GkJFe>r2)}4pI2N4sKu$RDO{4g35guPQhLTsdI%>)nv?7K z&PbwWEY(G!L$S-^%1C`98hm4tF`jN=(7KHca!il5+6_@2Jqx{uMCv z@6)>#q&#QYc1`tNmT;*ZkGpY~TT%)vza`lf5MN!B-POVecUrs}FcU ze~u{&vnDO*H+>^vfWUT?%Y#~Oi7uZ_fHl;NXU)ZAz0T#hS4@-0e zcXmAuYa!F)QfwHd1-Jb%(k`2RTfRP2wMyoL7rL+*y)SUTX21B8Swg~*_8#U<5oT_x ztKIE&hbFxI__^#ra*)CGIR^f8CHwBfiZoyY*Bs}WufC;E+pU7++`>&)Vci1RCUitV z;PEk|pVD7Cg)1;M^xK+s@|gcETS*J;(<}k&dcgP}m0>PvJpLs+4<2Q&Je9xE(4fQc z4w%Q!C&xk0jnBP)-XzdLvKUNM4NsSb9rt_jF&**2X{iX04Wz#UcAuGjMhNR))+T{?)lmUrj zVqx3WL}PkiLayiwVj=J$!5eE%k{F07G;i5npzHJW-qO4O!=`{Du%UCUCs(ax>fCn8 zT5~Y<=V;=3Y=>h3OfV$H-|tW%cu*n;bl+thSjfo89R8wXijn?C7lVLqKG{gc0B%$3 zHdk$GR$d6aCm%h(J2iv;DQ+wPeSlNLW)_N`hj%XipjYoDAq}G&lUJS#&>-g|HCc<) zA7qWayg>$w1beu!6Tn6u6D>ex!ArNb=~S}kbUn@Kv9d>fyo{QUO-FWU`ROTz@p@{& zL0xTb3jOt{8I^aB7R)cuus${Za-hHfR=t#J(^8tq7~^U-Up@ZUVYlAG*x)MnLjHFD zH%%wBUUQ+ds4~6B_##Z2E1WEh+va1C`EK!8Qea>+7Sa_7 zzSHs&s0~>QD5inV%bS`i$fceGadVr*or$iN@-};5b~HrI6!RD>J1e`Ja3d-T~p}J}gXCO-p^!fEwS0RvgU%7p>H<>Z>2dn7{txRc`Tr>IkxaIy? z6}@47M7k14quS@HGq&gFMPlFFZ;uPayzs9=bq_xQ(g!62?X5A zRSVs+y6ZhzxWZdp_U9TA8TMRFwZ2x^XkAaA z)DH&A_0?SR3*Cw{h)}GQsAhc>j(__E!9TnYqaZ(ZB1>1Y-meJh_z|j%6y11ETL`nz z7b|BT@*!EaA1NkJ1y3vMTo~WoCK0YJ9p6cC=>!Myxb^(5F??CN3o*Y)Qhv?;xW{^U zJ}7f-uU}s5yx?+<+ua6}E>+|L?F&)nY?KaGx3#vl5SBz`@Q9;bOakm{T|9V(T}tJd zdvrdOjx{#j$8Ct3I}hTH{93Ks z3coCp&LE=F)b|>qC8EEcS2mf4emliE=RX&sETW>qqF>|R<=R;oE|u#dzg_yuh?=^& z_WQq6yOP^TM&H(6>5bq*-cdCk<(ba;cSW{z_m$O4z>=kzLE(P{-J^^^C`g4mAl1ky zTh?VOn?<{{7qVWPbA{&VxmATI{^7qUhXOXkG=A_&|2N5&{aGe7`bdNOz<~`sqrtkJ z^L^Cwa6_>qd=w1=wjM}QgtwCTb=73t)lPyHMI)DKV)N#Ys*ipA#6uGt-%{lwOZ!(u zCznJ1WK~M2O^Y$su4W`vF)!EC7R`X#+w3HitM%U#B_+GJw8iMK$SEu&)7luxtz%e~ zF3glAC!_t`>jFl#!t`ydb-bcO!2JER6NnAZH2Hrjad@0wL3?M+T1kDP6gGZ#d~?D& z^d1u&6L01gaSW!gg_&9bPsyb7iKJ^hJtWmM>+nL5MUZa}?U8GRMF2pkhIqT2W<+rW zt3udp8`V~BK7NK?_o++2Mvy7{NSl}2a5@8wyq$x)HJa=M6)n_T^@mRPf#48G+mKmc zYf1WR=52<=^>x9w>!Ia|bKOT3zl4o(I`?E8FRUfW$*dOVuY!=DDRuG{xnI7=#TC-* zaR__wCl3N4iKP3QFClbwj_iGLA_H*3e^}pe^s^vlMiWT1O(sTnIe=QjG+PWuCwDgP zboyOkGglTn&Fb5AbAgP3HctcVCn5Gfgv0IR?Ws#bWyV)88IX82@Qsc}IM%1nSBAn} zm(zj(J7ag*ObVO+@js0u5rT>G-j=MsL2M>lffQH|epqDN!#kIztK-a4YV^M=d%b3C@7M;XMW+ zuET=^yFF~S2tn;>SA+;~T}MBb9-5~F1!#XF{ATVt*$j(mkhIyIV|k)5=sA=`)!tkQ zLWgp;iqO~+vl=ZT;vnWwjKf)8%G-N!8}+nU6ZviGySCd3zc3JjDo4;>m~%h_WiJ5I z__!GSg!vm7NL-l}oX*uKtSWbXe9gI(mzC|`hg5M$Qtq*RMa#n2QgyQMEH{C3Q`wYX zgA=-BBAJUgTvPl2v*S{7^{wH*1j1ASU@(LJuRGy?nrJ?0ESJx)EwQ>AOX6xWrkaMi zZcGJ*Tk*Ih74~s4ZGujMu+Jz$kkR)TcnMROy*u#m4XtzZt&eCcRq~mFuH@1ssn)M6 zKkyi0Ai(YwGlTP##DB-K@Y!ke&*S5LW}&ZnUt5lGtLP|7L$B%M;&4!EmVn6y2T4L42)?WUQCAtd5W9x*CRdQvj-0xe z?dISBYDC=d3Y=Z9Z}7`c+oN)}*oXXGErUHxifAL>a;x>#>g%y9+O%|o`(JHL2`=Sp zXfNZX;({5u{3VwpsI@Gmx0b8hA9bV(Lw#BjaKZmRp+m#IA{8RVVq8LQqLVNs%&LmW z(Mio^!0Nn^lfhVVW}8iee;F&bz|-!>66Ng5qfz?UJgpSX{nYlMb|m4{%b!}z-TL-= zE*2qb6!hAU>^-?380^HmFUQoIzgrW}in8c2w|g6=Ys`eXI3wyy;(Cw5NWyNI;~%s; zU2Oi8IeyuzyDj@Y@}Q)nat631Q3ca zyB6FA0$LV@7FQl#Sx&3E(QmbI6_e@kapVeyq?FqOYi|xh!M-eG?R=tJjZ)}bj%53o z7KVC^HWc!#!%cCk?jDiYkrFl}T%JaQJ|fMYkF($j(EX5r_uJlQj(x)x zdPxUL%-W_YSkG4p3k)5qYt&R>slaY&?{m=?tT+%lGZ-(w*m?|oRpouiDDO5LiOwsT za?(I1AWU;j^FPv`1?RC(!qygjafIqpB0NjtGuXO)ZY`)kf2Ghr3u`0dxdLW$Yu=vR zAQ`X#!XgpZRbeL&uUL63e>S?Ohp^};P2iF9%mV-Cf{W4RQt%CH^8F>+W9Exr63^D7 zsIc3W`|{HSp3BkBx24X1!Tqpdx6Gi9LfF6?#vuz8$Ii_ZgxIefQ->PC!9{3%(rh}v z1s5EWIH`J?`6H-}ctOtmd$rA@MxV8V;4aE!H$Hw1&z|RGDo@8>lp1n1@xG)ZmmfZo zH62ico7g|?A}b1&I+$?IFjqU7VSqvD+6VG2reyyh#tPwqbd~ zZWrLoPfjVj^i5n%JV)BfI$`paoJIV)Z5c(2`7pc|e!bkPIo%!O(`}EV7-R z*I)TiOLWiXeK1Lr{$L`7>iJKC8-lvD?p<;ty9Kq zfUXz?rwy|A1np1+XRE*x=kp_VT_ELzTd0;kW!`^i-1y%IOrjV2HBlAYoLwb3q1uO} zfp+vcKe^+kVH%tBW(@j)&fxJ7&)@Bd;ca2(^T49N!(6Ls>ad)xH}HoqUWwc-iX`tT zfQdz%**RBUdpGMNJbe+7+#z`m>f>+gNvP@GeB) zwEdUCh8N_^%KWVlnd9VNjybU=M!ZaS`-ws-lSBljxVlF0k(Ib3ujafhiDdY4*lxe6 zyDv#}$yL~?e=BxM)u-h1rAcXmmuJ!@9vyZ57Z8CAK?7V7>o<%{MwlkSRX zT^fO!Fl-(i1n2PE+{1JKQ~@A-$-0Mo{|Uo5Q7CC4n07U zDqs1{W-<|66x<_5I6tqFsh$Vx7+DO62Im=~!RQ3X)Bx(`X0OBXo>|mCc14k6)jMFs z7AbockT>91E)?b;to2o8vW191dKxi-ixvh(RSZJ1sv!5av-ay7B)x@Tnb8lTJo%B!HEE;(u^t|OvT`Zgc*0h8Fv87(>!^u-62ps zV`F6-)k+CHzcAcQ?%E$sqabgjEaw@CnTZCxv;7?Qm+!f-Yx$*CCvtROlqQE>Q^)_Y z!N@t;U3BAsPX=FEItYCTgAYy05NsxF_ z=PFP5C+;yxGe{cQm^&R@l@$#3!?7;_>b})NS8+^bdu%$u;1gwRofy+mn6SNsNu?I+ zf4H`rVk9?R4U1BKrC8nGPxKn04^+Ks#n~A%3X6QJ0`YZt)Z9zv|C-p%86{f5*XxCR zjgy9>fMk;iv(jsS^SF6o7*=84L3*U8?L)d}K#K*kf+e2Xu z;BrV%Z#05g6~E9N{wF9NwB#upzF%14nTmlBs65_oa9NrsJQVz?+g^IJ(6c!j?e7gZ zfrSbBeS7Kd{va}PmiGaFcwwpz19=Ct#_M=*F%ueBsVD6GboO?84PxcA>v@FHZS(CH zSlRS*J3wX$MhX*jYB!c=RJ0bf;1afXCc_crgviP=S`N}T4brSZy?R2|n=Mg7Qj=?! zIk~#W>cDRf=M|aJnK$nt8^FBP$Z1#IDQjaYq(7M4dvsod_K!+a)O~MzZXo(dA>wDQ zwAz3WP|~s0T^XU4l}A?y_Be>+iTw_9glD0DQh&P-F6>pB1Jha7#uymn`)Cs-y3^O& zKpmY9!+9=(LT+1Uk=6THJZ~gxJnO2TNFf@46!*I8swg*?S5*JC^lJ!1uf}*D!&Q|f z7aPN|-D8P4z0Mc4e2CUYy(?zSq<{-FvDe59 zi)fnfLd$D_{+~%j?UL46vkRIfXPKi<1=ho3z1_2 zL?X`Y!>JFXGbb#QVzrel!wD+kn)d1RbzZ-wO-!Tt98x+}Nmcu)dPLODiQJwKA*1nJ z@jJ_g_m61o^k8{@rEO|xOJmT@+UjZJn)u}LsVX47%F*TGYuH9aS7bwBL)|=&LiiRF zk0aItjZFU`$7O^64mg3f2Kn@o{V;1`*8`zJA&HVE?Qxn;JMS)_{5Ugt15A09c(&pS>4MM-&Xk(5i;XU}1; zmG$Gf8>brLS5eE7>scEdr4Fs%uRc=KZXQW$YMxto!TC)c_b)oq3=oE!NrTQic3J%? z@TVMn^N#)#du6E|a9?-tr#^Z-OP^n!{k7Ep8ajpqD0_?oHsWU9L=RVV1KzH|CUo?utEYf| zB_-as9oQ5R5zSyE81%!pzF%XBf;_v9p3)~L_079PueWbQL&_?e@dEK%*wqEw?p%xtBR_RWyr( zG|j#d7iR_rKGemX17#c|Ij`O0XFabEiIF#kJqO75$cKQaN7h^fr(H5H4qsPEft5vH zfcOS&vTBOZmt=xhiJ+b-?0)U6ph_(a7Uy@);D{>%xnEb>VC!(#|DE2a*v*D_NYrAU&S3JaSc3`DyLQ@x%t2t-lpuHC&>{p6 zF!G0QSr+f!;v-hy-DWS82w%3Dc=V|J6x~Heg>pn)Le!EWOS8IB*7&*V4R&q?Fx z8j@O%tx!>B2cG8-jI3DMST}{@mW8^;p8#9?0L3;Wm8*~k(AT8(WvU251Fp{*l&Z)D zbY%=eYmYK|`M#rB!Xqhjjl{=8Sp5Q64=U73;rPWlHp2c3HJy|gX?7jL$+?Hfr0X)$RCc%X`{5H_x=uBS+$VOi)3yGHhQ`-89c(tG5sR%;D@P60~{`&yxvJ&_&=v!6T*PRj2jc7yE{NmvHb^8k&fLLrJ{FYth^7 z&X)w|qaH&)Ft2UzzS0`xR+GGYAwsm*g(ub8X=;o~nu=0Twq#<1fiC8Ob0hh1p99}L zb>@HdnS%S*;p4Fl>H};6)jx5bJYvaF*%2lQ%%^Ei3fQKhQ9^o>CGKcoK=NJ^KVw#!MJjbivZ{ zpfCRkEW15T?BHL;TfVQR|}UWW@GYeP$1F&yNhjT=u649KI<7jazyH zh62(ZOHm8)R$<6q$vx>;XT79>N@_iG3Z zWJTB)DT)CkTo(Zerw?z(>PGNW>2vjEw`2P!eTlB?rvQna}W4=yw^GH!&eQ_pQ%Kd zEM?w&N!fv?uVDpN=qTP(Er77M6bOu*EoOgypt>Z(sfEbVSB17J=Ig4}yd+*Rnuz`a zw$YtFmez}25vI1uFZOS!!d^2V4bE=WKX#F-=wB?~9^%+OPGMCvB&KGOe8@;QRpTSo z4=QI-r|zwBfv$WF2z^M0kAn7VGCWZreNB zj2D`kYAg{WAB8Q_EoTMNe0%~1Zx#LoB6QJZ^;6)AEaw%1 z%h6Hx!4S1=@Puri=}7&ZR@PlQaceo#2(X^dMM(|qRs=ihJB-{I#wB&bZ0N_`ue^DG z{u4YpjI=x!pG;}cj97{NKzfv;i;G!p{KtGWd?x!jleIdI@Q7qfR7{l5VsM~9MQ$*U zozw>=g0F9#{R0D&pxS9!)`K;LaN~>+wD9sUFMBIT&QKP}*P&a{b#zj|!=_Zp94cPf zphO1(L%cacqZT$sYziuUH>v$CFoiFOP~!fkuZv;lLj|OTVm;5a4t*>GJVyyIWfB1Q zkdYuT>FyZNNvX`z|CcLo@7>1!K#it*={MWmWW!WS(1*2xV5&TiJQQ~&0VCuG2|2|}0W{UmKg^T}Bkt@1&ET=`bRbHQgv z*`2R~c#WnfN#G|}^Wl<-5R))n8Qo!u?u$;Tf?Lc4ApvmB!dKcK|Ihh(?bPm$(o1gD z6bYuXkYRbz^SN`}^H=`&&0n6srgwoys_XS+lWvvdF}Rc%YDE;*zflyt-KJ4k!1&vc z!T}0VjUiXn)bV(t&{~0oD_;EyYiVZdW5Cx35-3Iu{yPWlX9lhj#hW3C(JT#A6-7If`njLgcL^L z3w_9+Ad3b#8*!KTK%o_WC_W@8;Ds3+BL{X=LEQ^u+m|+rNoN2h=Ff%|j^+<3H7k9`NoKYknb@XhUcK>B+22ezLPu zQ(2omfCf)JDDk%fMMxO^t!*JESnaC(A*Q{g{sycCj;3ETJ`@!d`)@C51TO)<7#H0- z=1s)y;jVex?=Lfe4lQ`z7+9h{*+2%j0zT)3k2APGcDZR)N+=5Jz)FZ&C3I(g{~rct zTzSd|@}_*cnV@1G@AkqKn$kH`mKATrPDAiTAQ8X5RqEvXUil`<7vfyc8Ajgv0inx( zprQt(4PF~eKVQOrZ6AyOrgHf@!0{=i?(-xF7nrxm9udETyp)UHrLT)mc^jttU`&h+ zd81^f(R#`T#x7*+oVGPho4_#O+Q7<95Jx+THh?a%tVlr2$j5NW^?k4iasx z&e?6g!}Nnm<2m+9=9dh$l`x(ycfUM6)TL9S%IQLDkr0N(5JGXMX9_VS7{hSmDabKc zQRorJte~2Qh}(l*24fTwR)ZJXg2J-2i7RiVk`SdFFJ1=LT<%t@;=RovbQheuEeR=1 zGj8U%&;zw<^YaSMB9JgKE)$e)<&M62w7hD6NPVz?((-m{o{_wnRqjJmFHurExdFafL0k0?27rakBWv@GSGxu^yDU!dn&nd zk7y!>HNDtv)Roc#{=c~AH=Vm~1mZSx<@Au6rsEA8u%{G8k7m;PJR=D5sqV|46o%w; zA+-Fe936Y>M2<)8|Ij;;TesH2u{G6ob{PdZTm}&dROpsC>W6e+EyQ~d868=9IOB)m z${8~4qo;<_lU338U#$u={`L+*4-)AS)VX>6xIQutEZnATZuDByUvdqrV*5JglRHKH zjJNqR@_8UBusPng<&En8wWsCMi7J>7R{FXS0O@C^;HU!AkPwvp))g&B*1;<@DsS5d zlrf_*()`o!J*6j>GQ8GaQ%KY7{2}qI#RGm^;i4daR5D`CI{yJ` z2YJO3#)mI!Z_mEaZ+DKVRr=zj@;vAbRYG4-bbT%|ux+xSY%LL;osQI5?Rh~r=K+IL zXcleF7VD?J8l>Zue|fs1;`vAUb8(Jf_@teFt{XHmRXJH_hFXI8CQ+U>=FpyLYl{=u z5D#&!*?IH$j2?Sko^D1yI(!*0`N<}Yto}xd$#qH_0wuf&)ddyb@Wd>D?F9W208%i? zF=|q15i`uBzi~?G5EeSseSKdazZq7%*=SgqYB$wY*Z$s7kAYK8o)kF*qw(-5mIPyI>G-S4F-EBWacE+kU7 ze2Wzw2#qGH-7lJJv5=@tkbg;MGmm>z<&2*~g0W9s==7DBL@HM{JTI<|W z&M@ep8U7o+FF`nKGiE&Uj$G#+ z&szRxRow2H6L=4H66uzL@mI6n?jXhDA8a)?*kT+>^npg3L+cM-dg*ejbgR%7FE8~x z#VKk66{iWlB=2{z zHNgkWavNDCA%^mDvHoXV$MRy8@!L(GcU7kpvt}Hut#p!*;*}o9#8VqCC^>`aCqvPf z#)49ib)*`jpWmp|phLgrEh;i~Tk)!i33Wn-{i+$h?C+Dj<1OwA(hV-@OcFyHrP=&M z9NIOdLLT9_+FcvU%a0yY{A0u!m(pT6mukVXE90G5;&HO|Lepiqw-+o@Ww$~;@NMuT zT11y)0w6y37p0yB^)XkY)5Rn2K@VyyieP&r z{!j%8b=pnQ*ciB05*%?5ZH+%XRGtwSTZttMHV_#y{sW83=tvQq%@;H8UASqD1lW45 zms#R(m!TLRQ-`eW0mF)GdUb{DJ4%Rw*n~%ZXE?-DI4!z(-<4XEple!PW+di9jd)qC z(3nj0%?dqFg=--qw$~}^5ih~}ErZYC&o5Ux(k1pjuU6@^z7wbX)6hC95l z^DI^cJCpxM_y1W2^T{i(u+1B>$kBCQ?Xx|c{;mvV*zOP11 zOdy4%6!S27FY5AauFlof)^w!g@qMQCC4evAPIU?DbaP2J%&tW|zDism063wj5hl8PUS085PyhUFPLcJ@8)^(mtZ^cJfm(Xivuap`ul`lX2IId|7od$H75wRax7!y^K5EN4Rg z9toMF-?(7${X!8LjLv^v^5ACxuTExo zX;+jhpOOf|hr!3PX=}$heTv3VSb^r2tJrtXO;-biqNua6xViY7LJ|;@z{ZsQlcxP~ zYgMkXNDqQkeuTU{1vnL4DQDrRztH%qF(xyA;CF1WFDLlw3~>Qgrky^M?9L;`_pZGdlonb&6VruprMZ; zl4W>*$d{4OX}$2aCSBn9aD+S$-)Jz~yesmE?Qt9SJtak;u<+w*p^y=t{r2@u2NTVV zi+hL=3tcnwl1e+-Xau)0z1Yw*+*WiE=Pu+hZWxdskC%-7$KqZWseF4Y9)4x+u62S`w@c@JQud3|c&i0a%GjHA>uKN2dItycnglpnJvy)QlY$UVdQQ4$J6d9$>mE^9z-Y?tOc(U%xu=^Cydn)w-aqZ84IWnk<$43t|(9;588 ztfjJU;ewgxhx`SM=dM}w;$0I$6S=qz6Zzgp10!ufM4yOZKn<% zbEh{Ky*`4;su3lNu;sRR?K^zNDZMGo0!qR^93D9J6VRHgJ7-&Na^)rM>HeialPTd=A0$Yl?XaLiFe5Vj!sU*AsL{68T{ zuSZRi!o0Rl_AZ`la>dx6FUzzJydqLAGNn9bw;qPMnmK7koS=MkN^yQuSUfeX^RKjy zD^cj5Z{uX(Kz92f1nuAqTR4#yR5n%yCVd`ZZ2}UrPD)k9usH?&CC$i6;!Kc9sCIXz zOF8lr1+1*vclER~GEQ~w*s>kKRk`sX>;%m>_i4;X!ZI1ODGF`M+77 zlZIc|WxPE#0_cm60sL*}yN`F-lM(Z>8dgidaIt-tHqTO7Iudy##)3LAE$nFo#8CsD zJ~hRdCAjD{7`)`|-zW{TkImzE)~{^EN$4r@07xB1DQeBX^d3R0(C3FPK53$CDIUMo z6?{nRbNoj)_)6p7??S1DFgsr^HE)Zz-c%*eKBeE8*8kWs3FKs0nt;l7p*Wv$|2)#`s8LFmeT9l1Ox;}YAn zD^|0mrgB4pY-v73MDQRtb(F1oxz!&qK>+;hPN~Ew7`kf)AW2XM6KZ#lN~Ac;MbDV6 z{v?igffC*lIH4lapG6^I!%6`s&dNxw|F&PFN&iR2wp02PpYhIsxLkgrLAHoCL@Z#% zmUZPPQXXy2B$@vb!(SD5mcGYRz$TxFU`Y#(wEi`wt!b?rmZ(%&zGVR6{r-;77mF7V zN^qysq8_a}uG$JeqQxw-Auuq`-K3#utRG`$B?8ji;7K-e-CV>Ho>F?FM*44FzykVY z$1~Ks9J_Q@t*=F`;!86+!p8Qta&A{JuDeJYImWytnrFiCM^%3}nbP^_YE*5xlcy#= z8BEq%=jOdY+|Ln#D39+&92mPsi`x>b2OeWPG}1^_F@Og`_V-5*oX30QM_6g{z{%rz z{I9%LGg(f{LcH$JP?1P5!=t~7ZwQBPU55R{wj9`|?U!>5f2uFWaMG_Iu;_KgPX7_dIyg2HXa0yzL z5~0!2Mp~Xri>NxOX<6?mqq`M`%4Ogs{r`KQQ$tJI*Tbq&vXkpKE?^e}J z>x!ZkpRBLBmq^!hdJM{WoFG|#5o306`P7OyQVn{AFNq7jxX`=>9r;2eW$fzzK)x2q z5^*#S_12pH*pB`AFD!TtB}MO`-qaG$kk9R#K-jOHingP6nfS#j9AKO`qQsZH8=!mS zHLgB54rs;WIaBd{0vvU0ZjL@dbWip<#r<31NVB%e4D=+K(o`qY1l+g|&Qq>8*oJxs zSbjfxaho_ln_^F`xg`OVAJA;(ZM57CNy1jMU3v=j}I=ChZMQ zGvlYJ9^&1mtlh>ix39tpdoNrK^emhtze#cEG9Mj=GSO_xpt8BF2C5On(a z!TclMo{5GBVQzC%>nrfCwz)CW*8Yn^)Y#|KHiYilk2sXWr&tB!`ZyCw`D|zUDd=IB z>?}_08El|#D`=`6jJgD?4VK@Fm>^7iGE~c>f?|+%?u(KzZHaJOTdLKOipxfw8yUs& z>oYPdKu6+y%zvVE!{S%2<{*P>fy;}#OFTb+eCs*9j~+Il^ga(2 zgP3WhS=2-~0(e1iadOhd#O6$rS08kszT82az^zVdj)~F?v`O8+Z_}{uIysx(#|qSN z!llTzXwbfNRc@D|I8C++eME3ZAf$cAaOzOiqiR#|OZGb@dbR1f)^XK5id(xZqs@OM zc-PkhR%gBG(zgyP)*Fmpb5%kkb{10&Q(ejon)0fl0Y|w=LheJ`zTK?_Fgoz*IzJLkha<<%-cq5)44njq*(;fKuuf~bpJh?S8V6W;O(9OX4B6J?^lv5~ zNnCvkcO_pwS3(wcs-q+bSUP_Z=oWgC88z#yxJSBdzna2xnr}dm?yY$5uGQiN7pF zV|B*1`NthDf@Myi9h6Itl=n4e+d={R8?eZv*}8@jMPB0&X+l{*s?zu+4$j9G5 zQ@!^9++JL5Ofn8Q7d!<7K9~^~mPlF5ZzoQodxzWQUb29b&MP86o$T2IzSkD=fd$ra zC&mM1$LOB(cpN=N3t}`BU0zHL&QL;Cr_W~^>F3@+6oI(I$n;f|nZnsq(m*j8JY`yO z=}>a?s2Ca{&fL5_SC2;jKzivEF^SW&N=-+cEfF@geDquO9-1G^n+J}Rr7oYfaYbVe zkA;0g9&5f2qAVLuJAc}d-sV+j5@67y#d*)$5Y@E^sPvGln{XhtfOS=&-fNsPvGZGd zorG}3qIsNWn3tg?DkJJ3+}gFsn_3~j&Ns|@Fo-rEnHv1_{&NUc)8;1Bb6qG<(#p2; zCYaHd!1~s}EE~5-M+U>U&Wgelcp0bp93mlWiJ%t%)hxgM zsUfE~)_|(CTel1Y8>BnR|MR|0WNG1QkY3fReV$@i5i+el4C%IT3D&kXUdE@>Z6?~9 zI;n$Bf1Q-a|Co4_5j6juHZp~pjO~?Xp78*A4f^XDWPm|(7roLR6TqHIOW)EPN0SdA z6-Swbiz>28K_>+MYO5Ree%346#<(Wh=WmkIZ-Y5U z?T(6KH9D>E9>>WOSnu4RE{B+;jIoxZhg_nzJ+Rg#u+Fx3o9js9u6O&`Sz<$UeBfR6 zirqVwr`_UGJW06oHJ{6bJ=tzxe83sYK5fl|XzGl``Y37v^;pdT#%E`gFVwE?O~YD>RW>)JMuJ1rPxIrFc#uNl*- z5HJWqk7;$3naU{plu8c=t*(;z;#m76gQwJ3!%j0H^ryA<;P*@5mHQn7L#VOw@$Y*e z05K{3|#jMdpr`@{8bhHcnJ@ znSun6Qh_a=K#J%pa?%so4`@!3g0oF7@rd$?s^q0hF-SSDPnML&Pt`yOV|;MKp@an4 z@0EXlZUpfW*w{JiN%st7VkENlQ0*aM59~UWNm6dHh~31iW^Y`W_d0TDbz}ZzpD4*E zky+i4++%Oed=!Cul^#3&w`exQOE~}U5Z*8W>|~MROdw6nl8dUvnfKtcF{|U&JU_D33j6Hqq67Y)xR2CtAr_Acy&zGC#)M~;l;L(WCkn26h|AWV) zVxhtYZG_Je7k?xqmQRcqNPct}@%|QzGnMJLqltLd^a!OWklQMhGxZg_bB~w{)DXcQ z6DEMogbj4&d&C2!Q>-hIUeRAY8oqk!72jS28eR!_3r_?Hxq(g*-5p=4Ko;Ipv8Y5# z@$tB=uSS7eZLEEsvN`^K?DD!Yd(}sp%_3leL3G zB-|kuK+oi+wkJUwRXd)?S_o}ksKj_$`yxbE>ErU=6rhbu|byK}s6=Ktdw zaXjNqPsN-cQXid`AcGk1lBD$KU&$pH-L+_V?ZQ1oNXfu{xWt~!1 zrIf}qDCUs9&FdV6e!=&wsWQiJaUMb!Ij65C3@G~}BQZ$t`4CX()`$hJSahyc*|A*e zk+oIm?H125Kqa_?WCqc8+F?n4ZtT;uooe$YE?R^fBgQaCTdDBWy!6rxxHk3nw-8Bi zL%`}c$Ns9h(yqq|j=ET*)TWc~mHo*8 z{YM*&%fQTVSgUja*pk)VA}m)$*_U4OIWblXgFf^%_g7l9%NaW)^_#!w&fn(&?{)*yn;|F|qV zEc*^lnUhdQZ|XyUC+pKr+A|=STigcMn#&A_fT%=?%gdna~)qlo? zpm*o;zXpntaPovZT{SOH*v6iMf&YIa2>2e`LIbp{c0wN_X$3d88I$&5)a047#)x?WRN^L@Cb+$L zBM^r3admf$5K>q!qHW}PQ@(BW%-&atDqvy6^ZYAp0GoiiH%|#Ch>~0@fX$DGO9}lH z#ntzr-(}!8n9$K={{6H)tqh2akeJ?O1Iwln63T%Pn1QBiyeo`~^r0O5QAu(;<{Yih zoiyt#5I}~LZ=>7h4X&I#7zh&^N+OLqxIZ^yzaxWZ6H8Y8Ru-vBb5qil1CL+1rmChj zL{v4MrY+jbdKF(>+W3BCKQoXDSnYmm+{(|%Ah+*W8vud)C~8hS11dM|ov*(QTdfiA z2ftJv>TjNTka*!7`DYzo^%;4|B0NT3awj7CuA4!9CC)->H9*&2mdKY@gQMb~OqTpV zT>Vpgqo4^J|&Cbn(c&cwED+ji2iolI=owrx)^vH9=koOkcD_uDu5q%V@2>i$*L zTJ>F|2g}gUhh_U941wlA*UtL&?26Y(42kZTS*n;q z&)xu!|JkQ|0cS#J)!ozMmyW&ay&ALcJ#Ut$aaW6kK;Yem6y48UT)KY)Y&pNKfPvTp zpI|UAeTR8vZ`m~=`Sc#+6+i5G1XL0n^r1lowck$H5(g*d8LvO2YW9T#6b)U!?y;uR z&U4){OHTFn50yiXZ^3{(mj8OOK$>bRqg@{Qyq+oYJD5tpPB_UvgDq1BQOXL%eu{tt zgCur$vJO(=>#=t2tsX^NRfHP+*NF3B^_=8F0<(`!9uN5@O2L1IBIdqu(hI^|4@QkD zvqURU5+;LzP-8w(2j8`e#i{f0TsryPhcvgd+ipgUpCc5L&O1aTiD1o0vzi46bL+W2 z4*BJL4&p(E9;%+F8`cWfBO9(U7Rb>2P!1+|y6Cc9W<`>vN>)ujrxI|)-C&<+sdO`h zvZ~`&Dbk?1NyLudNw*R;b1DvfCk`3pcH@u8nilH$vD9-Vjxvvmq$7wpV-9^5^yLwA z*<|&U1|BxE_2X0s7HkX|22@@!3B_<6>6vDPdQGVJILXljS`NDCn^OFb=>E@+8to;AHJ0ImcjONs zHeZ#7-lG$yCk1e8M9V$#kjy~Y&*By@4SLV%#2S$5tcHjRPX5*f1ENk*A#dgBF?BS7 zed5h)dqAnU+(iM4y**77qHSyxs1z};XknTA@ps1f`Q}SPVB~h|Y<$*h0B_50ouJNl zSyq)!FP*%i5fkh7ag;6)qtc8rDC|VOoXwks( zss+m?f-NntOc-$dw#IcMIv(}xj zX(VPT?QQu&9OsHBn*IJmO+P={$>nWBpj_VdS!gnU_Vi0LTW0g4fE)5m@j$wm zQ5(=OUGE?2;~7T1 zoTY`v3>4rJCJ`$h>C~10FU2ZTMz6b+zZTD+@TTjsfxg>NlI#kzfS4FC@ zFF*dXD-M*Y065aSf)V3tE)e^5YaoM)0se(U?hSVCSD(V@^)3+gj`3Yb-^MOJ-}872 zhB@go1{L-RsQZ+gQ}TW@_et9JkboYkQm@djkWQ4?o#^ zd#HjG=&2EfIoWANzqJbjOA4w$MU2t^0a4S!0fSxrOvR|35V-VKaj1N`QcPA<;!Xh+Te~YBSE`Y~y0|Udo_RE1}=pWPY9Yg zoHN|$^KaY0lvVtTeX27!lIM%zu1X07m7Hv1n*z6buTNfpcc*f>4SOI<#EQuGQT|RtdEh7_uoQ zqD72pnNomVen{BFsRN580)i&+x-t_q1w1kYQD>>Jpy@nFN)|*>r45o$S=aRn4i{2& z%v<#(kWh3)nTdAmvXkpH-w)VTInS6+9vs*_2MzcGD?qyZPIIf@o2nPG=hBtL8Y}1AU z@vxWIatU*dP-W?x~%GLd4d=>cXm*i5Z~S^#x8#u+S`w#Jkwq)R%qHT1_T&hef9AnDrj52-p<~m zVV;LM6)}%mM)`+wN(svB$jl@D;jKE1hWd-U*HzaXH)YA%Sa-HD1#6LpBe1hTkC#%yBVGAok7|BZ9V!ca=}!OmuFJf=@C-^8D)a!UdAjx9xXdhf*U^khsmo915vN0}8&*gZm~*mqdP8hA6pUo@FnoNPLtl>wpRnB1>RcTLau zDk<&YaPdaHIOG&;^z6(J;~U;ixh_AemQK~zjBY7&ZVAIu@?u_lc{xL}elxEKs3{#K z!^|+jRL$XJ?V(7GNVbGw+u7qUqcYfJw$nYCxpMzZBsV^>SApr7!yvDsVh_X9ORkbD zMx8Hn@3n`DQWhDd&TQaNH$V323qhkHN(o!~?K`P8P-X*x1SmWjP=j+1GZ4Ye#SN^y zSaiV&61;7nB=c6Tqq;pk+QO~%KIr92<_Rl`ts~!>8u`ufZU1SX+C0H`&z$!B*ILdZ`o6y;P zxc4wxxe~mdHtP_es{Z;(vta=%6PXQO>ePSVS2rw%N92V}4&qw?%Dv;HExdsXRCb)u z20a-l=h2o=(XK!c03AN31_c(6zVpqnAQNJt#4Mn(Eh-<+eJ%{T0L7A)wAD_0cjY-!5v+jm3M1DQ!4*4ZTp02rVJXM6N5u8JNFgp;cC)57yYT+K)$AbzdUiGRGTZ zGlK_N@Iwv8L9{`qt03>FGP#Oe?SG>ba9POBt%OoFxkd&vb!T zLavj>;+V~)r1~+l0tLa$zUyrk-!B6`J2Sbz?&Q@FChrS0^2=lW&$vKyED}(nAzGZL zO7DTci#Br%*D$vQ7d$WFS={Nfoq8xiNYZyXzEm=@$!HUx9qPVISuL-@c@N0&P%_)^ z-k_VRa7WY_*91JOg!B&Ne_w!X=j5+5*0)^W35-DL)*?)f`X@;;f#g11s zU}GcVMTfSM3M8{=b|67P)ZCgITEfft3Yo}nk?!xP!KDN_y%nr0wifEyIdtB zSvX@-TH>_~`V%G8z({F=ckI{F79CMP2Inbx#Jle43Rzx1T~@$!JED9L2th$=LnVH$ zqwliTVp0aECdjok>u=S$!ia>YqR&bRDC}&TaTPXTCF^B04i9WwM#5_^-}IuT`Ndy0>R@z z4jCMijO^)C>@_HLlEmgTd5>Fv-pxF`{qu=qsz;bG(o%*+ebZL?0=GV<*ufv=ivnSlJ|eAw7&fw_DZEzRMLK*MO)Y2eq*+Cz!Wia6;u({-!w zg&;sZ7l)dr$N%n@^}3yL!$IOls9@XS=c0KL7AGLs?s%QA(8K6=1MwdZ$LA^A3};j# zJe_0kfoWvEOCY>eEN`;ivA-X6YmTkipMW6Q=J)wfS#^aLG`zTkRpzq{lTk2TK{tT& zXs1b#dJVPqdYSv$3oS8;G9DZwC1+iah@wEpZrnG6uj^q=AVv2yPTe;ihH@gM~sdG0A5#Eup!l82tf`=NL`9srMV{z$7#}j z-`~Rar{eC$gRAd#D5tC3tcgUy23Y-mL5k{!jUqU*D9` zbR?hCs4Ic#dqoy@j~=G`Io*-sU@%%Mq9(fqHrT2CV!YelFZ|#*J-G3WP7PXkP@=IE zJG_TQeh)`;V|6ODEshUV2ERK7tIXc@-wu}@3>(R3h1^|k$){az_mUjZOotN?Z>yn zQ6nycOmidfPT(+a=ACY1YUl{FmCarVV-a6?fC)-{J#7!JC`9muS>iFI5RtaAHboe0 zaQM16<)JMvP7IY17BI9VwhXr3O&kPa_`hw8GEs7=m z8DP0RITY{kKFR_`SU@|G+Xo%=e_iaKlqD<%fNqK(FA##oj4z&|5%b!5riE`HDm`0_k6_G%|rjUw!m&E2UUO02(*iyJ&_y z>6*o|BSf*b75bj*3vKAZDuBqYOIy+=Fxi2BZB; z7y--fdJ43vP*UPh1ccV{B3TmF*8Rbte;t<$Z>`CDE%Y~#S-?ZH0JYowccXoZ)dX?+ zMJ_?D#Lfx{E&?t#S!J1QNDOlyZ6yLe+!`n8=bXcC+*$4eQUywJAEXbk=<*uYB(I_U z0SGZ)47z^6(pkQAQr=89pn*kB$+$4NaiH!?xqbE4@04oT?;~(tz@o?2LlJD9pW1OH z$hq{)OS@5^?mK46N=GP94$h&btD!~TohEzPm0`J#%R9jxJn()6V~{uD_DMq{bQrGuef0!}zn(AFT`SAq&)#)DupBSU38C~>ZVyb$t_pTI z(qr#iq_2pE#2Xi=EADe}t=Od3Dd-^06oC>ofTs;;9L7zXNT6tCTo8B=_aGqzShHPv ztO@8j5-g$`*BCfA0WM0FEMy%WFiM=BY95lhzV|RVb9wk)*DHQg5cEF$geBjSmjGVm z*r?E7w0Endr?)L3?Ng2&tN+tM>F9S324^3M_Se0Btp1O7bQ$BP3?y}wArLCo58kzl$ns&4WpiSjtuDrxJ@O~6bGz|#y)f@tey1sqng zc=n#Z5fPg-F}b1)J;HOycb|-4xpR9q2?Ijdb&rhXiv)o;t)+kDgP*z4hGEu<%!WG48`r@OsQW&6x!!mAZ z7l-}&x3HbB+dwCT4ZV%EPRU1PQ#5D?F}6IuyrX5qgY||_|M*T7u@xmkDXO7z9g(80 zpdeGOC}Zv=lNps0y-Qg4W6lf>#9dTw1R+v7KSUt*y=b3A7^{n{<2r9||L9>qQ7jvh zn7V@Oa6jsA?Sh3z&-0xeuVjwgm)1xzIp+GzTDRVC?ZdR`^wTuUq{%||jW%rwtEGcm z!*R9yDb@X7(sNxj<+x-L&|anis$Q=b z=_(FN5EctM2aR5{zz;z5AY28LmRJz1W;8u3t1Ja++1La-8QX!F%|$3;QwzBz^FGZ_ zAwLqP5y#QJeuFWR8^&@d=* z{p(-18WVfLmCQ|<&GrOH07C3FseDYQVJWwg++q$6LG`v++kY5Ec_6o9RN#PUN>pAZ z{qgZs$XvW8T0dOtObT?_2)PXp0>T24keiK*qlP_NIVVJ3|DpF_OAm`5HFg-;C|V!8 z?@#9Z;~4K(<(51CyD#A%y%e>jw$H5|cOTzG809zktbR~CZlktIp!|IoUv|2(pkI8x z4$7tGo4XAP+ob3UT>_a-nt1wU7oqxSIw-d$iXggBwtiVYvi33Y-slm}KU!#BH&8yi zoSbQ74TBl@Hb$$pwId-bJ^ay(&YqHiXe9l|asnd6TbRZ=pWIep`|v-e7YS2|{!H>3 zD)2MKT)eUSses`p*~rY)%{<4KgBm0?HgJ!@lZ;7^7tz$J>NZDP)PQYYE-%=d(9y7$ z3tL+o8+gzO@9|Yu2N?L+;$k|r)%6odqewCO3b@&p(6Q5H;h0NlK~oHV3n3j0Azm)!l0agYqE%;6 zAjwVf+z2G$>QCjiJ<9vFw$Rvqt#%~AzdD+4JT#{SU8o8yG+Dl@pAW}|(u)IC&iXLO34}Scmyey8z4u$@ zFRe)eWtKa$InPKvK*7E3{rvlZzwBgA9g!03B`NL;I`a-NFB(36?e{rQLHA$_O@e-j zA3CW`q~@=8p(BhGv1ARRmtD~HhivJ^N*O%2`yEs->59wFQF%7wTKiU^cDO!f@?w>P zvY#0DaYIu^V!^%NoJjkf52bw*2s z_vP#kAlTXvX5={0R7EdHclf1e`q6$%UHLD?Xtu17hWIx`2!#?lwBOSSp&9i?(A3}C zHg_3EJtwP<^gxC!^|26#+GJ2e;_xsWY}8IRKdjmq-2sLMZ?0oNgRuQU$Czi5+Uxzi z_S|3SwIQCY-#Lk#?HfaVWhHF}YR7&;(4>gy&EIOe9WFnNrzOL}fPbY*UCMC8SOYw3 zYfVEWl`5t5p0;EL3x%F!f|L{$=Mhe*;Ki#TxM{(&oNLSx>mc;RVcygBOzE6*{W>fX zHZ5xkY3kP30+SohR??^;z~R*03Rt#vpf)fo^yxIKC=;?EI5FpGMOYB^sp;yr`sR+! zGUjy+*y7U2)d1>`kb-mctI!`?VrA&+Fw6ch%!(@7kOQ2Js!5RndtteIv=W$c<)1_q z$l9TZ`LJ`rh%myu{8T5E!uSmt5YeyESzz@X-~`++;8%ZpamG~+#tHttgJOi*iB0z8 zK*R=aCz{P*>*)v(gX@v?B`f{=o`g-xuj7gy)vqwAOMr1@n^TlCD$C;Q$x9 zmF!WAN{o1ySUZ`M7mMs%%3uyn8lpNdUJqK0loYM*_3s#;mw7~trqE^RXO)!KCbNYF zP&e*daE(LEt(->Q6)06g=Rt_M8Hql z^{>mABV2K3glF6tX04kbLw!H5ku0qMcvFrq=wF!}#O;j0{8n+-_bA#kFF}S=PWFnYK^HC!gOY!4x$Yc$Xy{B-8 z-kcr!=?FLx9$?z(mjDBi!qwfmz5jQ7iwledFxQ^c$-+V?=(uC9jlUz3gS6)8?Qcm` zh<8A=QLb-~gRW8i53l?uXL?TQKdXv=Og@EZKv>ZlT$)MeaY*sc_Yt*7h3Qj9nz7Zp zKk`ED?%?72+obN=xX0v=QFv<*4&*A|i9HDf*zE>`ash@5^68|v6w-6Z+VjPMy1_Y7e!YysB_qR?E9Vyfk9E@Pj zfx+&VKC$oORK(S?q=#n9?63F4WHWt;0B|XmD7{vUP!A(V?>=)Dhf78iX7h(kD~q6& zI)I+IB|qbVgGCd2zb;hZ92*oklB{f9A*@!J(4Xa=88KcG$e+$;HWqt-vxe8%7G z?)t&tahzSqHxSr>`(nXJZw%y#uDXG@)l@p#Hd-BvYB_Ol_E~o)6Ow@jLWxoDrlRRQ zm9o^1ph~tqfBZ&gACy@0&FbaKC{Ibq#pXo)4L*Y*f+# z2OVH^*0s7hX0|T&q@=s`OEfg~D zTYD8XdnVwo{fgl&btBamA|L;np}9%8NkT1+(#gy}_;L!ms<;3+OW-*PQR- zlT9R}tY`x`n>1ns=FNO*HkTv>&0w+BqjY1j=Ao~)j9!}&bws`t*gxbF1KFxE?4vv6 z>ss3cbKb8%$-;(vfIkWu!xyD`RPXl?#sEPr^frWk(Zfq;`2HCDr$=P!BMmGBrv(|O zscKo?MG>MVjbt72=oH(olzY_?C?RYVi(YxYY1=!3SKn8zFLB@4-L$+z_SZPzMgT(a zKkz`5$`pFvbLa%o`9Dcv~v28kguAeNmw z431XD{>X@Ouy00%5Nv87CdA^(g81kN{W6nm5v%G8>9QWQh0Gx|Qiqhrz%Uc4-Ggs~ zLJ?+p71p;q2>>OX5>KR&WFgb11FS)?0aij}VOBOGZtenaw5q>CtgWh40rWevT z=&4BBOYCyv0F0FX*?<#2Ff`drrQ%szr z`?+MvffLVMaUlsQCWUU2x4g&$>xnz13UhN0LR4go+Qo~`J>`ZD~V<9Bg=KFh} z!)L#d1T`RL2JcWTM~EEsXclhc4=uxQ)L&4AB_pA>~gS}hu>cF z)D1d(3d@$6gPiIIlB3PGQ1H+vff~_LLYyH~3Kw=2|1bo(iMY;l+$dvrw z4<2cqvS{2F?h<@0;BS;OuVdtwGx0E84udV)YQk$y)<{_=P-MlwE4n<)ISpwLt~_H~pe$d+p4 zTZJ!hCwht3U;&@zL51%R%bk<*Vbx_-+&$K$UIoR71O;~<yrL(Fzu~;yFi&#W59QuW|;|umB;n zqfz7Bo670MJboHB1kT~OG@x`d@7S-0Q77zpOIsn(UQ=g~E%_QqIz=Y*;n)|CJ zk$3O%l>VIw-{EPtE+S8^)sDm&U6)R>2^pl`{AYq!6v1y}elHSa+GhBJO zby88E(lWSUXVaU_%YXSAUXwrQYZ603kK%Fmu{gAp3TY_&NoHikey_S9-*P6DutPkO zZ~P>8+#HZ8MS49LaIdw#Q5orD#?ki$njSD6%&w$2Yd(UItfJ<(kVj})OAh}1q!U3q zh1WsKZRt)HHe==t9$fnzM1>fsTVN+?>6afRrj#8`pnooYzFAHPZ)4~#J#y58ORxa# zbhO2{8fi)G3g}ITk`-k9Vf$}x9lpNgU@>$sdgJ|5@JdCbv=S0Y=W=JC`})Gme3{uk zCGGtciE)K>q@lK9x3l?qtyXm1GIadg%DSEP#iHi%`rzeMPBbiA)zMS3#1^ zBhR?WjKP$s{5%L{wKdGGCF0`?3ZVN@O7Bp0hEukeVcAfG>q{>7JkYv$n?ZR7x(Xo==F}YURxve1bZD7VV`v2mI?W z)X>ji>x7NZ8D7L0a8Of3e}MulSL}a8_EEmZi6(v0`G28c-QcPCAFBo_YFUAx-00=Z zusS-xA63W7k97+OE0eNweG)X-4R!aSur@{Sfcw!>HhSB{CWt)^y*h54Pnsqr7*-Uv zRN?hzb#?lOmP`@G7+gGg<~dgJw`g_s)8szIpf#sSJ7?0BBA|ou~h59b56o}r$G6JCws+%=`n_D~A)8Taqee%I`dpC6jV^@DaL`K)#b zaLCBbrY?UooA{YWYX0JP4j$0 z1mt{^P_D*~+_%M92(I5;^%h-#NH4^&Kq$ymHPvjxz6t!0dRDNS;t(gYKO=;E34LUQ zsKP1-~>S{bO(4;hNw(YDu|g;8v+ zQWL}28iJ3RYGnAF_FUh+UH9OzT^xHI!2i2w^$GlkW0&DiBuvW}?N!iEyi+ve6%rQF znti7DLi_W73!O#DLG^*udSz(TX^(H8sn8FA&WcB+jO)Xr!Av=|+> zzia*Y;vle?t$i62XOiG#K2w{jBc|0B$y3v&JyYMMBT%@6+~I@X!Q|thGi5YX51Er0 z6*6$CfeBGB8XHFoYs9wt1qm};*|bnAkbF$+DQ=F{8yi}1(m8so2927pT;F`&7}ryu ztJxogkww?e`>pfDwFl=0xA>28j6?nX31lRKl!QoeDC{mWt3pSxjXml|KMfgO{wSF^ zaaCDvzL(xX1H04eOE0~vo}}eFD?h#^jvj+hyYvtdAz_fD0K~t5U`kY}D7>0G7zSzE z4nDbf*^#MRY4F=8@}Q?FW8bx9ixnJ-P?PRv zLps|NXcVXboW79Ix&r*q(?nRqUF1y7HatdT;3Z~uvv%gd(%e%biD_DGREHNoV=^@GP~?VJmgYZNzfoAa0^FVkh-1>x&`xvk@R+|9c4SkhcJItXn2Ye zh5tyt()6*Hv+8>G`3djwM_&%`is4J2=R321?asC3x^yg(hS_DB(<;DD3MP-xjyuaN z(&q1@a94d;JW6L&j0ZV``Uv&>LmQ=neP7Sww=^*%#0C0Q99q|BVp7oJ6LI$lq_C(1 z1#r+LQF_asp$X)fHM3gTstEB`m;7S(S64KSkDUGD_2=lUMjl8E0-4N3y`qp?4*yru zaS(UxXHMm^ozIhzUmi~pKR$(Y)z4Gw{wFAY9C_N*Qo?D@qO_4qk~cSBwvu+Pm1||f z)fQrVT2gJ)xC#*Rmx)yiFUx{GI%7P4nq({ZRE0_Z!=uIFS1ygHn}f}W>!)(CWbVZ3 zic%4(c>RwirCc#T?=5M34e|kC;JrWZ)3j&Yy#VKvz6qpwJ>AIzB*yIv?*120LDhI3 zy1qLw7nsWW^#RM^_cU1Lec;}1{Wl@>6{&HwdN1xdq|bH#NO4!V7i@qrzxrpUwxT%R zzaUiLZnQ3Hv^W5L@6(j}e7E;xMGSa-B4&%lh^PB^Yt9G6{@jO%gH>P9y{`E#1H)hp zCHkY!InOpd)NdxRcN;!biXjp-x&DJX_tZ=NHCcEl6G_$;=DF@h4N?lkYCU3vN1j&& zc#zH@bg%IS_Mcz8h+y~F;~RCSyxwTajvIfSlj$_l=%vsm{4vTaj{DzP8gF#54<3sS z64bfeDfV4kJup%G*`0R!{%UrA9~Z3K|<7^OfusC2+e$$U+PZMk!LeRu;!~G(+P(yH$rT@%X)pu(j5NX^O*XHjfUMx6kWsoT zaNxbX;*?BSi7+7R=Y?hgnY5ibh>Nx47vB|WF|38r*x7DnLk;@R?akFO=L#z)2 z^y{gs>p47`k-K5_W2_Tc?*SnEB|STt|Gz3j@$ z-)6=`uzmAXF{(r}QLlJ%KngQ8+Hz#(6;yq%XIxYm`&{L77zCa6e-oE(uEJ;;{tSL^ z!(`F$@ekCK9jYl)Nm0eeTCXYrd`Y5PYr>GBh&DP1k&BriZ-{Xzl<08^8aWnM=gzQ) zJ66s&x2E?zm$H0iogc5kQW6Q|H+rx8puS({9BIuxNi*KEHFE{b^ZuV;q&e}JrG_Z& zF)&sOD2>F#wr?woRnOVg@ggT8%uMG<`WgTr;%J*koeD>IR^JpWWoN-5V$R;AN!|YI zE?+o|r%z{DHM9!4deH&tLasSSkgw@PW%vtI$VP}bkF_$ko>I=&Y%>St%_nAqY{$LW~jbE@vEdL&%YcuG{>CrUob%?7Ogq zu^%+Ct4scX=weKuVAf{lg!0Rm8-`!yvoZE;luB(D%AZPeaUOY`0!ayVt1yhTu7U+| z&zlHP!#F>?S*;NyZO!ILV*1%!Dt`)yF@iTIL_hTIt`j)4wN{th@jr^bSG(=~ z9`iq>52ERhIcT0YO#WAAzeZ&G+JByi$z52DVyePmw5mn>0`wwL_%3q1tcC3!w0hg^ z8{_yzKgjNCsO;l+U8FJ2_#EWXyV&jC$mKt@Nm&c$Us@t z-k_KMK-1v7wd$XXZK&?U9>0rEEG@8%I6)9?u+@A@km!*1DiZJ`9-iOl)t#S-D#`Qj zxVwh+em8H4;^x;%mpNb%Ut5|#mkQ7r!12#ea3IxxF=dd?mAUP)C)j&>2i)!c!slNc zywimE{}V2uKtSXbzK8djzAhysUe;#i?>UDQ9*1S1Yy4D-Z}%Fi-$bCJn|i-x8ojkZ2CC zDs^y(VeRt-6atiA&*PHppU+}eDo9|aD>Yz3yN!Q$7@R7qAJi4s194$CgxW1%f>ZX^GHBi+R#rwOea6o!glaxsOLFoP_2OH>h=_Q zTQ81lZPCgPE{#wwTcR1T&CS{qK(#;fsBkY3mVk%xh2`&X#r6PpDhaSf)D7HNsW*?w z%wrLyY{=G%k*^<1>Ay%a|KhAhMY0!fa`PN7iPe7trELVO=`^9aS#1rK)TaNxtkDJ& zSja#F)v7GpZS@pA4e+Oj$|U7k_4l_%&KhCBEJez}oPu#)tIs)wg+MXxX|f_Wz9kA)`(cK4GyCzG;}fK8eL>u0PzPwC`>T&RU_6p8C`0 zs?dI5v|U(m;r#YQPdd?pq^e=V&u38IT;0&8K67i*s6f?RHxK-gPThPyN#z2+5#+r3 z9Vg$ZvyQeGO5-A$L0ugFPNv>stp{FfOBAvfNi;l6hxS2V01O+$Xp%Sxj1k1BV^`Yd zb}I#gT)?h9uMmgAKm-IBdk6V~o8WrT7dhAC3UTe!x6l~ZksYY$mUotck&MkR1euH= zubtV9U*m*Uk}~}EPgk~TvcOCH(IJ{BVdNjkFKs(U)t|FYnil4K)L?l~*x>6n2Jff^ z(Khva`Clrq+(;Q|pa+zKNbCaO#omT7idNaU&NH(U$!ifj-%avROq%WHw@?rEw;CVD znY2Vv7+7a>>hZP|lDBR?1{#!Z>hO+1Xre?Nd<|mQI%LE3ddVCJvB}LmHb2X3>o#n% zrycT&oKH2fT|uI8iZrJn^5m6b)j=5sJkP1eQy2ZGCApODIQ7fP*0*m9#y@FflIAAN z!sy23-{AFj_7Pe3Dt|uTpZxq*a?AN{ymI$2-fWKjBubfUL`Tx#FI>eE0|5kM<7+s; z-uHT9?=*r`Tq-p&f(bj6UiMX%xukv^}XvX$?MM58B`AMa{dp% zBk+P>puNWmcr`;W+;^NggO3>G;{VV8yQgM7hgqOPbaZTDRui;FSceD(}? z#3zuGsE-jTuw8KzI8$@x(9^e>j8xl0Hl)BZ-=DzCH;U47CdPF42?fD`uR(JYr$`7j zwj7-Gk7$TqtK!7b6~Cl>Kgl zR6tJnt;TK}TNPcAIM7Y9-%ljeGiJAgtlssfsNoa16j2EIK7$WPsXcFt#CEVuieA~^ z#fs@<>=+957A!f%kej+WpychCdvW;7CTRJ7&|MWZ=1EE>`U?t*lkueZ5W_prb6^iNwm#u^;rj}IRZHS zXWZhY?ldwcUQ2Tj{WG-2wFgAHs96Uju>@&uH}9oxx_yE`xbC%Hx_t`&dSwT>!@HpJ zs$19$>zD4|m6RyzVOw_rnIDnoA@4z`mt!H;6>iI+BN8aJ;8Fyq1hQRjBVX_}Hb0M> z=hk`#P_97KR5Z%9&s^ZmO&q>Xf8382bDrMM(l|Xck$GRYvDX!nZIEq+&FuTRf@KAvOP!E-P5}QN25#{m znLLQMC!rV}I9=Y_B&Jo}3WxuYQpd!M(7TPn^*Y|ndi*9a{sLU5Uuu9{Wxsv=vQzia z*jsmYB5ay1n#V4TtLI-w6Y?tH)ru%W8Ep}9vz-4^9CU6WJpS{$%sPleXKCcUrTXZc z?UtDZG!RiZPZJ4)gDv-JcGjbvH^t54+$DGS{gz7no?d^8ZQ%Oj1~qQVu0b=T^!*g6 z8a3Y=G_D{r3g`?9L4-nezpni-?ZUq8VXJcVG=DTw9Z9{!%A|TLwc)Z1)rb;KSnWuz zZmXSzZQ*6B@+i}9U_XJr1F`LDD2f+ZL&p^Nbj(lHYcgkCGw!V8C`y4d2%o%^lW+P( zB5YU(+tpqQs4zUsXUik1uhI%KbU6L4o<)c2N!H8Wy@$CM=Ev~Ep&62yyrEAx0&ZY# zfo~-%K@AGRhRqEaGRg|pjnmfA)2^4PpCAKCFNtbilHQ+EKm>ZoMQW35b*l9g>UG4! zA_e?{lJW0z-V@Qa1O%s{C(v!{=!YbArTX#oU2auKVqs*&#HIxgSBqr!YL6hP-;_`7 zL|@#^iSIDVDUKXq3p!R_s|!D8l0hkLap;gn5pNPT4s);*-xi>~AVLn3mA%DYD+e*| zi;s9TH2HD2rOnDKpp?H*9~C$x6n=36PYV0Jx(J3gD+66Wtd}`ccoMr zd(?>yfAb8L_;mACE%e9yMj#Bm4#C|$&Baz7=kG|URLkb3wPen%R(HL{8`Vd!{}Z%l z<}GoUri*|U$+`se4pj;_$c*vPM3UzhqhxAz{n;6=16bZrtC7)+6D#F!g;5|Z zO`IhUE3BAN8arRCup0^G0C#`;b3FKmxvSgLY4%_4eoq^noG$>0^`3on9bkS`k-#a# z^|$xe-B<5vZjr#KZQrf;Y#il!j8RwH| z;GIu9eLSUj0s1Fpg>qK&^fmp@J?B}Ib@%3#!GUQ-w_($cY9r`>IPn&f($`{mr>3sLb1y8Fx^ z=?0i&WQD&GC9%j06?BgSm0%Xmz?)|nhQo7N+8fr7P4U=B5y3$7aSYh%VuQ^H-`~=F z(#5%9vY8`cI%dYsmI}ch?xcWC*MzJr_!TYgAY<6sQdZl>T0j_w+A$}~p?;VUb&|*; zd~yMaD;^aqF4c<=`+%nx03n4)pK>aaN5F!^u^@q%y6bQRuT{QwM69i{7>kdu^}GiO zXs1+=a+@HhhsUtsAT_i-Q8cAt1V5U0bSjS9H?A4~mm${z8LnBZUBz_b4$E~3_7c4$ zMa!y(guDN^Z%Eu&@lc$(q4u4Ab(D^O9M{RBV`8EhT3(;+f502)(Lc9BI~CYTFnuQPT3?T|(8 z4pY{o`f&SUd#C5-FaPkaY)`w^u*}zI4F7B(leocf)A?Hv@MwGA$)GBVr}o8f8o@@= zw1KPUlPmDQ1{2L7DfplZ2MfwshPdMPe}&jy(P`N!D%{AXSD)jRs4YOJa?XFXF~ zMx&Hv?@CA^W|uyM*+9lCJc?JudGT9q2N-~L%?Rdr=RCnk!iap05>=#BEa`dD_=SlE z?-)yABoE`9OW3%wasucV@}-}q*2Nf6-%`03{a3P0KV_?>CE)dl%x9xYnbbEv9M-uX zBl^==MWtzn4<_I{Vu*dI=-azx-;4cy)fZJ}G}m(ZmRnpF4 z%NTv%fn!u5(n`(3vC)hp^@RPEdXEYRvaSb#Z{p)R6;kYMKSdcoG~(-bR+OB4OLW=NaW(Kf`bNehex6<| zEZnI;L!!7p=swtb4jVx+KGI1pOE-kf>x`@>CYF_kc14a5sTFpNt(Zd)@t*a)CPmZATEd(+NgFCD`_t$k$cAg;k=&V{I36Y z139srcpgC27$sL1;{#CUp5KsUijqJl)I@YVxqJ#jy|x{KKe$*GlvHOvw=>VZod?#& ztCf#K(c!hdA51AZO(QWKUtDz}S zF=UeyzE>XHjLfn!U&JOMdtHVKxx4zycw#2KgGjmghnhg_4yP@f{Vix8_L~Pjd#RsB zuc7J-9Dg=Sf7obZFo8Y2Pwy9au@;W8rv-7-HvfNR2gLZ34yNdR0ZVk%hdxRSG1e<|}r{-53`UoKhtIK@2JMvF!U7o(7G{s5}wxu&rH+ z-29gsk3$Yg942tjmKOK>&yugLKJQ2^ZyrZ29I^$H1e^DUGfNg6<{xUukPoVXLxiX< zGnYr+ej9Yc4Zsd2O4)}y^n)WOlz$whHkcvGhz)c*fH@E-_cN$kKI%|D5=lXeoEdT7 zqYV8JxSc%Wwa&_Y0_~oUF7Bqg`So73diV@JZ^ZfL@ahYhyQTf_`;(eVcn|7U<|FEd zZ=F`%uT|X3!3}y}oG26-zo=6XWsxuQ&Ez(MjZ6C!Y!W7&j(&xRzPz8tLgS^`c5~As z`{q)a9$^o>n}qA!pP`v6Bneb}Dl`yOED^<)i&VnBBn&@glkUKeOQLlf36$vUAw+tG z%>S*L?0Z<+SKosgeeFTr!_m-b!rxmZn2!i2*nd(8HM<(8dzy~Xn(lmw*OzbDN|)o9|;B_DAmBU zY)a9H9hI1P`Z98r;OTSKYnoeX>csoilioEqm&lb9vgbI6?82w(1*v> znUlt$uk`LX`F%p=hatvw=8h{HEv@n*x=Q0K5494ziwZmcdpdQxqs3bJdYF<+-G~w)qCTWdEsc>|VUf4zssc{fna_YBPJV1s>1uR*D^h z)JqKtjda}U;07KX*m#{8V;rN@(`4(PRvA}B7x?)mLn?zwpv{X|30(AeeRcsbH8AYW zVCRs9B0*f-F?2%s_6UtTsmX6J06Z}b)mgrMmJAe91JReT3Hlc!NWI{Q)M(9f<%CQ; zR+tym8~D}x6+OsZ_FXPTVfsq;e!2QG{vF?OzX~HsIn5e-^n7zE9gB;z_I`=(*ElEx z1^|C%&>yr75l)a*mFK`KR~zW-?VVZNgZc{s$9_235a&)<5q+~*SIjck*DG08YW;3z zEb|2L3&&fI;e(@5-GF*iu*=2?o#eQla}u+H4blyw&V%B&3h|gjb(mOeTNrUH$;f4| z)`~~$xhHUs&}+-Qt1W71jIQ#EE1Jp2fx{^Y&MtIV`1sTULoF-we;!J7OTvt^CeBlJ|jTuck zx%^N*h`)aC@>iD$A;ow!S1vi5@YlIxQkw;u`Lj8Nl_p_QB40x%(f0vk(=UNfSh^lU z{Ro&>eob9zF-%Iq{@s-WnpH|f3W?0E#Y|aUih z{7wZVRyL9b?x_SUv($5O4^jw|`0c62>x0EbLrRNgr0-KZI!Sa3vkcaxDW9mn6`7Fn|WW??n?qX{QPB^B}y?PnbPL8u* zPzF=JS+x%)B=3ihS!D{O9#<0PSMVKH1*>3NApDyUTBcsI6ibKx}R*IQFkg<6 zapq>*p|yN5ueIkTOU*9aS@FIBrHxhagSYFV<(F`D67bh@bIops_c+tSoGfVTekb2U zx5rZlzD+x6KZh0M*-sGSzuQD4?l1k7@o;#`wq%j0k~8=#!_b&3OV^m52y1L8>_rEs z97|R%u2i1hEQg|%% z0#Zj=AINe@G=tMxRNCm-vthH{VE)F$wW#}jjiW4Fc8OB{VF_!R{aP^7Uoo9-qZU`V zQy)3yk@DM^z3FQ|>2wfJSYPKrB0&<%mK!$p%l8(+muVs?(yVL#HDg=vx4F3MY}4iW zOzwck5xT#xec2*%?if9kEM^n%{n_nDWZM~X|7W%CCs(xl-Nrp`yOZSk&C+8QlN0EesvTMv~ z-*XrW*5)lTD1L$GbrX(Fy)0)z-Yc(f$$K6xuEduMHBfKQgpyV?s>8!pdu2&YMKdmQ zBDYRDq;4FZ0x>b3x!_Obmr?{E#q6HrNDq~N#YnER!RaSWQ_nl`N91L(>g>SZ}RTTo+~MVE?B(0 zC>mE;o39>|DtVReU9IPpXpSoLrfhn?ViZcnUwPXqE_O1gH<#I;E+qk7G6DmCy{@!t zatylP_oqGfF1Mny51R4dsS+C|;%>IHK11Vu11}O(!XJt0qEdfEgg^icf-wq?B1pt~ zDQMk!QQ`kn+^cl+lpph4mD@60)z#nDW$0EnIcS>G+xulWIqmnp-d9$|U7we}TUD1J z@<>Xh3j2pLaI6aKwG*U51@IVs`L+-S#ZddajNM?U)4e zv+eu_Vo~%n60J;G#bik% z{^pk!Qu3^g%vYlz9RqZ%cy)64962gy5j)uzrc=Zt)k9yO6wkO%7e>V>We`>SlEJig zaRCXP>+tfFHOOcX;gnBtD2oHa&KxKOwkU)vWJMqjq?5E84Vy?(N9oP8rcv()5pD1A z{jsrjV4f$3w*Eu#Gi-_cqpK>-o?-}fxOjl)`q$&}w)BeTw{xs>>9|L<_hOqB-~9&g zkKk_0MvJ92dZfo@xW_yBuJbw6x9xP!qQbw!VUeI3#FY%SBSv^wn zImF9AX{C9ZD-zK~&bNNv=%0C%?R*C+K;TQNp_^Oko=AfXk()pon$T5(CemZ?5kKm9 zO<@JCqX;ruOsU4MRqva9q684~zm>bH5jzOF_(b+|dxU#lPyOsCs1}q8W~Uf% zeNH`1s2hUx6Y&T$7Qqc_W4+HebAJ()+=~Pt2;LShez6fuE}%V))!N8g#oo zA83buBpEG4g-Z-ZudHITh_=$1Az&r|#hi|dGBGG?#$QPCdHbA_Rja?f^T?H?1}ejk zfFgHwZgI-iXU$dY@dR5b&O++E@>p|`c0wAUojdD9B&3fEKuE{r zg(~WrXH%AM9wP=bbi{jqf(MbTO4Sqa)v346BCob`5-6@G)CRr}7)x?<>J|_*uYI&V z_FpM#a`_Vq2c_?cdN7el{83p?ki)*$W}*G!XOW+=*1)l@AHFN;?#eyj)NiSF!Wrs6 zE~3f&-HCBFGG)feuk^|?M`?GsX3kDx3LhK)d1+Dr(xm_4~Kl!aFWlR{Cb+wiuNjRXek1UHorV- zdjYlO`6GdNn%bjPwDHuG6ljH*ylI>z~*H@&|vJ5r~-Y zYTG``HDd~b-6sqG{cYGw)=anwHjcNsV#qHY5VlDjY(5V8VrK@~&5+R~@P1f?HZ?}y zL-ei&mlY?-U3!bGK_#0KPKf^V|1`_S&eP?~{A!<(Id@2NgLT~w|?JZYs~jDo&)Ty_Fn zqc@q#3DiFryn1f>fys%VzTV*_2r1PzbsG5B$n}^|QM!hAD;TD=_mAs)H|ylz39{ka_H>Xt~p2L=tqA^v&|ZD3O*xz7)cF zTFKEBB;zP}GKjI*szacVr`_X)@oOrZ$)|B;=+0W^X(X##e9F>4f1Lcx1G2epk4}Nb zLzXZ5DbjnkcZ-tH8KYkUT^A4YV6!~temwUp3h2u$rbK^wQx3y+^%5GtJ8k0mv{_y2 z7+Z)#4oOc^#P!lA*>6idNjFEhp)#3Ia|e9tsHqamUnCBueg@@A$5l8^EWW2VvbD|7 zq3@$RyWdj!w|wLL%>DgK%rPOM#Ih4Az`y;$6MNZ6LVmA-_xiiOOo)xW$ET66^F&LL-%{P-JQcIc_of(4 zOw}%^hp%WNgHB`#XMMi3&PB3lHQVS9FtV)N6rhbVt%>tXlrmfrAA=L)5BO0DsxwMm zlXU`Z5t9~GVfCz?3Rdk=nF%tC{rXAG+X3>QibzH5@@(GWNaypxlrvWKBiIGbU);P6 z_uBAWNrP%0LV;ZGCbcMX4GQdnxyRY}{C_epr>ZmBOqtl>UTy-4rc|L*9w7jVIW2&n z|E=D_!UGj1=Trnt$!(Q5pRfLYTXz^=GWP}{r}l=~iV>NYYig)%+wieGCs7ZGNx0Js zHYF9{8LJ=u&8m=rB&TdMv}(_%c&X%Ye(sv(mps{var)5aeX{uBd zOzl7-#_pGTIqCFJh|V!?D)c8rF8Z4lKOe)8=(kQ{uec_^p4=awTZ{GbC}nlP z%Ei}GRyg=5*9z6#C`y+y71z@7zUw_I_b+7!KwEKyeWQmpMqu#CW%*&Z5QT$Oa05zbpk%w9Nvcwg&bqRa2u`KF`8rwT;;bapoo{GnlpMG^?Fj2vR(f};MDD8 zA8^UET{L8v)>uNStYp|^V@}*zM9hqdWFq~H&Vr}~M=j%{S;MTovw?@> z3KV~_o||VL$_T6b`C^G|7gb67bgh`ZOdSTy95(hyVnYTaSiM=Azi|L2FK=cRgaek= zzn3lpn`V!AhuLb-?DhgzSt<~^{R7-@?VfX8r^8u zfTT!xQung|JWFx&+$V&;(3t2yCQlJT%$uZ6Gc(Yz{qaRnwN_xq!=junfK}d zPp44T{U{tD%2f8UTVW%V5x;r2foLXW-RQ9i>hKj#`~}>uEu|ekSGc=6jMCOr<6B0U zFS*>Kyfd{;G(-`Dhjm14KApwC%{$-_%T`{_@c8BV!Dm^U14*;9Ak~EQpA#Uwd#HWi zGV?cv^*9iCQF|;1e~#pbR7ZE=R|An|(Um;DlkId0WvVfvO}T864mFhjskNys7EP!Qi;dO)krW{9r!ildFC-;UkCB zc!DQqsoVuoWUZ*%HGc#E3nb;ms9_-!zv1N=j=VWec4^BY5%N@#2eEVv0T zVTnCFYgf)Vb1pYxK!$?Z&ppGDx532Bw^6LS{gm|5V)eE0+0~#?Irx^~#ZBN)GF5-b z7_e|UwF1`<=L9588B(ZT-8TcHV{rJ?(+BOgpVaAUK<(EoJuTq2qU`tgpAZWSn&zT< z4vHj>UH_o!tm;V`M?Rm22`5x!KlMFg7AB`30q{rqnTACjx^T`KFP65jYoLsA#m&+jDEC}VH;*E;)HeLWukZx^h#nnuy?t? zy7n2eeDIHjlHc-4ARbmE}Wi_3CUr+V3@GyD3d9Lo~ z{JT)Q5+Kn;40*oB6-^B9kEahb9k~{iOU#Gogew=*$O@i=X;bpY6|Oz$Z!JfJ^E%GI zM5em%&@#p{D~LQgrbd8=iz!mxvN)JWUJZr&9{%sE|9>kf+*xq4XqdFh z>R(R>D5y0zik5oE0n+D3Wr7pcmUnT*-#O+=hDspXEGE~}G#ua4CYG^UPA;vKHpx9k zj3P{)9yzpdFDa_5Ekb9(=Jp*dR?}G}jURv~*OiBVKi-W-Z9;kq2zaizHw|v#LDWFq z?@Ii5@bN$!uVDUp_ZsBk`k?+<|B-uJcz3{mw(~4Qhmo<+4~tU)ZWp;k--Kui?@qQZ%td<$oFpDVfy$KicE$TPy5ET6VPP4K|LSI(AF*aJ^6k;iZywFUV^4+`gO@k%yE$kyx#Y8CDVJ4S2_BQ|Y*D<%m`IDSj~;+nkz4t;!a0ge4;{jRwAtu9bTbp9P=!sv;V^<1ckAM;ifD4?85t(Eyjl?= z7nk}ueR)YqW=>#((WF!WBGvG{A(xTii8iLi6t|4$v}ua0gDLwsVJd*bnsk^1_X@U*C{t zxha%_B&jg22}IdZ6Yzs6*7Hz<{y438#n(LeMUu2|U+=eW3=i`P4v;@WblZF8vRUJx zVt~?>keXc3W1fU>f>G=ZeXe_C7+p%j@KH^cLjvs&CgQ`}VfTr)K=Pc;cOr&U$nb}k z&!RZ=dAgst`8W5wY^Pg+^b49oG!c@O`_FsD!tnZvam&JT@2x^8;hCP{G;cx)+*G-Fm1RD?fQC#nOgc=(J_agtQpT)ZY-G2o<8JF2z*GxK5yukvd{r%8%dyVw~ zs)BBdv|ps5y;Xbr@qn}y zWcyt@nh?M*0Si{;<|-Y6Tz^3%QJT#7Q~XD4Alok9f!Xqa==t|p0W7tPYjTvD?07C^ z_~g?UVVM{?A$1l=%AdJ+oC|5kZ!L_IfF94nA}j@vU<^##r=-J^ zkj6I9G&(_Sn~EN1c?4NRTj;F*j*sUwnZFg9v7{*Z3$=gS~YAM=EZor^9nr|O@qoq_T_`@#hEI%!D%PU ztiXXg69SJy?Ihwg$U8d5EH~I5Or+bn85K&>>=iQ1$gakFQX!WvN;59;G-7i0+Y{^? zuFRY5)3Amlhf!7)e6WhRvOg*+>aS+lxeQIcJ+Vg%${lN%#CExNSn&R8o^WkJUtR!7 zoGV_z+X4`X4bD~#XXyS(WDTSSw#ic4Be3oBv2X+Qf;h1FQuLgwegO|aZB?CqN3=xu zu;N16;64K0IeJ8b=5t$!V(41`xVhdHLjuEx;@c0S_5eCU@78U@Krg-N1Yw2eRY(^t zNCx4uMFi>|zQgN{_e4K#5kq6g^>kI7uL`+|OqF=J0Ypb4D~q~t zPO+DY2^x%c{{@@pg7bP#TgrQ;+LcForY_<>`rpqx+RY-j*IbaW^WFj*1LE3t)-TcQlI94WZr;n(XhTcE_5tv!Ntb5EGGF#I zTuIK~gcjhiFAM|x&Epkdw#F8#`YIkj&?O0jiMUAGf`b96x{+4{NZ;fa!Kh`DZ=D1| zUw0EV2e+J69bk>aM$up9O<37PM@Q6sRVNEbr}yA4nYXOaAz|4jw@5c=64GmZ6jH41 zfTaiSgfXQ&5?6o*Cf~Eal3?ky93oGF-=PSv^0z)i>f={}7V99I!9q4`gD8VW%w-b_ ztU$=^1b;Q0!Ws<Q6d+n{~o zd(|$H$SgKe%K6f5(wTd@$Tm!qc9mj7X&3AK%8USsxwCU?`2#z|*~~W)FSmBUMzLXm zojM{^72A#gK}i@Ke$y%2&WoYR2!H76ywBSf~9wMrf@gp2{g&I%xo7Mt)ntl}hjH z!cX2{JC=+e29)w#AkSGX)R#XXtFm%Y7>tElf53lw2qcs@rn_XNMN z%0Vb+b+j~(g`e(uaK1~YryEy=utld}LXN`lr>T)kc+!CmqJ};0uM@5R-l>27Y-*jy z&O5N*KN?r?OGMN0#EK)9bJ|SYm3|4x9+=Ph%B-WM)n8PGxaCC;HmdV>yyReBf7~G~ zKJa-W@y`PC+4g1#<~4M+v#<3?tC`X3DrhBiB@Jat#q_5RYUEjnwY7DOZ8uilU>xVZ z1Sta2LvtRCeqsb}K%rVE(m#?kwYFJCMy_G?T5^-w0W9iXNC14iPQOYz?ly7~+#^K6?fWE9eJ}_T}h9f41bN?Me|FXFE*8>p1Cb#wP zX38eIgRzb(M3F`=^uZ_D3~hzd*zmGtA>4@*HQRd*e8wJjtc3NPZE&*^R` z&EIDOd35ld4zFbqRHPhwI#laHq-!ks(VQ5w#!A83A>S@N8mjy0qx{`}2(x35Ggls~ z56VPLm?;*rnz&jS%CEpQX5vrfZ_(_xWPDp5He)_wVu#8VFLfdDODSW{prVEGsg`zP zhjt8QW=+6P5A|cgb{vA7x)#<4%%4v`T(7^3$?zlxG&yXg9OR;oHdP_U{E^s9@jl)~ zBp=m*{Th>}8bJ_+6(LEL0M!NWb+dPzH=TWVniRW=_}Jnm)XUV-GnLSv&L>xtyA5Dc zzbzb!GH2Q!c6pkEvHunH(*hRT(L(qD*xo?@L1WoF&}DCi$qwNevBb8{CXjH)u&6uj z##@IJKmLQu_3So0*&y^?bbL0+4+G(GJ8F?*;9ZCa3H`(AkD07OblziBmceGr26mM` zE>1NRP`=IfM_nPmwHJ7B*z9Jy+E^c&eVza>r!T02lTwkYCwSoe=a2nGB0h*Y0>XA) zEA+tg>}0C0P8RUytQ5RGXwIJeY?hD{R7&AWGBL6+55rH%6H(m=@xLX5C1ZZqvA4SS zcG3HOXDY*#oMad?uC|b`Q07cH!t-V&A;hx2GJ@7zY7q;(JD|bqi9_XCucaB<(o59Mj|nPF#OFHi5)5; zpXKtJG_Lq)vd!CXm}u2t3hLf4q)95qoCT$h)u_(N{u&^}9wM4B5V+thB$_?_!ubfO zHU6V@9G-s3G6AV}NHyy}m|LJkA{#hX=NuIxWF%6&G__tr{*-4;u$UcHMWr*<2BH!wI_X@6GVc)oqppQ%!XMLkao^)N?l9ybjn86htwm={ftu zs@uFXM%_IR)Fxf-sTLnNet&o5yL@M)aGFiKV)^xq5&w-&o#=@TYyMg#mxz*pVs-Q9 zd?EpJbzK=wL&ZtjD)LcEm8<{)TFLumh;DBrbuG0HR!)w6&$yO`!c~0yI=;+pg)??V zvqOp)fOK}KIwrVHSG(;<#KLGbc|;e7K2#BkM}6LKv3DG1%x2)%iB+#{f14wx5#=`aOYk zURU5O-{vb?tM;ZFw5CF0=p%v8yPhdJs%T*iIJp@o+WFn1JB4Hs5ziJv4BJ1_oqCB{H0 zXysY&3PmwW)4m<@FjLmPAM<8DM%QBF{L_0EsAzQ9iX1&GWo%sr%b|bQqs9F7QA`i| z>O8C@uO$5rY-y;8#`^}|1H)e4jz3nau7u!*V+*`Ip-H{91~SBT4nnFn_v_Z}@pXT8 z9p0oKB3t*D469nKuf60~T%}BXi!0@5HgVouNZyH&Q=!fI#=!x<+)o(Wb*~Zl+uFuJ zxPl0CC1v?p$uD`mRl**a&(FtcZ=V-k(9^e>nyx|U*8I>Zaf&~sz= zG`D*CMvI(!c8DrQ=Cn-CB3%z+$HPW`QqE3=^_MIWDd|U=F$Yn@&=QzFc-tk6#fJ#1 zfQKBrLa%?UFt;a5JSXiH`1^k#vIaS~g2k|H{ zqC{+o!H=Kav-Q}zSeYZ>t;Udlt89q>n+%n@&j_CLx1Tb|-)>QOJ}^wvC%xAtWmLFv z&-1hUvZ7I84~XjNArJ{9{6|}(RXubfkPns+njzYHee%o)opl8c;nmyM>t9b*mNHR! zzv?~j_uM89f0~MqCq$mCQSr_9&{W0r4Ml)Fs9G$Q95t?)KNMa%a#gyb%9C$g9>X`7hUPty-d*m1;91nn0Y0Nc- zmX4m&0S&_8g9jFhhq<$v-z{Q~D|2SdF0-36XuGCpBhhVaB5puFLCE{K-!Y7NC69Yr zV4;(DsARg3|96sW<}?sWs2IX)`|9nVLrmkx3G1;mb~F3V*YbEBh|+{b|3IbhG5f=} z!TQVM_wwa1uURkVJroatY2%Tbr=9feJ$)dFnkS$Sw+F()_h{7!hd5v;*B8M0zVuUFzR#l%|6uNT zbw>Tu(CIFhoV7F@Pq}nvdNk(2uC^Md(Qi*C9;@~po_vLCTaj?q1Gq(l5sKo%E4kdl zbFZ_tixFN?TQ{Yj+PD|5t&@V%Ezmuc3XxVpXzTYbf8{;|r;-**-3~c?J3|my2?c}J zj7qPwabzg9l7L$oC+%tLw-2Hf;9QKGyycNg1hG%r_DZDF{7BmykWpSZQGxTDj$5^v zTnPqf5Y|5%+NGsNBSo6EWne^Vdn-@}$&|)KtQjSqj@rBw-Hr@Nl*tbAjSMJIOZR$G^j#%k9Uk za`&ReiPIfm{_>e7f3rJ6#ww;<;r=(J&cBjfZsgTyWI!$Xz$#!15A)5XxD@CRZC+wl zH^^LVc6qC6)IWe;@@qQ~8*FaiQRncejeO>cU@bT}oY5%pZ7IEeEHB}gAT5@1(I|X5 zrDVr3Oi{DQwcJ0pS6!0D{^O+CSR0X4(G7HhE}&m%SuAW%-3m2YzkiNgxdW-AW=xU^ zlbaOyAN2Xk82gNDU9wb9I(m*A)|UJ@qJOItn!w!HS#SO>&_&nZZ=7ZtuUabTb}=db zQ+g>K2`m=S7OS!llo>+Nly{PzyAdOba8KBeEgwB50oE^Nq%O`=JAVV}xWROlOA=p9 zk<+5ZN@MT_RV}zFN3q+(iSz5+ee3o;)NZTOl)%~Exn8@VeeSO&QLfL$Jx7)Wlu+*@ zJ&PX*QXGt$Clp+<)#tnTf=6cJCU$tcCS_N*>(7?&tT0({xy;~jnP|Rt(%nlpAEf4= zeP1BHe326Ur5g09@%YD*Ny6eKdN6ZNj-sI2@`SXV+2WQ@ux9E?c)| zbci79Ou*BEJNUt{HrR?V7mGPOaw1YnL$*+$LgW@r7K z_ZS!>kGTrmx`o6Q5*{1$EJgV5&V~Ore7_Ih9uSID>`Fb?{P$(`pz#xE8H0+?ZRD` z$18j3QngzRJ{^zGFo>k_U0e*8n`P&5s3Kv9*e{~>p_4hNYitC%soPKtx84>C>FP~d z*;u43jWXHMF%xM*TXWT5mm>Y~@1R%%>&^X0Dig1v*zsQqJNd@;sjQDFRI$Z{CEbKE ziKm2w!?ta_dYC81&0F=<&+gyKaco>yIXUZ)cu@(YA1 zLZir>D6X$+?x~AWA+C<8J@F`@t5NBnM>+ubr(fb@R8iJdGa=N;X<=f3e3nr#>ivQ; z<{1|T@*<)v!>rnr#qJA$1orPL!sA*PvW~g{fM_RdggW;ABzNL3q<<89|1>2d`qT42 zD~d?A*7vT97=};We_ytyX*c_&P=?e&r@1x+Oy@puE`>4gF~D8y;k|zX?tB_%dqWPj zTkD=3muR7hH{Ypm!|4&a9S*lJ@2m4?v2|9yzb7d!Esz7T-+Ou}$NQ4UU#H@5nj8?) z{h?Rq+m5WwsQpiwpSXLrp3U`c?@CMW31NO6X66}u8=Q7}eC!QzDd{>cxyl;{$v(*~ zi4?k?9QW4XqWvvs`^BYT;T0AMKj`L?ZpZF(O~WD^itbJQ&dTUW``r(Y9 z=k4-(!RPTPK)NgWvU2nY)_DGBG~H@>j>4ulL?=NNFavZ$LUK0)+j;-@ibPA^V%L+? z^0|BNe8@|iBabXW>w6dYdH6h@H(Z@dM5s;i=B|x4y{0I!uIjP9jSg%h2Fp7v zrYJL6tqA>gorsx9L&J`@(3bU+mW4|Doa-od$S3$-ex>g{bUU;#J47?b>ZBeRgwca znH%`+LV{0zo^%z9AN)V6^ZTyij;gq}WkKC|8zf9DIFN4^;V#v%{|2NY*0ytG>FPI0<7F}t-v6{84A>h3p z!yoc2A+Ub4=H^7@;_RGR0^Uzv2R-)lnRwB@5ARhQHhj4|Sj#LDUs12_KsF>ii90;j zNdTrbM*-A(Jnqzb?jj!HsT+$5R&fv)4`#;nFLIH=Ik-i<>#x;7($|tJFKTtoYbK2F z{)Mi-QchcQZgp|n0T3Re(7{^*W=QW~HNh{>sns6`p z@x~!}P}&j*o-W>HCkM_-(~#G@ReZJRP+XS+nx8x0L27P?OMrKI z;omx6S%M1;Q|K_vJ-w?ri*o-(;8b;B?9ck1{D!&4HY%-ry;~@Ew^Ct#hEx_zfezx3 zIG2T+fCtEk06iiE;@D7H=<&wYh@9A9{li^;zGQJcOcZIIFTN=;v&Fn7#r=a0c(ej) zqvxY@$L8Zo>Yz`@`%cbvnXcXBrWv@Wm{(}h248VFgDRMy~tZMQE#L$ZWcn5ks_uSVY z#2szcG@jWX)nr;j0lP>!4oks0)j!ydst5JJJ>+*0+Hl_ED!~?UwT{|L5ro=z2Vu6xM?O)V3QVBr=L2c-1!9KLm>irPf=J!P5uZQ)x$q~)Z?GSYu z2?8IoPpgJ;pe6)a0QlGjc~Zy4O%fwwX4dbys_m)^m*1fm#F%yD`wTWqXq*F= ze`)`$_;Xxnfn;25|0C+rD1lFrG1>NmJD_{pJ$=4S1GNF{gekq`nNa_&r+%|h@PVAR z?n+0zx_5vVmoKn1)XgQ(Zh-p|MZgyLol->s?<$(&{|q3=QJwE@dOx-(Qy{d8h!5X)bawh6Rm>X7vNdGfvi3RMP|+Q z5u)VqHPgF!pG5A`h{x55YnoHy?d{mvJu(G@YSTVHH<*Em3TPn_=2E0E8!X0^coBXG zU-YeEdfIddnlEDhgP8VxgxCjcUS^Q0DVizlSdSlZG?ohm9Hz%VMZ|)6FDBfy%I(>3 zY~%#%kS!>p9%Db+D3W(L>W-V-@gwA;vv>IzgS>8({sFR*Ro%s$E$%u5nt#QWI!0s= zepFGN$}_8yI=K8Bhd-D%?Nu3-3JE*^#=;IqPXiA&2(WAlwwpxKV1R^80TBS-yi(;- z?6}pho2YQQSR(GhBCsxzB5|cSfMxX{yx7EZh91)54R%=y2du#?^I2b_ z{_k(WSq|KouArvGeF(apkH*pNKxqvXkGjnPR_(#mK=H`~I4FnQTDj%}kvDA>ysFHB zfwu2bgL@|yu1dov67WoRVj~X27F4jIf*|9b|J8SjD)h(4v-Ahsxt$NF`NFpA#RLAp z``Uxq!SDMEw~}QTp1JQu$6IK?%1*yO@y!CVfc$AHN-62^Wu-gWgz3I(G5YO_69lK( zwyswQy@&lCxl^t@!E-xz^|jmgB>`1=f~3eFMQXC9O3;iMW{X`ykvk`^ViwQ7^#l-HChO6b_0xA z7?j!aB-PxLk=i1Lr~<@lZGH9RFZRJacTcG%J};qQiKn0T4H-?!N9U6J=O;<95mqxJ8wgxjFud5 zG6z?(2WVRV05Jz82g7lwzTkm5+0^F{z80cH?W`|7haH&C{MK6!qzDfDwtrY@{(i3e z=rlf6lky;^_lf)4s@+CDRViZ6!valYDkSy$fDfTL?WW(Eb6DjbEljaZ__Rnu3Vc`s z&WleN4iNVuMH0F|xt_&ut%z+OUT?($LwQHNi?=FtxD5eMy`Mpg@#9BvLd%XlcOMHZ z$8X@Meec|ps5PmQSmMLbR7)5e4JhokGRL4`%d&!~0f4GS-{lz?6x)Al1Z9)`tLL>x z!!R>=k`&2751nN9LO2>lJQpQXtl+RDRI*gz>fSnRtf@MKNs@KwHq2jbO=w=O zpZ=!vbq6WTcL;8|6Ovr@M6PUh=jT5+mw0KHTYSfcw{kne<%K-$#k)P8OjnP~JUGn+ zMUTx$boJ&ugN`$-ktOCeA-I2LwI~z_(!oGQe62JlWr)wervKI#-06h)_ek9rRr30K z`W0d$``5Jdg5bs8KtM!EXyL`aEXwh>%+RlTMIm{Uc;B6HZx68;FRqzj|4P*+@Gtwd zWI;jb14OU+UL}osTc^c?y`ULo)VAE-qf@_CAq0`yo$eg{Kepa7D6THt)=iM$?(S~E zt%2Yc+&w^WcZcBa?(Wb8cb5+C?(Xh>`>VQlpM9z>f4ZTo_|diIT62zfjA#7vSG(Vy zzKk)WwmauuKbH3hcscpQ2DRh!KNHX%Ix#t^eVWx5o=&>4gp8dpb_0qY!+7_ISh_3d zD&1*9%ju%9ntC|oR$k5}Hmcj9{6E#miWG#*TNo{FhU(EZfqU*NWES*6E(VJ3PwqLg zsX?V_qW5cll;AmN|H!ITT9f;wdjbxS&4S@MJ4?M|P7y2QmbfIIHd>zxu8Iu@im` zXd0QdJ`ZhlD8u6|nm<{k|0y9BNJj876#hsD!xm$J*FmX@&wbgP*R+xbt}lY$@oA(D zhw5wWxgC7*mAs0;HrVQ<-Ohs_e&k2oXc^dfMlxP4vS`_S|7R9!Cc1>KN|~!a6G=_F z5C8F^NCAE?+rC{l(!k5IlP{-vXu4jk<+f~gytYw#Tb^vu(3{?>r~CWhY3~ zV$m`gIup!xDz!2mMm{{zN}*jiYBN`Zl}a?^@wi*z$tieIyAKACYkVx#hs@9(*n6S( zLy^6SQPD{zmKWKKr~hRcxU+(i4EEulREx%UbFtVf`W0$(bKZ*&j5hU9=aAJ*4l+ys z$BuC^9^zpL5LHbt3G`1Q)e~}HAU4yyV91~ZM%E3Bp~>0%5D<=ft}PxZ7OnWI-YUz~Y$9}>>!lX{&xY~Qy%CWq35n;O!i#m7g9}Jl-A*}!JoP%m#@oT@OOkkvX z(m)A3=)6j$phHG^>J>GM7y&1CXMb4f9>#jXw76?Qtlqb{eWIRoQj__dsr5MueB6E* zpIufK%&61CZsiwxpqG3;mbSfLtD;{tJMUc&nG{|gHy=&#ogFtn4ebUZVvTg40V~SEb{#I_d zz6F#04F%b+w>Ul=B6|MtxRnh5K4&Z0#i1lG(8? z?!;}MX2t=y4DC_pB?~8CpJen()$k=C;X9&`A^F8)^Cl~8>us2%?^EAQa%y5*^IST_ zD%dh4wjc7abNZ_r`q&|3r=%^Ka_(fH`&#V<o-_*-m!Ffl!QancAT-2 zf`iy_v5i8}!`%JMMx!cG@UiKBwf84E8zC$HeVNzaPlWyY4F`xcup|1zJmT~^4BYmh z2^Fw1n!$W1Ng(v2UCZFX3oH1MsXJU}@uPcs5(=UmC-+rZ2`z)SxzC43+a=(zd<5Di z9)omEg%{1V_Pe*{TGyjS)!PG=?rnYQ?aAgl)8gCN{(pb??}K`SkiESc^b|*>EYVnE zX|)eW4qh+hAv!4Eonh5in~R52aIk%f*sAhrj1HACn#piBLH58pod%~*fro_aCU7|S z8X_khO5lH+$i5bx{-}s8*Kb34I4no9B2;)*yQ@4E#j5PBPm$HsurK~>uMu1lHdZ|( z0a~(T*n-Is-7C`yI(=IvW}K*;)Nt0z*lhe9FOvZb%iO=5w0-u!tUXx@|2Y@H_T$Ui zZA(V;ZJ-z=nEW|~$z(@=AU!<&0pJ}q)T@@To7nA%>wg|+M|kp3t}C3}zIz!N{sN>~ zWw^h+TJHNKH5-jWcN4KEGyt3CPS zoz3nFNRVgW*)97~8d$+^wQ}qC7v`a8i<4p0PpDS%<>*l4`t^Atfrzd* zi8NojprX6lcdfWyaEIZMz}Qx4?FNMi-ayFmDx-~Kk;ah+y)K6|U%mOGGe+d+^>?h# ztmKSv3am3{?8%I5j6TRxN6hXA1nyR);LFcx@&su+S|PDhnfv0Fw@Opl0^Jmw?_$4#lYcJpd2 zDNj)$lOq0p+RAI_gU^pv*E_o7Ih@jlD$e2S|Z34smd8y2snar>1ZZ>9>5?b;gu!hHT?Bi_uB65eCbw7 zxM(-goqWiVgY-jE-tjw=L($$1b+X^aJ&|D3IR2T9)7)9-?ffZWjEnhGUQU6p9C{T49li@uKSNYGl znYw;V!xJq;EEzjU@DZB1u<^Zg6hMb6^Q?y-L2l|}gTj;if4TluzNE{F=5tKZ6;qmd zi6JK2fY`I<@vAL;72Hghy?=!@>#woBq@Q~hF~zRf*V4Xk<&#ZVhNH8pf_*^3GV)f; z-Go~IY9HN&DnmO5^%UybCyg|^$4ef*duYs{t1(bxx+^>Wn#yN6yt%Iqd^=S`nnTjr zaWx@~Db<^>W%fNz7Wu*4pGPG-qxVMAixtmC9 z!(F1Ng@lY$4asm^sW@e~Pw{hY%!+XH@(H8H<3^|?>mnM-Z?e0pJ7K{h1NSW-(zRrZ z$g1>_zueMy{)$oG&5LP?FVEg)b}aDXv(aGxL?YIumTeamUSGp*KA$JwinbP4lXvJ5 zawAtwsx=^uemPm`$O%(_-tzh?Zv;;%l}Ic37K7OjPqnpDp|oGwT~5{?!Sd~o&xpUM zNAfHNy}AaA7gIEuhM}EsX}?k{bB?j7x#hLbKP)kQ_D{)4YW z_?V@2wB6h_(?#tAoc@YxdyFfpVdjYG3M{o+-Y0$ob%^_ z|0&P>eD4p4GK>+eby%$ZGCkR%35^aCmlUygGR$SU-uggii}ziIqsCF1PS`wQyRFzm zKMWnqtmGgvodj2?ak42)e+E7DZa+GY8pi@Hk?7gmGm^ZB8P+u3WAGs2iW*z!LpR6<*sp=19d%zg4Gqd&> z_@a76F>A5CPkWWp7}~D!a|qI~`FRr&Jv<_`FfMMBc?ln^w%L_NalC8NjRU)4Tz%%X z4$0m;g%iO7n+u=y6XHXv=H7X}Gd{ELZUV&%AtH*Y^(2$H*p9N1(a`LH=H` zj`p{#KkD8hT-B{DMbk}$zRI9X%5S&#DUa`L(yc86%Zw2Fh+l z)3AHY@QXMy4DW&GxK8v*#S3#~WwGu?(4h>nKo0r36-MQvma8kFiDngVMz91%N|50z zX_mUm%c~6RqOe54cTuIO#H-yg(YV|HD4fPc z*c;@8WtfQ_gy*rgcr*GgqYuBKnJPm1{QN5jXYnUS((7-=FY=AMq|m$%FsgQ8Of z%vC;31y*8~MnRY;U=d`T9X!=%CE8y+#lXK0i-*vx>l^E9LJ+#UraJ(52*p{C1?gi2u&fucqPW}nPQ^5i_GJ*zW$>)OJZU-JHn|0TE_D4%RHMFZ> zN+%C?QNaJbSAiOkB{+0ojN+j7YQnDb&xi-*Ai@K^>Ja)ENn-|O)k4mdF$VU1R=XKb z{ZXM;&dP3Uure0}PM+VWKBCFnY4+8xuvDi3(5Ka){=Ua_u02n*58uZM%-Vd!O2RE> ztX&0H@}7%V9(q^ZhT^*Z_+#joa+BzhvuQL4oBS!bg(s=#@xO*P@T8%hJq#=y+CWh5 z1F|F7F^V*O;?-@&n5rkh3pNZSzi%Wa@aLTDi<`}*s*kA=nz2X?Kjz9i3@4z9dZhlA zDh5AD-p?&Qu5bAIGPW)Pd2{OP9LakYCLj(uH0&4--4pm9ez#Zz3$pYcMV)WEPh~z% zVfFs#H8F_}2`HOb=pw98uN`qW4b1X7_10*sYI~F;WV%a2dW6kexBhjBwMmO+*YsJQ zyXkv@T7JR0&9YH;yXMBS+rVITO?jtf4?=T)W(!mEJBrCaW(S_E=b}|bOeUp5O%B$If)rQKU?e zBN;GiPs%bGMBx(nHg#5^P#m-il*m-q+X=vr{&lj^P~jU?LYAFQB>}shHs|T*Cp?%O zknItTLn#~ETt%~#xOmir1+1p~qi8R1RrgVQ73!R3Cho-ERF`X)q>1Syj$lMw`R~K4 z8DymnCxRu`y2^jCpK@-nFO_e0S8rMv{|R`nUYm0qJTgOZ1|L2i{`-7g!7sQ_{qo4{ z+!Qib;M_+1HVvE8C9;6#S~?W(y1LUW@=$ou;otZKo-s9;I-@z;-95%VgGgqYSjF** z)-%KD#F!&96(z1Gr_aR80NNDtX7CC@{!3jO@Y! z_LF!0Q|~di!*M;DT_>y{hYzAlQGUV&5A7Nxi2HH*_lpolt6dB_UK62Q;s}2OCE^07 z#8uJn(`k;wM$q$h6SFN}y~9XL?*sqCP50FU3qc=1v#)r2OgKCf2RKgls^-3&vxzeuY7v zThDrtpqeuGjOqh3@nQ7(>So?Q0%qDrSJ!naB42M@C9 z(V;F<3d8gD1!2v~_u$bUYb6e$S6|>20QV@f{Ta#0Yw^9qdzHq2$1^&fVh5~${gaa$ zoEKRAoSTdlYG~d8*nJFG%D300Bq3$CZ$I1A`(;(Zh zlP&KsmQ32r;T}jy8p^5aYx@hrz)R-lJh-0eQoQZ#q9qW;HWQbbOg{I>ZYGAX+{$+tOdrXm+=r1etYv!KI-Tnh56q3r%lMYBi3`4aW}CLm7EV^rj`>t{7d!+Xuw*D}QqI~4IpiRl?=q((vIQ4C zrx=o3Y}COPuN}A4L1XB|JeC}Pl2DW+M(Ct9+X44Tr&C7*eYhakc>{EQcG^tz2G4=* zbeDVP@68mA!4BE|T6${p$fSwgYhQ4LtiYT&^EGGBJwH~xK1R-kfTp@-GxerrH*9ac zG&xsdVQzdRdJ8Wc?Sbj=FhK;FFV?@^eu7GwmPV73C03OK^=9B%c)&6b=x}k!5M&4P zLuY_ud0qz-t+({3a=Xo+8{h8QY9`hLuv^{zCa=5g&nNY{_MQDYuA9;|HW*gQjU&jZ z%wL98d<>w4mR1HAj4d`?2GO-K)HYBKS~h*`h9p#=IJb{8eZ7Dnf*LOrq0KvlkdX$) z2$Ug@4Z9rBU?9#7kj9|-iSbSrox$`Enn>C$p&2X>-T!qmNyMe2`u!3agrYD)&g!G# zmNL;WE-q`FrhU(n2&D0-V3+N^Zn3xM*n4e%K(ycVC);?fq7sW9K3vUpDw_v*ENdOr zWjns);ndmPuhUwE*e~_MGT~El2D-XpHQib;IiG)e^N^x5MmIW!#91Tlvg5@w@J)l& zala^(s#$WPi2tbP?R4?%PgK(1R3|NvA;zCFNAYmhhR;kuHltL{%F%B+bonS`80MQj zfEr57ib;H$*}zWSCXbYSYN602b+4TGYe&=$>r; zWEHES*-aw1VbMN3Y?U8#?Yl>rfx}x3wsuoB0afb#TjpRVIbL^V`z*^e!^%j zAIo@^>dHY)Wucm#yC&aZ99MVmXCr96o_I#aX!$Mxok{pc2T))=`|xgP(C}PWx`o7$55m`Nh^&AC z%!SJj7;PrLG_%PbzPAe540JY@&!H+#I=f){Te4BL(piPCD{eU7%zR+p2B~%M)kxlR zBUffeAWPThvh>&JG-mFmcTzQIreQJ7`?h9b7MH-u=z0G^pNm6WQ_tW`YI}Il*!ea& z_nqZ(>GAPHXe8R=>96mz4a?!?$8KQNQp4}wAuc-Q06t|4p-~UGuklbjn0#E2rV{@b z%4gu;80pfW(b*!&$rch0M?S271uT3FXu%i{y`;}#eEz<(SuZwMa9MUEe$DMy7>e%t z#7Nr=>H1{ONil1M({scCCS>xz{0;Ie*>T0#G|n9y=9xU==5=p8L#3qf`i1!e_!SSnI}u#z=Nn56;@$F z)?QO4uiH%D$QJ1QAJGU@?W-NF%{8B+)O2#wV=U@@nB88IwQ1G;HwNoa&OuiWvfT2Q zR{hDO4-bNDp9)NiH45@?Xe;A7Yu3o5s|g$YSR`8SYrk;(BoC?ap5wE98c3y|WUU+- zENE?q@O0a~Rm0FqC@lQcZwCN>@}4Yz$HF0_GWGq6!%L(A^J!gRIF^Fbm^$z8Q(g4o z`u4op5`M8{3&k&Ng_zFZuLAR(-xkDp*l9&I$hl%+1Qcy({PtcI``7gw5i7=&X| zKx^XmX5O5=T;j*4fmX|Dv(J|KLIDUkJxAfd5ev>+jQq)Vbh(}s!C?!|03e_$0;T%(f5w53TR48)LO5O#?q@Kof{;a{>sQ#yv~e76RR zx=4Jhi+BY#1r(EPn#TN{7&Y}+Tvjs0Lv?*g7W4ay4Hna#a9_4&6&hM%lv;3Q}F9g@rjY^7=y0B(~n2(j|aC)YHr~w?OD_v5?_};k}*%}+Xh}` zfiNh=?roJXzK05K`$wa^9T#uZ8(#b9!~oR|S6!?Cgw&xCUz%bu8R=ffxN_e=1s@4* z^h+xyXw#T0M);c^Y~sD;^5FCp4opl4Jn{PS&3p_-uotfFDUGV4toU7ftR}#|qvPqu zymata{u?d|GB2TQ>Nf!!g&1n6BAakFW>WI6m_98h#x09^Hj_G6s<4|oo`QX+Z~oz6EXvjG9-iu@@z{_*lYD3}{8W>n3Tkom%WKSc*qS$cRPJ$W*!yR_>G z*>W>61T1yb4}tl$y9TiSM*C9CqGdPn0FJEUXPsvGe-TT3jreJA7gG}Rq> z5T3W?HqfzYrI>9Pb3*C2YSc0PO6UT*g+vYYAZ#@&>`4Xur0HVsW%zFG4Fg4f;+)CK z5-Qw)kYn8dXED^I<`HGIYmnY%xqFa00C*rMgiiqVqErOs+4UL0zd}Toe~xQxm#sv8 z3s9Stw_6J|{75}tqRIaA{D`v2XErPD96YJJC^M$mVr>x=S8+8|pNQ+U1;Lrq+c9bk zs%xN%YQ?(v8u#DIcsug=98A!Zo#sBTU06nV><7%po6vUKS92Vswl+oy#do}&QGc8s zxahWUOkgosMFe?$Q9~gSSj>H#0cXR3datwF;66L<2y zK6(eZ+Z(RRMw3&~M)(;djrpvimHyG~apn9PnW(~~M*n{x6G;a{By0aB-9EhUHoIZE zI?nw(rbiBM>T!G!{v4$BCNp3Zsy|wth&r1QI;)ZC*@vgA=={xI$KO9wH`vo%L^ajx z*R&tLri>+&b{ekZVF7g7-Z{|~8zk>9`P!)-J8o_Ra;)ktES|UKKKU8IPpXgmijabw zN0@Im>T{~dTTMel`X)ISbXQlk0Lc)-4R>{j&Jof~R8mf&?N;%3hD9pQ6OrPb@}z{@ zjJt?}(HpVj(|Mq8Xa@s$pODP?;VpT<6#PRF-(84HZC#aU;Mw+7Daj&ZRH+=Zq5qzJ55nxN4d|Qh_$At)D%A-7 zwiS1I@Am_FE6It4Rt>MX&!O+OMW1pXLRt$Jw%a^2n_0$hyY$fHW7VaQW9vr1Xizeyj z=nwOLrne=dhY=0|1joe<%(V)zB5UG@Hto5efJBR4KuroA>f0+C1DbBW<>QT&>0s$| zWFm{keT9p6lW^5;cA8)Gp0jLXj6r%aRBscwnz0Qi%9`Wr)>cnLewQz&WjOioVMZ7y-wIth>%=jzGtwmZhx>ru<;(u91Gn z?Cm8B?Las^Joa^;DLnoaqIpH&S+`+e3ySB>ZFF82zxd|^@sfQ?je9$fZb+!iT=5_> z|JUrOCrjSVRW>aSh{~x759|-NF+3sP&6R|%7uaM=kyNqvO;okje)rbzxM{T(d_V=& z>orJZEX}!Ik5%79qGnAyR^0FAy!+}gGM1+wG>RzwkTEJ50rwsq%!96mp0L**T}pk?0->5?klcFfXw0jkA(L>KQwR{;7RgY?Ps&@ z-TUcRo=)DrXaWKWFIxQ;4tZ4^-3|^e8Z7IIFD7fN70!CU$zalj{}uc2D@{VfMUXEE zX|@LNaRKRl#acGKc|d-4M19#+Y*;O)KSE*}`u&6i2OjhzVPX#OXps>h>C{5F+5e@yNYN40|8*8QEpf0u^czT&cIKu5afnZ>HWL2KXifrZPH^9Oco0k zx-UcI4QS3q+tG?n;6%$z$w2i$5%l>!V3WNMX%_-9S?;!!LQlfMj^(}?0U%lDZj$%w zCI_L<8tcfI$PMhe3+K;PcoU%xEp-ih%c{OLJrToylp=?r{o@a_F$O{?uA*>leBIIv6P z`YwdLW&f`BJ+2N%J?tp=dybkzcc1T6$hoL5x-eBy(j6wH-*ND))i2TLAMw7*Yvt5y zI$%Dmt9NX-*WTvyTFj*(FT21eRL}uPx|F_8$=ram`Mn^R)&jb5DNY5DInfUWUnfIX zKDp_k(!}b5MJgltQbqNPh8z7~XH1IxF__FKu{cx;Oe;wZ@XW@YpdC#yD z_y6G|yMIfpcf<;QMI%058F_U3aK78T_^an7s(Ls`KtS7)5GQ!6@r8~G8YBwaD?WA*xAb3Y+EdbtdcF;jx$T^_z8*D>m41e>}oN zD7!4?50-X2L4$oo@Y;9w^r|je9<-Y_bnu4U` z<7$S0Siz)&MsS@@rb4fXXOuWG_1m>5k%k7n_WdZmiOVHgXxTxFTUD_xMWZG=-#SLO76thH zE>w=|Fek!Vv#{L4D--_G(g=a9M7CRAjwZ#AK=&#*_^XU6}2f7j{y z{+=$55e0B>%^4K{5%0Wu`SyZe`}E4X_S=wUHT-!c)wbJ|E~d>LYNrIYtunE@KrP0v z^DQ)AKOLrD51retgE)eVIX`a0&t*QmzxV6Xx{8GHD!}5JkWJ(|h;FW{_{cVihZj6m z^U0&FzTvS(4+O7-$vfv%Tzmy54}%^wb>?UN_OvE*xpDrW2L){I*cxJU%aC!e__A!J zhsO18p!`qzQ1cFO**>|;?d8Y5@2tex*R$$YNKfA^u+d+qo!C`1e#<>KonB`iGubgi zp=W*8M%2W`2Phe{v|?2UeRr4W1}CMEP4?V%HsId zj;FFHv!q4CkL;`YIr= zkkzxuIvzwf|) zRmv614H5V(3ZjUsoFK{v3$|BPBI5C{m3plDN~vV!a+htq;C}1~F#>KKIx1YlHD}W~ z89(MD2UYwK47nh~UyN4b;i|UHYy?dY(um@9T@t@qQ5Qa(%_>%9)rWxM7=VrGX6X>S)_8~r6vtPRC z<05fOOy2_D(yLRxdo@_5F`n2InBV$&TfQ7Q)$M!Yo(#tyDMelBi549qJc@WosBa3b zC-2^seD_$*R15gjbp$69Tc0PuR(QQ^E!o4>CYGqepn`zI>=sHCaEL^N#&r2BP128! z|Fw$t*1FzZ^*vW*D|0?#S>E9^8Vx3D$q@AXhnDW3UIher7dVo>ja>?SAHZUGi}1S9 za%_d@-pt(wt%ky$!e4f_#JJp3gOs_tH&YGuI)x`v=7O;VAMIJ}1Zjj77WM~EO>IMM zTN6s#5VBU$ciI(@(H5XI7?EZPv(x`Ff4ym)cDrskN6R$5DquKuwEwrgMqPL^07XZo z@Zg!{VZ>qShxjxvG_R=!21<$un<|I(jWOB4Fv3>)l9+v&OeXXMh_@|Lt6%EuE2ukw zO^SLRJl(cKqG{;mCtdE}$?`>Ix-Z}TtG1lHR5N})jqq}TaTdGR!o373t%MVB8|_0x zIzn)ZYgXXUZ--m7s2MR(pO|b9`)T59uayR--RoCLsx0EIV4a=2r2y_GEce$Lk@(K$ zq^k-VBTARp*y@RCbJYz$Egav~%G(4u=`Wl7wpY)hWW*ijWt7NNoEW9EIKN^v>ED4P z>D$9h1Oi$s#_zpR!+2zo?#b$RO{F{gpcp2NzRP+gV61#L$4z8|LG62=rbBW&aU^+F zI!R3olq@`Xzx3A>DA6aiz0dXBtvab3S&EN06m5Kx;|jCx;#yU=ClM>|>{!#*+tYHo zRHy#T-7H@RSQgCuDItN;w{&vE?0<+gnI_X5X$WZE$O&Jl6C9y4u2vC}NTG5pw~*Dl z*K_|7a9A*pC$>&~uT1XTSz%VH#SFKi{<64$5nO@P3}Ns#BTV(xkE`#U zsas$Ox*9E~lU~9J+`edjyISeHP`2_`>S>PP@Rqvco{$Te?jN1BO!E-QN=oF>%Hs36 ztTg4ZFtk&Mncv-bM?u-s$^bYRU7xpK?p6D_qjWxhM9jWDh1faHt`HpfeUI?msqq*2 zQS{9rfu{g!jHs9Re=VtjmYmUc-&>%?`+<82!k?isi4l6_fVP|>c9Ysluc|saJ1;__ zvDk++7Me9k-P*oOtSIAIfwbMk$NQ_-cRbt9ru0dJ#h+q0YXWPbA0zu{%r>$1<0G`! zenZ*vl0bU2H85A_KkJ_?b`A3TaZ!if7tbYUQQ9}h$1XLF#VyiCO~--5A9P!A{OdeI>*V5k~T z*g!4R?aPn5GwglrFbCu>EO6tbB}=q5tMZhXa`tFoMmKA|F%Ab}Sl^MHGU$Es zBYS1(2yugLD3I$38xTc=JT>}x@T|r5eqNx?4%1aoWRTaN!eCo9U!Y=0hO<9(jjaW9>YySmdqrrGweFtsa}k6r6d&#B18FvyGbOt20Y=%XCa z*rI0vaS)1;)`jyw&Uw`DSpNlt|4qePyq9pUK>Y#IS5*)oINq7s_+C4cw0k*rJam*y zPc{=PIK5(Yf;sjEtrkdMg#0Q}!Ng?gKGG@%#&T9(KFzHzpFr!MFAx2dmPk3>)Dljr z#${Vz^VYWcilIR_D06~Hr9^|qWu+fZRU9?j@cWN1&~7)Why1Rky!F$+O&synSa$>L z;Y7(;YlWXN-|Wp&z^C^^Ebcbrq0dC*)*; z{%A1WOYsN9S}$G~*=3^GQ^K^*z+dW|#;HNyeVLN)rp))-M_nh&!s|i(U<{3;xty9 zYQN#Ll53~!dS1%_Y@S3qs4tmH>K_hw^o|cBo=epJa`qeAiz~iP$UrnW18!^85?cL) zk%j-J7wqzq_Q&3jdCX*+uzOO%!1lH}Nhg8$MMMVa|#f zJii1ZxW^?OsV^_AcW#;Vq_!5zVJ9PBS9ip(5qar&ep^*>gPm_GEX{!)fN@XjV z%<;OY*qvQtKUVzt9SmWk;$Lq?2}4Xo=)&3hk+lc@i^$%y|dPT~nC2+f>86uR@S4r-&h7(o!@HdBj`fwOkKj>>toiA_2goEgZqBg3Rl zZM5@t(rUFZ?E`i!#T6gH_N=g4Sg-_!AGZ;)6T=<)f4L^+847}E+8m@&ig@;eHl$yUWrzSxc zf#b^=Ba+M>BqVJ|*jyw&al7gA+J)n~8?LM`zol`Vdd&kC$oa6(Ae6b$ZaXi&Mn>e_ z{GYbQUuaGM7jNy^X3&ZzoA8i`Cs2911dP@ffIAHZ2h^qkWMm$;)<56WgDz#h z>x0Mc|F8fFw>54N-)#ehBN9^bqx%g?Gx}r^cviyJ# z`?W%T7Ny{=m4#Z9eZ67s#}?-U0J8PPVYjVs)@6q=ztHSq3%s^4YX5nRNZ&JQ}ZZ*&2l&M5t4?^~HwvJT4=O z>%+M4X$Tvke6r9c7*pHaF<<-8nm$3uPZMj_UXfweI6Kbkg7izBWkTBO#A~m>P@mzF zii1V#yF&|Ckvh#v8*md}oOY~{f5b>k4a%W@Ou$ChG;>#)Z2^K$XAA?Z5U27ptR~{H z!t}Y?Xl5$6u<#IzKJT1bZ9KF%c_r^MR@Bw75jgzLfX2RbbHQnbPf)(uwOJ=5q4$$J z`>AzjVs<=7xnCf!eDpI~0H*>h9LlmBCKK51R1~L9O0`UCGH^HSjkQUm;z<=1nIz!F9I0{Z{bX6kfbrefl znZXn2Zcr=kJGjPzOYNqBrPyvlTmB0zamJU)beFuI!~~{n=n1=Yz|pSsaEyNBM~8uh zgP|3!v538+QTJ=OvzgvcwYcvLFcw4#H?M)vKx^*sqkXf6;?W(c5waqBfSLHe<}D{v z>J7W&CM`6La6AYFHiq_H3X9Y-YAFe4`|RoWb1*H$tH}|tDQi`hBZqXDM^B#_s|6+= z(A**X_PZ=_!1%Jn3uU$A>vCcZJ{)ia#&mJO)CELZnk*Ze_JmYJ2BaO3TsR=5gaAaY zab>Xj-j{ALrI2Diyd)(IMV&oYn?})tu!bk1MxZ$d{r3w!dQWpB;uWbjg&4*M`gJV7 z$(I^1En6^X=8(qz08_aY?|b`%HU2h((H!lx8}&hBnhASXH9oj|z+^5kZIx)7D>>2V*|As10G&@&dIQ%vxb(EsB}Ac9P| zC7|9U-V}1>u32_HO}hQKDE{nY(9kuQ=Luo7TS4ZVk83np_VS*H4{D^>#W*N9>_ofy zM0A?04Q+Wytx0!WcI(_~$6~mQEwL7S{ehyv7-_#7;!$?@0N`nGYdLX22WurX@l^Ia z+IvOprE^>&-i8$yW>KhJ-|5{Ymj7KI(fuu%_`xn0mjG-SkI4Z{YO@A%q1_I8KX%|4 zX|81nxw;&h$DDfK#D;pj7FW;Kk7zV5N6thJ7#2{NOrx`Ok`y5@8|tNJH@@4~c>P&l z*8&%_l_98Ee|4*)DBfF&8%)Tci-404z$ObSfPEj}qkv*0^q&;@KbdFp68_m}dR1NC zR`Ypcivzobu2?H=;QrkZDyt}7DhKn>2megB<5R9OySK3460%cA8jHYU?m`{?N}%t> zwxE6s*F*+iAWi#iRTXPk3PRTC_Q2QG47J`EawshwY$}{2(Juav^)e4I|ItaIa%{I-d0x@weVOuckJhSk;^r zdmUlorPVhneBGUW4&ZW4%0}&H7iD_gL-Gj5gbsif<5c_1uCEtM=o*=BO^$|S3RZaY z%&mPLZ-Y6MQkpjDik*cRrt~f5FvNV_g?A$7AwJ=TR5QJrdXktH`+gbd$rrQZyl1J zAQ~ErLmQ_!B zD-S$5V4eGPGx6n?n6*2bE%qjkaAxGWCTOF zCDN|B^W>Otrig8}%}eU7H@*Dx1XlV=QV{5w>&dESQ0JF6RJMjH7Jg^Y!Z$Dn8z+*a zP6o+bRDAy#Hn|Ns=1oS$)BjkYqWZ5{clhA~07h6`4c%sxMO#{%bGo-NfR4xErBX}M z zn7l{h;8}>yD$lA1lW!1eB3PRILL)s2#Sl8@JkY_{1I36PF!H~;YQ#tW!v-F#+A+8~JC-odV&W{qNEv+;20H>UtHJYagMt@m z&SJOT(LPxqSf#8%W^dY>P)Ju=l`QxN6C!>x<^4kA^}j-~AO^#{t!bXft*k>2z{ak< zye!l<-|Z@mO9o)gLWx9KQw`^!6vhuUdinV&6VnvmdFzMcm(aK^S5>LjdYLxvl&XLj z0J}H!r7yiWd6!&*o}R~cnpHO@o6a9Q95od>g9Z~(8m{{^h=f?(eV#4Wj9cNUwu0jI zHI1POxttNfYwkFKMw$Ne@|f1AsgKtoG&f7Hq{h9sU)F3%XKG1ps#Wl!T?LTF+DggS z-87^uL#WYPKZ3CQxZjs$cJM69HG*LLv2^)QXaZ(NXgiJjJD*-=!rrD4%f5JieWV#F zlqVn}t)TC=D{6TEwgb3Jm$$uN0^B)s0fS~DZxYPmRWNhQC5e!VHfK9+HG5K}M35TI z*-_6Q_c-xgQZpRh_x0dVisXP{sS}swSrZ{~(b(DA_B9!3N@abV`)0==cN0mA$-8)~ zg-4wY^~OIeRD`vv7lerQWWSwU3Y>}fZGtDwbe>~xarCQ(`4alImISvPcI$3Ng|3cB zH~$~1-Z47TXzLd4*tTtV$7aX2ZQE8S>Daby+jc6p&5n~>=N;d<-+Nd6sZsT###4Lj zz1E&<%{e_s|IwU0tutkhL_V17t$A~jY2s#gub%&pLQ_s*XikGX7pMgiTf;L%Yawnj z9aC(HZpzSyZA0UZp?U6fl$w0w(IDvE7lZz8BhOcD8K^!6Y-^Q2TWiky%!B~E*eCxf zTAS~;z2_^@7h>M2rXqYUL@VEW)MnFtdt!{FR0LJJF2;!p{G+gcC?-r~kjtjn(e^Kj z2PIFYeBb3Rb+%a^;k(9*-$QlrgH|NDz8K3y;mCuNL^wlZTuR3psX5=~<&tAqx0h>F}Nflp667$;QtT(8Iz*s&^M&p#3I~it6<`G58nOb-#aLGn}7b!^C;IC6u>rY1!!8eExW)CzCClqd{Gl zLnCW`wAPcEO>A}cuu&9g-iXS}Q4V~pJEljMbr3cgUF_$h7l9bGi`ZYteyTzxxyL_8 zUfc2bSF?4CVM5B@aF1kuLw}}?DCE54lCrKFLd-AOwxfLswZxk zzGr~6gU1Ua|98XfsbX>j?a*v1KKKcypN#=FC&}eR8o;}yt-HT8bmr$ac5twvS*W3*>tc{_1T`Ht; zdz$qnU9UdrNqn4Se>iit-@CHbA1R&f4t<=?q{6y(ZLD%Ya#)-=aoT9?9ZRrq#MJO^ zDh96S$HjFQ@NPTq^+(M?c;OLsucxk!Fj*>Yo0poeS(d8T0m&G&?cgP%uO-wR<7I6T z=sIl>)<57NZ)u814ny<#YSFRdWq7Eg`1=}fFnN`1peyU;#?im8cgLdRTRcE;0ee|0 zo0r$UDfg`a^*Yegy*_Q&``B1~(WQu92_ltFZDz^Ph_hUtfJ?pN(p*5d$lWR{_6T`D z3FR8ZiVU~2qjbk@*omIM_2}YbOZVo)Io1!tI*j2;4%&_IOl}s1VfT>ye=D6~lKg*A zpk%3IvA9SXWu(>2Pv`8 zxRN>ChhTF>-Mw$~o9@9w?#cI?S?Beo>?_&M^Wg-WHK$sq#9$ERzkd-zwo#dvAxD`6 zB!pqQv4w>t;X{6qtP=m}M>obZYzc2nOdowb~OA5CXyJR2{P}EAaTTQw zP{I(aE-$HJkNhKw960`5O0y>)F&8qMGp$l{Umg=djk1J9n~+BuLBkm1^7@_7OHH#a zwM&GW85P;;#>-M3uv5lGj^CfB>^Vk$1Zx8`Yd-mYRYQmkQ=p}MDuf03tE=4Vk5Whc zuj2;;5rl4>C<2^pGP5Hy>4y;8k$3ux(y_yVZ0h{saOEDchgsxb&6xZoj8)7seCBj9TX3?h{x?;$6(iX*zG8?XBAXY^?YPwFrvzpIr6-w$uKGVQ2bx{+vYY zXJDE!cC?ICQ^P2?Fz(-VPs*ZSwj>;1uLmFR zi>*!vxdK9mnYJH;zTdpzWZ7cm1|`y%NG~5pyU$(EcmIv_a2HDM$xOyAFhTk}WIjdO z9E!a2T`$mSkBg5ghVj*e(awgfE!+Z@D!Gm6YXs}cE-dZ*+oR}dUVm0u@6~*@W#oy= zZp7?OgSa{jBPr8lFQtj}b_y9Z8VW~cC4$?bj2Rn!%?I73oWthHu8Gq&F5IP`1Rlev z^7!w-{D{@^+k#avZFI)#LxT(-uiO%vFJP)jP%s?r@acJ@%QnJ5xA|}s3j9C!9O)dw z5c9BIjOv6%>)nJARB_jM!Ko;q;vXbiNPsU+avQ_x7!51b@8H8h-(7;U2DbJ@M(a4p z=CD>Kjp?mVknN=mW6QY`(F-#qik(_sdpsT|6If)BXaci1Hq}G#oJb#2)=N2Row>X^ z?OIdSF$i)H8ZNf|Ac}Z3h?CHZJXLi=1bA8QwcwQ;7>wtGvji|+iz~z6dZz(*H{L)k z)lj1&Uhz;CR%^r(bZjFp^&CI#e9gwQmgV@PB{iiy0{)1&N$- zh*K9AwR6hYBjGAGCl#9Q_O@B}GDU**%z`qx7+MU*DATf)5=6mK0;c&w&F7M>%tZ|h zdX+!w;gqx^C2#~O6Ad5r)Imb$!H`#HXHemzSRj)!xD==ibq6<2lmh%=YY8&-Qi0Dz zRY!m8#(SF(7OXsaSqh|j+8mGrzR%zm3wU(&h8P7d27XxvJ7?0lGh_9>AtMTl#o{#@`wO0OBv#`SJ}v{KMFjKYoQSmW4M+G6gDZAtKN+J6 zg4hl=;edN^s4{cb-1^(u<@n7KVW~d<8eJtG>u5l+7V9O=jRHi~fa_MYbv%6lR})<@vnbMs`lR4Twq~_}+Ck$5O)<(A_ z2vrBN4w{PRMLC;TulMi-b?2Mx&z4C|24jYZTT~LtHl=Zt{FNprAM4TBH8g>t`wUYZ z|A|a0d5?54rL zk$JP8{j=Ltvs@;0Ic??$?^PHn3H38sO;*toKe_kt>fB?x*zb*yS%R||pReL50k#X{ zELWQiYdY70A%CBeP^Rtom;c6;h*qT*aC>e-_np7p2TyccX67^vW`qrRHnc>Q{E6>- zP64A~)YU0s^^7z{T(|E=%XrKYqZgh9(^c2H{_#HmL@6#lKXy%%i_~;b#sOE ziM26GWTt_hwEp!huT@BUzqzv1OUJ6oJ+E)`G3-OzQ4J2wr&nnA-P#J5`7)coD_7dd zb>L)R+HQrsC{0@*L~bVYkHsl`FQVandj`-GAx@3NiF`trHuRMo4P=Y&F55O@(KYJU zM*d`;JcbgMiff@_l$2CvAH6Rd;Bwur$57dm7l%k?l>n~L*MUrG<9SzoS+UNOfR8v+y`(Jc%DbZ8OcC-0uIOv0Y zY|>G2TXvrNw$nClIzaI;BHPTar|U) zN6}lhHqa%W@=q43uV8D){u81vqP9$Qu8F^gk2~+Qv{a&$qvtPHBlBeI*u%~bnRQn) z7uzc+qZo!IoWyC2D#+POdOtn(deA!pfXVjAFz`=ETs!;|?W068ap=jHp>pwb*`=3* zK55@gn6OWeFER?W*C@hVLCT4KuS%?=tZN1UP&yxiUq3`N%hr6Bumgd?No6Hx8C_Sc z@1&)B7VRS$C0utHA>fRz>TrZ0{qj1hN6$4a&EEwshLKit_%PdU0o&!7&QStXG0B6K zE(kU5>Qq)L?#$AyMW!WnNu5l#1)4!uD6}_yHNoUci;0O=L~g^U04yLFbo6>@MFm66 zz3J6fDqM=UP_VL3ycmFA71@r@@Mp^NqMxKlSHuhQo}eytvvV2O>q-tJRaGf!>bTlu zIpeE)T@6GV^z45zRaMBL)ETh2T#8w6qnCF;wUvReCrLSg%~XdwU&J1?IA)DAl_eub z2l6)#<-N)&D8HJW3Yk@}lJS@!CS*}TUs~J>qzmMbpGQ=EulH^(`%}&~WDD=+qYC`H9 z{uEQ;jOx|k2u#!_y*!(A@Sqmgc8z$p$~RcYY~{VXNo2f8q3W6L)w#VhP9bL{n_^X3 zjFlz{n62+`o&H~$)SR;>_<(yU^qexghHrBq?6{Fu&rd|dSTh=ndTNc)8gygltV94eNkhLhOWUBT)qhO<#J(1|~-34T3Ecis!fYnk0-8 zw8=J*KRWo$oBIPGwu;%i$`WF&B|&##T9gW{qGHAN9JWldUlLUzC{C(xT5)DzN~blW zQ9`$Af741u@U7C)FAObbjg5e5Z=oR{Jg?DkE&byvpR&e^r!YuSO4L<%c*Cev(9Qh(q-&myR?^^YVI*uAaGamxkHV74U%9-gV`GWt@(YJviU<& zypBg%rwbiauU$bL8#YaoDd3cwI-VI=VmrS<_@#Ix36$s^K8R0rmhvXBawfID>EqV5 zchUMsyV5IkgS`~YNog&uD@EPbXlgO|tG6a;$)c)K^b)~3%6GjuVki(-$o1@)+Bs$J zEGr+PO%*!`Ol3@-dt9BUD=w>GyTq{Jb^Uv&)NoFBNBN1~PbIJXGO|W1D`c-zSvd?2 zL<%b0LLcy`V4vlmq@7H?CU2xu1gE2R!Df~v!P8s?8^!(6N5st1kM@!Dt8GbvdgIc9=YHVd*4YOQPmf_<)3 zXTSBqQo#;O%9N50nNZMN(!vGE3LAZQWgY&9 zw~yD)zxt_-OSx+XQ)a|D-@j}2tY^RT1lz)WTrU@Qj*i3m1=I(@cfDu7!!n89kzrbI z(<|rzgU!JCuFU7J?G68H3%WYbejR=Gn4^4d`prqMb8G#7oKpTrZHU^4e0}onc4m|L zP!7kHXd>G*7fd+)X_CD8s-hTk6T;uRKKWA{F z|3)ee1t7)%yfLCGIjn1PbJA>!=-<9;Ay4;EEbmv_L-+?4>la3L%v<&m< znXbdmh_g?J(B*XIcKUc(goU>F)f$l}A!cyajx|%aKw7vV5-nqkjMT222KR|RvRu@m# zI7PS<5Wnv&BKo$0M^tca7ISq3w38g zp;};mzWGtKyetLS+TI45=qVj<^`kxUzn@trr@$vR;QHSNBl25&Pk!TqXdbL)ReR9*<Yqd#Yzn$bsIaas#s(T9p3(M`#TbexdIT&dbH4kh#y?Y4E7nx4 zY8Q*K%6)ZB0$O;fCtO8nzGX#fx@sElJcl>Y9*nXH^|! z8K6RudvWeAg6hpWeZdoV)XFF_ ztdDW&H^vemGOJtWCgZ`DYUw#II2RL0>QCFX_KyB z6D|&X%%waH_yFT}kciZHqc3|Y`>BZySAxauE=popoPnzCo^KD;)vZkJ@WB@5N%OhR z0>5X&oDEP_^1?8&rEKCpgJo77_0Q08Dl{jcNZH{~aJ-h_tj^VeC;RwE^=}3|tCbi+ zyay23Tu%&ZW4e&zu{|r;81;>k@zt(xMmvueXO|)%v0M!UcHI36zdXkG(g9WkBWvZS ztMIxCXN|~ZE{KgxKgLZ7;TPxPSwMEKncX-S zm+)9=hoXMp`WWd5M_`5M1ucwmsmUj4a}hiJYNkHT2H&y z`GzF1i2(&et7N^#FhiF7n{2xZVp_noqSetaOW$C8 z;jOjoO{#fh1r?}>RGE|qjW`<>Z-cTx@ErKO<=pOUXmdcCi-#=7i<_3AHnT+Pr^AxK z1-bc8S?HY?XZMyBYRCxvl)!_c3Jnfma(bnm7y7PCQJ95;cmwB zSMYuYcK!lX5G{HSayMj}h79Y+&8&DWjdUBps!}}E`}U2+Txq*!tk~0Sjx=XRkUjf5 z@&3z1$(Uc-dj?bu(FSdAU2g*sLIJ{j$Oc_kBn0%212n1OrD&wBS=`@?XbtE#<}4f- zRd)^CTwDti5sQN6#}t_mq<<~9+NC)siPu0BbcAg0A&bCIbOjSN&Pv(>QQxPFg6)Ill z0<~&la{A@9w+Dk9Fg*yAIY{}z?x!vdl)6+xinOo%%OL;yovLy2)*~|mW|IF zT9@U!`r6AQmBzoh&b7^lITpf0@+p-Uc2MMu_BmeN<3b1jt!^S(={6{)z#Hw^Z;Qj7 z7BWpe4j$VwKljrf;2-&8viWr@|Gmrqkia}{01bBZ3&n`M+}=b>>zk84kF5$-S&nZl&xtCqU(I_pQ32hf`U|#`kvEQ(_bT_^}|BYjin2WkYJn0Ec zVA6nIC!78_U*MTXPgcf_g32FNU%ez?)l~b%BC;{_tgRYiFd2x>vE`gZm-73iGzu5` zh`~bOTad~9Qp&+gI_^1Fb98;=hrGL~WE$d*uT#LHc973uS6I+diA<`kc%#mo9(EaT zR^7M;CWx%5A$YA+C%C-J31_3{eV>l~h~Z7ZbUFiM1?lM|r_Dt@XS-f0mlFAHtp&!$ zw!pTnlUm~*#OCzJY2IH<<@mnL`sUKp23Y#TMx38ycU9_C_ z;r~36EWo$2H-(J3yVpmJC2OHRC54z2C)kD4d_~Yocq}X*Icd!yogcYi<&S|@OeSRj z*w%wsv}GGBG}a0(#6uNKD9RXn4{yI)L5A-R52t51apBV91^#RIj)uDCMkQ4Uw;B_- zFf!eBH=j7a);42M!D`gKh=1A|3VWvHXV5@S#d4$wGj9I6Oib0o*A!z%7Kzr96(ejl zJ)LDCY7w}yu*W=T((V+2rCIP*Z~}y384GOf69?a(gIf2ltMtSUq~l^`OD!BaujRrYVnQXV3wZ$&scr;lSj3m zO4Ur}9Nxh7rnsKv+BoVnh@pxt(p1CR&F)>DJke{2Q?H@f3Mx5GJK?@FuG0PD9g1g^ zw&(K=auE0{I0wv&+wS}<_g}23yiUwBTyT|t%xybRF{#*&cACY9E_w$dy=l75!yLoo zEHg!W*4WEkduUaZh)&a*PP(t87D_~Ha(IzIw|fvrk9CbwfPS}h(ie~ag>UcDb8YzA znvM1d1xdM*&i5m(sVriW`~s&|6ZCIz8H(|kHmUBDU-&G;~MxB_%#$rAt11_qQ! z2(mNn=CcW}VK+Z(qib2kNU^N>eV7=Np`robjxT@sf!BO&Mu1Yg!wo~zKL36qx-OA> zQ3VNoC2`%$CUMt;V`wSlZl`xwpQK11+U@8fVGz+ZmXEW$DM*T+^lkSb8k&aIV@AU< z5ziJ_uyKs{bQ;?pA#deB0GkOV^z-f$hQ5}lg&b#4?}oN?t*Xbz`G8TbcE`_us{M-| zEnkTr9mimsxZZTVHLpKrm;4*b9PCfrQ`5hDjj&IZRREGO-%F~KP~7M3&9zpC4^)eg z;-k^aDa;1)yx;#0SzSQrz|{QGQF+){?##n29p>0q4I$!Dw-*;jrau|FI$NU!iV7hX zdpc+%`Zi*UYecnCg*s$HYw5Fqg0p0M>R=>AkN-k5nb0@07rWHT1Aj=Vh7{5y3jB*T zEBh-@{hhVRRqlYqyj!xG;TQOgS5~#pRUxGYVVi*<*_MFV z;R<~6YSKKJt>-TdC8B_HmT}=Nobl>T9XpM}I?KJo2SQ2d79^>kEkkY;EFyoQpLxQ5 zyPxAc8LfoA*Is^m0yAsa!DSF0(f9q(c7IGTI&3FoWNzc^lh$fY5!qf`qj;*nRQJqR zTQnWTT^GV|h1Sj6vuLX-^A!sfzHtYzknw#DDeVENr~sLz{SMRp)^v%2_jfy}(RMuK zEo06a_e80Luq6~Y#5Znn6VR)7K&s*3Uk(utR_|ocM*FUp${73!xJ!cKCH@U`$^zg}T+j$+BfgKVtLX{{-`jGd%rzzz< zLIdkj5sFanvEEE7q{gS)!BG?56UKY+jc`PA?5UV`fv;xRX9bluC}!4RyqPY)1xMh0-{am3V}FAUhS}r~{wg{f9i^_? zlB9%}6cuY59n_II^a}XUiS=waFWA zqInF=(I%Qigcvpsfw;c-oTCqy%Ii?VTQ8RrO|@#L&kl!S%nz{?Jx6`Ok*c!1GjCkv zd9x!n6@9i20!Nk0nv;sdmN1h8s>a!?Dv#VWEc-~C!BTOkNPOc6mKmo!U{t6}C*|H6s5N;bAeg%U+8 zBT=4V*DezU6O>-_BY0mDK18v`6d0&W?$B$wOfyW~dp6~4E8{eOinFL$0P`1&3>B^Mx8DWbh z+hBcbq?Bm0up|m$#&H4%++d$v6>(MU+lLcKeyqD@mi~GJ=Ku@%ONU*li3{7+%QYTQ zc$?XejJle>tbyU8P*I6I05VB_)mIT0O}A%FV94*x9F)Xt0_Qh}u@AUgsKyy_^1p_d zi9x^7*JE!vg0P4Mi3!QZLHMcM+I%`A@sIMD-(wx07JUUTxXv=(Ku9C6vUt!pd@-R4 ztkQ_tq#rBCnJWR8F9o0y%jise@`(r(68oj_YVYNz;AEdFJ>vGd_C?=%xx;(Ji#nd~ z!l50@&vqxRYHsOz=ev!mI<|_c8c4EubZ2+tg*$Hu$eWG=V@Gn!AZGwnW;BvppR4Bht`H_U5vk=<0=M6Jn~xOZu?wC zs6}7IV8H-cc1^mn|56t;?=U})7|ADY`#R*1_s;GhrFKi_Ju>%K{`d2(0nBFm{oOJa zWNhP{r%-j_SMeW*R(s-6po)XYiqq?UGTdvwb*du4k_Pgx)s5Uj4n9@XLKAIsuj{HW zd1h|qBMRFjo-LcZg=N>QPHJ{9+XTBFz^8sn8eQ>WXkj9G7ImaKo@x-2?gtIO*UCFp z7hRd~QK5NvF7T7`HQe+1QFb~v^vCp_sYY~^|Kc`8xxI40PKY_Hzr8IHk}m*Fw&vyK zEq*q<;Xl}n#ujp3k0?zeGEh=OO_ubepggEGM=Q97mQ}nfb$#T|$i>P?jZ@ZS}{0fKxH$gOm$6O~U+RQ096aOF?AXdtQU?D^DOJ^ zK^VkniPtN50o$g=9WN38t1Y%xz!|qXJ)Kj%&-Bgq^q0viqeY8L+cnb7Q41YV{NI!* zdxaAg`?``5y_Q0xcr>B_(^cwq$NcSObaJE3O_y&Y)(jaYvFWIxf@Dlv&VDzcczEY7 zY;7ymSl8K9j%(2@M|}$nDC%SG+M!vPCfnoky-#}^icDWl=fn#e8lRdcIYTg-+!W>R zI5+`VT)3zDH;h!*eA1Q)82jYkS8z9N_> zEs*z7)iyk^OeqLf z<7sAn7Upt>31TPr6f_CARueOc`RdB& zyU6n6DlH8Swu1`d2JQ}SRq-s&C(Blhlm?I_>uSZ88kT`9l|ImYCOm_|YJu1r6&}F@ zYhNaNf0hymx<{BdxFpe5c(Ikj!f8^$n*|H3#$pJINbt;C*}SfFN-}xvAy-WyJO&;? z6Qo@;lYgI?;GRk8O<}?wNs7-Ux8Cn$FDpQ>UdRQqwv$x?jpQ)#*v-XddNwf%CzW2` zKc9R~6&S=BLc6)LuLYacZS6NMXDjf>WnBW>T39A4@nnoL$g2i$R55ESHC0#Ky2*W% zG#6z~!KvI6Uad_;9yFW6wI}?byp{)|eO@;+`!lwkFItJR z)3AXxC{U*=7K2He^mTVdUe@M;MYjl_Y(J_?L_B?Yk%CaL_hms$r?ZAIpjnm#odmce z33fJ`Y@~ooS}Y~5s8W(it;n9>$+QV(W5E;q?=&c3v{JB+d3_|Te*H{c(MmAE>4OfUUTwKs_0P+W_rmKxKI{u zGL@Yyl`N>D0jD0+R-${F_`S#n4Mv1e9EKYP^d<#-{r*64FLa&!)snN!3YCI)w!+&t z>`+FOcggJX(KNhup3M`RQm~*`OxK42+7`8_Hb@!TgAObdQT*fp{j%-+sngov;s9`? zs3_wVGUSbQ(*#%HY-YRs+%}FBMEpmxnXVcnp$ftG!^~}DGQ)*Wm^kF;zKnxAM;3nY z3ars>Ovnb3&_bAbICv^Yf91wV)=5U-C6g_d&X<=?3#I#lDZ)YlppK-Y!vx7eyu)Vt z@@Q<%@PF`z+KfcMy~aRv*tMR+v0nFM_zKm`EEUZH@6j8FP|xt7F6 zpeGz6q_t)xB{cy5Fg4haG1{!0!6;rJ1!y$GT8YS(G1<^1`xQ_&X66)VPbrgypqXkA73W`4<(q%ni#D48Y@Jntc=&bB#KQj$cP|5DY z*EvfxFwvY%_FtqzL&|uV3EpoK`&dj5S&MHb4c$|10G@4+$(TOGH4n6~?aXGE-GMtz zPCcoCz-S@m@TBu+Rm~!2sVO1k5!;~j!Yxj}BSFgNqY`3iXQUM~aH5>G?&RZJFuRa^ zq5($izJ?rQZUJ$GrNV%}|34jx|KRz85$?o!BW3#=C;pKaDZM_Ag9c?r{Q$y6Ncg@c zS;pRjC*Gw`lOwQM=h;fXiDKImdG9Y896$ES-b^59voa%oCPP%rwmAebZGLYs%igiD z)fASwTDQ9yba9dxu6&6%wkO3!dgu;+WbyYDEkt3_@l1A&{!etf9W5>+swt)}napUh z@tDb)1ICk069RUtk8uL#&tHZQH9HPh_S+!ngtdb~Usts+{J>_0k=zR3fJ7w(*AtgQ z6|MhBWh%MT%-z)|BlzNY(Ya&>>+h32=YE@l3gjwb>W7E!nNnV#yY2t>Ge*q`iHk#O zx<8Db?c4YEX6NGxs}-!_S{)1*aW-4NTa_74s=uGqYPt_8x-Ng2gT^)M{zKBNs$m+G zc8AY->JG|llh{mbh!<2Yy2tt_9&5sBE;Q!7HSzVQvTktPbkh^|KG^iqlu1GC0v9b!R zE*13s5^06_(*XiLehiHCX=1arH+|BsiWgYAu1GFx?HKbbLY3VbI}O56jMq(U8Wn6@ z{PchEB*}50rE1f%M?*|dga=_F0tJKTM6Wi1T9XLP_J_d;7v{EnH6i|2fA3pL(An0f z29Qe1cggucc9L$h`?a=F@DBHE{`?BY`Jz%Be7AyJ&G`illUf`mn_H+<%MGn678Ukt zTRT8kv3NOSX)_7lRx*N?-btT~>ATSeCoi17$v?UMd?7E)a`Gbd5 zp-kR9nsu_xQt(m!%SOffT=AmO`46Bb|{q4&Fgh)lSQn)b0k!apK-LS_r8eas?T3uxh$ zuciKh(;pw{yMMp3iPbBCzy`WlH@Z-8JsQ9$$k`>x}d3te)uSm{o0 zIo}q=ul9Wb*q{T1xaW-+F!*;~s&-l39obm$S9%D?@_!z@0h|7_fSfO+O&qo4@0UpX z+py$XNJ`iXJgwPu&g-*+G8hKYrQI$P`>*bgRV;Jr4ti`Z+rGyq8(vj0N+x)v}D8z?r=ZpwQvm4(&Cmk2I8~VJN zZKuVO!L3e6kF|4d`&Xb4tZwh#pfzZ$zOrq$olTP^1Irso znG^tFZ$R~xlv4}25w*|J9{)hc?pxz|e=}8e9#2A(CUQ2AvtE-VGLo{{PBr~Li{1R! zXF3J1tS-zWxqX21^Z45yIBbvl3Q@n1m&`x?=38bx?mJL{$tvEhqs+ zS*{?jsrMdG#{Ue0QeO5)#*6j3=r7Gxa)66x!RX->>4r5kRlSa+vBd``1vT!^#2gF` z5E#ACOZ4TgVGlFpf5oCguH9z?zI+bkWG_JNrdlQ!m_y^j1&D+QoY;2iiv4CU1-|!X z{eOG|t~@=QB!?XM>#sX4&rYt(>A&=@P?Ynvk~gt9IQfhgOv{%n6a2IdeNFbi)^It1 z(`!G!T%3x`b%~har*h`?MhQ|zgtV!SU?4^X-f!6~I7(gp%{K zLyq;7)(7t2$ zl%$1dx=x8rQc3HS==e-0;3;q*B%UFixh2GHx^$I7NeQR&Lso%7IVVp`g(8>*-3x9(4!?166(AIJ$+Vh>t5DqoQ!2EY1Kb}Fc-pc{)yB#Kbgq+!#KC6S4k7L}f9wgcMXs7*c$pk|-)2a)Ln8uA+o8El*AxXMgDG_CRY)d2}9f^lGUj zXi?6L+JjFZoss+|E#OOhrOhGkl}CIKK*~XpewIkmqi(8>eFzcP>7Ug(%LpU zips?2v$%~quKp&}qgY=qakJevIP-mvDObQLBP0PC^NP$BiC=i@GnsYYl-a+j10J_K z&1iEFTNTH8iKaa?sRHoR8oLh@zM5n|HSYAhZoGD#suJ>lrie%g%-As{7o2Y!V*NQJ z$n=pD{ol2~2`5=`NFfyE6<1I30}A`sb+t0%g{^=O-p=QN`21hRc^>mlH19zIvakk3 zBp}p-y{HL52db>g!3N2>P4xBeg~)0zPYu6cCk2-X`daw(i5aycPpMzXQv$Elqz~R$ zzCc|)rlV%MAeUnNoQp=BpA>+qG$Nrj5t#7v0OFL|sZ`-R+EFSLp0J2a#tLN7658)< zgrX417|#G(;AqOS{4+N4n2FE&6+}@IG}(`}eOrQ##yR|uckjJ|u=|wuUx<~)Ku148 zhD%GP#^a=oLh{G}LFD|h?I%$wrnVFA94Ri!u?vaRBYFP-#Kzv!0`R$#<@^16renJH z-5!sC$qG6m?QKbXu|D?>QhK=cECRN22F1Ydi?1Iis_Crfp*uw5G>>br7o>>kfiCmb zqtzm8`1NdG6galLw1n7+7s}G%kD|2`Bbf}sx6|Il zKHZJVgaDY7U^><;2~J4Sg{ccpoAVbRv($UmQTEo7M)Im1oQC$Zr!8m7fYPfpUB2oF z{@S?(&!PBF>G zIqjuRNWbq_)>=)J0!GeRuoczjM#h58k1?#*iC?WLA76!~Jr^O!w*&ygi@<6Zw;sVt zy}|Q2Ex+yjyDy9fvcC*q{r8FBU?diL0s5{2;u2?TC+Y#fmZqIMe~OEMo>EltyKz6$aw+ zVYb;ga{9<63?*m_25YfQv}J9%@c*G-Pi(jHvVKl{``q8;J|jBKCuj&I`>i;gNoCNN zGx&Ua=2HzSteD9vr`6TSlwC4)AgY$`)80#RqR!5zHfSI}WSuCLhzKfM)X*}ef5IVc z&-4m>;~-Lrx4L?}fav!=HZIl;5-HO#l_K94Pr+3iJ?iOZH~m!giy z(XV^Hn{SR!f|`#PoKcg_ql9MNpp1kY)y!ZTTCmaq7adlyBvm0)4qbi^c>#`Wf`h}b z`G9G`l|6|C5;JNb@L@6qKfl2^mZ~M+AP5s3NZI3gFW>HF8ba`iiP|s8cD~eK4(q5B zUfnIfn0{5rrZF29_Jjek(^cUJc6oo5#G{N@11=kQe7mWNEkS}zA$q4NHXoNxK9DoQ zVh&EM+)+Jv6%Gzy%<2YMrb{Fdh$kwMf`ZJt;b6%mI+<^y?#y8D@B`&v-5EZpQ$=~9 zki;=5ab-rX|4u~Ci7GB7%UCM&tNkF79zgjICJoe`KW0XgRDm^4hhjj0uvoUyV@6QJ zrOaQ)E|*E!;>u_)hYpCy!p&?wRd$N19;Tiqes6V0KU zGV#uhtC6?i)7Xtfv-ce~aLMAzzsV_@T8ylWu^&Od)e?qKwJaMFaHSTY>SZTY`B8t_ z>VjG`&>c)ZiC$2f~$Kxfq5HRLN)+mQqy*7Fa6SYjhzyLuuQ31aky`l=%&m^d_2W>$_4;|B^n z$*8V5p)}5ETUBh5zwBu}I_{{-tMw$7Jk7Q=O}CY|yWP5;Oo!gIU`e8~)@1Cc8%1P* zIpppk?rLsQ8si6maJ(HM2*9YunUM1Fk#`teSxOZtEh{o)HQvq+tl-`Lkt5afcEnw% z>uN78=t=<%{-p0_T=o3pn~wIWaaGgcO?0h-VQVg&PI~C44U?U<=&Vs(s>at)MFuQJnAJG{@ZS%;eRJFzi5{bpMuf39k`v>zkj~3^{_Wt=efJLn;N9=78 z)73EBV}&xu)uI-sTi|0KsLI9>qS4#e*{TsUIbSqvFml}b?msz=q$gk~k^HZ*RX2j} zh*LeZp3(UAa6P_g-nCj|4CL-&_A^sn3*6f9D(DyApk* zCGT9k;ot!Cq_rz(#stI3r@((e5IxhY)c|3?ZKU>_4EF&(VdN#%SuK~aWrmG+8MjAG zUI)%m)k%><8;`Yx-J&2>pl`<0#2cu#{_WeN-_061k-#h*wQl1P(11>k1sa6!SP{3< z9n`#`#Ln*L8i)Hw1YS-@Xv|cZsf~A8gtlC7pzKwuELX3JihNtSU|Xuvz5DY>1P<&; z>uJ|_Q~Sj*U5x5ey0tfG&J}S3#-AXszQ*lblLSDEynxrEM6UTi4?o{8Ffj%u>|)D5 zg2*kGW8I4jLqesK_Z{4r#qEnyD9jT0wFgr`r3V}|dXpTGZo}5ecdnxy z{eKFE7vH_Dqq9{^rg~d(aamw$T!AfFBHC9=*HNA5!Xawm=AP9YX{6zpYK!7JXub4kVKj}pN zV}UU+6QHSc=}z(SSz~pL_wz+TJCe>?)~$#Q*JXS!Yhv#&F%`u8Nw~!KE;M^+sw|nE z<2cjveNji!%#*5)uKqDghI=G(J@!w+T(37LOduR0YhvrBjw3E45&a;be8acs5;A_I=e(!2ZFo1y9aj(?(Pl&g6qcJ2@u@f z3GVK`ad&ruyW8F0oI7Xc{GckoD5_Gc-nF`)?yg}h%fGT{9+~vbFk8U0K6Oc68vh)v zi?JgV`En`1(U;CsbN9Izodc>64La(&sU#HI=|9~RJUz`p$AC;<%WXsAMV{aWb6%{m ztzLRjn`%O=>~ip9Kzy)7H%#2j4dhJ60>=@N42>on1gYWn;bD;Ma_LwZNbsp9= zip}JUn8HvAzP)6xBN!k1)&;U>vKNBZ$}IR{jCT0q!?htodBV4 zccxG603EmiFHv=^If7k#Mf?31!;2lwHRz|lv1GYAA~OZC)3zG7D0y8FKYGanqjsC_ zf_PWlaYRc?`R%SyTLphNBcloQ;Tw`r%pjl&WpI(h{z|!4+%$c;FiK0-YyA=$yz@-#WO+We`1B#{_KCWepyb z`MD})OOLsR0kUzD2JhW4oUnO~13qc~%X|jU>`N&Ftciez&@Kf8q})aiC8v<$>h(d% z0oZ2!55!gSkd<|L_N#hXyPX8$=XPn$xvVhg-c<10M+D`s^imzHulK&PO0NSxH5i$P7J=-3@(CUBJ9G>)A}RNToswwzsq zIsbg6OYhQq7$oEbo$phkH?4o+n}9^nKXE`A0W~LISOa@6x0}s}L1z6H7n9#PdfF4k zn1IYYp^H>MM+>B{@G4|#kYwry@>RGX$T$ng67&|-g7^tgVs<*gtVbgzib+I)`OXb4 zWy-`>kb$O( zSn3FxID8Yz0?S}zrNC?0jQ|Q1k`=$?eVaKP@hf4pyd8yw%tHVOJe$5ev=)vA++*6t zQ)RD{c_@CryaJ>|d&p$w7Bbw)_+-We4bUD9g{BV-yo&aCi(HF4gPla_{ zp5fmA%Wr~Lfoxi$-U+y$(Sxy04;az=BxzFF?MOmHjV2KhZn|6M=hkYA-ir&Kv_7d{ z2c?f!Lm5Ewz8S}+AP=JzK)Z5~vX-E;nV8W^jqJvcspSzx7NI>K&W#kJZ#-9w9LC2r zSUyeKOT<<1`$k1OL&Y>x_fPK(X!G4hbvUp*8Zw;m=5p@IUX`WmvzPuE%fYs#1oQhM1Sh4puiF9^_DoE&49D&f$SjI{5=l{1|0Z&3blo-|0RPX~=R zq196RI%xdK(1Z}JF{PYeR1`R8`3?hif|2jdoZ0R6N`M}G6(2&4N@@6a;zq=*1@VUb
simjUm_j!(e@BE?)S^KQI z5cjw;u|OIyx-`J@mJm|_ckcBK$GsS0(xm$})(RH{NgX$399&{^4 zHEWxL)sw4e4DLJ6OGfCEH5ZqhaMtcctUXb|j9qM4{7!re&&(R3B!hs`^dlgFgWW43 zOdHE~Px9ykU0Hy4WW8txGYs^JEwX@d(4uL-F0H;jfy7okgRdwtn6{6wdL?}4v_9$3 z>^*w1Q5bnlL@xO;K<6iH>b#<@Tjw>5n})Ql)R)Ig@(VW!+Ju6nqHh~mcG8MGDs@a& zW)&OW8^0qQ{+*li0EX@>mD*_yA1r;rRXfvi4w{~!gwQ6N)%GnP#1yhLC%cNLPhQPY zu2GtqCca>b5_i$)!8#haS$kWkYe97XPrsQ)q{ohKnvSxH`w6P{dc3JZXN}NV{^WU{ z0-0ShhtOSwRXF)JY=4#V{N=MVRX>QGG1A%1DO}TBAf@qN z^bn!l`3bkr?Z8C?*!p-hAUb?0D(yj5VI&0%BZ1y4-VZAJOEeE5+~QKIpYs8h5Ol4Zhiypoc=^2fglz zR)HW2y#Ag66J;5k8b}wfm??w;eSqHV^^}HM2dxO3S z>h}{$>hO|$BpF$r#jRq>0cbv#pqH}M;3dG1VA!m4QBr(BS`?FiDQo8?VQX9-*~fJ> z`%#(fP4qFW#4cLN%QCe|3mzny)4D_DC}4hO_cAT2=@v3z&n4d#+cIfkq%}}3hb{sv zVj7&d7t}TCdK{)+5#c8*-MuYd3IlVFM!B*4-U- zkMC*d$QS;q9A=gLY({&(Yuddu6@i&Fz#%W8XQ+UkO^~ZG+v=)IUP(L2o**R>GVPLi zZBhG73FmedxCm-fVc!u^g@~FN(Vei-S>o30FGI*vdNQExe5dz@PDMxUzWI+GcEn9a z=oRShclm+gLYh?kOTt8KZ-yNA<29`}?owU+V0IDU(SM`qV0qeF5+O6|EUi0e*a2vg zRa`wR4E0~~5}djKgCC>y#x+njS4zS*r7!Ej-nZ@eV;<9O_50mhUJ1AK>FX5X_D8?A z9<9ffRCFd=C-&1TuT#gnn~&*v_^sdb9kQ2Sn$--N&H@xCdj<6Nx=>fviJ?I+q2$G0 z>l4uhw-fO~cSj)LQ)@Na^>SJa^&!n55~O{OY*JIJt;gsJgt2beocnm*vC&GFpZ`H| zN2Vr>{>e`|krdz9n9z;ZrgHPp9_C)ShF7Wwsijq<0E%%$>t20_*;)CksZK7d<`36@ z#c({f9bnKKgAAh~(YbuJ;!;y8NB_RY2cfV1cieL?c8?CUZv0CMqau@fU9;yzYUjCG zK)EGnH7GEKy&I9nfCKSr;c%%yVHb*7vm!=I4`mF*B^B7knnM#@oF&_=H~O2`7YMU0 zjFJqg^GjfkwDCqg&Og+X|G9ndDx)>=p@w7(_D7o2)o8AqJt~_oMN%yK+QFK<-F&>^ z-F9gi-Lkflg8s%yv^!Ob5@QDL{U*iuD)+6F@|fmq%(A0iu(vaugj$`}yQ?^%D1C%f z_h{EBol6q>7adYF)d`M+Ic;x{+XTme__?Vl+vVN6ALjcUxcANn_YbVYdr9TWX3ag+CEnj#f{*i%h=tfM1UvFC?GtkEok(x9_03mHy~#gvYb2 zWkCsbHM`coIRT|>iim!GW1)%)Y1;x|W-pD|V<&-c-D7L5UXLW*e#R(3m*v^(FG4;$ zDK^LMU(7q`CzfCP9MIf9unFMt$O@Kr*;dP2yjSY#4y~gI?5*###o7RiZAKC>%3{B= z1z%s-_`QuRW-ZypGnq&H#g$#Y9eeRN@q9j1D{5!@E4KVE8ZGE2yw3`GsUkp|5#2KQ zd~R^iN(NzXpgFOXWuWSWiaSPW(poq!B1~!9ss-{IXfqdhYjxiDhrW1*&(2@kKDRN4|qWB=+BrNdRv4IXy!Dy{X>Eym9o~`*8sl zE01_YcVUOpk3rZZ0Qzl`Fnp(A?Ra!#`h2LK+a&i4A zFbi5$nAdi*`0DIKr;WZhVUDJ6jbAA7?$562O?v|E2^lb07 zvFIxbRSJ~V#6cnRZshPdOs`)pz!nC&0=^bLOeCVc4hRFo*T< zC^GSCJyZe7_-k|XC-H3M9VVc!ISj2faifQcYUo@+NVt%sT+-(Sl5#<-b2{AT67~Sf z)%yjrSJcg_)!8(-o|^59sT}{2BHUU9e8xJTmX15Rh(mn#VINk~6oW!-&9KwxpwjnZ zRhl@OOB<=lVOk9xEG^fW?|;=Jos-ojx|K3e0xyEYnZZ#I05X;4_!Y^^D1@aqfgRZ# zzBnfts2ukm_}9C)n~k5`n$lC$A^?*jI}0d~hXpL0Td%nw#98IX0PW4oi^hV|^!>Yz zYm69ygY>y(JM&l%K)4P6!v~X}lILu&KkZa{Pa==}e#caOdL@#HII1B7UX!+r=ju`v zTGLMzec5EvU}M00`z+|~b=v~~t7H}Su#R&f6W%vB8qvizzPEiSe(PD=`x2L(wz`_> zc`S@moQz(y&HB%_t3!=S_&E)8M79SHDLyIkV}=HcEfUy;(Isxv8$EpC1hpaftEq5>+4I>xZVnKFpLx|q1SF`KJz?>?UTYU9f?fz4F4vzibA z-O+rX+90luCz24uVbUJlFxwkWZ|8;VH!7fVcfiGoVWPTy*>YGXueTmw{F0(6$McZ4 zw5}f)@{wGiSmQYMTAX>2P5+S~t26mfc0N{tL993$AKcjYk*-M4D5V>ZXbUy`?#tT(ybjI&q^Xlo zOzt3k^A%ikuX{}MuO_NIbm5TB9*5v=)|t)Mb<=>m zpKlaOBzdrQ%`0fQBrlaFVL_EMFkK0O>KZLEu~XX6`>c#!Gzzf8se_CeayfB!6Kf$p zgw`ir6la($qa&PN14-K>GbBfY3L`TerTE_4F(H}cAZId4m7ji`whSuoxN(s-<^S8uKA9{dP9Qkm zc!Te0x0P$^xGe@>MT87VAPYDN&WrOv;1r76G%B?DsGK8m_eJi8!E%-A^J5*kwfmNZ z%rliM%NY@Wjj5#M$NN7(ie~o5MdBPR1n7XB=SzdBc!t;Yf94>7zL%@dG+D<54HCMo zH3tktXP)b?ZY|;e+@w2p4b;=rm za=xh6dMw$uJa8GH%`ZPdkem1oKCU#}U;>@xfWM!O@~TS=avro5HgQImL6Is!mGx(; z?8fJ_jo0U0dX4cD&lub?&Sw`<7?|Mq*E!hG|L%e!kTiYt-DeMOyXId=I=FK*>#j=V z_hJWHPR!j7PG~U&bU0Y^qRqvL0oUf>z%-!N!>cj9pc!=v=oDQu^lC_$(PCc)-h(pd z@U|D|`|f^b(n3BKSccj2qaM}cTTy2*S<6BJm>9+B*64SZguLRu33$Nk=N0@-o;)Ee zw^T`Y@5eWs9Mt>|@!pLmkV884p&<>gvTvXjs z26-|EPFTP{LoTUvLySE_j_OZ#4FnIi!T50nd=ypB*>K6*#7xFqi*oKlu{)HE9 z8?_UT6zn=)Xt|`8@|(Flx=oFgeacz{x4|Gitg%|I@)`24Elp9$GWE+fxXuERA8YXo z9ekWUv=YycAo=I73k&-WnN6hmEbpIC_yl(`5`Pq?WO$)-*c%a@y?R;rX7xX%(>gyn z+Ua+)g@d|F?=yLPJ)1|mE}ai!9>Z;3EXd2J;Mt7ev*oSylx$f{7&T!Er(=)P3`NDb zBjgl6mxW~-ILcA#9TC$_i2l}TYyLrFi}E{nmL02|l0^>O+C$x+ zXGgQ`n}{Z7u++6R1blS=;-XjbP?fXTCfJ`p!Gg40Z6e))d+SYi5w-Pp6(5Ax)uv%NCn8M;5@;<^c#T|O|cRvJNwn0wK^rG{mr8}fBp_-YGQ4@O&>k4&V2^x z_W76^HzZZ-KTVmb-)aVzOHK``jYHUn>b7Ud$9MNCuO<9SS; zf{Q$FH26nYvv+3neq7uXmc&}i!K~l&80JM7j~%#gxZIxh{?1p?%oT%>Dmnx+8;~fg zVAo+vdi1UIr=or6md)jXDE7C^IhJwUbmetcKZY`-A%+Lpn>5g%_y2iYwj+~F^qtfO zR0JJMrIQ!*9*86k=Sh-lk6*b*?!>O10puZXj@w6{b!Ua&MGJV3gyZ?vftuAYnr~}E=u@p{ zXU*JyT=I)&(yku)B{5;{`oA9Vl2bHl_p zA_4w)>qsPPH@0E?j#I=iNueMnRog?7Bx znj$oHy%$?deJN-8gQa5u@7za#>g4P5@MfA)Q6pMN9%# zbu3)Y&gdbP{@q_DH9&+K>*1m#1pVmAjDny<-o%`7D9br{EHM`hQAv0_8V#(%{i*9O zDFYIZS&0sYtUZ+Ko8~{cWu_?V=bsr$@48s=@zh| zYzh-AsxmS@ZstVTI;?DS@>^7H63n4iR#HslMg0dCpr(i>oIrse)hT{sW2OPE=pidB|-e7eIcjb<$4tZ3AxX$vlr^3O))py0w z{93U_<}c~dsgw5cv*@=!ot7iszTTuR*dK#H89&E~#QM$lV{E-Pi~f0JVxV-78_2{D zBQ9oJkhd;OL$p1TxBkpZMd*GaC|@`TdF3%UxYefx*`fH!3tz6fCcect64-UxxhOAz zii~C!&m^QIox(`bbMCmq?6;R$oO{Bk1)pE z0j4srqLx#HoVfe@Qiqm^&yQ|XIP#Kff-1z;*EbU=&19@@ldifwNqYw)`{toAeeXpA zk#khJSkDi!(fBm2qTGBmeRb6PL$VAYxj;dJ zoOVu1H|mNhbZ)h_hmw@xWLz8m=jh-QeXIT1Gwi%#?i>`E#f4zNC9cz5#~2l#p77!$LrEXA_A&0i`BT zMwzd&hUz3A_S@(8P!RyxCNT>pDBYu^{ipH!s@&xh&7&R)9NAg;&*;QuriLR9cKXvB zZ}3^%<#><6iiO3~PPI~5iH|J!;Nc=R2v{dk*-Sk7T`B3Df>|4>(7JeiZA9^wOhUO? z3id@!Yi<=1GenV|oKS?tP@8nbaHWpv;{dy?PuWuMDmxTW$DZ-+eZP~o>xBn!tA!b_ z(JqV%*j}}i#X|DsU+zZYz8FU=9pcfKOOd7+yJ1TsnMHkp>*M%{oQwGrYRAB zPWUC)w8t&f0`QMG)5pSkgt;_99fMte6oZgY7Obm(bj1*CqWb%ZZ~L`gQ)(EX0X?X4 z-d4)KW+LwK5k}OLK3*=p^-0N#8U7uQtFRci>nZ^D_F|I~SInimZ&ZvJU)IFwvoCw|Es5~|Fy}PCWVG&F$WK?0EmC*;zQCP` zTEVVYRWcbh(C>Q0P8QMJsR?NdWz&l)OG@$`J3g;MK8gyr2C^}of+A0RB#+nsYfw|} z+I(v%<>YcSr9hL2RNTB}i11m?T}Y|M!LN`HX^NT!=2eVcC$%KXkXOS8C~k5qN76QK-LA@$Z5WU|^ zZpq*R{M%V`Zxi}0K;&0^(*4Aa2h}=${hr=cN^~(ygSKZCWXGv2H^PpYkv8)*{PnJ_ zG94BB!~l5CUKoneVaJ)c0C)NqZbfZnY!cgvd?UtSw@*fgfOJ|9FvGTef|O2y1N~DS za(RCd?XvS<{?)%L#>}JR01Vr*#{$UFE({r>Hkz!lP2Bd5zq#I?Jbdp$8!IeeZWFk& z8DxA-P4vu+(H;PS_BVLAZ7(dUO}YM3tf%YTPQ_W+qVGC!AvOrw5*Za!Vzwy|zm z2L0%gtY?HZT6&eYvu4Uaz=}w=h29=hm~sSmyriRgo2Zi|?`dTFZO>$hvz<04ZE{j}s_@Uw z@OKkmnA6FmwC#k&_vw?vKx;2`oQ9K?baW|And+Xs)Tu57se1+mbHXxoW$7DnC=4(% zWiFudkT2FIAvqhK-w)Cuna0QlztX+Vp&&}((c#=GtJbsx%Dk$Y82GDd8o4;LFQ+*M zW77jF>Lys+%+)l4;TGmWl>2ZRj0oBS=Wf<7?`yrqNqVe)qd$dWn0crej0W%r!bb= zKX0e@OFJVS@@aXJUgPc2nc`}I!iXQ_LGx;h* z5j>4i=nP!9mYjkE4$k2WO`53bxUQT< zbR^VR_Z%ALDBP^Tn+*K6TpueOhaOdAZqDpxcP32N$*V$bLlSm{Iu8r}az5aR^eRhv zBqb-QqCV1kEHiA@aRN{`>B`OklgD+;qlrlLA4_yg=0QCNMu{pbQD)9Lal(^TIv2OW zt@=eFP;TA&_6OdUShUB$j5vXY&)qj}`C<2h&6ptHcJ{7u&YQ_ad0u9*;H|-(spT$~ zH^)H7fsuB-U+l5-d4$~to&ervq5b1|-1;s1zZyk=uxSKhNWXR9iy2eCieg#g$!Hex zfD&#Oz+<_`X*|1sQmS(&-Ag%+zm5oysBM{Sa*CtMl}J+3H#>l7*e{F<>1D`OO5fFM z*EB%t|5ozjrWfu`|#V?X-=~J`4S*7t?0K{RNFzOq{p**(nathU&20 z0^j5r#=?*muDgl{Ao$)&TfAs~RSm}(Jer_}2Bh}Af4O3q{R+m6prjt`pLu>&d&I#2 zn=-%hPozV>bAq<^S@oK#NURO-V%tc24qjY%Uadfk+{l6?Yo#<8Su!TlrzQCX2g|Ow775;g@Qp^gT?bS?tUzbaA7PB2eAW9a2K3Xa*P#m6W&LGv=7 zk&}$7L!s>)3popfWQ?3*s+HcCnX(n)1jWHZxs=Jmi3nQa7AjJQe2qM~DO$5#pob&h zR?rd7u#nq1-jCBw;phSRD&BYTs?J;eFOW-D#)|c8)on@g^i`veyg4DzvS8%uZ&ly+ zr+Dibx9LwDZQmbGkG!7$R=eGXlqZ8AtSGaIJ(*)l@5$NP`{@tTNkdk6Tg~9_a^+#2 z{@=MTf9|juUOz_v*L#9YUrQNxF-bb)b>j8%$BHff%2RvuO|g()VpO*m{g~a_@Zr0g zy!Ac23GeBsI%A|G_@FqE;BL4Mk7S+w@L{26zn8XpW1mn&1V)7BfN_S+=DTk4`;D2N zQmaqCJ0GP8pU6cKwq&ngPXJp)x7KyinZBv#pS@ly{E{7!0^^c5Z zxZskt<72NQ_+@G;5M7dS-5X`UeX1xt<5p5H=uPP;$stCQ_Owk4b0C_I@rHpu+D4OV z-U^&d{A`R~MA@AIw{S|$F+tmuHCpaZ>@h~6>aZMMnt})wWOBF?hZr|2J*et2`u8L@ z5^#Bu>vnG*rAE;7=6ko%@GqrG8MNr_Uqv??T{zf6s{N|Cm%NYl0WdK|9a&Dk6u^gy zUTx!q@>60;c@NM)btpmDMpjE4O&E0j*@Wd^a61d>_@qFuJ>gBaT&%f!&uLkROM98= z!ggm}I#O|`f!SYWXmcUvY*3-#TulSo*iC<#>CtOI*CZ^=3ouhAU{|I@AJOez;hkr* zrns_|l~S1rjkP#*Zw*cyWzxfay zXe0HN&?LkQ=;HoKZb%0L7Tpw|7dQO|vnWsZ{kD?x`OahM9rfr%P?QE6f?o@dGkf~B z*Jl%&JdUdQmKU>%c-;v^=G7N!Ow|t_9-}HzvR;!F1rJbJ64O9MQmqVHRN0iTuxdx# z22zQ$<;9qE2(NU6L0k3BLSx88r({@aJYL3$gT1mX?`67{kxdwKOGLJWm>0e1tL7%| z{dPhg&|eHYa?Ea|JL{bo2+ctS%#_p%*AD<4p2o(vQ};<%9)cW?*Jk%c37L`6&}mQr zohVC~WuPI!kV0!^uj`vP6|nlh<~Dc~D4?NR-UF~(UF9o!;=6D%9=8Tv9(^rDNW5AC zcbdk!dy6T*rPbGBiNg#}sIGadi?&r^V}PTe6_S|o6atXscS;SNxrp0RtS`G;_aB=L zuROj~d0m-&H$J1arlaQ9aLrTKWOg`rZTwVE7g zc@NhZN`f{2o#u?Nq4iTL8lcO8C4nLG!wLV$Btq#>KN6CMo7vNwfa|7Hlb+Uj#qg2^uqaZZ&x&P6bzjakL{OaMo zZSOA4Ap1S8qgHS*-oO7AH!FxINlSuGl$dOGHB*px zuJ{RInARHCQ>p2g67u=*oGt#C55vIgTa_vgc8Y#KhYdJ@Qz(BZe(xpCq9jde_^SKD zA=oltY7EIpFlx*#!r^`VV)j|E?yw!^occ~a$1r{RG!)-_limh^J9Gh{ai!gromyKf zmyyBPo)n{0C7uxkaxAcwm&B(BC{cGe^RHdT)=*%xD^^Dy2!z=#F48q5J0j!DPR8-i zT{`>>(n&_N(TIsn3=EAOooNu&SK9G&D|TPFVXj5f<_E<=?*FP5bRK6Y<`4@=tkCj6s4Kw8+!#w@phUdTQJE_Np zij*g_s^I4R$FnP{$A3uL2_k*6AI$D~^OsL>{S=^U9zXfsK~K=D=$pE3_?qsO`P} zQ83yKp(a*K#ROk4>nxh3&iL1z5BGYr$1l_zAtS3yvZo?i(UJ6N9Rfq9C9C6`j~ri} zw{R`GcK^Ff4RrOv+gLxZQ$Yp2q1;sv^Bxvoj@&gzSIWB=14de-`oZ3#X4XV4qt zG9d@MJOHHLEhw0JHwDnRc`N1j+Q9iJ!cII6m72rrQA5&?dI^RK}a>w_2`EH%h4hfVJ!H()I*Kvqj=0o1Btt4X7{zF3X_oe{GRjqyt!9V)Vto# zvpQDbGSXwq6VR7Cp}=lANzVpMC9jq=-O2P#pDSvw%Y8;<-yfsLAFmyXAS?A-xy6d1 zH$yLdGGr+%4SN`7Lo1d{J_n%v4IM{QhCx!nup!l!0J@Ere<|&{1djdNUHmeLr1?fn z+o^#aF_tl{0+W3%SJy`STac-i&4kDMd@5{Oy;t2DkGr)<sL?lFcras$q-;P2DWP@+LqNPkt&H@p17`$@=4Wale)832g5zn{h zkb26o(LoNf@G`o{M@qpYM^Z=wwmM{1GaubKz86B&pl|a_B{!Gt>(a~uxx4l$E)i;=55CV`l(MFr;G=#ioP zbe&vMg`G|MWr1+K9IGI&oivw(&Hy{rdu?Ex(_59f%?FK;96Yvc9}zLW+HxGAUCkSR zj3KggdyZ19Kql3``QpV8a^gRlgPdW*u%p(>prrSt1~Fg@shRZVOft%Mg1)TcU`Y2X zVn4rxnmLCe{tdJ%PsWpuK?=~GX72(}ghuSER(|DAV&S$bZ@}lQJ<}-@Clsyg{@Vuc z$3L*kV%0@Nrql_4>*7+;(vv%-@@oxTGwe5f^Mi(RHE*F_NV!$~-74ItQ(?M2175BH z;CaI+HbE2%9x)843bjx+Ho85qwP{bUg_h1IHRE=zFi)E_{M6?G)rak_#C{gI)$kR6iVjNn4~ z=IEE6!h{UyfIvu-CKHK^JH4=(B`Q7RCt{^Ujj{}%1Cuuv^+KVg%vn?7D~<9k-MkB% zlWe`{%Aj(|r4?6nt?4*+`ijYjy=|`76q;a_{-fhSR10VM-$+XDu|2 zTLxzvNs<=ab4t($g+f=Do{Z1O8W%&o7m)yg&V zJ1sV*kV%6!KJ+R+vA>oYIGr=@y)7g2DhJd_=6%4oDDv}Veqm@5D?QX`S03h zZ|`XAJh~ULV0C%aU?L;XTp8|~xQz5<+?%m|`edd^N&%`)#tCLgSggF`q)b|iD6Zbn1z8Ob(GFH>5lEmB ztgrGcI>OjAr$)$?);m!s30~rcJQ+>7YpmKEcXbBJ>j?+IgcfI-Yi}M39>6#Qjb+KC zRxwk>hln&xXHxCO;@%AT`v|XLWDz4vVlAYwPB?v{NBt{N+y;IzdMEL=IRIVV1@X6S zCwMlsGQ`lYVi+#$Mzpk^O?856W5R8|4=dlf)KC;)b6#({nb+SkPcH{|89HU+m2$9?TbAxBV zw&PVB1K?)G5LfLCi8exR#pn?giG@qx{#szo#rN0&E$V8-rb@6p^-ceE6f)}Vx;x8+ zXbOJF9eaAXDTeP%HnL3`TO61KFMqq1%I!ZhvHoG+d!#)!G%{hJ_$-6!@7(EITrXcD z5?4=6o@S@qIzB}moXex4(*kmuKqiXQ%;sHx&c@SIiem%?TZ_tW@~T2z1OAK_-q%J| zMfT_rbu00}>mX3$*p(Kzf2b0qv6^^D&-{{P&U2{01tx<5SfpleKBm&rU-(DAN-2Kh zG1jycxDW5r7Gl{!@NI$^{n3tJLZ4Xh(GuUOLmesJc2KrBvF6_oPcRLW4bH;0N6ji}d^w!U>x7ansJbju? z1p9gK+2kt;gs@G7wBH`syzn&w)6$k;vHU8>Kg*N<^H4RU5rN^%>W-LG(2cUt?i*E? zbvL3J0Q~%I1mOGDX+da9uThulVyiuN$^~y*g8Zkw^=Miz`ZMzlX z^4&ye0SvN$U_osGWm2q{ssg_0Ud!h4HnF^1GZ;k#R2&Gsixl|-4}`ir5{zF*w|jbQ zB>U~r^ZBtCY~43ve}rW+5ZP#}bJhO%X4WbmlAZ3~2W&>VnvPR$_mD?z82q`s#uS6n zSB}&uU&9z|a#U`HF~zIM_MIyhL@%lp=Bp8q#R6BDgzRLx+BYcpG$_^P!GU0NcMPlI z6dD=~C&LUwoOCXNf7u|97I^j4j$$47g&%~FaYOcIoY(Upob<%sFga8&p=o75n}W%i z^|>=upDpcwxt&$*;Y*V7uUI>Zg*)wiSgB0@g<4OVd2;c~C22L1PKq8sc>0qJ_F@y_ z(^@+5B}R)5newZiUrF|0=)^_l5MbpC9{?}L96_ZjcTJ^L2y;I-%`h9}0Te7SftR?} zS7@kauH!JE7#kR7?7m4we_H8}G@opWV!BWQ(ISB@7fq*H?I!2LPGB#-Gh?dKL42Vi zXTyJOjuBJ36RDgATDMg80*z49@F0P`A5Z^1ZDcLBn=f z)g>dpdC_U$$k2@2HNsYvA{Vuy&`{Vrm`eC1e@EP1H;ZE0_on; za_JomDkBB$q}F!nTHjda&5|{h1zdT>d&)Cx6V={YppM0v!lvm;CbP*k)acn9JZbH_ zDkXF1YDS4;#GGh0CO|d|ruRil{E-)9_9bJsg`-6Za4|+vH&az6A?%&Tv6e} zaOgAm&U}ikHc=81orvZZ@75;ZgS*(Qj>@T~po?+<9pmbBv5Qm9R~debJ?Oqbi%32Q z*X>;uCe$&lxfv0{>!nF{9GE0P`mkh(-eueMpEKl0mFv;FJ%`2Bvm5??&dIR)-K!$2 z|GHnid`*T_px?>PdmjLb>I}6uPUl!LJby`W(7!yGc0uh|M@bJzL?ZjFOJ&t(P2QK( z`jG%dWvrCve~*7 zR^`W^n%ks4Y+qxZhiUB@tzXEc!_xglOyagYm395yCkGuV%XaT8V~nP>AyaXX?05>m ze$`sXt9Sm!Q1gtoU4OGGBloePw$2=r`br@>BB08E&C(l0s>TNf4-;+6L!oGqi zhrqEH7}`ya%L=LMEunoH8)=9qr8$&77$TOOk(#>l_J?l`nZGb>?G&pxj7D6lRKu`t#A)*uyt_4&M6EaV;tC}S!dKkk^BGVU&Gls21B6WYgK9o9WR%qp>AVnu}a6*B3l zXw%H!FDO|v#JLMz&A7W-$dRmnxOeW_dNnMaKT%56>|0!3TE>XU1fQ$TbKL}hCAkTr z?`|nhDi!te^!orqzPG{I@e7_`x1d4UR!8{Aw{#Q+zV1Pl2XP{Xj#d30Dzk#LTtW9s zDBdXsK!&4-F(&04cr7iJ6g3CX@384NRv;ghXy_>*rt@bkv=-6Vygr^IP`OIhgyob(pTRy2?k_are%O-?2szKAp)rjGaaNZ~18nuvdzMY4WW<<%O}k91DPactH!y~m zFp(UO!x_lYG9b1yz)2fO(Pd&}d7#05Uj)O(@mqPn5DxOO?4?h)VJgdb7rf}dOAoC0 zdQN)zari$4Isb(7__DvO{`P#R_*{z1euONcBh$#ff6*f;5)1B2fb)?aL-z#*9^SE{ zgRPT^x=(y?%Ow)8OKOWw9XU7OFKGX?A4Pob&nDN?;q@N|JvwaoaIt)pn!87CfbL2w z4Ochux0iqGwe-386gc*drTOlD>S@edA^g-QYZGyIHvk(HWK7v?@OcB0V@!2v?}xk`hxP+*kJApT!`7ORLEXoI z9dDFNAbBwLEGobv z&EE3zy&^f7YZDK1Y*EoDN$!MUihum8I}soLIOgTr8`)aB>iTQ;J+MhXvv^8=H4=4{ zn(CRr{^Mnm>OZM$^jLXo&g;d8;S)sPE=i*S z^gFhNT>CZM`cBH;psRwIWi$z3SO7ajS2m6G2q;W2Efvvi3`ir&I|d65bBDi!y{>jA zT-q3PTZro*>2E+*!f0$1yZp4v5Z7vQa^|-CbTQxhGCO-IXjP~Ro*dUeKWhlgfSKbV zo%fq5$7IaDmJN3UJ`!Sj5Q>A!^bbvi{x}j7Q&@U=)3Z@K3g1N;s(DplWh4 znsHT)L_fQWKl076nkmio#F~8swQB7A(Ed;plzVV?$7Q=8re6?8XpJKk8<4I;UqBVV zlw<@FrRCz*6~a+?G++VwZ8Xa;mgvfap&>ogp=y)WE?PK=Qn2M@2gE{EcTK{yfmV4A zptnd|g^}^}K_eq)^BH^%U(wb6^f>az8n27*mMRX04f8%|ASxFwL>J5Jf^x6gtN*jh z>{>Sh{_#un-UeGVx(JLC6|#35T9d0h|CYgOmE-;H9sxUJ{o^T!S+PXsB9~dug6J!c zwdd{JCA9&8Eo)34thPIcfm3V!6YH+mnpB|oQ}!iD@18vK06J3QdhN2}_0yfJ)1_a1 zbbYfU*N2_K1MN_GLCdi&-Ua8D%Hz~)Kk!;CtnTtZq`kF5H)zh;-(6Y>a!|E%Ni8E^=<5Kl#wZw(_qexwTmeu^Baz5PGB z-XToVKv^1|?rGb$Z5z|JZM$02#UnBWi(0(-W@bcW z#Miuoli0hMn5cl@diLRzO@UZ<+USCW9L@ktpjJxLV>>0^j0pQTvoKYx+{_tC%Okh< zO&^_uUeWz=5>H2n?((ua(JVB0eDM3W)83dbS3z_f!KTxTp!reqcQI`G4bV>sT&*a= z!u6-}7y8pq*g85H2N&EISXnk5#>_}>fTv)Bxuw6-a zfhtGqLKfa{XfRO2bjcO5f5e+oZAwDc`G5`* zi5KAK0+)M&st;wyKet`TGOT6v`aM8NE2$>m;ib2ho`?@Zg zX{~P5#K4zls$HT*{ppESUEQo|pe(xCa!m_(0!@f>BuW(Q3Za9d${rO|fuMicCJuaN zWQN^>jJTQjl4#rOMLcDCmk_YwJZl41i@V$wcfyRWS`=4wpMw=xOa%qAoho|&(N=+> zZLqgd)JJWu-^P%EIWRwIfgt*T$J=Z}lyAc?v8B@9!sI-ybO7Vnd9rGz=%t5WOTa@P z-GU$|nl=IuyUuONM_x>hL_BA`VhZLzvaQ1*>40k0T6${WYYnr%6wqm zRd{+=HS*?uY?(~hS)TRvSJe4|vB6261ZZ7W96@lc?MbJ=)dRXyqU_?shU~#{i1oR; zW5Qw{GTKto{3zdL!I)>**lCe@kZQ?EK5*F|!pJrvDSj@Us@XizzwVJu$L39k*a5s$ z90@-db#QyQ1*%$=F_&M)X*B?AFg30Vf?vLjkv4&y=bPZb$f6p-iMzMiO$717>p*8Q zraO((e5Re7A+P_{F0g!%6 zG7(rL@;=MeMoQNXq0Nk}x%tc_ffUOhSA!K@)`lmit@Bs@nd?*7#L6`v#+A<#n+pZb zCxi@)>Z4{Afsr$<8hp<^WzV!VNJJ4LG;ph9irp=}!w#b8kMTRj1=h~vKZsFoe^5mv z;b&ck2B<`YvHEr(4KMR>&Pb$#JQbJPTc6`3mzz=(D@pe?aauv4 zmWol;r4*8gy|Z-78b+Xwdvv+5|BY2SP$0#!RZnkV`oIewIT~IkQ*XY<^Ii}-5M3!D zP_N_M8Ae!4xjKekcGjF)6U7=H6I8fnRX`~d&@-c2Hiri{^xmQVT%BRAbA)NfyseZi z1S(8iHmBD;uQ~2TgCe{1UR_h7407g@0U1(| z)JL6i(xn=Ce^NtMC&T1yY`B(y47nKhTpO9t1mt5DHjr=TK;139p~%zLdC=tDuW@rv zQ`Ln_yi=0GOSFLVvcgOpFyJSzVDu&-VUx%|o0g0_Z_yBDDz!>;p18lMGw*w)fXDo{ zOgxQmrO?8`^#Q+rN(`VOd(;YEfL*=xyBQ+lWSmCfwe$+HmfDj{aSg9xOUGZtF{_NA z$7$dHGE_xJj&UrcIf~zf$$B-b3)XFu=a)xnB~AapmCK9*IbR zNy-t_G&U_C=?dvINxQ`5Bi>lr%rANiv>s*1;=JRqw{3EN@gIX;;wf2%?~dzG_Dp_? zdr1x4H1H@)d-^*yqM^=G;o^;crlVc&eb+7i^>mzODeZXDl^DO%IXi|vk_eY!%B0T0 zX3Evg!Bu<+#%QE++R&E5z=gnq^bkU5HF-hXHrhzl+<5Hn?FX?Cr`wQ!Az3p$7f5ss zmB)OXAc=^lA8Ef!is&1%Vem2(cA(dBq38X*>3~7GO(?bTF$YKu{@A+IGEYK8y7sD% z^tuXF_WY*hACnFB5PYIrNRk*~#)EvevpJdMF4Dc7h{|NGNkq&Ms9M3#iWE(L{sB$oDtsP@l)RY-@Ks&w@q{9UPMRr4;YQE&)adqde2+y zuX|;F%8>T=M|r)5cl~Pb-GjiO@9l^-=bi=H-Rpl$Yg=Y>S{lFYjHq{NLkT`mfjHb{jng&>5g0weqY&i3r46%^m3Clh%S8O1&Y2$#7 zjXY}re$!1HnOT*C20%!V7Sr+_{Dw;&h&1GPvBBGcttR|EX{nqw_%vN$WfVwXnRwevSI`+Vs z*0FG){V9s=aJ>vRv7y|Xx}3^MBGg3Dw12p;56bfjyI{}}f08V z>WMm&xN`AC0^~eh8H^$>{>d{%F29Ki0gn^N^RH=QYpSmN{V)539NT}p_ZI2}Vcs&~ zzDXl@xe~u(sFDb0Y2_b@fh%5tY=pQ-d}r59oPHeX$h3Sydad}NqNUu1i>cl*=A`BW zHpbKsIeL90b=8{Bd86Y1b`8g!?obK5>yJ|l$C}pD$?LlH z_<66CMtU-oJjdt2*@*XB;^I1935(_7-$qt;h5t@NoZ#^|L(6x3 z5P{kvraSKZms8aLx#*YRuE4B0j?wsvi}`*(xVYZl;q}(`#@Xq<*{Ia-#PL_bkQe@a zI%+@TyV@vM?QwArPWx1(Av)u#;2Q-V$EvA~UQCw@@avHB>EEABi}UT1E-QuFxPaGf zw9w;d(z-ZvN=4StQs;g-a**i|>rc$o)!`bYETTIrVmp!C*Y-d*A@CHa+okvE=O?nm z{be9I;F70IxK;7=3mOi^y==hTBgt117=#*u-V6bZgAu%}Z?nFd?F*#VkEYSRAQ-FUw=l?OV614Oo2e-6QBWi{^> z{SArST}&Mdulx8~g1@LvOqoPQ@Irti1!K2^Rw#ixhOo1*yxMJER?eQm+2n3WV^|?R zqAB!Op3)ia>;IhKjv7%Brcq7t2VF{^;u{i2RxI%%KhdiOMVStB4={+VLQ%EVwoB5U zA~u1#ni=Nqfe_#kMM~u1#w@q%TSvgZd_j2#Hk&L{s9l^wVN^-$CJW1lVUfq_l*!^u z^h!FgYu+7s6!z_;+Jj!qZ~d`4^L(zWWHXnkl8SuSTsI$kF-7H~JwSLJ4h(oyPi(EE z!d_!P7?V#*D)JfG%f^Ue9k(UH>CE#4fJ#2!_MeP7Z)L;wm7dlu zG6YOz#gi9(KHsJfOSIWf;9tx%{b#%>J!~E#G!dY z>0C{(9lt2VCA^#So0%j-eiuM&xb#vA#{))!3~J9_wm zSZ@8nL%f){4OZFj8VK>OmR?(-)dPAAOZ+LH%|4S@c^pJOb@z+;6P5?Ky4c@9`#Ts1 zRG;C*bHLKv?Jx)Je(6y^{np~Dj*MWn|0DCD-YpLbre8l%(F*D(U)C3mkYK2O)Ae|n z$;t|ptC;k0(g@#I6A0qeSNjIwR=*}^GhN&n>)!uq?|l3hx%q@ zq`FypdM(7J&WY-_UHR&|d-)1&yo_th;r*hynx9F{wvUVgrm-~wvd$~o3CEMq(8cZe zgzWfwkB8AVbmk|^q3R0Q2NvUh08PWLrm9ToQ_@rCY)TOEaQ40ci^egx9l0}u`x@Kt z|AhlPMS#1XtJlh0tYt2P`bar;1%z6c)QZtg^wx*thQVvUa}K2yV)H)1=(EBb^a@^w z^$p~_Sh`kFxmOS6%a&?B5!UOFqgRRCaJebH7v`K8lw z;}7LIqzKF~k7DYPi1fP1M%t22;$nYRu0WEW{cPr2TZbbzuV$c% zgG1caW;8Z2-$}j=HT>IzGq6D*srROrkuID2Lv2(7tJku$l3=FtOtCI4B-D>$?2H6- zGsw!N3C=mFR&+5!FSjr2JL0neF_hyKdrT2}n!SD;cC~z_ca}7xTU$ozK~AzucJh&j zt%AtEFp<>s;6NrsKJ}0|EL@Yp=n4KIC|hvRA$azGMQ4gP9Y3fqKktSVu>Cem&FB4S zW1X}e$ZsSY>}>t9K|)Dv2R#o}455n$t)omMQ-FYrg3}Oy@Z5afnKw`7Ia|ekI(zNs zzl9x4+3uPwK}RD^3e1~mifwHXJ6L4#QtTf=e8x(&jBk<8>QviAY%WW*icj}1yvjX$ zt&$2BQ%X5$M^FB>CEWZnq?m&qq$;&W73n{$;?Yxlt5ofM!=EyxH{pP%)SKcD z6@nm@`^eZqf1E;vr^3-k5?w4>+6#Y+w2VB6 zc#ZJ&46ouz{{*yF>YeR;FL&YJ8*mgxmgM`B*RtPXv3!?{Yk18x%pf9}YtiLJBeiuK zxr8cZvp$@p$glbx1=1Qlu}!HX$zc(u9-3NL46=RDBs1^A9H#+Ww7 z<&Q|OdB`+9Wa*?qs|0Nr_q@CQdO806V4J^jKUt3zB}-}e(0qJ=eCLHi2a%60 zL6>$YdFv#Tj%_CVyU|=z7gZceSYtS!%q5j(2_4+A^tr9vWBFA;0`1%C?7s&o_b|e0 zs?*u791h%1^qKtU7XiPUM3g+%J);$>zfF~Zl3c4+fPx*ha4C-F0qT{(8CHLOha~R0 zM-dK)+QB>J7SmHw>W}p)`(-x1@%?lvR_ULTYS%#MDOoK_m%-Avl9L?dH!; zk8~Z)R>oc%+V|=}E8?-pEttnO5Lh+W&FJa;;P;XQo|DAGRAhiVbJcCeG81Ns1+|hM z!4-kGz%(=uUlQESz_0+Xq=YA^HzKyi%_%i>zK7ArLo0V7;9Hfa_jyCw<6s#j-7Ges zKO_+fgz?CQMm1DP^2|N>vgPVivB~v>d^SlI`;~vxpWT*`!Bd7u(<1BSu zd%^-C%_GHkVb@Y_<6W7TUP;TZ;|wxG$?m&}bhs8Y{$?LVPn|S`e9bq>jif<7QLx?I ztQC-j%~*IRB686EJ4=GcC0nL+bECKb#$84(dfpvsi~7owD;B-8*}4|!0sD1I;gH5s z*Y8ttiXVg7K0<)Ao_&__lnE1hL~dUL=&9c7Fi`uq{p~!!pvTdfiSv0^3?>1L+ybvy zj_8X+Sg~s>*lk*7y?CnPs`MByM4YE6jDzdr#|Aat+{qT(I`Y;QcMA$-9EAGSh<4!Mtmy zdC7|)*u`u=$m^fM8c*6RVqL);Susn#<5&O|r2_P8|K~4bt=DBaaC=z^$qfW-Vuoy= zzS;v_zV`ruJ%YDw0~qLqp9Vx*b1io1jbYoi6ad-6G_hkApg~WX3~|FNA!}gcloIsw z?7g08B4q%Q&$BJ-hDMs;B8o1jpWh5R#+A`#Rd}@cu|_boC5((UX;;!?0rC|m2iZsq zXecQGlgAx`!O~08|2k}`A;DWQI&QIWB67_AXSLjYm6EB~QvWUV2UD^BO(WsU#3H%5 zaw2U3&U|PDyK)Im-(HHf$M*2`;i0B$Z|&OYe%T<(q3yuXvo!=i>s=M1;~Bgfw-XE>nc!WKq87`x;AE_LC^R1fo!JYfzFe z6nNT%TxV_(ZY&OudxB#wHDxOLbWc4kjy=gylQ9} zrLU-?v#r}vEt}PCK5~hUZ1b)u2yk00e37Z>d+?tCN2d_1K)lPQ*7};uPxuY4p_=h& zJPvgCh;hNGq-jbed}{VFP|qVSnKg!9cE#D`q8)Nb4^Ta07!kL_P!GwI1ja!#cd_g+ zGEpv5j zQuv0!CjKr0|GtR6jTLmz?Xjb8kzPqJcUF84{Q`@H|W znqzm0&q1#_WH;iQxTG?D!FiP|AL>t%imK6hBFn~MbiUV$;u?18moG38-URYMEbzT= zlEt@{dN7lsiu%BJ2NXRBQ3W0JciTq_+Q|WyCz&Xh;Y*QJ*cEznCXE!N{5buyjb<&# zx9&TzJRP+8^XHI!NJG{sBiue(K1>)1TkjkAeAf>?C%SdHE^ilJZqW@4Z-c=-r|=Ni z7?F*YjS+sQo{saF+Dh3iUhAH-@)eV=ty$HV8ViwxAt6CMDZtJD6*U>rBTM*+As_jb}jnRr6;U(7+4KRLkj0 z%xxXG20Hsxo}oc|xa-sm=%*;wFc>ta$yAp>CijN1zan77yusk;H}i$`s8KLb39Afr z5ebtWM?JE$SrsaF8PUWh(Swo@Ct!@Z6e*YV@exgVmfp@pUH!SAMw}EFobu~3F$8D(Mci>hr7rVOA#2&RDBoG@>HE)tW;9{T);rW z%Im3slvv0(f`IDwRL2BLCK5;7DVxG-(FHU6@58sCzd9K*l3Xy~HQfQVG*(2+pLxNxZ?& za07_41oh|X-_qjP-lK0-;JLrroNI+{4>03xEor>zGnF+oTm1|jlDoDzas;b_bY>V% zc9oVnkNKj6ktb=`V}%+On`2BwITA2KD9TESewZ2zbx&$ok#xIv`{(>wc>18Csiti^j`;%S`h_FlDf^$A(|dPTXQw_x1?sg-^KWRyyMIJG~EU-ESRUR#i(`H zp8LRJgE;@xulZOjY_>`^F6J72Q10R{=kqiAYzKbXu6jtQ$!qQ0f~Y$th|t-#!iS5H z;B(LXE_N6rL#mDuy2 zhQL*ZU=0kcnd{2ZLm<+`{T9>+s(pIHAL7$udIu+Kq)CZ^ry+xM7rz2H&m zdJ~@Iy!+k}r4RdloVkn33)-2g=uy~JyW7yLc95VG04_)y@~U*LxyG=$!gHIiTYMST|K{}V z$qD|tgGo|r+HSkCtr+;aihJIeQgFN7pr=M4>$Gw8XzG({3Jfk;D2Cw5E3PeiQG7pM zq=sPK$B96qtDa?6?fdlV9Q0o(fq3V}*6peH1{9t3aYdhKn#dU=`;mD*FCaB9h-I5> zXhUiqJ))mukQza594leRJL0c&g!Qk7R4+Sp%G z|KDo#VB+X5Q6ezTJni1rN+ME`FV7DSq;X0QAky|T51`ci4#^TAFJmkPj*popJDaGI zhRySj4*^VgA~F@UyMZhc==4(|olyo*%NqI!i_C{ABzI)h?``f=UCmg~#HQVj;6H_G z$D5J&RT?$7pDpfFg`$mTkjR@r#=~v)D4ifW@87Q-0wT^Fg+Fz*v-euVh8&F|$@BV7 z6znubrO5a;rb$w(H#Rq_Z?4LA(*eE8&`?srXHGt9l&o+WJ->rJG=_G6gFYq?^9_lN zVPZq)4k(o_;bDNoQkp-&X^0SG1hdt4eNr6ls^o2`a|xI$6?J?RE$zaio7ePa)`EwS zXf2@hC*25z_EB0CmrZMof42?o?vH0`aM$1xz3UR`OVez2(h6lzYc?1I9@T_`*=gsy z>_Da2#%>)$5oO&Z5%Q|&{{gFmE)P@yM0?P*fEWaxfn^G`mg*uqk z@u?~E3#wT5b9`|Hc`{4aT6qGs&>#@}cVEh|x@@I{uLKR3;NiM=ffPB;KKbEcT^djh zdTA70f#cD!ay16fZ4x%yjwddB^n>8@CE`46_(lEHeRVA6EjIQ{>Guetob5Y-0`vBdyGt;bDnT{jGD;Y%% z3xx1{!5ad)7Jgn_)Q@rNyWVJ4hGf*^7i620AVC#}+He({V)ODK>Lqm`frisr&hTuq zt%G%c%EgocC#GIhF$gBg>c70RwCLz@QiytatSIF?<*xslcdxwN!cp&nn?&fZbiF6o zLRo3Rx3q9su+hXGFt7fY(nKa*pgPgQNtp?;@RD(NY+hB#s_Oz&e4u}NIpYZ05a@mP zwNkuFNQ8;Yke5qm%V4vm!w6bO+^Ej)w$N{XER%yy!g6<3u}s}t1)>(T>4Q9`hPBAM zxq*4K(lQQW3nyNI87D4rRLI01##5(5<{PPQ$@}nx$+(iMh?Rx^Y5jx9gK=5qq7ChKl)pwpq_P82z{ZsZlzTymW@z z5|oE7SivslE}Nd&*PCec6Q2jT!PGTx?bes$8RVoGdx@Lrm8>*=*3&GYUIh!m{j2kF zYZ(4%hf|K#9(J)SQwFSp=K12y*h#GZ>95t)3EmPdAXv7Q_O+4iXy{|%cw#LlQ%DlIagS!!|^Bafl2!>HY`en!GEqAXvhynL3Aoy9zxKw8V z>zcn@vCZx_v{MT%)9mXRDDe)XiP%^XY0svAB_51Jxb}PM5R2J~rMG<*?D@5~nU)6} znEi{AAky=Z2!_S;u--p`#L(4N7CDz}eo7>njnvh8I!=9**IcW8H%iY7S!rE;(b4P! zw?JZNsV%)dpDS%TiM#FhuATRNJeI{Y6myB~O%tDQG^m)c;6pgiP`&wcm+out$UBe{ zgPfQ9&sVL6_wD?XrjB#9RT!iCJV*-HyFs&&MCUbT^x)uk{X#eFn1`(Gx|r@WFKE*R zG1zB%>d5HHmxPM0v-kcJG3R+>3$I(~9TQ^|%B0SG#ioJO0>?x>uNuYwHgg`1mhWEVGF#0d5d3h&|?p@yEzH>-*f@s4%tBxDllHJE9 zhG#ZvHgdYJRaGv3hxUMDknMeF-0e5ru+R;57KD$gv0k}{8X*I0*4MesY2o_>l=aL0 zmGR@o;qlV3wp+U7AabL~G?36#nzjPwe&9KR40aOY3RxODz`d5Y*V!uTn+zgHXC#E) zcLQg5DPZ+dZ$N$1LRWYk{iBg|8uw{2ZXySPJYwRyy};YoA!xle1nd}#BPu$C!ce06 z#sf!%oHB^Nu4-HPRn`Z5$CjZ;*44wKmrY8dmc8OWRF?Z)Zmc-5->;qBSDWxqNZm|F z`@ru!P_x?5S^40#aCk@Or#HX`PNSdKy1`ba0&kSs+rck2By(KKG16gDrk=~V0E(+> z&|J;xn+zX0-1B5ixU+iv*iJ?EN;92WT7sZ_rt1^|qqGE!9CPJ?Fx9myr;g~)twEEI zWkd?mY+$uJJu^dT<2$?{7V+*+RtQQ#YS3uhVWV7b&P8^CC#I9Lb=Fp!*C<)|2ft!j zSarvhJ6tV2F9^A`{c9Pguw{JS4n6sAortV0gvYWv!auHdjI&lP82r9^0IrGey=NVZ zILfsU^Muf6ct#xC>st5oeaXGoTHvd#oHr=XOXw zO}+|7y8mFeQMaMGgsXXy+^n-Rl`f>g1wS0#=@XPdDE@cY|6);#zu@#u1R?;WIf0)7S)z#=Nv`anv4~kpx z{P4$U3HGuYc7%SN6UOFXR3BHfcK4l8SKRR{G%;&sIO>I?xnoof z%*G{5{>9HW-0|^h;M>|~;VovO6zE=&3;#t0W2$^mv&mR*+{0YM46W4Lyy42<@lI^X zPMo-NsIpHXlh2T%>XAP?T)19?Z<@yNIwlafgZB?L%LM1+zK|_tMcdoLEfyc26mkKv zn~#p#y_VLWTS!F*sh(TF+DNL;t0m=D(#;=2=IB8)TJ08ZWyLkY6%5f8auzJHlp!g7 zqRz->_K1^p_oiS->mpkI0-0e-T*s`ZhEKBQB4YzGs!p$ z+r)>W*JaAwOa2`FU+4knrIP+6PGSWDE-OzN2(zJF@6J5AEHn?5B#twU!504B(@)}N z3)O&#!^768>A&N!)KQQ;E^Ht=^EhrC5HBCqOss(n+!{Ae>vY%E69BCwsjNLk_8_|s zD2dMP;@N8~y70D4-7_Sm$c~hukXBc|&1%Pq>A1ieGoDN(fo2#gv0ZK`Jdx{6rsS)*6Pxg|_iHVx!nzW}ZptuL1DM=biZ?w^3+^bp7M<1LVgK zsb9jX;RcKyfBpk?MK}2N0Sm@oiGugA9!>dyqmd^OJD}&X&Lg+`#U#aw7w4UDzsSIAI2=AyIn3FW! zZ<8W>ZR(*3#X+%9qwsol?OhAz`lq{x{_O7ryWkrrx7S71A9|zbLMI^>2HHA`# z+3M{6-QiJ!0pH`&&w0C@fj^a;Y4+@No`;hp7stCEgGg8-ZfT+PoDS~wcR&AW7m$*f zBHUQVr957~N}`%~<8I-v;Go=A&N3Bh1FJLoTuWJ^T+|kH-wy~ZtEH}L;4|I>U21Qc zI#1vkk)Xqa{yu|Z;WWJ+7{*GE?d+l%Lc}%ERf;nbTRdDVobHbeCIQoHHq<)I9fTwe z+u9y8DI?Nx0*QuC&qSHNbCS34H9Wlc){!4c&IbQ#NFzEC2kNt-tjyoZE&0-5YFYO2 z-vi%sYGfeFmhqa8U8cj$!z$thUB#)CY?Fg*i~j+0IzVk}3v!{hImzV;%5DOGW*_nQ zF8a#=5wY!d;DOZLoE@_@e2ShHI5oIhdmzOweUla(h+J{MM2W?}dhn@YL#5SAH$hM4 zvOC*(A{@oG!u4M&yR14tJKfrcJ_5mxhBJ557?L8(M;v0_tOuOB?uir&&28FZe-l-M z^buW3`;YIA21v-Lqbzip@vqTvmpmbbk?s8>s@N?_$Nx>PyY3vX)AqRT@}N z>@)m}Ci24{Y`?b5qAXHHsQXv4GCXvk!F9@0Cqa?#PAmtUioDL=;&8| zD5;`vMpxg4M<_!T@;`Y<3YC{rW|}Ial5PGh7a#@(y-`u1|5DS^+JAs~X3}i^b{<*i zbls77{nyQSH`ldu&`ED#bmdHVq>wdJ-%UM&Hn2yJej3owQ^MN2@;ve%IJhiCR5PhF z^EUd^nL6uU+FA7s$l@W^5?L0&)U>>vkJr<|^Lp1(NM%%^DDO5EXzH!6BnF{xcVAcwt z9!`d>P->a8gaI0N+|9~mmLEY?2{$#y1Up13PvP#Tj+GHKvm^Uht**6ok*6Kif$0{v zzwe-rU`B@Rl&cT@%a~{noqW@RNx@Upj+oG-ekIAma$QW8W~!Jgo3zr!tkc15WE$8z zsmVnzB~e6@BCN%&YA!NNU1=@`PlTkAkE3 z=er9NFXW;~#43ABQMl@)kJ8B@MiL+KpO-5qbO=WQub1koZ?Zl1booJK!@Pd?C^-)RAGqE9S7ZS%?KNVwt6Q-8f;>36AMMj|x@);Cx;B3W z&id6*yDy$92g-U@r&0*%yOTm^pbmRZ9IWIQva;~P{m-8%f%w)&bPWU5W{DgyWuANY zQ>9YxONhc*(3QHcnIaf~2q%reSNZbT7n(efEy=aUYOas};t=@1;51`~R6)o6&%Ul> zzdC9$A@s^@!u`VaJ-aQC-$h_jMn9YY>TT67IKa+CxX>7S&?G|?SH7&!iz$M%jIO?nBW89s^59rqqByLI zOoW_U3N;~8sA70b(Oho`R#)Q8b{QQB9dSgTl_A$h?-jtey6q;*g5d3Y4N<-Mim#pZ zg|PxT`McWlG{d{($U}gaUHDb;=|TwjPJgSXOZOjXhd&OreL7MN5WQ%A5%yX1T9;;w zTwTn7!PeN7{8x)EpqfBd-0rdlvy-|l^~>>9O(w{7jELTj8kn2xG10Bvy`V0xO_PZ? zUO&rZ)!1cc@2Fa7WbC%#!~@)LT(-n{E%m0Zz;>)?Elk8u=1l#~b%=>Nu|Ey9X_?jP zi)s7m2KJw`l)6`x`*V0nKbmMK=?01?lvXpBRwYuWycAjy0$v4^|31j540M8&bo`O2NZ7i|;)RvsLG);j$`!cLfn?ov;@aSBhuOU_q7JA)Cto==NsA36g zEj8!;AjS@!%DcLR@l>2Ff8T8Zg4dIQ{WGRpP?6WT-9f85VnG`Poy|uP+7yPe8we=o z=5oM_`JMhfidD?9*#4|j?m1MmUm6`WoB(QI&6Wa;_lEa>yHbt@GcYasOB+ifnvqDq zdc;cC$H4*o4G28bT8m>`f-s5b``zz>ZDeAi`Be&xU=my(kAo94WMSq5|5Bu!l?!-u z&9asrG-f`oqQE2h&XX?6|SK6I%_n$rnEIy1D{-3ew z%tlE&`eM1@+I!Xv)Ik=Ug1>eK=r1`S;}K4#u<&Gk+sF0?&m1-Hpuy{dD~4dBD^4Xx zL`)+x%_}Y2HH5kSe_CnoTtPcrXRCZ%6dt$-Od~;U3H^3;G{_ic*CFw?5l){dr{{2~ zpbOVr}8fSKPT1XzB=hRxQy)c?v1Q2jT;j=Nz-( zopqh9-NSOp{e;@0l`>$dn6=^M@wBuHKy`qlT08)ZvP)C6={OhaMbiV4dB{vK@YF*f#3?4wHBU5`WXt{galt+ZuYVb+qyR@N$0!yIKiLvVGzVwd4p26fq}uj#kI)a3u`#1UK_koa|nB zsE{~NKxV+R9JOlDIgxW(_l#(quUe4brqyki9K~~&z~+pIFWVuW)NZcT%A#PuE2D4B z=UVc%(SqpGX8Qvv5OI0Vr$WNkj!mPI-8h8Y@EyU-?g>m($-L=$a_u?1Xio}tp9&FH zx-+)jY04hub~(W-9*+E&c1APO!tnFl)qesie7c-qQgYt4UF1S-BjzHkY@RkpfEwh$ z&(m&#i-msn&E`AS%50CXf9iBt0uPs{6ez4Kw55+hdx$BYx9MBYPDeippObxNna`0Q zfc}iUmD!K$1N9672SQL`gNQYDPhdB_Px9)rk)CR=(NS3~7W3j8(!xuKG56z^W5v;y z+QK&LK+P_}T|D=bYuY50posd32zUONbd4pO-6&b5Xh?Y=GGFJ!19s5=p*+Vu?g@7$ zuQ@+`H}79RPYq5YuutYvol2w7w9?A3CB^X7k>a6#RV(Z!Dc{v>ahne<>DPV5eR315 zJKVjh3{!9cFZ5P8J~OZFI~sD#t{(vKE!lw2)gZ4te>+k&c%?$U%bR=D(P{*R%#nsv z%)L^|0I$dMZ2(BWBP`4du8y4u&LsY43gvu z_{bAzY_*P}W{xBo(VcMzEwPbsILHR-YO!7BDXq%#i`x?}t0Xt{1rMEN{aV&QJ9l3CK_!1W}n%cq@O^^zrc;mchxF~drMcNMR09eunu ztecKRlO-0#)N?SQzt-u5Tj*EQl(;)4MbK;6i|&9dQg@|@&>u$n-?8atoU zPj}i(9=cjxVb|S%(8OyDrn*oX$#Ko(%u}e7Ph{lJi!uVWhW}uT*eTaGsks}5aZAW) z%b?t!4lE&*7XW&Z{{iS??MfIlr^_SEN{w$C6liGrUAxE{71<2LprUDCr^ORkt=Z+P z2|6^4ZzLP+{bi}URD3ulK#kxsCK2=L zC(ET#4T>>5spOoB9|6Srdrw!1!M-R<|DyWsq6RMA`+#x|R9in^ z$~ryP&kr=euyZ`$!mMp^XgKzQ zZ7s-XL?n7&z`YeI-S@Ek`f>Mg{LY)4C}`#S3&5zsO0mQKOf!gi?ekweLjP#G;Iz&Q;lK$@ppkwC1|ly^8eZ&M3rLO1aN&f zg7v7~OQDT<=%Pi<3|;npS}N*F=%?meTdHE3q2WL%Q)KX+=)TAwJ73x`fL~WUAom?IzY`aL0!g3L;k3+^yH@2JjXQM z{N8(bH(xWNha$gFS2*o#-n8PP!KIo;>L&0>Io&QvddaBVo>ixXi$Bv$MV_)yk_SI2 ziaRhkWGuus_B(5R5<%r4)DEcrVZdzw8CMIf&+UJg;pH;4YSe_;kjsjVZR7^Zdx}x@ zdhx3q^SOShN&!VPq(=2rs^NG&HgLP3BNBE3Ec8=A0;!}b7GPwjzHJsw7k4+qWy7qQ3YKFq%!a=6xH)x zA@K}WKL9Qo$jVbit02}NLv5f!Qe#tP^O;^OuvbYPo{F3cfr}%W zwvHTV+<=cyLAe}^FhTR5=e_umtx%^FR->-`cyP|I=aJh9Yyj$$%Jmt5N3c3K*1Sxo zK}TQ0GM_@$*)u^_Nt=k7@V5{{n8s9}t`Y6kcNSQ^AFep$=mxVqXD6i^A9fH5-h zg&5iDbjEE37z&9%wEqr`ggK<*dX@J5$B$Q(-GejoFC(@4pHfW_jLqwKtn8|)obJT_ zLZvG_JvUqjtO*-yW~?Q@M1gATYAxoo(~Jd#^9;J_Yz(qQ86w>poEC1#B@rVMPj;BC zURN@&oO6;jYviiMw7O0(F?6VnfGc^2U!+Wu?o!$eN_u(asqq(exl}&=UB#s6;I^=P zntZi_Bk0a9=D*Otx<^d4*(5hd39Cf$gH+h)tm2vWMtFDaSdDz)d|O7|zeVqNGt>JM zt`tPWufjie?Y0*#Z$^GH7#I+(Wut+ik1;-#b~=X)bmYu=Y`BDSizhdXlRY<{Zq^A( z_9M%}y9+l;S2dO{ZKqTlM;C6D1+18ci#$^d zstxk2b1(ePMP+yS@J(Xxbv8z@=X5+Vv`L}dUsMR zHqat4%Jo-fSAmy_)x{FDLrX$2PXPf4Ah0?+d;cr?(X&PWdVCvDWCnUf)N#3U<;2~C zkZt+LL>inN;^WU`kAgjd z4Eqr1*QttZz0A5k9*eGGGuuoiuW+`eN;}yjluQPlt&I|uQk+3;bm@F zbetSi%;U&Mpx(@A9<$T&WiR$nh*?xFB8;RZk3d=!XW#B_47!VzUQ`^;X=K7Ee4r_Z zT|FhF2|@~bAf-2?)}Pl$J{fN>wg^GH>T7V?NwGK8TVT!9bGsXj6u<$OB^J839Z(a? z1qD #WO_37b{r>FED9+^wG+~e^#)v-x-?Lf`srWH5)^&BsCmQzT)C9Bt(uGW`C zN|~@~{`Dp}|18)$9{sB2K?UTh>8GqPH1Pj`m5jw}-b(LFUa5S$%ftL%>USD=D3pqk zG5j_7ZKa!b5YU8K`p_0W5_V8Jpi?` zIWADqtp9R=t8EigM}1IKx5s6(sH%b@lix(wySoN=cXxMa++BnHy~jCYfBTZr zx2*N9Ijia^p}VHWb?29tLquX;fH&+#=bhSI__dhVNdPL}{4Z9Dd@#JBY0*@>WSwdw zq4_z-zetA0V$uV6KeH^;#Bg+5kpc>0c^*YBh3|Pi?3;kCqz+}RFqDUIJ5EG;;^=EP zeL{Nm;(s#{>@ceu|A!oWPz1n**B%yZGi?v_;w2Lo0!m1!2qqakwA z(~4xZ#afkxL)X==D^Z0a;pLeR!>?&v;cal!r4(D_)nK z1sNS=y>;;p8J(b3M-;Vo<;5EXP;Oh%?M1L(csJxH3@Zy)T*%)(+g-Ve`j z;(64n$ssL!h%oDoX)aeWckf&w8m0cKe1i%t5jk(~Rla+R-+|tCs}iYLd()T@iwTPEe8edk{Em#WfVeOhnv{`X(vMNdEwHD|j@Dxx;hSMs!CLK6LfY@`KagPO@UAmurP@9VRyH=@w||-0uBQc zx@a{-+g1NVuQ=-RefHpqK00?Hk3&C+zIxrxGj;&}>5r2lKqQrio!_8FRh@a@nvj818J!)vw|nQT`*}dy{?iv|DPoMZ>GsD-(FaX zZEck5<$uDz6aS;QwVBx(`W3gjtu!dIH~)P$R(d}JA90IjO=TsqPd6OnI;$DFszh`p zy+LzGYS9y6?aQ*G7-A345lvl(`FvlzjKtH9Z%))4)tC%l(CA!lO zMKatB@uINiO_*JaI%79^1l2Jm;N!1Ajs!O6#pez#G=YC^wxyrQRgXo#C@GCvmD5W*yKf_q9!d~cevMyb z$7bHdXfYe^xRWhbCb_K|oU>xRz6&Aovqg540!DvwvdT>b1GE)wFx~!!8^E5d?a7CD zw5c2v&hNY{Q+3~e$JI3-~ zxDbt7=Ep%n31{<^S(zTLzVB|U4f)+<-)_B=5sWngl~)6etc;aag@ zrQ05*);eVg4TVV(0moN&`C6+dURak%5FC~pHCvX$#c#u?E& z`l|{ITx=YVE$<#eWww(cD2zN?C2-oX&x-88Ba`^V1sCS$7c?$!01`&P8FquMe*Iof z$B90%7%~?LKMgmy@+ame_H|5yPgh#j!fvPH0$HcfcC@z3KCs~0s$BpR*TR`wvp*ePeR>-H(( zme-;^=LA*(6j(NEW@A;)0NQmt5rOY9)1t1pNVqA@s>Q7ZG!uK95M7)l33VO(Z{Wbl zea%l5uW-$fC<>6>CfZblDYX&|%&+DHXO=31Cc{~4EATQ1HC}s7np-g4w8^%f-Apl` z>%5sg-6l#++t9FQSAUeLVvojm5qEFXWV0g{$=(Ra8}6^ryyU1N#|mG=UE$EP;Le2s z`sxHNxKVKvC9dfV?OKR=h&-#`Nkiq%U2xY-8TB3es$4Fi1{yz}Cq?bRyb;s%+pr=u zK~{_26MsWGBv5iJd;|xN0h|+_Ky00WBTm1Lq3c{|6d?JP` z)R<7*g96DSqx&i$Qw!Ql`8vcxT#flOB!w$^yM_0u`ru;P+hpTRwH!Em-^M$e2=TNp zglaubr?$}W<}|rqL#xm`6Qq^!c|S;wpYG^=wBgv*{m|^~*gq*Qr*1p&vNGp((`rJ@ z$K&N>#HH>3k&@--zd|X@fPr&W6r1*vgJEDY zM%zJB@XlJ#{*)4wfB{nLxNW?)o-9m9TPB2?OiuYZ9q=zB(g!lSky)`) znC@c`y@e0KiO=&1H%l~N-fQu~k=}-7&%Msk6j9M@w{AfVN-1zHWyJEH#QC59XCej< z$M1e6_y7NJ+z?$-tud_fs(gOc^gJ^L+4(o<=+UJxcD1&7`$o&@Pg@-qvZwAn-`$_y3wLeZAgN49 zAe{2OA9SmuQl&YF$a8>{k%aso5{{(!j^wDz^oBB%>J~VLiqwp))BGEeVFRJ?f`oTH z6dW#M+~I?wfC#2Kdo54&3i4{>MQsW`H@^V(Jqm1cRNAA=Y#P@+wN`aOR3TL1s4ZbW zpCr@UXfoEkt0oL)+h!bT|69_Pw$qUkXoBll0l=Nmj$1;$=w-l*w84&xrD|4t(lc(D z*^Dykk10`e@*TPNZ!uY2f1v()epfZu`+TVEce(&fyS4Dm176;o0PAfO44Pqk(jRpS z`Ly9LJ?rpwHmYu>*^Hn7~HLTaNocEHO{r~ z?ov63V1!x8LF;%~WfEK|V&ONq+m5g5T*rB<5*Gk*bx_R#E4J6#Xa?mhaVd$B+vs50Ds_$N-m zrvl->-@ye8cTR%4Ayi!g>63KuU@GC|EF+ez*fFl_yOI9s6TgZ&^dkQ#PS^pf zZ}1*!B#HCaymDA^VOZ$AdkS6fLGM=$DkpXRDxw7YlhThUc;~owLXb-;|I68F4uNtD z%+ALpc#~ez%Xfab?-Bt8c^AQF$R3EuG`=zSaEGv03jY~^-|P_o=TLWo z`|+#}J3^KxJmjuws-|6U;{1Gri22?F^N;Qx7zB^Jz*3Zg!V91J1Q(+q+m)`*OuK@6^d+Lk zHugI3#T}CrCT40V^)Ygk%mx*@RtekxdB3zlp=VG(=Aa-f9@zG|ygq*FOY`jdg*Y$vz#^Qx}o2edi42Wv@pm;1Ak%6ufk# zMd8EP&LusP?y(?7coYf!b5DWOejstKZfw9r#DhXZ-^ub(usbylxfjSXeE*Xu>%0 z2fYNF(L3jo-{5qB@nU&bb^o+%cxlKY(HVu|j!77*GB(N5pP(t8jG>sZ#_p1z(ql9A z4Otn;J+2c2%L_bNR6Ok=&bQX%6#a7{$^}Ri0iG#TXnzbwGPq_Z6)is#vS{tHb}1tF z2{e}T9Q6)n;6y)9R6TSTM>-26`UTV3r>N^`(u@b&B!b=?^!1R36Z<~bNw}-!qcayBERUml#YV!FuDMLV8Y@xB_x{&+nnWtk5b zIt+f@%%W5{mtn3a?`d#{&5Wy1RG;R{X`gCMI?I0h_Bt;I_UVaRwmj@l*Lfa#NS^#) zBV_yPFvIU&T0h$$XY2Jr)em@TI`ZpNm;bjPq;*_vt}!sh5e-Ik-U^X6k{BI@L34*9$P4<_$uHbS5lIa$hcG z_g3CQ6Ge&q%=T?T&EIyiAVE6G+nz=)rdXfAH~UMTi+mS-tU-d@?bFpTDaB|h-5bYk z_EU1=4i~ySglkvdpYqA$!?O2(b4A`i_g||&1zJDHZVrp=0G{cE383;}f$@@@cMiDu zgX~W1sqeH91k0e0uL=%l2!2MBRef0R{A|Wr5$R^Ndq`r3b)B6t5(JzH#i=;@hMMm| zuUnv1Hpo9}SZ2cC|ME!|Ic08IVE7T3+bMDDGd+xsE=MWSWQ(Hu|Q_(Xa-o z`+E>Abdn|sCxOwgFm(*DPiCsQ!ADTkL9ct0g4m2`E5tGTd}fxDaOO3(Ob`!(U>UAu+S%O==U zLP8Y?N>s^y8Od6OH-`}zG77mE1XCR-bO^3rD?|$t zf~BEg)~(5#BvsPE!T6$Q?$%=G2a!kNr?9nbGoPI1t_`k|dxpx!5R|2`E@5u)A&is1L=S47%v-&Y7@J$-d39KXo$1undW z7imB^9^d>V4p-0yZ0m1Nq2!$GP&Vrqir2ktoz~MA`h0#I?L1z_kdbaFZ235; zf*xS`=B${xuR^Ou-p2k94ojSq&%_qU%h;W8a&zK+c4LRdzxh|&Pqfe3A>qo%)WcsK zYfv5G@2b;wuJqq&KJ9)RI>G+av?CO}ZVpx8f;YS7H~04)ISFNxFRKk^?4{J5KATF7 z9X2c^!u#PB0Whdd2hepPXDSw&vFAkp?xH!gWC#}=zqW4@-177288I1oNNv{zUng6o z(bK7GtnVvZ!pc{mPek^p*r1EXeTOdBYI2h~9E9%U;I5)Y?kA@^S7|5k(on&^KBmuo_Em`R59~(?op#26o<*a@(+2tRM3h?5j=35RqZum zh(Ak#1$5{;N*5WpDMJRFFps8Vw^-v%ME5*mdb{8TvAO4sSA-|`WR-Z_ZLC1sWkX!~ z;canXoU$_UBcAc@tSF~q{YL*Piz8p|AFlAWSW>o5&Q4 zBJ4MPce9IOw-mGY)*0d-TA7GxTs;2n#U=#s<3{oF=C`1av8C`APfcY`(f4bgwi*9P zapYMBy4E%DiD{r&pTyI%wV{Ozee0hfn=GyrPM{dgXHsFTM8qy1v1j7jL6v!m{`>{#ad07B$o<9z3sO|ynOmJHLS58h%bT<5*E~R03H0e* zZyr7U9Wl??L& zMNW5IPMSzSe|*v2ZCxfGZa3c>Rc14t@!4+l3V#bM!FwOJ4gkW@U=Ky;iJY z%LBsjHd$@l0I$Z+B`=L^oq3i4?kf7h&S(MG#zJTTD4B{Jw}0jy(0||W(q6|@AQ^GT zGxBRFxJ`k&r^<`?bTa=mH&Vz51(xP1W6j1X|7wp9b){Hc$TXC3O0Lck4Cc+YJ$UnQ zIK`m+e6r@{tSrY>Lwz5i0srH&BhbB~!*^ccwLR$$yBtroLK7rG{lNT|mn&k&{!b`G z`?2^Caai?95XH^;3fDnD(zN3jZqyfUa-R@@INB0cm9}OtR>Yoc42loY`B_t%`lYTY zp(czR+CZeb&VW=*0g=WC0HW<#bo^sBgI4ek@k|P(z9??5|~oL%c;LB z)9d0bW_ggw@e!J`j!!(gEyu=oQ!X@ekvFxBL~0!qL{$kPX-G}lvU$g;ub46V$hSBp z(i2ZmXD}Cj>7c2)#2+6f7%}Kwbckf{{Lh#X8ey0HDc5Dcg!7YqQo(g=bglSR0!UJ8 zI_;zLvh(l`{+xb2F|G2x_FOt|wVPoxTgvQdu%C>r&VWoMssh#F(yh!{-rjGKZ~nco z=A8jOFgsgcxdG0?Udn8b&BcqAv!mXr<2DILbdW6$W4SRb(zo8^<}qGFFfQ*hH3}S7 zk(@$&f_*O@oD{#6TfX?`T=eyo8XFRDxJYxjNhPPi0n*n#U6?Y|laGdWsx|?i8&}Bd z>+P&Z=(C1us(IXG7SkT{>Y^!pZ@w;|cWH+~0SH+U_%QkGoRr-3)^X3vXnRoT$2WcF_SI*-(E?o{+N zzgv}3(VSoYb+Dmf*=AcIq*9YmEmZ&d^>8^Dk?kK z)+R@_IOoMe8V;_PrI(l@ek1fIjKP_7KQAGRs z1>{q<4C3a&XP`u4PSc<}snPZCa9i7)rLo95lA>13UR6#NAcA&ZbY?h{(;xd(ur#M& z7Wnp;S0woKR(5SCg^-y@4!Ttk_ZL`7I7+8oji2}6v#^)*!ODsjX*^WSYX$o>Day~V zat@c@@9mq^TijHU8p{K)>I=+Cp-DGLziKP@&83cS#1;ya*q>FAEZe}%8G1gxFqU9q zDrGVe6WQ?TNCy?y<%;!=P-V&@A(V^4OX8p*{wTL1WzujakZyrV#c^FtBO*u-J5yvG zaCJr*$tz_dXQV*Ub(cVkbv@So*$i!k*N9fV=_A^TFU$5DHNWm#@uZk4P?$Vmh8@hX z`S!DBx>Ct~Q}xPBqYif;^=Nk(;QkeV%vaPy<|Xy(zKUp4AWSss0)Llskwiqo%LRs{ zB2{p}0bQDeXw*+!yBl_R&T&g6x%) z-Q?l)=l2LgHcAFC!p3YO5`76O=ijogZ%0>>k8b}u2Z0LVDb>c)j}i5W3g^}E6nDcQ z64Xb}a2T?^CKWy9p5NxS-lj_P*t~kRmF2u?7I8cSOxtWF5@5838;ci@llSTNEBA~I z(OYfGHPbindHSsfBI-Cgu;V~>b>X2!gX}ZHxrDGZ`c|#Wyy`sU5)V_e{83-6ssJ@9G;jps& z+gpAFzl91D{-~nI$&)CJ^LRH>n|E9jt@MrJ{8T)tP znGlKCT=GN=0+C(ZarsW83g+PeR7RVDsP^`U%|uUs6repGeLRVt!NuZi%AcA*tcGHv zetI`eEu;H^l;EkK*I-P@{uTznq$R3yOh>qm#e?ba%w{JQe81d5-zixLVA3y^jS z_hP2z0UXcqgV@EhmJu>q!jL!O5d%JZ@pnAHDb#dWe&bt2hQnuR;*2>Y=xD;0Mye?! zDU}5Lt!2Wj{^27dT?8O`=??i~xG2M?v0infnljW?+4ov<*ka)pyR5!`+}c2ej<90n zDSS%EomENaZs!q@NoQYZAi8D{Q^rhXz{0ozq@FlDFN}@L{cB}Iaq)Lm zk2nyym~JI){$=)F?ZfRST~eD28}`p)Wot=GFr^+1NI^SeNGD0Nno{S{2QbVwyeUd| zC6Wz(_VuFKwxu&s>GJFvRMNm5yKcUOH7Or2%cCc*s@{!$Z*pq!?3&`miKLevL`=e$r!`b+{b?deVc53O zNft$5|MBU2Hqto-Q)lZJ-EBimiYA}))_FM`dFBb{EuNXsM(aKem(*b^3`eZT-B1yG zfVib80vpig#;+R0K9z~Jca$E=rVq7&cgR0~iQH$3KpukCMkB?u;NPVppf#f{<_|0`_w4X78#8yf%3vr-hz-ww zIEq+Fe;G9Enq*#k9x?j4S+K$qUGkhRWHCiJ#!ax^jYB~<2ZMmg%&HsW5V8y$>#IHqdD$0+x?$Wk2nX--TX;3^KRVf zC;#T@*!pun{Qy!m%9u8B&zm%{6azg14clZ#hl%9s zb5%hw6+b$BY~l%Zv%e?Rk*hPZed#T0#H;@Wugybnc+7n`5V92w=27GDQh+U;Bi!)` zA17c`k%5}(Tq>IPm2q&x#j3$_35APN6sH=BJiPftPd8o%?Jml6=mq$?$UzS{&7~Uh zbIULb?atq*AK9Ke2uo^@k9FB0!|w=xmnjx$g>bVD)l_<(l~T-ac{5T^9wz8{}{DT=)Do0Qqd7^^z{! z)w=rNUKt5pzozMT4l4{&u!%Ne*TQ!j472SioQmZNAHpZgs*Fs1W7Qry3nV-rv3#rJ zA3Bqs%fuVKQKjt(93=r?0&<#x3P3j_Xi-&eTs`SNlr`yCSUnt>*v+3)4I7aR%!|A>&GN!Qi!+b4tmnG(D^Vbg@aWm8w#W1E zWDttw8e!SYA3dPNaS-~Jz~XMJZSbeFd8WPvYjckP^l{Bj7j{&FG@)r|D2f{wI@s-l z{Zm4I0u9K1eq0Bh?b__op1z0+Qzpa`>FrE#&BS9E>oD(ovK>O1fIWc^JSEB86R>S! z@W=2p83FyF{f>r4BB1B^+9zpO3g=Zt4)`oknS9cL1I+jXI*PPJfzp5ssUAzDhTxa= z-}gHow}U@K(FS052Z&Ml2HH8ivm$vN{q?^Pr`~#OvER|lS6wnnZq9#!069J`pt=4* zqo)q%C?Q;{2g8urf)wvA4E`gcasQ$yiA=iBcxZBs_@~*tq>tt&d9Vm@R?9$#>&o>w767>ibc4K)he9BIqTV+-Z8$-3pdQY6TZ(c&#l9 zqwR8Tpw*^ZQLjB0L)n<0(-Y>-axS8ey6809=>}h%z7gN4BZk9+MuY*hp(rP9v6ljl zPd|WxipIBUTQb$+N$L-Jd{(Y+37qd|fud`NpCA`OJo24paxnBxmbIO}XCoZ)lDL!g zdM!(?<(Qg+h12t?kt|Hn1^IQf!qUhU>xMLEp-2{aQU?~cDW1A_C%AYle;0yjHG%a3y1K|nX-oNs&5WxXuTNF- z5yRTVJM(9D`84aC9Xb&=wP`8WtsZv5g!$nFJ2@~qdV-lzb&0wAUhT*|jwaP4zSK&p zy_Hx+WYNuy^Le!7rLfeQI(gSu-(brFQUR+e0cLBurvdh!F8Yexg>YN!>NSiMn%|vP zH!h$y6<3woDv#g2#qqkQDPv8;%IZz6L*m-lO98?x2lBAk`-@C!*l6hp^-;QCF(= z5vJQG!r)HlueS#A_WwmZS>OZwFnxV!C#HtU4hK7OmIyYsk2O!KZGr}wpXUXhd-%8j z-5aY))oUN=txWuopQWL#jrK3jEv^FRl09%m0T_E6e%5nR?E!b=3~YlK=AyLcW7Hdq z=GQ~C2^2~xax_U-7YMguxSEz;K+LvPg=> zWnz!Uy9$pNdT>?LYlpN}4hb9AXQEBze(_?6(sv&45akOF-iiFvb8w^-CY}r;C{d+&z826> z-7+ACYlIrWj?tn0qvmwZWT)$^i%k#zZYrQI%bzh`T)9i9{TX9-)e;e;^1RB$uR1w7 z?42reIyJy|oVc=fQj;qN3P|e>m`?pIDK0FDLqqX&HR*79|E2tgxnwJ!CrJv3`zj{oGwoY;)jo1U}lpzq`*_Dxc`DH)M;T|$(nCjF?H3XAZ6hjs3Rl2H;SQ4+z-xm=C%}HZ=23kWhz4(N61@A=1iCp2j$hg5MSSZpsybnkwaSlM zSvAaq1sD3HQzSu12Ue3;n4C~FA4^Pe=uyM7eE&UhO!$)$YBP1ekG}x>l5iP>an_}% z*m4DGbJ5?AU&Xm^kB(0sr@Gwgr&3=;V%(AeH*qz<$;;M7IKgJ9N_sr&p6kLSipKKY zSPCf#Q706h61`!=Cct#xZvEeVVJ7?b__BT5B-m}EdgYdr_KMckb}H(>Jpa)~)jeBX z^4{>D+}ay1EhL3FaLey0i1!c8c#Ee+W=^*=%9Y=)N??Epe}x;EPV@@gEU_8g!lb9g z9sCB>?=ikEP?*>;L&{y{ed|o|x~>;m$UwsmWpzfl8?u8i4BzD1%C`-HqY${RA74n& z0{R}@BfOaS`JUO|eneYHSc=fA|0tEL3d7ylRGq#X=NW-f0c?|HA{=celC9?iDdS`7 z2n_GM;yWcmLse%~-6)rg)3D=t#RC*L*V#y-Yuv+9LD4KU!Y zDX7gTX=k%U3cb2Sa*&+>Ww~%4O6b^b5$>P15rq4+(B;3Ja|2{8QC%cR>?x^zfo8Cd#)~vBG zm&E}~`m!C(#b}H;rkWB|aXnftk6yJi#!|gzF1of8WdE^&18+`CQd4N4qGr}z=4cxx zB{o>0TxTOj?T@$QK~of4lgC_gJ(S*MaMi8NX1ku}bZe6Vi)g*?i+V#F74zmj^#_2_ z`8swRy(i=uy;(}bAYnd;Ko-NnovGwB^DIK*gzelI!&}-aNG8b@Feu&v-SJD2T}-@) zN-W0YvuNJnX|q}XG?|{D7$_|q6o44=v$6-q9^3@fgkwI^q=G>$4*9vVJXR?Qtv;X0cC#9Hj8 zxttFOOjDwbwyp4>`t&|u$RZQbmBaG?wJLDUKBGAhP{W@@kFxLPy~j9R>Q@msbie>Q zBkD`Cmh4tSzS2ZjAQWIHQD-Scr{%sDOpwR$2y0QF#%Y>OUVAmgV3WdA$`dICoeuJO zM|1febpE%&J7zl7{mjAcpx(_dx$|)=zvN|J^mDhOLSVqIX?vWP_ZgV1oJaHDJa*GuzWV3T}OdJP{U;vK6Dv0 zz9)y=oQ0iFcI0@#7dXwImPcV#U$AcCl`>woNXxoM8)X4L*-otn;XTkFXBxqqQW~f@ z14zAd=H8c%J~$7pa;J8A=h#q;;NGB`tsoka_2c>I zbXC9uVNDa9?HXiEHq5kJPnRtc>CPu!Kqa-q^F$@0@S+T=hUTw%TRQqE9_Q77ZH{jm zN>!*fQp}w6vyh@N9aq*dw|kFVW)iGAcnT`{JR8eIrscL6s^nMI$A?rl4p8wld7-N$ ze)4J!5cY-`3#A7e%D&Jg->JY+bY`HVj1yc;alnS+JeZ1lJLH~@(XSbek}U^b-g|WI$4oBsQxD~nkSM`CTQ%31gz1rJk2>$F`VrO(_uuN#F zam6ke3OiLzfB2RzO&UcR!RuZjZ3%Ae$2w7%Etf+F*T2)Gq_k6%0LQzstCW8rB9&X6 z*j|uR4(r))Gq8Cleb7al6O4^@5Iq^C>Og9|51xX>y&b|&XY>F=a>o@HrQosEq~WKJ z?YIPQTf6iZ1ZUN}ITyvzPCAM!cP3Fe4NyFHURiq=S4a?zI~u0fjx`p+A(jH zv4mGNbdt~As$xz)OFnCJ$Fo>O7`atzgUPw5X{R6_h^S`_}Lgyy8z}vubXL#~&8=*K@s2tCK+8f@tpL+}_KJe9hZu+^B`{1&g1EkKT z@U!&n6ZKv}RJil;rkW}rGBb4o7(`1pj1A?yZijUV8rHlHqqEiB$#{JH{r>9l0B+PCA8l}sH{^U*#*6iGcn zXlbOC6i21tTpp5_Ro52#@Bv41u)8g?RAeZGFbi2`90>NSZ8`|k<1Ae^w|d2d6~lt% zPbJ+M6KORyD-s**MA`*$Oy3ro@n-q?labZ|XJN(Q%ss-CbxzZlIVnS;jf}%eE%QnE zY^zXWTPN-Ut(oMcb2+Ikb_K9479Mx_ERIl(!U|spym$cicD;Wd9KbL0oy?dBn|zt7 zd>q&mB=(;M+?1ab1+^+o2Yl)y)l>~)T*x@DY(U=`U2n^PPB@+~i0nMBvXG|T`nVUb zr@uWtERFRcus6BD*FjCEzIvmD2 zO~8ICMB3H8zD&!ur=mD#Vn2lbSH3VEW@6!@3fXrM-SoX4F~b$#_v~CqeT|C~Z?ZVnTeE~8OsU$h@IGO!vbJs%V} zajigqlJizqw?Jy0VNLf-Z}hSEv9cJUeJ3yRD9>J6K3R(`j#Nn z*l~BWfZ`*%SIj~y6x<{4u1R66>udZz>oeEUwfJelggrAe+C*p}X2^{?X>bRal68R* z85SWalnpKpX|6YBK$=j%kJvoezNXdf>|y|YNBEGEYWp|UUIjpDE*lfXk9q2#a=!~n zaNcFUB$SHMVh8owv3>N-G0>mmxkU|e@s|NCz7G%$Y_O4dB46Fe1a;E=Y)TSTg=Ox@ z>Q;!84LH3GGnRd_1VWRsm5IIjn)B?>5vZ}tWEnfkDPT9)M9GX)A*jcAb=1XD!v;(HJV>%!3_M9Zv&+B?;NFmAEgWoI?-UU)&V>Y;X+)v< z3UO5NXA;~^o$n#w*ON4=maV!%Taa~^Rw^uI5bgB%2kl)9g;jn!o**WrwCkt=>DWxk znRS1)#Y0oj0_)KMJ7<3MH(q5S?J^g>lk>e>jqsoNJ zsrc$0U5^yBHkv8An*as2Rn>3M%S0Ia7%@dJ3ibU(pVD=VCyrZeQC^R$1S(b6))}H} zA%0h^Wivait{SMJ33Sk(d|w)crDT5IIzko)8%j&&!k5DL4QD%Ycj5`Oevik#$0P|+ zZF%965*H$&cxy+Kuk!CEx<SM$8(r1mcGYUK-TisaBPl6M2M`l#Z+IV_qulwNh%)?$4u;DYw; ztNa$<&12^fwvd$M=%K(^MFbhKahMo0>U*_yoLv|%L;*gh$g?d`dim+e(^ZZXZf0Rw z75H$(@@sUzx@dyLFZaJf#{*gnJO|p<|ID$(Lar`u(e2vFQxCAGRaag0JJPJ!z1iP7 zN*ns_Gik!m!RHqvBO1MdMC-3_)S+eJye`RiHe>KvnD~|V(QOc{5on--jJ9YT?Q^wY zh3YCPw*%E-qyNIy74@5XPJsE$M$zz}TWN>sMn5$j0G+vS`g-z8IgZck(e&HgC5gc% z1qe5AQ|cU*t}E7pg)0wb1c!CF1(5owTtt@sxj3RY>v=<0~; zPAWW2Zhq+@M>wRnI^&EjHzn~0-ylfLRZ*$2fHMy^l3?n8uk&k!n;i~HCj$&R?hKwx zdM`HiUl4(yuuWb140Hcc79RO;-of3iV91$d$o z9U;G=WO~L>j4>=g`Zv}eHMJ^r4GUgHu7&;6PuAqt4JtU)M-y!c-|aMPWJ<;bpLliJ zOF!u}B{4Dujdy#FpZ9DtR4RbhG;!r)Z?Vwmc&za_Jml4XG2TiB52EIwsMO(i+tgRL zY@~^717ysoCnCHID@tq1;7{JH?4n8N13}pBxzaHn9&^ zH>a@`feru})0wFIb$(Qm-LLHtUs_5!+>~op6iJ0Dm zzcr;|pyZPP7<>x5vmV=>Xaw_TP%CzYijLSh2NNcCs4Q$_-RiNA@Dp$r@BnhEJmhl~%1qrW=|LCUTBgUN(f)+( z`N8(tjlZJ`Sx>$%2FHtkmlYXoE>8D1c9K45P|jE-#gS;^OWYW%KILtF??HZSr2oC46hER;f%j%j1mY z*&%H-#GFSeNF44af6=|=#S)N~Hw#@DWb5x7t9dY9aa-Ga)<#HncPO2fD#EGrIo-!fs!qrZS|y zJ}$Xc`$p%wvG3?gpJQJV{oe&m_Q9P(JR`6}4&`&psP1q7q0ktJ@D4FLg6N-OyG6$T z8iMHEF@6iV*97}PK$h>cC5)#5^Y7NUC8}<{$syB4w1<9JQnQsNRG+&GlR6-okBdU-5oyeancv6obDTvzj{-R9jYE(W*%L|IVyJoUuqh9sg( zh*+)d2E0&sTLKA1U>%!egz#%VgRaq0Gv6H47Irs~qL<3Oem)WS_2(-#y7NDWW)M0KC-t%;~&~uCD;xeZG2) zT|7-qWNpoPp^ye)!*>4hr>-RI1)i@wlvLR)y67Ub{pt;X|I-%`5Ptvb7)p|)Gv&nR za-;Pk@#-pu)#q|yLY5NLq0cDksBm?}mvi*Ow-^>eTF#x@r#|xUxX!nmI8x@4-}b6NiH$Bed0J%ale}Br;N5DT>m1#DtE=b>odomrM<5Fo88GeKl7WR=T%9Iq% zFxE`NtG9WxStk5la)YsJcIasn8#~Bq+nDZ9?eU;)~6Mr<9r)k*K6bBV`6Mgw@1`-4hi#%O` z*(nPcY=TQc>*R!a_*0b!X|(cBU%v$6Le-B{R~7VyooWf|uL$PE`;53+ymY~+xiq|}RuMU;dKv%#WD6um=YiI(n zj^W0Bjv$ia` zkix!G-sYADLz|xDt=Kn5h_2=z2yt6 zX$01BEu*1J1RC}))~mw5YgWAgc(u@6#JqQH-n>jgbT)ChYT*6qq}J^xDb*s`b%(TIcv-|*ansE*PP^VROXSqXsRq>XOynGL6O2dy_Ruo?RdN3b z{$ur4ced{)1x%!BmIba-rhC_VD5m7M4G1Y>97efK{BM;31*JDm8Hv%Vsn) zC8B`j8py(oU#sFYeXrVgKzsvV;Lt%DRgtR(qrv}bFwRmx8BTBssjh;os~q!h5+|5>S6B~Qs3OSFG+up7b7v=4wW%jFFlTa@J| z$;l7!ieOyakI#ZxA-^a&f3MZ(_kTcY=wR-ifPN6u7kv+R^HfrmcEAtjpP!O%5 zw`L8i&DgT9ZvxPxRsOAROMnW7zZn`Lx!@(*}ge6|bKn974FL3?jdDe=|G@ z->P;Ac{b#bEn@*oniEyvC|kaUnemf&{CknizDluF4t*6Eh_CEVA>MI>d2{_seG%^V zutHYq(C5}(ZEwHO);>Dap)l)-+g82U-_RLwz3@aHLsIdl&JiTx&ax^!6*l|46#4M$ z-S5r1ou54}0^mivV;Vd3<)f&PVXyQK97>`>+yG(zts0vm+>4FrWyIdOZ%J^t|IBnP zjF@_v(+-+6H}m8{)zQ3G&QcMar6_VfNyrrP#pL1t_FE^Me2D4$R+7E>2O7^rR z34s=7yN64mw+NUUy0W@;#rwdXp#r0l=ewXb{J3<>lC^ zQ??-sA#2(Wt#wE@n3OQ{3KNm)$MVbe0l%>T?e7ZybD5Bm;0g*BJ0Q%2vF8C@ch4(C z68-(G0TQRs`%_7m2CYMuM9j!DUvOkym{bdE|8Y zVjW%Vv`>vXOtSr!RpBy~YZIgSAL<(*K_0>kCG5HU70z=2}icNn>!|DBK(;dC3 zq}^YM@&t|+j25Zt%{=~`@LR~iDOMw-AXd-w^>9zi_i%i6M!!1_UJLf_!TXyEQHH-S z5@h2c$oxm~KIe7YZddewYfR1MGSV5P$3zFg_q(wvTh{H$|`L9ce&!E-;zFZ_Nt;&MDRVbVbFi1PYA@uwcWHkNCj`c)Wj)vdxj_)Jf>;S_^2QJhso-6p4PtmUOh361$+bYL&!Bg*n9Mb z#!BwLILFwL9T(BkJ|60klZNeQvXy#2x%uFV52j{m*SO^M%X~03tgD2^uIG&Qd{;v0 za(opI{e|!|mv*`X#$#*Q?E3i?8=m2+?*K38ZXjq51x{r_QJD$XcaJ9%?~$lc7@=nw z^)d_jj?qT0-_D_~3#t&=zTu=Vx$7d0&3*&2?|W?<$6TG`DU&~E&=}mpG5_XIeOQ`u zDk)d)rBxA-$KYfARffpQ-0azIPK>e8?3_5Hn9vXcTI*s))zwkI`To_><;6SE-FF`* zx!d?C3G;watMJV5#{A6_=>#ohOkwJYD?i3}L%1L?q8ty-=u2d9dE)Pts#%^QUo>>p4*V&%|!-u=N=-o}nlorc|> zfAR0&o)Q3rZ=q7POrim`f9<|d7qkume8Ekncf zBaC_h;O)%7?}fYiVxiaw&bDC5CI}{TaKXL10`A$ts+g|b9;jp!T>Jb(u+2_5wSb7H z=S!b{=S_F@5~Y7@0co~l;_^|*{Uscx99*)cf~onP6fiKLODt=0%jO7w*oH33kzL^R zhU8a$=YGHNwA{zl=cN6-0kktwd! z7)!;Mr|r8x>Jk-m0`5>t%Wu)4cr$9WEGi5d4C^W?A?DVsw99m}+%h~1lY_X@lrd!i z-U59QGfnVm0OhNbXDloj&GUyf*v($#t@~|H6C%SA*8kNIlQv6tluu22xXKF{N7F+S z@yC zWCmZ)astD^Bvibj5L7_c=fMe*u$A}aJ za@<7dsS5FsvkE_kJm;iM$UpiGCh9lyIma>Jp4^7b@h8%~J1M*bUZ zsT_t3q>kbj_R5V6ThW^-5&LS-HnSZ(d*RN6)mXi#Io?z7 zAILJr{XxoKI5idYEnP4pkp>IyQ$aFfl#X#HLL@LXj2o+V`w0(A^iBtdFWXqohI@1D z7XbH1T2}*Tt7pah`t9*nb0juw)pcx``eSqX<~1}3;ayhD4q?QlXJ}id8kD zeFeetbQZoEz$5yj70a@{l9;;gGrUXcq6s64QIzx=M(~82V^=4K2!D#YQ;uN62WO2N zD0Ov+A{&2emspYdREQB z;ar+Tb638FN(m}g5=j=;9W+If8YrS2Qag&74sTnWp=cfK49MN!B0<@*@}{htSkdHo)@nxTDy% zpQ~3UEWQ?GFA#K_U0tHCt-z1S#Ecm$rT%fm;Xn37z2t^9BtN%=^LK%)rS@H1MtHIa zbVl-zInU`ptK>2MLA~%DLeN$^Y@4*Pxu6 z78u(S%Q&Kw^Q=^?ET|zkheB^;G8}g%Os<5bcky2o4$*Rs|q&ReG+F_lJ zImC|W%Gd__S1Hvq(k%fe<@#T{*gt$rl3K^LmQ`z1bPl@Uq&oekFL~rWm*((2YP8cy ziS`;`C}rEGI9JBd5Z3e@?gyBy!nORns3)EY?ph;7D>Xq0fMDYvQ*~@sNtcZeL;0V6 zW_Y=39a<+pH~d8v*2=c>uNj=s7kmVch}$zhj5cz-?ai}?`T>B&$uIj0$`wKmITfR~ z5s-J`wB1&H9D|O3QXk-#5Vw?lGuf10YbVWCi6FhjFI?g>w z4XJNC-Nck|vwJS<^0UZvU$e7L!1*1ucTOj7)2ZAX_VT8VW>qVp>Eabc%R@dg6Guc2 z6EWV`Uw`#4Tvc*XWO`=IOect|!NKFWqTl6JP$b)S9l;_LTdFxkebq1G#~hS& zyF@GyH4(Z4-j=2N)qlFW?mf!z8S$MeYNj4CuKP{z!lG&>e^iJEz%5M@KU=SYV|aVk z50C&$Y|bH9f#96n!n*oRGnYye%bYJ*?DXqGllg7?Li!H8xPg?kOkg;d{>i$hWD~EP z(bEZhJn_&5iuDE&B^L#%Vhe}-Jm#XCF$deP#8hN`kk+EK+(PHF{=vjVR3^8@KPP84 z&7Kv5`;kOR9#fF`rZ0HdT1ammeo-xEg!I6Cfk2Jzo9J1H zqmv^K#sDO-AjOw9+**Greq>q7B~i*PsVf_h?H&)(Gx1}WFSok>TKb0=1p)E-&=c*x zmWDO zZC$!SIbjoZe&cr7d7%{isfvcH5ssfFOfBrVmU){Q#m!~v%)W&BXsJ8erG&qyiPhr; z;sjwvtTS-pB78g@6MnJsNlZ5l6%ddmFGy@qY@4F8pF~6TuUED_Jen}b@`CndJeiJc z#rvuT&I8OCpw!csAw~H&Z;JjNwtJXZT1X#y>EX-$24PLc-p-0((jQ_L|1MJ)m;o7t z@`_+=a(_R6)^oyQOD1%vFj+|N5yo@-A#RwbCe& zrAJ8g-XPQWmdb6UbnBu|hz5nENucRzO ztJ!b=Hmc&F!6f?Z`?9Sc0Dhra={;uSV^QAle9ZF*k*Bhfa!JgiY7ezbU(x^BqthV- zoOt14O6(9bY1L%pW2%x8AG5IVhOt~%Ci4AJ)I;Mh)lvU*hW5hHYY>o8>;=%*XSp9@ z7Hygz<5RwFS(e73c3#y&A9t(1TEwSuoEc1s0mJ z>9THAqQ%IQNut(VGcc!3pvcqPck4ACcy+o?ml6%#fFB%Lx=4!7&?L4g-oCk*SRFPv z&4+x-1D$=3q?YYNk@&)XP^&|s2Cq`PBik<&mN=oYA9-KLPWhN+_rc+_7%rBcXrj_P zQNu9GcR7>q3%R44$>9rqM$x}kjG|N8gI0`SbL-mc^J4gX7XU0W#;#ps0A@Pd>Odv()ejB|4sL-VCa=KYLlv5JT+U6gr$9gv+c; z!iDNWQPakbYV9xV=O0f^({+P)q11_RP?rOpi?b&0H|w$}jBbP)-R+^m-gL{&oGrmm zBe|Qn2Ob0miOqQ{oR~5Qj!$h095;SY`w&)QCz4+tQ(exQd!!g7He6Q>?0lC;q2r;C zMzU>}GDt%;YuxF>;i^jE;-e(Sb|HHSca6XyZ@j-xlq!w`pnB+id!iqgKJXMTBk~+d z!{gl_FR|Hj(?1{|0*ZW@F2ug#pXv>36Ss5DTBC-WW%quIb(qO&u$9lSx05ql<85&O z2lkK+rq*>HF|2L=4iZqiObhkNQ{*Qjj=PM5(lr$k#q^YsHp!82bI6nwsYFBVG_*E? z6eVZs?gI5#>VHKQ|2Iam;!K?)o-B9tM7dbOBiklIokiQOX2#e@SUpkTpp)Z$*Ll8C zP4oUCk}sp46e-l zc%gTPSCirP@pC_SdoIh24UmEb#rv=`l94@V_JbORn;Sxmi^{$ znc;Rcpi~ssk0rQg_KoR;L37brWShC3BZtvrxc8qw{_t!F_LziR<-n62N@-rKW*%0u z6+hgCQIz7AGr;`V%owbru}%?qy)d?GX>)4-!`20brcsT`_;j_ac9-DvGnhAfmKD9^ z2IOe?J9KtZtTKuDR(#D8fZgcw^VDg0L8xQi(p3GaRerrxR=piosP2Q?2UhZdD$~h{ za6Hf^*JL>;+W~(|A08Rj-M#ldO+(i>`xiaY_C{lGs$<<;{Rra2BU#%kg|8(eb5!qH z%~nt2M7>te@wUeN@jKTeVk^c*%6$N<2i(&+a%hjoS@HCoR8Gd2SD;r2VwuBM4a%G; za<}@7xE$%#<0aU#X6I<7(T=}a@IQ4(&{iC~Y(Q?DC58+DlQ>}pHbX~h=B;3nAvWcJJkWJ>y&xd%53;Cr0E08r9Y!x zW%gdmNt(FV{!!>k6Yb*+>V)t0Ei><~#K*Wlk&Mr70=#k{KZqyB%yTf(Ih?%IXKHl? zIX8FO`QJXQn4{T$_rv!L+Q=hp75$$KNZUnYAk~Z{YyVoLjU%hL%&&n7%HOm@kjt?( zfC=}XvXU;I`g9a&4-Jv46W!kpFWPlY%T)3|@Ow>Pjg`WHa~dzx$+b zF+aXV%!#Mk&%5P95|YXJ(|O!j?vWL89cJwsPFc;WyH%WB&vS5#+}VAEh|* z3yIK&tTK;j@E4oxtDIznOx#VazSvZc#_n_Znmx0XO>p0Rs=dX#>6hkn)EY_OzE-N- zUIH0$wv`!}8cDG;RY{Qd*~)elac(b9Y17hJ3RgCbP+jo$EGE{-J}6@I-NopOfKuYV^qt9XkSRfMafi_KaTjliSseJk0(3huQd+ zA0M9El`$!;7CR=I}2ucw{<#G!Q8f}U%s`C7cq?T^Qb>r-Kwr>>%dA^ zI-~|Vs~zw6?qB9%)!5cu;6z(j9{r?Q$1(amwEL`$L#xkKvAkl$n*43C;|@)HaUIPk zg&wVrmr2PH8btEzn}&xDizej-x>9&;QPJt)!ICQy@Eaf?e?L+MdV0N(`R~w*A`=w} zO5;DlXZs%$@o8AZ=eb^ZBY*|seN(Tbyivb&De0N=L>V8ovj=XVc;fk|x~${fHt+FIVU zEOpK%3L4r7Dc@xuCv$~a)85~CNu5~JGVP+2LwC}8gU}#Mm5zZwIV#R0pR$`++Wiyw z?Ce5!+FG9&MekPQ$`yF;U%u_I?SsLhlZn0QSsJ2_#z;j=;h%T@u5XytQ3%2VGYSOX zk*zmK;2>n)A(gpLxA93Eeitfj-xouZdi;|@SZJU1(GI2QCpkNXj;S5wjVk1wtqw4G zyVaGWV%~_;JqHU~`c3@brsa8YqLO1Xf!9$b!E9Gym47dzn;edQ#{?im1woAse}snh zb1Sz!hqBNbdp{u2Qf8~s|T^jz6gQSaLGkOy0#2}MMxO!?> zY6m$$&66k2t^MLWG!1^)*ANRLm3dKM{;RWZ;Ui9dq%<46u0WZvjqIf}1!%%SSL$f1 zZAS`7I0_+XI?p&vi$qaR~T_3qy+KM zW@RXr=Pep(mUJ_J$-)-$VH)Hn(=d;W=WWNrCVEV{hdh;@WGkFJ$I7t+G^X)%vZxuZ zAwRT66FaAAyxQUQzNR#ea`W=7yg2)0V6a@*{Z&2qjh*d-VZo2t2%XMoEG1T<(2ZKe z*13WPk?O-j?5E~z-X*qsY%aXme-7v^nd{zatWbkh72%ah?WNH6o1ZM2VOsaix>?^U zz!q9zakZZukH3;{1vDr1lj4IkPpTNMFz=E4n|b;+d6Ry_L$%uPdZ+mUwAZ#M`WYr)Z+?3VY3ilq4Z?I;w`rOJFT3(Nh< zpb$2Z7GcWNpCKRrsbxq0Le8nBEfnY$ z1hrU^MjDsSxKD$;sbt?U-Z&w#86EC#^-63ba?TlnzX@@)e-WLjg8yn+*+AQZur-$><^m&MTEF_3zM!vHZUvXTx^Hal> z@~4~)xV;}y`DXc$t1a06BQlo>4O8thmVwZi*u7^L$ zL;r1YKiX3B_${A2qf6dAXWQ0fo$qwimN1|p{V=$oogaGJaSV^Ck&q)uYoVDEdLU_s zUb-5u9VXrW3z#;$jn=k`m$N=tKk@jv9_#xqSu)U|(pD+mLS~xk1>0fCT(|E!3Z!

J(s9WiU#Nwj#inK#v=U$&(XXB%um1mz$-1`r zvI@1V&_rE7Cp!MQn$iAetE9O4N!Igqg*6j~+(1N96^n#Kt`q!gqN2>iX>uC_Qp9*& ze)SzSD_Lx`H+5;N7U&0vN1`9jbcf@|8iA)_v5mBqOz5e+DX1K6pM$;}eOzd~?SlV4 zrQzWxKfw#F+UNX$GhD7>QXK}PMESi|CyI59>|QP;dQ9MVP8VFAYxw#e4A7A4>>kL4 zhic<2V=v;DK_~AvpPs%FgrsM5B43y4+@JOe&O`8~vq-V7C`7vmP<4>G>}(ZazWw0E zp!?gD(MCaINzi0K&yuQ9#@e(~iXxs!$53ocq7%hb?2sR`xfb461#k67rbu1$- z>ffiYmo|-MNC1&<2P}kTc8ZNfmG95B_kDBh&SAsJgy!T~r~*H??I0Q(9_pk+A}_H^rk5|Nru(aRp!hJM(?e^q(t6VCWCEtuEL z%-7JrYfK~~py(R=-Z+`21e9%K|^~qU=l>oKTm=6)SVoM>dwm|-y6DRpkPk@!zu|E&?}3r)uFd4 zVyEPVojezx;0q6(X7yN81Wm*eYhuBO4Yzuq=4tK)y~p;Nl!`0o)HF<F z4EZ7v31)2K29TduUfSKv!Suy#^`-tDnWC&Nx#4IcNzD7&Pg7AN6@O;QviY%qLjp(k zVn?sgylF&oLyBd*;G19j=`thf(#qRX3Q)(2wRJDdZ~MsI%@yym<;FPw&_*urSN?NR zF&4iPmD?dzYO7|`uq>6=;Q?HmAeD6~*PlaxQeA$j0JuAO`Fi8&M0e)eDF*d26$M=Q zdpEf#Uq}9rD2anjc@w_|+PlDYMHU)dxQ}_gsB3Gq;Qp(=Qfvd&a+gPDj2PtTI$6he z%A|7#eCdxV@d#{udgDlyF9-1h&wt>NpWS##0uF2HIbT;=Czpr(uDJ zit^FBFZ|VR1dIeU@*Zxo?G%aABU#YH#s6O z_96UrE7leiX-Y>Ka~^C_h9#_YWb5>|pc1`_7{biAmHfs!5yv3BWa6aO9;J;J9OARR zj0D-{cMJ)}jHF1CkHBcToLE#ak(h=K(fmcy-O1366C4neUGTm|IX^iHB^?B6_SLz}mJiLM54UQ-;O7Qow(szdp(?a3{rz=WbM5&2ab(Sk|8*5IL`wY16_pk6 z?pi(SlT%-&DEOLuCrZBiUePMhh3Vhve)Pq`<1PSWRz_#GoEh_%gU~{r5xM$m1jjc* zMH&e(1()p;{2DVVCt+!YHAPEIox_o}F5rk2hQr>oq;Cb$M~J4fK=qJ-B&r`Alh{L+ z>TBI>;x0FxoT|h7;utDr42 z|IfpNp)IDq0t&2h^BH*yJ%1%|teZE9Ypg37POIC?`#o<)WpaelR<0XtmKDsAgi-xT zecz*{oYJ(ueP$b&-t}r7-XJQxY|14jOUQY#{gpbwhz)~W-OFQn&|F~Qhl@lVCxQE* zi7A{FqPX^UJ6&5DE-OngL8hspsDTl>*t(Y>==ikF^^o@l<~&4@r-F<0Mf>$!laNJZ zOf$lS%b6Xb0OsE04d9{erkcE(kZiVR|5TK0K&I5dJ)LP^CseLpqD%7C_CZs=+iI>g z1@a_Uo8no@vYethA{RObB%BGq?iz4`@Q&`tM25gkb6@+R~I0dj}4IE-A6^rqXiABQwn=598RO1ew_`1BJbJU>U}Lj0(9l zjK>jqR_;D;Dz&%uHN*Sl;h(ze7pJo1E=Qck?zubGn3);9Kri`BpbA;c3t1wS<@;+K zyKJkzml@3Taa8{gvStWsxeC)R$p!V6f=k^O>0y5HaXD+7yqWK7i=&AW?;-R`fZk$M z>MUOKBBLRkh+b%3Ur}t5ByFEi*VB4!CYI=8fZqgC_AZw-#(8M4{S}V&APQjN#TNO+de`?bq$pq(vrX;0n?iqx6oI> zt!%TNA*eUMg`3MIytauA<@-J&H>i8b&`s<=0-+LWN&nPEm?R+gUojFiXfoYD&Pk`4 ztUYfDR0#dBlhCG<1Ni?=gjtB9Zy(rRZ;Pw?Ti7-yg9*gsm`k;XnQsrTCk6gE$v+}Y zvIwO=-;4a?nez2tRxt}GC5NMd?ZThg(FtjdI@RgihvDVv&py>6t4#95<*(GqpG&rp zfcks+#@{zjZf#L|J@Szb#(AUVKlUiRYwsu+1!DOwTUFQe5LMWu{>l zDllD5^tmq?zDDxR01BiS-M6F*J5t23a~f!t-!C6xNGZq_2e;WUV@v+B-yZAvJ|}V&2|t|^_`ZUCjv&Royngs^?cF@xT>5=28-Yyv zrae7-eWM}#u}_9*?y+;Z={Nlu#*9TPddK;Jce0`4Phc_%nr+{B6axTX0*NN7vC#oJ zY=p06MR>L>zJ8|$e!`%GZxn9^moGK8yTOogSaw;%ey;Mn$!A$ZLmPRU5hRqZL{g_v z0sqX3~G`F8$aPi`n`TU#gt6Fu8g+=>nS*ST%NgH8A6Z5L+xYxJswR zo+v@_@>&ThJ`{J2gs}0XL1p~2Ht&1Sy_CVx);6yIkpGi+R2t>V+z)VNBdnw#*Lo9( zRTTX69^3XqOy|u>RNy`1?DYIj<=v#AfJ)@emi9r3Ze|>Ps zzT(=95ntFzu-Wl0UgLGtubWt!JrCBOd_!Jh^Wtj#X?u7Yw^YCwbTHsA>gPREmKboc zHZwQ?rY?&zku{Hk{>+&gV~usq$G!n8^iX!5>>BM z>mY6K|HCJ7Cc%6nQ{^H{een#Rcm@fj&Nc?cc8Pu& zOtpb=Z|a{l7&4lT-&TVQab8}JhnfO6l=Vi(^AcCiWoZ_H|0R6lq5?Eh1H#Sl$5330 zl1Yvo;T~Ym@reOlXWw}Qu(^=EaKGW52s_bC&^Cr+z-hbbNcjcnx6-#e_yh?E0E`7` z$7g+GjDN%yF4K`42sfpvZP>c3NFsN)&5lXq5n&IX&i$aUWO^tXnGA#TAakw)!`IQR zx(U4p1(M+(YnvqU38;+3mFSyFnK!kv0xhu9m191$ zYuwymnw|JeTQ^Sq{EFHcMZ>8;FtuccVg&E(I`Y17QsmIq%_(V=d(1L&B<*YbK_ZZh zK0ffwrcpkvuEgZz`S_cM!f3F051Tw=`)S_5npL?nRh(*k7;^oh8a<;NGFwx5R)%$8 z1?5eFTn~BvZ$B~L*HC^-@lZR0=b;_IbPB`#4DaFbU?++32aYcmmrR@Q&iWbQv7dd9 zX~^jbVwC^cDXukH({S~#45SO8i;es6y@DdZkLU8nJFB_`mgGlhy_kz{a|jztmIrTx z76JMtvW{`q_7#Gk@DJj;jN2@QF5wE5qE5xtdiO}(Qc4s9(3>qiyK0hLK!=#q^w+u+ z4#U51Hm-H@7@)8X6{?PGWHPU-`|k@q9GIYl$c@~MvF6e@(w|RMy_}65X_kErEQjm< zRw@I2yb3S0X918o5*wcO$54b++{bo%Q}h&pt}UwirhzFVoBjQU51^^&x<-zHz(wu@ zEDSO4mYo0GEhjy!>n7<7q)2i7(<-5eakUoQQ5pN0Pt-`|4qYPE)JUf-0x3ESK3BH=A zXIefI^$4?t52&R$OdwPQmMUe-w#|6q`BdtI4C zwKPramQ6;x5x!)Y=mt)T_#`EV1J~P7;QL>_8yYOGl2KV3nX&B3H$-9n{CPaIBslB?Dc8Vf4 zex|s40GN@`@o5M`p^Fad+O<$`R2PMsfw>6)6BREPY@$duN_$4pw9qISXlJ@k{9alh zXi1M&U(cQynf^c}J3@?Xhb#*p>z%hlA$XKJCXE?nHE%id}znb8kUua-%gT`cBdQeU*@Qrb98 z!cK=87vr%zz$Z|U{skM!!qdbjd^8dEBq{ICxeg-_PJm(@R_6DlD#mNHXJ4`9RLU|Y zT!ie?x&oD{r+8UYqs@nq7>?-sjpY`Nh4X8!=}ZwQ7}8v>qD&OqWDEB8OB^M^7|@u> z^@58ECgKtAG9D`)>BEXDsorS6gsTObCf=~jR;P5?1_rDJdwOX8VGfVR@Sl(lcOj~wFHMMxvP@) zv?36=Qwg52_+J-YUWxQiu$kHJF?0!gnuf!Z6M+%Ay{-XSQO9?}gnUsa{K_9)ZeY3p zl{%R%NacNn;GD+vBRj*lxBa)i(sRcR+UAO~oU$t}pXGMN^%&m8jp(-h(kaT$6??@- zo_{Czt1Tc7{Kr5%Pq7aCyRKj>dbPk)wIg`Jc4D~+* zeTVL&nd){c8v;xC^LFRp0yZ-DA!|6U77f}l7j|5a$A`*Bw(JkRg$|v5`Q-Y*kpaQy zRpypfJ(0fJgf{>D@KbzmDCgnQA4J<8bfA_JLYbg`lRaUJK155EZRSAJU!jWd71nkQ z>IMgskuGB~o0Wsnql5b1xH{9z1_)$hzA#Mv5=3`|B#nGphyyx&bS}SLG2oKCf;4VR zf}b#I<$=;F5|XR+V8n+jUmL!U8*Ap7ERMTYz`}x%PKHpgGRxxFeo2B^B7Nz_z>sZ6 z=OCE-mW^5%Z6uvc^Evz5+yKofe-ZcA;O>Iu{aLCcn7IA%vVpfEpokk$s)+ZFKliId zC}!1f0Q3WuDnnV{1=b{4JLXv8U`a|W0fC4Y301rncZQc6M{-KF1&YLA2G-yPXQT%# zS;7d?9!EB;$jQPVwyH_-G!s~{F6^9gZGW)qnBAN7idZ5`dZWrl(GJZW0 zm+h-avppNSP2lmUksioUBI+!Tu!^KCknbGqc)bD5aRT)5+kC2RDxY~5IOt7(D*9D` zjN(C;XdynD;%-%ttj`zecT0w(I1M@a#2Pd)qD!&=>TfSx6#jAHFKzflSfj^vpO0!@ zKPX6^Jb|y5BcZR*AjAGQw%V4EA>M#4a8JT z^@)EMR^Qfr(pI7_mMU9~@Z%_shjx8*BDZo9l-VPynITi%%#SOA@VNl*r%hM`fqvv$ z?xL)mRbxYe7i&{s@{tjSH^aF4+V0jjp*=o2=D%Rd&9^U1?_PRojbkFvGoBm4dc;m+ zNtvQ=q{82I;==t6|3peSXih=o%&s*pvr;X$P6u~kdCltPPZuN1UlYsxNqOm4*mOcg zXQSdjV&}@(Q_J>0dCM=F9u`iK-J3Hshdzn6i%5S7z0Bft##p540ctg7`(5`909b5C zP|@(8g_yhB2crurri)F5w~!#3|C!c;U9u~#N{M&InFaMd1|EW&9gR3T=V9KvNNdXC zU)!BaQ4HQXU0o$EOn#?7t^u z>CcLl(T9A9i_$X+IU6_O&%&0H|i18eAGEfe^Okt|a zj=S|AeFZ1;*b>97%8MvwiAc+4pX9VHFb92P)fdU4eMYgCoD$I(M`Gbfj@b7&lm<$W zI)LCGmv8bfxrFptcEc=uDhCR+5L$C8)rmg)_moK-$TI!d&midDty0`N@ObrdSdo3) zvp^uez{Lv!DkA#6b_fQeF05(XGPXx5ZB`gSy#U6AeISPz7eZya2>R>i{EDzbwj9 zj&QE>9LS|;s?iUknf(>yC1Jva7l`$UnC)d(=JVt4Do9iWg=ha>;keHwACp?Z6;Mb^iPSo|-Qug-*f)h@ATh52+s1JXsJReM=Ak66Oe6k1g>KF%wU0t( zj&rPSr*+g#J?3;TcS!5L4Wlaf8}YBxZm*Apx=Wme+~M)xP0_L5^>ISQaz7dy!Sv`a zm6mqYQ2&aM{e*q-%%+$J*HxBciTOF-nF-YkryMo|fwUr5dlk>!L-16X&GB|uEf(F* zSw@UJpVTj9#EEg;gPQhHJjM%kl#&f2zudeVBS&M0GN-=X?Rk2^dQXq%i}Ei+e?>j) zyC7{si8gKAAyzR|($u^;NAE?DH@w&84rBuA888|Ttf~WM6Tr#hUTBn91dQ)i+%&dB zIbsCeBkhOi|FFdm1LYua=z?e%JHzoRrq6C@UZljFKmy#0mzqkPV=lM7)q&^3?lHUp zKmETU<=C5dWi}JT^nhvCeAcyihZx&gL%yd#phz!a%E#{RdME7G5A=+K&_*CbVzZfZ z)XRlBsiTvlpfaeHW#aS^^4YB(2R1Iwws6x2wtv&us3yv#&TZdgl@D8j!EneCX;8;4 z7mqPpztXZD`1&Q}gSqcWz^S52K9x??=iPQ%OwBNb#|2sfm&vRMmtZ2v1?SZ!c?KO;(G@xi^USIe-RX+w`j_H(%35yR+dFJR<`0@9 zvXChtbHqL- zmK5>+xL!`+)+a){Z_!_O{T6cBvo5Yxx_|O0`T`({T_C>Q#!~AV{vkvu zo%~G=_9uY2Gq$!>Ab@qsZLwNlPlsQ@Htw;r*@0MkCcfUiM1jO+q<7FNv=QZOQ|d!) z?%I9Pqjm70&luVy8+-cb;#fhQ&G6|}J3_Qu=xF?_tjgz?kENkQ46ThNa}t3$G-Qq! zcGz_G#v>Q+mYng*Bq?Xl8`b!TyN(+MedVFADy&d_MHZ^N`wX?!u`i_9J*SMLeeZ?B zg$jpYJz4!`#5xh_BVYCo&797xnfaXEd`Sl5-9aO?535iWz-)xB8Ntc^EoB6#&y^Zq zCtsW{0nCM)ikY1oHEUFOa($|De0xR-l*eR|c97WB)fY?~D7MDH3&@M9Pd*iZj{aJ| z+S(@CYlhc=B=wu=H)YlwAzvO#^HQj|%tAWBWA{SINNi4qhAb$xNPhkufjhC;fj!nK z*HR1q|8ez}L6Jn;wr=C@?(XjH(73z1Lqp^4(m>>w>KmUv7mY$5@7#CR<`^8is&&@l zq=(Y-n<*e9XlF8W!HRP6<5&^FwQ+kkyeO%GvPL%4P|>z1Aa$TX2{dcA9WOC!mMLZ_Awf>by!W!FsJGF$rE|8alEOhyfj3=)(pwZov!{b{>h zaSDtN&DH~b?x8oQZqlH@m@`Sh0#PfyU!h$26=-h}h$}pNqLq2Aw7J@mTAS=z7b6%%m~^&5K>?+&#c@zs)kS=T#%S@cXNDrHlv zAJP!GybbGhLcP^Xn`&39uh+u1`zj{|8e{KbREKt(2gk2wBW-t4jtvOLg7$FrP#79kC zHJj;7R=Ugc=C}UNWCi1p=Sa}U>q*JyC6dvatizVT4IxSzNq20JRh{!3ELi8HFz`_v zxd^!Na+qtt5-)%ilO8#epY<>yDa|0o#4^Q$)eI7W4Q7R;K%EFy8G7+0Mf^lvAQ1KG zmXR9AuUG{kF_cfyu9)a-72M&f3da%#{M`XZWz$3e-@m(t_d*!-00>G28%6nT;kve0 zH7t4pcv9bc1ok`bBrieeYGPXZpjH9RA3Ssep)s4iAHzG~sB73%5IFb1SZIcvMa$Gs(@EqKgkm174Hk|WfQ*b*$ZcveCQeV#T*|nWQt%M#JY;yqXo^L ztB(w(3~@ek?o4F+Ks*g9z<*vNyP09o+kWL$6P~3L5n5vlQsCbs1{58kZGTNs89e^& zdY+xmKkk0p>A%>VH3{4^cF4dolQ&G#wnNvgz6mdCDCe7I;L4>HH~sj-3f^w+ia}+H zB7mnbyz4uk6t~1n7UvnBZX{3PUfi_S{V&AqFTpm{?PY zL|ezckz{bTN~FD1OtzDvGM*P_@z8WsC2DbcJHy8In5~|$!fdPLgwy@(NJe%^l5XV- zpW{9@JiA@hP<(k8B!}1D8%4{g0Do_=PiA@B%_PF@CGl=HsfxML-^s}A=9B<5bDh+@qErG$;j8|X}fKyjnO8ZBXkfi2|`}d{JHWFIv zk>Ij7J*e5J{7e;5zv;^%ZlaOUAXM5V$i*pNV}XZ7b0W&P^ZQ4ZUeF}1solxc91Q3N zn{HBH{FW7dspCxxtINGOo?3{)nFHZq_)2XY?uAgB#-8XT1tl&>rKCJs7BaZKAZUJ5 z*@LQ%s5Y#Jkox%^bvRh+NSKuD7+)G_EQ@98IJF0O9Kno1XpHf>q>B+~Yr(jyGHBuz z7c|FsP~H_zMfdxxjo!9(e{2s@_jih)rGBeW!GtB03V-GtO=~RQ>tM1?5`dE>SKB~! zD$g&%`^`HL(05Cze~!V(0*A~+QNFRA^-LLx5eE zJiN4nG{smyH^bGZvLctoGT)aAgnUAkmYvw$HiFM|p6Tuk&^z@X+gIn(Y-MWPeYA>u z=a!0{Io@Mi8J~IC{YP?x1Be+KW2u5ER;xUmg!+j5AqYab7{l4tG!@;?@T@z``0{a5YMP{U^yvYPxn9{#eJSB!Z+$7wC53mHCsIHh8w zTHx;Arpg(UA+RU#~<1^fhU6yrRy@4j_g8w3?#rs(c z5Iywt$U{gO>FsbwLg8R?a1^1^vw&M_V;hlcr zfO)!`9zijVx+ggw5WYvw4d0liyN!SUHQJKakZE^Pgt0PRT< z5d_~t$2)hLgYwNa6x)}dllZr{ZIdQ;gkvX)vi=C#XZnGtXy`9wflX5Vz$VEX-E*LNE zaCM<`G-utY!++)J&K?c$BVz;p>fh^GGYtRY(gGkPW}HmNh~2sNGl%If@vMbec-Apr z;_ro@3}xa+e?sAfXcHjO574JiUDP0IhnZwN-^|xxkg{jqYCFopEr8%1gM3OPyOQ0r zCgUIO_-czpJSnC+DcAc9_6kZY^VBu&13I9Ruuj4EZ4DciWDLk~Tb6=BOKO0-#EZ@` zhk0Ws7jLrjK@%h$9(WbwdfI(caQf9-9@^PH4muV+wpw}Jzi^ zs7{r+uU`4<1k^a&Q{K$Q=4XiUo0^y($1@iQ4u)e2a{awPck}zILkLf>zAN|sDC}0r z@;YT7Y6~KBX~~lZSI3=2QW=~P_Bep!cj&a6wWoQ~x+;m0VkRb#SQHlO^j55FGFW1{ zaT@~!^a7#31$P{@+exrD^Hf0pYie+(1qV{w4=~wjzzztT^d4q#Z*>_=- zv=kxmEgL!nSZM6t7cMbH@PNMABNDD%RnkB53uz^Ehkpj!dF+FFUg*4&^tA}WIM+5) z4sg0IiD4A$=+{(=Zk(EYM85KzE|BVH;QKfH`je7Kw{9nhP*z>8W9v}QL5at1+$Fc~ z4lprK&5f+e=E~XOAVQF4DPI#{u&#}|-JvzzFMs!HOE&r)UO-<_4x$(Xv)9AU1GHI` zC`~_4hkn_pL}Sj~8a-28Ab`Cjx0QqUgBRhS9__Hi_sRDbR<}myphO{L^V*fE`*897 z?sAz-hd6naSz|gFi?BOwsdDC8buI5VC#c-idj2c(NkfPTkaW%nG#^3n6khW3J>fHu5$ zleJ6X@2`D^EsSStMi@Jln~TCra!9{%dddIYlVl!{j)U6h_|{Wg2}t_QsE) z))FNLt1LxfA1swt;P(c9u*HP^R9~(Ktb#ylq2? z+{-2)@ZJ>CeE+GRCcI*Z3G?s=)LO8-AFPPpRSXm!5P2MWL#n=H^{SmX4Hu-*rl?>D zE$gvSN=TOT>-O|!W{B}`E*sIZ?7Vdj=|j@_A;NxYt`0;pU>9)#z&&N#V*p;|7MBzr8!*sM#Y3aUJ+R4JbGT+rI()(2yzgMc&gb zVgAV8z&A1{ZFwxP!dhbfa*Z&r&Bk}On$_N;r7;R3Ds-^Sr7#**Lau1|D(*rjihKZT z@?L#pGnMzL${Xa2cQjfw!>%$%TpbVDe@}4HLFmrgVG(Ft%3aSdfdeGPjXO`qH89a` zw()6Yhl5dH5=&n{gtTU#3wnqwQgQ`$+ND^EG7ugu6U@#?|GUe%aJC@I6e2uvbt<5H z^5|+XsS8E6wV7WiW|VO45-G*!j|*-e6{TX@w{!V_KW!a9XsGIe3h?qY%tmnNfFJ@Nj)d-_dzLt=&)*THO_Np zcJ=K?lgkY<1+_fg`p%C#GsB25zPNAk3p-bHX-VnXg!8l2(PHD@`nD~d--wfsQVx=$ zw@X0NOU8w?gOx36I`xngFRb#jk7n@a1Mz17`Dml?Cs zmrT(`b$snHm5C~Tb^X0*4VASl&L$=|ccy8*cv!?BaAl4Xl!K zZH5C3T57^MESGM%KDoCBRC#^IUq0=ZckIG0E=IH0c$2oW4P8`&FrTUt17UpLd18zC zdT1uPrggvc375PIsrhWWgWdXE|Ky|X-a$$1oP&)PZDqY$ljz?_r zv{QKdLGsQ&cjb{F!+o|5?y{HX^_xKX`-}h7#J%&PWz*Vbj-*_arM#NqwR`z2;w=Ek zOQ(K!r5XNFwkkb8a3X4-m6efPz)r*8F+-1@RhH(N-NlJYLEe=|5 zg1ekbc}aGgo8xWt(&=#nWXi>pnsJtwLmmds>y2Atg)|2JO-ibBYyhcVN`^q=&GI6; zdQ$eg@7Hm%R?t+$izQ`)e-q+y-Q6&XlsNiDmE75#CcC z8U)))lb4)Ht&&-(K%SHcfLnY8vh#Vs+9FuK9;EQ_`c4GW+y0FP1!swgKN)8^&=CY% zG>b_7Hm9hL58r8KrMBFF2%-5eesl!!c@O*f$mJPe^?asw{IrQ8E@$KCd${JI%B^My zJ`b_nn9l$agh}7r_V~u+D4_MyWc=xwHGQ$11x~wg&*yhHEunW}y-)MTHN#Y|gPr)x zIZpi}UXnCHG1h#mS?nU3AxuNIBkC=s3R#&6@X+#WR?4gd!A(-#q-vEc z%bc>5lD{--0Ec~5Q`sMnA88F#%B!0>IdugL1;6?~j`E%A=dk)i2*q@+U1w-09c^VT zWmFdFygSydG&M|R^MX_?bSB@6#pI%>@D>y)&N*emhS2Cb*A^W1w4pkT`g=XH)nk?` zF`hVCGAIz(7x7LJ$m2TPd%r14pKW7&?{iYpD^bY43-;F?8SigJY;q9-C8~ax@gyX( z<5#FPPUX29GT)t4=By{(8GN1imK8)nL|vZp5{VP2fyIfUe!YCfPN~K}1B;PkKna!cGB1n6laQwOvoJi4>hVVH|ectZ5}l zJf#6Z2Uj56%QbB6I@qQ5w4Vv9T z>dPfX2-z|b$3aIy>ObZ+iGvxNcs=!0iry>OI=w+m%UVg%u!wo6%?b95OELeyW-T?4 zv1T6_yX3J1I!jr8{C=qLuTqxl)04~9%078i+WSy+vI*s-ux?r*SWy?r* zjl%0XXFF)S7kND0sHH-2fMjOQ_Q!R}qMPLIu&Hb$oY*qjzk=$>meo}P-ozvU6d7c9 zIV(u0>xz_L3RN@}uX_A{+l-n({Iw2&tlR5%7!;#-lRn8v8Q-uNlI{#DfwX^{rCq&! zaS*vl26Y3=2=CpliGc|fyo4Y%Qs1>Qa2~Q6-W~fWmJ5~Y^`Y@fK9VeofIAHdbj}(n zIp|TQdb!eL5i_i()E=j2#&12i`k?;e%{WSHx$zR3g8kdCw6=k4e1*Pf9${{8oEw(? z#0&nECD{IAL5p7$WG{_~Elt?pM_PccN~p?Y%0CEFek3Zj_l;B@)XDdMoaaV=USEfu zW53YO(ey?ihEvNfLEKZ!bjY(WQ@{@?@}^+EmmK{FSoB-{b?@VLy1JIopaGQUIHAr&Pf$c{?+OFsAti>EOeLqQcBhf6sDty~G*Pt1 z;x%iK`j=OapoEF9%)UCiuFnp2Zg+$VA4fO`*k*k)6-%oGmE@TPb&5HS=HI!t`2%eQ zYB)Hm2HK}({NR>8*>mdYpZwlwObYKx)nb{QgIo8CLlLYF_GM?f&j%sHyrvwgk%$`a zIIj)=;HHTJ2?&X}`iOfz@i8^6_99H^{?m0V+K-Nki7xvctjB{rZKxO?x!JPa+8Tz$ znBcNwJD)GfM7Pj$O6aobHga{77Ui7rx6h4T2!tbalZ#t)2!)`pFMUM$@okeslu*euWh6oBdXbeRZFEV1bMjor)@F+7&h(d&01Y~{EMeM$Hy;I+R8)Xwjmsrs3{5s>Z}Z%Nf3`o! zQml&^JR%W)BUib&SFrPW_Uh7oRBQhV_w24cbC8dKKzGCNeiUMmhNG}2-8Td`0829t zPM2T>oj7iUr=MRhqX+*)#17{R$q{m6kURbcGILDC$ZoUCQ=DPtfX+}BidjjDvDkrY z<|ew_+S)Q^&;}e34us_p&LKA0db=_M4LyDL3FfYWKcXmRR;kI%2d4^S>Jp-(>zlNP zgmqD55hncV$?KFYdq>az-Q-b%+AjsrWSXS=N_QjnY~f|Uhb_Bylp{=iC_QhpJMwoo z_Bf<_6wu)By^8xF8JFBY$i_yp=E2cYFv*WdF?~#w2prZ@pe(vCN$!@=&9-m zo@zS&l(=gf#BRH4;q4FwZqnH5Ci^;^@{<47ED0zeO&X1SVLmqv4)=%n$?zP36`W6!mYz)f_LHri$FC(JAxP$oS# zIQ|W%B`LPZD$x=62j2XqTHnYh;xKppZfP>+j>j-98`F1nW}?}U&QvrLtPj9?fBOT)c!c&c+@}9@Dt!lP!H8LNrsmQbzYDHh96iXU&?G+;NX_x>u!#`X3!AnztKN967WXkwxnLZiaeB3g4-YthMJE=n zPUI+5y5|saQvTLG^=D5OHnK`uih@$~@Pu2s+g`owV}|#+u#Z!#IY&8iuv+S=2!9O% zY9IeP;(3)I*XFUk>sdS8AYxD?i(gt>ZzY7)BM)Mq!U1_16x2YLEddKxsZvpOO&h24 zmyhvB$DF=Pg5s>vX^!3*BrN&w#Hz58N_pm~%#iUbIu1V?bhA<9?>OQ8L$bmSl;0G$ z`&1}$$5d=AoDx|H)x;yA`s(g(X4pghKn6QY`XS$-&8N%~Ca>Q4BW-I79M{i)Av5i+ zX(}xGWw@9?mTkFjH=|ZvB_v95~GKMUeO1n@dyLgP-UVf{a zOY5xXRUjmXtD92I&HcLj%X8B|&YjgPs~>syh>2$RiCLh1gkYcCHZ0cj?QcaJ%zFZ!(Ya|b!a^f$D6~2`piCT?6Xx&V>bLyJ zVOQ>9Z?d)RDXo{V&$ik_o<@yL7ZB^IwthK$y@VKH;A#E0q>j1wtM<>@modfoo>FdD z+SprDtF!rVq9cvBZY|ngHO&2h3Y`41o25_OrXnLwDOQT7wN6@DGD4gLU><_Hu0KoH z+a`%?)8{@y{H!-3g||)TXPEC8J$>&I{Rt;9>ig&;Q2{kn zjUoQmACPyKnqV>Ft4-0|S0N~D)hq-`Ec@YwTTR>?Kf32;>;<1B1Hm%UvDr=n_URkA z86O++wBXYH;@z;Ra3{NrrPoQ&)D!ox_q{)ppdYW|2EKfPVvs4hes*C`DTvI*8=MIy z)&&A0Xv9j*$#L{ezC0{}k1d<3LI!xD=cpsP3eg!kHRu{Ih}`7wqm?jb#|tIzT}dQu zlq|*-=(oeH;dmZ#q5HQaZxOAJoCvkjA;eLd4u#;-p*a`Kz48GAEJ@!d>ODw2m2cxGlbqEoTs+BQla2 zr%=owyFsdZIS^{QcuHO44LzuJ$OMsSDj+hLR4>nu{paz=437^JpU z`ug@InJ_JDQZ=xu22R|!PtT52-6SpVEqQ#A2__uqBP`NYlA@f)?gnMCw&$QKdS6=9ta@X&u~6&4Rq{ ze*4Bn1by^#A;eT}PDm;B6c>${1yf6*(-|d>sqZG7RPEcgsYBGr->VTyJo{HILzHpn zHVaUTnV60UxGh711M1s->EGX~#=q%JS_L#d!GAXI2R!n4G&Yg-Kl&W!brn&9=wn6n zAsp7>&)4O4UOmigy46DTpo(BJ#Dc-W!8IxmJ0}DSx~0JA=;6PJf&WEZDI*f`+e9h% z%Ped!{wM4y&E!ksbO14{+ihMv4zbLg7RIAZd*B20wikjt*dV36elv^j)qqFdsm^71 z6{)RHDY9dEKMIjFg6U`3G+pzS!?IV}5rV>k`ED6H5iKa){B;J8W!$z)4%OJx;yJ7k zqrCyC+2dGn$_X6*9&TW`kP{5LulDti$?9F3PaMI0AVrhn#D`L71SHoC|kRwpl#62MY5LrTS$v*cpFMf7^kRepafB&g1``tsI=4~@~w>TvUR1{M>*~I(?XtNXfqN!xDhgY&?uJYxcsJS zuI=zfpC0(&(Y{ZrgMP-ZKwQ_t*P&u*JT-EL4yLz|Byz=7dFFO8xlhemRzP>jOZDwf z6o1dDw7k5}FW#CIA^juu+!rgl3&P)t-))EwAR|k~@r5*(!NGcs-T=@X_K*Ff%wxKf z`Bl>Ouv%PW(?oae%rlxgDaAKlHB#>7LuYW0aAD-AQdIlsbl?)UM!Hp4H2i--coLBv zJ{QqmL0TO&_twkO@7YS~&UT4%wkFT!Okt$_1?+tSbY?#!fzzq+0Pq20^3EaV@cR&aZ!G*!#)4GVi34In-=Lj zM-OfHFw2}lPf?(`0q%KVKRg6}lsyn0O*zC&L+?XZ^{?;qy*aT$M*WZJqTS*9+tNNKKf;UrsF3C|!O z`X^r~+F?(&2(W`NFMK>N43bX`j4=)AEZJ+3tgEJ9pE|iUHfk{2;Nv-#4UiX z&o{R|acHU9+u{R~IyICWoa;OAEB?Z(uV-jwr=Wd)@?L*4kdutp^j80#aK7qY)PGth zJP4Dm2Ssx%OYETH-K}csJ#@6_%Ea%;OI621N)8E{t;^`Z2Y_-((B4}W4-=uo<@zkt zvkT_Vf4y6OPKFw{yzCnEf5vsIUQS#|M!K(J7SZ)g`Zq8Sq8P=wmJE`c_eW~k;BueP zKdZueLkjTcAMM5Nl+&-zaTtb!QX!cBlM0a|d}lE^P_tfZQoQNVHkD$=Oo~#RLlY zG3uB&#Da%1$|fXgZ56Zq1}}a3tdk$IL*zV@IE;o{=IrWMf z5~m(R{o_Sgla*nqi{}0vUq1`c>iD;TKo$?2HR2BVjzn5l}CHk3ftg2pgn8m1Rr zJYw$*4E(w4ouHqeW6Da&@TLBy_fum|vC&g7pt~|0kB@&c#t&oDb#07S*6nObhfKPg z{>xpAPyZ}gX16gMqpvQ`9;eA#5Ks@cKpgPrv4Z{=r3@|wJNIv2srkCBifQNi~< zH<1v|PFMin5}q0OdJgDF=%Jj_us*_IguEc*tMJYx)`1?C5lovZdE{p?IlGOdZoTB) zQ+~Kk96IVN4&z7N4t8ZXjl~r2qLf!kD8t8pAK|`4#fHXQ6-kNEI`0gai-#V&^c zS=fR&G`hoG4_pY44}Mi-eVj?4toEy03Dxy(mEgitR~g-vxNJ>v&IBPF%BA+lnU+=wL$x}N6O2SW(Q-m54AKdE7EZv z9Xb)YaOwkx#He-41EtA&QlG>1dDfDpKk$JsN>vxN>PQ1XA_44$adIAD{3o!u!d7Ea zGxiXt)P7yIxn=nW{DdI(NA`PVqhUT}ZI&zBDzo2aMwzYL>b=(`bx7yHC`r|RMBvJu zxO>v-nYyG!R=qS(UwH|U&tC%Y7gxQjaUKZ!l$j_^_$yINsiZ5c$c-w2C~*1FKQo!6 zfQk+23S#v7(0yRZiFQ>E$2$}!H?TO0;&ub$BU$6BRX?N*a*?Vv`G z&k+IhT>FWH6eB;y1tdN=SxK#c|8N(0%>bu&$2_I9E2C#$`{Zn4$v~u4wnHpkv(>JQ z+~IU7_jRVJYk~TWLCo&up;r8IXNt3R>Oc`_59|$k@a;#k{dd18*AFr4DIM-}OQ}6I zE4zCD2cP^{i(2i?YKPTz0}8@pTDQ6VN>KjjMEo=Kz}fOy6HO+@Nk!MmIAq~^Mj1fD zv!)IP7N*69Y%Aa1IS6A8N&$H9cuD*7Gx$o%-{+X6qv)AaW1c`oxE%M>v3R(}wGr~n zF$M&i{IQ-1%=AI%1Lx!Ku0a>(C((fNXcM=Tbz<=*7(0!w3Gi-GtlbgCP~x+xG~QK( z!qGelbFWaOJ;1VB+qi0$)JfdOlzX7sqJdsciMVzM?b8z2EdGX*ZneJq0~5^rm#Je6 z9~{K}z)XW*H*pd+hz*2kD$$5hNW1$G$_6H0?igCMkl64mdRW8ju5tqLGC~zNZtZWu zRuv@XnCFfXHlPbNf9c3ACA_x8*x{97_atq{xCi~`N+}`%9r)Bxv4Fs&ND3JptF#YYu5Xr#Pn!RGK3b20c-$~=1~vn50fsF8IECuJOBQyflFRIe zvJ35xMv1^(%&DZ;|sm=VGrmGkCoR-@^0a#D|nNJT=oHOtofyxXl+kUX6H9QnX z40F%pqX9AyOrR);WZawaY~gjMPwjxp-R@vdU7c$3UMvDMvY#-9(3TR0Dn622#fHStPS;Y60^boyjJ@>oKM!3!h|a z@mquKg*y-Ix}FpfO$I+_<{Wj%K4Ds~`tN2NH#^l(llPE^VDqyh^Jz&tL;Hrnb&NutOComILIGtp z>=oK&JN;QvIk`44b)Qzpf^Tdo&3|wha9NqI8|V+)jk1b;(!#ZH$Bo4%?L^k_9XYCn zz$Ve*4f%F_FOa$~0oi4t{iR4oRILrd>i64aPtuPXUE*?3+A_R-g0(y5k9Qqa6l3f{ z6b7Kp8rD!F+{Y=6tuL9VV70Zo%$!uc)YO{Sx@j&dVg_zx125QP7yh0UFE8hEANGUo z+vmX<)}02W1hE8};LeNE8X^-XV`8of_AHmtz&g^!5Y`QZz6msxmT;D^ag2saV}*4! zW^gZ4!`Z;g!_zc;NMeH~G>h(oZ^H~VGIW)(`j{}9!ajE=0F9B~vmznO;{@3{6MIv} z*L$ZZjFfx10~4N;;2fbh(1cy@w$x#AbY#n5r@-V6>g=>IF;3QS5Y7e39MxsVd5!x{ za$Q6%B*hPy>2&{5(}(w9v19xOwRf4Gc&*J>IyHMoP7=9^boA70lDLb&Ki*~NPsK^8)`6;D3{PMWF$SYMBV&oB+zuk_yLB!|-?tcl@GF!VV z#Si^mxjsD~>;fA0whk(wFxYoWM8=bk1;=Nk1e%bau)Qh_lBJIkm>gaow*x?Zki5CP zLXesptRV+C(u(-(MHbxivpF#f(k&xIOX9|&X}}Y7x*}8`mw6sWWAR+_`gN9cPLFuS z3+flitw>Q_*Kl@JHMc4Fib*aw{EhG%PxI&}iKitz!R+?<5%B=U?WxT`_-j+rZ7%#^ z$}by=Y+U3FGmE31e)Y(_iAiZXT~dgY0}nEZim$%w&}|#-1*whY6PbkhlkmRgx}Nvh zxA%EvQYYEw`j$#MhgF&ItxRkV{k6!_?I=~wT4)EpAjqCm zWl$YcsJ+!+2reZo-(FCDA6A%9h^}e4aqW}(S~*OAtyZ!?CvsuR9DhjKu_o}6BPT5Q z{OE6HI7q+v7Z#!kV~O;PsBm|9O64^DA}-eZF%;Fu3H6QX<-FYUZZ zV2>XrE;Qgjl6DcZPI!8OG-4Mmie)Ba`udMN{QS7OLL3pDuu6a`P{a%Z9W7RzvQ3&7 zz9Q~F8BL^oRI6sjX1`cvs!aVxX6%13J|~qzz>Qy>{5WWxzXts&)bT-VWuTbL zY|U6&J()eY3u z<*X;Ku~}Bodwq=M4A{~DB(&A?SP=6XgeYjxC)0B7Cu{uPd;KqdCI7^j9o27th=G}R+@gL}+E&VnhdSl=-=pay&D5ZcNhCg%GuU^z1cXd>Lp z7jr`l0Q%-?79Nmjf5UQ_(l>}IgweX|FnTW=30ZAC~%9E}kjnc;0i9V5&d>d!{- zB_w?^#_lbMNwRGA8b|XjaB6q(X`L1UynDNFS9SL_8gU13ZfQIAUCd?hw}SHDQh{E( zwfa&+VEzL=NseO!+0LHvG=1P7wf1VgL+xrLKlt}ed4BD*4L|q7aVaVIr{&dt43>i(j7N@M(AqTd`4>cAsv?j9SlXsKT z$RfoBBNGPjKD3A&%4E|}JWmqQA@vSgToW?O8S*+Q;d^giUwbaA19A&NN+cIP|1@#` ze?p?PnGr#RRP8fD)xCXtUxrPX7^WKs&7_#)2x^NDEU@aBo(}^l<{S(Q!;buwl;H~l z>-B5hJPD9@YWkkWszVnIoSkm;rzL*$&?vqXtWsr02JyAI)UyQabpytzv^Z?=zeu9Q z8(iLeTJV6+v<|=f1`59ipv3#BVN97HkrJj~=fGi%^wTzq5__^ThL;AEbURP{`R8LO z>l?xjD7B90tHQ@cBbj-OflB+?tCoM9#mIL5D>pCRnB=CGh6)#2Z4pg;mw?wV=O1Bk z)DL}9DxC=R)2&!krEC;Hn&2p+XPdHs!KNQh`q%8XcjUUersvyMIl!pw2`|Je!3F95?%h6CIA9 zGp$I4!_djp5`n_msVUC#)4qH+YkD*9z}oKn3n#$rSMOn9xxr(0;IkEI`y+VPlp3f$ z2@x~d-nDoTt(Lv2dAydopo`|=Wh#2SXO_LVA4+b{%fHn1E;LI(CN z(}J>xFXGkr>nTR=z^`=^cr~?o(t3Zv^9@d{<~P#aTXR_|Ya==Ij)-wNH|6uVQFdqj zZX^AJVUwd8y~_!BZ=3X;MR^G|EQ+UShw@!Nmh(@j_bXV3t8ioD5SCo9bZznU;`_R6 z!>b=@fKHv8nZuCR`tQEq)%I5BB*>`js9@?1y?Swu22FKd-+uuJ|CNzQcw!R;+3v1! zRO!6W&oIUm;is?suHRe!9RlU2atSuliij&ekrq~VX8+^0-}C+Lr#$39>lhB*#iZOT zldQkR+3vl04L3s!ryPW;-_fy=pW2u z(GGM}tM3=A#@$seD=Uv_6np@uhLSa&havU3^q;Jp{e=NB%a+BXmR(7bGemNfV{6P1 zeCc=KuN9u9Lq|N3w%OVmbZe;Tuo|?Uj2isdce!xQN z0QYM2>o*SWmfM%cBy71M!QoRGy&(vGVMCFZFkc3qTEpM_{EVN6hn%Gw)OpGw%95v@ z4{YMX7^A6zZnRR~GS-H}UgZ?pa?QIoZ||Apr5aIPkAfuG!M}W{=cm;d9<2L;>qjiS zN=i=HDF1WCW901!^&;&5cs?FK&qtu#dmd%CpFU={ zUwlsfdXz3VxYAJrE>-kxTJRV zQA$P0uS|A^YA6UM{&$-tO_n`PUNU&Nj8CFleeZ_TeGZqN_eb7Ut_VR!Z-N{YX|O&| z^Ku%H&QQfE_Yoo?8*9IJt%fy*;m}&TXV~34KZNQ0Gkh1oE(Qqmhe)DQjqOa>mG&iS zec}bUj}=i+ytp<|I?5}6`9f0?#DILcBU$ZwM@TI)YB65?r(;F@xpOX6l280H&4~jmuNYTnNOG=qC!8UiOSAHi^F{f z5>>JDFo1I7`SELo6(di7azBRa*JkL#$rl&dVB5`ToZ2U`gSnCX) zB<}pZ+3U7BKd?T4_m;>1{8VfYnB2&uf0vMPagCLb|2~(7 zWdYKMz<;h)tz^0bf5Z53LQ>`HnyX(ny{u|-=L<;aUe`s-_yv$Kn1@`G%&o7W7<;ot zPL;fjad2lj-m9p`iCoP7)NI+!vy#<^&%1_}SoE5e3oQWa<1K0ET{-|N#TpZ7L_y}S zUAVB)c|VYgjRl>NHkScqW})8I2m4eG83Un#HCAUe)rI< zNX=qoLEL36=Ynr?ewOSFWnVKZz?l5?ps3 z^0m%$gb-*_G5VgfyRkb-(*3Cz)8D_8K~i)o$H*v33lJf-g|&ZiJUfQe3}FcotEiP2 ziYCR3Fo6XZyMZA^m6S9qu&uiGWF4}_qAnF4->+#xFsfx)u8cW(X$wCm4Y{{5&V{Lr zM}ZjjQzuB#ig4Te>}WJiWsNfIMGesb+xv+3v^<@uIu|W`w+f6S>VX1K8d$4=nfjlC zWA?j|Ko*bLps^EzElS#$iSeb&j~dlC0A1}uAb-D)KIcDDKEIZ|e`NEtlyvwyh0Ka< zkHdT}j1)^JH4#tVJK_bj6z3NOefQiTJ6fHG@;hHAHo8zbo`G^F`vi8Y$(1?hj`1Z) zd=%H24~ylxAA)6Jj21MmyOX6`^Ku${UCMlB3}JtOajXKQSihPVgUo(HW&%+{i@XjCyc)orgY4TD@c&Zh7IvC##{j(iT zJ&9@fO>sh+NThf{#uAwCD1XnruYvz_HGE5q8)X0TnlvMWT;sz!X7w+yT^k4DC@R{? zb?4WN{2!{`GAOQS+ZM(>xVv=-9unL&xO?yrf;$8V(n#a(ZowOOcXxNU;Ly0k>+`<) z?mch)>8h^%Yu8?D%{gQadTN40lg%(Xmi6Tro{E}Z&!ihp_b1Kw1a8jst6Vo8Wg`FC zQ@v?t)8!L$BpzVs#%(X8&9xWW54vU*5%_A@$onhj4Be8VfnKh5T(etq4-f;4o=qV~>5v zAn#m7Pfn7z>6~cIaWd?lMM*f5zSUiLZG87+v$Q2k+ZZ4Ct7ccC zJBW3UMrj=!ZI7*il<;|-c>19qHu-v#>)h%$Z=PfxGjmDQp}tB*!*Hkl)D%J)^MZSm zf##c$8Y6E4bXEp}kS?~&3<2WDP7!#u5U=&{1O6BZ6iHWEAa4` zjTiOq?|(#m+Pj3dR)&ma>XjX$#H!|82NA3sCS^^1^-Baaa_(7y1_&>(Pd!aKmi%kvg9nEmATX0uqjQjp(Zn$ZMW8z za-U|n=KDkSPm0hpIbkm&vV(cV#~}|hjc>o)6l54J6_;LK66+7swz9lYM|wXN&}5P& zN$aYgGaSgg{rNnM=qlFn;=+^6rNlBe@WQXnPV)ZBYW<^@^q?+AlpFC4+pyrWPbX?G zvhl)P!Yl^ZQD=3Y@r4#Jxan$>9Ig6h@sY;`nQ0ff<3URHCc`g(98cc)-ybr-~Yz zbg4Q1V1$}PK_@LGG7+r~F)XmF8H%R+x2TxNDsunfFqaA{hjq%Lz+jfxkUEq0w5RnGQC~-H#+FcQ6ixZ^Yn;&{J)qVl@{18VO zGDA(nz?Gt1L-wdnJjSU=dtomf`asZ?EFUtQR}1M*!LpfIfV>@2zcj(5j|C zK!fAwEHFq4M1+OKYT)0~?`CJ8_ox~-GsA%1DDq5*2D*`>V5I~0aW=SNKM=L0>_($n zo*+yjtQpQmtZI8DuxfC-Mow%d$c&>K*tT_*8fk3hpH@X&W8K;G!+kdidF~rJNmZ#) zO}lco8F~|5EEMb@ryVze;(+W&dgoWCv7xUN>ML#&Md!Xxy0J z4}tcTa^Kuvjm<&ND_dc5#o1bAZogFHX2Z67Crk7FW(U7NA^W2+11ry$sSDscVD=IY zTTDf_X6X+Iqfr}!XnS9G7;*qm2L@X@P~RS(%_*8RyickbfZyW_Xs$GXjI5L(_EyW! z72+sFJR?lHEIr&_w#zW=G%KaonblV7GmziV*&=VRfG_e*{7tC2K5X;Gj2HVt6zJ9p z`SSjz8C{HD@tho}^rhq$oakr~DI3veMoqDUFcnye$66gK$wn^4zsArF2wkmR?UW4$ zT~&#BxW61kF^4|7zTNIPO;n&dlK{< z{L6mj`UXWBjJEId1A{($52;|Ny$-sxla=-kswfCbO$K&%9M6nokuL`1*$Fjc1fI@{ z8fB%+QNG2r#Z#3%@%aDpA*uZIx!aXCUL2_h>?RbDc*_D)?SnB>J?~s8{Mdf^v(FK5 zxg{QFuIzsep*N+WprHJ(73OEC)^MC>h=VN|@nWSplJwIwPd?-1=_IK10v-Q|p=S|C z+|%Pj_aMK_Z_L${pi#w&S7Uf-EkgC!fKfSa4Db7ZM288U9nRB}y=6s9$}^53Hq`44 zd5i`It_5iZ!ip%gdtGD})M*Z;^?tLs@X;W6cJ^`y59a{fo5jJoI!)Mz3D`&i=$)el z0e?@AU|rt8QpE$q2N3KPVmXn#Z7Ow}?Z+usB%UgYu7RB8jE!*Fn3LP47?x(xftGlJ zOEib|TLp=66&X2n%uP)SH3G2Ne^m1rkkkKY)O63FWaysaUO!r3@Vy*pY0?;y;g?0A z|EYyg7b{JBt(KU=QV{g2inL6Y7O!RGM|l0d~V^n%R=PN?ff*Qkn}ulwfb_# zMA`xj77JE!4`s4W{6PUX<;znUwrZ-N{(2pRmQTHe0<0U#!jjKsWl~wOX%zlt|d7gHPU6oxIc%I{HuC|-O}19xG+ z$eAT^n2KE@V>NSBv)6Rnjdk5C|7P8D(vuggo}r0Ht`suwnh3*`X}WvNsrSY5=Me8c z_@cMt^7*T2D_#R6)lI4T3`o0m+jbB6pQYn|*?Yj|6l9(vpVvBEeJ`y{*?+U*xZuDgxww<3*nyCbu8#`@o@{qJ9$;7i$A z|ACnftLK)~xNS}X8rl3tycvCN1GO67Tf*a>SBu{^ggf3Ayz{eJ%bX7HwBqkOiTBV!VC?cPHO{6075f0ou)mq{n%#xMrQr9#$i`)mym~nvD9wHnXVpVBMj2 zG|BH)v$?nFRk4@!S*`|-`2KWN&|H7NiQ(RZaWHB%HXuK5=_?S<2fa%3n;gKDg>_4r z$wk~)I~=@mN{Pj5&!K;xsj4-aNlZj=k@ftBJ7eNqy;Y`mI8+>VPm6af?k~LpxUVa= zy7xwPZ^JWGt#mYKAIJrbE>I@Z$tEYTl0X6VwQZ+ecuaw(Eo4u6qs=2HgYvB&CouyV z$mIvpN?rP0eU`j_h(Y^9kLfc>)omn>j#)WvinsZIP&`0I3oqpBsiSDJ7A`BI((NB%+hXZ zG#H+|^CCK;9-aPHXUfxuB#@h8S&7EExa@r}P zS^D$-0q&44Il6jv%0#;Aqu{7Rb|YUNCR33iqFy*=DvCQ z(}8?d@Rj^Gk6N)7f@cTqR+d}?V0d6R$EOcz18P3=mj zC`b6y@=E1hZ>*RqP*?IcA4*s7VpM<<=qykeRT}~D_Ld1YXLw+7U>EIfm$~xdgL?eW zci*2~K`D$6<21<UR%-T3c1#&>>xv7GGiXb6a@Jl#p)WnHKER^JIO^ub0g4cO9wadZbSw zS*dg=2r+nlUKomylCKfDdm+neRmCMIBT>$O{S@n7_-b5{Q50g_IXPxm+2zI-X|N>; zlRw-q5jSe^otY^oYqO$51~g$KPzR~0lRFC}ymfY4km73@N?Me4;u5@1_g>lcvBfbc zPgOPZtq4JD}0t`>;E(-o^Yt7WuG` zM7o6iigtzsnJ#JG?R*=zgM^s(%)vRVXM+{u9s^4YD$jJ$CL8YG8K-r%*3oIG4Wm9Q zvB27Y0ZmckXa5n8MvQ`4lwt!Jo;XJewI^w&Ra_2)SF&4t58WGG_3=MzIz1nujo}2a zWLZ(F)>o2kVPSj^Q?!Qig^UI=x4ZwoFqEVAXHDRfSYMd}Jvu0b1|#qwU3|lreV+e= z?_xy<2A`QN57cXhREV=gr#L7Ra@_NbNTWT#Yhgrn#>?gSb~t+*Ppj)CYqj z0u$Q2Lr3+9UP{I4EB|529BbGKceUiw4OtU|W$A0(}nfCzhD=*igyjydetF zT}5J{jG?5E4OS%J*^~}t?8_`#I;?ce@V~>xtyH`2ui7my5b|U!7PrU7`Z$JG4dv%E zcn7!it%G1hF@wlOsjbEBejoQ5JxHR^v37a1#99Kqjr%=r^4BnW_VR?6QLAKmCQi=T zoKMCM+O>PO^4tDSexgvn?4@dc- zyhZ{ty}eGE>K+~xyiGz-?+Vtk#($)bu0!AGP;mH;`m$X$T8Y){<=ME`@=Q_DG)QC8 z`}Z?Q`Vd6tS;_Ma!8{2i>BBLg0`%rFOL07?iMBBqh$p(ak#@EV&?&A2n}*(Z9oT`QsWOe<{pHAWAYGX5#o15KaNaR8+S zi%X9aFz<6VI?{~ig)Vx?UsLQ=)p?Y1f#JL%;pAhmHOpWa4u%=;6oL!NVf*sP;rYC= z7BkvgE&iP^-%f>KCgnHfz$XNRp8tzh!O!lQjrOuIU*d3cff5iYoEbh8iMp;ACUH82 zolL?b$7uvH5Lum=ejF_v!nZzdTwc!H-=sXx;WEJ^7Q`~rIi&5_EoORAr%v6~p@I3a zkK)|09Egr(l7byVeqrK1hM((a${c%_Z~Du7<+tTCTGkzd=X+mw2YEE5?4>=HTTSQS z4`5|M9H}>~St8J%POM(bu{>U_%Ses1PsAcr+9?*o0(73pE#zSyr!tVsq0slhJ(XfvIo~GTudXonI#R<0!L|{ zYn{jZ-%pzA%sYCvBa?>u`Enz^~fPU{{F^5RM z?=$S|O)7wdkc3W@*mA0Ll%c)zp97jJk7eiGwtV!77efb}-NLqoE`YeXQi=;}gX*Y` zsOjH=Tg%Rz+@yAE0PIlKJnU@ycC}1F>MHgydCQi)ZtG-FATJ8N>=BJtU}g2L7R*RR zmP#Aep>aIXbsxBR`1U&;0Tr1iNkv#(D%y%Vqx2lXov<%7?+ zFtFQBoRc3@q?^5)`e{vjHE%z{2fVIGqfM=o5TPa@aY9*`GB!5qD$+3U+g+_FKil6* z>zirHfR;M2Dn}-xn>~Fi3!MFtK7g)$+Y+6c7jp5gr zDA%i%{pfy3H+hRb3q3AhGS>R+fObViMxC4OiW7&cD#USp&OX)|5FUQjxC`YC$OL_! zz8t?qBfH$W9O!6$@j#E>75j34%ZZrwv5P2Q#SJ?*eT4Ko|1q(XK@8>o!PvP=V#&=PN%GtxLew63_L~y2H`h>JBvV{e$`;0`az{u%$^>PnE^BF(;T~6CO?M zCni@y`ooI1s@ZsFW7q09yUepjA;EOe3Y%#u!IfT!Z+JEn>X_L|lJdVEK?o0nf3ebz z%VJquLGeW13T4yeFe1SpQb5}N+H4lPmo7l@$GNIR9&*M1(Dy63k)23zGY|Je!>!!g zy?AB?i6*^4K;C!Mia6{gas#I4nT*Evxt852VS%kk$>`n5_$2M ztgK=mw9PQ@@!f=W5@sA68kuR)$XJCI!&WxORn4w}(cz_oMgre_2)Phdoo}w>;Chjz zO*M8~*?%=#hRRwR`-~0-R?vjY;lO(@rDAk0T|k09>@KEe_+9rzOh=L+Hb^_^gFImd z#UJ2|_Zvl*r+2Y$QLTFE8mbGi?ku!S*(~-dB0qa=WzcHvNXG+}#GxCTPkScwcX6na zR|oR=kpa3DG8I0*8n&vr(e40F|xZJ}?VHXwL z(LVw#P$9EPHx*Lv7|`3zpsMy*zurlXMUb)7>zYoyI{teT@;t66Qr_n&*S6pt)lcHo zXYuPM5?gYzz=eWODk&)&tDE7rO6(@P63RYF?Ufx^>z@-HfM4upawXMKn>lAbC*}b4 zk+~W{-cP*Sl)OpqjTxj>5pMDBH1v-!{KfT3W&meReSS( z&ra1|13?`62)+Gx`p3aUwqP}X--^DMbZfw(M)$aD9D(Z6MkUjhz3%a@x}MDh8_pbP z>)#*VIDaJ8aR%jkN5^r<#r=st*|BR4X1GS;BFvcw$F3!Q{1HFT>elLxa78F4cdn>JjOW?t}JXw;q=`%#47e{%j z3hW7nD<@am!y2k&T98J+{{=%5Mf(dIl-N*nB$B$k%$2hDkDqCHn?9fI*Htf>RdMLV z3wbSrW%G2F%b~)uhpk&Q?w8<9Y1-P6FX(dtePeT7&Obq4_~QzJ!cc?Q7i5t#~p{!^KYyoZTBIWOFTO8JkAGoQ?qfGR&iXeS6MF z)^d*+4U5102tAL6d{q9{wE)+fNx|rI zvaE2M?yfX4Vzf)oMH(W3kL*~2;B4M>y5qxuuCXkjApo4xh%-mZcjxk}xl|JpOqiMR z>*_dIe<9)V(YjQTQCE_!SKF<70|a)sN7eKIdH~jDpeTG(5hBR;5-Jp8`?tIDJ<}V0 z#Fpj&jMjIYvt=uf`0m_YC5q1}xzPob{uZez7n%UoR?I)!KN@@9XP~<^7QX{c>DubP z+h&vGS*s7MZ%m;8d>(o*o6eeXj4YrdQE>*re^pRWq++UR^F?6NR1h_~L-j;%_UX%y zO!0n{qNCgCmN|Yhtr7m`a7&-~*i{Tle@>%#GaZ#-h}h;xPGLKVjxB%jq6SgpM?1XD z%o<)!CoL?OjTXv)ob;G#?n{ky#^Q(I*Sm_IoPvW5hhU|w{;M~e)DvH7ks24AT! z_Zv;GHxJg=^}D;0q0#qh!!qvxz|NvIE;+%*h@bb?I3y%9Wux*^l8_Ut#%if?kcixCQ$w-% zywznXCD#QsEAN}q5b(`FCqX{9Ch~G@96*1C^V_SVb?>De-Y1Cr8U`Q>-%8|)Gk}M@ zzLK(+%(%D6&!h(kq|;&WF(0l^07z0WywAl)=r z94E^YJIzas1otfz9+wCso^_oKe&NuR_Z&|HF$ss~3k!TjXNCYkqED}2ksFS0c>VxK1Koe}<~>Kh@0)EdQXig6WXPGH zfu2*sB2?nL48fe|!U^fsS#^K=21jtIsBwN=N&3Z}o>W(5yv$~49UXj4PMF~|zTV2^ zR76d`5M1P`g`FUZ;c=g{n@VwNBeKH0Is@r58Jq>DNdB+S$8 z>=z|DL_6tHV`nY8(${?LWY3&IiP1Wr!&58B(0YGFs{Qq?^l>ULdnd}sPyTL6C8f)TLfD_8XOC4PfwjAVi2Z7d=#X(?`#`iEb7w`rI^|P6QPIwh%pfYrzt@@_@ znI_?5zp#5X73RmpNMI#mv|EoYb52ju8myf6f9QNY#Qhej<{|7lXB6geg`&CNEWQ&g zPv>j|c);G%q>h_0nElg~QI zqOIG$v8zlq(<*j-CE7rVzC`v{WNHt`0!u{)I;lbbkUy z98fjv{CVRlYQdkx{CF`=($V00?CN5skI7Jo>EoJj@O1TR$DFKPcQ)CA2*BEtK!Gj9 z{C8O$NvMwDDHSVhMWvAZZ;u0m`#ayBPN^FZn8tp1y!%6o5VH7z)_}qwI)FB3P;q$LT9cCxVx=Wrf!uk@08JHmZnBw+q0siu zxtxTlXFvt`^bjK1QJK9zp|c-GkHW!5zQzJ?F7T+dD)F%b2$V*tE#aQwc!7kB83HqI>s*zys zL)pztyo8639t3!#l6fdcH6?n>wPdD!sls~3t^T;Fu=F6>khO=L_g)Ifgd%By@WUK` z@@lk28!&a0=MIh3e<~}`Tef?Z)Bxmr0-pEkv?pXilWn+1Z*g`|Ow6CdLdJ#IRH9X8 z7|@p71Vn;cu%0=8-^d!S!*mLwyjP*AMb#W{E+A`bi76}HIv5${Hyp$!;Qo7G!!`Y#yuhGD&cVgYItp53B^6m`$Lz5l@H$WPkz~_T@%nmFyh#`ylsJBa zzvj`mZ{`|*a11m_@9j?{6?g_{YnBqi=Y3ZA`B~7)tAdWNt|VPjI!UHEJLs!CQnV%P zuwUEB(S)3j=g>BoH1Y}3XWCM^oXhk{M^7-46n8 z9QIM)*dP~tegev(P&1r=ODJ?pLq#ZmnH;UMKxidLyba^M!Lw~Yr{~~IoqN8)%*WzQ z5$ey*-`?SWP(ME$xl(XWD^33P2}=?9ZhJBmS8X8du1xlUBfill#Cbk$NHF4Ni8_oK zC-$#tgRtd3^>X;w_-8!ZENpT0dywef9N{s8=yzS2JIZ+10w+wG%@+W=1MW?b2-nl9 zvVVe{Af;+|TPKgS-ps)7ZD8Zg)wp$Oa2Ad>@cPg1$2%};k>ek91lL%myN+#~8xI9z zzF#SRkHhy$xXOE8L;eec42>)>V2(+}Bl!2`$E-FS`MW{#Zi0nBN0?S;G-73}691VxmMA;t;S)%^!)r6T~3lzZY?X>ZG=Odb6SC@r# ztM5vzCk^j;d|o30od=v&3Dxd{H?^qzgIBkEu1qp-A1MeS>UxzPhyiE5(y zipH}c7;;_{$r>)SbO7uq|BA`s2C|`MNpC!Ix`4aKzg;tJk`wzPR2SR3M1;Fk>6fm5 zjZ*^VLkydoT5f)k+coc^Fw4E@w{ni%j^?RP*1_ON?T1(lJL)!$nI(kSQ@k@-xdEINm_1^nh$9zp0 z9hxzU#eIMERx53^8iepda{Baa`1X~pR0#O=l?^{1!N|b}%hN~{Am)Mp%{c7Ni*gYE zV(9k23h&QD3Qj9M?Q|4xEA^?_Tq0dYt=zi`GkPBM1hC!Z;fO@qC~rRXTY;3a&fjZT z&~8mEzG`RcA5jBsQDoyvu)VN|z znCYGgP>w2*>qSRA=t-%GO&kvojY7ODwI6cNte+3cgoh+^iv{Q(tRx4|LjI^;QI} zX54CwBP#oMWW|*v0*j;G!@kwIo_%R3SdlUP1IsA zim7W>RV1i?U&PXh0~N%XRM>uIyi>mT)4)=Jw?O`dgaDy3l5`E4)K(VgNsNEw-P?fQ zxs-eg)+pPC-ki2DO&n8%AfUyDDTo8 z>~~_D*(Q75XTx~!*rHn=%-KWWhGzeM%5nBEP2njE&ur@PF1u+$z0Y|XR@Vp(Nu=QE zmOc!s8Hi5w=y}CQp`pePAQ3)bCGN|aokblPW`P?9!&!ch!a$Ec>Q+jARD-4dVEgTc5L(Z>d*e)WIP*d{w}tv(|h5Xzrh5U$OBJgh~Cq>-HnbQ00m12osDeVMUz z1L6udXzm`_RTYR5#ksM@>Z^U^bE|syoFLk1U9Ei?cXIF0*3{Lj0FQKbd{d0CNvv;U z6+@o*t`oV0wP4hDa$#8|wa3BF5vI15SzEpn>5AHC1V3!GMU5)H z)ckhl?kL#An9q-GkAor<=k~6AoeJ2Tg~U~p(KpCJpy7%9-gm=y?2i=rEK=m8TVRyt77!e|agRjX#?CE~AG_~oW zPzsUyj0Q#5vVQVLhsIW*4`<=6{&_>N<#47&zkekO4l$y$miPY$;ag0tk=@sCQR6OJ z1TD=bZV%JR8g}OXJbbDv;2IACZ#@K3x~dXS&m8qfv8-FBr=<+X{hcORW*pt0USO$g zy3nsVzgh8G_w1c)GWUeP;4h6B`0+mXl?8ehXTL82WFGy||8>-CT{2w|;b*!3w*;L! zW|{NqF&Hf~O<;xUAj$mQTc7)NdU4z+>#kZB(Q7pEKSm+4V+1`<&5JvEFsIfaqOz;p z+of(Wh)aK2=r=_X)=CR|INHh=l^=580Pw++JX3IyqAoV6IyQX)`RRpc-4DZwl{dXK zVabp19>?f+^v1dfcONyPpX)gudX&1e^`KB&F?xv!Cy0JDFK%|nfz$3?RKUxt^qV{q z+owPZ_^K~xn+SDD*Zpldtsw$WiA51Xpc`6QF( z?490Jtm@r^-XD$0rxl#D%*Olf%yICHA&eMBn4-HkUE5TVO*DNs{?fD5fFhA1oPRRLe>j(#n4qYM$ObJXq&3$sJpYDgcbpwDCch6* zWsU!>mB)_i6{Q{bMdYHX@7Sbr;%!yPF*Hyn2 zbJa)Mig1+G1if|MZO{J!*5-8%0&fDt>I1gAZPLPu>C}62OD6 z)#Q~X6H9?-?w5Prh6@@}Ax{U-eBKyY?wvW1nTP+8G6@P2BBgTt?r6a*q+)cThhr3L z!98kPN`g+=?}+7z_;XW>b@p%<6X>%*B2rL-D%_&9)f5Nz-8%gOScA7YiY*I6_oDl; zNM~gF$}hNC&T^A|lH}!(iAAKjF06Gbl2LT1f#Mg#*5f({L=Jqm^~ST$D#6ymgzIiw z%{Ng&sYDfD@Jm6Z(qZ$s#~rpl20%Nu_A@x5rd(1V2T=#3^svedRfK!PC@TRtR^|rP#A8t*|oI9Cw!FSnbLE$4?$j{q)p7VE2tx^DN^7-gL&R{9O zgpn-Z{~ch8d63W(hk*Rc|hdcXQi&uWR9d)TzGQc}^wgo#I?3k}Tf{n-_lr!PU) zgMBZXb?)*wO_^RU)C;%f2a=cmg(lYb87cnLRU;<0_?S%7g-q)ynTqK!Z`@tosI!3w z+(E>t5dDlqo2XgCAjz7Po;c=Ivav99}j%VL}gt8r~>4*S$YjLPxo4o)eDEpNG zKM0E?a34Ii~|;g$GlHAdi~5?4c_j(x6WYZjbj34}Zj z3V2)?l%F1tC@t@p(t@xD4V$pO5kg-jl#9)6BF#R^z83I$b$+cAbmDO z)!0kR93PU&8I|3)eU!C>!pZ1PPbO6GxIC(b#xEM~uLd){p$PYs%3j{5oZ6-#Y2_6f z3ot@Q;TyS{9O;h7pEL?Hf9q6cz-0ZeCR1sVU_8uw%8A&ql7or#B>mpXiZ?>Q+h6~I zPPPYO{gU(0^t8doK97ekL4K2Qe8%n@D!pyWt`Wt-C3`W4^S^&h+1ET-c$MCY4F5~g zgcqRTBvZAS?Ax$`ksl8Qx2jk{rdXlt(Kj{}W{Dz%sN@qa5Qlp$AK=nHJL_>|J5-zY zYC<%c_>)3bl;~yBa2Ro4%#h<#99IXUbMWzKi0XY~Qk^r;Eo$*4fvYyhU z3u{N&)jVePXV&5FzCE1Mew^Z{rPrN%1RT&<`O$Slu7Ff{T*|!7OUA zAv5p-H`bL`oKRCqvCfqtUh-iD03XcTeG3wm(BSa!SEvO@g+x`>o)w;OvN7M|unWfR z?A+975&^Zs^wfz(x~BcB{7Re#=tEL6vaTw@{zw5w58ao3`|nO4%I%l?jO-p5sf2dz zJ?7)A8Ly-5{C=oS4D!4YQStBYOR)Y{Dy8ham?%llXJ5YTIS>(M6$5QGWgAmce(jRq z{NFwkqJur8kCZx04Kl9ImW6L-ZO-yfT8=yWm&D&)s5ES(XW+#@7l^=W`LL#y{LU+( zdDCdV4UmFdkZ~bEst*kQILArIE~#L!GCBY>5KJzNX?mxzyDEG_*%Dlz@-o4d&z+T% zB3Wmza_(#(Tkk5S!X(dx5LMs!^&DT3iDBcIyz2vfz_Hs;nlls@A}yj`kAgT&4qoTa zS}tOYrwU!0Y_26(rD4w6Jwmosb#um{Mu<&T5|9=ttE}^k?>;3^=2$b^_1AW@o%^Iy z)9YuOkluKMsZ{j|7#s=BBP0C^n}d76mJAv-1lJk)D!-}lA4W7+ z%K*g46~r}FUKbSC!H8WmSJ+Sor|nftN7XlNy2`9imJ&SJvxmU%M1+E~fM$2eRj5)n zL{Zg(Yzh%UVmGS%JOZ70N0Rv!qt5(#upP;BgC|4x%T4TDq^e_0SBmfzkp>1bQ$Uch zt)uX?xIcTySmA-w3QENJ~2)Tw^Cp#`hLMd4GjabYxIykBiBeiLGsoOj`*Ny z+J9rJkW0JmCmcTTfU2V_LUBrd*nwBW<3hv2dSx;>1^4J}PEcDoHn_|s_DiP?sDRS} zldwSE+A-+tJB3`@8lakgLhEE%#cJkuj(OMon__S4k`biBO66i;;K?P?{P+;SFn1xG zi}I~&BFlZ)RGiJmTNNd-s!JA3ZFh-_Wlh!?L13ofUTk%EH~#N8*WxX%p|~wY(__YdY-i zige_1XqZLx6qendT2>jlv_mZrqblA&vb12KW_!cb?txHTz~jb;Jmj3(eQEk%y0m|Rs< zBj@DHm*iB9F64(Js2YV701)P_)wxnBGPZ|Pi!%1M;Vu4Y5oha7s>s-#tmL+wtn#|w z*=Tfd?TG#YCT(BhY1^zQRecvq(9pb*&l|CNOOiHGCBCEAsP~RVjdm4Plo@|E7Fb&; z{>S>o#9GOARC}QWxcW4AFnMD+mmD}P2hT}s$)b6Uk9CX)LN74|9|65}Sj`iLDo$hsc*;L(OQ5XDO8(1WJ{lM6UpmV#S->|v(AWA|RW_7! zm{;2T8ZcR!vO46xyM@92dZ1}Rhw#S_B#JVFM+MB$hmE2KSceUeF9rGGlhP*hRm`V! zF4;TF@8%e^u(XYgIRRwl)%Mu+Q*gwqI4f#7vku&48DhVAoj3H8YY0);O2s+TV{z}h z>zZcCz3*0CyzuMm3rXj)^-5p+N_fujo$q+(hAHVn9vD=}@$$>Rqq6+WwI+I zC*wj*`zj*xLD2yUl9NZ-ykQ5Sn$w^`P9YKY3@TxNRR2R7l z(TJWxcwpDiI%QH=PFwjbYbD3+zbHv`%j>Dze+NEA_VY(m%2hS=D9cXmAy59kT=*)7 z`s{Ld|5I0OC;NMo$ViH_2qkKSgD{hqz;W7yS^WXltASnNp&XwJz3q1-Cybv4q~YG2 zw+A85u6Mu9m)8^fi_i_LTToPbUa5ZH;c~iUS;;wBnu6p>qfNq5jkX?IN>e&^6S*CB z9OE)}8PGTIK>sb661{UJ5IpPew=TI(R(zmk^W_JU5Ctb+MV=8VyU0N;mppE=Z!1Wf zo4Zb0B}$(TcN4?m`}~FP3NR>-=DKdG1?{k>G!dUf%H~lH;W{y&apM*^Uta#N8tF>_ zT+*31XYuuhnVie}2pjLU-NOSq`)y$NSzOTj zGS)#t@!52809PW7m6aSLTbK$7cZyPe?U(#nVlpUbr4js?>`L0nOYN~P!B#}XOypn0 z4=A^+UxSzZblrR0^lc6_XYAjf3V`TiL3vZguaZ?|5t;CD6Jv+vF{v^a6tk_bD^^Q< z+ygd9g%lQ0s%-u;^k9V7NkiVBMtob=l&iE7yz`Ge^IKhy$nmv~nQwZh3n}zJQl99! z8%EQ3KIA87D?NGo2lydl6ieL@%R2NF<|n7Pdy!bOW9Xob-4Nk}-zE&Z3wFViLdm&& ze94;KxF)3mvU0WW@a^ zu<~t}K8$0t*%S7TAxrr$0Oi%4p?{1@d{%J#&3y;Gc*H#Vhz9v}Bd~CTDj#7`T#3%_ zQj+?ol}$0)Ol+M;3*&H@QzBz~GglyuvAuSZd3s!iAq73xgTj)|US73DobbIVj`(^W z2HuMwpY>x+HB;Zd{NDrwSFL1Z-rA3nQcFJ#q++hgXfw1ZcKm}N(2gj_+F!eZ?ceb} zM};n-(C+|7|0%qD_6Dm$D1Z96h9;P1kDn zYr7tP7^8aCo#$l`H2a3YmXkEKA|8v&mH7;+HFYX#wsyKPdf7(fs$`$}b?U*oarI`F z`zvRV&{yaQ&YnY5TJ!rDEM=J;1?bexMID5}L=I`;MC9h6Et?3;$aAtw!ms)`PBddY41h3WL3L zEtnxkfUF+wD4m5YBTe$Y12p|mC@y(E3^jS(gk*1q1ngfW0$bk?dw%p8yJf&~|D%AX z?L-;mGTgv&qn2jujxBt?;4xr84KC9*uZOOkuW9#lo9)pSa!@FK@hi796rapa2UM0( z)v|(uA|%mQD*l^So%zu3^-ztF%`YPEp~AYD80YQ%f4F+fwz{G%NEZznG`KqiC%C&i z?BEW;9fG?a1cE3jFmhb-?T+eobc!3wCVQvg7`K!ut>@Ji&bZd|VBOM~p#krqT`f76y42wXHXzaVmL46n4rlE5%b7^Kh@mDxY2` ziX9>CGn~d|Z7%CoN6!st?C(xVYDV*0*^~FqH(+`b*sNr*rMf!r=^PFhUK?1!fYbA)Ko6uSWJil^s-C8o z&cp8U8UhJoi8}I5#CM&pNjt4cmRTBh)=JnM@HK{7KUB0H=6oLRZ-9BD)u>F!x}kAa z#Vj%Y=9um~*OBaU2H_|8kKf(QwLt_hp*BVAqk74VG|R-o=$7{BY0xo1>+c26k$x7s z$d%6hEs3#CXX3lZx(w1&aPnmFkug4e%WJ0AOJNvWG&WS>a-1g<{(t#yc3P>vFzl8h zlnQN-oW(n@Ok6nqk5xdM&XBFbh7ci8f})xDYtqcUG1A*78%Y4|i{O zRnT={y?ek~(dBpp0Cm~=iF}wUd~RFMTZB(YS=*#_IZfCb|IklmkLE6>O%TR{k|xQ; z!s_ZA1coA(tBk&`ISbxEjs8azy*bHzDI0+mve6DVjrLLkx=RTtR9R}sH>|STj`39` zQ{Tz^cP~Y*NM=5bS^|LPr#Y8aQcZL;!#LkoQCFUOae$pD4Q&#uog3g{oXS%B`+*(X z-&=NPLSeR61r&w&jOC=v(D^C{`C|iWdn@|}VBZ`FfR(J0b!!Q< z;UOp$(yR%3-y1afa0`V_JW*dgW^CPgd5pA@+DL71T!f7T2a~C+th2}Lj$LmpNgs?F zCa29}qTw{z%d|$2K9Vq`aQy1~*hWnzXm(u?k%IMaNqGND>dO>{^xdbsM~sP8Ek3R? zYOX@|txDBTKPuo;)_!y2h{Zw>89fX=9EiM~-Z#%q`Uz@3cBE|DZx zch%TqEHT%J7}vqs8MLc7iqxmQ@P$pI=8wAUE?|58BWg8~BiYa#Bcg(yQVN|7*v8r{ z+^HS=B0j-T(8QC-xr(iQ61&017*2iheTGV(1;9Bt8N`J|kyZ@TWa76Tlnq~8d9}-l z&s&f;a5bEUgSwqou=Dq1!S06*?W#CNf)_=rvyf>%9ht&NCt@{@^}4}+v+6{k=8#T> zQlG7LqA@AMa{S+j_lh{_#mM1K4=_MzYwntPMdic(=G%tOHJ{iUyywK?EuvMNrGxBL z`#b1pDK4iqqG>ZR5U_eHEDX+}&S|XYb{u$&CcX?y{OWw~bcrsjJ$YaMlH0jcRnMpQ zpyu#$Bk=ed=Rv*p?S-abq6iId{f4<3y|Mmf&w$F8o9z&(m$m+k@8_qJ{IVn7Z zM2ft=#Pz?ft$23TL^MQ4S8y$0&AR#fsxCFWHzPIQ_PNhpy0w5KSsx_2KOUs__7;Qj z-^;kbbgv<2Q+aCQ{5}07s(6}|f}#~hP9`PNt8|b%|Lo|%o09~TP9B|a4&0Dk8V-hF@+nm_4p~_;-!d9sXB{LY);Uo z7S~dSgE^1}dk$csnUS)O6DCAIEBuka-e8q?Vd-?hbo(}UK{TpiFr{svC?$zBsxDuT z2KS>vLJYvV00GjQLSi1~TzOs`*%ft4SJJMonZ4YTzKlY0YXtumo^enN3>>PJd}|dG z_o4F2%Qwfgn@Yc`%!2JV`e}De0}^Z%48$NIfl&w@zy1Ux88h13dF^O@xv?64*YB0R zV3)$uD4cOeCnXq}mR}ecs1zTu7u*-uPHMsCNoO>iyP_hdXfTC9CaPe*9 z7P8m6b}Lhm&@SR;n(g{)M$*wSS;$?5N$6^~?z;H%%g!~JM%ed>*ly3sPO^KpPfmxW z5HodILJkK$!JYa|(9EM`*W4Hsc{DZi zOnhXjIBy)j9V|sj=q=Rk_wwkKFfFet|6eD0sBe{PCsabRu!j6@-_1 zE-Ge@_+?K3d@vKmN+T|j@Te0NL=%es$FfOJ89{}%+SR*VzhOJC8r9$G%K(~(K$aS_ zD0cFB2O#Orskuty+!BlqIx3!`eg6ck4PCFQ_=2N=cnNjY%`ej%fpfywHj`ldGyc>O zJ~+kLToUWATA{q98PGLha=o70uj2jxmA#G=IFGX|thAW6CO*1!n&j4X5z>5)Zfo^q zZl8LrA=$(O)KIHRQs@Pa^nZJlh?4Ko4nFGRzym2l5EYLN7% zsoXFvA+Yy9qAW0Xz$6DvSBqupB5Fb5fSu~70w1_9-~tNb-r6p`13OCW?Can#+VhxA@)3g&;cXi8|@N{^WJmiR!;1nH62#toZqd~&o`9gNyf6^&G} zOI>Z}2uz-+ACV1Ck;lbbORri#e-ELwnX>a5POR1JhonRTrEEiErvAB}Fd&J+L+>qc8U3vBY*pOWZ4qFN+Q?QPv}f7r7_fCGdXtl^BGr(RApdQ|HZ@^XnrFy^wV-^=GiKvNMjfe+K zMHv@oyc|%WwI_5oHnZ`BH!>sPCcHSOkexT{kYeMDJ2`}XC^gE3n6*CF4wlRfl@BBp z(|8q*?&rvxO&iU3-sUDbuLq8?j z1onL+gk6Ef?J0Zp9gO`$;D3`&0c#?Gj9b?<|D12AUD2}jX7s1n-c651=P9;{m|M$S zttmH*gsv1rBK{r7iwuc$?votH3-$?#1`N^KDvVGK7s9OL3BDcNM+KLLyyMepc`8Py zf8YM!)U++wSOavi77{kjdf!i$mEzgeh4^OuB?XdN(iH=gkX<%})N+DP zSB<(6h1-;uhF4fRE7U+Y2gEen-G!KL&}D-L?IrPa?V9lqGcj8t&HXY)sz~tNj_RP- zH9iZF5ss$Z2UuKveKa9H(A9r-%ihBF5~3P7ka)N94Q|K74;;i>*auP-(TBx~BK1G9 zbadmUfNUK_$cHy_%Xt}w&y3Qz=@c;vy$9K8vhKr{Y!mZL zb>OyowIQaZMcqX1v&_RN+NW~HD#m|u+F=NEVHk+|=H!T_NWvPg3!I|Zp^CAC&LI); z=8rQ$sFO{5R&rd4~DKLzQ~HKpI*)LQ|ZvqV1{U0%z8# zZ-8T|d^fLvVk#7$20&dF8U#@qSjbLxtc7AEBR|j)nI;JjEHEKWRyv_ir8+OPWdVKmY;!>1d~+@<_gJhjf7)3hJ0pktJ#wF(>XMC zQvcttqz*pczMe2-{25@uB_+KHVtf7kXb;oeSPa>T%QNHs8I>`4BTi1|8P1DSNBnmo z|8#SD2$8k9%vx#xP*%4Ui@T*Xyc8vK85ppQQH9AEw+usI3=G9fxs_WHTCLRJR-FIx z?c}q&QA9o-uol{A9bCrj<_bJR`iks}y51v(MZP@3gg!mg%}<)>;2u5#|8nh~0zp&d zr#Mc>oXv;qw;xhN!XM&@o%$RrlM^)#l>RrHxxe2`jIu<)`f>+2_^lSBmNIuu2v#HC zT}IO;lV(YaSc*?C0=zNWT~zUcJy^m5)?t3*=73;otOJQ`Qb5l~gW#;Uk1?Br!jL%% z&ngX2K!7Wcz8VrMiQOhS&Z~hAh~Rx$>hk!*T;BB7n@Jt6)UpitMhXVNGCizp)hG>Zq>*mbvn=A6S#f$H0Ydl(27kwW`ZwttU8 z>v{2+w35M8o=ZiP6)|&{2*+k^*#hnPOnL0#?Ke7|Kosr%?G^0YkY{#$Xx4-#)JtaCc?6m9xVADB?#EVV;@FiO4cH=lTV;UTNN16(t5 z5v2oHbq*WzLMt6PlCBgAyH%p2SKlgrwE^aVs$*Oej@Z51o|VEP6Y~{%)G2GD(k5}Sbx(oP z8&gX~Arg!Jr$R=qw?|rIo2ts3Zn#Dqi~fg|6Rn{(Yo)95i+qO-{V5lw{J|QsR`kY- zgj89O#F^8Yh< zn+CYnfN9^4gwtoDP3#rbw?nc|08aR&_2n<2&;K@qxM`M+^k79q5FeTud|nwDx7tV{ z5BA3%#EQLP7OF(*%rN_5o_|AAZ`ia;gkz0C6N!Q|Y2CVwe`=f!o8tB62ffy;OFA8Y zBdfbx>c2UdMWUnW?&<-Ag+OGxkGreE0}`&Ze(=OZCW>}Pp1@x)61}`QIHq-=l^1BN z)_hJ_NXe>V;9@{ge#v64`WFPQCN>`r3rchGggadNZd=qpsJA=*wixQJ?+WK}HjeYsVQ+8bOW$ zyD$NjY4krNN^yya`uNj{YGM_x$q5!3)4o&%O5)?ukDyI};a&gT;@AZ8J&(ZiXwjqo+@B;|1nVaH{(RF62o|})8<()qkS{AG6o1+0S4oGERl4UICWA|e+2D(8QzV5 zsS?ZFt`*1;e*AO)c8uxJ0mZ-e!-^U+Gl5?|^ZhW2;l$Q?TJXBr*R)Fe;~DrjFXaJv zQJy&0M9>$TG-C z<2_AMljenM4ufYa(*bf%ig*ludL38L1dNnhI89E{NWP}I;E4@(D1;>N2uTXfTUkr5 z5cBanUPS8LYhEbUtC3oz_iQ#{js`fbg9AC+n|!Y?LaTR(*Y{c~ma%fPIn`zv?|Ey9 zG?luR1q}q<+JMCJOLgwCn-6A`>T{YFwx-kyUTVe0rPFiHd63DASTSEq>fmpk^h-EX zqbZEeVv4{iPR=8zuYRAjrGDU&e+fQYrc^xG9&(MmJ?(&2z9uZ)U zh=h!|Dg`|pA?$JL@Eskl_m;}d0G`OeQoA@G>~Rz+;blzti{M+#o;+ZN-_e%`ut90K z-{%TW6U6M}&{xi4mv^ zTufrDLa;C>Mi>QAdM*ZP&G)U~^~<#MtfZAscDOi6;V>chFL?Ai#)~Qt8tVRHx~d6K zMS8g_G}#g^ul($RWUha=rh*Ozdj&H8z8uW8X`hKn{rJ>R0>*mJwhY?oyZL>2BXN0e zL71M>4}|qQsGJO9v7UL{E8p(ZLFK!FwzlMeJ2wxVgs-&}2*Hi;zdwwFVMO9_1#GFw zsgfVC@>rCRA^rmFYOp+w z_(&U`HINK|B0vlhfr?Y2JV|nwrXzbX&mUz*=j+_Uj96bim8qj=!q_5ymgkj-6c zq5|3~bo=-7AEP{m8Cz{!a`_N!m@k1phQ#u-r*uFAo8Z9)>_}9l9b494##fx!+@TmR z{cVF9Dy1;^yOKZKm?Ya>9RG1Yh!n~B=o0bj+TL!LGOv1endB^S4#fb%f|qrYx)UIxrT<` zjswN`HYfR;42@2z#sB-a+f+%vSM`ih(auU4cP2CJW@M8@Ve?F3OH>|dokV9bKQMiv zC(ggMmH6#@*wah6F4wyyci(}EM!x+S2nni25014W@Ry%WRx45}G!C7Q1eLD?m9KeI zeceTq@k3zNK`FoI0|#VK404exZzocQ3W!AFq6Qe^;q|LzwVM+PTN0IUa>cu+h+YEZXiSh3ss!Ow9`Y>KzUD z&E(_)Eu76#q@J*U;dUWaRZdoOdToSX{aoCFj(A(Og1%apfY;3D=N8Y-46^_l0fba8 zZa$Y zLSQ1ngNUwgpRXm^VD{W2y40vRQi%3q*>VWE?KA#P<$J+i?>or6}zHbiOg;UAMrg_zgNDJD6 z8_qB)6Bd3lRR1)^S42B7bd2FIu?FjlO>=17?tSE%tMkw-g4z1r>qkvj6{!LCtp)Kk zU$08_OTG8EyyAd0y7V`yQk_MC84{njKigzEgL~cnIF79+zxCfvwCW%Tmd?X@A`?p& z_@w!QH1{j3?1#%+bp;sLlAa^C|Ht>mYwhe|7hFBxxxqJW@|Vgne~RA-Dz%G4SnJ)- zuEN!x3(n0Gtf#Zbic%Tn!s6?}3M?BF-}ax1MzzFw%ROG0{V=9BHCBulpjxp^X>a#6 z2jBE?CF)dYpon7;I7>FKp9{y(jf58pK3Cn$+2i`*uGVXp(J(Nu+cn>VuipA?76l5b zZU8y$uJe5y(^Kc;>fBE(#Q9;6cuyA`Q+!`r$>sEC&{n_EAT_n9^5BWJ3>1F~%=NY%F1lGP1M^Xrd(nOjT_r zSG&KtWWYeIE|S`9MMkeXUvN!Njv*QyMIqo zW63Im9?BTba}J_HwB-UB=s(HLS?meuHaix_?eXD!`I$^-uQd*`(QSUNt-ph_D)#a> z@n!I|irbkiuY6G|Aw7SnacAOD;qV%HS@`7oD}&g6cD`lYNv5|kxsi(TH=MYyCDt>b zkK1=-KK41200VwF5I&qMbYZC$w0&bdhgSPqnM5ln823e8UiNlu>C4}oZT_NFzi`YD z7%)~+$w}VzPjkzWQtI+}`RlN)gH|2qM%`yg5A-am^Fa8|xU;+&DnWk`(u-CrMCt(WdxzgR&j$z&vVH+cRKwUYQHC5VgmUttSp zediWIWZ2)>{sF*(z0-Tt^2VPokSEPQB|S~Qha_SvgfSw_Bfs?Nj}fTk^V+*dcYO)# zL%$_YA5Q9Jh@bqaNCO-i%~qHp8)wsMPNm(|M%^d>Rx(n%h)C!SVIsSV(7SMqQx&ky zF~M_?B-GV(4ox^GMuN{Ny86t?!A=KXB|sw_2owbkw#JiBqB zG?Sm)>Ft#eFSI@x&XLShO77aM66&)6f)9V0eUJ%bg44>@+dL_--~HX=#%XIw5B9TVTSnr0E6V+|JDti8AKRG=O7Eod00_Oh+X5cnDp_6m@>8t;Xq9#9(2;Elw>ND2z zyU}&Z8P0lA|Bo$UZF%ejOXj}0G+cjVefy3ODtbIcacY?P#TDt0r!*~=T*XtB0-p6s zS*NxL)^KVg9aD7h2LL{mHv=Sw(x@s3orV0bWrKk+pRx-kpPkd-48hSS{y$#>?+bqS z#w}D^O1~7&!S!;bBYo@kx-$vx`zBKyweGb)E5@u8c>pR|+YcoswoyyMnSik* z=y)80Q3|%0gLk>BfoJ%r|7wCE)>^fEM?Tsup7FiwG4p+!^01otsI__GK%gbPF_?Q` z(39@bGtvrH?k>aWYS2QuC;-pJw`Zh3Z-MS=+0j50yh)lkPgeCyd{>y*k;LlwYsP+VRHNwSDv+uW164I$+BwZdsa+GFQRtVH20IsBo;_y#TeL2?Y z`z$IF5#W8Lo9`Wu@9D0Ikl{BThPvI|^c&sO^D$8(*2gncub6-6QW}|ff8$QgxC|d! zx`5SDkE1WBx!G9V7_BDN12q|GjQ!L$2}+%4R2ZX^j!ILP&$DfTOw50h67H3mjKaF9 zWOuXFj}D>jBel1F&Hcq-S7DmP!+N7ZFugQq*6`Ewh1b7HV4Up!pgi8j_o?$wqg3H~ z)o3qtL@dYz$O8$-S+1~6@!XcBBnf0wAEY6DmeyQ&e<~P_#;;-}T_@{!qG2@EKo<=L z7L8$v!Xk>~lJcU($d&EQ`caG^jxksnmsuJ2G`!f2b(JRF)AI(e{t-bT2|A1m;P?M6 z6YkyfyW5K()jw2o+OUkB&*cJHq`S?`M*FhuX24?En9peS650X$JH=AKj2>K^@j_z@;tV%k~SN08B_f;hb*!ijLITN+G0SMP#(a9=F z-}oy;iUP3O9pS?zFrXbjJJc@`=gP$_LtrWN9xFEmPjR zA1neF$J4pTicebsK)SNGt~OwIR){m7=qNxap^q&Xt zXuvC&p{(N_)V*Kdj^edF1$Drsc;&!`(-n61lM_2ncy@T{ws|jsP z*GE2dFI}t%D^CS~5d6|4@>hp|Xyc`m9(#3DngwQVwhhI;2IYO6KjhC1*hctF)Lj(R z)m@L~?<0wHwFk{xi9f**#v@W_cNAaT`@L|s#(SaLmO)>)5Pafjjjun{{}~BDb~oSm zYE6dPzh3@Y0}~2=qfhK&fN%dmL1Ji7gN5w>AH~oM8-pci|1(ORTTm2H^@n9 zQ&2Qs$YY14jdQTZ2i1?k z9pag*li&k>rlhppHT2t^8Muw#ltar{AuVew!zwj#@z_fF_AQZ51tJKRU&}`lp5u30 zJ12(YNVE5xN$^@9oZ@Wp9_bWepn7gY1O#j?q9luF5;EJj{XPTk`!vp~I7TELNC*Zh zl@fNL3iGZ!Qt=1cwT;IrnPJ_dctCLr*^^Hjy0PomS=vW2XNgFdm`zp=`OhbiMkm6} zqU>{<{(8Nt;;M00;&qT}6^Z%V!syVY90?`*m9oZDK!d^WBYP_IOE?M*cfi>$`Cl(4O)0u&+GOMx_HEM*e578t!99yX&mX$Kd@J zY69PjN8$A@cJ626dWSfH{I^HX6e7qtJj~M1PX9?k&>IbsR)SUW4FXFaIcc5XJo}}s+CnjZ3#ZYR}h2Yv> z_&bxg+M@I(kQmzCK4ATmoyRn{OF#KK@K>7!!MmaA^JFp;z|X~3Ov^C*DLLYTG(OYN z7c4Q;%VxRfeb1sY9k14z+z&5hIMjpI>y{c*5HO1@fzGE1k{lwaRaLCjX(ioW$0NKvA$;Y z!1;--CfPH|s}ngAklvpx&%19|9rZ3HBDINl=hFfWJi9?=y#XWnhCqsvFnzDSJg}X6 zVWHO$2i2+kI+*4cDa{3QRoKP}pS|L6O}J^f_P39-Y7!bGyGH`2>Apm%w`3-^s!x zcu~>Y|vhUWj$)z3@jq^>^a34tjxPKf5A>;j+n&pNuJpF$7r!_~<M#@nZ~M=F4r(`s_o;c@O9*?D9g2QvC}G~4&Q7jkn&tNo z^?d(z@Z@>&MDK6*LCk!CWVt!4wq(Xsre&O&v6O%fZ@JagtKIIxx%{K;fUm2QAR#RW z#@AeYY2poFZVN1obwSLG;YOhP%a8TWlzw2t-@!j!^_fJt3vi1}ZE>b^!5uIM6|-GORq}ud!}FdU%P)(jUTtkl4}2vtyt#@&A25g zV>P>(lhN~BXiL?UycY3LX}R{FNBp=oy0JfM1_Ov@VlL6eh+hA@oX(R;Ht99l|2I8q zx@Mm(Uhfjkh>O3P_FZ##CsvndIM!N;X5ZZ%*YQO;aNGL0%IkNxD1pW=h*f8B9#cNP z#`%LNy6I8lLRa!Y+z<44;Cqkf~%X5vA%W(kCNA*W+rjry+r-@Te zzzyn)uLo{F+2*nh&_r^oZjs#m^Ojxr$K-b8gj#o#$owR$<0B2g2*9iy-d~!$IEWLu z-;#yg3-=y;M?|Bgu;qL4j33{TQGdA-&7#wDJyk|FJPnz(i|$9k(1Hy|-W+&c{t@aE zn9lk!4*MJ(z>YsOv)Fb{f7Dk$*%4ulbeiE1iEq)(AbbH-nTG~eN#lTWhGD#XB8Q#Y zjs*&91^*XuG7-RJUnVepdi?e0!-#3fMB`}wy(MI@nzLEJ%i-l8On%Wjo0~ar@Q-wH zHjX;IvZD}f_WDjj9kpLr%#>=E&z1mUV)`JzvAyz7&6U%QzK*O)zz>y{eNjYnZ*6@; zjh|+1;HE+I0pH-7&V)jd^!Ep$)iw+9EmBRai7ht)bPtEWBE7@|aoF>hiyU#qoNQO( z=xDs=xtQG+PSeBL)2BxhCRV1>sov_@hO$XSa zG&w(1lb)|H_5behc^uqF%i|Yx7O0M~ohV{akImR*kRmUSpLKE`_j2WV(}+}xuzb)z zs&o2pCjCzMn6f>EA-3w=sn*wuw~LJx6dCo}CJ)anSO$v-qg{=kUCbt4lAuupcWult zq7!nHioEL@Yaro}l>sgY7&T4BzidF+bS;yxkgaXm*z4n<=hkOoaR*+LC!>DF`muv1 zphjIB)tfRqi^BJ{-Xv?fWdn zs^V(@SkbPl%iy1}E~5$mKBp__as+!YeSbW5h`n?6TrrKJh1-Kpl>~efuJyLz8NYN^ zT+jHv-!J-_xpG|8-`_4vB2-$Jq%2mO+gI>?()9VsHN4P554})>0`3RIEYe+}6A3%| zFFGJoH2AbEEVQ-EqZqpmAA4dg$`W&H{T)Z{(C{JG?IV<9X2^^?rm1kyp1gmZ<>C^#g#ua`KV7CzMw;S6sRztvO8oc1{*<%PMRZEF?8WqhK`8)(W0^9#pZdIC_4L-)4x}d)uKz}K9FCXUN_i}2&bv2LLpkd6 zbm5(zliC_C-@W;JB+*FGI_)V(oXS#?Hs6o?=Iv>~(^0dB4jTLz=EZq1cd z*V##zOZGN-z)4(j2Hp)wDU@=U;GIoI#hUm33ZSnJB^kCq0aW+^cV*(c&SEoe;4&ow$HcsyEG+x zsqp&n+&{)T+x2+9PJpy6^SJs2Y5nrR;haAKU<4+m>3-Fd2Vs+uI)%eX#)Td%GgF(& zb{ZMkT$h4&;8T3XO6F4(9Op||Ph32WuZ=e(l&Ihg6zW?hDGq{J1`>YVQH|rSv@_-O zMtf6`gq9}P&0fnOJM2;9G7`beN`E6|OWLB>oEP`P8HgdrmptT`3Ti_VpBq->)`YNg z@lIJ%d^8&Z{ll*Ny+Ugt_x+YvaE_Z;)?L4X7^k$iOPEM2+yDK1PKrO5pvjT5U_eAa zvl=DxIP7k*8ZAZHXD#e{2&c>i)t#G8yW zpbchPX%R)Y!Nn=os+gaM=Oo>grtouny$X&n7=NxzLweJMfh(ZKBG%b;V&K_82sgj8 zJSFBNM9`Oa-0?eY>mv`dTj^YDp2J_KgFKket2c0^>A2%+*)i;^tsH&f(MNPfyAlH< zDj7C*6rA+G#1x%Zze=J06lU$@$D&Y0vLYo#!KZ+Opm;cDd6as^3uXd+pl2imKq!W< zhGk5r$>eJ)LL`Ele6WUNdSD^Wys)fQnOo98C}N?cj|9yh<+O6Ix1ab;QvUu8zp@{4 zjK&8QOmn*Fx%ck70XgsG_~}B8sDkj$%b+;R$lzVbLHGM>&dVp!Gs}4E?OZ&RM2&~) z&Hu}m=6iIa?$<(RERpzh;fOBL{j2J9rW$O62Q${&8q88ag)%3`+l{I_;{>>uf8d5u z6fh?G926Akt40JER#x31*csP4`dL6#>zGeF>ewBHm2$o`%S8q7;U#gOD)gvKXq~Lg zel*(nXd(f+@-UyR&z>Hs?*0=BgrhxJ7Hah)0?{6tRC21=k|fPrqwnuB{kOlR#EfqJ z9e{Y2KKsPmZXI08TwknN}vYns#~SDuQZ$mZJDT@ZtIc(MwoYh;lYSW{6;MRd65;r@K%wk_Z80T z6->U@+lILiW=8Qbxehwz4>7XD0`tdYcj{`!)N(>ZifM)fSB5HFC5#6o{`#ctw&_7P*bGAvZw4ANFSo!8 zBTQCLQfOHvnO2A1;VfD>t%XVP!#ntdpiSdzC?;m^f0m2iOslnp7R&tImoD!P_D1_9 z7J8-whtALSyL4oVtT)TgAc+Y4ZD*&HU@8>BfwF82W+vxvh2*H%I=Zokyd1W8SsG#8 zq>9&)mE$7a$FpGHTVAm%c#3pr%j#vgaTxpWU(e|{{3Ujj$|eO(IIL{o=zR1uEaIP& z31`ZlmR0(r{sQYh?~rAqER3oOCMKl)Qj3L~XqtsfryJ}>>Xpa$(_D`XeJ!tdk%P3O zFDuVrkCh~*(X}*2d^5HWAs;hf|8af&(QyY^e4!rIY_a~SS(lXl~Ub`+HexYbJRKLAAGoJg* zpwR>|tgp!OQJwwb%v$PU>TX!D;v|ffF8XK1NykjWEHyrVKwtPW?6bvlvKi|N_$vYz zf$pt+G8>Kgrw5Yok7u>yr~zDL-)T1&5K@12?eu2v_pHNF8$bd^K^#3BBCsXU$*hhO zF7ynD8S+&D69P`$y_* z!uau76p1kOvP~b5@l0H`OUck`a!V_{-T7J^cpOZ8!hwcWkxxsn>^(birN1Fcfkedi zxFUpP=x8PVkt0U;ZXo4DS7u~=p|>T1y?=IESVt}SkFuE6T2`?mryf^K#jJxtL?C#q z?1Q-ZB;{XUOJe?ydND!G{o{R9J8LCkEWhMww|$3uamG zR)@cwsLAcxdxI(rLL~{nh_qh?nj~Zd@eg;(ofw_$H`uV#Hf2X~0XSLW}$@>h&+yiM!B)XFt zO%)3W^l)K-N}+N0``zHnX!&x@?D~d_ksdO%Ui1fginqqdQKcKWfDS}? zJ5Nxq?qn)gEj76Lb+W7iE^rjQHB;8_gIf{(I*7RkHFc&Clv}&* z-6*B^;1E8T{$}4l%je;(@KR2ZMC+>4sQra5?A2Z%Xs&_%>GbG3ZwoR1^rfsoXFcwI z#9YSrp%~uQAb`HWx2((V<4xk=C)}Hz2B)KGdVSf;lbt0Q>s24O;-Ud`b$)C~FHm`Xh9Be&OYO*Efs!Rr~ih!oznT z(_x&{ehp^hRk{Nr#Cz<`nM-yRDj7d#v11jHBc+U!ShZT`oT4Q|}F>`AEeVy0AIAWE?PbMq+)C4luP8#9I1-(4n zL+q%%d#s#vcf?w{M)`l?sDxRso4%8@d2dkrj z;2r6Gva?sn_(*i2t)hIwx2sfTwT;~!OmX_rSwWCkNWFFQA9}(`F-V98)+IKd+2HXHy5G9_mj8F6%L-R!@ns}tfS5HA3{BW#umCcQOg26_R#gj8H zDaDE?`DNw@^z-w*jp{5OfY!71$-UN!9tk6(lnACkgsR~ah5HQc|NONDj->04#13vM zJ#-kS0;8yXz2}s@=PVdzXA<=3JaA}0JN9u18&B2g(MfQ^O%LgP)q0NRWI?<~&*X#H zP{^K|MN@bEC!mdeP|c!lBQGex5L#uIdJSq$mPj}H=YusKM& zc!_K!4`%oMjsmzO!uc-K`{g6LEy8;1YlkngKzDCATsDdV+n2ep@i%8_7fFR?PGfcJ z_*xsTTxIqGN+eXq{dX~~5HLscT_4w-&1rUfDt1qRLrC_%M4L(zDx?g@%>LTwTq70o z_HXj~4T?io{gTg5r6z>I*wF49Ok`e);J>83973|}<%S&48BxoHo5pGhdlp&Mo(y4d z_mdx^N&cn?OHHwzw$w2dLQ+)}ANJQSm4Rx~h-b8KI=VKdM8OJ#(#VjLY|`D|lfGfq z`p=t0EK$8~sc3nP!G#BYHz9speZ= zJ0F(Mmu4mhKSEQQDPPYfs#EHt*HbYcyXFzw$+3wJr3$+9%Jg6{v9L4bi(dLwkxW!` z4BdJ;Dzs~=44&)l4`(p4P*CP2OWw>s>viZiKeXz1PYtIjM;KlFy^6Pm39VxIP-!Rf zsqK}@#G@t#qn7Ogk%A^t7U`2LF@C(}L=n%9nt&YZtw8f&o5{K};xfT}hONDze*>L@ zm#CAqAGEU+K1Lj67;ho`HuQ%+H|+BmYmx=|z5}!}9X%p?hi?IhYG2+%MR+*UgXaBY zCb_n$#WcCeOA`@G{}DSDpNRg9`A2qbK*Es37f*7=u%G_yETsJvrs0Y~?e^ZII?QUt`f5IW-qXX)f$kYq_0Al}`d_jzZm$uK) zEIXdWhkt8}U2N=^^d~L)3+b$n9E(`=$J?K7*imSrA7LUjGKsHi>@08?E{W~R;PX3Bf8l@WTYn{BG;?m#rc4E9VBXQrAyZd|K`R+@3KEqgS zy&p$xR)2%Mk~OLJ8KQJJRz46IAOxE?+JXMo z2H({PdJWL23UmVcp^NIAu}|^Rv}Kr9ebmvu0+<-jikV(Z2;bTh#=mEHK9| zaHuz#%cPd(*)^lue|;IHag~rXGh?Jk=F>@$@>vF4C8WC}d~d;huOH*zzZfjtW6or2 z*snq$A`M+fy}i~u@R8GTyM?7peCX8~8aYnrwGG1*LfR%w6uFYJd=5Boed$9yW05pOtTK;a0e78e$~+dK^vBG?n|7-_Zq?cj43W-3D@xT zEzm2>09@*UfKSAP&qT8CdE2MVmpZ{;tGiEO!W`ARF+?*=pV^U-A4FF33VAdjRtiYd znYu)wiKBQmPt2d$5yE_+Fr&9|37p&o{~nNCZ2M$CAub0u?%>#wu=iBrhQ}!k#=5y~ zGP0<8p800GyTf;-GZ7I)1(_(~CnyW7M@~v@z&T(J6R9aW`5^}nG{-S9M`hwX#oz+= zAa$=kln1E3dkN8)X>1Bb*R;iWTTTs`rGxla0Pu@i4`vxVQD(JtRS-ECk0r&~@?Vri zR!&u~KXR(y^r539x*z=8rhcZSkd(fxxl%6kK-X$1!-_>esh4kI5Kls4-D!GJgzCBs z@G*7n3awcM82Ny*uAZB5iQlU)Y3vqT{;$;{^_w!5u7foje^$=D$h2ObVwoWSmZ~=H zhGAUuArC|{BVQ1_%j#0nqAaPNs{YqYgA+LQuYK@UI;zk;0(qf7P*7;2qFPF}uAf05 zKQme89XV|fvOnybBkO8_r`20pBbHT7g$C%9)vf<$WPM7_Wj}VV{7W@*&wVSn3c(Y^ z{4xWONQozE0w0*e^H0MzxGL{*NJFyIdsp@=KSTUpZTw77s_g?u3VL@U420W|NO@5m zbBdUrvahe2Y1GQ^C2WTV#;doHHn^zYkMEdX)AyL#z5YL{-ZCo6ux%HXknZkAq`P5g z>1GJ&5|Hi=L0Y;SksP|ayOr(~5Rh&dVBfyq_wMJ}e;L-AS+lOW?(;kn=2zgyv4ZN# zos`97b;_?*EYLQ2y_>*u!T0ssFWUFvMPq^{`guYa_yLVCijb|u&r3hGx2RUS{05(Y zq1w3>iEeo55IzgKi~GMzen1C3dr^Y>D=zD+eosHm(xw_3rc_sPDvjvWGmwwk;PWXv z0~Q+M7e`l0#ql{m4UWFccERmSan01keB_s{7J||@C23i2pQPJ!$HVzIAV%MOe5ow% z6Jm_X8-AuO^V9|T2lU|B9lGgif5La~SWN^pXmN|ID6#ncuEf%8(JWZ;A3vVgrPhuj3#!iKP@o*Ggl##dJ`QU=Jt_C{FNPvKEyaCOE|QPzJ`X@1Ct0-o zPINmYn(LSs7D0kU%bJwu5J`yN67b>_R>RtoPc0s~X`!j_A!!fV=kGnpdu)ltqW%hT zV=0&!<{DUPg7136MZ|V=)mY2hFNLVlZ&Xr}ti*X7Z}e-|SogC!DM*EHzpH1I-pf|; zI1>4TYLqnkB;z;s(yvpJju{A!dWPWh&Kq`*i4n&rELfB^cJvO|sUw(DlGiZRj)3Qe(SpYj7QB&^8hod7<68 zFsW*{kDEr!-bbSXik7i>pzrjM1{$}MV2y8?aLigYVn^s;`pJohZwrI1@4$lp2Q@NQ=ID@%*6mtYqlRugd9C6-7~s&*k5FTwULF+WZ0tEKqT- z2zB(Silog<@NAkvKFh@cquFxX_M*;9-^(_4!vH^>7#Zz26dS%zZq-xE{BvZ5>gBczaBb_O+BVPGFNJBGdJ!Tru&&2+)VaTh&`$#QwmdRi9 zGaL;VGO12BpFj)Qr;@A%y6uRiJep~60aSvhp1?k%T97zC7xiL_^Y&r)Vrj!@Klw33 zpN~6r7KbWH$a0{8wURMa`_bDjP%Mr8TjH3vZkP`r$}$3bQ?afd_w7bARUeTL1<_E| z6pyQ-|9$aKpFdw^iAih_0xlM0LH!_m^!lvNnZwf}d` zy&v3+on>UiIvV7RG-dj$`_l?;W2OItm;GBR1wjI18X_l5rmHDG&%|fGY&MBa5#9x+ z6;G(C-gDI_PP2Gn9%vbiY`kco= z$Xoe;uY|d8Jj z5rq^4%93>j_k-elUntC@i&Fq_vc=X*AZOD|ngkEbmqPNc8uT#I_R0C8%G(slSv{RkGj@j~ z*tKt`oA&Ql_UJ1hWDq;meY$nxxUh)PW5Tx_=%q*`7G$Hhr)2J?Nsb-y`P4YT$lZrk zP~&ul`ks^hRRihE^jG>lrt|X+UPz{idyLpCXk=>y;>7v*s`7r-pY9QEfoL!R1?HY8n8=dy^Q?V;pqJc?kJTonVQ zI(ppCy!_^Egg6mbDCsh zP#*(=-XG!QD;kM{yYRJ2a7Ln@zr8eKe_!-tSn22u&`2PCRm(v4ri3qhi8~f&6E0q{ zW%?}=nIp!a5sV~zbwXR*IaY9=ci^K7KH1HD?2|bA7zm1|93C&L-ZW%1gOBkpuPU4Y9fF-#|imkhBYja|C*L?(e#x=s9WDHB6UM_Wl_NjlOsbhVEsuJc*FHK`cXYowFH1`?=2a5nG6zJ7Q_q;iwap5MfKh`VsyR(!IMgkT* z9Amj1Hz#vt+r8^ttqt#*`%p!HCV*E1%LtEP&nN8#yB@iq7L+0jFjlF-_N7tKu51Mw zuNHK+s$j}f^_1K3f^!#27BpstFPnV*mUsOn{QZ;DW&VQoN_yvF^DwXNisU6<%x@RG zKR=!Me54oG+P^tpkL+;5d;p^6^0&{C zPK90$zcTmkn$aVBkB{s&T54)qlAY-hu!!-4Jn7wvMQLCZ>3Jf)z{5(>ho%?TwcG%` zEK(m76B0C#WKu%Dn&R^=q_r8m-1gEfcT|=~4D>Kn?e!&GdX_5!Y9ZYQ_W;YETUUhA zC_-|0Ay{T=EtJ6H^t_gVD1-y+mqyJ5BW2niK1iipG40vAQ^w*v7|y|_?eyv zkH7rfUi`&6a$4uZ-r40)=2c7G5Zyspz@;VM-xLU>6ZEEJFxeeCeOIpFt0|sA+2(o< z`8c{3zZHo=@5UY@_q!V7jd`f?7aZ-y4bPx(os`RCMR;JY-xNcoG{iVa?Jqyx`l1cC z+{{VnFbBc2dNmm8U9f+9p9O862&wKw%L7RvzbO8IxV$E1ZTBhA_jJ2c@W6vpUi1%o zFVknNC>%np+Dzo}HrlP_>K`tQysixHXFmTKgFL&@duiNs2G&V||LnHSR>1-x?lSc6 zc&S5<)8H@kgCWo)i-i;-go=uWh)1;3jkNEKr*$;O61gK1Qw@yhD?tNf0bfNi;eovP zTz1D2HhNa%aGY+55xy2j$HYZec%%DA-omkBCZ41(GY5@hoCYUmU;P!Tc zc6?3>L3T7Khr$Fj(T?X~?%!|kZDZsA#MXD(H4}pmk%=slL~>6cT8J-YFM<%IX@F;1 z*;)h(chRaY8^+$`bx=jH6G)Q`H}Tt8%H_~8#yR$C^rHB!maGY&;R?j2*vZPdu6?H# znx$^h^J8J5%$D|e$fT($*=&>fkztQSt##9x#H@f<6;=9_CuVnCz+>XPVQ?bE1twE9 zLs_a3>n%c!5(x-{iO@UHsHria4`8We@pIhF@)#AMm`^yQ7dbf_t?K~rd|9nk)wt7S zDI1f|qX~!EvQ}J*16DgeQmV?Tf6sPj#*DRc8? zS16Fpbnn$87<&H~x-D4OjY%9O-hfvCR8mQDOoR=nU|0#iGiYL6?2W_h8ZZ`xS@i+a zL-qFJlbl{nm)20Te3DHlYLi(5^Wcs@!xQQ-2|vFsBV#r(Dn7Oq3uH{KwM;+2A`QEC zP?H~I32y_dPBatP1wj3Dnx078w@;jZo4h!4e;BCAUE%Z zDs`>(=e(VDeVIVX`u*x2D8L*A?tq)*kBUGK|8OsCU6 zW$LbQ8N0erqq&Y%ify#iB`OjOAsw7WN4Ls~ru^E(CS;h-a_{r!OopG30Fs|oo=J$Q*J!P$Gwp=3g$h1Dy;MZ=4}M=Nrb>R6mHde?W(XZ(;ut8su17d8 z7^bsi05M#%rUQPXS$gu!OX>`B*b#CPg7e_Gj&VXvRf+eUKHbBrCjDD}v~rrkYcbFF z&$vRiAN)b$2eE^NMoundSAmzLz5Fv8-y)S6p+dw-}`?d%RrAw*$-|} zyXB;6d;8p43AnQe{jSn;0S4iF6NDSi!_MITYWz2HK!if z+H~_S5FD&-8WQ~J`Fp1Z>zi#(-WAu z3yQ&CrYNksDuPiBM2prcbYI!?S*}Zha#Z`0G%oL7c5-cp>~tdhzz>lz$vCPC6ic`V zCXNKE3I#8C+6SF8nsRc`k^el0-tI{-Z>2mu-kN%i%o^4TL44 z-HP@@xvETic}oBKc@lf;w+du>F)}t@=&jO!p84h$S8NuG+nlqMpEpNRNI^V@mty)C zZ*Ola3K$Ug_|_ItD2-tNPhLgI*HdGPAS++x+d)yGnM7|>fJTY(lY0N9n;TV8|55k3 zpFGLIb-SCT$Uoqlfi-5meFB(91Ll{hn~K3$c@L+PYg;U1b|w6Tr=K8nq<7c zU1sXd2bKOk&5VUQekIB!jIsaVkg{7U==Q#~F+xrr5uZh~>$+{gl9Dhdf?aEQujHyxZ=;~|!CJKc)q$3q3OHEFfM$w+2B%W!Y#`}QOTirD1eHB%U z?-j>eB(QXFo;n*#{=mC8&J$=SeA((VPl#|*(mSN2|Nc=yekS4T39cF)XQke9p4I>p zmSrP=CCI+bkf&M2pg1#~P>=@G(qMr$`hQw~B0KcPIuqF!oww{7oQjkjx~Ng+^a_M- z#x=q^dH6>}AB4&aC)PNU(3G1(P@eSu^0^v}Fes5Tr)8bk%ctsuqjWWQ3s3GoJptUG zqk*2_iMD-cgq6Xmuoq^t2$V4shc#sOK>DclW+w39aj=@0uUY&)#9XH!gQWN^$e+v# z?qkP);bvrxo7xecF&U={X`y#(;;s%M99mztNub;@TSRyF!|HHtc3Ore&9qp_=lAedXoxXmfX=Rwx)Lk9dX z9Ngx7yLzzS78SwQ={321${^&8eE4*WlH5fF4;!J!6pvAJ;greS$gMLkIzQdtY^-#d zI~!t-!xwO_5yj7XtGOfQqHgdQawI|)+T*X^Ej6|K{`!X)!o-ZNX7VC+!QTIzw?l6y z>jO^PI2Rh~Bf>qg5|YW$@QGsTWna7I!yH|Lh0VaGkmf3;-Mv_}i*Msas0D>C6upP< zhLOMH@ETg(3Qdw>qQOnnM$WG@hQCxOnvec+mdJ>r>Tcv6wc!m7eL39mVI##5l~)WT zb>IHHFrR0fzhe}A#~sWe&agX)qS7;G_8+#HhPLRdmMN*cW;)b<7cn`A=aa^LD8jb=1N7#MfnNWL=0Dw2z}ubO{^L z28plx^Xa+rx1~aO$Ob6wwORh0Qs2}D4OC-coy+b3PQ8EAclGB?HDOd}tM$GxJU)?O zRdnOJ^!Fu+E*Tj7>e;OKcYFyt&2~S<=2f7%e1WKRznKGoz7~e*lwnqF$=0vStUvi< zHeK19;|PO4+ZjvO0-ZxDmJl-JZB8?B&yjI%3-p(+ z6xtku+r8>V&m4+u>}?8h3yl#i*h{_vZh7}5A^#)88^@-U7C~2k$>qec`#9oyVR7^F$(LOwYEk=XcXR z`xHw{=zvVC!yvYv37*-^i32&B_WX=_yYgx)Q;7ag_ji~vJD`5Bf+iGZh!dX8#}RR)vGR0HO@$QW^KC@oL-}?pw7M{5&ktru61FpY zeL|FJJdgi!mpJn{9rE`lm?%@|O&2DS>qLyvH`lUuw|y}#$|?VvZQ|N{Raq$dh9z@f zZoe+4^5o+n0%vTr1&5LT*jRhMYfmC6&X}X=GxrYZ)BQ(m9%Q}X%=l4ZowV~T{&`LE zCJuB7=xLzT{ib8~{+13?TWG z+%1?HeVbs`XCsNkBsJW`U@-u?%smB&)g;W^?GiDDQSZcce+v7uLrPah`mc(~MXx=4 zU&V#==1FJ*LAcB2wmHIN!$~4ZuW0yEfm1&iK{A{-NQw9g&$5RGipbB-PKGLY61%0` zsBq-~MEkq<@Wu;ddOn#wJ18G=>RBx~iY+P5;qxu@_wpUNafD|!_=_b{suui^BO{na zgGq;YdQu-|54TuJKl;8YFKuP!cSqk{elc~_sh%-fEdR^R;!GNSF0lgIiDI1JkkAjl zZ`APBhU!ywOoqsT1=KL!-&Vg`qx`VH;{D%^W0F&b??l?8IW}V>`CLvYksXv*%uL&Q zk^%#IfVz4WL<@V!2$ZC-#7Vvp(k0s$3I;^5OC?d#Hj2y%&jn0gZMbBZ`=Q&{ zIHlK83vjAPc66e89Pk}&7!=kaE~FZ4(5u6mPSu;r*ENMkBjVT#i|Wz0?zlR-a)Nlr zV*-g@3qKgQ)d@L~GGTT4+E#_{vu1-ko*S@usgu@41y7eU_ID4Ie)jt&({DHVX0`&R zG%QDANEMPcqSs`1rRm^2I-M&8NYjKkIJQvHa^!ba4szxWMjU_1!%h*txsS)$pRu}z zHCf}Ky^K_}=yALKlyBJwz0dM&Ii$bugdbbojNSP-1GoY|bT^gF|^WNOAR4~n?7CPcX?o;O3M-j zt^-q2*j1K*idlPl=Zbhqs$gstJkwokjh{vPUNrD#Q&Hv%A$ML>PreC;;c<5ypWYJd zB)Zc78dH##pZ|>t=${3+vVtu(YnK<0KV^y05*6c|vifo)IBnfosP$bMxErY8%PSI@ zJj5P}zEs8HMKg!zMrZnP{XJE{MNO|Li&JXz({v1*36d!cqF?@!i{`2rXBeDzK3!q> zIvV?k7uowteHBai1<4FW#US%X$Su#z|CI|2<7F_DMSNEEtte|iT6Hpw8T=y9;eD!? ztz&+%FUV%RoLs!A3ERf;7GEOCu`_$`236^H*s$x-EbJR9x@lY^_?^1`xkY(@okmi_ zu^DM%wWG?_MSbw!$#kf7UT+fxW;e_;M)G6+0Q;YhSi3=R;c)RvQf26bI=vhIpR?gY ze^)X_ET7AfvLKbavqVCMH`zTT90@=TK%o*6;$zD5Gyj5QD`xOJKSzF%HH1d$b7Wv; z2jH9gHARR95L?zyO#fLQK-+&=zQJMoERcSVq?cqhfQfm1&-!JP3$eWV?pnalQ&H@0 zT{n7fuXIdxx}~OI&CFasm3Q7e2~Mj*iRu#bVfEBzf9g(@^MkBnV^Qmszv_9hqjAt# z2NTH;f>cheXMc5btZ}s|_)w<4wBLqUb!-FmY^y?hNEb#5qW~%%hSd?UJn)5{kv@mf z(McFpQ5JzVpj~+II8E9F=VAj3R;p*VvXyh^If^UV(O%`^%Y1+E2k$38=LVS%hkL5G z>T9t!lNDZKleI(j6zmNLEkbsXXM~NqrQs$ALgSZYw?ffJ*F^7MJBfl8RNu}Y-ccrH z_1`|+x6jwo;xKIbtiVTda!b=3*KV6c>9A+2Oe+ZDiRXnPF;WxjATxVlADmcxYP#uc zMp=Ex)%pXf32A{#$!NPYa)p>6_9#%&sz2jB+2e+_rQL+1yu_lZaI+SgmidbFmz*lA zE^Ly|!uB)y+|3Ba_3(VeXMqqMzMs`SDse^$_MLN#U2S3lm*!>dw{XzS9T>|a=koKR zYDM%~u}ogbtnUAp7%R-JZdbbkIA%*LdovlS*L!s13d*2|hPv>snguiY$lj7%72Kw` z6v3Ewa+hhJ!f$-**L;6&*ZJ^H*W0sU>#I@n=@M}-{o2(a=0I9SK#Dk^BV1VVdk6+H zw$LDOHSb|5y(t1_3#D(psRgpbX3c&kg}Bd4QS<2Z)#ua*!!*GF+SzWQ{9MZ)PoQ)1+iSLxTpD72!Hex0ixar|~-c2j2@@GGf2=<-&00I92iK zDolnt+zp7*4yq&7{XH4|l{kVL^5J3|FfJHbQyTwCi|BavcD68d_w%?DfS&CKENGYi zMm_YF`#vhAl+tT{_U$HH^o(db{rasnBr5?n633U&-L-pm_VzR6bxS&8GQR zn@ll-y1TfHaKwjF*-ruC5G?yoG~*$lz+*w??;eoQe5)E4YG#pa#fZUF3m zElk2~v_DdP7bWk{(zZhs=UgvHNxm~8>-)@$fCH8`t0^iRSF2Oe^?oKIGz0Ns)sw@* zP1ilumq!ZPWbz|y&;Xi)i=;|M14iU07PeCIC*5?XIb-96 zAJk?wKUS%&k>{sZ$TDAhW>07N(@>i5Bf>fQUpdwMbb4pC|y>~hGgrT#~g09LR|d5^B*x&IUR7xjZ^3tR!iSgHG%83YbP zMAL_O6^{?)-$WT(eLWKw*+7?L8}suo*awbEbqr_W_&<<&DVb2<^B$75&YY`KDPh_$dN`7ibG zZRLhwP-{9lG|Eh+0N?YDd`tdNpCjbua&fYm@dCNZuEu-PAbPkuF5!kQa4BzZr5)D` zr+}{lf&nN*z*}NV2x4n+-L~4n&|A>`jYPyp2-E9J|G5S`P@i>s!`u$tAWMGO8pZH> z^1FW;{FxS_v)E_V)T4hO5s6-|m_l`?U>Sp{;N%C<)H|$Z4N-Ln^AtnZ0hKOza+Fm( zp4szyottE0f_{#tyN-t4(Twcv*X=WJEH{@pyM!tr}mhR@~$HbFJ40`+72fkuBy z`0VQHX7<(kEY0;X>WClfn9i{sNxN741tLwa47taKo`gxmgY)iAlrgk7Fintp$C$)y zZQ*!^>Ng111b4I_X*fQ%YbHGN;3#*N^$7-HNu{wgsxj`NS+3#$O2zW|G zx%=3uv;gZ(p7%S5`Q44+M6@#1wW6wJ6&VbmKJuOEy`YQy`{$XFZRw`J5>P3=It&&C*$2?~SDQCobtxZgh4wP4mYA8joU4`4U%3mB84XpGI z#B;_Fa)AeZdTX8^7jI)-X2#^98FhYJ00G>`V+DPZLi+xKCbeGj0Q=b&?qH&!w?@l1 zAEx|eIVkzF-|epx$H1BVWN-HuG}oHJo(KikLv(P4FIzp^wlm*uYyH{FC7$&EbN2eG zo7bjTJzwFJ%bI#^VtSbz4Bfc_dyj(72Qw5ccm5i&Q|d3=%;-jc-2}_Weq%nl8tB@( zlp0??J?mB3sRhruqiW@w2Z~JMR$}N(*N(O%HYNXNR~7{Md&K8kVol3;b+eAIrak`g ztot{GN|yt|7(oN%v_(C#wG$H*@JX(li31UZP55+m@IgDc(NFPnsn90Yd1zYxw7UN> zF2)3MZ}VNBFF|kPjg!M$=y&2Bj1J!focr!((tsw+4Nl`amUpE{nQjc^k7W1fT)G5s z-9hYjA?%f5?VD=yjtjf2o}ReV@;=-Y^a1oUcb1}N4-iLHg%=m9e()6vsw3m@t|+rq z2SA@th1MV0OF8Y%ykU12vLKV!T-)yWNEx6AW_P=>I+Q0CSvJmYBQK*6Bp6Q84Wrui zT623;dp*;iVx;GZF^YlvZ7|vk3Jq(my&q&fP{OV(}t+gL7i>ySqw=Z4V)VISY{^?`Jt3=@g-4c zTLueTz-_+8j~XY10;g^^P3q@ic+6#yC`3m<0Y} z>Io%)Nphaf4KU&q`)Y{>TM zv^7T42^j~LMJ#=Y)A5cgos3F}{*pjkA*0!KEGtH_%qQQQP3{h9s`kz7L~||<+D3M4 ziw-4+0RLrW(`9w%m&4%cH-Dg8;!L?Wqh-~7qA3rGV`-(jd zmhPc{A9zH@@!%ay?0!*ZrKD87{`DWcTQ=urb-}g2dXwveoV`lpKQH9Y|8GjeP;pfD zxmW7#OYhAErKRA%3&RreSTc2v?1i8t)ts0cubF#ipbQu+o8a=jrS#%K?lBK1Z*pt( zdw^2ik+}gEE1emVgWg^V6IIJD1nDCC_ZUJnt0CLd4n?)z?}H4LID1iwas}}8(>@*x zT7Oc`&+M<|pSQDJ-d{;cb+xq6!l6st?*#z%QZcmGCJntkpge)yF{C>all{8%;nh}n z%^!(C#?%%FN{;*8_DFWH_;jx;FnpwO|A+x3fnc(N$CDA16yOkyTN}Pws9>Pn#WFn1 zk27v`u*fap_(5wyRoUDD9R4z`lRFyG5$Nd>g;~rd^cafccBkuk)cgGRzjyrstITdr zNjW)RHj9nw`4s8FrI>MGq?awk>6^581>eY;Yxx_mBef`FhZx*xg|6E%CLF!E8B>~v zApaM)TC{Xr&A3+5k9nk;&SGSdg=O8L=;3*Lb&pqbPN8a&(x2@1tOHfdNFmM7)%%n`y!OoI#Plhtiw!+m- zRJcnM1a>z?3PUv-A9V6qpMy;BH(OfA3MV6SXA3g~rx$lZ$CzFl&~alu8q2X@5ASFb z8N$58f<}rHTG43m1nK{(Tj|f&PZX=}XR1@ZF266Aut*%y>}0PXIO8pO-^Y{i!ciC} zi8Iaeaw7CIi`A%w67OVE@420W?)>1bhr~wp3W>HqOE|AGC0hliZry?7WoQN=WN^ft zaIi<{${cGy9>j{6h_YsCo&)oh^S3xhdXKn~0VR#3$tvu@mA*!f{|BU za!|=zXhx5FgI8eoucn9pg_2_SO98B%f78{q7v;|vM#^RA4K~5!yabSL_)hRR7Swg_ z2UHiP{{9iiu>5n!%=y|DJm*=T}x)#ud|urGQlDoEb0O`^+nOaEYAlt$y7-G+0^Q`tbI$zNASws9u;2& zl2C5QL0dipDhN)&UZ5PUt&XVzi)TCWvp^;M?K>?cQ*R~Z*CD+z$m4fKXZN2I}f>iTxaeN0c;ZNMk>FE_-fYBsvm!&@H)Gp(Z4=I z0!4BA@py*GDI689_?Z>&|F)s@HTAw2g`e{)Oc{q1PkNIZJ~*^qU#DFJur za6Ws)`}$J~x_O{VU70BV_nfWNsRWOO;_GB5QJD2ZTD&hJ{Kne_f8^S{WDtUwrQUhk zsX944!_zbga#O=ECapdC1@}M8>aw!Hx9CNrN>Gi|qRmXQ*FM}!k+0RV#yXMzF8y5P zdwV^b>*jsxl&REJXsj^m==lxp^6Y48CM9#j+gR7<`Y8%EsAr-G# zn*?dVcc$G?8yXf=)8z-TyvO?IBjZ`EtNk?LV07+e4yvo^&&72M&32Zrjw@2H%_z`} zuJ76~aMhDv4m~zLZ;*kN^Q_LhWlsB@)Qunqui+S=A^X+9Nhw6iLD5tU2@R&_lGH_0X~)yt`KDmdiv^2 z^Q)U^*akY$TpLgCKk@y9dDAsbV>=C8N&5Un4`cg0S3ll?CE&i)1qP1$Ka(BZd0p4^ zw^JNhc~*~WRfEBFiZho74^c6+y zuRGH!O(EXnex;UYMAoMAg zxAUJ2WWI(b5JJ z6jll(Ua;;?kcgqHrwn#Cd3?tAjjR~{XJPWcYq&hpG&#R)Fh!sn^*N8671UXR}|szeEOCo*O0f4CS3PJ`U*R+-~ME;G-I#yW`gS2 zb7L_0EN>Lw(_nb@Gyqd)&6ymvEASogcXzEO9V~eXm_U77u~Tf2Z4TF;uDfA!>Ko#p z{}<_$O;|PRh{;;m=q(|crm+54swlYYAq{=^C2VV)7^3SrH)bN8y7-#GQ@4bk zwTRw%SG(LZrzO(6Qe+ZoyIy0~TEXVAoh*P%xshlo#yARbG77C5Ps2I2QK#vQhRg+4 z;qtll1ZJ1nU8G5G_iDG~h!ud_n=&H7G0Nt z_JU-8(a4g`N(Dc*-DO?xi7{l7Ib|KYcC)q>t!wm zD;Nw0ft;uAX+jSaFho{m3TAt&P&AsG5_O$QNggs%dFH8;yy>|$S+iaDOj0`k{nNV2 z>UX-FfaqI6^^GR3zCPjV0>NeNpEnXz)@X}$7wCcCSp??z*KX+88;f=ENo;e(GW%^{ zW@yb6Xu2-q{H<1Kb8p^b5=n=2+32^!b*up~9-jyr&Je|k6y^wiW;r9TB4{Uc{l)3w zNWo%*_sV^gN*rs2KT%J;4@nUUa!aT}tU`5gP!gySV>ooO-w(B-f;U}}Th$hwio?y- z(s+(2gz49?fBz0U8W5*#cG2muXXpM|TsYg3FO8Y#$UpUQ8Sor`qX9d5Ur}$(j({AY zmb}XvMkWfc;ZuLK7ID-XVRG$-xtmUvL*~Xq?YcZ_1(LUx7XX-7X^!AhJAsXUAd7-| z=89^A^T+(<%;^4EcPwUZGLhzkGB&JTUR(HF;`1*cNVAc)|INP>3M6T|PSh{zH7^by@y587ye7euF^4Q^B*K!J7Iygob8ndkq-Ydn65ZT#8pb&aIU?{?U0m6lS5>H~ZN z0<4^|zyYq`br)aPBSgq7fLUgzR&>{y+%q7i#hre&jclsyW?Mco`Lo^l*gNlUX}L#@jP&#`kx$bH zcW9<7RP=qWVLmpoX5XAJX+t9V#B~vL3AU#1CZ)ml0)mMdWb*-WhuRNz)>Abt6S9VS zy2vTRf7nCL=Lj4gr}Ca*R{_wQpfssq!6JR7P7+~S1!W?M zzuRS~4Px)*i7Wrf9cD+Of_-76%U9<^L9>B;QH3j^FKBjzfD;bw-4(`)`9wg426u=m zQCvei*B~&J(yNJcYX7RXQ?mb_>nYH{V0teVQH&E1$VZBwZ-;|M-J`2|dENzn$iPNm zIuC`BR5LDEH!GIr3*qrck|J%P#JpDjuayaX(bZWr?b76-4)uwxhh!rmq|SzUYgKgaM`Nr?;oRWJ|-rP1?BV7w|aENg&@=WWgFV76XLiP zn%c&NZxU2EaxSeP=IGu3ak0$kW~cnoUV}m)y=5!BHOt=TYFJZ*h;iNDPSA^(*0%s^ zv7}uJ`}lH=(`aXf(A9~moviQorwoXuVm|iQkyPp1(9` ziR#PHFs{|Ko=@`xlXt{7Csxkv+e?-#px>kTKY@O zhq#ha2VV2i(2KZ@n9Ca6yk^J1?4+%5yA>G}ChhrV?cz@PZf?+tZLINEo;1*r2_?!7 zb8R|C0epJ&CZW0W6Bsz@5O*i-tOIt4Vo}8Dc`=2eyx~TdcfJZ#4HF_SkFNjWkwyG}EADXZ$d)tuqGstC~ixJ!a?FA5J#NSf44tFd?#-!WIUj zGdM|)@xAMaE(Qj+7xU4Q|B9KjC>1Ya_dqJ_+&16RdG37I{Cl?1QT_aEe&FEk2>$D7 zLApP4r+&E#)vJkGYf6!lIMm#fU0=Z{hx+TY63^sdsTGST5&qwsk!AF3kDiUtK>mFx7!5N;z! zqt-RF47tV%`@*norJn?x@A+#HF5~$(2vtdgF64ASlWx7b=C`Mxd>$rbEGx=HU7kdz zQ`VlA2~iLYwGu?yyK7_gH(bycCp&}DE2n=Y9_6zc^#4m{xWb38)+3?a{U(xnFc&UR z0+MDbDPH_g(K|W8dcoOjG4e@l*DD>CC6Chd4$v#8nnnn+LtfER7@5X?5@w#zj@IJ}Ch zWlNEyLW_QQ_>Fz|`_H6TGQy{($08c*%QpH1?AZbFEv3#kv(hACkR`%W@yy+GfV$Y1 zMqki6h^sXXo}TVD5YgIRPP>SBuu9VvtRA4S%Q-&(~$jGvbNWsp|>U;fYOR7KKYVAx(e+Gvz1uq>)gYRWO_%u z7|9J%CkY+G7ivwJtE$Fw?t0#fc+`61wAv(S;9(ODPUHqj`$;0_E+3swN|nu zx4aUEZ*S@vnB@GG{B=Y(@eV46H2d-Qy?)MY3ISUn7-4N5zNd#b(B;`km2lB@`R6q} z>vMP+>SA5h1+3C|xPSz%m#T%^wD12NGq`svHk)$!*I$Z*o4oroa3Ool2marV4?0~Y zd~=iOGz1g<{oM*v;{AbzXWUS)Z6wPWe<;;5Cck})nELl9}J;A3=V{8sGx zSl0@c)4E?)PAA)Ho2Y_+@Jjran#N_gEzMjgn$fBAzf%spoYp3qnnFV7lE~E!*pWBa zGcA=lCfPB1#8|^SpT}mpMB$FJw!ZV-mwTTNR-PaE++SwU-u-iaoLtRA@j*mC14S`& z55q7Pi)Yw%aoiaj={jxVWLLJ@KJex>_(jyY#C|ZLK2`ud%CT4HQf_6wRnVOlNQ`Ze z1>~QC+c^K^3qbgf$m;2@yixTdeqDWTIt%lsURUp1r?95NVO~^Ol;o-dQv}J~kM)?7 z2N;njy$TES73AjCEoYH@0gnr^@79~UyH0TSjdkIQ(ZeFI*ND*t9E7sXtgKQWEcvV! z!?ifx{~8ZLoFRh6(Mv(9EgtJj!GXg9iA8=3u@~q>GYx zl!|~ha#_cSjZKLHb~8)IM8JkkVm>TJbp_q#@dsS4rITMaSkidzYyB1?@ZbSGi%TG) zvA@i`GpUt2nt^T7L=ynco_X9}CAf~qj@EpFWt1qy0l#Y@T(zrV( zo=m-vYl8?+3TI;%M$r*`y=RbA$5N)5+} zV*pmL7bRSk<<^Dha8I5#*?Ld(&6-ILYu^skG5qyL_;e=~5d`X!_|B;@ty2xftTKLX z!aceQsI+Jbqb6{p)^sb>{E?q3W%o;tIE=Q6RXx z1oz+&2rj__jRpwrF2N;OBf%}WySux)dvJH?0Kwhw${znY``jm*hOr*H=UU&KRW++l zM%j5_vsRI_1kpyl&K*g}Y*k)P+UkxruNc4JPjb=baKNT{7&u6T-hcA80QDT`0plIG z@A}YtRxwvZJQU5wGMN}&X0%7WeK_@p;E%gjIHsnevBF!DE-;^@8uF{>`qvv7HI1dg zJq`?pfYCK_h?4Wm>(l+YiheEw-?xO{gr(aHSHi+nBgSKA=;vu^S((o5;ldq>X&Y_e znTIe_S?$!?Y>>F~9tWwzi8NB^#zh=17~0-xtw}^)ynnA=2?7BOF?2q$u{UqLb4cP- z!h!yK;-sme96(|AbTzb6#C$Qtw{Zdr20XWQnz)qDUs5Pe+~DGHzW~{>BnN1+)XYpx zEnc2}KAqJtZQVwi>N}j~+-}!^$e)xU={RX(%i%*byHd#SO@Tl+0N-lh+|uAMb|cHD zuVlBDY32&}wM_g6C14BD)9uzwhd-7z_(_-5O0e^#tAHJ|ZWv4S+mtwL)W+RtXwbFb zjn`J|k%0Skm;WSY_2t-J($yLk2)Y;ZVWTsswUhS2U3E28{DP#BvKU#B ztwsz{v@#b<|Eo42HOY%9xySmK(%3UHLFG!EvqF+#koy7}>vnx)9=OrL2fxXs;;_Ks z+{5_|S_pY=G+Zp*v}b*MN7ZRH@4{H)J*2yK{?tX}bPAuocIx&r)$Bd5edF50Ve;c) z-12|ck5h3n(Ga-hKCHcSHudBP;MnO|Pl#|MjCe$SJsrm`^*gE=!1bHQ!&m28Dz9YM z&@eg=`;vxY#eCEUk77)R2mSN7r@dHo(*G{w6ry4dSBy;9?h+a`>bo@tL3rrbgvRDm z1!zKi^3{zzJ;9~)-LG9zk_Hxn!Pu-$RDPR0WsAb^UhNS(8&JGmpbi4!4ajS^##Xa! zifM(i1D-aR%UJ^}Bf@6ij-cj(4Kz_Vt|Dp|5u#ywgQVo4T5GF0GwtRV*O5Lj-TGgQ zJn6kzdxoJ+lzJ3#e&YPu4Ri=^-iEkSSJLkA$}%5kwyqSfqh07R977yDr2T=IbnrPf zHDC{TU_uP=rdSJSU3T_b`K`Q^S8KDf;i**`M^p=d1p13!8zOWJw&{ajNPDpl@8K`3 z)1RW--Uc04M);l{x;l!NPePU};eXs&*GZBSvBT+xmp3<3sCmTav!l3wHH=QS#LC;? zs7KS*k^y2)pQ?)e6^%pfk7>DxW2&t*v7722A)xh+ z3oPI+D~;;%YEHKKd9G4^_G0oMk%>y%3Co1{vb=?ZX3KCQO}*^j#zIT^w3-(!2K&f&LS$Uw>ZF>Rp0_Zl%9j^s zU*}AJWFgG5KOF7rLlMrle&4#ONb>T=2keQ&yxvKam|*9q&f9~v2~1fRXp zuccU_%{CsB0JK^Ya|QaKe$D(!Ft= z@}yf{*6SH8m59cIZtC4raD(r&mPLKslbhTFnL@j)%g_WwX|2&)Q3xcZ{(g0g^6z`$ zSwK-3m8j7!v{$)|(OVv|^xC99ZrrVp>>vKNh~@`OWT0=Z#hNK*nHWl6Uf@lq{?sQA z2wtT$>x=#H{3P?CA&2vwsdw@CcmAix?Ta7wH0k=#vc`c?;qlnp7?D`Q-1U7br01`k zU_pG0%eHmPS4h|lD5~xlBqx48-GiDmLBzn`K(E`|C_0?U%f9Va`q)Nga9#)4k$sUr zU5PVODw*(93*=x4C$~M_O>Efx`z`0C{)M_!LU+n^J3}3)R0K@K_u`-ade3$w2Zcgp zI=wH}`!R};3BDkP%m>~F(^uuO(YqJ&jRZRN26zqZSGQ%FxVk15;7L)8fTP8!fQN_l1Yum zmZ1A&NgS~p$;Bc;p}{@^NV0RxQt?KINM>Oc`8M(hsc`#>Q=QtSa#Dc1IpKbP?+q0P z#;_lYU)6%E2ge1#xt0dnoiK@b9&*ze82f+ZSEO!|1ETRLfCR1Mg@=bSw zCc*nqtc7EzT(mWhWk`$nNW+kW$?O*H!@B36?mQibr#;BQPvWzkT3U4mbDjw$2&_BI z|LnH|+E!$NwjcPP^mVJTeNQqp6V*|Lpf>7?vNlitLP(j6!Eb?Tw#h|~H*6J6mWOvs z^J)8s+(}p8anD576=z~J;DNp|gvHG?Ptx^EZT{R=RnntdHp5tEv(!pLx{~d- z2N@F+bEcKkaC7X+*0g^M<LhZ|JVNpN zw~G=f1SoM1`-Gx4TxOk3#*{J5Tn6^+!YycR30? zV`KECd-z)@#d;emBu8?;Nn9;L@CmH!g+}5gELqbCazAo4B11OGk9SDRj0Amn`;Mb> zD@4A2ZPxF46BfSSBd`QDpedB0ecOF_bC*B~9s%~|J7R3O3j3~tXVYD9%dhCMPodwV zv~OlQU!?gJi-btint|npu($b#O<=IXB9Owe*a1I}W2zL%Pe!emuK|)F?W&FFlYn#D z5J7sP8(YD*3ie2XMvREKuF=>1Mw%c>-aKw_d+mq!E=wFGB&E+4M^tdDn z{3IrzmHa;HU|2CwK>#14TwA87jEB4SY!Q3l9p#4pY8#m4kCenjZ2da(_q@evNR7js zBx*>T6u@R5wi{9JKJk&rxdEOcO)NLRGZLAvO_x?sXt|kx^)9-0>rVueGK2?f(E_#@ z!k(|uTT2-iZY9)G8A%irG)mg4#~4zn+(zlIdu(^24dl1+t0;1@TPesBk>XA=mb8!GZ#7k1 zec!;juSAAP{jNMH@cIE$>H$L9Ldr(p%q1NlOSX zMrbVT^iSl6cDGrshl;VZZ{D^Wrd>p{WxO)fm1+xok~2v+A1>0iJf!A!T^lJ1zBO*q zOWU_&&Q#CY4Ks^!u`c%L0lk~4ri z)>0@18{Z_$*0%!{)FkZvl^0{noS9dg`&5Ki2bvgB{>^`)0b(xv(NsfR4WXLMsPFH6jUNv?~8Z@8tHiA zZ1;HODs^Y^6gwVV)jy>-LDFlpc;0B9A;V51w{lNqI(u0K@p!(Kc@LYqKuQUMpbLLN zJV@M1GbFUbq+Oz0AgYGAhQZ4z&P$7NrZz829JaRdvoX%iMm_g;K5oXv zBHYmyqo$Uln|=woi99xZe3`9P0f5E$M^wNLvoT5-p*4>0AR+x;HC9<=aq57p% z%L~2_Us;Bo#buqZ#SaO$5~6%DI~GD5+MB?QZS+xQNPsLu883!Qt{=&kLmx3z!ldrV zEprQy7v&VM6yb0X@{PqxNZbfYod0Px11P)+Yw<$t=)^_$beJfx1QjXQz zk!m)Z}3SH`nFw`b?BD)RgpjpNlUCCjb?MVT1;@9EY3VI-;$Q4|0{ zxPC!$`Ui<$yK~VC>YZLJEu2sl-c)F(m*TIZ-Kjo6J1? zs<=?|qiGyD!nkxffM8&Iv z9&%Kh^)^WO?GC>u!(XwLZ$~UnnZE{pG7fl>4^|PZ?aD%Xl7d%e5>o?~4-XG$T$IAc zAd1!{d@=SINB4Ry6r)Eg(}YvkMJpr{(A#&D84P5+$qemcluJZB_Zth$o%V#5Pojvq z_{PE_Dx#!Qc~VZ`XPK=c^n!mXibn6?GuyxW+y0i=p)_KM0dbNCwTxf+-U-ncU?Lh) z)LIUk4!Q`tWgiml9Pk3?k*_fIt`<)(kUl@ZcAkS0yo2Hfw=b#E1 zx)ZZ^#%R^zaR%M9ZSG8sYB$!w?EKEYa2f*4zL`LPy?1Ulg%JBmABGop(^tm|Ou!<5 zx{bkEC@C0SaMWh?bT8*!6#mA7!yuPjr^f&gMv@-{4X?N9@jx&{$KqKj^DXsfKlOx$ zLiT~~|B8XkxM#8L7_2(G>IHuuw@{P4$~*^_sXx`miocL0&1u$G(^h-VVi!eWnOF zM{sML-TkX2k_j=4MEZ=VP(_GshcT#oATiI8!OX6XMG|&yb3Do+VixN}xr0N9!^(u& z7&Sjn_O58k4p~j@;U03uY%Oj;`0(myLkzSoDg@<5x;LpkPHa$zpa4pCv^edlC*FSo zUoeU%A6OO&>^$(c3t^*eF{3O`(dI9t@&xb`&QjIxdbVBcF^qCytGe8oZuY^`s9n$x zXEWXks}Iv!M78(72W?*ub89M)^5bcofNeKgYhsC^mLF1VoUJ>Lx%}k3EgX2Ai>!## zGiRj+F_tAFeT2MP%t-ISr5~ZB1@{-T15QCw9KviaCYq{34phA+e~%}y8sSuPY7B#b zjW_Xn`+Gylz^G^zx67|VV+Zidzhip2f+ho@hE2Z>w4bOTVay_Wfcif3^3At7V%vId zu}MnG+P2*(w(qPHL^>!|quw{kj-sIUiYMcffXYGzQDj(j_&mkXa9{XeN%}@qE6Sf)~VZi)KDak)>K83kHgLdKVNm!UrlAs z#O15}qW>Kk6fBN%T_h(K6At&y1v2;S67|2GzW}2Hqdz<;C~1*3+z>Le)*>LQ`gIzU zgSTi9NR_T_U)rzbIaN9!s4t)aq;VYxPWN&ecdI04d=pb+LSzl5Se4q$4=V>WOrtEo zb<`&>oHk!^frWfMj>V|~C%^VX4BdPVx9sH{MvH08I(NtsVK6rO3y_0uE9<1tk!6ZU z=Xxf8l{wE*>p7#dMrfcfI6{7x{{gMoV0o<=H0d91#XM<)xNS0H{Bd4geOcO4l%2~& zlufBO$NT%9AX`EB^dsS5TpU_Ql#RXA{Sr8jbtQs7|Na z54*<>8mgXn5n+gT%i0hL(p2dXlDe*ouVTt{^F-t@IvS!PT?Y-T&mcZ`zw>Nu>8{n_ zD6G{l_P2YIE>b25YvY{Jf0YIhoZ_kMIsN9j?=BPf$59VxWP;I!CG-=4Ok&Sg-xK*b z!sk_~t1KxcUirr;1AkU~NiU{w8I(r0AuT(sp(010j)_5^bWDQ-8*LFeDslXr9ZN;_ zux@Dy#Mo8dAOGwmaf<40G4vIM7D|s8VfZHSt!0L5(A9iO^U+RDvb3zBX5cWGd^>o-*~)J6cH5xRH z&&<+*sOdN3Yv9z@cZi2iFt-do3WWs#I6aFgC7h3c#yr}s^n4dtt^vN#?Z7@U|6LpK zH{f;v=2p9|rZgUA?F%+0w# z_aKR+g+d#(lAZ%aCrQ#Ux&Dq0NfR^k4=;W%Izc#a| zU&Cv@K}Xof`ZzEYOFGB;+WZ~S5cM&Kt>>>p3R=WPzHO$e0?U#_I(otx_Mv7k61M*I zeK_raf6eU(z{LDH{$Q)On9*pAT)gS9N;1VE>nq~Ri=?$`@s&s8k*C3ejQ{=vAbDHQ zzY?*>T+*B-GXuxr zsI;xl-*=Sv!;oX5@UEsEnIuaZjpq0;p~ttF zMQ{pD)5}vE=BB+E{YT3>$V0xl+8zTlJ$r|GU;42Yz(DR(a6U;P-YGVk)X4WR9l*KI zKSQ1IQ;&Z_fuZ>4b5SEs1n3}3wMg(502TOXp*!KGHze=b?040r0IwCTSm-Rd`>lx7 z^)rq#Rh=cf{AWzOGPmR2@6F|>YgnScgx2|}yghZc$+~f2vMlZAcm5!5zuN03c0`ey zjoIDRoL#61F7CeR{V}2_>R`-I$A-dBc;f5gkT4w{*EWybPYBQ5rRViUuH-}Sy+S4l zxo|I`7PsmZPJ1AW$P1z^*ef}}T@|Q{N0@VIDEY)$CsdAdzE0pVbPcz@oUkvI=9yBh z*UcW2f~zWOd;}~du~w8@4lM@-ScVRrc^`jAxVN0t!^+j^HfEK*1-RW8}yZC^X;y`>=vi84~g$|`J1M@AHDs*Vspj}LQ1ro zd5BM&zYg^L>UH{52X}gdit;SVvX&(m0^P(a&jA20z_|UAEPVP7(D~$|0l$BiXP1iv zyyTXqzvb)t%;HG3S7`b>nQR)T*8H)v{V%<241Ugyih8ma^kqP0E$4R{zYfNrc^F9) z-e{-l<-36f?4Pc#SRBasl8rp0#{95x#HG~|w7QdYDY0ZTB|x z_3>fs5qMn_@8@>Ad4{sndT-#F)OU7ka=#ymiw%+=-a-q1Hy)Mh7R#~Yp*Wbwx9tbH z02ql(n~4kZsT&niHVlg!kohGkBi ztgQWVpp*%L)mLGWvZK6s31pPm@1@{T84+?WkAZfIGkqLd{&7|yf^Iv-e`-d3hNts@ zcFUkP0nLW^P@&EGWE@>CNbY?fyQZ2R#TElB$|#uR&qQsLIk@IG_W&W&vyChHmeld- zjycc9l%4Q7p-9Iz8~CMtbKA2sV{&c@dA`kc5U_R}NzZ3f(RlW5aluLxIa7#8(%Gbbr)mF zKa}}h`*bM@F&$ORRY*~-^=Ue3!fzr)a0=@=QPxQ_x?>~k zUBka*Bn4IQ0L?w=gOHZw@cU(mo=o+#!SU-YJ?)G!U1gdI^#3p(IC+F_UdN_c>Y+QF z_nMZ6B7%8W8JKR7jwHXw34vAN|LS`Kj#~ul&nRs@FSt8z{x%I>yAX4BT?1!GAjd3Q z2JsHDx~kJdJ0@ff?mRzV*y=Z~Yc;CB$S08AZ-XmvTiHcx5bNejI?b`n>(c}5rYFaU6xr$Sg*cJNWv?~hN*f`QcGjM} zx7aqr{DDJL)9|X~Dwmm|!R^*Q@faVj7>y`h$?&46gD6+ne=3upz*?WYL~3>E?i+n( z*{ui!B=Z7~hJ}+qv_O_j&UrsnC-!ZxEI053u=zD@5b3tZ`j~L#)@=E#x32HTKgpw? z+?;iwInVvp!aCR`ga?_-D9Pao__>X-H6)HGDyy${Q{#GtvEi@Zn=i`(X<;jC_>_<_^F< zor#piuY~aX6sbQjV36qw3?>7R@H{}xarpeK?vq2hduPIlX#9-)e0ZLcwmDM7FCtOT z#&6_N&o=iP#_B;ue4Tyn!G!RYk*?DO-Q%b(f9yyXBc1Kq2L;5-Mmj#6gnSpZi za^gLL-vwr-tJrNa-WP`xu}J>qxxK6Z9K#_eSvr^`UW#5c(ny79KiPY0>+OANsS0Fp z7jOq|WGnY0zxzmt=i36dh!#SwI#1M<`mtvMBK|}5tU3ZfS+f5*dLlASTpRiCrY=s* zzb&&XA)eW}MXrKXmZ9iL!*+|Jt=-P7jISAzl9RCRC1<*=g zlr!1*y-H>c&7=BK=DGKw{iCvQ2JNIv{ony@1We)>!W62?4i5Mw(EGHbE>w3DOw<}w z+MU+`t#>mryVR5)ug>-rkB3k3a+0(6+vAt;4P&NO*Sl5;Yf+n}Jt;QYixj}x+?vsk z`W^D!Us<4SZ1#BV$Ez!(w1`MuYo`;_U!Xpb2Dqc679lw|61@x--$>Me{5`brdEt0C zRAE=8h&tjt87{IKa!30S9Vd|(i2x%FRV8ta_s?eLVT)`?k$>hNx-)q(NTjbGTuiAG zOOUj|TXG^Vy?dKvmit2H33bij=U0!+V~4Y%EGC_7s`<&+2mLJL<+Ar2axM{Zd{JRr zdr@OdrQc#l-g)Ba2(rm^ldT4KMwj%aCkq|ikbF@nL;khyy^sL5Gv;Ape9_?$DIc_Z z>?RWFG3FvhFVxUIVPh^OM?u9&k)Hy8=1cmrjJDJH0To;b{yN~lxh*FBoSes5Um-qVGALICcg7E>7f!P5-yPS0QgXA28`aNfr z?`Z4py~Q}=(m&r(55<%pUu;dMue>AjHv?2QsrO+Z<&ntl>6#{p;)M~dxj(1#l&nHN96th>|O0dvgv z%x>($F=|XZ5st5D@F4I<@Z0j-)OY-Q;NO+VIe;$l3Bx4h5wkJT^0~_HxUS+-1Fpi`QQKMTLq7^*57aas~ z0X9EPyW7-*5H>wqRt+^Jp%`F|Vy|xFlCbYt;&|A|=opFVlnITKKFQJI64AN79is?7 z)#-w7602qih==&~#R^m=bGja`0z~5~>t)?@N?jQ&>0yWcsP624*jQ{gHVLwC3qtvL z4KXGA7@~Q$)_sFTlk4loH9(xl0So2_cq`i9-P%@a;j-uyuoYm_2melT0B)#m*kdw< z!36N}GVAFY8NycE;+%s=0{O7|rrZqM%|F(cBaJ>yrM&oBX-A}W{vM79^EB#!8~n3o zgw~e}Rf2mg0!~04B{Z2RSbkP`$Gb@?u0x2=$lL#=gKx4_$OD=$;$_m>3SF8+7_MrH6u$F>u4V2N@E(<7Dnh_Pl!wVKo1=OZ*fG1xb{(%x@Z3q;cR zKRuP8r^Mf*vD%_KI%Ev=CW~s1?y5R5PnK|t7Kgd0_p(G4Nb^TK(*RVBtG--q``Uq> z0tztEHWx1x(jIQhXsFmYIrv9)2~bOfDgxUk7vVORrQ+~*dieSMc9-2fs6b()(=(tD z!ZP_{Q@pv zA-;{jy>Q9}KR$n;_4dDMo1v){=Y9+XR58hl)s2G(x1x?nx{YA z-Qrvjm2WN#J-sdo7D~NP1ckDrQ5EhT4JcvnPMAlc!M9-VXxhnjJzboq`RylopSD@D zinLVQ7y)X|i%MPc8 z%5D+o$&LqLZahY$>dl%(a1i!DDb^^ufCKCmvO{H2HlJnp<#P9pG(&s^k}Ako$+eGBlc0FC^>lfVnU2*GZ@u z6}*~CanD-c4oI~|Fe$s{W}w48{X74ol7B_#$Fs77rkvQ4i`*Pa$Sa+$-kdB zWsTupuz2~T2N67RUoF-B2((mq`}!-Grb^S@NZqOCMO&583Ao@jQ=5c+`oaj!=K~R= z6sQP`e_X8fggqv2<~zibzEWf+RfWCJWj0X8t95()nhHTz1hb&o-}JJlY0WZ!P(6N} z*(F_TqtBU~D!#!m*9)CkRUaJm^6>@uopMjyIbp*+rqig-SU_PIiODKRU?$ex^b*3L z#^3RDs&;!9Nj{E!sX>x)xXTF#Ss*7S9*2e&dwho(vB#7XDI$iL?*uMe%CbTD)r0c=!KRd6T+9N`%IowWuK-#v@Euo+qW*4wpw@g}LQ99m!HceilG zAblB<`r7Gz*znhD%8ab}g4O#q_3Wbimun4VJxxJxo9vr%?T>(DEHm}@b^i;u@KIWX zHjR&aD3d|~TNR~Zbn25BXq|VC=80L>p;vd`Wi(VPV4Es3G&dUi|9R&sHne<$hXaJD zu3waQaIVd0pLWSM-T8(*rx1TM*D5o!J#W^(_wHy(3$g-| zrAkfg0)hR@3Uhw^p{g(o-H`ijlWjj_=$cl{{qKx`@z?ibac4SG^Z}KwS37jZ%kNW8&_PC=Rd8{la znA(n$IgZ7XAv&#es0cAUR28-I)eTO`7b&t{+no$!)}!LbN5)k{m9A`zP`0mO4dDqf za0F~gX=4X4_oO97$=?zhJy(FH#1V}jJLXx)XI#S36EUtyx{iSes3udla=roWL@D+! z^n}s`9AhU}QJ>xgYrw;l`Uz&FzPhI|%z#4rBh%zh01wzoUF>axHABgPdnAEAtRSS* z3nAN&Wl#U9Q$hi#lKv2ovW$K0Kvmx*n%epI9zD+C&r_5Wgy6y+mZb5X8yeM^9M3|L zuC;-qN5oIRx9^l(c?wuARK`+Xe4~Bm~4I6}jA-wH%1@1QrL%jNN~I zu0p@)*4tjDglQ^P$C73cc{dhd_#QNiOLf*hwLe0U3m3(=4o~~*&)J=e740b^kg}FG zAuYp0<{p>lAr6NAS%7jhtLwuc6Xd@5S2Fmv_XEM)Lv!`U&=B{v!?BYCcO!!X^RAoq z+4#j$4yw2876>Fcy@la9YkfHWJ1(J~P6$6K)%wh_8JK6HS&|9rG&(7`ewZU;mLO9E zeAW$yRH4XGyc&_@?3cO!uvu_RWR$$)kv#ogn{n*HCTth-!HJxm_}R)nijbU~r0$ z*Sz^6Hi{P49us8DpDqV{*%z{FKxjqj`g{Q}SB)$};N3%Xn1y1rRPH=ZL}a8pD59cj zUW>hM2@4=%)A%PA(Hl!1pE9Q7$#J8+IN)Y3p`W}X9@=hq1G ziN_=yI9-O$S8KLP`hQ;+53HsNDIw3F)BTUq>jYp_7*i%@{~QNhyvSvZfX`-OvK##G zHG;Oz7UOYQ*4|Nc?CL`&fJoms{>{c0fXL_MBK$#tOJ22s9FdaQ#jY~YbAm8GsjKt) z>@SqEOsrz^mcec9_NimQ7VW6d`qXJljmp7E*)XypqtLd zr_&PFoG4_~wH)s@xPXIF_B|Nr=3a#fR1p0VOX=QbJGlU&;R(acLZ1JheUx_x6NsIy zy3@`j8OXO{V|wUsQPOMbR`gMDT+Bqh`#X02I&aAB%G*AjxZ8yd|C90U9^(PVr~&#Q zQ&)KD*i+DiJA=Rl&!>T^e=`HC*E~|E1=FwLlQ65z^)C6X-W>k($)O=@DLGyMCJgXl zcrZu)qW=3%vBAV`>vJlgs(8D$=K+)ze-sGt)mP(K0X^WesSom-y`k3EugMp1@|6#N zt@Iu$uH0_S)wWSmnOPg$*LQYe$p`zKXrD6w8jR`6Kl|Kn2*^bq$!&Hjs=AyWj<|o} zL!qg~q;Lcrb~v`$k4b#={5x(d`zjr@%>7+OAPtKSHpbBxe!qHPe};&`B7L2l*;|`! zDLVrDd{g|Ba+;D!^DEy;KZ(_{R8cjfvXtz`J?qYE<6W9(jnlUTRz_lMw8iVCQtGKKIS!Q*ym!)Ci7IeBSf~UQHCzI1PF+=`x(tpD zGwmKf$!(VQb@a9;iQP6A&8e)%K;W+tVo)=?A_v@$y>jIG7Y?hVn|2QtlZI4yg~)+o z4ltAf!;f9EGJ~%f#g^hPe?NJR-z17b^S(_XbMS-qXlQMgt@%mF8aimxM>nbdx;@&u z;__B>T3iaGF(lOUp&^!3=8ENf{eTNxEGHTExTy+K*k%ipPImha6*gJeeYEX)E^;;GIs|c_~V&u45XQapdU&(~j?7k^DXeWROyi@(N{+vsj-rRZ1>i zgFQQo;L=J_+1>1i9{9%G;?e({7U|{B{^Z zSb`8jb-(JLdb$p2Xl~~+*g_&oTkkTpg$+ zk|coHyAKw4vGnq2H$*F{VqH{=@(4Z*y7V)ni>!>|==&tR8hY)7TfOMq6mUv~o9LQ%ptnmYYyL8m%#@KY7$fA62Zo@~?gIxIZ2a9s;W&HUtIJk7Y782j|&#_46| z;$+{6ddayti}QQ?pOtHbWjSpl_Ft#)#?#mwC1~!^iG26z5NiGTM`zA^_xE<`)9HK| zP6$hjX@$ZTCiF#w3Z8y>_!#rf5RXzQYXuq#Y@}-XMIZ0)=BcW9#`T^boY8;g8k=Q_ z7@{t6RQX}!-GqD|;mGg@s(^&aq@G|#p|+r&HrXB9Q&;b6$6vfS$sJy961Gi6vyir? z`m6g5ve&C$vdC}Dmi#h3Szp>k`)d@)geH{|?*5g~e=5mHx!vIqZO!E{WA3S}wvh+6 zwB>YvSaJg44PU8MxN$j5N&Loj_#>81+<#% zB?EJFKXYwm@M}7hxhm0`lMMs8;5?T8;#@OtLGOS-;uBv%??l6uSNR7ghY2vbt?s$? z_tdnc`)0GwBt<*ay7F(3aYld7JDODrL(m$IyGd|~yxe`((>nQ~n2 zJ2UU;Sgd`Wrrw>bqc^rfFO6?E)5R~7C3hI`He9;K8}9Sz zj(viU_yJ36+$*oGmBSQU3qVY28`aSUsUdb@J{_<}kksnl@<~D41dPRD3evOvh4HF` zWgny1)KoBDiVRBTP853desxhand2TyeD>B(zTb162&D|z1$1Q*Ol$Af8aNZLT84v7 zwXH4I$Ios>x`P%bG=3N&A&m%5ok|DP$A~$tA%8q!;@@pFKF(TZ)y-ty?i4Y-dLi%t zrE)HbuQg)A@pJ6~yXA8dD@j^W87yE*#Lpfbag}sgrS=%-$D|HM+kY-pw#`z8I$;=z z$bBM!+Db1r!B#DZH`u?AEV10Wpmf$nx(gej9=;|KN!2W>iweTV03H9KL1VhiF25>@ zkn#F|&o$sj95w#IAYYP$SKolOwdc=7H~NN7FUS5=7{KlEa*Y<8<&f=oj<&>Aal+4S?YN@LQ{Q7i~LmJ-gupv zKZT=JSJR^OZU>yO+WfQ4E}~BTW9iFv(_d?6}6 z*<&vXb4Mw(Jo%`~T^m;>Kgs^HT;K~3m!nW|IYaj8;aqdSeIe7pbp9*MVDCpoy+tVB zx??ZvW9jO`o~cxLk(hXS*R?$#y`$|FTFGy4j`{*kth^P2JiOa*`@-eUsoR-=6i4M7 z0$QdJc3$JKfoY)e&#o%^0i597c2^gqN<*hMi^)H??>azfy1EQAxrkW?Iw%jIJWFZL zUxayG&(eT#9Q$iF>M@2;uT5IlK#a!fRwKO6C)f0wlJ=<){oBFjA30g#FP4dJ$SAHM z;v>hO5Qq9`7OhvLOCRgXatoYe5z)k#cbN)f#_I|XCzEt7opQNc6!Ten zLE#^>e&#@4Sx-5*CT-Kp#Z!&6s%NARRgrL2J})0I{pUmnDnAT~xpy{uFxdcfTniyh6(2s|o@t>-GY_ z$F1oa{X@BJSEL`VX<*2}hp|!Ajp}Y$skH<3)m`A|H`A->sa2*flX-3oG8 zY;+)XHaCVCDGFaG@ZxXx1;l2oTUz<^OR~neVzr4_|4yneL3}8_1LYRVPk(Zb)X*}r zh`>(@{QUkD3CU|aUf!kZvsy zio(X^I8X4SQzPYQ&E=}clm2ilIZ`X;O3lQ(q5gDs$K*_?x97r|#G8cV#?+gr#ZEaJ zF30M3y*E=Bmeh^uslEI?1$p%Mfiyxoh51{ICc4mDOG(gZaGAG;W@716Rdj?FIrpyy zlGy#kU5vUsXdH> z+L06Q%ZKA@d}5L;&Z=v22m9ATvLp@5q2hA; zT8!D}%BP(c(M&4^O5dkj+WSpX4l2tu4B@pgMg34p8i1R=KYF0-bkqxBI`H5lY~(Fi z+aetU)68&3k&m28wzQ8+1}g5VuNt@C;gVyJ$vF;%WAX3iNs5(N3T~zw01sOFs==k1 zn1jz<6JAeo^#hLKVZZD5j??l05&6jWDIo@lOkE9wq|`Xpo_6l!CUEvoe12c)7x)y6 z-j7sdoy!3FU48VB&!DMyuyfhc+5YsSpV`}9(p?mSWr8e}53J?Ox(9kfh3?sx|N3>p zwoi(4_+fn1^J>!j_J_cot*4Y|-dV zacF#uK|z~u<|+&SZ+hV1+D5z+^WBDyBG)0KU1N$wSLQzzXgqoLoK}0gFFUS4bJyT( zN_NdqNmFS?FlS+>+$O6f<-ncwubs@oKJr2MKSlM}HbhF5kCq7f+|=^)>(ks5G?Tm? zGK}r7g}& z)5scbuBANAG}CgGiy7og{enN$RJ6Qm4#3@8IsQm`R*F|A6IgoIinBybp{dpRbCM1E z#-2?hWf=^wKPW~zJaGi=*+aF1%OGe-g~~EUmLsc)9)Ouou*#_JTKm$NK+;pmIhwv2 zQvNj7AudXoOFMt_r=_*To!T!vcKSzoOfdrNn4nd{_x1hE`1r)lf4S7TJc?0ULkn#> z8%xLm;gM6HKdzD3!hRX!I&KSWgJ_0wl|pa)v!PV{*r^qeYlZviXAXt*OziWI)#%S| zqW-zlc} zbd6{%nhv zJp*|)$_iyacAYG(Pqr)`mCKdokA1ckqfN5$6>}D*+?^58n_7K)gtl#elOKOO zo7L!g>MVEA#c3E1{@Lj>%cBV=txapI0R8_l^_5{&Zd==cfFL3r(j7{7BOu)kQUcQ5 z-QC?K(%p;h?ox8mvFPsn9{2vvIq!e*LZ3Ou9OJG*x%$6`D{OkL{|EM+k`$<(lJ?dd zT+cS-OI6>=DeLo(;14h2z4wb$s$TojWI7L{E?%~gbv>i8|fs=xSySAO8 zCE{Be?I2vdhC4xb4N2Y9jwU_F6eJVLp5D|wwQ86W{U!#GaCbmJBEwB zF?ynws(#%pBnbRHkbw>h-)BPGZ5uE;K0uBb&oRMHKox0a6*Y~`Jcv2!8NBYt|C~=Z z?2^6Tl?-g#X24^&_K6{HJK2}>w=$+X329)d{xSEA7j4#C;#O*N81cR`lQ}zhLR02p*2o4!Y=i~Q!{YCFdLF&sdpqfH9sU^n z_E8Dx-aYW4fw)$~9gWoeE*#fW;2bKmrLPwh?lROsI#j#@6|*(ZN6fRq*y4c7G?V~D z->;Y-V~CP8?ifMA%`Yd|2Kz84okkOTiMofl)M?uq>Mwr_UyZP8&L`u~0WdE|#?L2@ zP4^ux4iqz)4ehiuJ>$3SywY8rW==0okOi7^?lp^aOg|X}Bw9IGSC}X~5wA~*bHr8; zc%QEEA1d!Hnc|;)h9IlfFm{$kXL!3Zh?2W^h5SW=>!dZjkF`w#Y%MROy%q)4*Rku>rz^u*U58LqVE#Q@{U;*1>|YEOyWl%sgx+b0Hk8@T%sDHL^jgk8^y9-DQd z>D8aynH03a(G5*wQ9cBu%2Fg*G{sV56%j&jqlCGNoEdg`3rY!uYleavvP zI9Yz6E9}Q(@pP(*qe4L%&)Hg%Q%%B=$5yxBZN>^;^fbAnvwWi0&i_3{(ag!*Wn~le z%bRn90=&k{h07eC45PxG6+XW}_rCQCFfVL*fQddT_F#nezjG!`+_dfwli9%A<=F&b z92nUzLGqBWUgnqMFl%>oj#pQ6v{!E-?)59_+g8|Ms_FuY_}cqt5W?+AG!ymq=INuM zb|Y689J21oBGE2@5WDDTiN$FtY|StJPT!tB z^f*}j-Y%-5yqhZV);*DM=+AuW2}wjRX*KPZ_fiz=8)bK*?Uuoa8o1lNeAaI5;*_FU znM*Rzs~QeMUbRbr5<8hkWjovRM-IWz<_4C3Kc_#)etLFKwr%S$d(+70thH)BY45@; z$aA~aWH(`SFHgsI22b$l-UYJ!z`rb(Pd~An+7GABUR^ws!Y{z@T-){VjB+6_?-i8n zdbkb>{(|hHZOaQu)RPja$w)NXniJQ~K~zK00OfzSR@!uey%s!uU-$EOzaalqPfIiO zYC}sRTmiQwVbHEh&%&&-Y&%enGGqNlt-gHX_V$&VB~40Ac92iBv3bUSZMkOk9eOu| zjPL;9I2F^A5zDMr^X44nLCN!Q8>ZhEv5`(X;tMrACZI~cOs!WLpUR@_$_#Mh{oR+q zeRAq+=m%@-ff}4)XslTFF?x1zdSFYuEY0U?vJAi)>Y&UDN#|V3i*gmV#n;OPjdQ;> zZJZ@&KMWoY65aw)$pHF_1hp4kKzk|wODCp~^)qA7c_b%S-f$lEr_u}E{}2%hm}5Um zPac&ymU)!5=|0$c_bMd)7|KId^A?|tw-KE0jc38JIB08f zDn2^|8sE$H4w_SKv~8ei`sC&R>=kYFa={WXiocSn4l&kDtJCQ8tV{u(Pz<@HD+<}R_VCq8(%5#sS3N@KCkBRS+EvlGY&jqTrd?Fq7;K-z zh}zE`z&-p60T|!)nz)v*&+VQZSK_161b;vOX?v<|9|Zsv_9Ib9u8&$cMo72oD%Gvv z0IVZ&&CXXLYqvW?&A(e=>Z7!Xo|y2Li2%{l+??x8G&$_4#!?|W3n;b9!oSql;;bc8 z`P5KdJ=~>&K_~#+^W5cu%40fPXQ`)g0QAA%7uPSi=Be};I(Id8@t<=eyO zQ`Y24KDWBJcIzc6H@O^LP&1eU0MpCr*67G|&7`0+WS%{XckZc-H3e-^Ry|u(l;8kmFTseae!DPkL>ySSPb)(IJ34_fUrAR5H=bW^8@#ix&*5m%cix&~iXyA9uN(S2g(s#pp!8dX#~v_{5GYFU`c&gUgvT#75C`dL@3Q8a?H zo^I6NW?hM->_0y>#qOsy&s8=c+u$R?RckrS@3A?C@==?0ZInDDzHQ3*Vz;0JQ8nug ztd76c3YFjjx}j_oeheu<)X?a|>EPWG$W+%2ZfA}1SsvHAg4oA>IJ~_Z5z?HPDv~I7X$!b1qAgF>jA#F9IS&CW0N&`8uZGgfMsZjk{D9cjpPQVE0#a z8-`#sIdw06Ls@Q}^>mhH1|}Ivjrf+I6IqOb&7PGp?7gK|7|Fo08N^DhJxId@rcmPm zIJR3f$}q>r7eFHHDL9;~cO=TAsy&nPov7ON69!^8LT@^tenuT?@6BAk$5r6cv5q&3 zi0r4LAAcSM{O;={5_I{1qg6P z$6e;1kT@sW4F)E3XkcP>1^XV}=Ij)P$`)JR{H{ju{Xq~)4#)(b4S5Zkyb$!_E}O9e z#BF1-DYoQhWOc3RPJK-A_dGk*6DzRpH>dg9P&+Ht*)98zZZmu1HsBquz zQmKH~W&EwEh`J!9m|Q!xtel)S@Y@+m=x<)*N3lHQ;Ng11-F+r|$h1o+qbNYhwG z@B$*$z(m@Ej>AcJ_Fb~bzXM#RctVIC0~6eZy3P)Z^9NGd^|EsV>kzEILv65rgM7dt zPZ(|QZFti#%Pyqsliuq^<+HjvsLn`J$njlaa~gONKkq&;v31Kgiv8uhV72j1c^g8N zY(UjJtZWQsj+QSF9DEG>Pt}%^$}LPq!6zy>SOSDFJa_(b{YTXeUUXJ5%Q^gvN;7DG zU+Q1ExEvtsLiTLI+%II@1ZMh%qf`u)db|f3z0>U7KMo^SS_T9wC*mrY&4uk1x^7#$ z5~D>#lh!mRP7h_#>@8I8sB799t-kngKre4IdOQGE-s88`qO8_TPA%>A2c2<)7+`v~2v+6f_wxn)xX$;>yvlS{LtBb@+!{d|FwS^hN+%%@y z@EWM3INFJP-a0{a$rqP1Ok0s;;O>yQ-_-bYMD)K^at!YW%ZHjUt=$ZuRhpxCwNvCa z`2%os9B&_IBnTp|z1q!)xN#v{CP^ghgv_WkvFKsjE>+GKlO`#slDw*ef1m^Ac@oM? zE@MFy3?d?ha0UxxFGqMLcCIv*N=MU8#ofK>c$`|iN=JLlw72_-k77tNh|0e#*6|8F zjWFy{!aS5l6qDjdMAH>3TIn1PEL00B4 zc_>pDjj75*Q+S_!5svj*pgBBz0b(+FSbwYoOFU=rBvQ;iXKR zM-!10ki##j&FupJoIo}9n~YHf{L+vwG_!`bq4kt*2MU4_qwRM(A`vf%MwjLmnbatv z_e1F;-D*fxpnmQG_j-xn3P**c+Y5b-eM?B`$`f{Q@VW_wQG-)^vKom$VE1ijHow@U ztN!7x+;EjZZ22&=+XgQPL3YToKH+pLCLacl4hb3wbs7nw|81tC5FLx1OVmc+3`cSx znTs{r6X!Bn8<1DjCjbx~RFJtSZ}_zuvM&_;jw?FpxR|8{)+7VPO^jcgh}UID{l!(A z1Q$|v3qTZ{bcoS{TyFtsD8EWK%euC~V!S$!5)iwZ_=Tj)O1%m;#lx{6V)RXS)+nY}S%{V*31Cav87Rr$vk5UxfK!L<u${Mo*lU7=UzZt8IrlbjDs*}M`vbulx7gC!YKPu(>`?53MqgZ#Gu0&=oe_1Z% zWq3KbqKx}MB|n*MVGAaK-Lr<+$U1b`O#Iqj-3r?xDbW7!0VI&lPaK-)O<1}uA-Cgb zq~K~_8ZX@C0@NfjOYn^!T3Z2St=)N;gA_r8$*5!LLIv9b)ygzxkt#5h!&&Q0;Wcof z%Uu%VsI9x09UaOBBwCs#wax5nNZ6RmBHtwBV6d?KX_Yhb=<$Evn1-2{ur^uC>BQdo zvepMnM2btf3L(?)rcEe+Xfw_Z0ZbFMgegh}Oa71yLk$jK$it=~UM42ZtY@+c0~(Ix z0rHAi$F~bJMaWB}3=B?+_yp~#C*dY~A^0hG4)1P%6~9;f)}LJbR#7R8rt(YR2wFEf z_GHQC_$b3KQU%^p&YSfY1iXNT@(c$dxead@b$>TXq63k|)9DHex{53NZxt~osfN!4 zavE2ZgH1ldzSatdj7+)T7n;a}apPuN^mq0Nc0v@ZwzE?4JKTZI-?k_GPsv zThNql#mqmWa58jQyHitSZ5#K0MO{ZE;S&g4j$i^yHRZqv6LEgV{rB_&L#`cNEGUSt z%~0v_<>3#LP|5&)3Oq24dVdI>#TA~yVvpnXIKL@!8-&AB$<&?54IM5?B64;rSXj*3 zZ0Q#Qpp}Ya$z3e`Kt3Ks=^3;-4W->swRXe^-t5zzmC<&9ZD?|_$&|+9X!=JTc) zR_DBS(98<~p52V48K6l0+M*LN;(s{ZN6wB1yHmUrn zJDy&E+J?Tu&YIhZ08LAZZrPyQW_}veYTTw3w|ryuGtn>RZ6MSMRZ=sbUb5u#>qRrU z@x^G02NzJ1I(5}KZ}`Me<-XO6$s{N8O5zE+%-mVsOxG)&t7+kCplM;E`v@X>%`t=b41q}ry`Bg|| z<@Q`Y=H>JF^jx>qwcoc6m;HHo(fi(ZL>aA3)^*M*>z^HTVpc!Xfyeez4O~PAyw6l@ z*?)8de&43{pncrXRX0AJ4MIQt9~PIoQ1M7jx866)5knYmxD23@?|)kOYb@uxIsF=w|8@}P&qLDzQc=y*fjdC#+wjkirpzUg2Cg%D{K9O8GnsQoY+`!>F^< z{4XU=enh0ITyCU`ua1Ds2AtfJC%sun^1W-2Be2;yJH%JIx_+!5lKt*7DEU9Y6ePCIB!5>OH(h?z$wF)~pt69- zOc?MX$(lT8ciN5y5Iav~Q0K1K$4hG{?1t{g93wdx>%_*!y$Wz%7u^pe5Q5ukQ=J@O zFw$q@Y|{ZIv{Lg3!KIMiEGEAM$t}}@E_0C^BRTD@JkRE}WBHy_uU#8%IYZn6!Ureu zG@MM=sZVB-FD;A{i|p3sZ+JMi8uL;Slw1hQdd?O@j7ci$l_d#jf@@pMFk}i6QTK&z z>Z1;Mm*(d_~=gKqBqP=8rZ-|-)tAQV{%zeiX6!FK?*kbRS@j}*0{ zLz}GnwhI&o+NZeJFrL`{xWO1aQ<__D2#FW6wR$fjTIW|z2_g2)x6-&0YS&T0n>g&s$Xc`|V zRMFLf1ky5FK^h7}MXNMjr+$HL)~Det4hU;}lpQjIBjKJcj^*?$L@?@$t`w8tvg|C* zz9B2@%-ikbjpB_8h5A<%i$?nn4tWKkas#P3lvt~XNVj42;}%xr+0f(rUS3=NWzC1B z#7e})!|u(b8ok7oPtfYW^}3&wI8l!6j@ITm;1S)}r!FHbtk4o(J#`2VcVYJ;(=5&C zuN=rtX)YbcFWxbMzc(?1i4Oc96h4PJ;?2-PV$$G8DUu~F1IAY-yk?`uawO@_qvCqn zS&Q_n_IKVgigw`-!B)H*%tK;>u5#wdc{Rg2LHoqSMzHKiM=Nddv(5WkRTOHES(IYq zlpBW$ZlgfQ?C=jX7$WN|FF$of-3U`{=dnN!T+wbx@@bG?EJ@xXv1Y;6||S}TwhYMPYUq@k!L>O`=0 z>%vz!to!)I4fnsNDZFhco1^2|k~3xE+D=SX|2Zuod0SfExvmX7-Xcc4%#*-|`SIy2 zr1c!^L;_g?bARN!>Q6bZD#_@r-ic~eopK-@RgS`owdS3&rfYSNSfUM%Lt9nmkI4w+h^o! z)Q#J5WV^nuWH&mddtMBCuh#Vp4yxVP_LcFsQ=J09L4#he34(x6a*n&t&32AWbWJ%} zB+jH>=eq@ktX5w>r@q5<8w1TP&e;!Tf1@4i z-C&mau49oV{_nU)Cy{Ub`>_lKaSm@^k}`({krI@41zo;j7#YYFS6fpgj5=vXC*cMNceXH10)dQ7G-wMA#wu z(ZUglIKapyCoNNUGj+*anv2IPvrKkppI}CefZMJU4VK8L7C@}><8O?q+3no#@4+u7%raWu+u+SubAoo?ZLxqxTEO;v>(n{)%)KYYO#Lvdfm&7 zx?0?L;)a27KNcY3ua8p&EHU%R&Id@CTca=xzlO~;Schb!nN_`Vq6&Fypp6m)4T~KS z{@YT;VSGdqA?r!Lp?JL(*6V&Opbr~F)lgE}p9RFd15lowi^!2#oy68*2}^UMv`Ivp zX5wSo3Y%nRk^uWv3ggzh300-V)sqee)qRDnVt$Z;slF_4Wz5*hov8xkuFb_~W@9L3 zd~=Drl~(PVN%zYw^x5W;b-eNoFWI^d)#2V}ZBf>%tv!Q1280d^(rN>EXXIs1o~J!z zGWZ_`^Xn9d1{R%Ofc$o4}4=FbHFZ(VcjSrLcx7jyl<-l;;p&4B4{31rmnxVxmHR?ZI61b9rE316(^Q;l_7g)O9=tFfX{X zuIf8yz(Z_=mKrATf8*hyMDU>~j7oN{a}GIqIC}!tX9){h$K}QJ+b)j;5Dx?}EGo}S zO7>hwp>;$$Ohv95?A2Dh^KSn`{m^n_Vk?<`8cs%gzp+Z4$Z* zZ_=s|(1Vc_+2HX$NNlX)-RDG)2BfxLG@<^jVZzKh1cEFwPI2}M zitkN!JE&jp_usxFa;fH>Xw>aQt?2rSD}uomQZy{uL)6(09u9y?!D$ns1Wz&zPQKy+ zKmYG+xVaZ^Pq)9?Q5%}mQCYga;%^=06eVzTlYc+wkj1yu7B=~`-*`m797I2WllFl) zvKAoLN0}b)2Vx_Vl0-Cb{y>u#4KX+x%AC)_mp&_N!J7$BWyN|L8!`%rXgJ-|40|%9Y!J6nwMb0BrqyL0igTUPL{pR z+MxabK^sf&X!5w^w#y`m58~hMM*U1o-xU?9ICU0L@57o}e!d)pH*=87vN_|&>H!-3 zSS2MaHZGs&oJ7j|?R!1l=EVf?WV+6aY@ zsj%&E8=54uW+*Az+Sa5>?lxrK7}D%f!Kym-_z?*R70A4l4b)ko^?p(!<_}vm3i>Fw z^fWogw2ahbOs3Ku1)<+@Dw-n-O7pXIBY@T$J#XFO5+aG!)$5jIneFy_(MP1VW;8f? z7wBS~`43CTES+W)=KoH#dtoke|Mso>2W&QLn_HnkR9p;8G*Fv+xzqSp)QN}vAB-LI zj^gz$9wy~~k_-@%@cs)L(1?-JBc;_Sbh>x<;k0uyB3)zv3%BHNZ|{eDk0%CPgo+va z{`j<}V=b$1uQb-rNslDc(Ygcrs$?bjAGr#0ZZCy;DnZq?YGHKuU+8$cfXe$p{+oL^MHlqYKtC1)8 z!`%;$??0ZLCm;^E@taA;7xL4z0Otz@uKv@TiOa2-{`JnH7#XP19Xrc=z!LS1q1fe9 zth$=aakfM*H?Xqkq4ebQGta3Y{a3@ig=@S?(V@Ka+}Vgh;^KV;ZRSf1JU?5HTyuun zXQ%~^ntEAqV&Y>ov5+1~_hHBn&!_I$uAa>?$mEXmLtm?kXx?8DzGpF>RR6imK!Zhk zm=pC+Uj-2#llRI}MU)FQ!Xq-mkCLV9_|}6|dSN%>$k(00|NmMG=i)}C`8!%ex1pZ! zUooLLuE?o>(rQBv=>a>9>R4)Z&_ldm>`}^q4BkY2)ti)w%bF@`K;CzBO#9Pceb%+Y z0>0unFj$}Re&AkcwQWJ9z{X(o(`WKADO$HvaxcD>cs$GlSuJ}eJ_-dYdda2a-|&v+ z;q60w5j%{6)6onRuWcZMskn8Ns+;Iqiw{lg)*5(t9{$#hun}&D2PIlO^AAW4mc`fV zcDEM%n#-27lA2rUqDauKt?`+fkRnHP7y}9;qXs;vRK0_Z*DS669VC%EaUQ<+8kaGC ziRiLjqgHl22EEy$q_}^Uz25`U_q-CH;=w!L0RP1J-66Ufo8R>x8fh@?jVpDgL@=qb8_Cz3q^57t?{2Qa+vvMJmo@-O9p-?k!+<6d?AcQ9c~%q) z`=2w142hPqw#;niQ47>>HR;7~l5^?TaI#kUq9up)JnwbySdWI>ce+gIqj!uCZfom7dua3 zBWUqC(u4{4xo*!*T-^o0PrVKFIPIe@{o8tByrFcbjW!7!@+8h#Exr5|-vhp$OR7kl zyOcvTbC^N66Lzq?Ffpwt!o~l;vNB7h^EQr!pz4}qxahv63lvmTh7S(5*3L1l4aC|# z;TCve$a+dAyZ&OtL^|uV8ail4`*n9K(YT!p*m;!3mzVPfZA)nbnUR~>A%y(csmX3v*T%e&W4+_6r{$^VAJg?%1yMg{!Gx8Dyu>8W)K{8mb#)>-M^9e=MT7Z&ld^ z4gwg;Bd5}sD328rfUkDnpG?#vnIV27ez#KA-o!dTomibe_E)Pc@-{v`$VgYNZ2VXs zS6Vag(*rcnVY_`-XO#XN4EsrE_I`J1nN>gg$b*w)Z>{FU`HJ9IaxUT=8!SBBqixS- z*z+^D=uL)NG7w*Apr(q&U@A=u9G&eiHsN&#&rR&zh2+yPw-c`f*@}mGJgIr;Ix=AE z3$LQ2vj8cu$1rCE zKKx)fIrN^k*ohKzpS5za@T3M1ZyZ{gDtGP|T# zTSj!=zX;r1Ncc1EZaovb4%TP6j7V@-M1QZt9*5GKlFU~lz=(b}m;dkMHOBDZF+j{3 znV;0YX&vT*U9U&6r{eKA3U1qf3$ed9QQIMC1SYfemM}FsDX=ba46!5{Dnx<#)U;N>nQE@~_S~=+P3s<1f8;J&LUWccW4n8qTPQw!tFS+t zN{k0mxOpg{XBqgzOuU4n?~nrEE}zFvi#bJ z66L**&;6dH#?cXhc}aCEYq#Kvi*HsI;zTLRCUd<|>m$Do;@ltIZh3|W0oB!m@+~%4 zi~FrZ@3APPDj|RYiIAAd|7=Xg>OgaQ2yUAxVOm{F*pB28#Cnl-Ad2Um-Z==eQp$!GhTU-s^wkLa~N z=&qR=;Zf78dhBA_5w?e*9Cjjfv6E&6e59ZkmT> zG^T3}HrxS7=9As+zY?(;3?nY5>t)r!=?V>&PG7c&)!-3vqY+$tg&9}F?#LkI%8M^u z-Ixv$Y-*}MCijb~227(CpO(41%Z~}|GMY)Fz88i(G_zYzR17mdEGvD`G->6-#8NPO zJedvt+HMddSFpCOuI0Y4n6w@Dj8>_u@^y+HAzGE)JcizLJ_P(bB-mS5>d&V-lOT8Yj2%I7L0!%K(yzNM0D^_og+{5|tk zmYOb#wv^OM{oP({vE1q53#q zOMC~?Oejk~=yLB-5_EY*twf&_J)d7mmk`)yQ}4o=)#ISw+k{N^Xma14%uED7f9B6r zH_nHB2-+y z=n}yF5{ta0B`xg#SVqYcth~lF(dtZiULRxwYA}n3!bZs2x2Co|LR~+n&3MxEm&*G0 zhyQ+lk*~cNt2-EwMEhYdDXA?$>$2UI4W2lhRBaqZFm4@1Av5R(`fg$*p#)$UKr@17oFoW~$J;O^DcGK8bb*#L=#z+e z`iv8#F^k%j%yQV4#T-FTZ|Cet(d1*Yc1F&lir6B=Wp*ws%?HWc1X4$vass(QxH>rY z(+Ye?&xp`Or}e5VfHa7j$a+h5G+aY7?%C7&P@=Yiy!+L1e|!T#8Ii-SmFj*WTR#l11CBvqQn4FK)n z=5lk~0}K&6&H4WXXiy~d7>lemLFWM6eyWQ#QYr;Z@PLl#a~BP?&pPC^@*ao5bf{8> zI6|*|W-`ZRrz$d0*!P6YOiI^6{w!qPoqK^$e1QrNnM&%3jWfv zIM=z};ac+%;Q(?{n!`nGqP4_huAm|8Q+XO~B3s$|prIO}yKq$Y%Pj6mdsvwLw1GqO zCR8URlL8U{e+H58Eu2m*#vx5hF*F0IFwmRwGCgULYU`uG*I({LK5NT&Q%euDIW}V4 zt8h<#FE@jdo5#ccv8*#k|EK=j3{4awYVO7i{(o=YMBG9wrEXql@Ur|PrcJs_e;_Of z5S#&!h1+HLukvFhgg|58BqD-aJ;tjGbMf%o@^|OctkPnH(o$hlY!aAi!zfdjH48wz zfprCb4k?sh{dl**mhBAHI{IGvPhNcoE(68wnPL=kSI6!(6iQ7M0|1*E?lH(p;hmwQ z|6>*-IZkqa&v#^ zvNj0l>G7es$K1WYOucS7z4ii>O~wp&^rs~|(_EXT?qg-iqB_+7(}lnL@yX9}MetZS z%}9&S_Rh`wd`W1v*7Ac*rppIG&ypNaaeoTq7`7mwG6F1^AGp+f0ZMo9!+;x*_5;Ag zFNr^d!pPBY0S5+i1|?;l=rjOLxK?scXg26NI~Tb@XhjpjJkL`J~h(OH!XHruY9@JM- zh=9qBwEteb#|+P2!{_u+Qjw4eL52jar=HSGdegxy0OlUh9NRCm>TO8WJK1WBR42<< zyb#!AzVh%GP0n0CEQk*sd4Rnw@kH%}IlX*?fD%0NAQ8ra)HNHj=f4 z0=zZ)dN$#$pdh!|+Nsp%jUd!@6w&}n)06#*cPUE3EXin>EHR{llv;{z;6q_ zKBEWPJv9KiEPtB=u-o5rfsT55?9H8%9z)52UKmN?8v+Pm}fMByA;0a15njuzW*vM;P8 zS^2#BmtB6ahX?#)wDx^_`IPs^6R;JE8I#$BB+1G7mTAi1Mi%~Vm#cJ3uJ~PGDq5%g z^ovvfd@K%k#V*3((2JY?4>>J<41=vvrQ#A0l_phNI}%|eZ8^Md@y2mb){>U?_T$l! zR855splE-pDK~$MTk3i@+`k5CFKW}beMHHz=(pHwdmI~KKJB&@INu|_8(+1VNh7e= zFGl%&){fNK2aE(C*>%b8hU>;Nbs>>Y**Sh|FZnqG?#51I^BjpgFs_BLyFW#y3l=pqyM!)5iQCzg7yqg#L$MF zN3#vO{=jX}9a~vg>@ikHR{6ul1ceez&5I-)v#2E2?=fX)g}+$z_Sdl6aExfP;*OBW zH`=qT^MfW=A1KZy`$pU{ApmtgfLkYy(IlefI^Evx078 zqy0HENs@yLoINtjd(NGKR}H4rgO1!E&R0+Wn3st~(d)l)8# zvHJ7k`9L7*yW?voIvS^hS_&`8h!Oo^6fza~-0-|lD(_O>n(vCp^VW8jtv`PVk^PHp z)sx$qJd8do__;t55zrz4IqR-lGx{*RB#wq)^T)WO zV@X8}HiRFr%>WUboNTn*E=>2iXuLa5DXL zU#yqQQu5JJ4MNLz-Jvh=!kVgME&|J8laySItCI)m)6Yu|(;3wgsT?TB$B-Uw=-niD zASebfS0hQSXhPPeo(NK&cL=wLE>lvTg6$32)#*NU7a)DOp)iZe*PO*Aa1a~?72n^R zx1hJX4JLX>n|V!+=9PY?fGKBtZEeT^$cj0e!<{^fPbDbG(x54}>Or~Ph1Iz4ZacAA zkA>ulr7#0Olb$2SnUmFA5t@+7_!hvJMov*a3P-Eej7OoTFrL92DvSKFu&jU7FqQm` zWbf`L`+?|%ODQVr*0q%Cg{8P3I);V9dF9v}^j&EB@NwtfKhzzB<|#Al?@kJJD|OdR zG@CQfZEo7-G|?LcBHm~Sli($jMK8b0pB{2Vcjt|*>BzJ1czYuT$gq7>;-wfU(Bq{1 z(io1`{ea!a=z*#2!^D3tG}le>h)4gq+=$G106h>$HsMuXtkET|-ubq1nU@^z8U&*G zTpDxiZa89^UYDGKCEN^U(-l@m6OHtLq~Do+L$)}zMNUtC*&Z#wAfZgnJa&=dj0k2$n}a+b+B#S_e?BJ(uCs(Tcz%kjVMJNM*^|QPa#`ISP|O-w*JSKqO?U&*DpM8b zo(}JI5GIP9(4oB>Ap)!C3)BPrCxST_PI%yy%hkG1Z$(c+Zm;a_f7O)v5pzFLs6XA) zZxOwo&c9}lim7Nx&!UO}=7G29tn8}A!V0v_h zTwf#K;Q`k?R_pWKeXMV&=m7EFXW=pK8uWi0xy-DWw(4TK#E$P zxMNytyOXY~9r9HBX_m&AJm^ZqfYPI*!R%|`{By?tKN7C+1WW)iZ_F}Dr!q!)pEhD; z#;aPDyssjNG+rV$uk#aMG7S8WJ~~g7Ar_%gNIL z{hD7=&Fs)eC+|uvwMZlBn_G(W=BqZCC)J2cy*vPjN=}AU`L9)X=2Ymw_{^2{EJ zo9+L3j_qpW<$UY88yOnUxX^<8o*Z{$xUXzjv)WfcU%qjdKTwirssdY7hqwDORs;M0 zdW1}fP7S2B!UN4N2MM3sPW^6#pgl0jVLR*T!wRyRpPhWXwVt5o{REGl2Ck^AoUeXR zBWf!g67VJ`_sL`gB8QLz8$(~JdApVAX-$4wzb9hEaR?WWh{s0}b;~uPIp6$q16$QV z&E+HKtCTY_2g+^c3=F|Al9(gL5VI-zS8ztyU-THf7-0SxcsnG zq57R=T^hFVkLw&ct#~hfS|VQDJl<>{#h2|kuFkc&7%iOg$_v~4wZ8fdouc47h=Y{a zbu$rP&S=!{VA#||O382WyP=}ej^!l2tb@v2a&D+Jzr}k+r~6JAipK{kbI?lL zu6UwA=9)AWET z;2+q?Tj0{Vc9Qw*(yB~A+VSgjt(Hr2JTNJnE){ad+<8epySYJPT{2N8h?nuOR`;Tj zvmkSq<{GNU4t?XypY#m(YecQIM#=+&g%PRCnX8zgW(Mjhd3nW=2C=-~SVd0i0zT3H z9bL$`?WWh>^A&iI-Kj7I?t=v2*zZt8GXZUw~|l zGBeW+Iv>S^PU*6cT5Y#~ugI^gdOY)Upi1Ag`H^<5QLz6)DFCj2ao$z4q#GZ{IFOXw z!z>v@Q7Ho>vJ~G2#)cfV95us=UD0z|NjCfJaX~ol>Z0EOnQV{FL3QtXfRUflr|n@7 z+;WaY5C(d0ZG$jpKiIO|Y`4LFMNOFD;}saHz2P#A#!h>&?d{D_swdstm{|E$eqtVa zq`g2}rE~6HKT_bP-7bNA1Jfw&cF&3XR4=wfmQy==^bM-4CSO}4u{2ONCOeQ+($sU{H5=CvmzjC=c ztzJSgSk%ae>&&xWf?AN=6EG~e_L;ZNaz8<6YfTbN1vWgwiqCb>i-`!mP=D|KteOV(DorU^fsi&>>yx(M#z-{ zx^Y6(;mPt)s;-rH{5JcPa(!kBHu2F>iWTen5YH>%ag5RKT*|{g%8Tl?xjE%jM^RFT zDa4lCF+WQzwf7UtiZ1FpWts~=J>~Zd1On2=nX0-buG@=)LkL`5CM;ABZN?~Gh*4LD znJqG6{+ee?fDd;kx(EheQ)A91-{zg|OG|4GCmk~K%h3$%FxsXUKrPrGYJ*6)68);o zz)fdP+MWN8s;>@L{5IoSiX?!i!aXNFw)r{IUnvTUVWhe5k*N$vdUWgxx{su z6@683z?7|e9M??jvheerlcAP!f+BN9-5cWrRx2fXxls*i$Hcm~H+8bIO+_IQh;!`~ z@a9HUkxeQ0OLC80?1iOCS$ew=fnnMuN;5ox3tx_~k+jI9!?tl{cVfI`sn&yd zi?GoKmkH^Dq|Y&o-6kY(xyf-FDwAbPiN7q5Qacf3P&?;jLT_BAe-MN*4LlW$q)?^`^@nXR4~2 zY;J(X2Acb=;^Fc+J=K9-)I1(1#I~#W|5z9GS3q=+C_GQ*i~Q7c^`pfay0YyD4}>hL z>%MZoNHF@^_U-WQ1|T}jG$I2c0N+l0W9Eidk9t^gB?R?95gru={`WodCdMH-;jxKP9!RP;+sBil??KX~)E!M*C)8bC=+1w_(PwbHNu2@@YovF#$Qq*LrV zO-nhI^KA>AnkDy#&%Vq+YX8ADv4{gxSbRc+k5Z@~p=IVerz*<5f4+F#Z7jbSXUMwByPB$WNMg^J}gQG%O|=9ckaawG0v~Sk;!xEec)n z!uIRlXL;S&x_n%!%z6u4sL~3KxqEzpQbchAcK(wfFC0atVe(nNqbjy}r=^&{`bC!u zCElC0v$Z(T>86~!>)Kr*(Re!rjCUDjhaw9~V^bzOpgq?(<>vpc!ON@WXR|tYkNNPi zNBQr(4ak4O4Q_aV*x@2BDsct!T-QqjwoA-JaVXZDNAx#$`I#LUO< z3@4H`zowtfAbG;`yK!xU8XY+DdH4#VaWYQk$yEZd)>(I(t-4wE(xl$8;excYboD>{ z;(F>HPjbMheN>^fI-!&?(qd{KUG-xqdaAIhmZ$ITiM+J?H*l?c)G^xfKDq{msrU+bboNl-sm^u&=ozI$MSbn5OS6*9FnN~Q1=PQvm0J@gXgxQTu?`+ zZhqt=zQpH6-wtWN&XX3Y(j(C;(yqB+LfA$d0IKv2l&VfNcWi^4HJthPiZ=4H=8$BR zyWZy~IrfxlyO-94T^k>N8sa4@01)FW5Pcv_(@oU-0Kk{3$@1&~-xIdV=YH{1Z)S@C z^81w0ni64Lk5v30%-@Rsd+#w7KG|x{lXoqjnLgbM3rB7gs<_ZPS=a2*+eX%@?KW7% z^}Hb@3|^}d4c{%^UOo^k50maniQrJct(GHBV(k3>7A6bA%cfwCO2vziO9=4j0kvxOE0A9E4F?65@C(B}2H_A|N|Uwg?mB>Qhho$Q zcRea0pcAwIOjfXM+}!`!uD0+wlAO>g^Z$(8S@V1c-i~0FJC8UR!h9MB^CitNwl+Oh#FkNodJr0u_Ak(!F}u+Ah{(2WIAV#v7{1po%M#Y#PV%-V)| zvXdAYQv5fVattC@&h?T!gw8}MC7J5L&=s*r;oNjcaoQhv5T|hd$jK)7H*rZtBweF7Vy z3hZIexv0nAKRL`iSQ(R`y6-r8Iwa}fH$|G_c$>%dm2>P%HN5rdsHP624bdjt3|fqj z5WT}4kVPWE|fG6*otc=Ytu$9yVw)YJ9V;98+K*Rpt! zZ+#~}ztdGR4Kwk2izxO+616aQ21CQEo(pIN6x4{OOcE5CcUJ$`-oNIWVs@8kOS8UJw z_6K3aY06~jzC>>@LYroDA^?_B>#WmQtWhfMk9n3WvDi+7C@;7 zOl;*?#^Cr`cRM44@cOEeGx7>Hk&ddSZ+K8FjLZ`^17C9Xvi1*wXk_Us{PQ+BYfKQ z;!`9W>hCF*mp1Xsmcd~A2sh`0|5fB1kWI*79e|z;?{l>APjfc)K?-C}MaJARzkVqx zwzRdu?bO8ori#07i^Czrow9p^QR|R(DN)kbJo-95KtD~dK{gxZ{G_?0+ z`U??@f(N5#`Zsa3DaPU)rg9BsseSLnI91#XP0ZiHvhM`myk>`bp!nowFNa+rfv}dK zwaE!M&t6CRI!0JZHMk_{3o1$NS0cMP5VMS`1EPfUh2H=4c{&OO4XBa~)d@kh{a*U1 zL}^|sIWO@#(q1)xUKvqhSEU#bt&Y*Aj8i}Ur&@BoUS+}d0w>A9V>63rjzF-Ut2sGU7882F(`YwCKPL%y1>6 z$a$EO`{VqgvH==_5q3ZHJ0>;|ltC-kiy!@S_`eJ!PJSz(CsrI6tx#n}wmWPAQ5X4N z`&woNl**8gd_13-jWK1=D@c=PkW>A_LtwzBK)!45V< zii@=RO$O(%wav=u>`--{Umt41AnHA+g3sK0Tv))G#bjp_hyrj?%o)Z&-alY>Q2j*jE@oi(y*(w;K@NT*27J$qj<^LQ7 ztN+`HXaMKtD23h1CUU78Xieim_W=1Rniq9dFygF~>D+!8APX#(0xiTvI+LKO=(Z$o z@tnzQXgCTX*9W3%?QAj?&|bbtEaN%nf*R}B&B(;aAMr;$v-BZ>U$us z)8=}IXuzt!>Mb={4V*OwLRkfu0C&Prt^42uE6*)PBqSN1cz3X_!Lu9Y#%53K(CpX^ zBW!|8`JJoU@xD=d_*y+cE#G|9Q*HbaM79?{{=dfRC~|;EJFQa#)hYrC$aBvPTg)gK znkk+fdZSY+BXa3Lj=uAX-w&vZb(${6GvE6n2bh#wu=4XQ6yZ8^P}LUz(XA?lu8KAe zA(opT27)(p#J^Ba0Tx!S6GaJh~PJRFiN}^7~=Q*a~n9nSJ#Cdw!V@%J|eC1s) zD*9#Tu9*bo4Sdw46m9!{^;vKDhAF_eaU8|A5i>}fF^u+351O0U`de;DMTpw^z5G$1 z)vkyQZbKX6&Pnxo)dHSJ)XB_w9+7-#%(5&w9wSN9iq1MHAU8gUSk>rfu@urhwMI9W zhpNkkF-rM&>E`42lpk!q;B)a31IniS{5t|8?j?VZs8#V^$@A44U>^vfZERe&7sL+F zab4f+z3ODeK@=q;iS`c^0W@PH7=npv&JDPTljfhP zj^7i6t#g=Crg*sWD}E(=S74;s86v;jCAe*Gfo5UqN0ZYP0Kid=blFPfY~-Qj=v$6we{ z)nUuqeekiq+Q^_&bBCdUvlZ%$<&=$QP6lMToDmPuE(LZ>MO6`taZZUN7hB7-5+Y8( zj0ma?KrsFyJR0$xYn8c}%F3z>zNdaNtQN4hrF^90{^cfsO@uX26(5bVC2V2?L|;H= zYm$gZtiv4U)E2U?l0DprO6P80#Q_7cL}yq8EtP3ELnTV!tTUs0AJ{OcizcwkT0XE@ z=8`)^_IwSrHogMGLM~8|k%y+KeZ430EpL7M!_H|5BMVBzM&@Rhx_bG{!l<=$EAoz@ z#Q~q4%Wq<;pNYAh`_~t)Z={IBn-P!IR)lRPFHf52YR-%82#QM%Y0K^KM(Nc;i-yxw zp7VNn^i(^Z5m9xmVFf*A-a>Y6Sc7bs?DdEkspMK+?_?BVI;=5pO&#*;`C#F-!ZBMsG-dOV0Ifu85-QZ@HLqbL0i#0B$L1P`l*2&=)=GHuY|?YOUkzDoC8 zXhFp<>Yrm%!iNz)4nbkFOjLthtrCc!1DB*mR^Inf(x26TwsQA>5hTv|K$oqQ0-GUT zHg_gadunkcu0)IJf_yn4d&^*MS1=O7O1V2Thr#6Bz@j*@!CFOmp@ z`sU<}(JOp6Of5i#A4~qlFe=8)yfV0bR(9>qfCzF8G!O|j@mu5M#ZG{ zEmV5B>jhxc^V)KFx&ILBZ6Om2tdFbMHlBAeT~siwuJJgvE9kMoi#sh8gsA+iaofX= zWQre|P*EWOF*N>S@p&u^TdE7MVIdAY-|p0l{^4eEG)B8-aO~I>}zijIBc^~%^ zzGts7V+0VXiM6o}uPn(ie8}pADq~?*(&3Zgq{Mst9+>Q$^5c&LK$yWxYsrZ#GF*R; zN9s@|y=o0zVTN2yZqE;4+3PtA2v_ICJfLxJ50J6DA3km@jS&Cwc3jw!OJZYS14wDk(vrEn`-6wo%&#dvKF9QV zp`14c5YlZ31k1~(hhZ>giQ+JajmFv1Fk(MI<@E$l&942SY~&bZA@}HWAm_()$Qp3uddfzr(_H5*} zckc0ZN8<4H&d2sR(4O}qh$z;c3pX1Vr)M`{L21zy5f~UWh)EM|5;|quwbfSuUTQVL zr;JPF=ciBMac|MM*{rffk^KXx|bo556fPqd$j~9uz*QZ0H2XxOq{XGSv$Z67* zpE3#N1>BbKMq>U>%K4WVRWHSdL2bt8W8?wfqez#DFJ!OS2?4*xPPDOa88Xyq zm^8tCND(g>y5Zo=;bmbvn)TM$STY!AksPtVSgdQ>VK6dMDEQ8g z8}&*B+oWuui5}xbWnunDOBj{WJAY(JpmK{OxV-_VURLW)kjKUip_*1{C=OAtx_p1$ zB1@sHg-(8tPB_SgOhIoVCi@#R@b&^Zn}Vb-{4i|~uKRi8HUcqMNfm*Gv?U(<_Bxp3 zpIyVwOJ3e$c3WDup=G{?jTgNl6k9^);74!n?m!F2^wj~3$?`xx;T3iW5JsJ|OVw6k zE{0LRvNLkP2rG<9ki^M0oz-QuO+)O z3o)~;H1L_sVZ5YEQN6EVucvoSf44A^;(uO*N3h!$A@iWgPUo|Yd2qlK>(T}gCc3@= z4CzD9(e=W~j76v9iukz;Ewxp?jF-;eopaT|eXUGFldt*K1>2j!KMf&sqjvQ@uG5hS z^?p$h{ywl8e#ek}|IHj+d{=v3oIPl)8|c0d>o)GFmrzTIld8-~k7rrFEr~825WGJ4 zO$c}C>KeU^daFC%EJ^-^7g`ZjU-*2y<_Wi(k+LwO?T&_pp(vo{X|M}VRQ+7H&T+Ju z@&y=qm7;suu|eH>7k2D5d z`AflNtG@&+;H#?qY#B%u(t2z++cHgIwLd?^#c)3Lc3UZ^%v3ItyBEo-au4u7U7rfOyGcz!3fiNLayIEs2GStB_`YoQ%cjn%Zu{??WZF)ze3jEHW1jN(|U9Il2 zW~Ng9@p+`jG=M)u%;~6^XQ5>_C7?3wLwA4z0`_sE&;z1MBku%&%7OK@(T@9HxtD^D z{iOgaMv)5&1oAWaK)Cs!s(e6>W!_$L8ep@Qpx0*Eg8+!uHOFujWb6m$8A4Aq-eT2; z$Z_cwv7z*{IB{tkN20tY4Bzjx*kJ&}BT=70glmD9=bkGDGSz)1=4_zXHQR@A8zPYL zT(iIKWq@IHYoiGXhN(l;PZ>z9R0iH$SdJ*bT?#%_U}FMc%Tv#%1t7P75gdZv$PsKV zxR|I+<}Kvn=q*0h(^q7}E*zej(h@B8q`^-fNg)s9KhMUOqycpDyY7`@z}|f3Abzbg zGTrfESE0@3P>L#Gn*%_(+_v1^1*0eB#dQ(vCnDng|EmUjRDCqs_oVDP;T21S#dlyD z;M<|KKU5C^u|O=SO`Ch+`l^X0@U*E^E96Ay+u?RrP9<(@k;DxXd$5(!eBGsyFX(*Z z9sl;*lX^EC(Uhb{7qwhDP*;-w#!th=wx%C#D_B`tu;NC!-XPg=b^ZDL>9XqWR}}X` z0SXy1dNFGy0wixB&iSXF@UF%fE-j+~1MG8c(aPHR2CswP0SAOHl>0#=rOz?4wG@8@ zSUNM6bTw-ag@#%H(v>D{e8l!)NDxqKD_>Tp#1|?2XSDV3Kk%{>XH2 z<<&r=?MHQe;b92c?Q;{EoILGKRx?p&6c=B6U`cdaPtTsFyT)TVn?JY)IgMUR{!Bqn zy*Cp+M=2EG<_D;w^;l>B9e}d_Tv>wgs7+JAKR>_G%BW?!&GUBQ9CQ6{7cTJjI=`)? zRp4#G^}xsBZAId2qWA6rKM!&NaO(M{6?fmMA#Qrux7*bILgk!2@r#9sZY&HPN8dK+}kWCzyUVphf zms1+w zT-=utMo4viPokKYXS6D6I4J}lSFxjF6^+oTm8Mz>x*fenddXD<^O;qOL!VAF4h+}` zhG&Yl)kzeU**j{E2rVSlugBNS9w&%an;N06F6Xc1Qb|jP>)sPj+-zq3Z#BLKvj-Kyx~!UD`Q zeFjvus6cZp^kIi$!^)z!+f6HcnK|A+L(1%ev_wgABR0};rQA#-pTI*6D-~e?m3NJK zD79Mjf1QuD2v7}&$DYLUU7fKx$meapVe%o0HA;cOElly$!JyzD?9R|7GC1&Q?*Xo3 z2t+4@XprkA-#jc8>0_zEAo7eVelPxTpWEJDZyap6VWpIgJD#$4pj6#5l4+GH*Rf+5 z^voTwu6avO3;<8p{e5gTbR#;7a27ER3|EjcMd7DBY664(t_J75W^pezFTviT_jL4L zNf=Ji>1|h4T{ixMb!AxaNKZ6H4$?remc5OdJ{3G^ijwx<=`|9+cA!nD6YqS_;675O zIG#m*u&b`QDRkH*JnzTG`D|9b(vLGC-8V~)y+fb3(gLKIr7O~wb@EH@S!VzG*c4^# zQt2IF;z#};o8`=x-ZAMbECgNuOwbT-nnXh)9auxICUW9QB=B+sBxGE!h5N7&%h9{=IDA zH&OOgZEeznE#n| zT88z1+8lRuM)wQJxh465xr@3yq2;)1pL+c+L;Nr0MbH%8|_Z&xlhznwtqA6ko<3xw~njZ(t?>h2)ck zW~N-Z&rTB76W8pyL&in-6RNmf{Z`qC5AFl}QwD3Vaed35sxN#WaL?IaWhk70Y`q!g zW~<3bbL7YvbAb6Nab~O@1!79>;^9CyBYrI0KIh3t8z-GzP5f>^)fF-*_wdBWyX87j zOElU_HuTQ;-N6*RPIEZo$~?F(AH~(7^iJGcowTy1*KS*bv2gvB_=dqTu?okiu(-3+ zCn6-X|8Au9;^D4||Iu&e8HAp4*a}Vg)y4j#Q$8~pBNHb#_t9fMYZ?ix30M=`=rMNf zSjr>S5DXs|eLkKWg(+Fl;DWeeHLY_mb~jn1#cz70lWsM-Tuz~<|8@`bV|ASwX^yfT zw_N~(8QOg(bmrhaQKuy8;tH&xEX?q23%upW!5}w%?7muZae?&!l9cXZ%#kEzn#D*M z;4o4lICEpYZPE_2>FC|J9`GF%Apwnq9Nj%c3sJQ3tUo8Yh!; zrAcR*Wa4boq0Cg=-?bL)zhr<|>TO8V#o@zVKy^%VYzdyAtvE~e4HlXPd+HJ)H&M=9Q=q@Snjv%urck!$+?RNB$~8(;4j0pIWq=T2Xh5>Ut^ z;P+0h!rQI`U_?}a*ROyzU0*V(*Lg+|c5;aPZqj0z%fLm56&KQQWDa-QJIG z8GV-8nt;q`&$KdIA}QafE=JQjo4OITFU|IDd)~>}zmfs_9G?p;;dXdK(U|o)C{zpF zUEk*2k5zP4fJ}=;_k)@qH~nQo><5eQGnP)~sV9`M;4;W`;8c`FjJ{oLD$Oc#$(X1O zq)e9jPUz*$W*cARi+U9%mi_u!IApUGLBHB+lTuwLAa1MO-pc&UJ}5(lQXJv4UOSZY z5hue-_1^lLU8Y(4pJxe*upL&`q^o-X{$$I+Th6pt!%FwtqtgrZ#s~A0dH>&F=-c&3 z+xX>yxtgE^cfLg^a|&5!|B2;=srMHJ<{~64Dcsp;fHG9Z*o_Ap8hvH zsn<0oN%Yh^)bZ_kO%)KrW4L56v;+$p3^yz7Qk;40(iJR^>L0hD^Lp(|Qi6({+ z#$75aid*%PKkI@JJkh~A&4Bk9x)DH=t>NLbWp=YC!uTMW0L z_mnAu&i&-EWHHM!iL%=#mxwR9j@pE+o2h1g^ z+7a+C!k|Q2Yg3#j@s95i7pOqqfrN4a;q7#)L&w3*QK9e8XIHVy0*2lgg%;Ug`@2i= z2}2rge)@4?Y1<$1Ge!+OviWy6Mv>op2#>IHAt zQ8UC@Shg^HiMv||jFfqk7QSMJxHXC~D1_D!1<+Pd5GKtW24ehdO(TFcNHJJ9J&hvcIlBMvOcRrF08?(KpHc1E8JW$A zSL0EVZdy*?WMPoxiGN&18|Nd(^sozn5&t)T)G~YbvIs8#KXZ`kV_$$AaJaiKK9YMu z50jPt$u|TPeklJ3iyh~2;)SN68Tk$g=Rk7DQQU+T9^+PArnD#jKxxxs-DgwZ);u9! z$}g5q>@?OZ{Q%kePdI~E9^u~_HL|!(`~dmzjqlO}q08<`-bHt7tHsi@GZ1>(0Rhp!e-2l@?0jb^@}2SY)&``KcA?&w zi9~3Wfe&2PVG%(FWF>Zr#O`CW0McglLv!j~#7*p6&NY)_ez(IWR_(lNCshNG59=UF zwvqL*qXD9k;T0Ht9W3#xf5|HXpPi?|kRsnQivZPPOM@3%)W*UXuin9PF_b8`I%m`_ zdQcI+=t2d^!4J1qiW{!l>f;{@kB$0lr0Bmf6*;}9%vrUuHGoJkK+Ay;bnN;j@StnY zk#yPW*7{R=OqLoFJnYZ(hL1V&r+azNL6ru9@20qoE2BPr$~V?|%oJ8?-bD~b`8e#< zQo9Zz7_gajf?OLKIoKN+8gUX0V*$g~RzlbJ(uHi4-;MYN$${hZ+~Jdcd*`NH(i@M= z8p7DUiE_EPrm{7^_+Sn<1xrSzwiC&a;xI`<*bOheFD(3nOqiDpv|c34y`1Owh2Ic` zy~C+D6J@Q}JB@hUvD8!-jFdY)-BM2KNi1(eN^e$X$worOadc}#Kx&%{gp6S%t6LT{ zemf$wQuF5F=Z8_(kzDSnZp&Ytmw%|47mQ&S?6N&J!Fc_BrZFX6`pow#|HgUF{e9HS zWg+BJ9sC)=i(1N2hLWn{{15f~^}S20-`ED{!%5`v7{kOvwmyy|O69DV&Q-2vf!m@1 zbsg!-tNh-U(k}6La>Z&JK_h%?IfGm-?+H2$u69VcpNsfb2=o}yk>cc&moeFG#cD0< zyfI!`UmzSSXVb4$m^3|3p}M-*u*dpZCslLQV$rCTbx_lJQ>zgu$l8EwOHkvsp9r=b z&SC#WI}`pmv=23%hTJ=db1}?LJ+a=jX*pc_{jg|3uCMCeZgs_g`=MqxxoW$OoqDHC zM>mm%z)en}@x?C?r2JgG`Pz@bxFX3hDnGY`py_Qst)zGRC7$?sm4uF8A2Yz`RiG5wg$_;S~IG0p) zrh=M);Ym|mv+RY?rxyaDYi7C(F%PG8?na1S6{&Gpk3JkLkt5lxO9frTk4L`|nG!pI zZ4vbPx@mlxIBA)#{Vi6j`ohX46D%E}+@{@`S$G3t`{?9`G`sKOl@nDt)SINOycPZM zdVM3%%R}*UbNj_3vp_s&77i|-6YbfJ-H#(Na@i7G4H~l8;f7|c&6Q|GL9NeFtt8rB zL*!_U(0&|seMA>v%+JlB7A%59b=Jl&iEr~ziM-e#WDm?@0K2-+f_FdmBgD#AM)u`Y zebJ@T$=C3iC8fH)ps%b?BOxz!+Y%e_orRJ3z4ziOPc_%;NMm;X!0DE|B*GK@P@Tu0p%wp$W5Ck|5-}EW=%yZ>7<#Xs68_ZU$QSc3S$TFgqJPjSFA56#bA@ zm)KVD?ZfOL9Xj=9r|P8VoZK@Wj748FnXH7uX_sjwU(|wc162NzHQD0r zewD{_#Wtw+B+^Hp?L5~wCzVsZjz%ej!#663ukX3%B0moq_}7Z4I!`b65U{g4?Xvw^ z-srKc@f11}kFq;b0@sqUl7=&EFN)Oy0R3~SUhIK`o6MW*P={C6=*>k zOs>qYnwH`GwF`vjyzFya?z`AsZtoX-LQmg3yRtn9w|FtUjeB;At}n?%(3@qQpepOJ zC8`DzfAUZWxy<1onEEV8&4`_d3+Q1QQ7fFIqZsjG}Ptyns&3yTz@AK3aEbL^(bsrq7hR)KMPAY z-0CSR3A4Zv=vMWT#Cz!}9e28fzrYW1m;dw!rzl zZo2HZsB3FtvFtZ$!S<_5Q^Uju*2A%AfCSX_&gyp6hh`m~toP`Lt)9mGXE8_aod(N# z)t7tIER0?*M%N!FrUt1$C04r-kC2o$^In!130NKwK!7$gA`G;=`wHaH3G!kdr3VJD zY#O)`xU9U*nBW=cY%6-XH9p{8Kn#cwlFGXrN?5U`&F+73s5@`-4l~2cvi5hql&0|- zUkZt0Dsx!`5Nrq>o+OaRz#rYS0IM;~3)So+WDulrAGKN%g_=>Zb$=+&*>#)5oio^h z^JQ;8y1Ln$%t@7#0J=v+7MH2oU+voa#CvjK{4Rpne{&;gnch5?X9x@I`w&iRl4ZCd zUDMfWU2TYFZ<%mfIDC&^2Rl9Nyz%l1k5vB=d+8Y+)mMxDwM@V4Yy`S<(XmSQC}RL& zcJpGS^TzyJ4o?H_AtdApr&-Tz0NV0OMnwXVXWxh_fw~+hOuhDE1^*S--O z*FzFJAtwjxH8-_Ncs;7~@|^z!ezZGY2okB21fm9 zXKz1ynHqN-dm=9X+Yqm79vfx7&we8h_Al@E{zoxxk~mB)Gc;+_5*Te!dqHu1%}Zgv zg#VtCRSGhK7Qi`qvAJzlgb*S!mVyo7GeCOQKeR_)6%i$RyLH!K&$4;8f7J~b|A>DV zkqT|WtM4A(kw|r4V)eET_!W>k-@gktgQ~I9_32&CaNMiSlY71S3u5tVxK>;cZT9?j zW#m6uyt+a8W!wzUL{xK|m$EIHA>Fy3Pwv@y3-!5@`pEZAf1fR)noZXg#;4jY>aVzC zOT2S!VfJZi?yH2{pHa1(mW|&ZT~3c>gmecs7> z-o3wA-vN0j(il;MG&`Wtbp>~Yp;AbYX7q{^o#N>jJDSbcmsY%ORrv%THgt<$?|xU- zD~vD5)r6J3^PMQ^cWhsp?nN@#0{g(v$Eh6*@jfM!!~RP06TrLpu94`C7BqC^f)eE9 z6FgXK_IVuT?d;3%sC%;<6%B58)mMkuJ^af3R5vG-EIyWCsmEDbJqtgot0G5Sl9K-zK}G%Xf6CU%h)8c+^^^wFT?iq z_T^js<`x!#0OnV_O9Vsdmv@T;UFGBDbXG2pGYbD)l|mZYO5gepk0~5qD@Gl)q2o=@ zU`fk?qop(4b{D^1<}_|H9<*NEzx{gdzpkq{Y%1}l`089U={bi}+lhidK0My{KiACB zef?zpLRniMYgYrEoT*@zuZ$Umj~IN%25UA+WZ8tYznpM`nSFK%lfg?eRC zT!BG~Da*3mfv(-_dD+ia`_^^VxV>;K(_$-1XzFt=dF6k9XEnQcb7+KMn-tHz@2A7R*A!R0;e?VW+ zaAJI0GFM^6_hz$qw*IY{)D&&!u04cx*HVN~iS5Q2b6tkwrz?#`@8|1QLH#hA%Xy6Y ziVLUXs~rQ8hF^?So^3R|X+N3Ppdz{!FBTpei#b2w-Wd`9xnwl{sI)7n*!qHOk>MmR z2Teu#_vK#YsP!Lk7O@xiGh7}B@h9}wX)CW$s2lwa&GN&W(?+!C6y-j&i9yc z^oAQgwVV1#i7fs(UoWg6K>4lgmuI+Yxy`+(K56tfWkkE`-DTHp_Jtq4n6Ish_AmAf zeXjjLy^L<@+65@vv7)0Pi>_&tPeCKdHt#F_ncoldh8e1zig*~xr!|6v_5T_w?E_q{LyxANv6Rao6EU}0?Irw6ivA2C+ zC}_jO$?ryH{&1AFylL%`lg}2};>{ixrLoti5Kt=df362*iK}<16Ax#L<4?W9VP)2p z>!{@RuYIXaqpg$r!#CVP-s`&I449$Oj|5FLh+b>Pwf5c*)xGE=)ePs0Q;L$9{2}wV z{$lKTJ0V80EE9CikYkH(s(rg&Yqe^2>PeUCvhoGJilkC2{F8~-;Yl|RZtS|uE@GxG z{^h7B^o~Qqw3NE39|{eO3a)dxx_h5sUBBsaujxdqHct%7Ka9`!^p#8-=3+<|@0F)Q zaoYx~A?E&c^1DwXu#E6RJA}y+|I=u>KHu?^Q8ggPkxb0|>eIu0+WQwXlMk)Wx|j@a zT&*c>%wF+-lPh0yFMYTadd9=&exOhWksc|g@{iMmi}?H5-G%7;jgryfp;~UV+ODqa zwM!AZ{uA>}*K-t7gtwPDMEX34_mW9&-iQ0Ca`a6nttP_EAGgffRB+Svqfs?dz^N2X z8H>t0DLvD5ojXR0ZB}^zpZ4;FVaUFY@4y?=0K;Rpshk6TR(e{b-`627uT@uD51e;f zZ2c)WO-_fI`jQQPrm|MDQdHN0>?)-)*X{0QF0*b8{h2-$##GDm)m5P{lIbb+LGH6b zuf=7Sd9n_f82?_p%-MF-%W&EGV%Jw&AJqfKaSSmX_x5JGvz-?ev$*;M=C&rAxf(v?&g$u|yzJ#1YIoU73AXpf^_|iYt2m0GbZL0~l45-)xd`LF z8Y8vPp@i^2tLQ+)u$A*(^y`&s;27g{DLMVjO^`pxpcN5`;RlHn%foY9TBE1Mcm?! zKs{i-g@ZJ+EkvEETSEt!#oHt4TEEY?_pisP@LIjky9I~4i0e(&?SJs>S3RJ3AE4|1 z_MGOJQ1p0T-$@C74wveVDocYIP=kEU5lZdFun0%(qo}d8veSDN;OJ=FYw7Cdcv_9` zxziTRrAFEGk3?yEm>dr9#;GRXh_WIGf*j6c2#w?guyh&g!!aU4N}oNG7|{B|rFVM) zzH3n(4+}nuEth<))@Q87h6(OC$Wre$Exh@jSX4hR_eQ567Ppg;PKR1 zC#j;c^(^rSoRx;(Y?Q zjq;<~0!Sk9Y>$)A{FN~+)yRm=v&)Na^uhvZ5tW4IgYfyaYE|)D`Np~^$=t_{oF3Lp@=z^)OOr?My|0t6hI)hMs6<;WyIpZi}xZ(KRb{tRvF85NbB%TTnX zQ=R8?fBY=V2lDyQ^q*SW`>}R>XnO?syIcoViheOR2-lDK52d)^#{h-^bN1$@F8`Z( z$q}%Lt)sO3EUbNutcZ8%W%v}1fypj~%uD@Ou(t1at_2b`vOYtyo$s4x98PExzNUBH zVgqWzt|ihw{mpj+oUGC<>^)XO3;kXPi6i>rc@ny|tN;fmMxLqi#S{Z3`#dW@>C4o(b=mRARD^w`>)w@YWrWOV(v!_cdQ>?X;V zVY&}us;Is?!0`l{|Ad!v0GN|(vEB{T_)=f*53dT!RLr9Y{nkzyiB2e$d9a6ERw4gp zSY^%Awzy~WtdX`kWexGF`s<^LOr`Yc?9cj4519T|79VDodfyVF!$@!;J%+hK;;Y)J zRJ}QK9MZ0*U;giTrv+<sv+#)z~)@Vblaan!6=?D}LYE zHOkgfU2Yh29ZA*}QPo&%z#O~^2vpb5>4xt_@mCIoJEb`|;JYagcMh{HEz$Poakfm7 zt;1+%8@*t)0R$0cSkS#kGe{3HkY%+V41qY z_#R0->#QG`;op zp7(q^%YjiLs~#3FyW!L4m&~wf_H-PXkD;-#Sl7$Ffkh9d-3VspLUEuXFB)vGG-=_( zbOP!e`W)0p(#|!Cc7zYth~fJqu4V?6|BtP=j*9a8!oE>NlvDv}uxKgiRuE7cDe07< zyKAJSRk{VFTe=&hK{|(=A%>2D8D@BI^!t0B^{(}-n41oR%AV&A^u{WeT5qPj+zN4(l6>=C zC|UVsX|@1qpKa!w-Pdu+41ovv_xVLAgn{E?gl3V+ZOuyMq?C z{QbjG#z?~X17|t?+3HgPWfv(}M&0z$hm%{918H%=SQ;6}+>nS4^dHwd6oV(F5E0#g2MJhWr6T%OAvZ9)Uc;9FoxxaN1MueV=_wV%C(~yO`OV2kzkEpeI zWP+PUvvgp5*`HdCQx@xd*(VOP2l6vfSYV6#WM}%ugl)u2MLK8CGfSXl{4)}cYYki& zSe`PX;y&*@)B`Bt55q%bY_Cz%bhWiH%NYZ2D@9bDT3F&fwao`)@kb;Mvkg%V)Lodm z;H+O+D}(JuMZOpLi_|#+83*8m?jyLr5+o?hJYB%UMZA}3o$4!zAnzW3KM(yUUmgLw zFykH6MZbjm$&nfx%kL}`ulje3D^*~Kl$v1>``*($G9jM2X#v6^4Bc{>+}GOIY06@A z9Sv%Wiw-_k)TkrDG5YmCZTwaHXf>8!J$(d1nPLwZ?K&IO^n@g2hqx}=*l(4k?NMr^ zXHE-3mn0f<5=q#^CO1T8=g7?6-tWWs^uTZP1%5IW!+AVyWPv+xS+IUQf6(_y?YFbJ zy=-~X=Lul|X?N$*qSunNU7bBSKgTqMd2@Kb*cA^kaX`7-v;RO;642Bw!hzR^!hp&X-_hN|zE;3Lr-Yls+O6yp zQeR#W;m_89IieN-c!>IRVo$mDv_2eusns2NdK(FEY#k!Ar zY92ffJoT^w0~Y91q9Yh_0hyd|_LlB|*#8Dwv$(NfMI z%5l`GiHH%O9=W#N$DMdxxzMrNIpnZMF_*8ZeD{_SA0V9@eSP(NRUT*39l?J|ih!4tdC zD%#>Af6(n5#=pCDG|rzx!BRevnO|Oep_Zot`8M{)brrzh8QRHZ?@izxkr8216sr7v zO(IY|6pb@ue{eMse(*+U}2J{f9I zI`rqapY4fUoR_P|-`Fc+wg!WxKM{=-IdeA&I**BnJ@kVK@w(N9T=rHidD!5&DXt=e z8(I<+=;l{pLptPIql)UDsf{qa(7w)dAQin6&{o}fRCg+T8G zbHsc0%ypq2xn~FH54J))*fWJ&8&>D$p)eu7JkQ?NMKyIYn|1s>+|sm6D%R09o4dsa z4WF5=*M*R&p|{<0Cwn@}UuFSwW-m~)eWk~7OyH$g4_3okI4hn%$Qn=^Io_EVBebpz zAGBi+p`belRTZ#CrdUXn7gA*!IMLCIVQ8RBjbYXY3sTC=(Zjxny9=X*VzCPu)~k6u zMOcDk)bH<}H)a8k7vRjCZ|wF@(p67d*R?{5@VwHhNe+4))#?RE^V|76ZO@M$>pL8yj0k&z_bIQsqr?aQ!QQ%MjlSfG=pCkgs8pn&f6HKHvVJ|=$-suLDcjdGJ%T*7OOIWTT-7-dO*h85G?)Ac_;-7WZzT`LjSpGxy=}lN*?$o-?wOD`0<{|!hi`YY& z6v<+Vk?%V+Y+Io$l+Ww66xvtK+}(q=dl+|KEWJzu&k;ZkUPYDerd}X@MFh9&AL;eQ zJN$XSISE}TIMW#4vS-luM6L{>-dWI%!nbq!JfZ=`SXWa6tvfAV)5?lL4cV(gShiJsYv zloogLDgqthVH;=lQN&>Wk=}wteIZ7dMgR8A9#?yHU1VGg2$JR6d28 z55D5PO}Dfx@0yX`6XtlAxOHkcwe%?|POG~gJDn_)Iy+S-P#p=6LzT2CBcBUjcJ*-x ziZK%v68)1U8;b4cxr)~O1dB~INzN3hZ!E6`4|7SHpbkwW^R(FQi6_1yjl5}eq}m0~ z{`{Z*tuEOz{3#qUXWe!8)Jiuu5^&+iu7vshRbNQa41 z&SvLt%T6!gYFzx^tm)|Cz`{<`mA zIL}Il6HH~#keS>T5T$sl5!(?nHKsiHIS;^LTwmL8@h*U2SEvbQ8vo zytZL(*3vj6-8gppx4V9ud}NV2iH?4Jvtv~IC%mTCSjJ13c^N-~E&KB=o393r+S6T8 zzKY(%xjyaJPogQqlWP$f|2)n$6)r;TfR+a_6lqn0Ecp ztAcKd9k!!B9T4hpwJo}bttp=$*4>s_S{Y|gU%b{N&J=6-8q2DG8szGB)-9OJiU?mo zqq$RX*M>OUR;t)?0yYATlT6hk*;w=Fq_|5O;M`r^;wEH4mMJ#7(L8OF{)KZYa3br? zrXmK`T{0CTbcP=^q2YcX0cMvzY7vz&$K1t{s}P%YxXk-HCMR_a8naqkOd91=?p#sG z*L@VfohZC`DaTa&m^8Ym0y0I`OV1}*IUu#j)qnslKX#YoPAMX&`7JQaO-=H`gNGkiuZ)<>%s!GHM)lO0#AJ-T=QDuD30|V64VJ+sEDQ$J zEyn53>Y{+ElUjpP!T^@&lc=xA^eVUAU&87zbc!cgcgF~DZh3&)fY;kIs11H&=-9%~ zT3#GI+&L=2p=HNb#VR@ud0h8Xcj%jvJJ-la*@KvatxYsj!Z+Z0D&pOtmyZ4-#M0(} z`5{TOPe|`aQ}rfejo71(``B914G^9gQI{e0!|3AE54v2f8q+B6=V?N=@UfQ^ zJin=*TiEW$L=znl7TdN4bXwaQ`ynNn_WT8DRd)k^{myli)7U4&0?en@y1Vtps>@?( z7l9S!oFV#Z1?So@F=#eW6^+A_%n5pULjt@tq#ZBY&1F?d<@UIzYl4%s*G$4W(V$0P zlH*Wtnyo0OlW?nS$Jo{2gXzMgen=9(2sJhK#dB_R@;T22mftv4z2qL|K!Gam=7iKd zs*=-7$_oR&TXy(I{yhwu5k5`U%v-eUzNkT9be!ALuuF(;>;lGAimWajt*<%U$cqkC zCp*pB$5u*Bp*g8ApUGLQ#z5l^8+>k|Ef=Yn|(oZ>40o9q0%d+T2BQEI9a(Y~>T zxOrvqgGA_07A}`%;4~4hJCv~86AhzHzXdqEG@*GF6`hJe|45 z5UlhLLFGO8`Z{=_Yi8tNr143+74f`+?@2^Sfqud<&(c_-z2CP4BM}YH8`FkRaY}{s z3oF%XQuJto-^0PfF+UZK904pq0#rKLcsOP3RT=v5?eq@(}n|)ikILg)!xx*=IYkw+G1=MW~;LU>)43>};a#v`~Bg zghxKj<*rN7v23X8oXdr2+$Fpkl@o`gDF{nO*xne{6bEf!Vo#!Y;!M2}loGT5M+zP) zrNVjIFFNtfSlmn9Fp5Sj{W{Ly&5uOlTPqj-z}CujQR9SyrM<(Eo#TB3eS~`3o$obz zBBfRI3`m>sN%?Y3gz{1Wy%yh4tXMez@nUsHTUl;Kr@a-_JwwHAWgMgSgu2^sN=3!(G86-tN<`;52Cb}`1|6_;Wb#9v? z;UO6r7mp_ChEsE~x&Ah(XM#W20j-wVf0-7Ff^8zQil_j5hM!NU!E?^@ zYJbXZnXed2!@t3DSz>9dO0yS~^W(7l6T-=Ei87}M>e|)Kwd%hF9^F1$^zPu?+R_^U zDVM)ijjK+_vhtmN7G6~}0#epWlC3*)Fo}vOhSJXSpQ|plXB8T`XK&;i3O@V0!XZf* zyLT>FBvLn+(@qWj-FFMzyC3hD(9a%m&4?qvm7pdst!7WYY2^lE#*Gf?g6<3IG5>m^ z6Zt0Lzf;5UOY*k|OSH5!TZHS?g`{3KSDR5IjyMQ_4zZD<*W!4ov}Bj$gAVg05$043 z7F#l=n_o2q@ANt%= zT|lLcLYj~Wx2-Bn{Iq-x+S`9Zozj`(*V@D+=RQku`J_TfMNd5L>cj4BZ4KEPsygd| zf)#PnL7$w`ET#mtdtjg3&_^-pyUH(n@)&fci?wxNQ7hGjz%nv|(>dyaMa@_^P{yHI)|g9h(o_7%5{b0ix_PFnHMjy7S}QQrTY-BLWK%_q zzYo2f#Fj}GM1W{pVD=bUq}nFS=xIV^A^Y@b`1~h50hpYh!$^;4okVv$et44MerxdMCdPo1U5ZPgbtBbh0FKR@TO&hjz9W`OrlzQ3;};kRCJVs%`1^OZVI zX4+rRlclQnbEG^-(YTi)HuvFL#la#>7nkGUsW;J05&k77d{QB=#_C*d-|$kz%147` z!PlO*9f%FL z-g_23aG&q;hm{}=k)1fW(RDT9-h;}yj)aSH^SW9>>zv0?sm&GkM(PW@g*_aPHIYt5 zjR*LBVcnsU+a@vTlsz2ct<{fGUkR6F=xlAIX$QxlXl!ioR(=(y=_TSS33wdeqoDFN zPM`M?F=&!Y2Dy0DJ0&Ehi!}rzFc#2uJylYU%)QNG`3OPK&Q`?Is~Gc|2?51gL^5ws zI-uXZwdGLJ@RDp8O|{vHInJLE;lW(hhllCguqA0i?VUfq*?qG(rVH?ytrgJ|dA}@X zFXKFIPi5DV!sW&&d>hEas7n@>Qm@c!R`h*Zp8d{NqRuP9Gz(2_cbKOMzdVefKz2Fa zO>J5_>jg*x1CR~L=)tb6fW}C=Zh}R=c6>=IWelr*aE;L$jW?j#J&q`!786Fh(SKkw`*AlU_>la81T z!9JXrg5-My8n53>s3W_C+q_yS+3w*eeEN8p_wiP_Iqp=*MBd>wN7Abu$ zR37Q83Wmws@}5gu!XpmNt+76npP!KkC|DZ^O{XDI5ct|_`=CZiCSZdGp7n%D0*ytg zybdIk+_U0{UUc??s&P2u*O-xDYS9?kc}hV~9ltiJw3w(c35JK5_J z%MCoo%nsTS49DryV8G&1mtMWn#wiicN~15gm-AFm7pMoTG4*6jeglqaxx$%|=zVBf zMpF-@^Dsz|D#mHS+Wl}2j3%cCuklM(GGnzZ)Qjb>&%u4K4%aMSrmEfx4={IkTnInF z-k@30z2z}H=A$sBL=e@|@^JYYM*DUx8M4l5A03a$J8L5zX-a61YI4Hc@4!Rai|i(B zct(rbf7VR|i)gnPLax@5BItAi*h$IvX~cGyc}sx{vtD8-4-`#fyCEX{y9ac-+1ZAb zwS!TNf1hi;cMcMd6{mns?e5I5ZcjMx^MYve_4^ye&19j63f&6>+tNZIt+2I~+1_R8 zf8{(kU7qD@L98Q+@N9>fCRkKa67FyJxr<3kK2v&?Ti9grn83l$k1JR>KX~OtJatL5@7)sXoacEYtRB9|UnX9blvL)7vR1CjuM2kg`Sn^5 zEeg;xm*?Q2$?B9nSx%zKfc%3mw^yu0H4yJN^IOnLl=sE z(dBtQ>Fv$KN*v}~3+eeJ$QysTnNz%}dpEn9sQaT{`aGV`2I#Ci+F%~dZTInmxme=2 zOLM&!c0bW2{$|pR+04x0WNX+ivhBOI43AYd+;T=u>CrSIjn8bX@EtMmXX*?gc|S8^ zq|`hikJt+KiTjR(d3jx#BlSNfbh$q)I3`?rjkH3$*PqoG=A=qx9t5^wC=EYe-G?S} ztTBKapZ|1HF+)qLeve-c+~c+X%Nxv*lfA$`B!kd4Zs)h}vfm0{avMqB{?VCuIofx; zlY0R-xT<`8PNF!(d^ItR+i(+#XvYoj5rcnu$7bs>p}{mhH_PeIHKaQY+tIBLbe+GE4FBJXd~W&S>Z zd~4zOOYm8+i7>Ep4y-j-Ki>=b{q}!*H{)vommS2+#H%q$4Fj^l{FkzTJ0}(TRU%hd zL@g<`*kNcT0AjNyKUmygVtgN{mhhJ0VcL^qra=hcTe4gtSzCka>Eli8-ns!hExdeL zcy!##@QK&uq5(a}-|A^V7{e>t0o!eRFJHlTc@e5pRPQptaAm%$pA)@AW3h<@`#cKW zyV1$-OhB<7OviTgFI76^g&%|3w^t#QQAO zwvo9zxZ|u-FaqWK5Gy6}GEQ=rMp5y(_MClm%dGKFo_u7< z`mD{+%gUpUST+X>se>5Hl>UM3MB1J{ zYKhJ6&tKF`<`U9)v4*t&c?Vh3YGtQ?v}Be#tfByuy%uioukjpWKC37dYsabL0gqf? zE+Tq~_Cu9Y1chS`yi($wIo_e?jEu^O%01}4mTn3`G9HfXR!`ua-HMt4WZEF*qk|D+ z%r|SM&uJoejdVh_Cc6=Gl{)+>VF$e{*K1^;FeQU;|jLU zhuVJ3bqZ|3)Y8Wus#7}Gq}AKw@M#a7n<`3-H2O80LEge6s!no$|NcBa^J{{K- z(-JdIuWKYs7-gl@_yjIU&U^0+j!OyXe)ic6%gZ9uxxz#w-|A{LtJ3(#EIcXiz3da2 z%Zl)m7BOR*B1uzlT$0@w$)t9}55Y|p@KR;MF5PvK>#Xsp$j7CdD*Mw^iM*#VSYVJ| znCSVScNPmPxN*yE8Fj(bE4o}3{bUoz?pWWnoO6aSo&E~--YbW;Buyk@lTTi))tR_$ zs{cItfuVR)0&ryUN*n7`^6X^}s_+IO&bLj)VehJvJI+T%Mc_U26spVO#*JA#=>6C} zy|>&@*0CXsdH`-&|BhIiHql;O(dM4hKh!|~4 za3+a>#<<)#5J1KQ)Vz;5exC{L1Nox%#8@0HJdRau<|5dGDBhd@7ZKnlx>>`NHiOtl zi`cwp0+q-PM1?sDG9hj!_l*t6$^g#8NV0|?)OlV#xcG6rHd_r@Ja)^&*6X2L!1hTu z_eZSkq@2a!cwIjK2*a?M#5}7JEMjQ2TA1#8<>31~Q~P?@5f@>EQ-ymqJSos7xP}{M z%7SOXPnwV0qxEHt{q50)f7hpBm{L>T$2X2%EFA2{m+(Jn0jLa>v?jwn3dAMo*h~Ja zR%#%Y%N<2)Zpo0dQLhv?WI6xl$8oXmmLHF5i?plya6w7MDQDK~M-r)gi9l^fI`Q^> zvusvUN4bH8qR>Y5GjfefB50zwVAepNHqUXag!OjJF}U2_L8j;O>L>uBvRwa_&CXSX#tCE^0)F*4gJFRFlk+1`Q+87l#SU_5a^G|FqXOrcDMg7!I!L-^MCVZ`BVcGR#;yu4e3EQSj{Oj73Y{OwQAmS5>IwhK4NvhB>bR9T<<<0_bIpw&&AM==~ z?he94^5^k?oD9u&$Vl~dGCylQJ%BK$Y7J+^G`sySx&`>#15E-)J)3-2=ehh!WoO5i zJkF^a;vY=ygNl4`siv=Xbus7{5HIv|TvtDY!6ANGs`KVbe>5AfkDZ|elcwh(QSGd9 zP%zL2=CKwC(d1wYoEmr~$#T2tbwqx&I3kuUb3E00zE0=^+s1x_@uCL*Z0)~ZoG@H7-u0-kMv zm5vdsh!81Hj{oqDSo1f&rmh4j&JtIFy_fjhGWzEqwR%TIY(z7Nh+kv1>Ke)E*Rbtw z+B&UFe{GCGq#fv*GXANJ=o2=aN~q0wyEZEG;BR(Dzb8Q zNHY3NA5B>gXZ46sfjh0gzj<~|UYhd~7+=mrfbj$f_Q zU7qlCfSY_-cBFXmkuEem`!ij{2gvcG(xWq6Uq6iuW9ND`b1-OTjARuXaj=?&7+tM5 z?mz{mHq9+QHdD-K?NGhNi)2pkGe08wp ztjrPl?oLZec18AiWSsAQtDD;|@9v?_LZS496~C0CC}Fzxva);3cvS-*49o4duFlUu z9_FKT;-2%4LXhqq!k%OUxZGUrKQ{A>8zdLqH+7=v#2o1T8F)}P!zsx>8JvD)>kwsnfpcY~}_&-MC8t5}s{$>iS*q56jB& zdk0QN1?2Mmzc$mioCN=bO846UFKW6!K^?Am_!4-YJ-HPGYdB&kp9c&a0dZS?zvDG* z^`(}e8$@D30K&6s>aRi840K?|`9)vlb2z(r@5{KlkYLU=l?O)k+~U0rcFhd7yA5IQ zvXb7YfqC{bQ+An5spE>OYAV&(ssfzGEr_*x)=5*1wgCS?V4h?1nuE z1IT}erTx~8^3v#A4tl{%p4eGD52%qoq`P@DBj>Msf6Q2_U832h-BD^0;z4<4ZE2IF z@yhH-6)3HGl=de&^Y}bBu8&pD0NtU}$u!fJh$3DbY9Q9@KW$3*S>5O3rp%d@B);>N zX=c+AsMlYsE7Ms6r-!nEgT2l*3gXZ zG#JJ7w}(i3SG9g0HAUUl_1pNHO-@@f&@b9|QQqgir9>RgSTkX=_CKrpnXHDVhR_~N zQ@(c*b`DG3!tY^ndlnv^$2v(S+;>)S@#S^BR7=FQ&ry|2NE4GA-SZphm}S*OUEmV_ z93_KuQO<`uJ4L1>RPO&}L@Pnd@#M?S*$HUVdAeFOk1PtUBVeA)Sx(JpU8jwYO)&9R z%}5qxF~oJXp+gT)t@pc)K%g(mSGEG)jnAfunH-eumcMACp0k8^B11572+-K%GbW`4 zibRJnA3oBF%S-3sMf5MS+O~@FObI)i^}b!I2Cy3LYEsAgg7=r?Fzv%UrG?jVhT;%O z;H5@at&M~ot!iL<%9GQrQ@v6lbkVt{Y$g`Z`4V#{+T{eTFk$sn@S=rlc%z&rcux`Y zShF1M@Ty(HTIQ);lZ=7@5LBzJ#^F+oT~v3DBLhIFJXgcMv=Y3_Zexy2$ES9( z=cA7GAIhT&g?zwF>Dd6l!L;WQ>(2alC2~^Kmz8JtTU&$1pL>BR-^O9Nkz z$X?7@lVo0s{mJCKAOj%p@4tq#SgzKNEpv2w8unPlLxpW5;&auGFDCzl$N8c<9hZS_ zsq6a(rv|jEqy|z5f&DODqGh^c-nIqHgO;ikLqV@Q(H<*;`Xg>$4{{?u^g6-f3D@^I zk7VVC(^nMD+cu1vjB14S^(u2F4=i#^V%`7;gk>En=Ptc)LjYS$)#LA^4YoG6#7B#* zw>Z+&x)aWy97q&C3VlVIrnMndf7vX|dQ4N2Cc&G%65o5vK$NTfeU11?iow@K%=#u| zqc>O}JG#C^UF8yfl)2J3*p~bYy@`#jiPJc2Ck8vzL?>x?op;#Y*wc;1=(+H2LMl{t z^`&W?N6BdRnC-grpta+?`c5jpf>p5(DO){w>sTW4z&Kp85_H_gCM14oMrZRVhT&!} zawO$>0SpC7#+h(ht{c#G+){e`B~0a~erpmoe^4z?3|03p#9AR-;WWt8A{%U5Ex3&-j z`7%%y@aXIGvBm24?*p)9s_h%4vZKm!0ZDmqz4Xv`?e)uW}}ZhEe}f z%N7psTbL~H_-vQx-2Nu0<^*4?@KXlF>RwB=5U zgfkL;rb^}9soSkA7DqkJ#cR%2I|ISEzRj*pC_!%-Ojb))PQf&UI6S~EshiLlUPfrz z&nYd`2@1!%SqvJhJj;MKT^*RR3NKyHNn4F+?MV5V#>C;bsC6o~Txwy!*9K%T)y+~P zz_f^rAqK*wlx4)hzkjEPnn)1n&vdKGhH(6AlfJP{m`x2uc&-dc9ADZ7*xBO81 z$jE^{a!0hHff|V9d~cuwEPDg*o!MJpby#WbgZ!yW8F8E>Mvl-ZmS8E{gAaCV7H(sv zrmadO*8ZWl0VPhz+sm)l7h-Y$RsLk~g1CPLpXzv7As)Zt=4->C%S}2e@2*9R3AN+W zPXUTg?plJdLkyfUn57LNte&7)6L2+=53Tyy+lRW)I}a>iRnjn?cP1j;6r4B@XUxb;0e7(9hU}v~Vy8D}dE*XS^d$$+s(Dr)Q-AqiIX?JtW zo3(nI9jC~nPjs9=$6EWc#2<7NL=To_D^&;Ze{jk*j4CPmrOd&xiV|AR>MeVYDH?Eo0S+fG@mp1YwcX=i`>5a3bebb< zG={;o*&kt|Cc00o#>U9ZjDtZ#>r(=!l}&6zxXN_2e)hJ+ufU?WDlB#IXR0!9J1f|(`G0JeG2x2W?uXbJNP9`Z_#!4N>FJq~1i5z1; z-!2yWAHO9FTv6WyE4^B(k7nv-F2Y-uY%q8fEAu~1%E>t80ik~uP^zhJ)y7;@COhMw zt)?KKO_CDeSOHuBP?HYkeTXwxI(N^oS_#Zo=g$4jw|eNOzwVrdTA6)nS+?Ud1#egl zcGM7WCIL1&tt&^|wpJ6WstFCpRK{7FjX!U&q?9?-@AZ^uUWaEN0;@?<9CG^vc24ME zRZ5&HC-()DsHoqJy2yHn5B%b%`+g%C8Ka|y7N0IBMa>f%nVs_8o?QUg;c*(3JZ{t7 zq&z+~zp;w*?PMF9;R_&cBiqpSSq2)d-}fgWC1A(yi7RD8mC{v#U$&#O0nM?L_G5 z;@p*m{_}2v&f*yhH%Y{yO2#-@!G!__&`mZV)c> zw}#+O`u5~)z>Ua&_x}(X@?X-s7hi3=v%fE_r?-1HLm?Tt)-U^>M_B1g*!NFQ{)&o{ zkv+U6)LbDWwY69hSF+fg`@6Ia6ZOQXgAfD1(;@MY^8CHSK4!$6rzKc|9sO*{sO3DUuCjSW7SHxYTiY zEDjOCPQPDoS5%tP@*SmxiKa5t7&sR;B)nJAQEmNIqRSu6?aA|ug zyPtVN9#(mm@g?sSwvmHB`~ZA}C@0)Z{}tYB~n5Wj%ZPoUADi-zY9t!~!$ zQEc+-5DgwqO0<;5d)>Vy`jJu*|GunB6B%g3VeBW5Vhm}XP%A<}^=N-goetfu*BrLq z2xkQ;4bt5UJoAbvrqFp?Q76!OS%r7&qso3>ZToxs6zy%-U?rEXpG)-5i&C$g-RS{@ zGsbrN1657ElR9X8O(l)OIa)=yxFtCMpq*0}HT*YHgPgXmFEONF2QGVIsCDuKC_J!aiq{y^DZPiTaya0wQ6%j9Ez|XnU8#IUZ}kQsZhGk^(*HRaUYTSTrG(em`>RHpkcMG(w8SUvr_Y7ke*|jDevTHM4J^RC1nMI(GMPUIR$i&aVyG zb~vvRH452wSuS1%({nkS>m$=i$%e)S%B=8ZMi>2z8gqzY`O-h+iv8><8-Q@G3 zYAdxzG7(cBmdaSwH-rRDy>4|BC;>{C# zd1;}|L1T?yx}L7d!?4>xq;r9kY#eB854!UAf!Zf4ufBe&hEUF}V2#-xbh>9D%cT(O zFw`Dfpa7YtGx75bsXeo=IwM4jHrIq&lgD#e&!Xymyl&ao-jNAL0N6r%9?Q!zx)gHy zFOsJ*ZI|LaZ0c>OIH>#W9t0vg9d&R`d{#E(itzO!i;qPHEzZ9gqqL^?%`Z;_ zx)I`4uQCIF89()UVRtxrPRF79@zq)b85g17uhuX?L6i=Y&1Ij>n6N~=^$NZ13}E*4 zHnH?}b$6UZGW8H5%>M-=xcQ}EUtJ|1k^E{lX8|l4AWv#3qC+^+YzX9sxzf@FvxQoi zQ{I-WjeWIG_y;Z~Q*7%tyW?cr*y1}Nt2?N@~RV}h95$D2*f%B%Xx9?9h9EF24GcL&=;X( z^KsY~eG_u)un(Y6xHft&A8`svrN26Qv`N<4rW<6e9 zMJMG;zRey+pGk_E0br7m-ad&DK%p$vxZjB=elE49uD_O2j%l2kfjnBl5Q`1(G>w{K z2DU9nQLCk5G+L{*0jQwY>hxy~U`tzUiFyyJl%kawB6hj3?YnJ0tvE|ToE+uQ+ClR% zlIZncEP{N&#WHsxA8n7(57YN(pK>G_-tE1^+Und~P8qg4#Nq0UNvi~P6C>(|(?zc| znKI>?es?29m+O9}p~W7`iMlmPwFuFBd&IXYYW#Lr#N@ih*NGy~q&&mh#UDY=<6by5BY7Jr8Ms#gDT$1gfSRN)XX+&O;W&rf zo+y--A`h0P6FC`Zq0Hp5OPYos-AVL4mAK>s{^hDRe1fG4ifk-A2_e|y<+BLqL(M!* zPnd?M_GPN`EKl**yoXgiYGxJ?+X+(EV|epC?_^`!FnvxXXQ%bB)Pk3!Ft^y*nOH?b zL_vn`yG3Zs(K;yAlJ3juq>*ZHD5QB(Y4LX&1+2-&=eQcLOi!Jk)!03+u!Q4$Ha31M zFhVeoRB(2J_U?j;1Kot8&fSvB1MyIqWPzHUv8lslff0oD8(got(u8E{-;+l-)jYd+3|-z85Z2l zlK@XSmU!RDP&oX&>_vAa~-KeN(z+tfCY-j%mSG!zOIk5?dqkc;k8Wt8+YR77elYvJ9_;8 zsxuu!K1BHyEin2)Q~|^o{Vx2rU1s$ld1#zTis>nW^lyQ?_R%cm!Tq0vzkxL`wY~LN z)2q^wm0zP{(v*@d%+Q+3$UMwj-L=dzB@J_;r7c|Zd7&CBlzBav^J60|P!YRji( zZZxcGz7ZR~b&orzyQj;WZawczAb)78%t7mTkPKoBWMVwFKWBcZlSA|>ogeIh`U6aW zkW)VoAvW-s%;j>hp8OfQ9N`-D8AD-yMRF{J!M^y|a#La4;8-kHSt8 zQ}rRU%Wz(3!2J9bhdy@+J(``$n#p3GzKjt}Ts>JgZS)sYobgv=zg2Xy2e`6KnPNHf z$bGZI*109xJT{7aAA1Re-sNmkc_E5T{$dLkrkW1>Avk^?sF>+|ic_tls~&p?xo$;J zsQ*Oiy&5A76wnRKX=Un?b`8At@!>SoRqd;dev+@u_Ka#~`~LRiV_|@vR_CihbtTkd zsp0GUK(o^I8Y<%Q-OrqS;uB*s66!7Un6>*9MH^aDPhg}+LnCzIVr~hO(FCiZHdg06 zb&G)$c{iZs!F`^lp;$i{L1zC1ZpP*n-;B9W^eV<*NBYDz zehi(6Nzka$)B!Jt_<{gY0}#|fLnBXwPRO!movxMs_NFuuLq-za6Py-gp_z7DlLEFs z7{+Ac>jD5nH+Rh-G83?4_eB>$PotgwHv;FI(o4J}xJGBH?%j(6@E$gapVypAxR_>r zjj$gtIaneJ_HwMLR|xGIo=yk!9z<_x5bVBk+ZkGPR1mCH}FD^_N{GX5*8YlSZbz>vBQLz;dgO;Y--97RhC#b;=_;pWKkp|Xa~@6_yb}kp2evE`cD`m&Y|Ob>=micTjW7!jUs%JhJS0a9RlX9pP8AGW5y zXTpxRaenf=`p1>RV2hSHuaQHDZ4{~_y1NN{`S}!ffL?wgu z1`q<^$ZMZ%dA-XE*U4pHDr>5YpJm;F*>fL1?3x-UN5rWf<2p{TsySp98qdDxDTBft|KTANS1ESeizzexIkAE-_t`tC0H-fzIjk2lmx>N@oP& zEw2<~L+e}~3MgbOFQxL|ta*asu(J4&rCPG#zPY^aSAc~iZU+0wIS_LJgr|1Gj%Vua zwgz(|*f58Qc~~kyoGkO@Gp}RjfZ3tTNJf5%ioljL#r{#dG}-?7Z1C95T;kCtL*~GR zGfwc0eNCAL4A*Szh1J`mAQ!#JKA}Bw>ich<@h2h{`EA151l-J$l&?`*^B%=~Uq6~T z1Gr#II9Uw{2u{9=_zM`UrN2qUiI=3AS`;UhE^F&vkosSooBKEKo0#$WDdkUoP^&F$ zv8QgXAs#uFpOx9mpOc2g9wd1bBUBUsSgUV_W0|YH+U`LQVQjfrZK7&YB|;0Tu` zp<5n8;~H6xBd0R-Zi(GMe)3k$@Ets!;_jZ5rIKRO}@|E>(Ku-B==Zda4%Y4O<|-P`@Pms18D7puv$i5g6>c@Pb; zamuu};0O)_G2A0axg13-EUDjb%Tl`Y9x~E8q|v_z^R?d^mFdJRzw3=A0Th^8f99$` zE`+mFlqPcDNMz@Ce1dHvA{pcB?)7lkp8SP?UvZm0yhlj0Kk)#F$@0oZ8Iv3s5ebB= zFGbXSdr9&y-gmp?E9c|YVc+!bU+U+WqfPVuh1r3*s&GJ}1~6a8^Yah@(WaZ2Bwy7U zmecG=9%WD$&U&{Hh{G(m+6z6%)nX`3W`sHD?fao`Xy*jPCXdT+Moqyi!q}C`DVXm%kAd%+~)$girw!lhhFji{w?7y+Y-Oi9Dqo% z7&!l+jO3vCR{thLO`du&aBB65uS2GX?LSraiaTq`&|v} zd=MNRl=Sx1$v;f!-b9eaJ%V)UDNk+pmYoYHqSFvnGMousmNQ}IquDnxBvXVYjqicc z9*~yB&iuqF2dBL){>{Mu%tPY zv-)hlzR~EzMT~*Uct7bS<|xVSgslKg<^>IvTEr`N=|hc;$Na<)&e5zt55J6$kr>N3 zB7qW_TbKgKJRhefZ}a+G1nO21_t?! zEJoxXPa_%E{y(P90;sCCd;2N^5`s!fib1DzDzbV@4ojhau7}-H(Tj7;xBR>E{3lR*#$uR;%aDt4F+ULl6j2x`BS;T*rp6qB)gYR zXk=^DBqrnK(mR_NP)Yohrb}UcVgQwmp%I;+JLarJQCC`iqq$s_O3Zg&e$k7-#{GS} zfadts*sAI-devn`n%QvDIo!p>gi31HetjkIp67*#-Nw z5R5{7>5R1^Ep2wi4=4CaGU9a`23l^lIRh41cnw2-d0QKjl{2p!dgb0VwIV7CqMpOu zuK9LPK7^Wshkl1|{l|-0=l_ThU&vt9BegIy126rX)6mdQ-LRYD^Z*aeiv9Ua=bb8J zMsl9=pxEcM=Jy$6G^Iev(9nbK!4#+Z3ZL+#b-%bH@n9U{y;fR*r{Ri<^2CJMY&;NsB~)D9PDAxovl7K>3yK-K2L@hWcSiPzet!PRG|^5|0DXf zQ)ZeO0M^oKn$RZKUYss}5MKWjqYS69v*2sA z@qX9)FdpwhU~C}zWE$v{v2S*k`uwq=A+T83QFq<*O*c!Znf#ww}Elut}`zNqAkYn%Qu}jtD0*z{R-do zg`g41*Dw<`!yjvW-|2vKJ6r>~IWy|LITJfBZp~j&;$&Unm-N*Z(;`I?J^4uOB{8 zd34(d+d)J?XTVzx9$;F?d0blP@tgm2`k)!_Or?lDw@q4?x&v)QU?n+@^ z6y>Vb%6cCO9m`{*9kHdr2_$zAgQan_D7!FN`rHTU&)WjxIi@sG8wpE@)!Le%e`|y--%H-n*0xNP;e% z-y`s{q1o8mLCN`MlPriFEu9z{a?rMs+Kv~L#+=prOh z=9^%{XjeSLdvq-#fWd$8u0hej_-in^;8ZWU?rsb70#w&jvaWJ8xaO0!-K0bHVf*m+ zYO5DMU%QT;5oF19$ui=9?RdQ7R-Smum_3g~rF>7N@%p#*o<;=u4DV6!sLJ`{g+J zS8n2}5jQG$B8Jz86}qLp{Dn*D|6NG+ggDZJuJiUg^PxdPRZZJZt)Rl;wf|1faM= zpDb{ts72p5BKwxiKlKNo8Lg1yC$Hu2_5bGi1{6mLe_}awbf*UMpQ=oxm+dje65h8e znt`1ar=izXdZD>{0Gao4)OE zCAol{9)D2NSViRcwJQ<0oz0Xx?DGW7s>0da9Msxx>xuJs&~$lf8JGEZ9@v4x3h(4; z`g6uu-4;c1!KAmzNVV|hLS54bDO7|eD%lv)%C6QnhU;Mgof)ub(H?tOSF0no(uVA$p|!tXPXB4U>D~PwRa*@rb1wNw zeJ1_C^{41UMZA9cPdqkMI}>f6y3dnh$F(3Fn<0N8OSQMJC|8`>cyE1K zQK2FLfzsdR8E4jRor#C-x12iOmZR+A_;6z8`QibhTLGG)hF95l{S>s&3HPUIeSnLcJ^`WYD22 zKX~k}G2n*r(us;cJafKke$tb9Ms2&gSH(7cQfw1A0;u?no0@C3N0{6wDrBz6)N+@nRh1n zFsn_yWoDPT&Eetwj!Q5tc|K(l(-W1$#2h0|SDr03{;a~Z9vUj92$^}upT+2gq>+OK4f zLht%sX)&;C+Tzo=%T$|{?`Cx5!hjMcd}$I#f@Xgl`1ZW^AsA4P+~6t3_-0Va4keAu zuezLsJb2+mwj5f(+_U*pels_%Yc9@tr`|^>zmPVoodL@#fzu5S+40&6V>gi_Djt^W z%Qk2B*Ad1Nl7^*y33e}7$}mYVp7MU-68YcLj|)=RbGm@`fT6te%;%a_ZqRfC11IQP zL5aWsaYtrTBQanQevp@7u1)8Ecb!Bg05QJ^nt*5F8S;hkYg1qyecDchBw1mXn3aY{fPZ%B@e<TI(GfkPE*TKkuhTXieKgl&wio{7K?+JX+b{UX>i!j3M9S2maRW>R@=9ZJx3! z@KWm0K9-?_H-9vXtq=(hh~p?%{qv&W$eXC~hY9Yx5nU2TOm)vFLtJmh&PON4N-KGL zr|o4WjOegOXS$eU^&&>CP?JUEyRPFlqg_|vzi4Z5>U~)fJO*tKf232V(CdX+5*vzSjM8}ctz$s;wg*jFhYyRvD76z5oqpEep24^X7%^2^ z>8b-NZUU1O{N~09^sWnZ^!>YXL^Jq`^W))}E3E8K2f(>w!%=2CdIZ5&IUgUx$sD$j zO@i7`_mk_GE&E5%QXhXz&ZsrrS&(saJva5Kt3&D z^d@wh1pyw?k?hnz^392>&}3k9fAfrU4Xr(5F3dOccNa1#%gl!NcPo}o*SpClYrQNhs}#IMaG*%1?QXW z>9o11bVlS=2Vr?}4sPABxQmuyTs6HUfTtKA>%2l|x}BbFAE8o8p+@)DOWCxuL_8Wy z0$=KV#t9FeX?x6?5#=t$dFCQazS>Jmd;=XcZSl?tH>*Wy|h& zp`;o)MM(#(ce!7z>Ngi;gRLF({i6bb(cSgc)3JUsJdT}hw8OIsvYbOw@b4aagZ4n7 z5HGX>OJpz-Giv&ItjguC_)6FYWGCE{?MOsTVLLUI*GJG?F41PSK$&%5ST8xk%%|^8 zzv4P=1~luF^ynFwC>)khR_zjA)eH>6zzhJ;&hDkjIH;9$8YPo_1R$6ERhA+5`LPz3 z^a2nhSn9_`l^c8k76nuc;ODkkGdMpI8fHma9qG6~y1lb3X)=~!i7f&Sdo3JYUK4a) zUY}uHuKWQPdf!Bfp|h?Uq^tcA4xOvsuUj4su?$l+vFy2li2i(G>8bVi#rU~P)Xz9= zCzXIl?P_P4!x*==%1fLZIyK#1XU};k#+V}RFdOcgK%k-f>&<{nRAmBdu1ssDI)(@) z{B>shs}FBTLQ?S`YBv);p3##bg9&}52h$uh5hr|QDBod;h=phZz6NKc=29c`W44O-Gft$WnAuKCA$J$xr5#aWbvRw@10=gh_CBTrhX zEv+5+{mn=6Ve(L%k-p(mmWADTUbnG?mzFs{JU%5Zb8iw~xY{bBR%){ZAA7jF>1%TG z@(5iWmBgmgElEc#q`&zPw2lI>IVEjw*fuyI;*&QA$52B&c6RY|s~&{iY6&2DTW!Bz z`G$EQ{iyRXk1vZkMgk4&aC+8j13j_rF+jAE9M&^Sv7WEeq*uCmZOpg$zs@3P=XVeP z`u7|s)c@BQ37*?WwTk%k!7iBV*Z-D;?#Gv#tSG1VC@E1<;?Blypo)#PRMqvFP3`5u zbTkL!=R?9%YnUSUe>C&IQ*HoTrEIJ)1_*)<=QFW@HYdcAC`W&~aR8R1R$9H_DU&B9 z1@h2}dzB}@-bL%zA}{7OxTPW8g!OvZ&`ww}v%D2A;kb>tcs@RN@nmOpDLQZ>8>*TF z>Q{bK&tNpiz)B;n`tkc^1-C-Wc5>8YzomQ7-OWR zNDF%;h?Bnu(x}{|f^aWZNv&SG(>u``EL$?r{o-b{XVzYj*UbO@*)(zM z16@)1A`5hXGeCx?4rPeO#eY`ZXbJa-|qLr$)QuckvcC_zSpqY`C&_UYo#oKy{(Bj zy>{dEH`9-yymTL`l=WQ8XJl;HWVjL7;wKYTo;!&>6x85c-0czH;P_k5*(oVn8SK7l zbET#o*PcK4T=@jjK2LK`EELfoVvUQZ^}OagnjPVv+xWl6uE2Dio_81OE3cd$PMuFl zUeef3s8#0114%A{wU*HPw!xl^Ls?Jp@Lu88uE_}6^61u~NM^-K9~R1;8z$}U!N@oB zR@^u^8#$D|+V%~$&w1VGVn7T!l9juN+ftdi1)^xr8OVVjrw#4Cg|)M1D;ELyTKZHq zw#vLOJDtZ}@K5wCG%e}Ewo_{>fEs0qg|ae~$Xszr*%@c;}|K&lcvJ3^()ULlT&gpRFCOu*GP z+b$f8l~yAzDf>nJEArhOS!G;+p5$h%K!-6wQ%Z|-P&y(CL*lJ~jU@ETSlpEsUtvte zXSEGApNDX^ug@t%9rJe{8)!A#u527_brxlhrp0taP#t=vry)ApX~Eu~g%u~pa29YR zbMLvH`5vx6YNN4L-(BULV}G;FLd@eU#o(9{8WZ5Ujh1niK-+gMKkfYO^B=kP+m8S~ zU@W6QD5jBP{w>-yzU2@|2|(m;s7T{DM*Vke93n2S+)GlU{?#BMO-+x*c+pEJjV{qx z(m6m_K4R*Fwq_132rD}iw7ncX?HkCqpgZ4@4w(u_`U!$Fs z{mC77eg|6jB!uc(-q(MJIbM^BqsOi&&do(NhWMt=w+Gr7rJYEjaq;R?CBkVU zR)?=ah8ZhIh&l_0aBSiAxKLwv8s^KE6@L&#h z%ZXxuy4q?oduuI>L9V0G2fHZ`%YdWXPO!_wD%?}kTTd!@QYsP9GN1G*5=s01N@TU2 zDQzRP+As87$o4jc6nshBAxPa*NPY78k^xb%c|*0JPiKMr{1C7WtsGMds*>w+gd)*? zMZenDeE?*9cOg64!>zyO_Q~K@jvHb{P^x6&bF)aFEgv#m9r)o(@Npz?L_r~2To&P9 z($rFyQ}c-A%H=uP?wlGx!>snJQzLM7o7gT865Xo8t(VUs&mmcU4t^+M26`j)DqrH^b;kW zr^c+D$YmkmKuYgH>V*!Cw&GYsa+-iUKn$%kvO-R*S2Jcq%$MRCuYJo`txnisE>mQ6PPq!jdAXMSQ0N`CYkSd!ELU3gSf1FZvqNjgz9GgcO9b|EpIS(-S+rn zU6{q!hqR+rTdh{F1C<@}x;KDlm_EA?b-ujAYZ4_*i>;BZ8Y&#kE_r=3rg?sJKx1jS zWdb$v22_PqV&JE2G8zL@b#Hj)FQs*)D+4jk=HLBzo!{hHk|}#JJ24YD`~VU`Ka3R4 zc7EO%&*h@>G&m^#%R>AE#`id@xZJ*Gh}IGLV#%0+hws zps)SyH8=6Jjhr2PllTF|oH<4bGu+ho3n;?5JwE7NkQ=Lql<4USGLh{aW`hlKqt`Dn zfG&^Kan>hkh0Dd>QqvU;%ej9i;$AJD;}_^CwJc*u*bA<`hhSxztvCu7(GjLsGj*rY zG65|qSK6yT=4bNtd$2UqLO;3i?oHZO+%}A`v@kW+2=Cc=`(}3kqIG|oC-iZDhOD!l zV&1;Ce|U^Rp?BJSV|_ateMn-flbY`(h&l<;KPcXdi8}K)I{>QT`2Yxd1v&`6o?Wqi zBoq?xU%&mk_^#i+*&N~CO*Ua#ERehj7;z|+vc>?wz^^Bxnp0Q3g@mMPU>TXPO$8EV zG$VBXIbH}@xcD`tZn*oJ+|_*8 z{T{2`M)ceuQC8cnpZ~Fk|R8i)~thHN%ZcdHTyg9MW*2?I&ntJBr*8C5A!9+dsE_?StY!z5Y4{1Jl8d z8_3O9SlA{2u#?SRpJEpoceZ*vJXed3X3^~?zR))uHNcweo_o}LIT*0vxEtP=fBdkB`z@5n%O%!JY-fA zMz{dH4dC+3F|@DTg*WAz61f88raxI&d~cjRvYfn97f-l&rF+duE|?MWhFzz^DTE(M zQ5n}bvg&zYo7tflI4GVP2@r$aqvDju*->0#*<+EwHaJvu108^SqC4j}U09wB#wxEE z&+G^|JNk3mI6o!m6(?`Awj!TtB@1i>tnbKwA}DFgyJANPHXfLOXFd0E8di|RXGO%<#$BOx zEE6xDrY%hPtvl7S0N_3wnf7rmQqG;6yg+q-2{_o`m3Q;InW-SI59muhSp-Gt{D0hB z>fTfT=GxXR*M3Ra*b*qZDiy?}bODx0$Gn%3_=KJ((Mq8ToEDX&svrgE-3T z1v^IzxTQ+qHr`2{&d7{HG^Z6|Nvg&fg8Nb#cChSpNb$R^gXH%KW*;5T(s8@aB zgpu`5quzaZur`URnP(;)L1c;jd$gWR0)@rm!{N}RkWQMDakvWZuc->~^$c$RQ~s|{ zAbYHHfJ!rJ5`YiGt+Be>WBBCjA^i9oP4i94Z|lVYT;nL?ohQX0nKQ^PU~m8h#4kw=c%;xtmA}9U;4Y18hHy^-w>Qy-4bsSB@2^pv8DWe zr|;MvZtKg*;oSL8vh4k+MNPVYnol1Kcj6!=!V%XGCpX`GBMuW|6NlGl26>0?54bw` zXw#J2eWGk2z?twlXc+Gxb?&Al)BD5{Lq3kF##_Fe0-wQQJ` zrd}*juO@p0rv}7cin-sJ}?@ZB9M~4BV)Kv3g*IQ7KamI5G~d zW*g+8p?Cd~Bsp&|HlHWynBcy6zvrHL=A7qS3ui%N{>mn0B~5PNt&_3uUA_qthxVP6nBomV3l`6k&A%5NuB z-LoVQJXpN(y7LSB#`6I8lMLEmG0NK=)uoF4;eH)3#smpsP#_9~ zSA|!&d&y@+znzmqKAo420?DBo%3`bY?`_glwZ1}OzEw%fl#w}^`Sw_U2equX$8EC- z*7|r=mh^dL_~cUD^+8wWHY+gM&sRiDibG$n6fqJlEz5X#K;-D~O2%F$ZpEkz`bhM!K9O)DInbn|S&e8`zMbVoGejIyd>H9?MH9n%zu~tl}K-VW8@Lh7&T%csE>RWFupQ+kBPjfL6>QV zoU6(=mQsW@Ea0y^^yJe9&!s!%?VOZns;dl!vjbkpbKx-*tZ4Stnf2la);1JNQSWq$ zk1cE{Trr+SZ6H%~h)LYbp$-CsXjMz(^CXDvIc0s0$4OwQwnt6L74ginZ{4#<@T=Jm z#X0L?Wot|(n!9!4LMXZnc6afp**lWr|8+-owK}z%DP+2!D>|4oQa@#pj+jXlet(>B zkeZ?(|50U5x1uPLShjG%lS+ASA8uhgDRvuiX&{*!8xLanAtyl}^h0%l-ywNbW?{Gu zavq~+KN-n~btD?2xRTjx(a9_g62D%ux})8iVXZm11%DjAugc8bkmq%W%zp3BzqJMl z@av;5jyG4c)m+cEd#A4DiQr#uK?49n6HUz000%lUEilz7K$eqkq3 zYU>nQ^q$O>uuK2YoNTSLR@P^oHNwiECP~_F}KiOoqVnjaTX!C=qb?OZ zb6?>c+|fU3^fVHY7C)@`AqVLrpP&xvG?WW=3v>1wOq5-f363ef*}j~aBwr3C&{StB zeX+TJs9n+KgSyEN|7-aRiOr1Yn7{MIcF18|3on(NwA}m!}~`n zL=n+vfrNG?zXJRY?!4AMb)zJt+Ez2U9 ze$tgV#=e+N7DK$eCBK-C{-8J9qR-CdQjUZXZKLy97#Z;^vZf0xp0{BZIE#t@!5QpC zG)tWx1CO-yRx>3v^|bSB*nrZvq)#FIiR-IHoX4W$WBj-wKi$P1&b+cV#I4x|(@guW zs~^+-Zvu!hYV_ugbWC0yM=uBYhTH*4gYITGI@CVyX$S2!Z z$tT%Yiejt;T@tXV* zC{$x11%JrQhG-8^>B`uxj;Qa!4bRjb%oO1Z-vg#y$i@+^Nv5%N>{xG-nbMO4|0G|&!kE5Vq+3>luOryLpY?}XFN_Mz-d6-71Zm!-?3 z5=7=35YtLXOh#?Y_W`S7e;LndbX8z+lQVZX5p(Ubg~#UgY*trhHu_wxE6-{DC63b#6^_9@NsE zWS056C+geB+B%!l{O7mH^_N%?oAkT4w*n^aGqWxk%DWZIj8i4c*33H`3}`WO559Ou z=z72YZu5YG;ycP0d>A8gu= zZYNoE5_SK(U|uM2jG>k7tj#l-Yvo$=0Rv>agsHgroVMx0E8T+cy=PNbYB*P_h(89t z>L7d4C+5hdve6e3>Q1GinxAEf)o-Ot0&Vyv`nWNC5{9;zF5~>u&9K7SxGg^9dS>84 zU3T>vY)8`Sa#l$_pHAjZJBGBGq4B6sEg=&8-ruYpxkvg0V1?MJO!3iLJ83e~Z)0bP zKc~dVonDLU&{R=LjZ|K4%o}ZOUU*1eefVNi^Qvl_$EAUEaiRf4n_8Nf~B#=vvUN@9>V&s-B}Fo4JuQa*>>Dt*xN7(prmWx0UR9=}JrT=+Ywd)H?0HtnjVcz9G4g5Ve~`wOMc3b72@-?!PNzSE&z^&tD!V1 zt_qUvE+bYsjR+K}7rVHUAqNg5guJ~aIigon=eORS>xt+G_nFU^GAn+J#k1gLDpbF4 z(aVSz>1ZpksNRg-88#~v&WFAK#`%%nXo-hCvXvQ+qrQ&mb+GtfY^34-Hx)6rV4#pikuU zI$>WA#`8^bU)Hm+09b=<2b*UN*`f@Cho!y>OgJs%&o3!kx zIYo=Z#t$WquQz>EK-no1J5j7SF|j+@E80&Ln`xGUr>^xFEG^Iy`13m7f~_yRKoc2t zD8JL(#iy)E&{%@zsYzGx`4=x65Lz4OCI@5@-arW85$cYf^uW;(1!WdH?EeTUP zAcpkVy#+;SS`MrSC>HCJgpY0jBjOc2qM&NTS&Xa?)jdENZ_*{aUu(jZZ+B%@W zv%k{V(PN8fmp7NCvJW~}ly^mC;-C3R54mH>>E4+(4>?G+i}7@zy?IPK!||3?XkPNC z(lgok7zw<`doI`jg1x{)>*?x=ThS&4s zcklf=-}`00lh(9*8!Xo{-+Y}u4Kepr58KX~Liv5jTcv*v;dw4q`_n#m8*el^LE@?O z^XYPrNVp~>A+~su|lkQFqN1l}GYI_Ux*fLiP8s0uS>32&H33AtQzFG8zmje=B8?hIMGz zh}Aq=FA<4(oQkvNxz-~cN@;i=EwuYu>SANSk-spbx;&-1>}EDQ#L{%v+maV*m+*td z;`3$v=RRwvj3SV4Vt1!3I6_@Dpd>pFV+6~RR>zqwHE@LmZRJ>le z3}7RZksuE6RHiPGgyo4I6!?rDz-f>PY2G0+l9(;xuS!+6`|BP`MMUa7lZ>4>pHTeq z94F(`u3QK_?)pgTwOck-iz$6ya>B&N4kb%|B7OPt_@6=9Il+T!anWEMvMZ_E$gl(L zvn1=yuSGettsmKhEi#-!_g(#|Lcg3H?S}1{ta9{E>R&}2&40Grnd0n#)>%D0-6l?- zU2U?4b7yn~XX8dgPmM;|-P~5Qof14=8h<9IlZGktQD+=9glO#L$FIrotJ{zH+`Dz{ zmG_KzE9F)18R$|_m|Pm%!U8YLjtxG{eh@p#usFu+Uu|pm{lbjlK+t|y_PqHsELI#-|+x$(k5amVOTducphEBe#XAQW+R)n#*!CtnM{NXog4!gm{W<1d9n^uS$ z;+C$u?<2i*lM!7lp4TL^TLoRq`F3+PXA-t{rAGcwmQ$s>kAJaGF#w;|*}QteYlZzVS4GtS>OuQ2pTZ`h8R` z>z-$j5X(A3l{mE2iYPM94eJ=%0(&Sn6I-tkzKIDF8weOD8$MV|x*h(j8R@d~-lI2f zk;8UHc$rDE9QefF8rY8n(aP8yJ4mD}_oZ48&DH3kjTPh=8_i5_53l}sE7gHmE^|$u zIcnlc3W5<$BTYMn0eFJ&UAfb#uE$a7h^2cdbE`sn7g_){UQIrbCtS z;=w(lWrl~$kzI{8mz2qq2j@SgVshI4ggztTNIb+(`qEBglk+_Gucmi6?}!vPlB6Rf zyib%Sh4jNFt+BNhuo7Lb|JyxXXKkfb6h8WCGjAbA8h$?FB)HPCJoZ3t)y00{N4Cmr zF7Y*eP8Ukmn>Ym{srH*@>Usp)C_4d)9+RUVvqNdkDyQIH68|gkz{E=J=GI}k3)3ik z@bXsQbg+fjXcTBGO1?EXP_X#|b^9H`5I}kF_x>bzI(yS&i+ubY(pJD@3cbF%OxHdV zQ-JJzP8U&h2uLHI^c^kl{oU3dgRXgErlYc%I=R`jTT<*c_UN$}D%4%&74M~iXc+f1 zNrcNp)yvv}PZlOIE?1UJRJmy5v(1FEq>l$#!wo%jBW(m`ItTZ0VUD8Xyr$ZS10L*X z`ux}7+&7{RCEib#k@YmBPP87iBx1lCO9i{BlCQMXYhmTu9rV{EjpM`%m#`C)LW7er zAvhbOno_fqg?V>PfkB$tC*$!6K^Rk{)T=Re1NTn!R<^3`VpxCmrB#?0ektz#aGT~Lr6c&(}s{kY?c~@LdWL6 z2C-1{?(QhOpp~nsIVKpp`mU*>mFzM#Q;UL;V;mOJF+Lfqo0uE9$jOT`K0>T-mKdFh z&M8Ym)Ee_NFli8SI0XMTdSf*9F1(62uc zn?#DiBYVkDL|=H_Z$ zEWJ>N*n;@I8R|9HLy!8ZJzUDdz@P7Pm9j(2M4(*l%X2fzMUT>0=9gMm`)AG(9T}<) zXP&UbJ!zLccy2?xm~6FEzbB^AL0_U^j6T;f9Q%E((tUA*K^m7h-1qsuW9ohc=&B}wrN z0aR;A9|s9-OUg$3PLql6VrX?_0^vq0!`bh&@kd? z9sXTJKMmOjGom=9ihnQJq~WhQKIK#E#*zENfnzMviFrCve@|qgI-d~31O_p(RHmV@ zL~}+<-Z1}n=XyiogIos1Y@3>NdD!J~?3-RMA`Q(FISD?(L}~J{JB&7xJ}wUAe}}OB zG#)9VJ&tw87MZAXh=J)CBj0%JY|P)t+E5Jhj@0nr+rB+JF@hW@niQK)zVvQQN5fZ+ zCa9Thw871iMl5D1SDUZJ)^tRGnFHg_3@4Tv>md7MvWs~Q4LWVn(+OU}p4=9wC{2__ z{!N_RlDp7XOfyA!gwqr0jz|A}2TJ6j|oeR|Y#}=dPO=BeNK2f)fC9N$t*(NNP zli@4X46vOoiIxVOp6-w$u1?;)cR_cYiEB?fHa(5Fdw7hr2U|I3!ZF5!#hur{&s^BiSyYv6$=^ zm*l~Z8DsL!nh@mgG=g=>SDRHrdW0)^!4Lgknw?;^tEsKOtjP$Nnsb;7alTY!za6{Y zLzk)7Q*UNz>B7_rc&wdnNL-yj7<<>?3I=9?ctN<)t`qK>|8|hcrE!xD?MLH!Jdzqw> zvf_8bALV}@Ykr`ujjEdg!Fp=*=ztOb?^9H0lX-s~_ZLoe{8o)K2{5L0`AM3ejr(Ez zKH=tOduGC?QZDUk6e5C@@nPQBhT~$*ZFVq^IpXmR%6)Q z^}!>UvwyY6=_6Es$-)}JQieat$;npP1rvc;(v!K`m|r3+x%tAUWN2Kcy3J*5_78n4 znGkei^l3C}hRXG;V5=xj#J#_T>%AVkoEj+$aTxEtvuXF^i-gJMPG$i zP>ko2XwLlue~)>+D+vdibgLQsd^l6(8BN5UsxddqlC+I}SWe~sJT!A+gq*=$%lnl9 zT1%G{V-?WUl5K1Si6jrBT}Vs3m>)Oni*Py#c<30_WSS+^GRJJ9+f6&5Wo_HQtsu*3 zOuf}TsvMrFdGif42ypq->=MQQ65jLjZ}S+OXTI{eKfztuq(v>lqb2nkPFM*GGUC&P*e8H zzAGh@8aSG~WBLD2wn_Nz~vnegct=t?K zTBV1H&EDXok#qNgcXU+G6ysug)^vCJ*!FzK3e(~KVY~x|fVpRTqZD_>gcz3@Gm&g5 zct?qGu)TdIS(-A`&hH`i)o>00heG?+pS+%@J-pV5RQA-_9zEaZ{khUWT{6W6Y9W@( zf=-JMqL+6S-k2&hnaBmqH`#Y+8yt7Wdg71-xn;eK@oty+&a>}9ciK^PXU}fWHsOLn zRviSA9MY?WvbWT_6KpP;*RgSsV-1IpTPe)kEFMA4d?Nfn-&NDyw68nkBg}kUruBoX~HIeI; zKb6{yEoR|%vAz31U9;*Ac|}c%-^!A6TQx6XP;Fw3)f_pdEE zaE!f`ZQOqE{zZ!?+d1*XxH}og%!fG7;NX@*km zIqr?e?~8hwcQ(UZ4ps>mn?7c&%vI>ZyD#3=+c0-DcheK0e+YhR&FYbNx=}3vV*s?tMI5b}iJK858C}SprsVUDKo)z5+xqJaS4+*L4N;&Md z(aKk=vZm&W5k(y}0CA?xL4?%q+Xr>43bs&DEwye4e$#D8+a9J%_^ZCVFY^smiv1NA zKF(`aO7h!n3ZT;pZAd6h!H)Kt?VL|K&qT7_PMeZG6ADgqv|V3*sCE^9bGv)sCjzGg zO9HkZ*h09;KT3QkIFcV2CZaaOV_50wZd2QIyyLrG&?w@@&5~|0j zh1<*Uj>gFAaEWPNq;hVY|4Djz3xJp+oFl#JB4+M;*WJ_YaYi~D(QNEt51xyww9OJs z(C16iGpaxRqH{Rh#r|lto51YfnoB~-^;e3bp7awVpk%gxZV+T-XxB*$^fjxo5u_(F;L*InfKdKHx@U^|9!fsrYTu8 zp?Xom_Nd}a-Bt%@F!KGWh+cf%;iNC7D14mlTV_gx1WYMq2Q2^V!O$$;)aY{FD&a$tI%ej?r<{X) zgJw+IzVlga@N&q15y^y8ZkxvD{uhNHR!sZZf-Jex?iUGcGgiFaNvB! zWWsLy6H^L(?~EAAt-jva9bAM#^EI!fr@f9(tIQ^*(0Qz5f+7f}eUCGAHV7vj|LzfZ zL?MG&9|8-F!(!Y8nU+uGnWxG=I%%6TbbZTF^E!1D|1B_f)t;;~VdcEtSnl1=fw-qs_-?1&OV|eu2a;D%LGxHw-)hUiZo;bT>Y<5 zJ15w1SJ%S?^=DYFY5wRS7z7)Fl*cr-o6>1~3-*_a0~{sPsbUf7ciM9F5D};E;1P@RpIx%RL0m@#Wnz&X}l$obDFv@(+sYHL$rw^o57W z!78>qcPqW&$-b`mU1yg>*zd@TN+Qt#bGhn&^4K>qLhwYmhxxR{c-V)!^<18()`lKg zxkD8`wB>ft%Zl^ixQNkeom9{$2}8#dGDbr6txp5mv+h)x4j{;iC0e2$D=MRwf8@>t z-SOqW8|jLw!2OV)zu+Ev5XNnn)MLr&1}M&?&tI8CS~(e@;|CY&bx+m~L2 zC=O}}rKQ8W4{%&+RJ`{jDaK+;y znDgV8q0-41NrA7`IE<@~H|~-!7c$mU0V8;S3I&O@$=PXd<9Y7@2^%@@ch}hs@1m%m zuLuoV67|$rShUsSVHqOEjN83q{eJmRorVnlL{!v`2J68{L%&T=({#hf0IXTPGUxs+ zB3pptH2Df*{5%qxEDCF7jr*O~N@}mABo1?ru_~v^98W05xbFPq2skTv?PaE=wK-{1 zeq~vo*WlqOov^RFe|UDiq0-(|=O$VDE!Sg7FntHh4d`sMZ2}U16F2W{FGym+5BVBw zzvTvPe5aZ{t7O1V5%o+oYll){>=DRsjXp4kpqu$@1Jp#|Mzx-krv{MJ7$8Q3@12|k zpKV`Bo`)T#PS?}_jBKTM5s}n)3rW9H+MVX?0aT0DY!b~zs`Nu?(&|>%V2RQ|EEy{y zAs?={I(gU-J@|g-lRw_BJS;`G3>OvCh+M>p=>~JRIx^ZxJ4d;|*BVvyDf2jhv>i9i z)o+uBs%4Pouh3kN^ois3+5h);2Y}yv^$tG-@VNWYQVUcDS)_brt$a7t?>|#JKPOqdnfvYZl5jNd_ z>NIm_n?`=``fAsqFZswRW&f%}L7(zzG>;6%civ3pn^}DwCMdzz(%oBXJ_#32kdA73 zT#vcM4cR0YDX^XFMFH?7a;->WP2OC>?3VV)vf^9M5WHOTr%a1d9W}0#c6FPf?|4e z*23pS2&J+Ke_^Ig8(SF?83`305E@`pYnMHex>{D% zpYT#j!RYx_d-VbNfVZ@GNbR@)H+EDrC}`Ue5Lr_n__~g*twV=5QM;U1b2Vi_fB4PZ z6{u&~ZEyb=M$scNR?`-#zcFa8G}cZxk;x8Y_|+A}9!J>fj@4ynb-QyIk5NchexJeB z{B+RkJKnxR&f9j88(*y+nOIN%>Y)tTH@U!Zbxm%32a}hd$}C@gueq}y@-_%f%yANO zCes=e3l3f|41q85P%arTurb=10Yy(?GZfPM<0P2pzr{-ps}o1BjQ(6Tl+two#%T1T zf~^&E?-VB z{q2y7R#OS0*4e1_guTBFcVBoJ^9aAKOuC`>4%eDoL=qAAv!`2KHS2(Vv*!U2=sFol&QI8RJ{$XXrzwdJ3rSc2qQ9 z6XyH0rpK@1d-bb0L{9nE8ElinyExn_1*n7VT!crQx2{a(QLXe$-!px^Q`55@V&((b z0cW6fad-Ok6*#KE6%rOgoiAj}r+tIk8j)-u8750CJ}I(E?syRS^!BnA z?F-lXaJ2CI@?aB0^cB8k>g=B10uNB-V9G@V6INQbzEd!n;3LeR(i6RZcM%-<)*2e) z{24$QtjW^5{C)AK(^yJ>gGHpss8R80XIRTauTemt zgCk+gfTQBrJG{KT;lKS8Lxr7k;A?-JM(J+VR`?5!Ifx&Q6SZ{*REN|MYMAEKRvEx5 zIwSYerRvTJfsTv8*zZHZU_g$1KZR?AI7iV%ZN`DI<8+(KxU(ZxP{wyrQON#MT*1Ps z=4bZk^C%j;QT9i@S|t>p2Urb?{t3t2+o#P1`ohqs^&?H&V_UikWmLS?C~H@-?7x>c z?O)^&nka*}sujw1^?GE(y1%KZeYR@{c9letXrNQE6;Z%b(TwV9>}amIk%{U?~E2;SgVg*-S?v zPP;8E7(cL-2hM{zwVgJjF7EQ9b4O6}Y@r%$GI-``yH-CNKU1A8=$j=;TtqwClP-Yx|=?lN1+sVFs zI~&?ns-wK`bef^`zAs$OMWnQGK{a%CS7b0spY%8C%6P86j2I%;Thzg;)c^amDVX2> z(_*7sb(sgxgg#~>bLrbm$#-6d47E3#^$8SDWR!*|J#K)bL(7EQTYE%l&N0T?^YqAG8`$I#jjT|G6d^zrL<(Y#%UZ zvCQpQ&2qVT|MZ3}PYb+e{acy;rrE7?(D(SH8p<-cv*?mm6r9>=aM z%!~cnpg3RA!aw*ah*&naM~bw0&!%5)RP}ny##o2$S|x?FKP%7{D{%cQ+^$pAMpw7b#d_-lB)w@Qg<_svSAg(@&v_Dp;V|p6;Ah9V z=$(^VnM70}SoLISs9^F?**+=cvl05)g~<>5z{}kG-MPVHAA200qe}zxghp9WUc;D- zLf2BU!U=ntA|<(u4s!Ek`~58{8&C#4u%m*FpTiIkmtAjZYipO`77rV4LH3;e5)Ou! zuq-T)yhz}1m~sX%rBT|ZJnm^67wMNl6nVzvc0q?JlR%q~3}Vth6xr;QwGnz$mFH&N zXR90(;urbDgFa?mlm_v{ln~=581{Z$P^uU|%D<|dwk@&Q<9yKPaN>V!Ij%4Bdi{au zqKJ)c?pA|e6rJqC)gic3s!-%l3m!*M-xX5Qqms8Dwd~&R;Uc$M&QrHX0_Q#4DZO$I zf1bbli;K(jK!YL`TuP$8XG^NyBsOj+lwkHe#mp?p&nh;GDM4fCLYMHcVSvN|id4^R zPC%sSJMZ`R@oQ`zrcDc|ks+$KehqzZw#VT!-&IZ+bq{hPzFQT>+E3yz&6hi&uvmk2 zp*+cpY%qr16ZQ1{=r9J(g=~LYbzb+vLsOdAA-s&ocdbW-Zl5d5{S_jOd|37{+ILu~ zSFAlxn!;Al@A120f;&yactc|O3>E+ROJ4}yF}$N|ukhC?AMX*Aw>Nnl_l6aya(C3#5fU=k_k9V@xVpi2N`skL=uDGdp&P46`VcOwSR zqg6ILb&X5dnfUi+AMPHzOg5iWnzj&np759|kId+`Gel6|8P+CNgB&cO*d9OJ}9IO5V8 z-Q@WzeVwb`7rSU&8uj0gKpz)XL>@mMVJg-xoUIzmy|E{&`0ay&4XlFmfrz2Y_eeG} zmHlLynLR>&IKS;}JN~@jno%Qf3QR*E6bB4+s^x+@5aYM1uFrjOCk2#equ> z`Zi`AOCvh>RcyKMur-5u6IN8Z`-}acx$hWj`rE|x^rdlW8r0t>z$^S*U`0_8^xo^cOXT5eTByH(-9H=#G z;W1gI+6dg;sN?KsbFNA{?Kz*N+7^WetJ9yj9!Z?_(UkWM;Vg=h8hf-PzT@cpl+CxL z6Xvrdd|MXnS-Kfu048wtpGu*XtB4lH4}{c&jF&k&@V%~u0X_{-*N=kBMjtplk|Pru zV{g|g^(DVEyiIw~p*X>YOMJB?>-qFb9KK*}QFD>Xchm~6h@Xy8V6aYT7%0;sLZ4=I zW!k_fURfY7R@_Dg1>;2?{y;gRPFB=+rv>|IN+HB}z$b9xXKyZ)vE0PVy0-En{?NT= zJ-f?^TZ*CEErTkn#~9w1`((jS9j!E;S~(f#*t8icmv`2SDJb<#&Q7@cNx4otaBxB( zCr*e~cIwL?Gaisnq6xh!vOTI($Hwm0W+a@=87+W3t;t`he)dcXtw|0u5fdV6*wXgz zLR)#REdAQV=8sc)SpekC%z79v?!VVzbXgnF;%;`$&BiZx?>^Yl32?G=GvUg>zBt8u zs|DN6Ta!#M&9>5 z>$nwGGWtwfk3MEk4tj1qpipH1S*e1N1%?{86cdY_==xo~|?TPI!? zr+dBZ2;l%C&srsoLH8N^OG5WjDKfJK_u#iPgDg2CKh|z1;>#tD{JS>x`;{ax9z879 zYaM59Z*f!@pIS``dP9Xc6~0lj+*yJ$|x$+<`l8Gw{{ZJeJo(jeu?JdgN6!MzA5dMSWa&v5dnK^i! zwfnX}W=jn-$sF2Q8V_o-KhWDmj6i`Zo!*`G%Jr1~hGGYd-pZ1L_qx%*w;{4tG(H;v zk{ZlINsgraVk$VBgYUuRtpaW&kkq4;LmkE*Z`36Uts_pu_a@c2Zyg220PA$UZlr(3 zd6}M=Zc`l#qOQg$W-#eYZ*o7Ak84=-0DH=B$m2BHEGeJF?%{-k9OdEkcBNIf-H-mE+v zX?H}eK!VS9c8InEJ1 z4Tf4fOunUmc~nrhk(&NrHwL%)VaAa6N~^*M)t}+{NkFs|C;BG;GXnaYy8BN`yJ_|E z$ac#JKN+?tP69ZscO1MIfpa*-ojh}3I3ZF=If$D{aN`#c?z>kjq6d?13|umaYD1ob z+3!Ldw+HtsHB-V1zhisS^WKff#}UG_p1h=*#SF>AMg1Pk2f@Vn_X>V-R+;Gva~>aQ znyrtU?_Bl@^zfO#egKh9#PI>N?J4Tu7I5M&iNU#mwBYr$FXjV@qJ?%{hYr(Bg0F_b zXYL4bGuK2MHEzY8x$1s8G%vY=DeHq@(f5H(VJXQp`)#|&knC=O*J)(7rNcz%~wE(%W5lT4?``f_LfQVsdDa`OsumyZ*#*n%e{AZ!XW~|{I-SG{!7jL96IvJ?>zb+E%!nh{6&hIx;UH*<* zCz)%TBUz?Ua5f(2&e)7R_~2KvVccvCzlRKZpEkO}>PeZXmnmEib1p{rEo1iKsSnP< z#+c+eZ!m|x+x1A+sna%qC?JhfvHrLSx4rNUao~w#J3EeCKG11_)*nGiN*M3$Mn%3j zLt;iMFV`6*g)Up5l7d?mQ}RE?G9_v#ZPrznnp+*c?tSM!T=_h+`FkEMV%NZMYUGX8tj4>#HnL3DZjDtjC4yp64+sSV$lsdul&uIJWrW%<~baafgyxZtuMt zAA(d6`Ly|$@qAr=pF#vo`u~;IP!1Wu-3yIXdo7-_H8vm1Hl13{M135;mJ3h!4qPc^Y~m#9y5Br| z^AS&)9kTHK22p1a9DF&qN7}_bP{Dxcu2t#zaoqulz+X-bEUcAy zx_|H6>9UsC@~asm*i3e6l3eh>PbIb)yhmC1HJTn`EP_toFbrA1AiGVq(3`n6KxL07-~R5CRyF4btpu*=Zv4&zG?S z07rN}pP@9#<$1p2r2&UzX7U%ezAbjiD_JAI5b7K?Xyy7LC~y6f`uACJj%1Fdm3JN* z6rdsxcB_1~~mw7Oe?DhKSd z)+u+s_LaNKf5V-NEc|+M>LpR{;P?V%Wj47E*xoj}r*Wrkj^vc`}Fq@wI; zfI4{NNBuZ~yR!7oKOw8OKA&MD4MzH9^~5Uhv_YO|dh}5vl`Zuu)_>>Lz5SUN|2?S* zxh~r8myrG{NT!yDU$gJY8ybY>;+N956g%!SOFtCD!Qki-hK05aU2ytXO{}_C$IZPl zzHSHBhUXw1zJdcP2MZ6c*P_rtE4$Gy*Got~eGyzrd}xnPvnFiLJ@&u>q;vNv=CYG&Ap;j@1Gd~A}k<+0eV23JvMgaU46vXKJQ<0)+>e57|hLQO= z-trXSy*4ra241#*S9G4|rzF&xc4HVHAqO~sJjXxez6BCJs+6Si6&G)Z(lXZ@%GmS> z80>U)RNUcGSm}PXK1m=HbAsF5;44>q+?@Wy={QgsJlA@vN#qqs0nfD>e-;&J$v`K< zdql>)<#hhu{&S^f5XetteBJ6Z82u1qDZn=mDyFBgNCN*-bvL_N#Onn3UvsU-JpZ+q z{Pb)cy7m+>4YE4RrBxi->*{K8)MIYo=V`)zn|sWwvej4f%EB}$KZYf!e&X<`r0YPq zMm>-sPYUYuaodKsB6gN?GreM#9b&|uIeLmok>63DYO0wOEG5_9UusoCT|h9|;#XEl z>cAX-dqg)Ur+#LO9wgYpdpQA0w*l9I5=vD%R1Kj_G|Oj8&JTDfQp(n3SZpxA(1(LrdCQj2Ka;4Y%h`2+kj#5#8I}!P~=l!pC2&|KBWh^8jT38-R+f z0Fa(LDo*WRKt*o(bwmu53x{Z^X7q(RfW2dvbg5ZfjSEBX(p!fHw<%}}bzb_}^I5~r zjtjN?`F2C|j*m4qe*WyOZsDfjX<wm@$HPZZcG)$VM$;CPC6A`AOgcinjA3u7jnVbje}kIM_=f9dsg0m|m`;$uM`VpXE6>N&O;7Xl)aEM6 zL|E%-Lch6R{B)m&k;{;6??iD#|5RMAJFJYrE-c^sl07#KM z%!OTLOy2V8<2q=~rl#B!BpPwG2=9pQF(-Rfe~izu7yyvgZwoMyU+Om2#E4JWS$VrA zOn3r=*OLT}1KNAw+k@Q9GO+tdeJfZ9SOi@H3nAxfJ@CP*@5{hp2Q2ygO+(P=eZuQQ z+3RLJD(BfSw@O8;$wTUD4t;orVrY%WHr#jbhx-E5va?GSIJzZOekgetoP!pJpq6pm z1+2mA~RLiwDm_qCIwaQI#x=%|vvYMWHIv`@C*6OV3DZM)hsg zrXst?E<0N=wbbF=Y(`S0!Pb+L#^kgHdgsD#griq5#~)8^!>JV7!m!E%u05N>+M2wT zMw9=_i6*LtTUbqjQsQM#S};`fNYu~qMPq(tE^o&lT2WVdo4nKI(Ys+q z^S#a2tor1?XC}DosRSC!0;2ooPoem3`vvAaBZSU(zP?M{zOltYD=NmM=q*1;6pKRW zjlck?cC2E%0@C^xcmjn-gG6V;A_V}jErbxhhTuZP=%RVR9pR$L!b8EAX%EWZh+i8A z(*m2;3!WWPQE6-PdT&EFe><^pQ@MYyy9KZA%LC@WvbwvtTwNbXXDqJh{miAJGmG?S zh*O@cwf@4Y*Ccd9_2}`)+unD$YV;IwUB1J^T#S)**q1Q|LM#4?3ZH`!0zUy8E8^4l z22fAtEkSCyBB-4i(~oNVg2)*iW(tg%5iZT~4Rg8NwvyhIpGhwQygmkH5h#Any#^+{K@!My9^**&QpZWocJTu^MhN)tf3nSN(3z*As_mu7LB12f4Me~tjw}Ty%FSH!RlwJ2fM(f6>_hc=345M@uhg1g(G^M zhi}X-rGk9m$tP_t2>#G6aCrUiwDb6#dgt$K9Lg>mfWL6u?ty@<*uUSR5$$!^`lHaH z7N2jaJ?bQ2BY+Tv#Md$6gMjK%)tzC7>+RQ<-&BO>$mNo?E zTJFwp5BhkSv3QTXf&}E}MjH^eea}A<+I`#eJ48&KZz0YWX#iXkWLPiwM`$|WHABT} zC|$GSKd#d*cV6uB%69MCU|&q&-oyyc$2!wN@v*~vinjH$A*^b-ys2rDWlZQ$Ir`-{ za{;mHg*Fek;^?ec2oCUj&3Zk%T*-TahtqwZj#Ib3-ha(Sf5f(HjFzUQIzUvo_z7#X zf&SKVF^qW~gopAwY*zuI!KS4aVvCf69SHDPq^PqoE&;L;Av6vJsaaNM1s2BS88gqb zOrF8!Lns%i)Hn@)56@KtK}I;%IoW1Q{-;^|cI`biS+#oW-jmT&08`_Xwj1FPs~^tw zPZR^z_hk(Kw*h~N`DWYtj}gSZTgZ9i2@A4qV7*o$w<%*cYNs`?$Xayy~~ZFSs6QPD_Ths>b&D|8UCy7THPk+XJmP6L-m;h?b)Pl zi=2bZ1>9f}>ezNpRJv5&yc-ac)S!`~-bxL%3i=rEQtia!@^9y>9bf;7ez54<7|h!0 z!d@D${^H_L?@3UOG^1OHO~+{DE2~*M3gvwNpbZ;0=9~2V1~>ygIL45b6ylBn5i6m_$Wi(I?27e?WYCJM#??Ph&GRlXUfZ#HuZ*rbC4->{%xT@-7J%M%ioqMu&!3iYwm>kFH=-S!=H8BANEB5+78 z**I*rQVe}!Np>{*Pt}s!obeJ}?@4avO^*?LWd%(%I!LfB(6;Dpc$^Y}JU%J8{ zCzgJ1->SH?maNt@o-94&>Bo-5cnX4JfWZL@xlDr2a=8)XSbj&D_0(~pab)kfswX9B z{(Bv_FXP&GrhcS&EK)Gg56-t(@t*3r&}4@eGVZGTae|b~^;zoSqSA>AHD##Ma-|A| zL$2jaiQWj^BeLzr9z#BEYjhMK$LqbjRreM^#34j%b*`%Q{vb{gZ4)xrIf4#YJ$xw1 zghI?!~oJqqvX3tzD!sFZVZ`PkL^oon0~StBV)9BX)t8z@NIhKUne!B?~^Q6)83r z0~z56n7jdBr#}{^1vx|K^JJyFx;!ytu}EMDos6HDa)}54!BlU&qV;plfgH;QacsJ6 zO%SywvT*HfcFp`!P#_>mKd!Bs6~5gzRJf&zr8vE~*>|0Rsy1Vm9x3g9xKTF;osrUa z{@;ZAg_n2}M)%JYr4O#Js=a}sE2b0A$1wna2Wc11N6hmb$PtI;5~t=lQSQtIc$LbU zlY^Da$4d7Uz`z1y>qFlr;~RJL;OuEM8hEw4$wKm{76>F@T+XS(rUo-6wrtGC3*e!) zc_Pd2p&!ncpT4~~8yu%GIz%;v=`RX5m6CzGx;g>;Ti*6kuSYuW>4ioO&?=z8ttXN6hAxHXCTrx`bij`dsjf^+H7uYEc>P&Q)N zfDq@iCFd|i4@uR-54mwX5`3O(RDJla#b=$Kq(i+^9o{SzoL zKaxwSVcgy5VN4A^NH%M7bNf>eV61jyQ$G@k>Qr}i@N?kHXliY%&kAI1vt@^*Y4;8l z{2CRG{_U5!V}AO|wacHQw1RiQ6n54Tj}0JEW)pKXd*O*TTwQwqFfr)tLZ#&!2L`5e zGmH+Li9H`<75jfD&SE-EtjMQ=LV|$|6*#~N4c!dG9?t$rym=*t$hRY04jv`0M~9$9 zmk}`6x5M+ZH+ifvS~?@v4{{o=EHXYG_fot)RL?qR908(8D zfXi*$wjS^A?0oionv~L~VTTMQnj>K#hmBa^aye}T%wkKRJ?AtlOTVB2c_8hzcFS>1 z)z#(A&egPW{bU#}SiZ*FG~xRN@Vei2OKJUh`Q3CH{2;jJ;g?R0@~@ z%JJO}l4VFngrncWxU?Bdwn7SUL6&nb*$cngQtAaTi`U!9G4rI_)jF{PIV`Pg|2YY3 z>D?s&nk{hzHYsH|DCHd0bw1)c)g8cYS+|Svr(^3s?A7^HzO{sx!>{LL|F>J}AJR$S z$$yCvBB#-guN(?J&30O^4~`pjb8`Lv%|kvn-+V$eEkTp+eQs*`&pxt842~4 zsq36Y^&B#ZzFKF^*4v2V7L$8}tUHGmV@qRe6JTL`tc;M}N=;C!ZsApS z*p|YlAvJZ3NNk(?B|v`_!Jf3f)iiA$)kVdV} zxS-19^{IPIWb|D!r$6i>F3-F0Gq&J9=G-6lW29|7Pp(W;D9L1qglJYPxfsMMvxRTH z0!9qm79-g__tOgj)Y;KRPP>miecSk(r@3c95``1Z`5kVyo(pXoJ5VmSbfTlk@9+LA zpo5Z&plAOvN!{O_Lq$b*0;=r}`>I9ThnUI>MB|>vRTM>EZ;j?sl7=R@L}Dir8c>dK zXDkJlUDh4z7vMI@ffA?M`sz>4fwS^HKf2Y5twy<+%dgIy>!ulpxJPUSc1Y@0M2efq z_IyTBmlT9qTAVf9k1aJ{!_mWv0oN&;_YYgZ&u3HXDeCn4Yv2TR3e#L#OND=kdrIyz z$1*(~Q5Vg;DN(*-UH!)96hLD=_M%Zw^{!^C2bZg!txSY9c&gbh>{wIyfP<>2q?d0z zvh^M~n09?VlH6w=NAvKty!a8%WG%f5(l!rS^p*R74US~)w6!|*Y@?>%v#CsJ&2dC` zGrzE-+iTb&=`h7v&R8lUxYns=Dznh*sgxgIV3{Qtu<_l(Rp3q)75%uHRA@O;pnwBy z4%FR%D9h5!#B^_=CFu`Azs5vhR$UFI-AH+Nu+|GT;=yhahvKt_#r1!K|A^&|2$ zLTQKD+ul{-IX_3rQgr10cBM;9G7hHXqqiy&3w7YXE@3=biI_=mGh7KUhhFJYk(m1L zkk0fsHBWjY2_`%Z{s+=mxZk$!{~HSbBIvsKdQ~G~@4VE2(bKQADab(Y)VQ^IGxL@O zPU8pL(d$1eVALIAl}%?z=F!sDm=e&3aWM)7KG|>=l7nfcW!k4=O#qnDdg{#ELU4cZ zsahx2kQJ|}Tx@w|$=1NE{P+(u$?*@*`Zv?x{oX~b1O&Sy6kHFEmK}9n(*bJ%8Zsic z)7(*G-8L&+FY!nA% zTuSWrmH}Yd_E-ON85l;@(O0;oH?d^wk)DW;vSRJyFIolcV^Iqp7-KyK`cs;x4>+mF zLpUEuJAx3!?+%G$6&e1?=1t%ni;$|+go z1gGai{2rKWUzjF&ANJ%mBh8WS`AmZbm+KGOW;uKQV6cwX9A{v?z!h=zxDy;ug?;Hxlaj_iZOJ1V1uOSSOb!FQHCx)#oP@| z4ikc?9l!Yhp4Z*jGcWlvWuQY z!QyJvcEU~UB#fZ73mkJ=<=4=Zoj4;i9P=ENjn&d8NR9+!|oXA4& zuFwxbg<`nBI1&0OLmn7q1!7Md1*H~&eeRKu|SY1#O*-(iIGO5A@ zQtA_4Hxu9XcGSTF=O0Tf0WH|Z4I4!j?j#+{>Q**=XB&8eyU3VtqkbPvlbC{C{Suy_ zk2+@FsdkIuOLk7>&d;W_6HP&$5%2$R1-)rbkaGV!g~`{uGY%Vw>?O{%t@=K?x-ZfE z?A!cij?>~{hjml6g@rJ+f(n1B07#XYDENIgJr(G|S)K?@0roFVt0jX-{}y7SYJvH2=$>jqcgSZ28qg zUY52Vtaxr=UTp8WkLnD-0AMr;As!aG9z@{n?Q*69ih;ErvH5Hjkcltrul6j`PWlUr z-11%}OXzQiGMFauDL9+f<&&ts?;Xbw^(@Pb2x9{3tVP#3zneI|-V9QQY)s!tG{1xci?l^4i9ij|h3> zmE7_xWAxSwepRYE{|{|`^P;cd%Kht!cYLFFdbm|@eXV!6fLMks4&|ehe6+(frPg={ zyjnnp&>Ep_)|Hf86K;k!wwLAI>!cHl5us!NH$%C%RS33KOe|KKEt4e^T3G=CL zbv~Y0J7~u!E(kmmCb)lcBndD9YWu=s%<#kKi?DekXWTlMV2?$u^XwBbOo{UenE>zO z3)6b@&wXIK%l;OfdMJ_@ZIMEriN+OS@iYQz3Z3VDAP*{ZddO^VM~2gCPAF^RSe?tY@`N+TMsTyklM~XR!2@W`PEKoNW`tAIdrj&d8h7T&M3GZF}X3rsX(l z*Naj^6*rSTb-^&8DWvkg{q^SFf@;ymn@~zU2=S}m%zjFSMgDdVVu6d=(tnn{wj#^v zrIZ8%u}0>UID7SY$)0arFZ_N^!}=-m@4bruKrYW`od5cW?mL~hK}GUGl7lrRo!Q>( z9r?QBTJg?AhB4mmZDMsVKrMmlqeZ{QR6)q;A=v4G*yn}ubefImy(L;;&nx<2R5qy> zMh;LL=3L>e&BhD$m*jYU7MS>LS9ZRh$8P6W5pBy0TNx{$woaR3gNKVSUwIDVW-__7 zz(xcdN~Sunx4U&fqXMDr(s&kd+JiLxlnXO!J+G`dea7;1?h_QeuWW7y>jQv*7n8TZ z8bSybOk)LpBJt|DG`gmbxJ^gH2jM4~!~a~cK5s57-s_MSj2}L9PT8vr?3Puj?lXq; zX)C~xx;BhH^1$Ik`--$gjwNtJ109%z5@bBET#v*(2qXwhEA7xO6?O;8TO ziUNpq=>NIDA7<<00Refr6DxdporXhaVMJP6eQ0j({nmpGCGc9>0XGqOCV^}K2xKt~ z-Ilk+dmuwG=W3+W?qSmyG5%+GS+Ce`J*N&^Q=jG**GLI?Z!92wFP7^l9cZfr^|@v4 z(k|7Fi!d)Oj#6Zcrh#1LJ{yJM^MszQUkx_mM8&C>ldHRUqcqaQHiBB4WpQ`(%%5f~ zgHq3k+Zy_hQS+rOH?n|R`eNUC7$aY4UWMMZEI84`C#VG^VsONjFVD}JKff>Z-_d58 zZ+0=o74_n5jV6m{1 z-AWH>gNwM%d3+^l?7Zcy@Z4$s8F<2E3MLhsREpWP(V=^!Xp$0n4%zt=BDf1M1TXjIE@Ga=GBbNNQKvHvM_Kz_S-89!Dd0XB%bO zg8OUN_U;~9AMgy+*|mXQk^df9SE~PihOc_E{B}$PD(kpYh?565qV5$og%0m6#pTL3 z4srL*d_VfZ%3ilt<{ftF9&rh;-rrs1>|idCtNr5Vuy`+6a^+TuHQv(j@XPXp84p9m zy*AIvOkhIFev6?9nn+*}&53Qf*CaAqShLM&pC74@>^M$+ustq-$E4&B3DEeM+keK- zTxV8LSRq$vb~lOWv=pFgnYv#wFa!b~m!{Jsl9E z&*S5I1W5OK2TLNFwu&JuC($7Td#g_V9Zx;ibgOdX_2p0juh$>beT-1vhrWQlKshj$ zUx>I}(Jwe^3scM-7H^CPNh#1@&mhI5M6Q<}0?+5*z}4v7wnrF`m-UGj5J0ao7nFsJ zhZjyp%rm}m>v+(}B-7`eP1oI?Db{t4cyY@enj8Uk=OByzr4@T{>2adu9>2>R9>or~ zK2sW0y^pp0)Jfk9Jxgo3wqGQOpFZ!#tlQ>p`Bf%Ct|2vuHKEyhf}s zS!wDc#6VYDHvWk6^11@l_DKrIS?u*}pXL;nDOF>S8k6;Ua}D~m#~!HU&ItM4Od^;T zUFr!<3Qa_If^tT9+j)&dia(1sQ^8DFRCkH`p-z-M8?g*vEn<)-I6&nY=SqNie%i)4 zvKhHHhu7v6jPa|Qb0Z& z(rRDk;4~WZv>i#AAwvFMD0+F4lLC9!E1$D#_Y-}P5i?(3?YKrLXu>F32!mPMJR~B09N#7gj7knd|7&!;H`=oZ2Zez2Ev*dCI{oIeeuregkQ=`7PWn; z?!Q~uw&E5=_x(U%YDB*;7gO^73yu;idK=3&P;~%y;Ro`h+ccpc%yhnDo<=CsINW>& z=o!uUQ6523iG@}$09lZi*x&y>kGe8PCcQH`D<~!=X+Z&#n&%q^J58N1_RUyfIU)K`)LY|kym7a|O^^Suso=vGUi|-ni5lE+W zf?FFY5;B2;8u86}#^KOKSTwJ>x89-ZNDEjh*04!9qmXxkea>}%^4(mVoJ!Yz|c7B?< zxq6;UKsh}oce%`>-6WPYeR*;z9$%x*cfZjlZJPL{N3#^*R+l;{v_ZPcL+zq>U{TQ< z=S|_x#WTx;T3G@5^kE*YZi*ozEMp0A{Py|5` z5NQxlx)BkiyE~*)Qd$uhMMAnky1TnUx(8wC?jDAmc@KK;{e9p0$MJryJe>WUv(Mgp zt-W@n%dyzU%ORrVI(voL9Z=y26AR^BAHAgm?Fy}INaO#oV&dfiPqgwvU0t4T@|{g> zl9z%=YnwBOQFTm_Jf`6$>?MKRQ?fxOT>y<9h2TC-ap!+kG0ZE2dyV6v z*-4~L#Lv$~-S0+uurJ-Z9z@#kSx5RcJpxKV9X-Sh0yw!Ih0~%;IdJ(Er~Q?8!2{R&EPmgRPLby6n`3{nx6fyrNjTTG*`UM65oVp*0$Z4>lFW+i;dD7 zjRbVEDwBKbOu7aIn38a&OvM;XW<7=8xXf10L$IT?oEzOs(4dlbS-}MnhI_9gO!;UJ z-^|6Hi_l|~m9>+g%R;&C1lRx_6z-So-oY^%ZTl>9bvR<_VI5n$rmb@ zXEN`llLYa4m~^=T>n*XWFr#9mAB5@dchaETemw1?*8-W}0lNRI<--Y1=f^_EK%3E; zO(~LsAQOz!$>hP)3x{>=ETH%IzCWBrl%B4{Ze_%HoUK+=9c+_7mMOcp*&UYr#miX<}J66gg)Q2sw~ZF2W$pVbng^M^ZU4_o*>@(%$h;gnx5?E zV1zgc=ri%j3X$FqJ<_~ed(<`&m~%P{C1VEdw40r+w{M^!w#in(pn}cI$*A+V0<($B z2!pVmnA5WH3rTu_@QIH!Z`#R2F79b`MDFSIx_)QClKW|{PXq`-C8@Jm&EVje721_lck;nT z)sEFoI_E7dy_6qJ%UPqhmm|hWcngTO-ekL2d=M?}7>q=@-N-A{x%nFLHVhhY znR}3IP4X=1l`CpeM)jHQYF6>wF7aXtx{>n7?F8u4`8qB4(W+5(^4ELe+SD*VddNa`W?zIqb)nTB?C`-I$|NS-p4fYBCIi-K2Vvxu< z{7d3qG9-FZ`P4HZ`aF1uIC~+)>&#g(Sb6wl5y--RHo@_m z1e3hX<{e|$;)!3F=xV6Qi%0`N{2tZBG;IR=0)#d43-tFBQET1Ivkt0{v_kyB6SDR` zQ%;|CH8FaiP0}KwlC}GDx1t`;7AXtEot|3{v4t8+6lB?5@PIp@KcuM9VPI$0VG#Sc z^85pzb%LOEiJxMCx7RvdRnnxmXY)6V+oWiRW_Cc$j9E|DPmt2X%ML{ZdP_iGDV(W; zP){1v00*+pzutd)z;&t)H0REr?j?iza48VCT;wHZ)?p;}V$3+~Bm;+S@9K;UG|daz z$v)cCo_o2)V2jq0<#R5^;CHf{ymI0yaJ3~(F&%*kCa4L8An0<=s znKU&n>aXZg1KHF%E;UbC`-`&;iz``hSlsGBa|6IOYjzfzQus#V>x#zb`qY@u)NHi9 zWKJFjrP$#?Wa8l^(rZpr-!TxNOL+-U^U&_UQ#yty0&p74w*a+b5Jhn|yG?VD@d=$B zr*+8v@a*439UJ9;ge}&;=8aXLqx=Fh=*^pU=Ci7qZ*%}))nKSQndC^m=%Y}ix<&}! z2)WVZx!cxFry0!P;UV^*1@SncZE_=tLKo@s8LX1F|7Gz>C%f;XJqSPt@iw(gx&wVCF)q$zkdtvUKNP1IaA|WyNy6g z8RJIdNZPE2X`wSsdtJ#@e;5x^{b=4hFbv(9OfEweY)sm@blxj7(4CU!ueS9C5pO?% z5G!$(%kvg_s*YXcT{0j#g^tlGVbNnIEVxm64RBF|J^=g%@9S5$Qixauj}ZtJw5i!@ z0BtW-PG4-=_C|R4t-qFUB{^Gs_EDX?Z9 z6f@5Mxh~sVBb%pQzdZA?!v6Nntx7r^i82uh}3%<&Wa~ z2kfXo`6|!>#(3jpB!k(SAUP1b5^4J&n+VkuOz4|;n6mG>n)CMdFGL}h6S`^_VbNu# zuGF?#fY>qEvJgtQqhbRnC+4FPBs5?az>^SD?lg{-Z+2r7--)` zqxeA<2j3BLscu%P%gm=vmuz)NJfTRpDbTLxXV2F2sx;OOB3UqJVjpq^PD&k5LqRL= zulL5)7#HW1;I`Z6cC@M$ql#@&e&9&h7?Q-#-=fdnk8Nq`P!;qRQ1-8T)&g^i<>KcW zK}*g1&U8?M?s=J|GQU>Uoh+z(L!UirwW`kFb#79|>Kc5^YWW9i z7=3K;UQzVj%?KHj|0y5K{6_(`zs-|UGl1zvpdk9E2CRL|l#&)$iQ z!nI+ZpFZ`<0=bx}VjozjS#G|OiFC()pmmp_d2QE{Y6t3t^ND{<(n|>56EruPuo~Dk zHq2TL**?PCHIN!qWe3edeYX)W3wj!UIoa;rI~qbhykGWm1vxu910dpi)!Q}mND?hx z31exmngSNvWTlC*{&Q|x4(7Xu0A2)P@atHB;{#`R=>bCn12uqzjTwNbz<5*TEJBCD z-G_};717>q^Dkq!SAfsKLY-ZPfr4P9-qcr{Q9$urc|=%wP!-L5OJ*tM$|xq&fT>nq zwF#x!6rSk$5U6)K3%JjfTe1-_ZhC@kZ#6kIvsVff!EONV;m?BSO<|3lYt5mgwEKO- z55Uu#Exf&fkOpAFvH7^a9>gs};L12@0Tn$kw;|YmhuHFSa}5^b$4a*LCVofXv;4B8 z8tYDFkIMn{={lG6Z6kc67>0?3)R_8tvgU>I+_ezDOo{RT<6O>;{X6aA2uiriXj^CI z-F>0>B>WBnXY>{S#q`ky;(n+&$!(PbKoJcR0u%*wk&Z96pV}x@o827Q2MQbSQV!#T zgd*j=f2ew#-E$G{*i_|>hBrn!B3|M(wnMcxSu&KNobrv)`MhEoc4E!AvJlXB|^hy+B05JILOBS?AEI6NU__0%0dXThG6gOckZz0_s?{c= zt|qtnj2OVUQM7{5$G1F|gReXcjTku^b1=^^0W)@H(?-4!4Awavo4Iq=@f{uQa`el) zkBANI7dbqQFST#r?vf|Y;l!B)b;Q_)bH$7Nf9L3580M9&%;(I*$|H`b`oTg=P(J{m zYSc8weAo&g@p8WI%|nB-2Wch)hvt+P5^WNTKAV6o6+Pz0V<~*yi`CLXcX8+WX(H!& zo5a)b&xe8a3iJV$V?vg~4~lcw5cfO9<1L_Fd^5SVs%SpUBn$5|*Ezvk_R0$SGT8x& zyO|Ji&V)OMnoDvRNsxD$kMRLT8}#s6ixn5b91G8@zL)V0aGMuSc|NM`kHXpo3IcU= zty5J%-LFgsiO~#S42p zQ2G&|&pPuHRN{G_QGiv2XSi+pOqhAM}6$o;}FE zg9AGq2G^`A$r7(?>V&neRz1vjtG(y$8kO7!B~aWXn6_K!XE7Ut)^DZWbWwy6LURO$ zIu6D8``#m!g%1Q4@F(&MGmN+g0KsFTpnz%prM&di%SpBey$ymzPl)x2&X%ww4^&e6 z@lOB48{gCq|BLT}m`bNlF(ZEjc z^=w4Cg!i77c2S?y-o?_;g(Fal#*JR1nEb&xes_VSC2JbdU0MxYp>a*me*&nR)Jf4> zC@^nCPs^^h0bM~=Ha=VsPex%WUhl^fsV9KHy}f=Q_bN?|)s2t(RTvT@48tCqfI|>MQ(6W4HZ02{BVS1z0TPp^jxj{xM z*WL&%cw*1_4A>PrUm;fh`N5x zhI-VPFGlX&+co9o$2V38x}%g+nj0zwNRUK9nK^L2oWm%a@q(ci6ZDMr_^+eN3pbTC zgx{YO4U2>-3%_o3Ma@i~?9UC6ZuHMUADb;OMtgk&7L&SeUgQ>28WJ@M?Kw>roa+T# zFSCLd-nwTjRq%u0(Rk2K_9g=c)^y#PMvhBvFj{IcU{;oUihE!5UhU49JEq9UlBaGK zA1|Ki%ed7D6QP+$5>aF4_Tv+PdB0gY;gU+1(Sz9l`p3Ryx?T=(OXcdE>NrP1$>y|A zQysC#EE#=;9>?QO_gjZt>dd;={7GVvgf`mF{rn-B&2)k^H{;Qn>^yWh{w;XkrO@5` z@4hpA|IDaA4~U;J>Bt>=3@YSmJ5ARj50`8rQLsdGP!>-Ye981%b^j`hkEek8)1bMj z@s|*@o@Op7IO0Q@MoXh&fY3I{>S3hQDDyjwM0k+$toD(Fzj<-Sh57mOEB4!3)x}P^ znrCMN_XZL&T0ObrQY*#Bul8JUKP-eXTr#`Q?f|EH2Vw|Vg&M_!jV*MHnNAq%iQ@7* z4u{(*2C~*T4;*1wCp-^9LZTtRkyKU+6m=s?JBg&#WQl~H%B=N=B=-Vs2Xd4Z*EN+C zeT`ivDSP{>H*@mmuiw5C@%?vpS6Az7nW{ZYzXRR6OZ}u9jW^j}j`+FM)SD$WztYM2 zOG5%1shz~{ANb1#>jM3YLX->^M9%lZ8Mh?0r7Jb=lIJKUU?XKcD)%}FFhMu41NkxBZyUivd-LG1T<_kgPP&Tx{=52I6#T_l2Q@ko2^Z6$SmRNmOr> zWK-Lp`#9M|P46zGu&jJQZ3q+DHRyPd=5dLG-&c}~3U)}4C++Rgu{SEXCN7?{dL z1JZ*Fq1=olJzMVq3Pi^9vS(oS?hXf;4R3|PfM>+bzGKFTah=gp6$F&+p#<@7C(DN| z9zbi^een2tnqHo&vct?&Z7M8QGL&;HumioUJ6MR@pOz}(*K!D{Jf@YKM%iv#_kGG? zN1K+81or%9*lzi3axIhXf{)@PLYMc3zrs1UvAD6~$401CL-Lv(Y=eANi0kU8B>6>n zDVbbxF0mI6i4L3N8M((i`J6wrLcH*!kzwm{ZA zFS>H;R94M&^~nn^nKTgF79^8W+F;TpwTb~P_w7sN8lO!W?s4*IK3Q0kr}E3e$G&mR z>~oG6`zc;`VF=nA07(Yyp)|pHhAmfl{RV$y5V&Gc(my7bbGfb48_Y+y8~Viv#7^p( zTTC@FtVWCF=4NqXtVXF340lnWh63gsi8>5*6qs`K?-5sAic)k*kH(xe(o-k&>5sD4 z5AZyG^?O@Yf6p$}+<`@0Uh;EjxBqEZrT7vfi^umSx9u`xYpu1M48)*w^b9Z1C(+=> z5FQ=6ROxW}pELF-wDRnag;G6wUL>dp$c3j^g48-K?L%%cy7B)0=zscr&Z^{H10d4`=W=08en)G5G9~b+QVG21`2yM&d4|n8DZ1e zE0Iuqbn2-QLdBO|;%9)QC1GshU3emG840un13THI+rebsGRx2_W)iic+?9|)vlmBG znR=PLg(qh`#=cwOH<>TCTR>+~(anC6w+^+vn7ait?Cf>u{g2RWZ*$K;#qVUn&X*29 z^f z2+o>wTQf`O{E3yN(`7vY?sZef9*p_G+e$ldz4f^HKqwj-ecSuJ*S=Cw6HkxeR51^|KG^gu3`OonlmnQC23HimXjl3T8&D( z@Q6_G4z;-(Qv2vRNcT27C%bMXK*PL)WNy%caSfnseYsvE2&h)?%?qNH;;&ZpVAA1f zIICw!K$a1IFHL;&=%cO)Q80*C`qwwXKxEQ2pPMpO8p2l|ze!)@Xz>*3oTs82+iD$O z8HI;r{NFKq_K%juTb@8^=Ygw|tMP+%vjjj`4i0QrSKsMY8KE7)5OOVy#!Z+|T@B5g zif7CaH|cX7luc$%=-cnOgL44or~m}PDa`n++nF;k3y<&H}S1XU581@sij5 zoAmu&v+(ffnvdoLF!$$|-LXLl6M_};x8>0Kbv>lpx}$p1_mSTTMIsT}{2slwlVi>; zC5h6b&1&>V|3@OH`0>wKGi1&TC7h1WTx`~l0CN>S@mj0HDknZ3y{SzWnCqqQ|EyR? z@G7#?V(RkC+8QtI=_HnCO>*)s(aN@XT)-Lz_u)r1VZu*PNjc`~CQDNxR9(gQ9RZ5k zQl>-N3|5+Wz0F=-UDrV=e(NDZ$(Il1jw-rBO6!Ca?O~1bBbc*gR<)pS1s7m@_gQeI?eZx|pdMfOf1em8o zI~S)2%P38iBaMUdP?!2IZ6!XU7;I$1-Kv*B90$k?ES3(cC+BY*xeo$3$lS2;^CAE0 z43G?tq07j8oW?z4c4Y11jpwo1B6mP8cXh`k^frB5g_RGi=)w zf5w}E69=>w{|O;etEDjmkMHq}wWQF2;xU+t`lM~S286-ZLjJ0gl3!T0TnUdR-EsD# zR4TUXE}rRl*Jap!*;<89+~;Kd_T{;1W-w52|6uDDmyf-ZYEbT@HUW&|I~u@MO#e80mk zV{~SBQ-uN4aUX2rjGn#aLL;zo*JV7x3_-7I15v|aoeuha<01!*L|VdW+7Yo9qeS}o z(xYxE!UlWLrELxb49m&}*!Q9bhb=)=>cr}pgFy68KH zf2WPwF6wN}c4THm8IJB8ksyA;bW?q^sB%L|Y*Jh{l4A1yThbP-)gVC{}YSGN9t4AcIBP5R6Ae3(HOWCHjz;FSYsow;U; zCr!sU%w0e@X9jgojhXeeG!nu^hsp0YYD*5QSNT_{of(&p%Eq&u2kw$?l%IVcOWu9( z=Hc5HU!T)4e8u!JY$>eUEMzSF4wTZJW}I|1u(t9F3!SWgiz-a$7W>d)K37af;Ellg zE@y@OpRjgQ#rpc*xb!OgF6FQq>yYGNG7!t=Ak?uSAK(76B}wC@JX79bZtJL>c(t9# zheTs~K9RZ3bjSTW)3Mzpn{i}QBWy3c5_0!ZvyoIhafpiC?AA2Q5IO5d zGsHvGBKBRJ$n*wL=>*j89cASOg#=iRR`8&LO`UIN@}B+PBWwb+KcACy46n~O(a@Ta z^DE?f&w@KkC=i}7U6WSpQ|EzPpr{vE`ug~VgL&fB+H`+slTp zR33WS7I{E}cUJ^&Z!OMN{@6e_gQgyyApR`Rn&$*%DYeAGt3rL2{ZHt1+f&I&J9tz_ z^aDF%sWKfs=JDC>>JtMyT!P6iRe`shdcQu~&NtWz#v~o(OOtINhTd$e<%;&Z*Ja6V zX?N$W75>SEJ97TS+(;pVH@#CL?6D19j)S(&zzk6+MX?T~jl6XtW=oJyfP(v}m!cIG z`}^#S`l+m7`V#wUZF^d(of3L{O`o=fA06#dk;Y-^KK3C{LY3UXfur-INI%~C&!MF2 zPPl*UC?DPS{7LU4@ckk^+S@}TOVB$vU)65&cWiaj$IYX-p^J7gcg|=v*NTdANu7~4 z-@ecF!+qo)yf?k$paiN6Y&@zakMY>OOHyBhtwP5mEq6(-r<01hT0kc#V7$jHwUdxP z>_V1y8SX$bw{aKHpA-dz&ftjz1$8XpCV^_m)A~-e_p8Yk%@o%3If@b)?|7_5+&A1k zE8Q3DiLjuAdEQ;iG=2@MNB*})-SfIut>jU`61>%xaa7?GmYOvU&r4^gnOZ0$WWCMy z_T|1klhBgNt1wf_@kf{`A$Vj>%P{iQD=VbGS1GTzQ}EbxYc+m&ZON9b#=vwRd9@q1 z!&~Vh_Fhg_IjU33b;o;eJ5%3zRncQmhYF7 z{(0T7rdbZLt@TM}VUtWT7=$koX?gpPLD1d|9g$rd1U}po!hZNIG$`s~Kfj726}C@P zK6-e#o8gp0#3zR7NVBZ$z<@CePVSpvzV*+l>(=HN6F=@v7~J>!pyp zg5SHGgU_?AeC{)MkgQm+M~x#(N`bu;Yc}`4=`I|Y!%ytt1Ck?~KK46wi1kmhPFc6I zLnOkorpV)Jr!faU>+_LwgnQ@`M5xjWyb{Y$0pHvs5+6@&^FmgJ24=T2HH56j=eO}2 zD$VkkNvCR5c}#z!d4}W-A2ka1Z@BISM=l}?QV!cn0u*y<6|uM?er-5rSC8abgvbfz zAUknheXwtz5VFSjW3gry0)f37XlN%&BmrD+RST&~?JLH~r=`N$lC3YK_pZtXh^%br z^2gZpig2Tdr>SLhTm}%0=c5(yJBYCNio;We1xPEMUyB@k4ERcN^Sei}g6g$8@0K$s zvZo45Wuuj5LN;@6WFb@#X|&!vVfSI4&_%eCz+=jBOSUnQi!Vol&_o}Z}<4eoc z9Vx7GI}!A~P}O2HrM5I)aSJy)a*`%JaDb>>0_z1wH%TKmVS*Cqd^8(h$*ebVcd5PG z{@G(=!XJT0Do);v8F`gzFNGELu3k1|BC96PnLXt(4rx?4Gmnm>T%d|<-CN+2`wQP$ z`bKwTq^n1lDn7?ziMD0RW8?Qy@Kd{ElGW39Jk{Et zdwg21?^%M$XmRTt2ZH~IwgY(jZ}#o&y$kkSM34EN;$U~1=e6*}N=iwE;wh$|rvES) z*76rQJR2)g3OKKj8_D$v&~b8xl1~>g<&S*|me?Hi8a(;E3k!oeaHsnMbK@aG!1>d* z>DST9$KjhBT@Y)&yI{Bd^a|{u>rcfiD?xDAdFAHTD&F&!izo_R=;EVwf#%L3sU~dt zgmvZ~ocC5nM%4U?K3~@+in=s~DB^bDNSkZ^USGm{Zsq z&(PT>PkLos7u(E?+ck?Zea(~GZ)IE(Rx{vsR!>3U@KepRU+flNPab@w=S@%{kG40q zrHgX5j-vFEfoaT|aYj2sWhdQ@BPhPb_z5QVUTmRr_kp6-o9}+RCNwH4;^Qkao1o=e zD%Q=IhEtpFWra^0efPw6&61W3RoiO(4nH)=_dqraKlw$M7m>D>il6e6Ni)2FZ;_OZ zDGGdl*X>oa?s~l|gjh${@`TLUffse6-ePy}H?6Cv5!?xf@5Hsv&vg)x^=oK6Aih3d zDeXk2iNKb%WT6G%f`*&^#G$WoC=KSNSMw|l!(X$%^~GI6QqD0?%FP44!jT>PqmlF0 zfO%AWY=HBL8OmJgo6xVQGl*AF%ZlUJ#+9D>?l8s7$mUG&p!CrM0hea-RBl6Nj3$gX zTPjYL>_>(({WnEz!|x|iF5FM;+o@0854eOQC-4>c3?L$`d$WYoQbEv-3v6nJf|H!# zd9Std+ZRT5EZssqZ3CW1=k@1i{aJ3#2U6F69zty{=Pl9=?*CbQGYipzz;%GrDSha6 zJQ?r{(q_9`kKn-Wk;O)OEBIw0$yQ`h2|FQPC1SS7;+jswEU`IP$J4d#J~6o%PQ`-{ zuk3jedu$#R#bR-8^+xhhNmz#)inLw=XFGdgzEz0E(;9kvfR6`Bc`&# z4leo86z#=37{ZOD--0?vOU#EAZwr?}ilLtPcg}{u4~HolUsC%S(nnj#QVo&*MlS8` zXA^oMnH0pyR>>4guZUS$vtEnG z`jLw6j-{ghZwd}wV7ADoYtRJ&)`&>Fs;!pSgBQe=k*XVzAnJ!jLO*T0-cz?j=N`Ea zd4^FC!LIAoybELXdNjxbb6 zVfyw3&;OW}DY0;meO$nziW;Eb3`?Tx7D^SiCTE^0Y?-8&{7#i^J!yjwT zd}GzkEu9N*HfS?GLzlA7y!pvhgq{8!9v$YKPX4{Q0!C<8FXl4aXuObB&e5g5ovnql z++1+ZLBRJ98>1_?>!1XkzjU7zJf60t%Z-4o+`YG(oUmmZSmOBIJLY^)jj*@wPW;k2 zL|o2hl5A`>DEpu#RmNEI+jpz;FEnZt+VQI|zZ)7EISr=YAWjI+na+O?@3mnxwW?=m zIPdTuDN`FP^FIQg++{b*`4@+w8${IW4y>r&enr{M;{GCF9o@H;O^e7#=_U_MO z^$LL7?RfIgns|m*-$l;E8_Q$r7>l-0qtDb zoD$xp`NDI@4jkGFsA&bCxm4mSEkYAwucU?#TS zdMDdHrcTgaQ&DA3J`SzXcXAWHm-h;^8UI-ClPB&UuiBWeYI|}1(Nov6eDjfK`MHq< zPS851Hf1eNbng>amer1U$*~NX`e|7R^0HGdj=ehEYf3rwMxqkOPbJSI7*{(nP8+H0 z?XXdhLMqFvW{8w3wVKqC1Ta+8{?vvzTc(ZQUI_^KK+hy7=BJWL6s;s=^Fp-=hu+Pp zMJ!RUI(*T{c?TgEFBvh>SQ2`t6*qQHQPqlZ;yNUb3jHZqu^NnPy5Nr|gWN;#t~ATm zuK&_@>i#X#_G?1lL~$cHQR$hln&QTI94SFhh<-9vPIXUK#P5A!?~E=rTgp$1k|AM6 zI{mw6$nnkRo(+|6alJ}p+uV&eXGG)K;it3b@cn6%g1zX~v`BLEuodna(Ar0{GQ^m>An&y$a;cf-#2Se+&B zkl_`Snhn;F(%P?uGU8};FB(){IiPQ`HfS>p89eU9)nd1K4IO|>8Vf=s85(*dzl~<~ zR&9Nqz8|ULT9Hw$2zJkki}<(ttje=XfjzD6zT5FD2eC9bR^$q2HF;Q0lUPEz4)M1H zyjmzEait#>Lo|$ImB;sw?=e5PwnZzzG2MF zH&aA^{?{5;qz<#-^lg9l(Dg35pgBChY|%8a&&P0)81?;3x{19@ZEhx8yErZD>XGtU z+c00q4%Wcacy%-mv6j-L1m`$&czS^ zoPNlV%rB^9P?I&Vj-0e!{L<1u@UsI-HV576&2%ft%$C zk}4|e?x-k;I`!H*2(8%HvU?soO4PYQx!T`rDwT@?&ttQb`#0{~R{FaOI84H-cz>gN zowIDc#7j$midx<%}plfz(&WxN)8+LWSy($#rD`O zbY7ago~6;c?^PC)(99ionY|aYxn$Ol#+!^J+Xp4SeIGu!;$^52+b6}w$x^cK;!w}D zg-}_u6hK`_B*&_t`)9kF!dK_1l99?#(uMhA8}mB7Ni>LvEfZ51b!N{)5^@ieYrUX~ zvO63?*f?6Ra+`OzQ0{m_WX?dom-%yLC5D zBX1LE*4LEF*2w03kPJ4@D5ArWc=bWiFjtmnT4zABt)fmx7H*TAntEu_QJXNOuABl9 z(n%p~)XiJblGMzSy@&l}YT*+nh$rGqnmJ2kCv1ykY6d^D_J-8TYzne|Be3nDfiWTF5Eg{bqgsMu&nmYEGFYA1zo1(*lC;`IaS3g zx!;pNTKZc3FGK0_4mUgYIPhvi0CNRt^X=~x4SU)&rYBDyVI$4vlsZTD6Zz>y5>Vf)sA>rLyOz|z{p)Itp8hKCuBX!)dQpL;*qc#*{h|!h zIt;hBT%i-vDh8{GMdl0V&rztiW0s96`g1i}i6@B1dim1|rjwUWqMCZ@3#hgQvy6ur zaf1u?kR8vansmvK0rRQ)RhVR6Md?q&iCR*eel4y1;G7Se5yTVgM_7yvysL9Z9L1Je zK|O;bn>#D#R+Fj(zOjNOT3}Gd1OzXr@>me%dXhI zp4J==eNfa!Skh1bH?H7ZWoSu8&QTbzWuwFI7wlQ3Pat)FrjMk7QcA>}V9hKm#7PS4 z%-!KbhHgTW#O)O_9X^J4I#Ze30!K3w_>WjzbKmI3fi<1O?g_+|$2F3MQ9+cFU(6MX z)TWym3;W^p6s~zL|5&y=%X(;6OC7ECz0y``ZooPs37;0yMqgxGwpuiqa%fRBLNa** zJPT|106A2r%^t>)Gn;Ms26-!}mn3U4&(zZMz|Bc=Bb~C2Od{kuZbd`;4yGDCTMHcB8f=-^aZ zsw#p*b3lPHCb_Ow9E&r;tmWMBs=DO;9to>AEu@#JgL+5x;+w1GcNNW*$mP)#9VPfc z*pB2ktkK!uD^b@8ha*qe$nsaYC`wLUoM^2kvRM(v%Bbw(dQBGZI?mIGCl0C;bvnSr zd(iEncr4EKz%O;{>w+4RQi0~k;Ag*99L?V%9`af?YY-26-f98KEBL%de`*pW9ft{) zw|?My)v%jp*R=|d^_tbp)zyF_@N6H#9n*`Vs1j}?B2J5CRDs&MhVS}T*TfxnP zu%7EMEXs;mMNvDj*2SXA<)nVDJC`w|r!+B*YOHM|Li-g`j8GP`4By?Z&_g+_<}<0T z9lv)PkUrwVH)}r9D^jpe&_dK#z1?zAzTSF{i#JG}J_HqxBXrG{BgW#QfYKR=HdiUi5?nj{6Siyc;)w?0@9PbOA$rize)Egu(;TD=+ z6&tV3g(7NEUOEb+l@)~R!<-7Qn6u8Eq!kc-4UWGqiJt=hs~Cq*vPVwcyb?A2N>Mr= zKYHE!#dWET3e^&Cy&m-g+vpDl?n78Y^)gzFzKToz~V%-@2nPu@CPD4Zg7&0=M^m5 zZ7w468ZEv`88j07u`cdQnSo^k^eHf1$KWKu+ITZ=)=gl?lm(V)Ai%opxGUX88cf3_ zD~{9WP3BQ(q(<`TuA?Lj;;zD%;J)L5V4~(|Tv?56I`I_*8JBtajUNA2On9FpG&2>G zbTSW#!SeStzqT|Q`16`2o>e0_o;FtbCRat}ysK+h)u`&)3YVY|xX^074t1t=GleH} zkW1z7Ztf%&Nj!4(q{(WV!>SjpHp+;haWsDS7PB|cX|&I8Gc-1zF?fSuXY=n9<_QD; zzKh47Qx07ys}bkY1mkd_xi#3hO_{rxPcDCB@d`k9Y@A7{a*A8iS`RU9?%hS-A?Nak zrpXuvHfkslsdtmbp&DFa>g6TrJY{5Kw&YJ(z4eYd4y}1z8A91}x#h)~)6( z;tR@2Ba2!*>bQLrP49^RW?8^rW4Qf^n6W)(A3tFbqJU;3#Y#+RDpE_tRhd8 zlEOoOrU?CrO!no>S(50zS>{M^#AP0D#!G10B=}yKuYkAQM zwfOIhZP1j1`Pr1rV-vlG25o>5jh7{@SBYF1aJ{4d`n6Za?%xfz_QxC#taU@0OkJ>M zBLTvsY+|2K8Ks=lvlQ7y+tI}x8HwjLaLo1CW@Nol!=6V3eG$bpm9OBsvs}pGas}=% zhTP+9?=G5?0T=N@4XoS4t9t}{W;-X@{qaYQ)VJK>T{JJRYqQs%;$+I}xbQ2@kwj9i z>eg%IOzm^*^_bK@AxR;0@@qOnh#Wv3GH5yZZBO(4;vEf9Ck3h@(1#8CUVosz4yg|k z$JamO`g7vod!6SGFBe4B*9mERNof{0iUW|1Q#}(H1ti~_KMSp?&L9(DQ++F`BffiD zFIa$dEC}F=q67ITsDLtMmHDk@&rwpYagoisduHNB*-R)1j1p{FEQF$Izf!dF=qBz2B z$l)MK*Kn}&y*=QxS9`e#m2#U2kNuoPCHC_|qX;3vBAz-t)rzhxzpd|1`qAZ&wM^A% zyhT2{o%WTd)oWhYlHbAFqh>1W7KZ;;JVAm*{`ZYB74W}rq_So%RIW=`_YOfMLU*!< zx_T=&@+lIxRJ&gg9bW^EA`Tg(HvHz|pJ zt-+g2+%>IymJN$v{C&uL^iMz9Wso?$PV1wRa}u9Vc(9~+5m7y(3#aX^>|TQVVeblQ zH8u>C)}M4U6dY$yk+{CpQP*Yao*P9%tD@GAlCQR$xS!^pds$wA^e$Gpyiz?+NJk4n z!3HvCl9|Q{HO6dP6PrDFY@xe#2}3T)oXHoX)vCu3CHvZwOXt5qA==y9|E$%i%`j_} zBH96gzDViz-ppOY>35g^ipj6O8v zE}G9|Q2O3K2G=io{RidAI@7d0b;=q|$;WWp2LKA`OkHA_p$mL{Ks-QYjT0MpqUod3 zHwFQu+giEISZWY;&)yFpNy@hoZVY2Db_f95;Rg#7XR2GK<6Y8RA;HcZN(Z*`n)K4) zHKc_)*Gi>S7*zp1-Go2s3dO>CDN_cVpY8hOCopIA2t2GObLW5SB3>9HP%rb(FE-qs zaDCR?HJyy}28J6O$|ZH#jA`C+-UmG|-$6K;(ZV{en{3$Hr=TaVS`fhHM&Hm^qaf)-m#J}bVoJu%8;Swg(kbT&G66Tw)Orx zYTDQ$l`kN~4;LH(n1!1O&A3J-D7BEkn9SYDKrS4&-A0&XE@Flx;6PT3n4+k7bYz2S zEF+p;?+k46p~yVfUcoUCy`0fz@RP%@TVz|#3h_i6X%$y#1=_Xzt;Guk)SXLlk(l~FHGL5VGB|$cUj$S4)pULQO(9ryMN6 z<=EIp&!ZC*{kLR^R;*|68x)p4LEqE3=4m-4U6>u6NdwdxYo}%JhX+}*s&}nw2Z>a~ z2!)1D$S<1{`Ln#rXnM+5s`Llg$Koz@F$=c97nnz?fx3KrMMJTNF6!64f__rQj`HJT z)IUo+asJ~k3%a+=?Fx^9t7WW;&T&yaB+FOs)hH>D1{cM~@(og-UMPM9fPdbUK@mq# zR^zH~YWa0fD4N{9ziUDlL=i2rm+UEef_FuPV8P6REoc2aJS{uI;X) z9IhWTsDm$C>^pgNTb`Ta5M<*5T9ZnfI|QGEwgya<`SUYB=`plk$3oDNUq8;mgqrn~ z&XcWsBU=f=AQy>;iX|IaYUGS=%P7r( zZIQp3lRo6QbmI&W2?&bT-c?oS`ujV7^1K~x4j4P-{&&CVf-n(Vlz^9}Xof6%jO>9y znLMOz*v#(waDj?RT%{)jTwqEMrcwQ0utD&<%u%$9T5Z9A&Xni+DwWM#+qIiR({2*BO>?M(5Gs{qNd;kB(`|LL>@_wq^o>07 z_RpNu>UYvPk)!R>jUp;0FJvAhm5cJ*OV4&Mmy($*OYGh`F0#ftJN)IXef+Wym3*&m z;=LK$Wp|+Z8gt?g@w*3v)E`Id-0=1LHxaUA$wnQbi)sc{vMXEbDG%4d7TNXXhTIlK z(1E|d1qMp$kZ%IKxr`{_u@~#(ko1#r`d(>FfH7aMT~WB>L1{gVgvLnEJ4uzfP84%<1~*G8GX- z`N0!7(Y7!0TLS+DbMv{1k8Rr}Qxkk;-y_QlUvP`mwJNIYHk3F)1ao zyFx15P5Z6;t@+H~nMZEQPt>nnT_VdE0Q-@i;JbUqPL%Z#Nnhdh< zz7RjVX_Z!OYYJ#wQkjZ1dD&XJ6Za3&gOu=};y;(T(~>P_uec_~yG_Z&wJN{4TW$J6 zP1qolsWxEGHRup+tC-o6z^T#QFKjx zB0xKq$1w686RYewYIj{qaLG?{qzr343pAPWuNEtHZ@C<6FTTGvUnM$TG~H;^U1!;G zS;YYD8>@pPd-QzgPP!`G$sgVB%Jv_bz5U_O#XD5Eb7fLz#L275Dr`q&>b;j|)zfl2 zde4@gzBm$34;U=+-nGO3)tm5RH;WA(iM%+S%5uLyt8L>>RxdZ#({!;?e8|>$CcWgL zVeEy46`M!4mHZ$wlhcjrM+3o4qT!bvOw)CPC*LABXsr9?-~FgBlEp57j&-|rpg$6Am*Yh;~?S7Nni*0di(GnqR1=getXpH)-=Of z)24!9XnQQEbz1-CjLYsw!B1zGvC1T7{G+P?EU%pw0(#e1T0>i5kA`DSdq*tPQ> z*W<;y9;&Sy*(LPd`gPiwoh?Xmy%}HqZ=YW>Bt3m*@yFJ#dpBysSoZ5|>8Q(-n)l*Q zDAMX|A^QV(j?Uc_)y|&%-ah!`ot4>({a$Lj#atw7wn|wgq z#z!XTh9d3p%z!z{R}bb+`%irs4I|81H@@~f`Kolk&F28}Sx)kDBYR zkBtfBHA@n6bd5+*+tN42x!s=2E{iwv)%SlZ?W5$QMJ3Z}W2R7Z$oeMJ6+L%W{8n#$ zOE=}tiH?~!2QG!^(piU1^)CpfvK96E<<@zNEHVC!9D|*4hVZP3?E{ag1F{CBaM`+iww z1+%(${&p9Gaq)|>n#{;0L!y!iT~Tdumkze6zLn(g{l9Cg9$Xbq{-xVVBm=XYGhUaksjjK1IX0Eqad+)oo%erpxX=B1_~60ndP ziP*=-r@)*ab*E3KhdK6aXW^7o7cX9%$r0oGRCd&L){bSz(R28*9fz;pJAeNCTb;Q1isb91M@_1EuV1^i zS5QzzNn%PhHRc~5{`M+-IC`&*jZLaWvv8}+M7i&rRM0~8a6-|wwp_;@f`*Sraz-T; zLXT^hQRC~htSEmBo1RfHH;)yzZ23^c=`3HpFd;S?vw~$u_@_^&be#I%`_kg5ox>UJ z_3C=AX+`PuVjiCluV0@?$eSJDZ0-rAO?UdleE4v#Qi?gp**da}?f7fld4KE8_DiE} z6e0Ho7uSh$5$9Ca2JsNL+5Y|e_g7nFwC*+;%{=Qm_p3-V`PzfLg;_H`&D6b3btW6A zy3TQJ&Z80(#z>B7b9$WQ!n8r$<)puw>Y5T_HPg<^?7VR=K5y1kAw=wwR)%HWfrQ+R z!>0d?>_1N_u#O^haQxRj*5hL*x_f&M?Aap|8Eo@Va&Al--wu`v{H!47? z9lud#dS1;=gfVvxn+~T-vq`8j7wGw~=I2r>#A244r8uuyv*!8Jr?0;}+Dg^xNiOC0 zEA3uGTd+H}6E#xx`N1Z-zJgZez15rE>fATne*9LVnEgPiOuEqZZ=0w3s-%0v+!r_- zb&t;Vh~z6%<8|yCuLle#S)g7nsYEK)iS`D+>*~7ZI$0&-G#Hn0)M2PWLd~nyejqB+ zQ=1*ozPcJFxD40wQu&vM-c$&M8x%c3wQD7o;f3Q3o`{}xbaebyUS79BX6KtdVJ;W9 z>exNA%%7(vHtSNH(iWzRq)aR*b~8 z{rvg!Zqa*%SHj;)OKYwN=tNwKQ4`9Ml;Lts^<208?Iy)zCp}iMn9`hRTh?ynuT3?n zu`5`QK&Nv-Nwj zTV5cAFfmb=Vx%;WwO@R@=g*%Tt0!pemVdcEm$rO?^6M)*i)5rTeT2JvVtkx-!D6xS z8dhp-3c2xhdwq<$fL6MBU|`^-OP3m@m@`VY$9C>6$(#Q9C?eh_e{!NyN~`Dz$1rLl z<=eOOf`TaE5OOiQOR&~KX>Ah~;+4FOUR-XMdy}vi%Xk|VL|RpQlm0lM_L5h8;KRG1 zv{u)X(hRPO1v`2FgBn+ThrS(1cdwF^Oc+ zE62gYdIn9+y!M0g?h;;&lP6CWPsC^S>_C$WDSstWSyq;-n;YFXfmWh)Hm8W;hofHjaMxMC==H8>(ifS&@-@SMZXEfwbO>1`J|-Uzxr@- z#WL~DaG7A`QCVE`){A*UQp;Ywdt+;ei|`K(wN#9(;cX0;^&8Nsyt{nu-QHwg#@s}u zRuVpF0bfImpxTLrG^%dRE3E5bfwxX+uja? ztgNgcAv3iG&gbo}^pKIvPS$x+1sw$*yJQt3RgA)1(-+1A@{d~e(og-MNr;MSuu07& zVtHS`efw9dbs>xLhsL(ZeZ8-nhwDrBgdLQ%$=FI(c^lq)e2CZDYjZID~{>NRaa`7UW zIH#l38ub47;}6;Kl{}2KK1J`g3mW#_UdH+~^}uwSx+`;@zMqfp5&(&?dBf|BHm8_^ z@gGY?Yt!udtDokV%P(KPJo>|jzb|?xW;BJx`#sa2LC1f(&b$DCDf82^>%<`|*`kUQ~E^c*i&f@!(f>D^*L&`0Sgb@w?>we=p_NN|*QB zqohV3X?+nEmhhv{YY@+xCCcE^r56jc)cpMd0!lM8GXqucyvVv?MBIO#GY}o~+~0o- z&Fg`65!U^jlGMCiNRgt{{A8k3botA}($b#ml!4%~9fqR;2ILN?$3N$7b!X0#X^IiK zPc|Efu{Ph`eQLB_kIQ{7X%@dLa;Wi-y;>$q!r zx;9G1qeu*sc95DteIKA3O)!V7tgKkiOM}!~zph#|rz;R>F!rPHg};Bq2A;F`<_nt2 z>`*;sA8-FQP!s7x?pscPaN_9F=&E-zF}A%GTLboztH; zDfI!X)Lrr7h)7L6N|~&dE1256Wy?U2Sv*-t^0YZ6occbk6{sDki}AQ#pP-kJnwt7_ zN@A*3MeNt-O?3bO*Nuz@Y0Xvvf&EidJ?iwYPBOyDA7U~%`{{XzwB3^SSjkrZe4h%h zEWyelSqfCV(84@p@a|gvRid0|;naD0dwZX-2}~Zv5woz zYH=<0qis4=otrvi^9N+vBqpB{7&LlkxH)4GWvmKBAf*3si3IM3yJ!JGWK|v~o=2QY zMq`SR+0V}p$g&*~6tw^Hhx&)?>}V263k@e6=69!yf6aoSlI2{7h$*RM*@llt=c z^Ijev=}HNDFt7WP?=k8L`XOe_%ep!`aTtm^D>-kyCM)}dLww+|V8wTTKCK-R=>fV< zQCF{Cy*rpU{_VgkmliWFpRTU1r?v{bbq4CMYzc;kRcV*>!r0n06IEJFlcfJ-L!29JC?2!p()& zXhir7>9J%x<1#L&srdtmq+b29=6z%&)lp)p{W^ME)>OTgbWgp4f6FAM0|+nQAgisEbn4*C8(&t`ink#O3bdH?jxF=xvGLo*1%|Dl652=X-yZ^)FQ|Q4YcND%uWqP z-dVPCK*@bp<@D6Udx5fqjc!by8%)Tr&%Dujcl7--)?+7bw%V%~8?}sL)IO!Vo=~YQ z^&H_sRSU>!rWksoCoR%O6ly&-Seyr&?nZJ6FiK~f! zBkeVSVRa!vmtyzh{?-*T>8rFemWGAgF;LU98vaNbo9PV`*f*Iib#tUeEQ~vWLJKrUi$a*BL}uv2hih6Lnk@)F0Pud{=l8BgQ9Q0lKk2Ty(_K${! zMv$02T1oUIz@JHVxGdQg$;rufb(hr7995bJ$mEwLErETft1O`YpXdW=n@w{1M2PrJ!WBPp(u2BpWY>$((=7Tz7diNC zikiyT2KSln01w+bpsN;1po$fxpax~2de^)-ojzDJrIwV-6dC6CKdJ*?cIvZQHz$$sMd zvTX9pm)mlHhNWpj!TAeQ3H2b1uTUd_fffyk1=;q4hPc~w%$en-X_LY9wObA*3R^T0 zlyglotkOj?jEradp0}W3>I%NQ_Uvf}R@@m|<4SKe@{L6^6UGDU2oA=731u`}U`$4- z1b~z^kb9R4;1?21IrC_X#w%fqA=FdiA~%}2bzIo4?}Fbo@Ksv1oIqfpJAWl6UoCIr z&34zVzZSey+7GWTOPWOweHqAf4Sx3Q3W}s4tH@PS&w8XDvn;tHJ0X9;NgOya_QQt{ zvPF*du^PKez>v+yyGn3B!jHVYE$s5Bv$WREUk#W-hQ8(?zqA(H%0_H(dQM^zYl>Z;0*JkWs;;cOL0gZxFh7hQA}Gk53&E}vmIY!vtRd8N_(-U-{?H+ zjFIm_^#oy}GJ-$mMuOWbpKku3#M|49yFDl(LS+@}`xBp=A}pA)PbK0dZ%*eE@l*8~ zC@wJ7f*A$%1YHi7;V{snr`aM$dtC`z_1CgoUH{`|J|jeSO&;fO@87>C&&3R{Xx%n+ z_wG`5K|}eF$`w9E21Pq<Mho9JG^pI}+>7CucJJQrew%X@ zmmk#0uEjVULc@!rX9m?VXSSEje-6-dGl`0d!hp~0u%9RYzN}21{m8X*V<`n?=5^7R z3JioXJ{Ui|xbAivT)kR0?9jY=Pw@I&ucmDKn5m)08ed=EyL4{v)wx^QgSO6~4aH8( zq+coY>~NWA&AFLj6zaJ9mbCRNC-pAUL|-MV`nBHl#DRC+{2Xn^5VKC|@Ow}S!#l>`y5 z2%unkq9ohX4YW*A;`%ce~R zDMpp7{)~JkBfrCSbXS1(RaC^ z&HA$4n@l1DdCAU0K^BEVJ?v;VTyW0C)~;?!Gc(e2pSMrc?JV-i`26`aqr-#k?qIZ| zI~9n_x$lkFse0}bXsI1fZGWLf9F=uIzZcGAL;V&Esv2BhyLPQdk(9Lr=<>QOb)DQ> zNr5w!CCcy429|b5+e&Tkrzb|ZvFbt3-CY9ysAE@kCf&R-c?CW44I}bg9?$7)F1}wB z!3*uLEVE0t;M4b9IF^nwZi5dubAmdpsO&wLFs0yX!IQOTk=*E8)rOC?^-e5z4_-CL ze$4tc6jE0;d_~SBUMWOhhmOi!+743gcMZ41rg76%%HMOXeA&V2&hJndr33}ZZapX@ zR3|wKzj#w?fTMUc{5}^jXZcr2YaS(s`%J~#g5$y zbr~>)|HV5U`^N+@kRUxfH0QZGpRV+o6tgfa@Kk=Lt3?!d zzs>8+mVxi(H~*N2KxRHY_G5Pm)SVsLc^JoXa&jp{Lqqz~QMb+Fv%c~+O3+(2B_9_T z&na;3I9DN;GTY7^&7F86YtMeV4K4_aC%s%$K=Vkhh*_4w1>BNOjze6HF);*=?n^yP zC1ZWm2Y?jAF&)#Wm>3AyV;l6Cm12XjVsv$sKC5Wg)2G+@wzsX6l&*l%ASlS_j|@9_ z;6N$FZX3Y~k>f9}vEk>6C-5i@Axe<(b3i~KAtf(}C9kY3)UhWpvG*tN6hIyLBFji2 zWLppF;}bkpp4YBj!#qYu_b6RTkM@zAH9prkHAsC`+MVn$+_YRO=he7GY*bhwDmE3A zX*s>9->&K9VFPmz>nrSnLX+DY8gAY@M}PM|@8*gD_UWBcsAL7-)?1z41x1e@K0GKW zShHsBTK3~%uWaJ1zL~N2OZ<}?bAGj(<<+S5u}QG(KG;#KS$$^FoBA{I=i|WYrg~mk zttfTFj-4G!sjS5V5i9H>kQCdux-3vI?MCO~w=*G{}U%q^iy=c9yf#?^ITc6yLUDCQPhffFZyi z&yhWbx=>Bz8p>%FqD0I{YmVHw5|=IJVKm_N1|8;K6h%1&=ddl1oSw;WDw~^| z7hCsM$5Y=%fhla->99bA38 zm8HeS-y!;?0X{zM|DZW2mH~gRgDGP(yxL_2)kXKUW!mU!F^8cKkT=bs`xUsFd;_Y< z>ut)gN`Pi^9&k46XJ=NxLT2HSaD!=a}l;0In zGP*9m&UkZ5h;`-MI#!-lFEieB)=3G8Kt!?HB4mG1c(Yn9iDzh5A6rGti%z}{tjVTrAk&2jrPx}@7C3Lei9L9!Wgvey1s-jkLT;);rT5To}m4yX^{E-vA5@%F?0sybY>b5pSU z6m*OLUWj!0YoZFdnA0*ujE3Z19xpAuw3%#U>2z_>5$v{of`Wo?9m59KmM$$dt0>&o z&;yPvoqiL*G1`?ugB0(5%Q**Z{#HcuWz_j-b_T5y->I7_m{9gk8X32TbOyAV?VeX zCIC43k)KmXyI?j@;h_(}37$=;#grxy!Oni{PZTA1*K(j>`+z4JSvHvtLh&R%GOPpRAD`|!;Z23? z`o2Fs!a@mH8kX^Bs{m`DKweaklf*V5)8`O1-oVgO!y8xK->SPUH^AzgTBDC^XhUgY-W8D0imJs=;!Jr-ht=L zVSa21viKmn|0)x^MDf2`ed=f19KUWiDjs$)>;Cp)7PZ1VGn&MYG|Snr=8aURs1dW~ zAUZGE(MwVzc6-r(yVG`_2(N^9K$|TsvxDPz?&6pib5=8LrJH_KV`=0ri}pO7i>;jO zNU97pXC&~tv#|)OoIn2%>&7*1)tG#pln-hxx;0+T!6Dr;^T!H4jpWlJE!G~qi+ep* zBZYTZObx2F_BjsV`EYM`kpbvPEyH5>HZ_cNmG}(~F@c>@0XXy%y!_jGpruNu)3N(Z zI=^~n!(G#|b1t8P@MQ+zumco}JZfoHQC{<`LRN8kY~ec0o=Gf++&Ddgb#imSTials zKZYlc1_R$;gk4h$e!6k)L zA39{wmaBp0oItc}z=pkVxi%9jbbdTveJMlm#?Q|khZ7pd-n|#~BHky<&SMwc zXKTVfaXymZyTCjlkXPUF>((TUMH3j{q)onf{(SSgeFL^o&!baQRo!Pw^*#xoXl_oh zy)%m^UzfETp_o%d-!zE~sgJd1<2-(u$fZQrN2sD7euz4**fRIm*DX=b!z)y9gUJM3 z#a220Ro7sDZCEYz*-!MO>V8a;qSHBnQd+ot1%R~Z%R~CpLX_aT;iN6gYv6AL8 zGv4vxG{$c=7+4Ipe%-!7n=FJ+E)&lNL+fPX9=F$TPDuZir6_VqU)8&ZmTVR8*(N9C zQDp7COA|EpAxZTBx15D%?Szzp-RBK5eTZ9`j!96YLbl#<%>wov)ZQcl^8~n8#8Jmv zhlwc9X&`%BVmY|Y{gTmfpPzzJ#X@Uouc1XS3R+rPI*R4Ir>X_`_*mR}Vhs!C`@>Tu0kSt<e8oV>o49pH9=)saW zeY(=>ftl+tH9c)qc5w?B^C_$u1tmS@>CJi!ozO#yw!*DLK}jiKv)GWS!ky5sQ!K8z zIZG+rg)B2W*H7QoyKv$ATS}&$>(nJ3hsNvn{yD9dtqAKBTv=nr7305y_4viA2Fp}h z+CD-Xytf@b1(ZZ=am(!f-S&78ZR2+i^#hMoeS2{LGrta;uA|d=LQ;ltoTV4B5+5L7 zwceGJAdv(_NX?CTpkJmmHwOw^1QCUgPbXWIKnwEkM%nU_sj1$o=kkX9d-v%=F5-D$ z=&062Dp^^x8%BUio`!#=95TOp-TXXIz9%I<{oc8DXM}K6iF<;e(EuJ_9TELkZ`z%D zJ|yU`L(k_&CQn(MGck!G-5WZz4A4g%%tMk`5^CB+2mbk9F47*0038XV*gI_)Deuj# zotPGgM0R$9WPa1R6__<1Ocrcu`z2M?d-AeXnme);gEXvX zLUR?*R;Oe}N1q3O;4URG3x~@iQ0fPvZ9VJay6861Q+{4ik=2u*3xa=x#b<(G&->5a zanpZE=a%-o$0ET1w}1qH?&9>>--LiwTQ}dK9`)6w@I}3$U+kC=-o1PGWlN=!l9DQ7 zAjALe$E1gP;!l7m79g*!cgVZdU^d)3w@iMJvU^=|6z-IV+2Q{rWEsth)AZ_Gd3K#cY_J=D# zdnm+;M4#n7E7|Vx-MKvru`^aBJvUby*iYrusZ+(;6L&au`L29_ebRSMqGiwzqy`}_ zoN^^Rp0B2b`<+qQOXbn0j5ME1uQRmtS5==ISpQP)P_QRw%)Z1{|2F!$^v36|7SZSE zQo%qlXECqC2*BJEdh2b4cKwfFJW`T!15t=XKTc45y4kyPXB2wyY1}s&>^kwbF1ca$F=<5@X81O&BFJ7qYKKRh4@JIiQL#sU% z$q)rHT93L+k8NpQ7zuvlo46KtP!0kUM*gGJ1xmG-lN=+ z!qe*GKi8(Aqr-8eYyl=G=}?gSTLBrld7jlp?n;G8<2v0r+NVz9_YR z$?r}Z)*&KW=*31w2vs{WV2JR8@o^iX-Em9o6t^D;N8s(=?<)c6%7eIWf#;lup$zyi zIG1=CU>6pGs$s+;@tl5>spr`JN2^UKUqL=N+gTDM0AjGRV}Q=Ds^HRTM!exUtWaY8 z`rftujktUEZih4=D537y=fn>^zLx3v8;iu23Xe~u3@$}|&d;C*_wLm3lFX9Dma!hm>Wv2L4}t*|;`m;RL8<+ob!kFZ-4_>X2N*AMt6~JBz+gap z#hws5Ut~00yePS$;%-*8<=y(Fxaw@ekk;x0hpU2DQghNY|NQL|JCx(HYA$X?Jp0N z063jm%lfPB`REk|q7PJ^*?OO%n4pnz7H!RMx566!<`AlQ^}KP^XoxRUH^#8@9xN_} z;A6_ZcD2efXKFL!v#7J@bemf#|7@;5O=DL>sFU~Y?&@lY40D6tigzOJk_AKuViJ`S za}8TMxxiy(GayD;8GMoJ^>JDv#GXSw(leI1Xcs19&K8%IA#804_>lx(_!Td4{qA0m ziH;_2ByS`3-1_u9G`UpKovh*jpyq&Ka9jB&t{H{c`&+bT3r#mb<28pETQIy*9ugF9 zBRH8c*goC`!7>HdVvkrL_~HAJG&W~ar^=Y52nJB^1B8&vX-Ad*cK_!A2l;9TghX@^}r$_DPH@*`f>x5fnS5zY8lNuT>%bh!yc=ztzj@gF~AL4ftSuvMUKf(d5Youd} ze&%h2&%VtjlpjmZt8wboT|_AkXS$$3{X;@5i2n~#Twhie9TPK*eBnCIoFLSV6`-kq zSeO;21!5Wy8Z;0MQ1B&+*<~8IDINim2FnM>5vIn>7?$^?%+s0+l0l0K=HngXaz?UY z4-g4cs`oF6k*OH~WD8&Of!ZkU(q#;7#&Nb_17y0_iWcn<6CgeV@)7<|pXv)xCNEmg zuv_I`*%NGiDzQRH$_&m|<5PS2(BqA~jmYZ$p)HJ*uWe2%4PvPHEsk4&+r%-xr644j z15hOI8-l(nWzz*69SiUyVyWZtO>q_PFm>Ba0yNw{XKbW?L1WTD`h>{Pw;uOa zgqT6wPJ%nh-<9$q&p<7O6?osMcy<}J61j)7sZvPi3PaKMyM{vuZpESqNNS2>7!G02 z#ZTmZoFY4m6OKp+<3o7(XE<{^OG`^rSlET{9WNT3Y7(Mq8z3*uDm7=#02;sR^CBRi z8Br|-U+e?V;AP8JvL2Q74-7Ox#7NV62CZl~v-3#`^b-x_Bq@xB=Yy$@@n)s3PkQ{7 zosMH9-vC;T$rGHJ=zSH)Y}%T+)f)$R94qU4(QMh`-Lb;n{_YTp4+;y{^Jn+H?Qo>w z8DEx{mk)8yfzl)=D|=Wr-TKF;j`2mWyj@B$@W>b5MiP9n5qOSk!A3N<)(f)HRaH~d zgeWPS40AuCs`HwmFh+ET{Q|hrI>*>uK6e5e0a#4=14@Zq-QjBK=$J)_BMpxBic$(X z-tH1)5v40~g5a1(zJIS_W0OolN{@RAqde*D+qWIb9|tD_^5@<^d)K`+Q-%{FX~>{K zhhP`c0i9jrVq;TDz8wb3ra2b@e*SdCfV7;PoW_nvQSzF?WbcTr+kS*MlX=Hr{fKs~ z4|OmNLGo&x*&uwop!4U%%n)#NQf%x&GzRMshN@r+alMHZ>`5{|hCNKyTj2DXKP$0-g6$3Xt;0QK+$VU*cXZXW5g9p`QEj;H=s21PIOE~V z6p$>kZo|a!vAn0(Ag{PtJF37#ceLR7cQ)x;)r5~pN=US}Iref8uPhGPRDVA|14MO6 zD1`wpb<@U%<*|rP@n>~yB+Em38#wF`$>;(}cejJ9Gb%FL-I||>4eXUuQpy00Y=9!ixiR-;AR2fhiIN}{ zNxVLGNta9bRp#@d6oS)ipJI@bpMP&KX1+ z-Yer3$v)qT6}vgIb6r7M8R6Kkj@@{RUR{A+Xhw4S#ccdY)?1Gib$;|Yi$vpFqM-Ue zd$vKF6Nv!u3F07EkaE)v!=U2J%o`Xm%>n8_9L=pDk>)GMzj~%hTuMr+3yVI3yg2qX zdP+ezj=gXvsASHwMZPf@$GL~gsCk4f8p*{kzOF8%X$2dnIVKXx&xm<1L*tA?sEnIM z-qdX1hC@!PL$&Olx}3b*B!yA^eG}F^3kJ5YooL>4eX$%>Cb(ry5W~&UI&go-NG%$G>8E3SG(6>&HV4q13N11;1aevvWrWZT ziD|G(5;q%ldN{I1qt|sIr+uEk%XR%RPMlghKQ=>PQ40o@UlT$W)(gtz_OrHlIu=V{X3VKz%6}lrinuDBI9N8zN%y95atzoRK zYzPP{5n(uNcTdPypE%v7ufPy4I#oeWPCha*<3cNvTBsrkoyNvSve}x*Si;^81(`zM z$tDLnXn-SL+5*4_tuUAIX=68?XhYlA@hj@)51Z&7Q%{#46_0MCf*N6FT!Gx41lOVoKQbiXKJy6L(aXTPnOJ;Im_z^j z08I^zK%B4R>5>pLt;LbDMMV4c@pb~u2>2O#D$SaN{QYwF6@h`|G#9cREWHg{paHskYJg-Hv@)%){1ZFAN?JStPGq|+Td^+DeXf&>`-f_# z0S(7>3UEekpqBf)^_9}o45XX~ihnmG{yAa0b^|DYsY<6Ymi!RnOf5Jm_NaVMh|b8hM8V!ZN5BTE+IiKs2rD z9Zl4j^PMoyhMtIzBoY{mWb;)-^V6}*nlSr3&e97HCQtk%%A0Md&}KJxOa*&MnPpT8 zPFQ7q@j3Ys#)=`>R4&BbdMNJ3&>YiLg?TQX2^pKLMKjJB z@sac++CvUb;|<#$TW!Xjj*%Sdu5P3az3_S-1gnQ%Qbr$$U_k-iFoY2&U(s%@r11o2Y0LMBp>CNk`? zvQtjsp2AeW$^rRFC9fy#NVS=(ieB@%k$+U~26oXhO~;LAI=1Q)rxpjHiBBSvvw!;j zOA)Kk3WQ)f=J3m>?#!gkY-4n9$E%Pt04C59tK!!z(HF2qP-zf_Rt0_#hc`OXRCjXi z&$PwgWHh(&s3Shb$)4yr*+>z-(_xvr+k%pw#gpS2HeKS}0%Jy1S6A`BkEvYJFp5v# zCr>LbAgL`mME1T=^ZRUye3GFD%kzXY;56({oWD~9Y5YB-%Eb|MC(jS7&RfULB% zuN_vLocwug6Nitn6F=M2=>Dr|(W#~x-J_on%!PMBLM?V6`U7Ok;J_)46};2on_C*I zlcNUY>x5?NQTUa)kz`4xnIsv%+3apTfZr)1`DW9a%>7M8#5$Vbi33yt53F&o+d-(U8s~R&jwG`fgY|k4ygs6C9%J9$AP} z{*Wh#mvkn}ut6s`oxJ&Ny^UUnd;a@?B=RT9XUK>7{-3XZJ|FwPZ*T8i{NS+vzWwvt t;s;Cp_wC4pknBCm-q|zjwh~!IvI*I)AvGwzE^Yn9bw&U=3^zn7}^td1_B`hY$;pFG% z1!Xd3$mkLO?{M zlFl8v)lSUdx_|V0XKQDt)+zV%(=itsX6D4Jk7P|>O}|e$t6He1l+K-0Z*IaKe!v+T z8p@$XE9O5 zQZa@V7pEN=8DVhW?@Tz&B<_GypA<}79W9+-8qD4L^{ej7@}Ccnn6m`^!IOTF&N5y5DJNkU}_kcnAk`r5e7pe6F%i&6V=B`?=7& zWS^g(PeMZS@{59Cp;?^^gJTLnijg5`Q@V~O3Tv0&vsk4%TK9iiBoD7;Kp>UM4>!o+QzM40Bao+rp=j>}es;0J=tnk{A;V4?L0^w_Bgct#RyEDdan9sK~3z&CX`Du(TXx@9yrNkET*= zE5Baq&})B6{deAiM!8{44-d9RbZ;en%y0c`oo35D9`({uPBAf>w{PDfx}FWLb!Lrk z-t^}smj$xP2S!p|I-)MU`bb4Z1!LCWk#gq3%`dzATr_DHUtZ3B{(ZIdahyT9+UV0O zgWVo8%?aUu{}j4U)|Z)7W358B)tOQ>kT!VobBl|FTIpMh+17R+OSHDOx7*KpHb?EP zPufq`yW{TOl}yEZ>pdUWWXVbJ_V?1+-L-M5#lFmr+4kr(_`@>zah;42zK2 ztG3Y4$g!Rsa6^HMg)3V{8>fh-`IGUE+|ImY(da+1>SP{@Ews^zE&} zGo#AHyR35GXIes<-ctH54MfGq6LV|5`%-N`*iFSM8zbrdl|xXF0`}W`k=CR1`Cn%x z-69(r0FJCSW*qm{isNsPH621MO zp;Mh169rLBOiT{1X{ALIEj}@&+7s=};o{3w@}URAc|yX%l+i?|RNnZn4>t$-`u+Eb zG>Jjz-SnFP{c5`|!P9l<{Zp{XGa;fOdv32hzp=sfh=+!Saca?8SXgYWH+;h&;YZt- zog|pc4Edj1G>MOo?=3%$cz=&mRj(!Zw%?C0G}$87L>Xu8#2l(rg4VUNNr|83Xo|`ua_s^@4g#KAAEiH zx93!&?c45^k>YJwTAQ{=JcyXCwkZ7V*>?PahZo6Pf`6$fDIqrpA3DDE|5T>Gq~+h> zF^xf*x89L2Eqj0OB!w$sDJ(1`Id!TFg3dS065Us@D~hk=N`840AX4u!od}zzP$ye> zX;TVYWS~k-KiZSVMTl%~&8c$6P)D5nZ6Kkf{NQh;sfi1mPmzkDR>_mSt&LD8F^WiD zdh0qajHe|3cXt%a!=nyskF#nCez2+EawdsZNZ`g^}fD;-&^ibYHCSg6(2Dsuyabhupx z0pk~RDkL}1e{1yS>UR~6p@x`xH$HCcw>hJr^SSX(U zlT%X}Jv=;$?79-aPc`|%!XF>)T*Fh6aQ&!n4l)c(OgZaT)z#HY%d;CBcPUwA9fBxRN7sG@{$9-9{=5IJ7|yda4?FVm z@`p!g03u4+!j`j(i?Q?qMhjoArZ8WuVeJpC)JSD>XA2&I+yRL+Pud&X?Jq85(MWyf z%$X&&&yezqAcB?-D-8J!pBa)u8Bv4d;UUV(%4OEAipPKVt$pQEPbRy%2y1T*NnX?V zZp-2CXRWMz+shdAu?>zcGw92&hCMOn)`4+a% zip;{U!XVGh>iR;DkN+Nu!NQaoPF!~D>grO4l3s3zL4x-;Qc6m=W8&lSMJxBvBs}{l zU`BbO#t{#Jmt&vs)%ivAKow5eIUNHtfgl7@Z~U1(!?w0(|6ev5+S)c=9U!e z@p=9Ib31f*+|8zwu?pisbt|j&OEdm}6SjUYKenH3i#k}VY8`&% ze0_KGTkCMs97E#V4sgO1 zC{}mJ_g6=W_cy;?hEkoDkr4xR0zdM%FNCuh3Fk2E0KxIa{fBs|iXt+sI@;R&ZMFU3 z?k+AaFH)~PlBH)9wor0%D*J7+M8*VllW+Gg4)@~>Z*f`|6guH<$Lv>TLdTmY$5g~r zY-+G>g9^o;=@=P_;Tkt$1%#g%B=G2D*$h6s=rq+RCa<92Ya!qdf77cNGimT(jXQNV z4pt8%S}AWM$~4>(5+G>yst5akY^^<-n1q6&GhZPjaqI)5btoPu0c6!XXw|v$P@?_e zMOQt@%_?=HW%^vO&~~s*0v9ulUxxnnNoJ9$84l{pIDg-9;0M%z?e}LrXHiJ`^QQ`g z=}$r3j*gCMuQ?Saia58HiU;#Aeg9i*xF{?vTy~=(>-Rhqgzu2iI#MqkJ8kHn!}1G# zDb_Knb{;*4v}FnyqmP=4pPvjxcGdRXFCF_Cbo1rUT)leLXlQP2jXYC3(^KS@GOTT- zxl|}55|idYv71BrDL)tcmjgZEu~frFmOOc4JJsmDG>?aer&n%>OHAbV&oAP)ek;E* z{l@r5g4To6Jw?UEViCuo7EL}+de(m3Ws#vhIX)D5*U{m<{k=;t)(pLrO%ZBv=P*Pyt;9*kdLJ!$IXK{PLUugTbp}}4DOLrNB%x23= z^WQ<$9|mO9#6?4sDb4WO;l|GLP&aJU?ZeGhE?HS-&$qvCrUm=(Xx(YI;oH3pI}MUI zJtezh-ewaU8{34DYv2?F-^*J=Y*5HB^!$cBQl7Bcwr4^%Z2_Dez(&T)363$ZbBR?5 z*>ezh=ySH%oJFR^13skc<0B45Eqn0*668*(&XM=__IBV#(=vk0%*>#VbZg_y=6CpI z&`rF1^UK~V!-abMnFrraj^kgxe2H-k3@z)13R^JdGE!kIvQv$wH1v*}e0V-QzV!Ik zwmd8$RBzi(9F2@(zKoHKuTzYI)5j80NUAZ7jndpaJcWQf8iRj5o2tg)wCTt#`RfOG zO7la>Px>+imKv5Xbbq~hRa(|(fyB<Q}L2-^Y{7t>Egc+4`GF5`wgsANJ>gd z9445hc1%=M?)?4|&mN9j8?TyA5_v1ieh3ewX1Z88nn>Djh5F;ik4R2dXYf&w!f%$1 zZ>_1tms0@=^iIkBS?~=!TyM}X);QI?_tmvAXy+U)awG2^-A<@j;yi0RNl=sI2o?cCfUqSDgR!lk4P zeq77V$jErI4jXqK9<5YF=-Ou?ztxXCIvd>=4*&d7Db!nNv{i$!8h)a~$RZy&EUzVe z>A~Y`EmoxM)g|xC(s~S&fTsA3UkDOWu?a%5IQM6Fm8-d>Ww2lC$&)7uieZ0n;*Nbd zPSrRZRCUwPgSq&3U0vz`vozrP^`NOFLsTk_Zkc=h_b!$k%gwE32v{zeO~DMsexIJ* z=nvflNS+7?L%;Usm7VHB)%b^1-(ET22Mn9<^rh6MRxSL@QXYcO zZd9DpNM_=M>cNkY#Hw&wh5fq08RP6MaP8W)5eRxQ-z8nNvC@C4du9Y0ziNmK8Wt8o zghVU76M&jvOyH}~oYKGw?5h(y(aVay_lF-5#U)&q?eBm z?Pl}N)vR%C$fZ<@2TDJ_RCk09^!92AS~QAwj|=&psfU0~@|b>|0I4()aBG6|=+lJc zWC{RH5MdWu<1V^Q&(8&iZg(Zp+d*ae9X>snBc?i#D|HQWu7Tgm zurj3LL^1pKH~=wj%TM7EMMfetjEvd0a^opkX`w$wpMh?Us4|N}u%U#E_Ilj4XrW z*Kb!}OH4}Yucx!{NKa4S+MD#WpL-XZg>zz*mzURrG9##y%_<*AU1?VL4iM;eFYn`? zoV&O(2k#XOO|M497)CT@avHdZx9Y-?82Y9M^8u~Le_Wdnz9)5&JKqxTmb(N|5$W7i zpKTp}=GT8?7pg>b)eOzNg2ebU#k;Ngn*QM7K}WQ7(Nk!wR?+pdU??C%leeKV9#f4` z8Y#@CC6*!8Htm>DNGMDaPSnX7T!1*l{C}70G+prkn{B3F-(H&jio=!d+WucU z$lfmj<%u|}hk3B@C%#i98zqidXvr~MYLI2S?2->pnp^b_6A$@(E-wJ zW9V;j0O)t3qqiYAivdOYbfb3z3|bHC9bB0NV8!6Ul|xF9Lq-tIp=)QMJS~Sr+Kqh{@%ZT zAH|D+*-W4OEhylqc$HhOb^jcp@YO2IH*t_Qmi`>Tzo}VSQ=s;;0!NpXsHv7A0=(#g zC;(&$=2Nt^v^CGkhM~UD4v7OIS@Dytcs2dp^a9E`7&)I6rGF9e_m^?h&?Q)F3L<=F zNjDtOf`AK1HHv9uA5j94qN%GZ(J)z{jPKfY4%-(83ojD`sox&5gO|U5Tth>{@5bER zvyki54LOzzmBc?NrxVYQnJb8pdXaqpYnxPG(77N5*rOr zn@-~|STnR8qrRpjCwHdv=up$q#Uv*ut2hRyYiI6MWkMrDR{_ycWCMB0e-ZN40g#3q zF_EpUmp+b;?mXJcY_bSkqP5;x8tj1fAPtT={~xAnacL>*)>HU6m$2}Q;n)|{7}yn3 z5zXH78lNi7$1R4BVUJ6P>XfHm6RY`!H&els**zRMB?TmaNcvP@py-rioIny(3u zcvKd$sHp|b#nGraFv9a>5Vpu!V;U}krW}(y?dwk!a@d$ve=NMy`3G(6`IMrKFtf(#m8WvMe||BqTukA+l2V! z_C)P1E-o&7=9F`jL^SG8j4En>&F-y?-~&sNq5hQ@%g=XJg9|$m2F#Fj@GhUxbCW1Y zO)Nv(`};!;tg$M1@IMieD$KV@h*)`f7Kq&;pCee8B`hPtrWlF?F3b*Eog9S_|NQ%t z7!0OB&t$XP_3Gc#fRBRiMk_!ytGDmZ61tGuJLXacO=Zx`{PjvDa#b?;vly^jkG>aB#4Jpa7a(>4CT-gzTy4_Q-3O{?bJ{$3_9ojY0M{zooXG z9Lo*)(~}Vb)VRr(`Wkktn_S?c18-an-wT-`D|H57y{>u4+9_bRB=;DANiXV{2=x zZL{?x-*Xb886`DehU|OrWojS%{%s4$FSc(Sx?=!7HG1O?27Gi(7hUL}EyfQB2msc# z-%b_JE%yHX>uJW0Tl@RnF{Gyj^KdvmPpHy8|Lq1Vygm3%4qUYEBiW1HJZ1hHQwdOz z7=E*n#bV8=o>)LihkJ<%F?S!kAM5ThA9x`os~?)~HEmizSZz6C_Rq62aeTZi#X4$6 z^rufpUsL=|u)4Ym)Egj;p6%uV$LhpBqeP3g-K^FY#wMiZ*UZvqRiT)k+htHi(Qe(r zfg8)kRhfPt$0vneRS}y=+|@kkC|H)y7Q5wRE|B~&h~n{q{Xm|~=}2eG$#)(yIy_tr zk3QsQ07E&irou@Oyt{%|Jc3hCV&IgKnfOSPfb;1pBv*3~gII0!UuR~PaEd(5d({SD zuPK}7OtTEM=qb<;_->!2rM&~IFRMmX#)V!E?4Yb65Q~z!&V42%CbnPbNn>zM!tq@~ zugxy}&nhpXWM;+;ss5+Mog}yWAoNfWsn)ak-@3JIksU7Z94acEQFqghP*Bj`_EwY{4_e1$WX>?B5W&+0=vkyPD+?Q0(5#XHXpmy{ zh9#a!!+Y2U4%b6Pz>2W6gls1QjGP2$=4=Vse>i>$lD8xp;A_F{Y7XX*5A@RjbDo8! zqxMDsUhx$D%?@0;!LU3aYhd;2J#y>-N|>~UD}a^-Ejh%W$pY;J4b(A1ZXl(pP!Paz zNNMI^ZpfcGn3Da$^Nnp&Nonak^o1zddDj&q<@`}C&QQ(J5Ei9O&rg>1^9#!)pj7%; zW69d4r&)=j+n30uA)b0!Idfr|1ub7ojB5n|oVW~>l(sZI4Lvb{o4zGr1?waseAQ<1Z{FjYTtW5}rAC56HMD2BsKivTla>H&d@~3yfop)46xoC&$lO>tOp> zjV(Ef1c8~4{(HEuT5kBxMpUWNNVQ_@=J{vh?7-mEnWaFZME^&&(kKaS)!~G=goG%S zLM0%RXyDmHxnc-9dJfqgD4*1voE(dx)!{P`C{g>I36zJ$Wk` zGH-Xb6Ry=ulP3O1y?_7oOwjTp%p+*KV<2?CgL2s9q5flaHQ{TWYcc3tP?;^F$PG9N z(5nnP+*=Is05NK$IcNt{r=#|B9uQ$)eUj--P5~|24DBaDjdxTEBS)MZ(p>Rb=2BDg zvIIs~{h*@g@zJ3e6qFGfHnzJxJw2h5I=Z@@K#QQ9G%DMmyklxA)zs9Kk7b`AD0OJE z0Wym$L#6?ni*q|oZdqg?c<~~=HT1Ie-VG`wJ6ixYNf;R!;qi7jN%Uo8DLn&dH_zALsN4=%(rkZ^iI zt#g}co;dn)-<+B;o*LUf{`zXEDzKDMRRMq^VEfI@&)Zi+ha@hokzJO7@+|&8zUVKk zwKO*ad*YEMWRrlj0gW9M6$L8okoTaOIVuGU3uri$0>8H~i;}nB!VfFIc;4pa<~HG@ zk$LuRcSSor2D)M>7#)4(iB-VN_*~{F!b12i6rfKY`lHNwm-0@!rPTB0As0qa6m-!K z>PB8(o`a^ET2`A%c25*EyL52hnQ}z>`EKqy-vMD2-x|u#kqhvs?}nvnJTf5BKHn_Zr6kEZCGWcFvLm6doACgP{*NE`bj~eV4Cxc6ax)#+D7kqXR8#N-S}(qXQrEV)UCgZ>IEdWeBWoPh8jg z_um2iM7P`AlOxlwmR3n4&ylP_Yn$0CC(ZymEI$JGAbAdQ7s^+HcHcEexKy2)pymqy6!8Icz)8USG;Q$w2RT}h zLLgdL9!k0=!b;9Teqzuyl7JnYC5NG*r-qF2V7kedIO6#Ct?EfJ=9GKfy_f`?U{zVm zYkhrvpjY30i#TyV-Jkv&PCqz!WrIo0P>HMwpE}bY@I$SM`Hw*!^BYs%OZ9pSn5SB| z)f_ItCG`T>w3OT-Z{|LqsolgyO`jl?OmnX24jP#co|{x-Ab`{4;shHL)mDwZOn-9I z0`(ugA8OcA+|j_r(n@*GWXKVv3C2+S%jL@p37uLVdYmms1lKH;%)ze=Md$z|p!MJY zKCBMJvA-MzJZMybwY9a?D?fP8mnJkHz?T;5TxW)ILr^^dVqlR`wTA%b<{*)XmkP*+ zgui*546Kkda_#;D|$?#)@r=|dOTa;5jA{XW3BLOrHsa~9yt43k3Ug%|Q z?S=fHr8A!@jIV9*!FoW-7F+?j{~oNVX^vT?hLaN?2)RK1P&Lg{>vMXoVA2Qy?9V~W zX2DHOk2pz4%H3=+c%ogVUrYo&OV1T7?gucaSaO>*9Ycxw#!nVN6pR$9lLH0Y%NmPI zOi*Qne|6B~SX4oyLVXb#Lgq$rdIwIpUVb8mCbhk5#Ulj~C&whDq-kYD=cbk#5A@CYoT1QDz(x5uLGcEr zkAEbDh=3qtOpScJcfkYathIeY>^vE%t%J6V367xe$lsc78mY1m`D&E+R&| zOFu;I2_gL20ysb_xInm2{yM=Xb2I4i!~(Z$Cj4!=jbr3EzQyyl{8!rQlzG2^nD>`lqmkQ~|6Deq^AT zU_5@$89V^3M^j5x=Bl4;6W6^*Q1STomQeSJ)7Mw!v9vU4Epxcgq7xu_$si+?PKn`G z#NhIvHG^iQTWklqERai}v3^kD$e*cA!dallC+hY^R5RW1V|7B023+x-a^7s%WbU*o zIY}0=Drt^9bdRoPuUp<3NWH;N4wyUQ8))|!obL(+LIn=Oi?35lRdRQsq?2Y8jwqc0w}Qjwt{};pG*O=U45+h zzaPLc=DSnltE#HdoE`IW_=$nzOmooGc5+!pF60hiofhsYtMNp}3TKi5n0y@m$GPyP z+v!Da-z!GPE3Z67nzu0gM$h@+@HOHLuNSt`@893MB-l7C>FZz;A|EE8-YPVroY$#C)Bwds&TVtPT}F6&*gf)jWVkEx4hBZT7heo z4Mp1wYqUv5w&c7SCC5y#4_GKsoP#Olx z1@d27CPaL^C{WxdIYAP3NMB2O=cLj#|dmnRsIVW5-F zEiEI{-rY?M(#mBpC@tPqQxmr@)bU>h*Mmvz%@lO|XuxGc71V$_MZ?6z7r=t8QD%9q z&jk4g+RD$}Q&mGYWx!wZGY>vI{4C58m^BOTpI z@Nq3jDvNiO)F|)R!y^NLr@BF+=3tx7T?phknw7@;c(6%x*G|{SK@W(c4AXlmg>6vh z^s4RD|6Mb%=QRRg0a9{tc?Rp;a|fUtY_8<3EwBIG6Fe(u?l1r_(C9Gj1=V^1Jta_g z6Dj{Ez@PUxN%-u`Vr%$7dX)ly7WxSz|KC3y0dJ(?1G(;R4}9sr(zUa_ody>oLydkE z=n!gZY7R6Gi`v?h{@+h80^6nWZ@Va~8KGni`kQF_Qy5e_$;{=BM-**z>_AY&yAgZU}aqAfJqkDXjKF z0UTkP23U0X*~<5>B=q8lyHM4@;Wmhd|1KQLwZG$sJehwN4jtk{^lZuyiEsYt(?UWh zlyk5JWCN`W{cdmzTFlxt@8GlbQi5_$_^+bD;-?vu$3RDR?pi)YotY49U>^kTdnK^H zQK_aTc^+H=vX8E!*V7Gmc114eX9;{sQv*oaYAV6b40@X)P5Raa~E=@-*6`W=1=)pPR z;Jzpqf?iR|+>C~rAsrmyDcC!+52sIqaaSF^_-fFExw*OjsW*8=xKFkOKF)6V@IZRD-PE z4}0PVU5H^|j{OgQrf}Z@eDEZH_dUwNXrClsitzNryRJqb< zIb;Ty;Fn;HK?#XTd+^M#V_}Y%UEBxj&PE$=1g3vUxawBvpnV|W`UjfaNu`IJ zag|j|V~g0oI$iN{EPtxok)K3{P9A(or*UO~Llu|2~gPeCN!d$*QxwVx0Fhnt=Urvgzm4`!m@ z`O80kB!mA4T#)0>f^gab5Psg!nRkLsVc~9?I(~!w%5{$mFG>lD^L!=hr`PV>>i3L! zr~NCNIx@1nIi%Ty0n?acfZuxgl(Ki?CBj`%MX_u{uu%h}4(u`E!$x~njP}aOT7*&C ztCvZuT%?!}i4rBu3J!f54q%)>Z7~dgWI<6AGOwQnM6k5o2Cx>~sHheMnGO{fAyHYp z_AA$OPi0eJ2Hz*Y9|%WhArm)#`C=ky@=|GoDRpG7lK*jsdZw*nkrcn~yqiv0@d%%; zqx-}5GmobOyD>tF%%dS|pIKRC{Yb!Kc!wGTH4=IUa4b7=MtI-MT2kj~zqdJ@m`Aqz z4kgFI<9#YcBl@hAhYfs0-9vyEwH2c7L?H3NdSG{a^qaxGRT?m~s6!7m>LXP8e2EW! za~I4z;OeA@c0K*V(`nR4{O4DHgl>yfRX6ZUULY`5P<1^+o#BCVgcUQttv{|1T9g=+DGmF|U0hL6#u;RnQBWgWDbgLd|I|g^?J~3#A__iQ0pI_fZ zIbwK>sMzi~nTGOiz3Ds?ch`OePxu>*I!UZdHPs64pYu@z{LQeBw%NfE0b^m!v`3X! zz~CW4rZDsDn2@qF*4Ef!AKOqox;kL*vtuX0jN17^1F~d+LF>yBN&-#?)wJL|XaJzz zX1{e8W{<*1JhBx|{Ei$g8D5C|rOwL=i4%JhagLf>}u#I9EI*;%GZQ2-gYa z3*|UL&Z9wIE>{hfu~^V6XFi*ojS7tu6@ESqCawT7(58Mr^XeNMJ3ka$2kVwnmi3nRYlSG{S=>LGH1jNAz zU{)A(poRdw3?n1|$6w4I>Ae00xJ2dR5e_W&-O*Ra{{W0HYN5($b=!7NZt%M7QMtJh(9$#Zm1xN_u+KsE7or!15m!a&WzU`SJ12wbx;X zl37CLaWq^S;Qxk>;di*FX%ftD+&v2|_XrpRSduC4M>7JKMvswxY(g$)FUv8lm$BGZ zlg?d`IW%Wi2luZ(Yu%}W3;nin31T!x6wGLZV0r>l9D-a;Tf62r3s;7y3L*X{CTTAY zm$7HDz#Ghg(KNEEN+kH#e}u5Ss2i@rs8ZZ|d44`RBZIE7v9SQstx1gosloN@c!*>4 zGwe?*7Qoy8eX69&bmbtTWWk{dF_;Su0Kb7BI%Bz{5QwQfxd2M2(A{7<07Eob)}r7z zw$S$+fUG+UG6eYNa*|r%*Qg2n%l}Xw#@gC?cVqf2)SxB*>8UByQVtQz3EBYM3Gge< z`BnD7at0kv49t-OP1FJ2PapYKz}jH`rU18tq}!KB5Hrv|ib>Xw58(jfQ8kVt3iJoG zJA#8bo_+li?$&MI2lhfD+~bY{pyC)PWNo9Pr(qgIy!G@jxH&&nS+fIQX#(mvYUlR< zfdj|a@^AT_BBP4+r#*vyU}8b%N5ClY-q(B;vQ5jHnBQ?r9*Uk@d|L7}<_K5sBADwE)W;|y&4 zPtD0fC=S`H2C#kcx_mh|LCTxIvxE*w&Qq5Xx|fG423)q5=EgR)QG~ z9Hb32yaI#r+4c1l7zQhZM+~!7zje}M!1bT&>!_`z)eg`SFXz2#NJt2yQ{^Z)^o!tA zWmYY+M}Plv#whvte5kUA;01O|54?zIsRNhA5+@~aglMIP+W-;6R@mY+xKrxxkFtwH zx<$Oe*8wVdPPdDz1asq?H(VeWp*9{vLpq?{Z+#$Zn~Juid$2#)Y^>jnWz6Q*0-w1Y zxK8dbu5n2Lp#-eIC+U-ZpuVvEfcqJC0!8v!^7jr;zvz>wcok;7mgHVNEmr-rAt;}h z7LN%zpKaTxf}GJfl{Lj?`dr?njtrQJP6+><9}3s`=unq}gbN`-a!;P^~@c0WJu=_c)3(cR<9Oj&)rl7G^mWLBo#z@alk)G zxPPUCE!hqa*2jHxXow2>ycP7sM_6KnV>CU>>0Bn|NPY?=sf6o1CKIOOqAk z?jcUzcISB~HRx=mkHeXPYlE+L0AcB)AXOXL8nDR*Tx{O@_P}!b1ilqZ>WO~FZ+Y-C zfKN0E6u-aY6`m89Xczf?KqH!oI0@V7zR!E@JsgT(C+i(pGN29d;X4{l6NK>;hTtea zor=w%58vl~Vv!e54BHzTtnmusO8K`(?DvssLTYQg?Tw)Xn0NQAmJ<;0Z#`+wrf9r!8o^+++nSHEot?$;c(}FxRITWvX&9=F zUil|nLSp2F@4iz_gOIpjH>(4SgbG6}m%^KKh8ENQyCH!3sDYSohe)gy9QjoOb{m^X z$AqU=g$!HW$kXvk5w=at3Gc%jtE~C?07p#7A~I+opON z+O_>ru>uHo`dp)mE}#(|1`Aa9CCDs~c^TS&mR)YCA}Xf+o>v~2X+>PJ7`ZFLVTo6A z@}GbfmCXg+Lyw`>2y5YjYZg0Qs$v7j&J%B!aflCi= z>82{^7dVC=4O|#nXmXB$>7*cmPoN3<+6H~!l__D8=g><1I{1TdV2Y3o0s5|1HxFbH z(+^=kzg_G5lM`tjSuRSi(gsQz>}aV=4^5LDthoM-t9bqT@5YYrn3DwT(V8HvG31xI z^>q|Gqmy&+>2CN3=DWxdl*gZ&o5KU=2AZ2;X=8hGGeMOLa#CG#s2aG$#@4#GEeXOu z2`2#n|KX=s&cbvb_(0~s#Tl(pEJpRH3`ie9pfK!Z_qKcf@y>vxFaIas*PcsWSp#g2 zz`eq!AH+90gtH}SLnCW$VKxcQ&s)O&z9CY02pUuXEemZs;%aUYfiz~y9H3Ebmyndy z0hTu)p5>QMi2n;&ZmkNnCB+L3{B?rld|q5l8EJlgkQ?0Uz(^Y5b**7bb7sxrJQKZ*`wJQ)yIb z297<7O#Vg1ay|(OI&_*Ba`A_Jg(M(?3shpsz%qOhh*TW-^W=Yhy1vBI4eUxh6e3Qr z7C|c2fVzSvX&CG67$0YZ?b-(aw;JqS;AWzQOpHM+-uRzFo9UwBD%A28yCj*g;3FW?s*1{DW&WI+i6%fUbJLYN9Ow}9-E!CtOXX@v5iV0efD*Z`g* zpmyQGg8L%&O~B@N^pTd9^1>Ve+B4)`I$3cYgd7I-MI8h?s6{V5zbT^i=lWA!6o`AB z9EZikJ}^p$1|{lhX$P3gsv}Oq!GZ{G_%i^EP|rWG2hfpR1ThOA<^`69t^@InX4jq` zO>h*URS{|fs^_A{EYQlqOTh(f$=c^i)v;$cP=yax3c$7v{A~qlLD20u6fnaejVhoS zbWnBWS1>Bb1h=rkAQ5n;{4lin@K%(Q$WLb8AJ7_}zy8!g=IQvFSipwGPR>fY5kN*5 zV>JP>O$N*G+Ry@zKHB8XqIuI?nq zba3;F4(|GLOM9G#c1MQGV`ZL2MO|eQ4%sn$9Z&gqaNBgxBnr*czvbz*d=TlNIv1eB z#s3WMtH7~8OGa^TL!2Re5Kp@oDYl_v&U}91)`tS)Dyt5Bucz5yhbc?~!xsrJ$o7_p9 zf8SdclbsM^&JTD7Rqq-E2wt8j=YA)Cg)N?aNtlif`&T>mGc?)fRA0{SsX@;%_~63j z4H81ys-3vj`_A5z1FXGEmJx)jqA3B7jNH$CN{Ziz$k48I1wTxO%EjPm?D0iB{-tbbq}*zm1@(Y)RPnn z%q1g*zTQ>vjT~mb&NN{5*>X718I@>(^L2@5TbKyAndZ2ka9V!xSH9}t4sE--o7?js zE=DXr8+z`&Pm^8})%17I)%R^ze^w;MYil-8t&SI^+i|3EL4pegeiP_w9gzr6?%wkW zB)(1?X-CT8f@i?#q7ra}|Gn`aHe$AVwX$y0z-Q_AT)bjwXz4`1A5Jbhm~u;MdH&N6jXJD zGel0~mE$UCNU0Da1P`G_xbY1XV{4r#HLDob!)5Aukrq9y@@C36EHT!|__I&SveNlg z8@k9y*^~PT+6kz+d>}^*sAL~L7V69D;vQ4dOSXl(joj)fEya0KQS!4X{wmPVo^ z3#4CBsHb?UL{FiAR6LLd3^-NU`N590&BMsVp)4`eOB z&~-@DAt*rYPtfh6vqJ$HwA%|m-7P+(Xk&;m`sL#vLqw)ByK=5DwqG49z|NhkR zV~|oaITJ5_VnNZZ9<2+T^G@GyV+64Avu4j0KhNIKIU}A-c&_FO+BN`Xvv}9`wnnit z`3{)vK!argV+2Y_J(9gWFl1e5(|XpFxV5J2lk2QEGv=xHvmi=q>PQme7~wUsPP+Le zq5|o&ceK(Xce_qM5LDwN-KDa?Pr(jiDoLG6{8k7~>d#FU8dZ!GsuF85nCrcng;^4v zqkJD~m06%G4q%9(I{23hfFp1VorPCwbOZIU4MNm+_$`C=r33gY6ou2=S}IUzwcXbD z!NPjnlVp^0vBq_14Xm=ctWoL{)WSv8D2sA^EE8v;fB|hRKq{%~yhZNwv6Dlf7tnakZAFHx%RogU9 z2i+WeX};^dVFnxJ#A0>IG=oJ6|0lBfRHNr?8{# zZj^=td&ViP^x+0iYe7@H{~D!Xcog`M*npWJV!)#B0SXH3{`Zv%o27$>JiB%;SYnc6()N|m|7(&@a~{{;gAr~rkIub{8y0H*s4YWWHb4z`0( zg~?+SHX}B`<1_*RhK|HS+fxWN9p#AhiZ$AK*W%*hFro@W5T3R$eu=uzP$xfh)9BDO z5{Zt6f>%x2{|6H~NrsY6;H`mr+6`kpiNICBR3GyaWhu1X$?TWd0FZY9yNy6A6AJUH zNF*Tn@At1Mwgc_^5{9Etw<^gSj(a(4nLi_WgWixt{z!&`3wtq{w= z$jA#RIH*tVaRXt5)yb}ls%BNCZ>lEoVG-COGxv$>nRe)Hkf)d~VcuMNTH-s&dS zA8CC3TGlTuxBR8*6u2WRGq~mc_sSTGGvb}0&%t+w(weBm1TWt}-<|^O5)p#l7ATQj z&u%=u{T?>xU7}OWbbsavE{D7Y?gZTwFkFHz@|TyK zsL#AjX;g9pxHfe)H3CrdI1se00G0uLNeN21Orq32FiW#Peoz2m0A$VscJtSM=YjYW zbN?!VZb*<-)Bs|$dVFMwxUOFaRIug-3B$y>q`0mnaO(6oCG8xwtWU z|CV3rg2$WCKmj`kZ12O=Od;2=G(Uj=LL!&*Lnz@gIzimff1*tf>qY>(;XQOivzwdN zDk zcB-Kr7_=WSgGhw>_7QXh8b%hPfkLxG)9Q9NyZ6D?99BWf{C!<`+3+hffgc8X@A_P@ zBkcjHzwL|fZB4IdZz(Y%NZD*CxjnydRGGV3)o11yOxs_qRViM{JOAg5zAL#O%I-wc zeBN9-=M#!@((vX2sGk?XMF1irGFz?E$9_&;Udu?ii7QWbp8e%G>v_`3AJ$Kg{9o57nWzCD8F~DYWcs@ z9If!mtF*^MVEjd2>toUAg@;mJ;A$I89ji2FL^bG{;58u_q&o#4eG?R$2GC{}UOR!# zfNg%v&d4Bu$?JHt@h{%_q?tJYwEI~LbCQ`%ZB4VPn`l;*(Gi+wO;-2_Up`?nK4P1a zGTThndi$jpra(NUUFg$o+DIw#fGg*s^=AF-_+C7@K@7;IAB=Q8C){#R4f*xo_`5eY z(YuY&L!iP9OctqoEOkmg+89xphYk+rK`CRX10jInl|y8{o6G2=3S8biyifpxfY-AS zj9t>cOBC?hBy@NfeR&GH*C7}9v{a2a4MeQ z2_~AEvgfFY~Z$q2pT?V;5{=LFF?S_FN873%*6H4m)` zSMx-#m>e9;r*5|sv)ddUY=a9F9eV*m^1fqEo9~c9_7f9!SwE-z{$U}Lmk4NK>Y#~$ zmK6`13!T1#7c#+I!PZalbqX0skZuz-geVaJT#{J$QQ*JVF~O^ufR?|SFP{K$SqS_) zN=-ER^1^DO>Jrp?R732BMEnxU1WImz{Ddk)ul?82X>J>M;T8(S`c$27?;@MwN8lky2g;eUtPFJsc zOBdc2Gvh6K2d_4xgqaou$+;Bqwkg{k3=im-HVC33_OksnDzmV4%0|Yp94M`Z; zMuFOsmp3#qWal@PpQoR-VZ!5kD|B=(+9Ie}Y2Hu$%=M^8L>x3v2S1U?JyiMF@hK_v zl%5rSr)OJ-@l^HjE$nWrM+z>H3tkI`pl>GeP0L*cPKfgQ%1w{_JYFfvXKXc;^d zvXCHAGaMRfp=_ozFn1;j;_yz1T#5$1vGKTkyp=Tbzs61RY;6mOupw^bD!=J$1j%O) zPb8iBgiDXE(ICfKn75cMUS0Bwe8?`|7Ez>;dUKr<$yBA~nLi=Wj%j}dRS(`8V-qfL z=nXTMAoHpLFmlwq8T8yAr&l zX$wZk@sdRr+*3Fszh5b+Z$un*WhvfmkMDBV@H}W~ytcRWw6qjFn{(h2?Suh?Tz5Is zki7-9+Vq)+4H7P(SNLzv0Mlsdoh(eR4X$USDytOWn3f}IQnts{>{S*w1!rE^vKJiC z-y>^UdU5an>FiCQv25Em&%Rv3Xj?0HwJ_-vzXY2N{cPYB8eNJ=`Y|wY`(QVJ zul-)R74EhE>O1ptb9>PI87d(kB-u1yx`$tSt#TVHlL*yU^(ux!$`hKCG*2u}2k}W# zzD_?+UsQ}-y1Gg+?Dm2F6BHp)+9&HWx2c+65)3*8ke%3N4Gj(Y!n=a&Edi3yUnDTb zi9H*3easCrsO7!LS3~{WXne|>&HeYV{*0o6dx*)r%L|6_XFHd)s(w*gN<`HKD&44< zzIg1gjFSjp}#WfjCl3K%o%k*_ojVYH$-#8*{lOJEbWlw^ZES z6R%je)c@G8VTrk?$ntIQlo78o_5Bd-@vWYBg;FZ+j~FS+{7IsJZ{_arX?S<0qN#f% zXS}=1&d0%|-5Qm?-WCC+x*NNBuY=@MW<8e4@WAVPd}<}FremJ&nVl3SFH*!+43q@Q=UyptL~vN+lLhYq)h%?I6%1~@azv2Q#R$< zr0Z*}g1lSzqBn!Q-0lWjHU;4yrjzca7}`YMLR#>RH8r&ne7c)qoGp1#I3aS@NyvD&Iyn_n2TgPBx1ihGkgbpl3wJ1$8UOSni#+_j-YR~A!9{gCv#J8^aY2w z;9t4V1pJH4C5n$dycI(g>90As&Hs|8z^ogUQ18f#%&*CHZueh)6^heYaWYT9jUsc1 zs;bJ3TF+>0an`NRhb7xLjfjU`wa;Y9Q~K-|+k(%d0^TM$`_a3xpEUQX7oD(W&_{dF2NpFyZ=$BT zXzk$PeB@7@_TWwhnYa&9jBE6?`Z*5@7k1t}E=buku4=G_>xbn1)%~Ua@jgy!$cR?f(M760ZZKClW}}V^KzcQnv06^t_&@-j*PDMcIo#n z@JB1_@1Rn)sJZHEg)yCoe_rPWw}%Tn>l%R!+g&gVOn?^T0(!sGzbA!2j7TRDz3YCo zFA5paQTOZg&DybW<$F1Q<=S_zOU@kZE{^(n`o3+|VrYQy3L%v`qhWeFrY~(Sl6;I% zIaw+EH0kR+japIy)wW$L0!A{9D8y3i z(^`F`a%rIq&C)yHxccj+xwFy@&vq3C|Y4A~gN^=`1=I8hr0A)bmt+V_wlmOoK=z{JXWc3b;6tavf%EJ#p_ zQD1CEF%P9aGgM0nlL4YCB)ys%XQX^Cx+zVT=irwsG(=(u^pOX-TZKzI4Yi zVaw#t2U=n)-}$(&p1Upbc~i!RY{-u3WL` zqIN*>gfxHchXxYZrfj@tP`;s%PI%eXl4!SG&A?EGUeG4!_7GuQit;gS0x=o9y|xJ? zjxrqg<}_nzs2Obr1XzI_V4_9;k|_%D13AWcAD;SG$WO@>-B_&i9>z5boom`r05vpF zT6ZFXa)+<)1xeqFiJCwXO8W|LApz+l-j^?}z-+d*UDsBKF-X~2`kX)2w-(kHY-d*Q zC>y+Gouu{Z$h_|0*O2dX*_{m~3h~}duCuIso)q%~GOzZ9{-KsRP1#4OqP$a~SW)Ft zb28n3+qUvn(He!NbDLJ}c9)Bmko;7w+y1^)OLnozJ>b;~j)Pt@^8EK5>6pBK?zGc5 z*UWR7Mq@O;=c-=4tf7+Jqt-kJD+FYBXX2e2_r<}EnITdhxc33Qjj(rT#Vf1#{v2}$ z?Kiw~OdHKf&CP8tD}J~Is5kzXK(WxyV}rwC%oxd;yw&9v9Vd%{zUu@*@Xk^jwWj) z(gSIsqM%w>M%3W23#L@A0S`fFCCc_~#upW8y&IVtO6}eu^S;eElg}0^#p$RFl#}jE zH#f@i+3UNCy)m*pcr+MZgep7ax^p_y(sVLCEtl%9TOqZIj9pYibCpN7%?!o{D>11( z6N%eQ8&#EW5*8`UBER$Kgib=lvo*yZ+#PHqS9BZL&Zn&gN|7S5DF2id&;FinH9m3q zvJjLuVn(F$3c^8>X>hT#E5RqAF-G+LZX|=yK&Sv7G^>CVt>KVxW(1B#OPP9q0W_?) z_4Va@*RD0(;lmUew3H#SY2})MFHyI;6K*rVs7e{IrxT?Aps(?MV;LI=xB*LxHtHwc z6-{s1uimjp@0;g-Wj)g|O7nK6v?J>MN0NS=+%amr;|lu@%f&64NkY_2Cl4@7y4Y#i z72XMa`$lQ_hFpji0@-FT(elih@2aoT{9&AH%{%it{1n$)=qh!h>m3QBH;`RY)Shr7 z!oQ&55M?CN_zQ-bIouP$pP|%c(C^&W+Y38(8@|;P-CINrY;Hdf4-XV9=}9V&@YJ8U zTW>Za3We~=DVGQ85)`VzAmnB>55BVoH3ILM-*L|RcH+Co6gJCJYIpf?svG~_=Jog9 z8h35x^A(hmr$u$^KW`dzUC*vpFj1RQ!y$7Z zbojxdZ&f}7J;oQNTo)~E`j{`onMoJt*_1T6tX;u7lRe08n9%%dwBtdo>1M{;{7b90 zO;?=#y96liC~REQ8<$HEcV=l#Gj5#j>+XhoRmU09~?p{BMBn3JwRlzy(RG0x&Pg zfBzYk-~eP=`Q36Kaf*w;EbUKJ4Jg~28z?0CO({5CK9I;eYWaItS=@fM#O6(wc05wK zCoftv-@74ma)Sx;21Z#=4Piao)&oo0GQ*}le{bxVJFIpwYbf_U%eh~h#>bZ2`_g3d z^B4vFM7d5xQ%bF9RQ}5JTAG}3>*)=Z@zQ$3=M@~c0jbqMkCoWD24z!S&5J_>Kq`5d5Aj^+^15Cb^$ zcA~lhL*|1W+e^S|d~5*=Xw8kLE{$&LXfy^+Pl*Occ%+${#GG zR1Z!w34V!^7&??cqp<;PN@{@kh&B%@ILELU0`qx$&vy!W(hEQ_QhH(B%h2XTlKPVp zrHAf++8^IL7{ReXTkug~E>?#_b#ZmnAEuLqG`DV0K1S0gr=5$4YTnl(+A=eFP-gM~ zg?{yQ-mH>+rAZ~CCdXJ#Z=o9TXn5nnvZU2bHR9gjw(YtBV|O=)|2ac%v)9Mu<|6l- z-|k$`e}dhk>f%!;`wy9_gPsmMnihECuDQr$+x~$NPQ1?6;M_U$6Y3LKAVF;mR$FTG(wa_Uz&>U)+t^$Lqx7y5wcP(JN4Yq#xO+ z6rww}?w;`GpLMsnIal%QRhB?Q+^TcaThz|GpFgLSNcHqyY@zwpPI*7bUIBmZ?dxj> zNo4BDK2SnetXfsp(V_q4a(NayOTfjbE;ttXPa*};zlF+KDFY`DzjxcNItW;{da11D zbNFaq#vG%0{(jQI*_N6Ul~LC`UL<&Isdc}VS==J;?m`ncw@xPIp!vYeU z@8JBC*nF-((8M*oV_y5(+UJtv&2|Y5kM;lRDZ+d1x9>km@J@h7-e|NyJqG<C zx!Sifnk&`vRvk626%D68RYcXvOXKuK?0V-lyH^Q^_h!$<%Kg)BK^dcI)GB{t8@-Br zf@~fNppO=_l>9?^1?A!#0y_6kCW`O|**bdo@QN=zU@-0W68pThb??%~J5`*d!UXmo zdY9UyW?=I|Du4?}YHAxfmB@airvXfM@}sWvY(8)5LH_n_>%R#&jA$)a?&WBEUMSZt zajjzQzs9zWKD9tbQ{%$N=R46+<^!z>`r+mFeNX-$`O!IF{1~(!XN|uT_vTWoAG!LM zXG73&6!l1><64iGf@&Vu7N=Y7PuxFc-Aw}sLe$%0?zPnQ19q&J9{6V1LskQ6)bNeM z7LFlDcfII8m2%p}+YEW{=jOiG?+;OL>(-y4=d;fqVa zW0KdW^T_DZ{G|~+#OiSlRv(sHQ?LKh*_#91VL~5=U2=_ijZhff$rC^+dk#|V|ASy;zDOEUzB%n@zw*Ii8y#E5R(IXfS=xe^Tv`VsC`AkdXSaid)Xz~ zbqY6s&aVBnRN{52(q&jE+G-~p*9n9^AU^+SO}m$<6iSWGt*u0=69#f6Dkx>x!TipR zmH#Wfe(Jhm7JE07V+l@(D$LpNCD5+7vH0FqY(Kg_{lDbZ&bNUUd4#k~jbkV z#aBPH*wdtAxYOOKxsg*cPb@^pL@|3`oQ95h=AGo(j|{to15}vq_dHe3{%w1nXTxSw zbLH*+ISQJa=OEz(6f;m<@~hp|!X)33t}R0S6C!F!E5vLl`OdVOk2a}8$%8PKdd4BskTCqX6DGdEeQRz9sALz~7$_0YiftBw6J zb`xG1t#qUK$R{pdKD@LSswvr}R|`{gr}{8@AzXahv-!09XLuiK7cM=R zb?YSM!SSA>0b36N5KzJoP31iEj0XAb zXcyn-x#s4l``;XnF6SiE2p}FnSo+&Lpd$_pc^%~>+IE1%FXv$3$PTPId;?-6-~+_L zX#QT9YE(y)1<^?Wjlc(X3)<<76rCKKO`Tm`6E~M;Zys;B0`?%GCIiz)KuU23+D}Tc zVZxU5SQ6~SHKZJ>pm49n0UEU%i8qs$mWDLLo2FURx%oG2+(=YVDaFX_gis7nju53o zv^5aF1`Q#rFad(_H|k=gw}WXfXJWF0%pO4-avY*|6t5aHDweg`$%8LqqzeNLh{I4qqP5@SM%)3VxWe7y^Q(LhR6W^o2z+2VgmwZ66 zNTZ||pzj1Q?};iv2J_EwGGhX*_GSc9lXMjZV9&77e(QEbP85!n4-+*J!zYM2(m*pf z#NRz$>(W6XA+rETUm%bbBB5I_|KlY=+j*rMl$$=sCZMx2^9w7?!N~U z?g?Q+3FJm;aY{@7%il?(6bbqa3`m`L9J07aS9_qs(T5g-lGCbE-oJlefq8w59Cjf2 zIAP&gqCk?E{P|Pg$cxyc3F*s4r=*a9|o-~0144;u(P+X znVdkmx316SrDl@n;NYOm2;{LgQjm_Vj8^dhiHb0@X|L>=&2SbY@Z7z~4rK@NF^*5N#Jo#+jl!ZfBG4(%0~ZHY)^SBh&Y4ALuq zF|x631NJd`q~buf<2Unvp}gs5j4_3@2LQ_?vMZ$!%);KHP^N@DAS@cekmGq}C^2*# zsLfZ@zsu1@0Cfremlj9RXo&Kj4*<1z)!0rRDl5SQ+Mk_hM;8um%Lko^qHH_{0@Y#A zx#Kl?r)_$<^R8xT67&+}m zE;;8o6dA)r&u@UfyA-;BLyz044>=a!G&f~PzIoF>u$h)ZD!zyop=itpHj2sU!(?HKXXYYFI&fw&H6prvjIgr_6$uI) zxsF2{$n+o_`W^^c3A7w;z#{}ib_|y<1jTKr7&R`0p-l~k*c-fpKD>+MSQDiT0Hfxn z&<_LVa8Ra2uZxf_nZ$DWYbotizI)))_{ySjZ75&uI&(Fi+9cwav$*(*mycJ<7K{Fz zHL$1oy*Ht`eQd|(D>2mx4?Clk&)vG>W!_kq_+AMzMF179{78D%AJ}{74Nd06&!)|8&OK6kr267*J{TB$RHbt6&^VrO_!= z^%=JwX2x`@_`EZRcq*1!Xj`OTZIT~g@2af)arO(()Do0C=m^;ar~X(l7wIK65IS;W zv`^|~-gNQV0SI4+Y=`FM&q#ak8-6-3GZAR1> zvr~x7G&ZNq1Ma7R4@jLDhm5Q)GGLN3CV>2c+H@(<6CczG#&EM&-%zdNUMMPn;Uo_kxEd^^sw_&KgixPSR@yb>u+GKTkttc#nvc9vFBNAGHX13{yBg(P;5fJ{U(Z+Fxrpd{sz0=9K?QdhuHFZ zh=l^FT<{2^jMHQxPPiRAsk@iQ^ zg((nE(qs?)jk)YtAyaBxh#w|6!~skoYegP52>8T35UvF9l^C~CafCB0Z>nf>O;_l8 zB&et`OdWP_IkF^^(sYc9Mw9+$;GKGZrsBIFO%^tYGrDhn;92B3d-Ely+>_AC_A0B1 zCZ_w}B1k7pW_P#u+t#6X^Ex-v(sr9|YzshF!P#&wIc+mhYIx(8>UvWR7HXPP$Dv>7 zUV3Ey%irI9>yWi3z~r-D`UBR`xsDtGR(>7#ZBkdEZw9!BOcRlT7pu`R<#12{lZ=5R z4q(BAoe2*Uv06(wW+0F0kGv)Av^b={Lq20dwc_Y?(R`#TmTOq>!3j;zuK zQzN}fU@yJ*`N~WQ7v-P*sYVy|4C9qIeFy_sxINmc41F5J9218Pmk{>JnOWlhl9)G< zR#@C($6~M(**1`Tuan492wnkUf|rd`(6iC?PMG;|#H{$&4-tl}-RZj%H%0BAonMM8 zPdIS*&HTk<{=z;}xi1E76SYelU5wKeJLK%4N?S|@1h@peS9m6Jx2t}{e2X)>-bn$0 zv|3`LpUv)iM@W!ZEWkR1TnZ`)QGZ0`CHZY+WcG1+c@lm=1wbBkV8lk~AsmOPE&*JA zVb=1VpnA}rpeHUq&kpCwjhT=BeyaX4%a^|kgeZ%gSqf(8R{nwc?m41wzce5})_cdr_Vltv*P}iA(Ie41)BI@2-&X+*g z>G_k(xzy@Ih<1|CR^8u81lxh15ZPm7q2=vi9;@xcS8c!hEhm+kTIbpySGjX9zuDiW z>Y{O$Nk|_ZU{P4Pj{R%M(j7Umfa8MdLluyIIq(J3M_}0bGuFlk{F!f& zV@;|nbDj*tSlM%^EC1|!6l{ArXI{!TISEdYFf7E;rSA0Tb7^Bv()g$PgLVRWe#a|@ zjTEX2tDMxi;d%`WxUIV)lD6^k=|nwY=hP_XO}p*4b1Iob0wx@?jLBq}3X=H! zJ{#J5)nxg8&2+m@3I?5Qeq&a-sFM2(LB)4_IYY;ZHb2%QC+aGNc``S}SJ_Q&qMU3> z2x{GHUC~&o^pL`{mu?g1cS*S%-^im(&3#140}3N&Mpy4vzO!aFwstBY+D>KSs@p@}$m)KwOYL-o+N_AKvrMKKu!hRM4JzFBR-zf}qOQoxse-Gi{j3$pjLCuG>jv(^E&8IY_1DR3>gvwtV0DXOAHFCz*)!FR2IQ9znve5^^mWU)c>gx7Zy? zT<=`zR6VhuHVfqAlv^9AETheY3Q83}+Do13o#p0z?(R-ejyklgisMCOBt7U=)~oUL z4{h2v#^HVR=t~rXeE4U1Y8ZU@nADAMOIi<~-Z|IuBxiDfiMF}(&*}^Lw`;e0RV9PT zgeSO16^g~$P9Xf|?K-rAZZh?}8?HB}+_B`kp{uR~6BWwM*`$=VEIb38U)xf2^S8hr zrr_yE9j+lnuivWj%q)M&=Z!p@^CFZa#t3bniRoT3g^EnWWU;% zdhAZ8{~jL1r^qvR>GVL=cjDP9-Fjf|{eeAdsZUx;pSm^1srIbg!}T+;4ejc`((|;& zj)rVu&6Ts*yRcVQdn1t`TjArtowq(@|4PY?>9mT~SNmei9{k+Fx$Er}bw>&pb8%rvR(sd20_&o~`JxGI zVil792tAuKhtK+}XiTX~XX)t6sq*UQ@Po!uOC9Q)94Kw+JKP!GFW*GR60@e0a@X5g zZOXwf`=o@N>IIBx1Z#sRD)H_n&lx3Rwb9jyHQpg=7IOJ(}-7KRY3*7hH z^AaquZCH3BuJn-8fHo$%7qiK5h@4WNX;r4JKQf>!HU49M+CCq{SLNOPM-zqOf~U4Ja6NwCfP4zshZi*Yi3lGvX@iCmsAS%* zkPB=YvUUd&^@pga+g}y&e_$YnJiXw*zPwS ziy_Sae!E^dY&!M5m9nAyKaeq_S(xG?!fUS8FVopL&S$@cN@YK*vRtA9kO?AZh&Qjd z`$U@&1riHHxVAa)6>ff8xVS;Kt1&*m#S4FGSQtjCT*f zS+XPQTi|i$$C%Ow@ml7YjGT`- z&?I7}q^b)2pJfHF9ca8q!hD=4Ke=Mf%ONorOC-k>)zAk+SOes)zAd*6H=hfEV${R? zfDMQ+F;TSQWlBv@D$hXQ1fGC8T@sQOuwpa#hMN;P@hg>RoFoEgyWJl&_*QKLxzukM zw0j~v_0S!e?kkK%eFIS}KL{+V17y`CJWWv4IUjT4$sV7?NIN2RrdX_hsc`r5%g_z; zcAo54_)oM@k>bP86eLAn%^}I=F36?)yV@G?0EjRg^sIJ()m4nMcpI5Mxf{%GfS@1m zeJu7@MDw_h#~b=bMg+(YnBjNlkTq=u2X+@Z7N!rlPZ6~+^;egzL~A~Pm_exLD49k= zSz0j>c)C0qGjB0LE-&LedRqLT*X8SX*IV%01yE9(E@azRrms%apo7N2KbZrxAJlBU zQ*~Agouo)KmRC^>B3v8-#&0`K5jhaf+f6>^g$$mWT2ST5O<1hQg4z&PHE82CTgx6p zQ2`Ytbf7LvA98R;mPa@FRt14!$d6dV3w9Cj;zhqJK5g*ap&-UD*JlmMV(M}*7*bP^8iT)b0`KJVLds3l>8g0) zI4A_gTK+DC%{xU!HOY5rmsFp-1$4saGqY!vI_-)T1b}X^=ZEAcKvSnzJi3^+8d;tn zgW)9#p89eRuad#UF7&%HNO^g%1l`p*0uqoFL1jcI>{-%%+K z+ytDFskU>%s zUGEzxVN24crMGO3rwUxX_R>}%m_F)S+B9wQBgv! zll_uzcQMJw?p2e3cka;@)lji90a1q>m&Y2nUJ8Z?6ZJxW1716NZ_ncxt4${HB~}5+ z|EEXFYl%_ADB(gsmy?qhO<9jNKu5X~I2oi|6B&6tA@3KJYc8{w5LytFBc4$Vf?5ut z;YY2Imy^pdi~re!p$-sdp%fbJb79UnP1H?M`Xz0zpjKIJ=@U@cfT*98g0YM>A;B01 zA(5Kj(}SsZm?Y)NU&*D=drOp;2{0G%T~%^C>{;I&~;kMJTg?ML$Y^w(dUaF(3Eh>R|H>aDz@W6htV4S4*4hWecQ4c80)8qnV zeGbzic^=`Wy3FH$nvk*3K;`W?1X=v#6H3s(M#czLK~CDY%1meQ@M?T`-`n5RP*H}a zxdhILC&u&G73%*RI<=MJ!>guF+Eg$Ijbt3_gFdA$lIVb-hPF^#u=M!MOcpoP^R zcE_F~Y%M`HtbXEJ21AMLWxsNNYmbfro?*StV0(Pp+j&JS$EriD(7aTXu%)uGB4!ag z5IU)MBa!Cgm~-+@eTbcmS0nRTd#~WP9&_Ly?NECuTA1|5 z^IPczjwMzC8s=EGdb4=zGLYsGDerb+%s84>IJ5bnJM@@pFtcIH3`Tjwn%V^XJ5Izy zb8@~ZmTg^0R0_c&2$opc7M7kaydfoxz$t z7?lk&smVS;%aX2oEDS$>P?@L@ffN7d6)Trpk%!AM&i)NBcAM$Y*1 z?6Z_}$j5W-zxiQV<^R{RmSI_G5rdS26F?qFG7x@bBEG)KkltP9|Nc`kZObJ<7^*e@ zz7ytOz!0bh$CF=WJ(>y-%9&r60@N>zhOAxO6Ryn6P)q82bv zcUzh4!F3>6K+LTz_x^n*fS$|#RxX5wH9rq(VQUyydXa^4y?V7byVZyY=pq(6y3>WC zk3oYw(T|5)vM6Jwzwr|%q3!U@;E}I@PUJvU#m6e>cK!>O=1g9HG{*>%T4a>CoTKSY zi;Z|NcJLKMirC~HY*x?+-}Esy7)Jn9#q~SzK3@*yq7Of{A;F|nY|0S}t-s*Q2dmIOC2PQcqibYk%x z62%C>a4!j(Ect{>_RpH&JLPuAePqrDd4{I4e*-b4oQY-uqj=@^?SK+oaMpyTfDGFGNBR+zT7`aXrt%6j@o~ZicGGfbA+)4+u;o+KvM*>M%4DI3?iD9zht)=J+oivY(3sZTbB)cDtYVv7 z{LkUxI@;gMa}pohJZ_?O$4P|Ed|pfjK9RR5$9JG*kbDmmlb63o#9NSph!knebD94h za3rrIFh^dO6_2Sg>*9Y_M>Ad@gH*^zSG)at=BHTlDWr`EuaTsOJl@Pa+1DVVu}e57 zFI!pPs)ja$cm@i}to+W^Pm$CtUxr0ILztgoY6{uwa>p$*aSeoRPsr}S~%!OZBzh3=_&D*AtØO_r}}ZQC`x32m^;SINmKVb11li`HYTO9-vY zza8wXJ_wO5ctSbd%NTV?uF_xj473-^%E;b28x;T_YVl{7tk<#y@u&)r%EyJ}G}_V| zB0k1|HZtUaLh&xOed~muRTKci+Es)B2J99a|7U3pKVhJt39b@3F;-T>#Kqed zIZwi;<&*l?s_7upmxD|#B>GS!ZibK@*rw{EI%Fv=%!i*gk;!#{`iW(s0Bpjm>xKtj zJITnn|F>v?pHIcV)Mz{PU4$H_Hp-j5j#L=8qlFcs;M_T4cC({u8Z%SQw(E+tIQ&Ciqk z2M1^;oi@6XVc6VbtpTI83FVooJW^AK?XZK`Gf`ZUa2_V4W~k*E#<^iw3JL~PphL>R z=MwT7pA=th2f6|=CE+fz@&wh`BW*`kx!xzU6^W7_E)@ zD)iUV@FHYn*$Gc|E)1l>i3txMAD_9;Fp5O~_7@1@WQHNKI@J6bv_7M89fOFs>*v@U zRaREcsr&$$DR5B_xX@7ubnp zO1zrI&C`mQe1``2L)Yg;kqlu%j4##;rHD+qjPI3gZFx;tYcej5WKtmT$73u~UW^MQ zP0>D1E)CRDK9x?+JPc~fxzrtqsvk)e$%JX50O-%QR8%N(({ECdZTy3%glLmYrsxW0 z3+REDu!MB^#%;J;!6kB_;Z%KRghE%5$%Vh3;rR!g#-cx-G86VceTS}x-dFas{0a+o zwVj?d@BR2s(X0`5oL%(jeIqLBTk-Clc;mjyZ;y1h{rTngWh!RsOXAa~xBvdVfuVE? zNC#_c{UahaLmq)56t1j%>Qqp8_#KE`QqZ-esin1FM8vDGP-^4Gjc8(-pP&Cd*LZVn z-RvLqYJ^2Zl%5mi46WV7!O;(*+0F9|W*#!*ANul?*~rvAj2En~um1*)6SP*(o;~|E zE#vw=Xlvbn@PMWm#kA_WIxY!`NQg;%m!MNww@tEVwrHuaJoAirUVB^H_3xsPp%X_V zyYSIV2X3H6eG1!VENb=wM)#1R>||-Ltcr|&{h!U(R?5W8;jx98?LYkMb-z8Bb^W2u3TkkGQ@7Q893=qK0fO-%nXCx+ilNYV8wto2%10@NJfjsKq zFy%L)r?0P`qzS>|SAfAn)rY^M{Vim8*oN}u+SDl^Fch?7^jk^)As7|uQ$X!5A|e9x zIH+3tBA_N(EtpW2n1$p9^QYGXMd|J@q}cN6(4s2wKBJBh{NXi^}hv)zfQ_pykbM3n($U@^{0HbvhrYLFNkz4xXe} zG_U^nG2~ZKwS}3p^9;+Qf$3*SNp}cv_v6Qf2`El7ZQOY5#EDf74i4|90t447?8p`i zG-B0DnMvf=ZYh;Dbh~<$Yv;BBwo6bbEuPhH9b?$CC9<_e3-ebZlTuO)C#JUBFC@P! z4byF3g%u5c${P3bWo@s^ZXuy2vt}36G%(1Rj*gD?Je;QfN4xWfF&vAKz4oOX!Hqnt zjyT1}!NCEm*8{pz|G)r=*}c4I0B3~sVs>ZK=g+>Op=@PkWsq^&xNTblM07FrptPeS z61zAyCr1n;*}|fuzX9sBFfnmQQttWc)qV^QD8-Y7@k@w{qoimnoj<=98X+m#sI}{p zaf2cvA|aunN*y}r*B- z9-jT|jLgi;CRSFJ@EhmOo!fyqG$&4+*t~f&Ap}WDNl~Jt+*ntwT4nFxkoZeqPw(8t zi{Gjr@K{(`ZDeCxRd*>{OH)%wT>K7XlraZ^k&$t{*7$EQxCeId0}w^7s;y0U`!)t@ zAvh4bPX{4oZ2I)cJ34yn;^HE9N8iXuVe$Byhmg3Tv_G7s<&_ zu!Z{jEzVk5;W3mnGz0>%>Fen!M&{f6b6QkPY!VrMhQoIifMI#iAEBY4`P|VVa`>>K zvoj2!7@3v+Yi346O-;tynh*a9^h`-Ye)HYi5JiD`Q=LA8a&8NTeluh(o}RB{`s>H z#xG2nd&rG_`}QKUBC@ow7ub}|7qUVAB?#fSw$@gn^K;(Xx)1+>5LYH{05TebBO^Hc z_o0dLGmnkgzsL*tVoQrQVzr5hiK=h*SU8+^6AO!5qocM85(VtovUtXc>A;wroSd+l zL|;jnn*?j0+x-&uP?r=5TWf#7M~P|0^Cd(@qF|8+{UC(-6l`pJ%$UX(6GiE^wl>`L zBREajW5*Pfl|zPq0z(0a@Tl}ccErK%Ya1zv8VcZnoXy;XWDXTM73f=phleBMQPdD37pZ*O4Pe^pW*v=@}SM-UP6+3cMu%{##y7XT5&?9fZ1q#hH%J z?d|WInu_232n-A)|IQlGP*5NVp9~zBE-x={;m4UGv&)z7 z;|L?3q@|^$-~!du)WEy!@N>n0LP(eI{PYdFXs}fd5am?xB6dStn^jj=7ahbj>75(A zU8f$Pyn(}w&*S6c4H9G6djYYr+bI|~0LmkzNGB`@_8vQSEceYD{fh_T^01*31r{Nb z%rYX|7%kz05?GBj3@BjvHO1JKH|J`Ns}Ng=h&+gj;$SG*AuSz?(LyFSj_Ts-6cagl zdHp;+so_tdpp}072H0ff)zx>Bllfs|hpF4H1vdu%355D_RrVsFwAI^ zOw30v55ao@R_VqX3G9DxF9Ey2nIZ8o5e_Fuc_F@VcO^PkdSM??=CP#77-k;4z~-LnVyZEQn>3h^B1NyMGJD=YJQ|6YTc z-aD%*HY%zg{A_rCz+twq7}Rwg2eI291O*+1n1qmYtH5Y2kXPt82f!teWlc;ZY;I!Y zP;h}i1uVXSm6iLhb=YnRE$ttHLpx7g<(~+i;Y{Z~m3M`MYd8CK5+vopf9Hy}#Jc zX9fiAeT%UWvPU3kd~JeuX)bn20oEN9FX`&8)rc7Yb&D6{-2G8aT!|mA&moAN2&bTq?al)42;0T8Y+_^*NpYh_; zh2i1h-_vO~*QEDaj13R-)9uId5J{&nwg^2vJ<_@TBv+~Sm0o1Eg)k|~VSE9ig>n-i zoe(<@Tps4rB2Wv7IUp*EVIfdBr*qGGo?f9*q9zy$jdD-;2|Nar`YI|alHdMGE?^ZE zU~o>wue@KEPV{J;otfF#GR-U3B5mbz8@D=t&gSApOxugg%L|8X5I%6g`{m1*pJt&n zawa=5@b2Bjf`TZ-!0qkr$?ZufO}+o}#Wr3yz|XH2sVi3H$B!Ra01Sa(`+ak#<^INu zb;btHnQhAE=DQ$=uki-P2_eg=X(hYsmv1R3dMrOF*UMuTKR z!;puY`^j;?>wu!%)Q2jfQ)|yRh~fub{tXcO3^OLN=Yl%EAUQP zDCZf8W!ti43u<%|m_N+@K;VNdnqyY3T!|nD5{!zC82JT%ht2!bd&-Ef@j>hRkw*AL ze-uxrz;5ju8&f@c)I)1c!T}5-kVDjg5bxLQtkM8y%cQ|6KK6|p%aCFdi99?_T)bO2 z>qXOHezA2rO}BnJ9(Fw3<)_!jhI1kU+pnw~;4QGLuA7&-mhF@^{5&I~Q0%aBMZ z2iYD}XAKmbF>`eM`1m5W>64|{1GjIk)~>}!ybT;2HcmgU?NzG0WNRykQbsQ#U_Qmf zV8A75b3&%@lMvedibM-OM=z_b*ZwBk77J^K9IWcP?MJdU-%KocYaP3WkugsDW#ax% zZEe-iY(Z2RQt{dI5y!wORt&dSwX@rgu7f@_X_(vE2EuA#oX}_VlK={RjBNpGKOtg+ z{`mIvCR*we)zAZDLz35i-+%h_>C(;S3i`2D;#y+Oe_a@X)@j+V^7m zbr&v*iHg3%02^6HM^SVpy~@x2J~q~fSY~K+^y#Zt>Q_ex24>#3H*8i)bH5r?0PQMR z;Dv?n(%%mj&8@-S2^PC1KoURzy(HSYkj+OQftR&w&BY=U?F#WSV%syKR60x-*sOQ4 z{hj^w3+}yTRz*l)JL<5pw`0VJff?& z-c*+68M^<5=?%u%Lw24^zwa&eK)Rv_lLo8>y^tzlUPWht>jUJ7dQzGPq@)(3Q~x?R zIT?yA0ZqX$jp@?!f@hEV8tHu8XClPTUmc81n1p5*JK=}XELl{P=qe#P0IodBIwB!71 za70l>Cvsq6OC>t|t6|Ih@6@)lYN5>mb`HV2Laab%-y85u&;=n#$7E<|h?s_Eyz%DW z2dKo_l#l%OzH@2l?#fS}KEXa=02kzBOUlcSx2qUNw7gevIr_6e$Ez^7$yzMZ&e@q; zSU4D|Qj(<7Yswkx%#xC$%G?heuew@Tyt{B6R|3E!AvrnV>sM0~qYl^EQA5Cfngf1* z^e-*5weNi@wa@E(yhgjWRxftnEr9TZAYdcbH#DSxf=*VC&U}o4;E87+1pXYwc%;XP ziI$&!HUqB`$U4q2^uzIR(l$gj%BreLdK2E)SpQzVa)pV7r5qOjiD-LA$DP2yicg;& zf-cb9+RF3ITsR!DLv76)y*GlXnYc`45v2V>X@yYAIE)!ui1GaSG9J;hD(ULABH2`+ zd7G8`^4rCfwL)nuKtvF)994V?0}P5q+IhybcbTjY&t|q=i2C#;GdtT5{onKRgFk*y z4|vzodR!n@n;MRd1Ccj^LlDc1(u|$?PHAXt=<4dyW~21=^m^vJl4X077mD^i7Xg9yUG%ocWU*Cp@1Hf-?h5Zs^E+q-n@QcZzGHy2`zK zH!bJ@2?@IZ$M)k8ECA)I05FCG3(N;1v`VZP_LK%zobzzM@C9bV;g8ymI6FF? zbTxc?P4{q}kffxto0|keT$}c+J779LLYXlH7%~je^OTh1kZ#3b6pUGNJdD+RBCsEi z326-JhJYtVSnLIcnXs6cysK+o2=WG5GOQ24ML(Jv7lu@Ca_-n+(zb>SzJHvV`G8=J z8cFx7Eq+Z;tLy96B7j8BHUO9x!{4Fcc@8P&9zMQZhYp1yF#>c6w+Y1cE*|yV9$8}2vwi9JDnb@^bye`W#d=yx%Uk6caD#2xdZ*5u31yy{o<5E~k>+zq-gp2? zVLSoa^!5q}e1jE7gqac+s`4yza0*{I6ldh>Dh}@m)DIblor{arg$sUwx#B-vNOYEj zG${Bih?JX`Y-7g3!xYAP=II56`5Ao4CXjC@9 zW!*tg0~7!%|l)%t62@e1<3vzzqu4)mRXS6z~Op#X?|jM5C znqR(-ja^b-i=T(&V>RGr(oXW~_3O%phCsLnT@FqZFW+-~?d>f^j1KHS=sjK_;U2=r zNf0K{QDd9u3zp#gr(B?F&}>xG(%OA7g<(Zn@YAQ2wgYOQDXRMFC(BDjYKp`o(| zrNvcMzK$o=c3jcoKXjq0y82ZvE7O3>Uf3(6yjBr>&+nuiD-7{pTo-kT^&KHY@_)$R z3m#qDr&0_tPwwcC#xJ+ehblNYh(t$60}cv~iBZwj-Ly1wX-VGLcso+#<1atG{YYaB z@C<0p;lqcyDpxLl$?6rJXKEQ3@^PB5tE!bk00-lo!vKJoP}$iTRUZ9Dni-8^y|54* z;`X=Z=da@0#xZFcs5ewXhDSyq8d9fJp9vp?u4<-DoA!2T{oy4D7%&?^Gswf(w{8VL z*$3d`(2JMl3&_fLOGz2p*V9ieUIo4x5g9r0>z4&EDlALFrwe!P-rWsR)jWeh_yVZJ z0e1&Nhm#BFuAFo6=HIDUVolWce13cVO}~lU^4fUx`1E+wcHwy-%|UA$ZCqN~J=G&~ za`OwW1$PRSfyz%{{uQnosS3>_!4t;Ld39$+E?&GyL`)tkW7ss$% zu3VJ<$zar%t1=M3z&+wJbaD?qthN9aJ^5?sG_m}R0Dp;1Qvv!$ih%ffnpJB7A6$U} z!FSiL==$=-h-2$kl*9~rsHl0rgilNM9FK+mKH@AT8Aoll!& z{#94U=sbE=jr{%LhF1~~fyi_>NisayZ`Gn9|p#V4c z?VzCbNRt!4!*rq9dq-$(N`5fQzy0$2t*hzXRN45r>}(degKO6$v6TY?7y;b!_rjMG zJB-K!?Y*2_Tr1rFZvf_cR5;HA+XkUgRaF(g17vLHzJ02b8Demk$jeewQyJH+S3e!#tZA_%6@LJnU7rr|hfD|$|e$cO++pb%*$#Gd}@73wYwNb!+|LJk)2 zIzgjJM`v~IT4EYcojO%qaFCOz|6VwNI%7p^Yba*Hz-_bvUdNJP0HP04c61@LZ`;NV z6N$0cF_NyO7{peN#w|QgF4($f*b$&*VP2LBt`-YNz*3_JtRKF7X+SMRYn=(ADedgf zfKgFAygdKwJg|#46mmuWbOO8qGYFeVV8tLfjVMIQ>gz{7k+QY6M)K_eB*5w^u^l*7 z&;+#y1G077B^tQw*)4Au+&KPWo79@1<>V`G(g3V_>8jK*&O zOgV%I2iu4M!oZvzP`bl7w-U5WXV~L4_Tm>iE}5GjgHI{X#OYkm#6)HvZripErz*K! z-X9sUDee~$?ohZg_pZZ-BY;RMNWiUO2Q@}~_-_|qX)8#VZ>_JtyY9$ucT}ZdI^d3; z0#N~qg~9i0-BA+4+}YxS^T%9V4hrpKFGOc2AOYZ@{#ZRTGg-xsk`gK;!RKow0Fc$x zC;~QdcXexq{WJN?6otqZL812I+m7~BgX8}vx&pwT0vMv_KQ3e6iQefBG!;FUR_n$wX#DFOKJdQB77%J>x$`&!3^wmh# zLlnPdT;>1EFtxb@Kw#Xb3&7r?mG=r!fXNq|orq||mF1CX!?TiLV#|8 zK-oUDwcP=PG~Uj&yz_bIi^ha`@jWb7wLI+Su42 zGAbwerj?T2<;%s*%|Xr0>U&3fX*Bow8Kqe{J8Qov)4&F*LoFyNDQPF5R)q5kJFXka zpEwcfdf36v&eX=H?!vWj<+BHDQV34x;riw?t%pvEHr!fe?B8EJn!FFW`ZqJKgm;v~ zX%o8Cjoj?~#fz2zOd6AYF#4&y+)~#N`yFQaX-di(7nfPfRUiKOw$(Sz8GUw)Pfu@> z9fV}}3B=pN;W2ZgO-)QB#zxqK450GIqd#T?0|S6ED!RJ10^LMIYWV>p_;chiQZ7X2 zeRutc8SpiPg3VxT658|VU5CQMDrjZP8(UdX@g60) z5)-CTf7*W@+TKW~Y3t_AWblZ_m9uA8g6w=={>+D_wQJWR<>1=VfGM4pJWG|8m5ECo z9UZ6|1Dp%;^<9lCPfAV>nSB1@g_(tgoL|wQu|)k5|D_rW;SC!$oU^r+fBA_TaeOY4 zL|`rbhUomLCYPPu07)SYv23k+HC-4w(@!1iGHlEWJGN`)@j2I1JlU%|7m z+O1jXbv!pINkRCY&W`>2gW}_Nl5l3d%S3O9jo4`;qd>isvnXx7cL0I!e4@FzIZO>m z^op^O%1;jn-1zTt8Hw$)$%pv?QE#Dd`%*C&acyn7D7AVP6-na)pCIf-srCAGDO4r_ zl*fMB_~v5k zP2@`_m6cKW^#P6phmQ*bEP~46ZqtISEK+TUFQJg6P+Ho!W{fBrpp^kx8g!#kmr5uq zip4b2J`^bo1dY#r5kkP9u@mMK$Fu^lG=R~;`W_A@Rf8*v*oZx-v2ZL)Nya`(zGu7^( z#trL(v$SjXZf_K|GXS7qF%YbR0n*&r8GtM!SLw{Z*m0d-T|vZ;X%=-&%@r~?Zv5pF z@c9>2qSjt}Z-#qmd;EgHf5GK%x`~91j;K=;1sv=X6vT^u^!^ukuDw-D~x#s#&vUtqzly75fN}2M+-O@lirtL=gf4${094z`_9Etk=*v1HZT(Mb#aZ zY)u?p^zDryWb_?>SlK#SnH!Ke8{0dW+uE=)axya0lbAU={&3)7VzU0fCotODn=-Ay z!-fDif%_q@;Q#@FtPegQiv$bJAs`_jBt(RiUDN+&xTJqlnd`{%DCLn^UrLvdf*A_k zfqpNdj3Fu?7e4qDei;sVO(l+kq5uim1rZ9BgGLc%6#I#rUf*xc_}3UKZdzIO~7YL`KkIz3iIA4|!>RHkp=|NaVRiTLMZ z60;wsG4NmT*M<;u!{9T4&;1ap2^#-?j)W|uuKDK<2DtCk6-@qjH<&*;qyOH^81cJk z%D?v=!RZWV8EM>^*RnO9FVmpT=ep=c7xUnO&~_MOmrmpOn2)ia?jUQn-TwM`ES<_m zGs{dTLm98%a#FwT`wj`#X*I)n8LpgNvRHnAA<b|b zBD!8TbMpPbl(vz9`5Iph(^dYNQ`O2&5T@zV^*HJCemWTdj$hc)ROvs2MWbJuCcL7d z5wL!Wf5M^5=#~|DFnYbpdV>h$DNIVjnlINHIGQW{ieEEr#Dbf|q&GgCNcWZSE(lw9 z;~+N%$!XM{>$t2&z15W&ok|w*q)xZlk%obR!O_t%kR`Lv0N1B6mmhNE-uUUHVLys< z{rl_l1K;H!`Ks658XFrM#N^V_&}qvV(Q?&k<2Di&lkTW_VMbC%Wkp3ajZ#6NbL8hm z#~GQg#K6Pe89iL?N@wyl?RX(%G{pWcCGs5TdeYC}{TIUuPlvGp_-&%lS9LBjrz^5qhDZvf9$-s2m z5zr0NCn0llD4G=G5Wn3IjD(*?Vk}uD)z@=S%BI7?x=S3d`;5mry>#7ynLxlo2Gy=C(G0e8>eB*pq(kv;6?PsijVLc(A z#yCNv*zM=gd!s2m*&#&3%}&Rc4wg1Hdqug?1|Y9HW8kUwftcC2>v-cQ_B@BIF`YP7 zdhgSRsdnDS0o(6h`@ddq{x`^Z|XfN#UrP&gl zuj=}|+z@zOPg&J3nT%!$W;KAk@qL+m9!4H`1^_R{_Qj-A{cPBen4n1Dyr>U7@B}PY zKRC){c~5#x(yaSW8bIs&cBq@Cf={?BHZ2Um!V-rNI^&EaF^mYdn@#0BGt2T_ho1w*Mm<_{0t?Rlay=s|vXlQy7wt<$+wJo6HZuS9Pl(Gf zIZt68US8w%RyX_m&5->VW|z}dZ^Q8nUNw{PbQ)mr>d;WWx92OU!87l>mS>I#EQYwp zNB5?KoCpz-PibSr`+{$7kUP!C73iq3iUnF@gdepm0pO_djbU1bBTw3+=b; zOK$raq9S>1Z90JGGYk;AXlHTXtQXeRsoXAGGP!MqQC-Ho0p?8{il-Xs4nhEC>-T{O z<;yFuhFE+Zwrw}69d3?UrCzs7V)GR`bYx^5&$~>bmJDaDSF+wM!u#dGtvQy>$eSMa z(nLj!fRLG9T%y$Z(89HyqUIW z>fzB*+{4xW{)7ilMpBc*{&4%#X&T6TDo507yeV|>a(Bddt2fMkkTm2vWgFT1{9V)I zQ7J-Z4DgUz5N^*G16Kn)8@}(1fMhVev_wNjHbCGI2~lm(7yj&R+jfwGnCPGmXz;+c>RPK}7nY{XXRZT6etCe)m%OMuiaRQAd`+Q*G0jr^fi9GTR0N7nz zQIWJ%V>)74*+xl5=CbZq2vL1p(K1|ZJR%~p1KhXisrvn zhun#iVnj8J1P~u=1mi5PTN+mz5s`83eFDfG0L2GEE?v;ruq1#>O!_`)&?ij|d>f|E zz8I48j$3nHi2|Ig2o%m{hzOt^5K0gNm$5OQfk|e%?WH_(q*+zNL1eu>?-!SpYyl32 z$EG+v2AFQ}cEuL?eG;5fq3muSw%(|q_p*5*YSg!fahLXYzQ@g;+xVaZ)^92*m{Czt zUZ-gs)|wrL#mstG==Hi>wJf7R5Ql$ zZsT_VQcin&W|~cN@dj6#ZM$2?Q}e`J7*%GnTnCZ+K{k$|>t+x(eDutiikglnPsX@d z1&|1a*FDZM1ly0BfrJ4>?xNp2WIhz%6jsw}VEL|A9VT`M4qwhh$ht(abrSRrfH{K$ z2`1x1=k?(X_wAyg+j-XqjT#e~*H^#{A(h@Yr2(fcK=#^?aRP>`wpwDTXn(YTXn%V- zdv^}T^p2N~w-;M5>S;Il%zblkVAZrF7=YYR%6h~&IXR(M{{sQ5>IDFQ$8IF+`1hmP zVu-(h^Sxlz0C|DceEQSgMAihyiq*UK=AN)Q1FWXwqaZ4>*2`hK2d@tv8FGRzjtPn) zWT;4d=bZxk-d=nY@BFVlIngPl2L@42_Wme99)^8SY{v~ zhx0w3_dvAX%xi&gZ02o2Yzi~eOMz9 zCJS(B04wmV8rGa2o|@IVPpbxqD2OKvsv-&MCqZaD0PxxhmHJ9k_Q-i(qGx(uN(ej* z$?cKLCgwFY;Z9s#PDO2QaUm_}xDYn1yVLQW)S^2%IYGBI+5iAX77Gh32e01a^si)o z4-S;FFV|jKUy-;2L2s{j*`vkEsi~>S9M*U-0*?oO`X7MI<`?>7&1vDHq2nbg!(}~1 z%eE~M0H!3i@o3)DLFX0gfsdT4oyCQj!{9Im&|mM;lTtc)vatUcfS7%NLhRox=oJDX z!tJn!NSlL2uignnLeSaMOOEQAQ$SEopo{#bUIcuK`+g(f0m!G_&kt8meCzx+IA^)BTMzqLV3PD5u<|y* zd-vkAo_EaTh776@fdU~Z-2P$r*A>9Kt`<686BFswF4xYy8_Hl)6yZU4QtM1aF*U$k zE`ilWZn6e`I#kly0PdsadOan^4G`aCcFXynS8Eof<@Y{sXK!|IFLw?vHw*8C@~i>g zyE7$5eB$CqTvTAig~4MBI202hAtB%E{kGR>$96O?j7-E$0YFX3qq(4bgM(pY`EQiH zuXBknfYtuUgZ+Es*mab7V1o+@^t{LUa3ChAIZNPP=mB^xE2mYw^?~d6{S22qzC0Qayf0xBV?H^6RxO6K2pyghY1 z`-cK(-xRYZV%r>KaCXbPHgM=A(0q3MvI-OvwqD0t0Oo|9dG7N*c&)o`e*|Wc*}7!u z;lXRUP;r7TV`*!9#(E3jP#2I`;@>=m;wT6lCxyKB);z`mKNhjnndEbRygmef$@j1m z{{Rj9b?U|4J#zr?oC%=9S+7Js0+wagBlDTJ2P3YwLrbK!+;Vul;`<4la&OA zPB{oT7Q=#`PaC)*0rQ(uy_XX3>{+ar*&simgpsmQNcIq2c zsG_7S_bvwNVO48UY3ay{{3>v2bq^BnAOJx$Vnl9v&zs0T)UMHLmAVX1e`{hO&?5SF zfb4kSP@%n$2o!E&M6Mft&t6sP(iP1|CI0*6D?B>@+Wi8uhdP*J0-@0Od>$g0;K;*3 zMg|7%R|1>%hdnZ~>KR$y-Ln+{9*ozToxoMw5Rj#fmuy;2jDQNr9`H>`mJ|%s*h-(5 zMOrDzvU)#^d1)i*$fI@EvfZks(cObp` z6&v1%Bef1%pn`s>2TFey0PoCgY=|633p3p%_r}twuJ*>_-yX8wVokHWRGpX2sZ#ho z>Yr~aeK2D?Pq)C;K~~MxgrFXnBSRV;mp3F)NF`mn$$9UwX2k-?vS3@^|-0zOEP9%tbBJ-6_VG-5!yb$HSnN_;F z8%t%EN}|`8K5No;Kg_=z5PYqg@H%wVgaAWl2ww-_j@R;JhIwf9*r?uC5 z9&iDy=V6!0N5ayQE_(YMFv`o<#C1F=0=r&RK45L00qorZ91_-e6kLjcQ<^ClPyyaM z;ez`|oj$25`u`(0X(|2xs!0eh4F9N5ky?ty%H9+%ivYvkx^NZkXAJ!B;(m%^uUTu>8<_I{&Pb6CPAv6G;_En5zkvC8iFzbY0$_WzxNr6=<}X-mbUK{w$a*#CqumI`Lr;2$a)i`$q1 zGJ2Z->10-U|0-f5js4$Yd6#frL%$l5|37gJpXOf~jius3^qgW9@6VqBI+*{y1hh3k zu=!{FB)cdbFY|w8HUqei|D6FI^c4n$rsjXT8!$=%)4vO)PM@v+-$4EB^JqQ)6Zz2a z0J8GWjf}Mo?Hm3K5Safr#|S{R`{xpt?%I0F;!3&5TQ>Tnk1!ojNjUm3YKZ^HeDApXEZR(vrJO&|vTr~5^sFpLrMJ)PrIldL3eK8UUF1d6SH z(#01u55jj^bPwT9e~6!mD~gW3b!14g3t;ME_{%JY_m9+Q9N2jNcSYgYYl@C!Epzzo zmvXQanS{C(g$-h|;Dr|FIH&$_ z|9vVIeta0|E{dz*O>Q~42+L?kQuD0Qs*FuRNmv5{#W)S@2$R@Pii|0cbWh3 zw~(pl?ghnE8IMVzA=GE>4*t#iS|)YAK4zH@SVzo%U7P&N)iRReNwL04F;D>aqCV;N zvNxo&k{-OOxJ9-o7(<3#iAfYEq{UI;WFY!n$?s`&V0y zguu>pvZU6#NQq{nBJ#!+YLr-VW#fQ&^z zUK{m^EbR86~) zd$`)w!=2i0U~~B~t)Mp5UO?_BMA^BwG7j%H+wOVE%6o%u{O)44=B(-rQVaS1ok-+h={VQ|?T;*j!7X_a7{;iXQWLWaW0T@lts??*lUIOADGQS)Th_f0m>#Jz=o) zy-EOp7UR{Ljg#Hy`%4cLXzLV2Td&FO5A(BAeLi~HBDC!G(f4m|_fg@I_?2NQB0nE8 zv&$Ji*Lxj>H8hwrI~IL+6R*6@6g~AVw$fj}`a5_#iiqz2k}&-0^lO$X02#*@8_l=M0Gp`eB^cS`O?`8xIB0OjvD`H|g6Qb39XniBrf{rd-RFZ_kC z*S7afXTvUP93SZDLrAnvwg&twc~9UhLFQXhV!A^#Z%+fHcWpP(`>uy`cT%ax1zOU? z*B2{q&!5n#7UXR#`FGz_fg$zJ+W2mrn*Rd;8RVCrjvek#_bTA==_;BWQIs{hLK%jv#)bv?UY zC-U{n9m@S2l58`Td#+bkt?~VRHuhCj8|OZi;Injx*F1;Qk2zyxU(^C?zSs%kD)cm4 zj*Rk#6#j#%=+|LgzT22zFxoANHgXOtb#e(E^`#A|S3zf)t_%(h$=^6u8f;`G{^(y- zW4$`h#CyIb$K2o_A!CEY_EVipsOBb%yB{)i58S*CXWxCrT`{2P4X%Ei{&&(>yR5Ih zS;StkGd^y-ggV9kD^_flTR*oOskJd!@hql}gR&D2JKE5G&LhgLUg7z)?-mQhtho<3 z5IF7Z9@Gk%2F=-4?hZ$s?!UEP^G0)>n+7lvEV^#fG+uQ1Tp{frue%o5CX8{?Yy3&y zMfgy$@;JcocH#m;mTiw7XFs7PsjCkN+}}pDSNXx-NL<$E=EFX>)O|SE-^_Jb@#WVN*CM^LRG4by+6QG=4t zCFk>8Yk;_)0cCC-bqH`DOo(Imk#lIpja%h_&UsA26APxNENLf)!CacaNWwtLPJ zwLY!Wwm+N*##+nXpgNQJ$0K?3QY|=N9`a9+tKtvb2g4~HH=Z&TZZz}j6|2C1+yKK57sQN|HH+dpLV6ip~) zD&f(^EzV%uA0>7{wLscjXd>f+RdLqx{C9=xID9+YCk|_bi#%=29w>&ZjE2zg@bTRM z>dggIAxl7uAcE*0JY_L>K9A#dy{x0K;1d_ypq;_(M(sHp{Be!!##h}Tvft-{E^%r~pvgD#P zb1A!nc~i2?n7B-4_^9KC!k^=a(nU~f4qJ)G*GtjLFs3SW>j~~Z2x`$ZRWWZlpT65E zG0Tk@&>#eK2c|!>QmA@)pLu`)p1!^TsJT=SK&3{V1+=fg&A__4I?*V7FqJIk%G|eG ztt@h}L5GK8O{L*pG1_TU1Zi~=yUdk_G zwvqu)lsaNvuSbANcbtdm>o;803L4L;_O~IT9u?HC80y~a%0axq$Yh}g%tBAMPh>@8 zGl7zwXX50C+Idzu0}My5eMo}pRf`ax7OrJFoQXO@mQr?+e9V{qElC|BQhq#kp@C6^O0B8*@=t{hvD81 zGZZ)f`;Un7oWl%vdN0#UnhrFVcX}xHIg@i679ziJHt_;;24bgUs59lf$`%kl`+`!S znv=@1bDMlVW-tf8@jtQNYh=AWJ!7&}o-nNfwaMt;rJCZ($_Ws-lJ#HF0UFKV%8uYi zCnUHphQQe93slg_B4i5JRsRsi?5Wk|A#%A7nQC_em$dt9=amAeB@=&J2=%zHV4R

ztQCiM&~Ds2eER^)rn>boru z^D2eo$vgK2&k*1&0rD*Mfej4;Zu>KxtbRwxLwu_!JT_A!_Pafj`1(JAv)7*t33{Fk z@?IT2+}rEu=&ZnvXlUtocA$$69Iy9ZK|!c%-`tt*zR=qhNpy9R`9RFO04@7+CA|K6 zr%1cpv!9_Q1RS6kAeGiChe`OVGg@T4B^z>X$>Cx^SZxcu2Qd`QicPdYxI zwXbwo7XS9`+a*|4n^wy)?vUuiZL&<7sJ~yIqw`h7Y>llc$cB2J>z|5Wmw#Bi-Qa~X zIpjF}&KtRN-5}^LTOV#(rxrud$u_`hUygAZfKoAa3;xXw?yMTjb_j}Qz56G3s9xkQr>eumr>vz|0W+1;aCio2Q)C9a+ N% zXaB8XPEJn1W~P6}+3sX_X@M{O>Dk#%QP~DCG1a7jH*=-saDIJ#ivQiNq0L-ftZB3` z-gmuQ$ROc(%qzfWq{q0RiaI2)%LHw*B1o!r?4l)%D z-%iSj8G!XU?%v(BJ~YCug|oI0=<*o1!y)!S{#e}mp#W97n$9`h4H`CqwRC1(bllrL_y$_q~Tp!gtt;>Oj8-m)Jmv4Ox z!X!+WRv@$9d9%-mjX>8A)MGh{Kp{|CRwoRbJjy?_8H>;GONsK50~_84Uc}uEwE&B9}`6jyFo@^Chp#DedkJZ)PUV zWMx01gme&!s@Xf$FMI|TbsGB2uN~QF(ut(4uAcDSr#%qSak5x%sLdwI-6g}f%=NvP z*u=y{A2MqbTg@Ioj*)O{^X`l3Y<7qBr_DS#*ViDPo(Zi-f=CMuHYjCliYiek0 zT+fw_Uy~NS{xwyxb+$7q&#FLRd9>2$1mK5bKja~So)^Nk20llUh&^R~XGOA`Gyj7WxBPBGd49-$H0SS#6<2dSLsE|D0vg)z2HtRS|0#ih&V-RT3U*LD}%YYIig*Z-s^fN^SQ-IeRqAEq2`C?qb?%s z4YWVNnYx+DI4w{>Z2RpU#>HW^{0U2=~y;AI)ney2I??iO#~GVV^6 zMH97(`fSS^hB-H~YFEH@u*Ef$T{{6*(cSq~ax-rGBpsx|TYv=C!Wc`J;xlibLrELN zHjOw!%Tc8L^J3P#H2_D}GrSL$-CJ)+pcoW5zz55%BPhmJ62hdX*3xs7ob!Unt040fAZi_6v*JKEA1p`@U)*D#OFM(3PkTd_Vx8mxfb(o%URR=0hf8oT*EOVJx`unX32-eiCM`mwb1FSPpu@+QsmuX?^`dh(JL+jSHBBHJ~{dMUyo&Ch&$Zu*U~oO3o9xK9l_;WJN=Tx@7$RD z{rjb@Ei-t9@SsPM!&e~5Mjad+ph!!_qRO#F8Mz%U3?{Ri(y_2a>5{rWm^ou#T=~qo z&DxeH=l1oro$3hyQU^d*=Fn>Iqlz<@LyUrtg%0To)? z#|}^zBB|vQ9cHWx9G8APa@(6~+bwI2vQG6x?rL$4XvpUnWM8zs;c(qi7diW?bOZu~ z`e)u9M6NbPANWOYribf5O0CRLI(<4md8VtQ6K0*Noepo>9i@xy#}}m zJkYTW0!d=zG2a&f4xrxK>X7}-`946~!C_%x3A;A) z4Y>5wz(n%Ns{oZ*TUmt;?sgH`uf2yS{Zdg82Z1br)bu)8H{ORCtFLvsPU?39INbws z>+nivI6X77Btjd&nyMpCh+i|>k+ru3#$WehAzvRiF5X1}M~+Ye?lb2yrl78+1?V)W zNlx<-65%|i%QN=1M&IzEo;jxD&Jp!T}ajrn51n-yQ*MWruI>)X{D=kNkv9vvv9 zP)Y@)?a%z7UlP4qK46d@hs_st>xsHZ=YrVc&(lp8Pg)xqQb8p=o^u{P8sHrM1N|%o zpdSaZ`n(5zR!8nkD8u0^T2Fc?o|)7PfsO2N7L(pM>f5Vf{|x|F;34u3GHbNQ%12s0 zP%2DK7l570A8+{{c{Mxw(+XO4M-X;E^lq=b8?c^B^aY<2h4Z~>>~POP_%SX_apUad`nCGy0ZWi1sf(0lFw_sOtb8@H-zKZTR zrGTPjqs{Q^7;w#4Tt>}5&`rXbPj2q2YHBvPYfE%%yM*iQW@}JE=_GW8xIC8v$O+Hz zG5ohiD0FmnS2sxK4de(f_-kyYA7c=4zOe>z8OgXE8@av;!K!##rHzlY8KJY%hLdtE zk9jADlhNf9nU>q&$=1;QFJXg?9gcfxbF7~gWO%)K#g+l`Ct?2zhfe z*Rzj$K23V4m&{>~WZ!&-2c)P1RSsB3UlL(2u1P&-ROko%L+rg*?(=Z7xC!<@l6nz% zivtMC3vV)``nu!NV_>`eei1m$n9*`InwNJu>^&MxPz?@xa?};!y2vV3k1ym zKd^KR402wvqprfsve!_q*3_(bxdl3n5&?GT;Pxun1D}!k#`(rUm4^hXYaO@S&lhK=!!1L{&$y^z2=MhYSCQZcyfj0K!Wums$ny z6Pmy=G53Y{*Q!I?6Z|i`0*hBe?pRTg2^?;IHMO<0KT(I%c+nNcDj1yeWL|0$NV7qH z#CI~ld9}gY+FPpM`1-riqX(egcmT()zrWsHl@o?oqyPO$<{S_fp%e-cE)eog3!a-t zJyg-kIy!w26sdlL`v5i$Xh`Y?&a=RAAxL`#aU8G_mmn2&gZ-UO{$$qn;R!@a4eyVW z*zrea?OO*SwhYR-^^nlXK;2QkQs&SnErVXc!zKw($y%=l?fG1`FaS$7vPlQ~5&~+S z^ZF+(r!fWItX%=<^TKc6OolUrtv9`)Mg7E9asXwi(q@{&?O?7K?94D&;3`WKkPoIS zEl)t1=KuwXfq@}e(4ED3b4Y=J6AEp$0>!+Vn#930-tH$GnQk-Ib58xtFxrS+U=xnQ z4R1dj`W||}N*DM9${63<$=D?z2zCLP2AE1sUw<$dmFRMv)&C<1nGn%ij1E<0c9()t^!|GXPrBdS(hf$`+%R{|K4ZYMPPj(g)=@; z_jR*ZwGi;uypH9V)$ZsdU@CV_bJtg638I&6=xc$9*tvii0uT`4v-7n8t4~UXex1m^ zi2|Ql=Q#suknYpjiU4*Z!1_L!Aq#!*fC-Xf8TnErGVbW+9K4Qdf(P_u8Wk8Tj zWR3@mcFfbu-fe-D71QT}tg4^Jw{Lu@8ByaSybtQ7GaT9xE3&i2XKZ-*y-uyJ>W6(5 z0jK0P*7y1}{_%J%UP&%(kcPG8(!`oTs_!cII^x%1b$L1azR=jGI8UGpuFKMm zCD4zqJM{t?6EH=~J}9x$Zx+c!$5gvLqFeo1*e27^(klSvjh& zT--R~M}KfIZfO2JF;M}s9wz-W4V0X}&8o1Rxbt&2IeB@(I)6ou6l=AZMi@z* z7ij%mL6))^C^-MRW5n|aDlkc>J?FBFZH0e(YAah(^|>b&X8vCPUIj@~Dk11!TMgXH zNp>^x{~qUrv=m3Wtf>9JRvYm=9kS^{giU?%zwTUCPiO@j17xNwz6KTTQO_K>|6BZe z+)!F9bJG8Mbc8B+|1%wLA9Xsf-2d-;EZa?l(@xs|YwTf~8~TeC(`mh<&blyfPZp^vu#iMW9d+X?Pp5uHqKv?M@@O#~W{ll-ovp)9-%!q~$z>=M8 zVsgD?26I1Z$vjf-B1s4*(TQkSOQr|q-?}-^mKiR4Yo)j4Sq{I5aHvf+3CuPjIFb6d zwv{Tk>#I?HrIXsp+Vi(J0fXs!S2+b9E8_~cI~yl-tZuj-!APAL(x1kA|1*+FsG5IW ze6-#}qhEOEf>84tB1_+WOf)X@8f9Q$N&COv6-FT^?fy<_?wF3qjT_fyK*2lp>Ssyx z=)^YbR5DU$4DC+b&;|Dg!s$!{V9j7QM*m}`U3VTlpE=aV)XTp4Ve&kt%PDZ-^M4oq z>zf9XE0xXkt+Lt@e?NM--Lbg8zD|5ZWSFH)tWWpXXCzR@66Vf#wVwKj);?@#yi(I9 z#HE7yyTNzcV1rE%j*nC4pG4}u>f8_>Z2IoC`R-6Ui*JQ4$z|ccJ4A@K2sxB)wFsTB z1izR~0^8S8C;)ji`%jPcyZM0Hvg$^1Vz{(7RE2zDDnX6^^G^a3m#YtZd?Nx@H?y-- zvfgir;2K_-D=C`+921Blncb zfU`yCum=+8 zFLzo`dKde_Mkq`Y=x*<8v$flYh2`K-AjO<=RQMC^u&YAG#%L%lchK4YvTxtECTG*o zfJ=uHc3M~z2!bAkeTd(0bZLKg%F#D5!iF(yg-+7d3+(*=tT$b`nQaZrIv4oPU(i`< zMLcN5N&>hB(cic;31xS5A?#Pm<+*>j8Kr+!%)G5_F z>hV;uaR~k4BJxAT#UVavhkL67C8bW%kOtR^zHJz$7=>OR)vbH>-^_qw9EdUJcV*4= zS+k>B)H5-k$FQ}FP-AbUwTwR!Suq8R@byQ@P6Tmao&R2*;LlezONW^ch_{nunny*g zC0RLw$>VMYwdssWLmL~z#PX8m{W^u)OQ&?@g#_#f6ih{4egQZZ9343Stdp#4u(xt! zC={>zuy2-eJ!x@&G@-e$;1jBkN|KxpCpHF${Vkl|&x?DLSTIBBGuOwsg}bk=ji2T? z+U@<2f`I%8<@GRQsq*gLyv>2lQBF&-9;GR^?bDzbvGUoBhVjfnM7IL0@G#7f3bu{t ze;G%woc{;ccg*a8-B-;SBgITszDqj-3^)?cUfk=mO4k^u|IOaP%;K*P%>4;+U$sQd zn1@mUx2qu!#3Mn$T2bCNPmVJJOi1cnLz6V;>_zN5B6c9lUIAbp#KOe zCe(!nEmWZO#z=&qbw-w34wC`^72Lg=1!z&4UBgEQKH}OTfYAm(b0U0f+id6eS7@vO z(fJB!6GNaY2iljPfh^GknpFJ$qWg~q+qv-`0A}!kmOP)s z5)3ytH_V*>!yQCyKzC-vfe#XeJg&D3v|IgrZOEY38PJb}ZuTl+AOjNn-yY3@mH|w1 zelLKubq5W*b!QX0l^KnHOKj(_cX;)m-!gFNXA!(12yO$-KX||;pbZ6@77Y%PBhVDO zCsO#GX#l>p9RH>PQ>;@R=6SNw`IGYR%iG&WYtw6$=-~27xukCqv>C;W7io2u07=C% z)7Q-=-9|+V4=Usg7>T+%YHlz=lF&7*I10p1zR<6=BMHZ6?K-?zJ@bMZ ztOF1m1>zW5NI*qJMcvukH*X5d%HY4Ww1_A&Ni9aVB-y0{v;%}U&~zpUj&(@~48Z(h z`d{Yd6TlF!&&CbI!QlvYoU3yLZK*B;NWbg58v=6_kYqNYYk%~q%qIwFPT!3?g4?dA zo=E1g}?RqYYf z&j#Cq2Al&O-_VC0ygO)d@G-7tNrV)Zlsx%TQ^P}%#-A!V@15R~G9H3PlAW6iS34V7 zy1Uho0a-z7YA4U?82|l5Bl&=((Qdg10CIXn|UXhW1*Hmf*%D zmFB(JJ3wW@IEyC`5KInj7n)Lpz0bdU9GSr2u^J3CxbCi0q-27QCp20h><#R{VES_M zW7M((A6Tu*oB-$*0m0(uL@(Z7JQNlim|zsl{NCzW?<6}ag4@My$+l)a>9~n9`zuVG zFAnZeFJd4X2dRUEqJBbv2i}4%>E?Qp;Rb;EIaO7EnJnNmu>cQ)he8epc@J&63l_}g zXJ<6f)Z74DDg?%Yq5+NBgvNOowMrvC{svu+RN$FOY4$BCp!N0vm@u}R)H|Xe(@%gW z8oDLe9tR-KI6_kt0GuZP@t>vj_V}~Nf9X(_4YmIRopaT*)ZjCuCzSeT#KNv*xM9XW zVz*95M@D`?Oc{+-NCrgU$>#7TSnw*)kLX}TuX>e6xFVta1ZF-!2-kyAB9qzOh9Na2 z;ZCR<4~+RrMFkV|N0xvdY-f`W$j=ez^Eh{)@;VF)Unm1!1B)&Meb;msV#XjAoj?Xr zF*FaLRW^4;HB9-((mE!R>{X2P`D2J@lzsa6>f9+XiGHSlDHleF45j~wsECHHMH}ANB z6yLq?JepepH7Rb`BeAbZ{{j+44=b?nlO)skXDz2g!K# ziuQYX{Db1e`zQ%U5e>4R__jq=btu`_SO+{*maUxM&F8Iv|i!yAz0Ph{;_OzXv zB(D{ZJxG#InXjCH*AC-0{o9|0Y@>e&PFk?Rb}5chwR4)D0~<}Jni(F+T3qa-)E8QL zfyGG#Kq>yNtb4iU{u77lyV=Z!e)-bE+@yOqO;oX>n&?d7RNXLJj?cIL*e~YpW=nFX zkAXriUxcwO@CVL!;)18$MCp^!0NJ`cC?8?5axK}$aI`9G5tw~CpZk?Dbat|u>1#=s zEC_VaDLBnb;eBDX($pM(b5xMBLnP@}!2FYjoCgxAK!&MwTq(Y{yV)o%y5i-nGMtqJ z3HfKwWETx7`c@)rU~~SVi0ofnMSD?$h!lo)uDG9q*g5l!&FL(~QlDN5WHmBB_*%q= zngvR$hmZm+{tpa_V`4^;_PeIq7SAJK5#P0QafV4+r)o+kmhya2wp(H9qE{zT>GcMld!XL1JbsN@n;PA8fVX@%+FTT#X>cXExr!g*?Yho2D5fHI+JxP@YPUYZQ-?)Ctpc9L%<_6#=-t2>Dys^YbEn=^AFL4>^fbd=!l z)q*8jr6|>_g#@FJj}Y(6Sbw@Akm*mytT0Hm)1I@5+AEIw#p5C^!K86|DKIDPMkiXgo2#`5l&Y1x?0y)sC~Q#&XxJ|@`*K;}dP!;Y7P8i*xW!YLFJ@rEQS7xJ z0tb}C9%-N;|0c{)M&b6t&x>k!ljDkzSEbji^D+iukm0rMOUWq=mwhSITPc)Szc!u_ zb7KwHqig982v`#GfkewP5#~=%A64-*Hih0JwPMl`fDrbVnt<--nrl5DII6uA<%T@} zOS~#L*RIx!gV9N%wo~`;lwwVsTLHnvy!zXStxVEnUm+`3Mx37=-_M^HN<=Axk`BaBo-97+L`#DbRJYiW#*%!PPQZ@nzMI@z+}zFWTOAZqqrr{B`D;DQsyBo)*Sb(J4gI>DB4$^Jcjwt#t*&mIsw;{O z7}URfOd-S~X!^D~w=L0hK_O?1J-6v`+nv;fuG~}$cF&k%B1C1sEZyhIewjFdIbCe~Q3Gt17 z(1;}i#T*YA^Tg6!2T^(2Osk;XVt8hUA#ZKDK=Y);P)OQY_xxtAzU-s@?b`6%Ne}Yv z`+Ww1UZpvo2n&l|mdI9>LRCpkh9 z>zAY8a_}l%lo%nyjLI4y@{%hFNoN|;HYER9&~ndKRx+LP5cuBkVcQjr+x^cCnIXT8 zWKKR}l~8zL|9h5pk)M!6MSv3JV2x`nH3Ro7OQuoG-;MXHI9B!Pw7!heM{`e{_EdSx z{w30!Qq3(piH5MY^>Pyu_;w#7=R$(6J+fo9bM}Ea+m*#wrGoR}WWg-*G zP0%}&i(nQg zkJ#e2n>WksUOg5`XSQ3P6}McpMJC=M7fDjL7=@9#o`0UGi|pm@F$T88kb;L<~~IOELs zT>{49Gd+IW^fh>JeX)kMyTfyQlmD>!Nwi1>?m&W_i%_H$F35z>B(T_K^)Y$g%T!}CzEG6wm=-j% zZeur zQNH;(c)=Z~!eSjniTsLw8;QUL9_7{;yCWv~9SfYB{*s#&4!>>PUUNpzG=dwV!b^1hj}wB500&na~g9( z;^Q^C-}@})QG7ZCG>KIjWP7B)@0wdIZoXqhgxx|uDD#1yI&%NTGeL2F*(d%zX8!W; zXcRbVWK_+RnoGIFMM*Tw+%rpu^VeSrh-hvz^y}hZhn6r1HP& zkR+LSaPNVIXp7N9iQgl&?>Q1V6U<*-df`mtxfHB4OdKy`)-TMQ-`RSYN23X5Tb`!3r1Vy5inTmCa-1C~ci>*rvY@N*Lw1MX;{cCPJy0j_xS=X(Ezr z;l&watuwEjebmydYm3Aj_lbo$)-v^HaexX%*>=6J=&#iLj=*D+;V%be*;Q7`7X^IB z5Jq^(H--0u>{;?!e8Bt%%Cw)77y@bVW@J|w*v6-?&4b08qPP^y+~K*%sshEiyoIj) zWT~^Ou!vcHik*87=1b18eVgQcF6$nlKt+kCCNv<69f8w2zf~h19*8pK-BPr$Dr+5S z8jL+ux%{K*DCeoWKlV3xSO2SQh<%hgAUzo&;o_U)j+uaKyH|{14teT8_BB?O619Wj z&;0zy>6t+7RwC!grvv+B$Y1#(R_zDyuQ; zO-YF7jL*KHJ;AbH*;nXkPKyzoG$yqZ3x?kkB;IxpqxzVTC@EryU&vLGz1M}-OQO<4ZTpahaI)h0dFkuJHM4}6y zD!2Rif%X@4nm~^Q9~v42v(j#gnbHuE{gNe|?3pKYlp>H`M`yA0VJwgS#WM^vihxJ* zR#%N}lPS8}r1T}W0m9Co-W3x>(v?Y>nL74+9?(=2k))n?HxgC0aTO0S4c^4&bW!#( zBJY)IemDxHP|$E=KvqoU&FJGmS15rcJK!+a!>yz#iW5lj05b((M3WjE0TNnvNQMq- zEP=^qpzxsL;GWf;wt{K=ZDb!{=mXO zg9jDn{dHje_iFLs&JY^)f+nV=qDcnSWeci`L5rzp5;zoxV^gS*|J04;%~LoJG<;mwfb^S z>{H!+?hv~C1TJ?X;yt7>LPTrFS*|zXHtL=(Hn4;Yze4QiZcs$;THo8xUSt~H;XL?V zNyGby27Li%6Glf>@%&Egw@PnUSWx}(-?ly=&dkiv(bM;O-gI?IeJd&gXAiXa_N&HV z`rGTkX$3zpPDwKlw8)HQXvqA>d)VK334?O~NPmZfyj`OaQj=Lqb7To?ojEeA>xeM6z+xZbG z`(W}S*IJy;mk0M4U5fBYf|k6I5nW+~Pe&)s5j({jVH#&*6yU$S zu{l4%ewHv!PRWgv*Z&sr&rl+h-l+CL2ZFBMudU5$esv31fm}G#rILqwEFS9Jw8uUp zO9jkUlrs7`Wj!p(8p}p6s*#gyjmR)syn5+xcUbMm)`{v&HMKX^(;?hiHH6}zY9Sy4}bNOR-~=A^=?1;lOvEz2hw<1 zY49E;vgr3gx{}E4ABiab4Fb&)oz7{?OcLG=NPPlRI*$;Z27npXRC}LQqVfxFh1I>v zVGHnmZ9gwa{BC$0KueG}@@Ms@#5o?eb!yLfM`Dp%VckaV%Y#{zJPl=aBs5wpo)IsW zzC^Z&DlRT@O)Vlre3xo%;TrhV8Ywy!c=trjpzP7)*MU8QZTb`3MZa2l&03`!7y`DrqrKaXnXoRHIa?V+hXn16!r)dX|H5bg3alx$?8{@_209-y{IX#ZwY`c@oNZp z%A=sHxn{INhmPF+iR0^N{PYY}9(6?sg6*S#R-64V!dBUcv6VDQKN|93bag*4rLE-E zSQ**1P8w7tCoRl(RTkCY`0U9ikqlc73uY~?qCE{7h+AlMxBo0JK(xC88Y)2B7k;?b z^6B}J)N-0P^#EqTqJQN`pTtJ{1cK9DoaTKaa!jfpRM=M#3*KT0!w^^#kE+TcT*j85 zjyQT?SZa_*{257gXVGkwY062!5=dQrYo7YFikm`y?D=hS@Ot|Jt5hLd;$+O?^;~Mk z!)yNU7D|i{7v~}dv!k!rG(M&wtTN2`yjiwl5pqMJKENseu3{_%$M+j|BRXw1Hs)7$ zGGZ%*r-?lL<|`(XH}yGe*n2_XpxwD(()Yblm@!i<}sqeoyk#siFyLo>vU2VmzBe$?2`LIaT1)zyg810iVI<2)d?Odq6@&I}6v z-y-@K%2M1gig#QJMJ|J-=&|0ssLa2(KlgTyPAmj+p~%zGFcy=d0l8=S*D~b@3B7^v zpFR7dqwxpt%py{Q4rC%Cpk}>m4)LA4SwRzVJxmiiKkyr9=~kCRK(#AsR3|!TpkB?Tb#)J*Kwv~lPonOfHLPJfN54V=k zu>=~0)C9*g&~dU|6pQCsc`>Pt|aBXn8`h|ehRI+l%~ zBM!TuZv%8{3|(3xz>gz5PG8*PZk^64=W($M&H^|f(LsuUu2|B6DZ!%MvrJw!QGmbu z-mWNWQCT`QvD*3Fa6u9;uhVwf!t$Bzo%avxi;$~doVs=Q=wu_yhvo_>@F6evOh#ga z$~)y82oU;boErtKiM|lLDeLZC6}=^XaJ}OQ6TU-MA<)qL$=Z6t?|0J7isD~R=QTHa z=ew?>{}xQh+=3~fRWM^I490VQPfn^C8b%LW3Zp=S;1A$97}TAEPKLJLpOyJ6BO5MN zjVYRfBQh|cH1k7eOTlE?NfW4|P?ybTS9j3_+>>4Fa$L)B5S)mp17k?jRo2+xOf*@v z@HqkRoP&f73v>gHtI!9-CE+!=?W?72%`}$=r3UPiJIJkRkF)t z>ub9Df5g8B6PFls;7CU7ll?m#xp6 zZ|-9H&1Zuob2n2&LZ`Lv)^`1R;>9%;fkla#eOfI1zEia@5sBmc2T`r2{guUvQ;VIA z?mj}h6#`#d#^A|(VxYP6X77t*Ft-&24vCG8k9R_Y^AEQtR}-}@xV-n!Odu#E?Vxq~ zzy1W6RHWe1Rq7dp+Nr3#b3ecoV_{LzDwrqcNz!-Ip7R5f;|8ED!vapDXxBMVJlril zkT}1$3;?+^79dDv1bFLnWHcA_Aq72|c9ScE-Y2x zT^lp+rNy*yx1w^{BUMu|kaT*P?n^IuUDK);tv+YvOLGixk33aYe$()2Drfc>FRIMW zdSy4dBxhu~^`tBDPrrX!NC#iVft7Wzwf);o-q}~gHSeRJ2-}AxAyUKIw;>0i8t7KW zPfqNab(Bh>ak*n51UfeEMU>E64*mZ1xyI@lEg9z%-|zaYurJlwNFUPM5xU&%h7H(A zZ3}bpJA1@IEem}7k~2DdKj30ut<&;jr*aR2ymM|0N8B1_J^jl&=3f#N(T^uRw1W?x z%)X)Ep%(UkUoK&1@$1e2jm*C)LiEmy(jkHSNr)4uc*`JJo4MyT8wc3Ev zg2=n3n=9L+qu?hS4-0}nE2h^63eU|9Jm1BrR%G$_7;#%qPZH)cnyH$Ri4|oG8fz!R ze<|5?_!6T%N`(tnF3rn6=^X0PUND21&&l;&>5^qkNo5SpOuqDBSP$bJnr%oHIOrcw zdaM8a%(qBkq0YKPjc+EZy+5s$vvE}TK9o@pA$J~Cu@<-Tt97rv*RO_n6-@dn8BB+Q zGy7b@;fZUsj78<-iNvpL)VIS#@bx!i(xp%5jaxs8+N=;S4KX!OFJfAFNiO&A721j8 z1r>Mjsq!P06(UK((NnEUj@CV(z&6bOxfG6v+525@a91ca6xw1wN$w9|4CgRK!|vO0^G{k>`(T<=DYcFuXwT;aablfpdu^dxeA zxoMYqL#~n)1?SHRQi(rFAWj%gA*ZaP3nf)Lud2&+j0*d-V{+lTO_fa-Z93e`WqZ}} zNU{}{s@FIIGRE52=m!>J%At zV!CQCHj=Q@OTIgD|5kh#CdZ~$*A(=$jcsoxMyQSIne(I{K~tXc9`oKHbAKGKZ|pKg zMRo6v`~2o@%>Lj+D@)n9`^@^mCpN58iHZ^|p?}|kxp9VheaiCLu)x=rq6CIIw049C(&8T6f zNxoiK24|hHxztjH_qQF$y>^#AS<3KleCp}nT#l+)BTsQ|?GExVmEHi|Q)o~|8hu&$ z=ePJz6p*y0;%M~ytJSkjYqYhw`3jllmQWO8ZW?p14cLZSu?>aB=X zX>GAxN6^qjdqm}1s#h7X=W}vRxp{uH6-{^yZ&bT?j62KwBpR8ER*aT*#SV1P-DoRv zIaFDsVGH16v(M8Lu-Yliv>MH|hZ2@anCG##f=e~c#{3vhnw^Sqqf`54OoFpYFp2HV zR0y|(vuiqe>wMFZD_RSmOmR_7w^0_||E5N>9U&UT5xkByT0MPzU@0l3J}M7w4#E8? zLwowIt+jR#hs#M!epRt(ApsAz@tu#jkS1A$a3axuwO2Dt&5%^Ug)x^Og@MA^@e{+KOmSLY7_!(EtvHe z<=nE-XlgLWwV$QD96O;dFV0KSIn2!DM|=|L5nl}@_OsBp7{2At3WvR`O#XiG5(#w> zWfj476{Sk$_xL-;k;E%Jsy)r@zW4eljjG(RgZKN1G1RiLQ~$Wp}2IaZa-0I4SGOdO9~6&X^G8p={b|g90JVFi+OY6VI+QCaD$Nb-Qst8_Maii#EqDSgp}L9UqjgWS1VQ20 z=jAvr-@eKZHOCWYYaH!OeJWb>;xe@xf7XE(XCE(?MbwQN3;7-BM1ld4u;q_jYT=y@ zBX4FC+o+lHUh?c!&-qS&nI^}nF+mlaE!p=9N1K1zxvs2kQy<eo~MQ$q?wa|imuWyZn^&F}8QPQx-iw*3L zxc5T|$V;W?1oYz&>(Ki$=fQpWnTX>f;N`UUE?Nabe*OMa0_VLNJ8^Oym+>>pcwuqM zO~em`nQu> z54hUBQlT9x&oZD>6tZse3b$`!VRQsLIyE;(E?PnByxHnV@yt_j77k>OxNJ=^&b}hc zgqy^6))rt23c|KFE}wE*#c{jINzo&S6wAA04%HoMZWjcq3V<$V+A|~z2S>nib>oH; z-)3TI6Wo+itzjoO;}(cR?;VwSc#hQlyZSH8UI%4 zA9>2IHocy$r;(XsB5&+G94mO zja9LGMb->dR1kQ9&@HVvCe&lNUsf0Ou4M@I<~B)5R?hhLM2Z1Bxd7!57=l{jl(sj8 z0y^f1yr6Ln+W92&j`PXis3C#vd#6e<2FRa21BA!Q*r|%cG_gW-I(71Euq0WcbZK8< zt}ynhgXo*??T~<#Cd0cjZvnkz_;+?{^6_@_>n(2IWRc14jT>w`6D)^(2b9BwGZvcT zC^s=URZM=hQ8Zh?*)Yi&16|v)2E?ua{J_UEQK6I+Bmsr!%!vgN$wg z##{$x^XE>PuZdFqTG|-ja=+qfO7e$zj(ty1hI~oqQX-I}1a{|P4En6k<;np{W3=T~ z1108825{ZoRy*y5ABD5hG`L#>hGGJKkso=M-6o`%8e^1w!sV(FZaTY&c?^ZMvxcH; z1~B(_po<3JDoa_@n6*Jr>sC9RzTKwv3aO4bQ-Dki_UTD=Pc9>8U4R0j^U1)E1PJb8 z>xepwZTv_(ha5Bb>@6a~36q?c@tt{K5I$Ju8Ekut#BzL`@8et)b^Jrj)C6UPJ9P9F z_K<+|7rN`w-S!j69clsPPz1qYJmV2pp2g6maO;m{Dn3$#hlg6{guaW& zIN2gH&^-eOexMAke;~%{sk6RkBrJAvl=b|DW>FvH{>|Bd%FyNT3@yF95;I;z9wY0X zxFljY^R8R_Vxh~?9xc_weVilBaS5qVyeqGpkC6x!Bl{-fKf5z_2^?#pH#v&0t$Q{z z79yBh{kjs$wbMwLXi%h#S{p9)#Ko?Za3BW@0g1YCl~zq8cwrh{Cl8$>o6E(7#CcNj zrovOZ8e`b$=iFXg(K^mZ^-6D;fo7c~iXFv<+?5p7{z9K~>|9yqm)|=o_yt?-C7qew z1E&GVQ*D0Id+URqJ~Q6&Ne@YmkatBoAHSvO_U5o)Aamq~in;y{u#xRBHkcB4pU9S) z{N)SlkI6d9R-~C;4v2#PVDqHKr(UJbhECaZ`j<}$Ri`q=6zRzQ%cqBC_0{n8rDlIQ zHMGtIoFT9dT{0Y9h;4I8MHVPP)YZhHD>N40bd~uP!p&dPlur>S^WVJW0@VK1iW@W0 zsgy*tAki}F;2V56)1o12VKuLSZNJCC$mjXDKK>R2PMYr1dJwake&TVHO#3k$jT@OV z4D-t4CLI2Io%zOHbC*ipOz7d*m~n|nVG}0vI!L$?);t|E2hCbBa>BD5P>uZEv0f1Z zJ3735{##g=oc}gjUn7P3ygkElA^TaIfFk>U{y0$=)Q=St{k$gypjOg8=%=NP!|nGv z9_);7rUt3srud7rQX_nRnZKdTd{}Jfz)xDx+Qr)pH9+%W z54IC2h{^VPKRK0$QR#&C+R5Y}cXHv75EO@_%AdbuVf0`aenkjL)`V9w!AfiS_e(XkX1lP zmPxxk0M+{v>{2jg!X8uKGJA580WP2vwIh0yIIx<(9BQf>f0Z@70)f5%{9{*pILA-R zBDzojZTCyzW)}GPO8O&pdxMgFGm?M6fqR$RD^M&sr%Txu+Zh+E4ymNlf{rBZN4AzW zmVyGP0E@M8PQl5@E^;XS*H?kMS_=rOItUrpSTTbPEc|(%AEXDN(KCzQWs`LlYW0LO z4IsahM&)WDH#{t<9dD)Wst98K#s1OzJ{W!@@;T92!mhT+gPW^zA+!8%SwDZ9Ws;=4 zee+{pO!f#qVFI%BDpCu(`AoepZACe!rDxUGVtPwDWP)`hK?R{H^C0j0wn}s__898_ zEcj!to81{Auv0#)RqA&^{uW!~Rsi`H{AV85H~e3X?_hc#p1XH(TvL{oYpP=6b<_SX z4FMP9T}uh?{mRY5Y-F7lbgRS&<-Ez<97RVr*_D*2DKebhLRt87nDnoKZb3xqLno-! zmbk=|Mw^9N=B;Xn2A^+%AH@{=z%kU4xm0sav9UF#ef{I2xiE7z#uA*YUE9N3e`)OB z*FtU;tRxq!g2k;t-sE;)WgJH=sM@SiASl;t1Gur zUh8M~s;)t5caKR~adj{v0SnV$3%?zXudRywsmdPqWyd|4!y zw~?L=GBjQ<7#}BTjkOmm5!jhi`0C~O{^wrsNV0nq$y*@1Ri~0biKtw#j8K11*Ml$Q zHu0%)|1B=2Q5)7Ny|62!#XTRno|J^En(-_a7JFI}9K0Dkc2U%YWgk$yyh2yVMPX9| zGrhwMNqaMp8sb5?mzPPCW^|&kQTP_IyJx{9p&~1>k^E21?&zvyK zX43Kw3T+cK4QyFWS}Me?Nn{(g+#4<8#I(#fLzWoymvt=Z#1W@6l|-cIL{>fex*1PQ zCZ*O$J;sShk3*H_hzxSo)`2d>R6=vGEdlq??lvgozy-{}M!_;o>I3n;&i3*uv^OX~ zyU=9n^79{V1o}8*5XZ0J@2CqyLu4WbMLnbvbA@14jD=G_Wflmseq z6LnNi&92%^t!Ti)B4!5H?z1s40T;^Q#?7_e;x-FyC-2-h;kdGBWAtz1{^VYg(31jt zncRnvtwKe%`#R+~^DLdAi*wc$DX}yiJl|B>2Lt#~YrG-q`td8GeG>s{)6;>~_N>dg z$iQ*q@Y>fl5-jBdEaZvdUnOVmSD9W9UIK=_ex8H5;U71LhS<&6l|9fj4%vLXo<-?P zmZZc@-)^UeP2rb;9N%2cV!<^?;B)s4yU?XlyC6-X678$e9Fj%9nln8Ic8V!jVqYDu zsIx$60NW>=Z=9Na5SE3C(E}uUlImr$)T{-Q?PWabONyfe_BBr3>}51xdNsDeUACmr z&H4>EDzyJym@6RKv~JEsjuTsQX3=N!QP#S|lICkDm~u>8H)gv%+>t5TR;J1qVQ}@Y zAj?xm5#@tLAm!J>t|LM_8fknyTM}A`yhz+t8@+9W>U6Ez4$3?S8#BxuFO0E=Pk#6I z^r)UP*=NjFzLOjmOjk4tdd+Ua)ACgpVZl7XDS#HLAp$oTu#;>nDF=c%%r(zduRI5? zbDPZdWqAHrd!?uh37+NHq)hJI07nj6Emx^4iXd^`PUJW)@<-z!Wq$?DCl;=m_!HmkaR`dj24F>W?4-oEx$>T3@6~A5?o>na;tb3pJw@lu zz_2><3{p%R0V>7zHtY6QX-CbC>tqOdosY8~W6Hb5Cem}qbx@%N(%5YAX&%4N29qJ! zaMt!F_=_pFs_ucwk4Qc`AGK%j!ytaV;gXwy_;6T8rqK*ac?kQta`2g z%q3!m`)=_qmrGZk;4Hp-L!Vw3FNj}}^?)5au(K$p?%#_4=KMAElZ)qEeq^0sqU!>! z^qRr@7E3bEa(N*kO93GxI}5m{rbN$$d@UxX`x3_8pJ+%c90=6g;?&@Q=3an0QBQND1#c;I;jr6uX zT;6Bd%X2UVVU)AdPx8s1m@EE$?YJ_mCdNy0giu1;XV;ae80)P-t@6K1^RFYR#=f2( z*;Cd`I!GkV5sPp7lt-tNXEsLefedUV^%tpd@R61hk5iC*(2ttx*vVGmsBf91Z2Vh3 zA4(s+LQF6Ua0#{k!XAGSuy|4KGb0eW6;`O=Znnj_20o`G<6>q-s|&;~vlpnZE}Iu$ zyjR91H2n6V+f%D@MfA6b8c&RzQAa9*R0vYgt&hfGH)Q@vG-qvLIb*4X1`9vXvq#^a zoisnCmMWEnO~w2tbH2puLZ)`U^$?7AB4rb#khtEUw@TwAlU4jiyniN_G6l0O&s>xL zeLYsm*Cuy`^zz;^-pqZC%Ou`EQ`M#j0pV~_MY--7#SFHT=c8i7wmd6#=JA^hSD0p8BOQ?38!v&+SoAp?<24O$+__fJXw=Zm<ekZ*`gLY7Rm!?1x}RE~M_dnK{YQd5e>YsTAwQR4vVK9K0c2w>3HWDdC&G8wKLW zW_?s}UusFSlIsV$0x&kD161L8F#mY;MTMRDwqA^gC06qkSwwpDXEwev)0vC773VcE z#oxvd6q;XHlfQrPN@Be({jmY|qyZsaF*l{%G5wkRg1ul12VvIIj_t8hk}o7R9^8uN?G$neU++F_2xkw zkRpKq?D}_Ef(&bn&^$?*uWdKzV|UfP7b_Y=(ucy%KvRjiOihg*jKk`W#T|z*@D+$A z^c`n~cBBn+%OMZNn`4NWlo7S*cApnNs)gC;Hd9neybmvBeMFw~s|dKyeRX*k3$?;% z;_P^489J)@vKQsnyzT+Pcit@D2Yng1B_)=46z}_`1HwVXsVBc}4r9JAqddlYDvlTv zy&KU{EpNaFQ!C>nE(oNBQQN!FAAGKxkSJ&-PV5_ZT5~hz&cvPgdk>5^i$3-|3Suk# zm2WBk6$*H9fD@Qo63;s`3)#h5G1uyCO}}5P8U!?@0$nUk0T-iTo7XGU8qA#>CFRLf ziKjQZUcQ(iMS~%{*bayGx2YcnxAjj!)Eeq=33%>K6}zLW>#KBVDG-A7=&{X?+>6^D zP_7*pIei5~tBv8%&jIK=-_TCpnrA0on82;)0+*WoPU0qA=J&lI92jOnHFgdMq8LzX#zC5D4l$a z+a64OQX9x!84y}%TaX3JByyrW>ZZjq#eAzG`mmDqK6vqMo1dcGplyCS?nHmt07W7l zKYy1U<)|L~L-U!cEGy%n?>JNGapCu0u^aqU8@=J25;tR#v!LS8d&7S6ghScSqWeO@ zns(m_04gtr5iaz+DNuP>TIei#ZfLY9UzYhhEAtuK7!M^Vm{bg}fONzP3D#(~z(+A- z#>_`L=sr+Xq-Ls(^FRFxO!J{Z=(oG9@}8@c>RQ5h8w>{T1>c9OK88z$0|ul#Cc4C- zSvllm)(Fo>4RRe2nDS(7X3)>gjm7EBvEK~8My2ijBRsKT$-M!-w}{t!PYR(jO5CFu zPoDOj#&k#RJI%uAe-)eJUt9ZbxgMPoS-(E*rV%EWmc1qV%%RL;8XtF9?I+L{o6A+gS()Tnu7U?>jMs;oxz-pa$wd8uB{ zV$PI$3zRT|kXQ$^@T`!okW5%k92MBrw!zwpvUED_gqV-D@aMzyH&&fxFGIUPAqK{f zNHy~~K#_+D8VM&n} zUq$fa>kMTCMK{X9$rheZqB@nOD-;8HDYUsKAhbn2R-=W;RD1G{_tL`_NC zA=5J^BOHE9>*=7!l0k#inNXYbgCjv0V=IQECT3+MKU8+n@(;)N3#{u40b0vFfwe2D zzI_ITVnm|%ac1I;eL4FqjOVp!v9=JF z!U^mo4eS&>{wn05y*G3&&X+LC0%_=r4sfRo`mj;-j%TXo$SjEVv+mqr6;+YH`FQ31 zb?*(q`*4Za3EHvQb}P=o7OCvT-p6Fzp+FIp#h%WXn!r^RFy#HMyur2Uu(7UN`Kx+R7Gns2B4tH_^%GC+a&#GKQo8gFDnWRtz^DI zxn?-yvUL({WyDSPM^(>D-t6Puo^^|{{OP(jKORKjszlL3(sef*k&IhIiQ1+gSBwpM z%Z=j|iux@NKdt7;B;$)(5@ogO}rYaWFX<=rO!o%fXdxJ(pG6ZVOy`3|LD5PvIpCE zzR|PXqNIkNFu<2?f@=SGVhPXR~D|!xXpOuWJiKTbcpk`oEV>I+}k^sUoI{z89 zuZ7eBg1g3#!8g8(82F_uG{9Qw*cLhlDY=ftUidxv#g3CG*hX&!<~@Ax*maRotNP@4 zUbkl0m-j2|F)F|#pW_!|kL6*`nZV!p`3 zSx78*M}D#jz0jZ2g_Z_7Q13#}vfX`#KHVjqe7C`Z_>WxC`MlTWOr@6(CRV%G&xM{S2OP3U3%P&N zB82jII4{lZZ0KhXO^n3s%w#qNORWh~@HIyK9;-WZDN-FKuL&Te(bJA2^X;gnr;^Zh z8fNa_2sFyGcEuo!={D1*3iq>gN_0PQNv_Co>R?Wa(2|BT)>wMM7J0 zc)gd<{n1U5TPdM|f^2CIzgOwjlaK{U?RHWp$7J=!b!$DG!xIRDZ_B*+w^H?0xskR9Yk4FXkpZG~|ZY4{TXeHe$ z0y~fY(x^PPpW>56L#bwkpGn>^Ebg?fqb0qQA0O$WxX42K@TS-D2{HiEyY(OaCyLy{6`Kgjj?E!G9AJuSkpJ zC?uB5u%cJ6_%mazXbLM7Ned99y!>Ze$tR8oclWXe&!Kk^_m<)1x*%xt)AHgkVh*+v ztXBf>wTETL*fi+_I+f`PktpsB{Q*VhDwm*y4=$hSTB_%P#h%U5p;u%zGUan|{@ zteUL5FYa)aA}Aqv z-fL@_;NJnRt8V7V$z5i~>ign{y8dx)fgw-|jgh80$3k3H> zvNVaRb$L~ib-mCn_vU zo>y%fR$4XwxbSEDu{<=_Jd=sfIfQXe!W5@S#q43*+I6wAgg6)n3Ja-ol%dW+t|kxJ zO0#jh@&yIorQluG-%jvrmi+GXBXK*%XS`X^VM{4WEaJ(>RlIZ_&XMOJ8@2Nd`;$?4 zScIRiVL7>ebtv`G9Mawn^IGrU?R)BP`p_uSA4-N|_b&vxC;T@jsPI(`@u;J7|S z8mp*kVD1^*aqD`I;aP&KTy7fMJ=y4?^luDjC;_`rG{4vlJQ%PIQO zEj37DeY?|TmE`+v%#{#^cwk~CFn@=+KNpfdqy=}bKaLK>K7ju9y+@M`W-L;N%*YvWAoHpiwO_(}aJ zKW^no5g#E+QrMUuGomq@wax^AEr#@^04yvDQjGJpVyRAY*&;Nb%d0kcy&F}sR#>3|iK^#4BW&TNiDF{Vy@EjP#2J7>5PFmaZ z(3UQ$zFnHfInK3}z9@?w`tGEKz%>)TteW*+uxNlJU6xIfj0?Y>;r$=Z=Cfg1+Lg!( zVM2XYFkti1_Ur$U(GC0<75%?M9gqaf zVJK;$0#~+MY>cHcXVqBx2GfvCbW2$B4f)}t-c~k1RB9(#;ddMw2JU~?WUSzwtHGc& zVw~G#uAT25Zt(SL139hww0uz8)v0GericeY)NYsbBrR>=0u+^flG`Qxv`l+!=Y*Pi z<4D{Abtd;R5*gS}_S}jIs%0{sm$AGgu`^nRUeLK3aAhY!&X4$%l5M%_^_%vdG&mIMvface-0imue__{ zk2ssn_$?L4zFXcquB!1ji7(k8&(p-)A>a1%6K zs}LXH>jcjC<4ssO^>I8_J&2XdaWN?&VPXmHw0^VrMe>WzR2KYg%*U)TQRaKiOC)k>6XN{$NwBMHU?}qN_!oO030`(Y3$r zWk$MN=_Anp%JN=Y;d%)@;iI9>tD2ZSr?RUzQ6d}uWyrzC+FJ?+cyp2XmU9$PkWus; ze;g(*c&MC|$Gw@6h=0};RC7949-s4rZ}QN)^?cB8O2x9pxc+A*k&S61&LJ!FzT~rQ zZ(`-{HHxS2Suz1q$Jlb@)=|;yksE4b$HkyI#Rzc4I9lZI$+wd-`S&BrQ^b0u`KlAG z_3!1*BXFZw6uL)R3B50QAj?$DYh(^Am=%$gfl927HE45{kzKlPSd z8TX)O##vfmqKK|sNFeyOx zV++_h-}G4kR##atWkQ2s_y6q!`+&Ot;?sV~JOSdA0K3vl9va@kFF+ks7?01q=iT)J zkOcxRf1k%!|Jfs-36h|4Djl~jT;QNFe9!ONZ;d+^+pj3{=bq6IYLR*Tn34)Wf@J{q zNg_2F1Sv#Vv^Tvabl{FW#<2Q>$x=h+Nu19(uu;o#X`=~k!f)B>?8H2vaJgN7F9O!y zlZT3N;O1deFvcZpa`+B`Xj?69=Q8oOJKD}FkMdYMhp7eSX={(vXwU1wAA~@% z$|PV+n*8-eN|S|P4`3)tYHAL${acz;fV{cQp22Y+AQ+=03d}=>i4YyVP}si~Antth*<@j}fK+lAk4tBgF8zc=@us z*(acuK3m!Tcr26&6$oaE@kEA42S3By5h=8l(#R=aZ~rM zXn@27T(B=toTk*X!0GCJ7JSe53^l-V{{!F$k-q_^>=&5#5b)6<19E&I3t{{v>HvuH z%3uDI9j(nfGkFoH6e9<~`Ht0^Y(&FDieZ&E?O=4*3kT}k}si!N+b2)?1D*55nJr( zn39$Bvgs0BK_BHwia_DPy+$_#ruF_F@BH=`eQSC&i0b_#&N_^e=H5w@@8xl*R_f^u z*G9+L5DyRSTmCVE4$EhCTi&^j@FtenyDmU(>xbV=sTZngK;C>Y=*OO4{?{JYW$kXH zbf4QVWND3C{3DOCb@oiu;o0<_u8qU&vS5Xd+$7C}sN_17BZ=WSyC}=7n_U4%6n!Ry zmtKe@pm_8#`4O1zq*`B&IeW4Mx)AgU?Lw#9y4u?C1AzD!En2oP^bP>9?B@z6AFlUb zH0W?O26fiky@5a(veEZgXXESF-+(62=JbY&zFWgL$&zQ{KgQsBf#jAilH%O!emnyahu z&)JJG%En5&`ba889oNrd06kWO_!`+i#Q<`o=ZOV2_AYSkFR}XW4(nnTd8wnLyYusF zY+8+v_#gR0qY)MbUa(eCAm-vl(GGWedn-Z#1~O6hR_dy&O8}E!yM{*-NvPDLMYkXD ze6N3p0NQR#62%2SA-Ac|K6!w7D@J&ofl@>wjY;v7={;T}R;_83-&tg&DYtIMtin7f zvi~a^)vF-uJ7L{ejLI1#h>5`$Jwr==B>Z2snr|Gref<l=p|^`@TPVn_Kxi+Cr9>YjR7l$j3We{Y&x07 zp+V$`vW-ufyp%e`r%*j3iDJs)E~=ULuz>z*rB&AtI$;e`bm;*Hzx?ZfA5@vS?D@lN zRc@>B_)|o0rT9=|r@P<9MjB|k#v;mE)m*g?+jkAL3?4TkIk8N4w%eXz*VnR>t4{iO6VPG1x&ky0($Z2fd(PD! zuuZpGOMxjB6e}KtdWH1(MnLt`z^-cRc1^R`a0URnjg9iyH*>u>*k9c)>GlGs{Stt@ z<*cr(;9;UT0ZAS$d{kn-aR8UTCKlTAuFQC;Z}qsqI1~u~09=EfJzGcJDfOo+fZ#A4 zYibA}1&;1Uy4^!@WZ!;7nsP3w9eeEXrWpL`g>*aE)nmxo_gCboorwh zV<1Xa=gww56*BVucO0*73Cm7FA)G7hJhqalhVxxx6e&`$Kp+Y`(}Gh}hPCJV;Q3p; zhBoy)gJ7J3iP=#ONFJYqmMSV*`7&draHhRc^uSXT*CJ8$>K{sx?mJ_1`!qeNe_H?U zGS7XwCpCc5-eH$QJ&eg#K#ju{PQF?q2Af_+8kZ(HjtkK|(Ql@Qr zA!_$5s*!-UnoC1pj?};3UwVO%LiK!t*XvdQObR6Wyg;UF%|Jc^pk<^Y;%>)l17Oqt zA8jNGKDxh$UE99wnXCH>RFX)s*moWu zY4O|dPqr6)2fF9y@~}w{v`L0|d}z-$5VjCci3olWPHdZ_va=1WZuB?FN`4=*8H8Ex zZ^%#EQ77EF7KhyWv~rkiG(1;~3b6Fwi~FV)h*e!odupTUI2y1|X@SZ*@k~vB{?eMU z0F`ije!XQcA)gn2OYq|YOBq;(t$3T;%GWAd?|5?9V0F23}1%|z6AdO0f_uS-WD<-}^DjG*i+s)3fonoq2=EHN7gU_C~ zlcF^OsvM7Xd=#2)aSJ*4ynW*u3(jj}XCL{se^X+0oC))fGf~)a?70e_d#Q+-p0FE( zo>cnW#?W0({qHAkROK8K0ZioS6#LH|dakgUNDx4nDfRiQTQJV*>?e8ybJnuw8rrOQpr zSVbjYGKPDc{8>s(6jHiauUe;LJOUp%#`b+>vDLR@6jXwS!devd&EClB0ew)(Nk_jl1D`n1i!d2E$xe*)vCeiOWMEL)C`B)CtIE95cMA*#_~Pnc@@xM7 zPOCV_Y6p&^eO}Y$tGV5rQGq!zjCX1V9+$MHVBW`u`@Qv@%p03aWx5p<5>Cr__d}*1r)tX&1!iHuz&srL5JrivYznLg{8QdY0VyBLjHS*JBQ} z%!4aopd=o}|(@j)ZL#(qgC+6f<)`{&RxMzpBPAE;unkm7XMgy|7!eX zMaL0}as*q3NA)-1HCdS9Dr?hfJ?w9&8fJ9*QwS$&g&qP^;>j@_tK&{f+PFg*MHN~Q zIaS{npPLoylDTv)`%~1fdwsX)82ZRWEQ}>f`DHtgslDF+=3NVLc~2oW1QT0d@G8H? zpj*Fm(Bsrgz3A6EQ**!o@F?E`#v!?ga=V;z7%LISyw~Kxd!QUUszgA>Jf<2q{rX0~-= zA(W+2ol1Xi4LFio1x+dfOO^4R>4iO$hL|;=>T6Asl1zMNG$m;meVY$M?wY2~tO?6_ zO`sCdTFKcb|A@tC3Sl&PktY0Pkeo`F9V@b0-V#LFL}P4zYbZ}pQ>X8ob3<)xL0^b0 z{G1`FwAsQ(sHuZ$sLz9cyRPQi-89Oc0YJEt#ZlWPS|luQ7gl=6a0e}(e2E7+YM>gW z$g}X7_Qrl$keIfM#)|d{w&7c0^q->%rC`7az<8nZ##Y>-?BGfTx#p{hfEomM>62a5rvDa!PAUj-%qrlUJ z&f24m@A1`?jeM??pi@Lr$vZ6uuC?zlMPulTh_)xO5O`s4_UMs<}W!D(S z***}&_BLU{d+}n#x091yzgWEO>L^MAmb|qpGr=#?q+4-o+SGC5B`0pqzP6TlD=;%dD=+prd&K$*f3Y#a<_}K>FQMwc}sL83k@Ot zgNu+bmD$6UZTYIy5g8}xx4YCPz?6CUS_jm0%$Q4DA zz|xfAW$r-|g*8{6FedNA#}VP0@$nI$U}M`t$Sd1%!p0=iJ#D!k#J-}5M9*7#oIXeA z_zIJJ`=kvU{)a+!hZn)%iF^sk*H>F$KTZ24lC3W>f;_=sy7)$wc5DDzQ?oiffLA$t zcXRi8P56=?kxSBy5|Sl!mhf7{9-+B`eB(S?Ws!a>y!inuTaQjLS!T`m)QHr|Rt>RL z$ab3uzOK%b1)_O+PHy?LbJ6tqn|{RC`~qo z*|M1)1#*=V)#wEMM&`RBead~HYC;(Y&~`9}n2GKeh^nm=@&|g@ zXdYI>jmy{C^bF&FfBc55wZ)m{hxU9OcG&Q0W6P8~-{K%xwa_ctt>@1$^cf-5d<$(@ zWYQh;Wx^XN?VvL-)CP9KDgw4KqlSf(&I>+?s5qHp|8ix`CB~vl7lty97h6!Z=|_H^ zMlVCEo|wgzQ+vFodYqphlXMC4?Yo3BM-zX%Wuc6AbxG==QFM3JQML7{jQoZGEBTEh zaG}{9lZDrfkmJHLwQ|c7O0~d>qX>$J3y9C2?L9^;e@7?T;w+%2XN<PshW#Lq{VaVJ@^OeTZjvp8zJx>eVK}8el|Cdxc~;?jaxnHvyt=PEP6+NO~gd4 zbISlJS+xvi1+GvJ!g+tGoUsd5N8>!^v;=m)o&Xu2AT{#jcfnSP$m4R2oEN_Ugsx^p zwGyPZ)=k@YbSBXuAzo5ODC#9PbRKi-f>LSuhFU#0S2|bYAsg5zg!@;BLW29=DE8o% z+?YEhWtc?P!4EYwzz-nK^qvL@JwIut-wnknIw_Y4ZZ@VIU~wAeG@|;=v=|JPHlErt}e=+eoFf_wg%UFWM?W=r@%X>usFIiz79f+ z=MVK(Gs&kb(iRHWnyBPvP0v@XdP5Ph>{48#bOTjd#<|P-w%Nicb5`(lzvrVlZtkj- z7jK|n)|nxliM`*}fxpeZ-IN~K0Sq=3gsWE7@}rnJTGKUMTU7DER;xA{Ly|`XBb3;QOI6UBALj04M z@qF>BQcZXHr#1$Tz*3VYFz6_RDYhfw@ z2P2lC5;Ph8CPdAFZ=M05GV1Pmw^b5-0xvl^P0|k>II=fJa8K)s>Xp;ID5qlwo)sNn zCx#mc(O+;mWN7m@r~sc7WFmi&m*xQ}0@A2vWDO86$(MRxl9LrLLh#7WPm!)LGW zMDvNmv$RwcoUg6(3EC)Z|KvN6^c}y>QU1^avhqLt*+g$cYG6JR)(V$}8Zfk0ef@4` zlFEJtXGW6f?xJze=}AYBh|OjHu=qG`?|Y;+-4R6jXih6A%YFK~xGth2vDhNO3vqZoI1IkF(oZ<>wk(lxZvHsv}n1r-w60*~d+Md!?3tw<-as1Fg{ zS;y3lFW}{Uf~L_&ES*7L2_n4?r{C?<+Omyos7ro!^AEtM;3r;vKdUm19)2Zh)wm&x za)0oOcxz|&LFzf)LEp54<_DM$SFKM(kH#}(&$`~Gt z41qoV9TYhRgc!+U`N)vttSF#CeR3}hR|0{ftkzz$_Fglt5X0X_6&6=ZGR4}0 zcu1ZIbi`?O-WNXfQd{R>=@SlI5B^#GcS?Fbn&&NpJv9_)2j;pyN>QB?3dZn~Xd}1J zlN9^Gtg1TB+gh&J_{?2c$=OuNTSj%$jdVsX5Zc=N@^23~(&&_Bz5=@`a3xse1N{=m zLFRl-H@kc*qmw z0^|?Yu{9y%8nWJ9!m2vny^68mn+#Lz(Cz$4U{=>$CcaX|mA+5w!(P=(9-|L+%;j8X`X>N(2ygn$H^p~`NI0t-Z8)=r#~sQ+|6LNgCc#G#Pgq}1qituZ=58)5!+jag1!#HRU(fZ%vElI`r^7LT3S z^FzGfY$|D;Y#})hrh8Rtn{qTj{e31`Q zOFcUIgY_0H7mk6m>4BX@zIfAJ!Zwo8bkbW8j1C;|$@ZnJQ_|e%0U#@l5j-wakYNRU z8=8v15tuhz6I2r+3Ou_^7<+qMKjin{UESe)2bcFB#llPT@hp$aTj+E8`T8QpE4f`2 z?gD&i{dVo28l5t0n3ymo*P#z#DW#&#R{%--N5EqA7WW1(fzKr~c=U1Bw*slab*Z%wI|3(j{=1(bh@%Z6&FQ{?Sag zzLZD~ikP|+cGF2G#|s(O7QFFEIo_Uoa<>xAKl$)ZzN(!U@=I zX?_&Agx&bf)YL$7VS?u?J-E<8ov@g5wLhgMr0X3sy`0z4^RYVm))9 zhnKOfCxRQX;3x@9SJg{&DrH|Fomd9tMkp$MvxWUO`r;egE@e zX@I*Ew4T~z;C%!cbw}DTNYSB-q{U8$LapS_pU?$luqFQAYo7Wo8nmv96rNr4K$9ZX!bN z#GmjdaNt5hkaGO8;T%)6k`B_pvAtIyfP1N?$M{YtH@xu+Xm=wr^^aTde@9uIzqeM) zBCs7{^C`R}aAHX-Ev2?SZl|-3mb05g`?{KM6Bl`yrCl}Kd@9dUf|-%V?$R1O|Ca=k zipw8O)JKA8wK-)C8{dnvV_fy)==3)&izot$EYAwej-B2ZId!{vHsxZ3PvOmPPav8dFLL}!2?9ik)*@Q?O>^+@L=QOH_czrXp*v(~<}_PVvFh4C!t_c@y5 z;dH)8E3ZhO&{2VB?v6PAh{5tI#`b&0^2CgEEXRh|yfdzo;c}{xhSonE>mhjLpY|Vz zEmZj#u$LD7@MP&B14SwU1TRZo=(ZGPdM>torg%vwt3}0;5Er6}-c8k_S}bm+dq2EG zWPHc?%OcWJB8I{>veG(|9A2X7H($A9=_VA{^5%0Ev_~2ye(IJ~tC^@0emTX$n>j$L z@hSPB_hvN|wAdfT1?QxYxNu2X#q0R5Y3MF6^D7+z6KF}@e8+RY)bknmm|Uf1q9Qu{ zasL$Fe1q;qz+Am$f@M53R%B`T6FBJ+y-`Auv(dw4ijel8@Oj5qTvAAq!lxC^!K^1+A#sKkMfXVwIwSeC{K5DI{-G@}hf0@88~E;Z zmXFw$2vxHs3A6)@*9UdYVoA~%76K=)+DEve)*h&1vIcnVA03khT|1&VJQw++eM^0P z29GpI-bg#p7ty~nn2pexJ-P$rI~S#w9F%K$jH+?3fatS%N&bDn%2vIaxE(PkQkiUx-2ohVz0?g;bzH_JRiHnk?j9iSCmbcXosvko7hFvCrkig`Q< zg?-*hJCi8A1Uj7UkQ=16xyuaM%47dsKN}Bke0{wVsVYOAoj`e44ywn%9Hr*c&OLSj z<(|Pr4+*|0DBqN#<`mZa!SCQ^!ZBR~r#nTcZ&)&Yq>G`0y%(R^s>;Ap23-FxseJe) zCx5bciq{WA?)u!nRWC}M`kJeG6Xaw>p-GTSJ77I2HMVwf>`~eOA$Qx5!`mCq-=HyU z!=TzC`IO7oRia`uUK$5II0zROo>{GtdQN@i6?`9Alb0Zk+^33LI5GDP^+14hm(n1t z!`yQAwHMeSHSUmWN#;@s-H%yicy`0+aV#nJ(>8sftF+^+Udlq}#8aN*(xCO%=;Z>e zqeEkj^{<4b@7p2$O?am=c|6l=bHI0cmGnPu04nXYjdbLUkTNY6^6mn!|D@4VGrpTe zm6nlJG(ytw!F$)yIrQiVaK6gI+I>s zqAD^r9X*eaf$fd$*%?!<>4pFS$ATV&rK8EAZM5W#qSWajJ3KW$)m)Vx+zSo7AgRe!`fYIC4WiXJ(-3@;9%Uah&uME%^|w` z_K( z4l2=7s8W$uv`$BV#Ac$j&)oeho!_p4{iY868J9AmlJm2k_?J>7dw%wa+#4d`_h!qg z=f`YK8Cmoc_S?W|u@GWSoKc!)D%c8Ds_r2PaEsr0Nm9tC{x;k4HAD4f>llWh2sFo; zdk~~cV@Ng?P;jtlx~s?)JESWxl!xgRWimT2S*e?b1!`8R_BV>ddfxXBlhhoxB8`AR z$o!kfmgtWe(txrqLg1SP_ZhW3${Ss+vhpE4eqpOG$xV8L9py`hJAHr3-m4b&-9@P1 zlo1VdI@<1!O3zeQ)?6AAwNPqsAi=i}!g@Y)u=db(_I%Jo2DpB{D^VL%*P-+;XK*a+ zT%61Bdp&4Xo-<^ojwRc1YGP}t`O$T z4a(LX#xz%XQ->eG?CMZ31(0{>6!Kg7+ODf@Y}amQH{kI z3$sAhMc{;av=bynm?HCc{L~^d|I&%X<$Vf0L%v4NdiQ@3fh*h977f+{TU6^id2h(} zABLV!jx^R4sYyIGqG!DazzeQ5@Xl(XAdz?!vU#RrYhR)bxg^;Otv92uQuSJE@nvK| z5w)%kG2a~MK3dW`vCjC)vTFPJiQD~n$7ot%kc6-iAt3NjO8@?`>qbu=rid#2fR%~d zkIKB3^1|>ejKO_^)|qWK9keny&RvPApd)Rm<`qCoPeYd~WEeF*Q4|Sj_WY3(kWk%< zBL6*U&FIuAtoe+EBkPr3D?|33v!Zq8;ZX6wD_|6n)NNZ)u4d?FPv(M%Xc3O{rQ!FA z#4DH8x|(_jQWi*r$4VY^&Q>kjN!(rawp(ai&=)l-X)@x^j*nF$HGZqOgHuFVvPs{% zehB5=Zxq@<3sxIt`Y3wu!&M0L1=sEhrhb(FwO))H-mR$nsK&L&PaOuUWIIPBMgz;n zXgzRII1Rs`yT?I^bP8j?O$KT(vU5oE{3!#DAt~A6JGwK%&?B9Veo1s#UKjSnPqelQ z*A#EXrvmx*I?Hlbo@{v162TssFw%mb@}Iv$saY6=gg_SovsR>O0tteJ4X|Kfyi`c- z=;*+*`i3qv|NV=SoI^t7ZLSjlQ{ z8nY`timtYc6uDmwIe8sKCw_|x;!v4_XlrXcH(^hOmj<9|e!EsbdW{|MWK`_8b2N}IQPWbfS$G_I$O2XU`UrU%Kv5G%Qo zMTlysUf_P3mvm48SLfOrII@><%G08%5O?7YlB)%lk~LK#5wjO9vu8@(qN3|-8o^6? z$mMn8HQ5cKATyOHgoJ_PrQ^6@WZPwe@<>e!U34odR zP2?A7^ys`$^|$_XW%;S;4ipOhcq!|KDUK~AKDY8-7prKjS=QW`6`r>2tg#C)|E+Xh$NfDWVTxRnwa?kToK_}6#9)Bd+Lu6xC~d(2Yrs$ z;b=Yzypz?k=rEGq6Q%bDz|C3ko5fHIlp$np>6{Pc%QB6g&T80H1>doYZzQuB(ZgvZ z?_t@I2_G#k^nRGY&>|c6jd|yR+}{G z9LwD>dgweREyajax~f48IgT#I>U(Sv!^CQ+kratlG<|V~a0~lAt# zBx$dQU}<4P3GMYA@y}>~buwKXdaFOM3sd3)*o~S>31l;YJT1t2U?iM$`7iVdx9twYz>2{Rn5C%~6BSJ<~2$A{liw$rPD zgZ%`GuSN^sGp$1K46wfKIwqR%u6?rS#k8H0w=O3gHQh=MzIZk&R8{rq;4!Y48=uoCYDfizyiX3 zf}F5PlWx-Qkg~(A)b!DcRG$S$9?9MtAJI6kFivq-hQlOXbzO@Y81&u$IE+|nmo)YE zmL^7WfFehVYPkKMk>MLbBiAI*O3N0=->Y5Jl3u*QEF_2IS94EDeFMmSBbcU& z*T00jHR@4$ibx=zjjE6e1v1??>epu2org|aNZfZdH~DWsE~u`ot@MV{(<^ImCtB71TZ2Vnyk>q%}zKA zW?_^2v&MPVxjeF&{C-H5@B?w_<|S+s!D%JImiaUU?6zPYULr`{`6Lxx6#klM26ZHj z_0-~Lr~UH#N2O6od^mSb%Ij}mUTcBx@E+QLH2bfRkZ_X2?N4c;9^z(!oTLA+U8 zSzf?=Lamg4XdL7bAFq$*cpZOx(mss6mjUPBlFAwB{O|31W2Eq5fyf|C^Xo(;-@|Y` zc#%4Cd>qFa?TY2~ZCV6*=K8kJks}lPeD2mHq0fv3Z|P|K)EF6mSVGojGJ^t6L}hQZfyQ-k_!w(Mt|$ zrA||+kAs_+ z^oJqd0QsyUR!I-Fx2N%>oefk0vML4BM*-kf)nf<}mm1}L19>?#{#H%{Qwmkp)PE-n zDXS5nC*hMb*fr^fHe9d@plyXgA@6BkTEM2hWLCY)Xw??X5$u0Gf+j}2kGa>TKVrz; zC3QVRIta6wiKSes7u%?)YLHsy77UFLeczDmsC5aRR9xoUk{W>&fZ?Z_mfXo53CSO? z76;zTG$Za9p-~VxB_oN6?#GG+fs*xQI!ZFyS}DAwv7yOi0^uSD$Daod_vXqPbptZj;_+*pRUxcxcQ2snH0 zhwzTTKy%;zx9=JDJI1q)V<;OVS;%p`_-Y-0p1w2jTFCl@49Evs*u~bo4uP)lwqr~d zG==_3kck;SdyjjMDIRXj%{$pIO=69s5BBwb6QPQhnoGvdh?`5Xclm+b()FyhqSVtD zdnc}OP1*LZ-IPV@+}sSGHD(QM)6bj5t2Wt=0^wu{-QFSbZ9p0I!4l^(2hJz@=Ln-w_m7E0TBY zwE`TIK7d~S0#IG_H%sx*7b>`-vXvNOi&jhR8ub9(M!9@MKDJNQ-zw)M)Nm~iZRZmj zV!!XC2wbWgx$?9bXma^u-zjL7$4hm+oA2&?_CW=Mh;R1%`a<<*HMwnc+VQ5-;_Ir% zzH~qO<{V%s><8-pfU~I;7X1)dxr8xh$szLum`d|5kajI8Q+n$)pa+|UEpfB@V+m@3 zpJp_h5P$#@517%e7n=fO(d4Z`RX`63jnU05$^Y0t{S$=Ps`9%?`Aw&M6O+}j(t zEXF8clb518Z1HT!()RfZ4u#jZ4a@m@_SL>G3ul<6VHlZD}Ne zw*N0%M(+K4u?UDCLWU-_wCy#oBBATQ!yEGVC51mRF|i9Fcrfo=PtDDZi^L)+=@q>_ z@H<^K&|$(O;17P;9?`pNxl@93OQ_dO9otV+ zhHm`_Q6b9s?2T12S*iK<$}Ey=2r$6Z!2HGX%5lYaAm(v6dl|cC4d>Jj`=eGHiNk|= z8w*YNiF8X4alCTc$?VfBz?mOg%P>Y_S#xpW6%LR3me-YB6jBL+=D9qMY$fkhH|*bA zB{2t2%*&o;|HU#?Z5Y(K+kWhntz1Y3Ja8*^wjS>oWfSXzF7$pW~7pIXj|(BC{I~c$97LzdetF zMLz(XPmQ|qcp^do1jy=vET(vgic(Qj={quZS~cP!~d%h8fXP|{19nY z%`Th52>v=ipS+i=2WY{D#`o(^JED?x(@d zPd#V4sr&?F1nyu%i%;*Jl)})TO2pfkm%HYNRARDN~ zt6s>1A1!X2oOH3~0nyYVNI1bT(ANIp+cP^;0{vkGayINJwmv3p!={M8M_|)JPT)^b znM3J0G`@u z#Xx_5e*m0}*QThun~Z`#kH!1x*BH&v&j-u3Hv0j7L`{nr^Bfes+Kr|uK_txCZ`$|S zOlF7vlfhb<(!76!BK|724|@4D!VSU;$8ZZM6^n_i)8a_v9HZ+10*aTzTcSrB=&5kj zs+4kK0LjQ}zhxGtV$chMwQGE(q_4nak%u_qYy7T>)Qr?9P~_Kfa=XVQrlak_ZNC)C zt=-l&iyG?ypKi+dbj~GxTySPK@)rIK91Z;<>gB9W8wo=s1#?rbHg+qyS~FI?AqlgP z4miSHJcRsonl~Zl1`k?j&9X$%D$~lb4%wCW_EH4~X5iP?)C?X@eM~JVNV>iCdV4)i z-*sA3oAU8veDL%A?wI&r9@#|lNJRQ85P*>8aU-h!hQ~Kfghq&D=a-+`va#Gi!2mOrK9yE-FARQiar42k&2t*ZTx@r(KTBSV6e^(w`G^yc8bA{H*PhlGfkPt987 zazT`V7Bx%P#LQ_%f^P2HbI-gn27u>Kz~O#7(QnN$YL z6w(0zMA#fILNpQ)O&x&V!eNOxsJni|v8x*yB_IxOi?121kBA6PNsg?L=k;xM1B1AK zDSRJ{JTMTl9xA$9geW(Q%QOk0=vB^njUxUun|w7Rg&Vo=kSFBHWP;FX|5ILNbDJam zMVt~l7oFRqh)u&sh5K)B6wxUtV&=1CQ9zN$b5Xm5OCN|_7cPFyWC)fmrBxKu$>|yZ zg~b(Ax1<3n_ZN{VW#g$GV{(K$(xsM z+wXzc+ORZBv@a=ya^s2LYlQ>EDF;*WdNepvCr`Xk`9zJs#@-f3-b{;dIV}7|1kOQP zlM(CU^YvGDjr9Z?aq7b0d;JCefAXY;FHfi0&+(}L+siOyzs;{>njs9Vfl1)V*<_vv-(k*jdyH4Ca3gaitAK=F+mCM*AE|M)N!^UZp^gJT@_) z_3;|m%qQqTOQqnv^%^?@HE%N81d=Q}y>qtVf|%ex*Do?r3h0RLQ#m9W{YsFinUsrI zWQL3$FqDeo)lu`am0o!#d<2lq!GjX!){|l9N;CjD911j}G(gw&zRgQAkoR3lt#e91 zC^%d;BTh&rW#hkvD>qWKok@GR=_^egFr>I&g2$sR)UeRwb9XZQ4(U4hK&Hm=VfJ5Rl)k^sEiW{Y1DP#`#sz2zu2i38p_ffNO5KhGM#hiN|-6d{9knda)D^| z=(=d?V#F+zWWkPoXqqOWHKGb80v;aq+&CJ`CfL`bD)OAFw8Ae8$bikLyYZDTjEI+k zXTaHYus+>-SrrHnBsn*KO{CBugfg_DMIO5#K8S0Ry%Y#Y8F(#vIT9YB83;r(M)iv7Ivs2V(yXVoNOeOSvcjue@^3ctR~diU0z#DjHxdG2!jjg|zm0O9 z-CUPMPhk#lc3_oB)ILUTsm01M=Hteusj%;nj|qO}_E^&oe#O8L;&EhFpuCjfKEt=f zIQE41jghJtT*hWGLaKibk+G!pz=YniZGH8$CrD2TT~ZRBo?&pha=_DlajvMKOiOC|Isf;d=r6`iT-gq*Kg(D z{Q`iwcGBCPlaexGe7ff^sz9}{d|7m|Fem4s%nEm()&(okV9GY4&B#2?c?ZP2;H@=Y z_{~f3gyTT*5nJtC)&bEp%onD5NzAgmS$M*Zh9D8rW2>duStzFgbU%E`mu*h@N{ziJ z8BpZ-7Il6`Qt+Wx?S%@PRpHM{6tP8&37XSdM#f)@l6hz?Ezu8ok3rx4)KaJb`|Kui zkraQa62D}BGNCI;!h75zCV!vdU#CFnu7)770~zTv0{sioVu9=V0(1O`f53*V*VF!| z^2KTKc;Xe>1%0+ybUWvyE|XKcFe4ot)5!av(EE~?G7MS4d<@@I6O*XAs6AM45S<=- z$1lrNb1x|pIhhY`=+Pi&|D4CpQcBZ`EsggP^H)D*v(r zJrvrPR4(!BaA5@JJ@5nw5j# z!qRPGhj{z%2JFLZp=a=F^>Izi8UqI_TBp<}GbRV|OJiy^UZGW3e3X|Yvj(@Nu#<=n z%rA}ge28A;e7xW_@nOvcEc9OY-7X5iCXLYw05W}C%{}~p5KLY6`0LS?4!W^Z>(igM61BYZV-Whm&cpW z$kPkq_Z8^^h^gAr{uY6bH(q;MD|Q8$ZS7?z^HVNp#CSxEmlcnsj45Di6wBel0*570Qp+LuRrd76a+3rt3f6#BnE`E%!GiXbL1$OJtk60 zpY!J+KAiH3-J-go0zOCgpnZAufB?-0T)@-06PQe#vO?_O-D|?!?j|x(CyoCKc4*XARf(4=vIV;6wIAGaQG@&ukWQ_h`d8X7zdr@9 zCWb4K+nZV1ekGuWRe<_*2}d04%heB(hw z1=AZQ(pX1Uvc%6=HWn+{P$w)L5awD%o5B_{ zJ$7vR9hL9%9jTlu!E`R|;Ctq`LkxI`t;DN7J7#X3z#lzZ34L0tbJ-sJi6Wb-Fe!MTt}ZOejlQFU?`7|GP%eL<18a5}dy$2+l_U@~^ewMou4L{?V z#5wA53*k02GEWG8T)f*nCWb43tV^iPF+9pMEGSn0&RMF918U@)i7A|Wc$ zXkq!MK%vFr_Z*^4%NHsfQ>uiBZUY)3ABhK5V96CFILXX}IJ0g3W}baqC8^@GDh*!I z^CHS*CGt<3bPrr&EqvBJ((-pc1w*RY!t=dOD+K^EJ}SJnZ=B4PDOES7xItw4XvZpW zIcrRckT*PZgjlKxPv4oZfHw5p0Z2`@N()&?$bRb*S`{FXPM|TB#=6qe?f*=`)bt65|4g*Tyv0wk>?K#Y<+@J{Xl-+**>3w2l^hQLkgI}%L1By9 z*+w73Ij;?)JK$c~x!Sia>$l~HH}lwXh!VH00`_DoTGA%@wrQW>SwP_*Iu~2hL1N6= z-&L)#F7JE?(f`$*6}g@K`7MQ}Z2@-ivfxpD;f}MDWT}c}hC3mpF{i?r5+|z%IF*ed zW)jJ{!6P4aU|icIn;M;Ah*PxdAN-bwQRUq`;$SP^?|t$Bp#KW5F^2QXCfd59rDWnR z&|vo%paZ4sd5rE5|H>P?eH_NA`R!)b;k(qHttqUuV(~k3~&T9R;drngq*lEV>4BrCN+pLYlQuuab&74{bONylt zNMDN9iu1;X(V2J@+0*hhm;iHI1M&2bkwwZd)k-~MIz95p)r!$nQfo?+a>|X=KN=q~ zAmgdT8r(?mFL#j7<(gVnxrG)u!8o6~ z#mKokUFC1|Q{E`1a&f*4QVWD)LMKJkxHob(t74Ws2Zo_?m_SdaF&!?dn2Tu9z+N$c zO#hdN6qqd54w%M^&P%w+jPQ7T>v7CdQwaC9Y*9F1AVc!_>r{AO2h-&)I)eKeZ|?Dk z(TAIKO2wVeOE#9wKh(|jX(my2G%v@Eatp(q%KVPrzd^ zC3Gqx1zdS;=Bs!^g#a>$==%4NKCQjOk_GU93?mp(N~(+kr+WYn1bVe@$%>b%+0oW8 zE4xOX&2%@5X68})XLT4hOYU2w98Vib(uGRb)H>q*LUF3oyCeuKm-uTm=vHlWTLuwpME@(B zSIjL6@!79S%?G3gd000CkDG^;afG%M)7$s&3-|rcV~wwO-qwE2 zfN|c@h9sO2RuFnC^nyqyDXFGz!%7hYMB_Q|{5BNHC|}V#lYy22ql|aBO%YQc={ky4 zr$`n%l*Hjk%fXFI(U_Ba0{Q#7zFY7Y#XovKq?hN=jg{!@0CTN(S6NvSe#TdZlvkva zS5JUmWp3RI!2^uucDiJ?sKzJS9iQE6Y}dVS8oaXwX|uM^hS>qgsKpW)pN!$Gl3u+K zxV9AHPDImZohMX^C;wU9>c21Z&(!~}A=?Tidf*a)8V^e>DDb2^uK%r0eS>Se<)Yx2 zGGec;LuU|gs1RwEbfa+_?a!~voxDTTh?P%I-Fgd&g@9H&q)ZzSDlZ2r)}{D8kh&!Z zw1B2DY}!mcMyOR=;XHm35yL<_<%8Z%28d9viw6(gVmNgouE45kG8ia_Vl`X6@TN*o z5{EZMl?vUfx3C%?r4PjykbRA2CHw-O>>tYBW%C1eT7Ow1;8%iB-!~R|e{f#>mRquK zgxfu`s>!xnC+FM!0<4CwN71K(*od0G(T%O{Z*oU2II zWoBvLQwY+F7;HRlae6QAlKB3)4P~OJ2UA&Atg2pPRg7FU6K~yx*=~i~tPt1EQAeB@ zP{F|~oTLYDAgwk;C8guTzHTy4(W*${TsMY9$UG8hxvd73Ka z|3C`nypd@$RAtsUM}1e#I(F1_{27ZDna;LhGFEmg47w1j^C*?mbZ0DIW^M;Uvqc?L zH3Wt1_qjrD$H{keL(GJu=_v0mkc|VpxSjk{#ZZcHE^P#S!-LQ!n&eQ37fM;p^E{uK z7`jC!isb+9NaJnmZ-ML?bv$2M<+!UIIeYCcsCKyC0tGZGOQL19^!tBrRu}GUt(wQH zU<@a`G3JQj*{yGcy0m5g*D3*-WG`Z*6l}Oa*t)*6x}u;maerP(*)>LwtA4r}GGO-< zkePuXZ9A-~E(f81awpi??2wuF`GeUDjB2gu-*JK4#fr(jLkAk)nCmHG?bInn|AeRU zYFgPyi3c$3FvEyvim^Q8=!*vToPKq?{VeGF5yM09?Q5e%ITWpoZcuP>JNDbWf!mjZ zt`5M5HlvtZ${4*H-AHv^?{TxkxL07$xE+y1b5x{HE(0tl3yXFAKOM8WW*7<`FbVvVN&2u5vj)Nh<Qio((XuOi5`%0zj6n&RtpO{Mb5Zry%d{$DEzRH)p~;>}%DIVZs<{7-@OESam> z49&blcKRh-K1n=;Ii&#Q%~I`_^r=H6BlZ` zb9XzF`G<&rkf5KAm>jyS>Hl=;znjLM-{1jAz-88hh6#G{Q!+`G?QW+Qn=(iwsT(Yk z4o-%x!u+R|WjOB96h}e)polelOnV`?#?s&YJO9O_4 z-SfHw4ub;~*!?bj$Gi9}SonqfgDBd#r^tM=N7|u0v3oD#GF zWSkwK*$NNuX}deW1Z1iqb-X7V>jF${qQv7}O%))iG4HH?F|KBqi;f`_Nk|_xe^umQK2bIOz+Dnyh1$)FvhA=UB+LA)f= zt*m-rtH%@u@c0&z>JVEStWVpAZ#Ba0U^bG?&4J)nD#PV5;@oR%IT3c}$~xs?@wHlb zxNJu>m!(llM_}_cMuBC1Wco8&KP6`BO@-aCa$GZ^1xS8cga6`*-NVyZ)bOr`i=Esh<@A z%73a!tdKT^s2Tgk{oe#-aXj{Hq)Z8qUwA{dREzqM>*ev)`88NuNt>vdJWUF>0Q<@6 zT*O+f(DNMl03fCHL}<9bq!TtAqssdb!r65$$*%3*1x9C%1f5ynkAsAQ0L2PjbvSV%(W zYW0Y`d zU6*k2=>uRjvY#ij!M+a{j+^}!)Mn4wLkm0zd_{#TFNR)7Fr$P2mhhvLLb_!;Qra;T zN1>Soe<4;zA5BBAX7WQqSPBFBN2;b(iBSL2-lw_R+N%-))+OyI4UDnR|3{tEI%cK5 zW0En$W2KwhOZZZ+7D!G3fV6LWHR*5o_I+R)TF=q2X+wvCE5zQw(5{V5b$3Lgq=zZhBtlM7K^eT7B(khIUIU@0_) zb96)7mm*0x{@{h_bY1qk0+u zO8aA?m}NvGE5*EDV{W2|=C8qP@I3Qlpjr?;T~RCFVTJU2IAqpZ-azXa9iT4+vlW>s zp4KF7>HZFyBjEmwTvd~>wM4O%$gX(~5a#pGwgh=2EgKs=5 z#?>>SlEa&3J8mHTS3I%eGTml68(Yw-kRq~ZD!y9=dQ#ova7hXvUesR;a67txI|LT? z!~8#i$be)Qi>0pZ)W|w^TbIEkSW4Yz;mRo)QrPb zPqPZOI7zed@YG)mvK?&P2`NQ=ms_i;hUF_;5dEi^wZ<|>r;s7?Jhi(1- z7^F7bu)ih_ z6btFU{YVNRG9ghHW(p|frjuf0iD=N5YV(=!i<#hsE7*d5>q9hsb3|<^q;(09^B}@p z5q+SNTC%~#;yTavLP-2Cx{0rO-&-bNI!v(G2zj}F3$&IfmTp2hWjLt;(nKnbIrlIZ zap=AQ@*UGX#_M17X}7ce2wy|@-v=M)#l>kP(LevWUx%K>qT`C*Lawi`&GEk_R5&%aO= zm6Xh1=Wx4h2!2Lb9IoM@B2G#hH#bd97doUhilI(#pRjvp6sip%C6;BVqcebN3tPBL zs~S5G)(-}ZVDi_!xtx;G#Zu>I{Skn9!)r^aU4@)Jd~O6&E&xJ(bv51F?}8)RMX6XQ zQ4+{;Gt>~6Dw2<3r#6qmb4R%ZVL})wKe5HWv^)wuwA@A_n*-94@!3*Y2d-%LmwxDf zVoZbM|BvbvY5X6;J$Wz3wqO7;--RPMFoO>5|D1o_gw>Qw|2fz;TaMubAzZWn$Jp>V zP}~SOs~@_JO zxk(QOM?T<4$Acs2w>sNQNsn5=(G~>=-M~BkX8EaiY;~mIO`RPvMRk`q?4Ed>tZ^TI zztcOLyP-{kl4ILU_l^(CI6AT;2Gu$jf=GsOqQzg<)(v{=M-O6RTa$NUudb`FuGc+5(%&s z@?Wr##{{Eb&?EQt&CRcn{~kgfe}4~2LNIPf!CytM(+gjaUHks<`&_J{03Hto`eKuk za6Ug@_6+<|E)=68U{)Re9~+AF9~&w>G<~xKFYH}a`|pK#85o(VtjoqntUg>)u~X^k z3F`5Z^~l;~sjuwth9Gc6?&owJ5i|LyDttxL6Cv2NIwP*N1}nk~{D;l-6q;8_;1~0j zkrIGMltcn4u7)0B^#h9q@&?~#DEJMd$7-E$V-UoososKE=-Q6P5H5b!B{eme?d|Od zlVTUQoT1(RHv9P|n<;WY|NlQhN&=z&xH+7XvbJW-&CLyS4!C5VVQQjjzXDrCk%9Bh z7O!VulKLVzLD_R(*vgdWpb#m-ZnUBay56 z*+(JlBUC8)ER=v%p;Gj+o7=^cX3O5Yp?pdM47DlOqfVCnyrjBq$Bgw3?2Zh~#@tS| z`sCo$d81k`$#m$IOaN#Y*MkGn6#F(cM6wa8L5_=BlN%iEWna=gkaCBG9~6_>cA z(+6#qwcM>qU&JW-*Z)39FsJsT& zvkD3dR(&WbAp^-Ksg(3sGHmxSE2V{;(8gty9%W!a+s(D+S$r{Q>+Xbsc(^3=t?cIt z4HQZb`eDK%rb@}74n;|pZ+iKPpLxTbMK$%W1ae&w^UA=HsGa$UVkr)nS)s!5)l zf=T+0$EAhS8jGv)D6qXFRPBO-PU`6c2JPo(YcHim8_LnOf5zho7*6Rb8W3R(j|;;J z)9V5dSI6O1Ok^QZA;_a^vXJ7mx~5lbGn{g%(JDb*s*qhniXO70RGpjz_k z?9{%B&nSJ$hDKpNS4MGCGbB%>%+MzB+rl~0fzi=eXfBO+RPz6&KRr`=IEgR+7w2#; z;1EAgHLi7SqIrEhgq%%YULLD%s;?iuvoSZ7a?=Uf0Zd$5NX<$$algrZQqXTW7|4WT zWb&S-W^!>ZXyL=vk)YLG}w0pkuPtPw%Fg!7r9pGO&gE|$b@ZZE^YicH!kAaj| zN;uRfvc4Cy0uH^;(9+@$UA%a4vZQ9ENqY6eN%cgRUOj^eFpNPRw#1c#)$Y7B{Klc~ zi+!vjB2;60quVZ!1@>@hX7 z>Wjps8Xo`kg^iF{=Gf90i_&kHzqp+@$VGqrBQL;;xtT8fu-sRGg``Ll>X2nqu8-R5*j2*l2{ zF&eiU?J)05UZ}j>YJ>ZgC$N#kvK*&^K~IKq=dl7aE6W?>e&y{9`OHf@?bY!)Pa?4V zu7oPjdX$vEq}g4;zpC$Ubxo~tU9r2IH+?}mG0ot1d=sjhAXYrrbgj^U@8*hDhkzBU zI*Te-ryMqwkqvdKecQ%7DUXN}44nhP!QFyasUTZY|cmxIY zmap(KFH!nRg;>cZPx8$au7-T(>ASIIb zG-RB<$w#EFKIbMy6(tf9Yojd5Eu!JW(&Wk4OrjsEGh0RY?5p#S;E!4H79?bsQov&i z`gT#r)ZL_H<$5rOXTLXDNY{x3*)u|1>D?;l*v<>B>h!sP_q-~E<00x0+rl<*64LPF zwenr@KJVeiM!t&r$}{Vxte$O${Ncvf(IT0zrpy0apC>TFuNbIdccfB^STX+6+!pxr zX5iGrDGiQM?)*7L31RAIO8HgaPtH)*G7qOfm?;xq7pYR3UX5K9jRC7 z3Q8N%TreUxWYlnZ$f4!zICt*coJr|}7~A;oFTe7VD)*fI+K4&J+0NDEs`fk5f`KOL zYCtfxb<^?Y5+qouYY36P)a6tuujWy&t5tt35x%5)dL**&Itw3Z8)+8TRaV z(x%$mJ(m>J_1Kl)#V^q0`tc8w%vvzDTwk=MQB(0}VO>1)>?Pg{Y5rKPYz0XL@NlKk z!wF5UX!wj+LkeUfQI&ntPv?9;+!pip-*RL3s~XiByQ6|kBK%hFlHG8m98qs$)%yC2 zoCpTIm=iRu-jriKEg2X_$MQd1VPp8%m}ghJRIQciqS5>5t4ajV6V-FQDVjZFpU^0V zT$cRa)ylnylcbe)e%zhg(opvu)|Qt|L_u9Kd6T6-8ZDzLQF4{}s<=Seh#2(N8tbPDB;-qFjh*CDw4VUgssXUU8&`3;MN>NyXh zNdCyLf#G1kQCbw8!{&O3{P4awo9?OT*M8$%3l|4-=jdb3K2v7!?0*nWp`jByMtgpf zB;{|SsXgI%*VBQhcA=|=$MnOL=yc2VVC!UWe;ap9i2$dmR)FRYKjDfJ=a$@WIT@)g zC-~!=b)0n%wQR-`bWhXqeKyf&>_P#kXS-V9=EE>@$CgLP%`m#jNd(8ZCTZmHFtkhYZ)eKjAbY@?%jw(3W@|(r~ zCPb77I0Y>#?h>@glHd@$m-ZZsoKem{)$vA*i|G@8C|d-F>9lu{h7t=WqtKJ7I2W>0 z;qBFj;&XzD7MnYP=hmTEPzdMv(UfmXEC*jWo$E`+yg;IG#qWWWeUcs_#X`blctkQ0 zmm_KIP@(N54l6t2Q^lLy3D`ga%9F8^X;hztPEwR`W=ibaHwuM7v1%~i?mB}a>!L!e z!{u>rD~^+?ZW=Q*A(B>BPOPUaDuOu}J9Ry+!elR%7m4$1Q0$3Oc5k&inAzar%YBEgZt%xXpWuYdiG{c@`Ycb=g zRi$pyjKBm1JLSx0H5s{aucE(>2W!R=T5Vhr%)AgAGkmlMx?dHS-}`7Y%))eRu-0@%c2IkMZYOHhQd zH49xm0oNB>Ag=2fh1EWa$zQqehL<(fCUl$PggW>=pVjaLj^8CN|0IQy5dGKMBweaZ zwWj55QojDm{Og~8m*XZ_emnOc)q>@cNh~HPRCBU3Dm9$cg3@x~3`5l)rd`i#{vqB; z4%n7v9W?Dp`^eUu;p)QlZ@SG@FNir=<`>z8d?uL4qBiwOp(Z3y&o&rrTcC-@vFB+P zBIzN9{c2WLxlJI5-70ALsHbM9&`h}PuAqjedyqlI%Cm^WSeRxBO?^BxxQXB@S+cQz zijr6|vb%hnWHm}FRKYmgMW^BM2tP+ysKrd8g4QL1TM7CG?}`oX$=pk)3zy8ZOg)Yw zV7a7xtluqyA>k{mJ1mRG80Cp26+L`j@i6dAxB4Y15Xu;OkV+D&rwX;xLBef<=LqoI zz39Rht`D&OyWx?K)LOsuHw%4T2r})CY%U#x*T8>QZy?tdzWGW=+W#+CjeednxW)mu z53(!J??|YqAySCGxv$cU_wWAv`x2DofgTJSZu#vFx?`vSAbaM-N*8&p`dQTz?z}Q0TA_L8Mbm4Rq|7k;bOYAHO_d4*`E6KM1x0MJiv>LFM|t%d7dfl=j~bHi0C{|NSe?hNdU;s>D#_6;8o6ecjlY-elDcB2`^% zHa0dezi8s0mnDiYtwN2tx3{-yv-^r=xnX=}<|FX^$<0c|^E;xbd4;@x+h8B5#L$Zo zeM#Yu-WI(a_TN)pWfrpiiaoA8%LY{HGD05kSLp-ft9!xhG8jXcJvrZ%R|VadEx>*3CvH8|>j8_E3x(Ub@nFF~H@&lenF z?|T6~^!?ecpFfEnHU~AkYnBZy6K;!faFg=$^Z&DJ4C5t6{r4OlMnAmouTDv!vAK0? z0w#Gi_SYY}V;V|KYjnV6fO;s4-OYu+s{u#RUj%AMRO6T~YiW^T#=~gM8lZ$MZga6htPP`ws#Qcz={TBiA3?u6qB zKMpD~A0%Jc@N4S!_V(>#P~WDKS8h;a*Hd6QSaItd56>k{O;Y66AR-US@}%$D+gl1@ zQCV1pCOilH69)s_2&>hFGPyDViHVg`3w>CD_7Ka=~of|ho>yHjr)v50l68$G_8C@JA;tvh!7JvPMY87Hkdq>Adm=8$Tt;!Nrefwz=`%CzZ#k-*-0S)i} zZcdEGl80}*>MIKeXXmy$zrFa>)Q3FR3lvKGr}EK~dv_Wqb1w zzAsf!eSHK;l)aa z!C-Q^zZf)^1e~ceXI`M$dVf~O;+T*Awhg?sr$w&VK1`cw1G#T*(K5vT&%I02%((Wg zcDJ)(qWPig^4tDgsAn=VGD7ZK-QP)KkWL&-3ZK!5f8DmmnR}MNVS0i5hYWqGh(R@* zp2M#A=-FTPMxAy3KnZ0{cgi}D6P$gtk1xMJLB5VE7u(}m|28up20}>?r&n3+gv`In zAtT|`Z=pU0XDtn;)(>BA^m=2zi~isBU)P(rZ@CyaNBa8cYr5!A2U9oHzduY{Z2XpJs`XKbS?Ox(Sib@k<8FP<#ID{h zi@L0kXHi^Q+Q#TP90U^DbVrm;T$~p4Nb^5>FL&=gC}dz&UYl}}5VG&%djRfkp|9Zu z!fgtm!Ij}YwZ<~~`rtiJbRm!OU9Ej*AlzLyenZv`4ksAy73dSX8qd|0je{4gE|~%A zA8A>?m=@F&H%N7p~9)VXs(Rb5XZv^`Lx54n75SX|Lyy!n;56tDV$${i( zta6=#66W}nlyIn*txCmP+j;P}x70tZyIc23hb^oC711Hdp>Uw8Vg~B>kJ+Bln>&=D z6jciaPj`3Yv7~oS#~7HpQ=>{?`GW=Rfm&bjLlE^TQ143cW&Vg9lW41<|E2r+m220p zhv>c3M@&PisRte0kN{{|OJZZB0tA&?b&$ATukCAAcJ?VZa(26=p?Boh3$8YTWk|@( zWUPGDHYNEnPuJ{xihwD7#S+vh2Y1*?&sa-Rf6bO>784U2s1J}w$ANYP&BF{?^jsN^ z1p3GN*N+#5@9%LU&2T&0j|L=BE_+opRz~j6@(@1e?=OS;sNrD~FkKQ1vHo^5WHF`n z36CG+Mt{8bdAr7WOwPom5f>|Lqc*S_9WlP;qdn*qL4Y_UCcn*V!+zT%=q%uLP$f93 z!J2-)j4J99Ij^h@SjSn;eal2T#AWf-yFaJ9fXelPi{9DWOKmdiCbj;Vx71?3^I741 zJGM7o19)cw%qu7!y;~E4Pu>lcrI++yKGxOMo&WW+v;gL%jqk!OPpI4NEe&_L55=ZE zKu`q-d`}a32%1M36oU9I8=Fq=xlC1M<)L@Zg;xY?li}s|?h&THCm6=Ci2}H!3W6WjPEb<9LV~|ZE%FItNs^yFy@D*8 zw@j9qwK+(@;IhZ(_VyfnCa=JK|9}=h3Q9=^GUIAD9!g3u)07yH8!Adl?^?6!o!O^$ z17(&r!f8cSRZq}W9~#6L;{hU5l16+f_b>IqD1DTYe8X%dR_Ly|F%(&qxtKNc4m5>Nfm9kiFbWVv5DXWy#91{aJBzT6 zZZN(yJfpC>TB>@f;!C@Ya2Hs^`O<&`UYL*81w!7mB0lVSdPSz_{am)!Bq2RC&@keo zp%=Cx7;$Z5{L$A(V^R;pHt$I=Y##2dUI(OO^h!Tn+?k0H&LKY=jR*ex>&P$;46PCme!F1W#pKM$suj|gI46ct7ILkVYivHT9h z$(&R(pGXMCDcHVFgVNW_N4x#?5%Vq1o>hAXz+~n?v@h|KO)eBgRBbtYzNaOU>Jw}M z5({^C_e~hjdJP^3NeV;;uP`z)QhuKUo>&Dl4{FG>)E&)|gBy7&?siis;Tx~@$p}Bn z%qp_BSjH;>Q0gA?<>=45`Ysqxy71Ec;O^S+g@cp5!Ch19@g25#%=_c`({57Dl`uq8 z)OAuh9Z8|(`*6K}$LT{{7$@g;mUlQA zv)omXqLmLDT3~H*Af^~CEFz-hZ*tPQ9$>#6eA*_!=Er1OT2EKG+jPGuJ^|e9WbcxO-jrTiWuuhoC-fi)Ap>4 z)WCGJ3GH;D8CyO-#>!36X8&AZ#VP#vD!{RgbLsUaxX`tE!c#99#j}4U#=VIN3g6$K>z+w9*McJAypbBuo;d$acBJ*f!|~YI z=tXQv{1$JHl!V2)DKI#wTsA!sVx? z;Le>B7f&tFd`e^T2dq#c+(k6Ac=GTKQLEv$vxS34O{P=*fd>*2m=|8yzuF35g+;7j z%t}-5-o4xI^seW+wk-9&DG|eWxXpHG4W6rJckkTE0WWedIXhb$4clHGC=YS^u&x5x z6vT)6xRp=k{G|NAP`q)SQlS^Sd!_>ndEM{FrJXSF8Hs&zLc*nbF!pR&-+4=_f}^6N zn@euKy{p&0E$%!jBL%hYA@y?;1SSu)<#sqsp}@a!hStoBmEWi$6xUi_`K<+q?r00d zfsxvVLjDCbbJB6Jg0spW76|gDXJCMziWY@AHRkn$s5Q&^Kv@~VIJ>`V6RgfpWa%XD z+319x@>(iyyVDv&*H~YFufH!C~8`~ML+&%;Al zP9q0Pvw1z(KDU9}W~Q%C(>)8?v#_F~qHK?VLQ^Q*8s?U|K_m+Ih|JSWdqs8m?`^2R z@BWTV7vPM5mhu*EJI;4pOeHUtl)0 zIt<~y(q8ehv@TuX{d8jdGLzSM(D;~rUok5NsS^CuT9{u8=p{Fn$7M9z=NFIE(f&qc z1i~24O8u7YFU2V;2p!G{1}wNQSD6TaZQpFfXQsIJ*ItN$I{;tS?#>;ZnNJcs5?8sX zj9&G{$7vNVa$;{8alP!-00V=G=TP4SSi(Ngy13O1E`c%z-8W>+zRT_Ly?yiM)X*L3 zmN+}8(yY48_%dir*U zi})XRVc@tbt*P6!b`JoW%#Tx3@sG&3vA&}L%gf8B0uT4bj>4DT&25!~b9{oLSJz)y zHk(j(&kr?G`tz!PaltuY@1{%I&~m~4{sSLSY)X}T0Y|GxxI_EDQ|mb}Z=A>K#w&)L zY92u=3tCqh0BV%0tAUoBEc2dA1D9^yy2YV>`VmZ7cB)yv=mWP$v69f_Ay`g!P;qFU zI)o6`SQ&ljjq@pq8=rex|Hh4+vNDRWFz(-s@DPZS zfG=Z@Fklfv_iF*yA)cgjajW*Hhnt(lSe+m0Y~*n9=Gun*(T04Zqzq;awWq1ypAocP z+52f<8rET}1Q-xm(GQ@0u=4&g=b_1|bt_2()1dtAj`XlUe>@lfURF5(jl}8*<^=kV z|KSkD|Mh+@t2vqHdOWxnPdma>e`=~0f##S zAG}5SN=%~>jWM?K%@YNxar=Sh0DV0Pj0OrpU(?YEG~b`3#fsR*{Nt*u*l{2Y#A15| z!+y=2p8-sM&(xy*U1Ml$oc`v0MET0j(e}|HGiq;h=FAxuPEK6Z>Zz-LGP06~8bQ^3hkUk&6_iHeEY$g6f;Ls;P*|d4q?~Rx_zOJZnS$Ljm1(w(lTq;C}+SuCu z^OOAk-L4G%HXGrI+-QNO5OTSQ-j@c52_Z@oWxD?`@yB8=vH0NF-M8WUj$m*9433VH zVZ7j-6q&F=#QMBJ549m#2>3r&Pz!fg*y$As^yXL^P+|j+8nnc;0xiF1zLbN|A+~Gb zwM9zM|DOH?4o8!9oNRbWiNJ%Yvttba0JrjEcz+u918Ir+iJ?|1 zqkh|_4nN-zqDj@(S?}O7OwY`0on`?rdfY$jTvsn@JN7))EDFp&c4h|psl9q9%G~p* z|Glvfljk@t%W#F-*iCKVPh19XrCLIEqKj0fCA;3x(9nfjpOekzY_?ZMs#dBO+5Rwo z_bdbVqS)v)p2+QQEwF~z$;rtl+pfSVfGa@#8;)?H_Zy`D{V2M2+_~j%o4nQX&$nKX zCh7Z@_uRRLcl8I3$F00#8KuX;CvPGaRAyA-_%T{pB4E<-mRK11=`oYx=xN ze)?OpA;=Bn++h>|50NoSg+faw-2T(JpWj9On( zQWCW{J3QF)l@$#qXD-=!a)La&xVSie29zvZX3dBJ02S15dxdP;-S((qM6TmH zq{~cf^_#anb*_tSZB@a1CO0xy&M5&#ABH<0rxZfMp%uKlgx8vd+EbS~MYsdL7YDUs46z0P+v={*+(>H0$%c$PnPq+TjAPQ{9d&%7PIec2SCW%-b;i zDXAQWpWEENy)DH}_VA>_-}^6Sr3u=gDbQL^_Td?ny$Kf`5iT5a3cf7rr~UuD&YlRu zXCjE~mPrGL8iW)#VD3%s?BS!!;M74Qtcwl<6ejvcM&25_dng~&zn&SjLIV5^GG@gf z>vQ8eGY=0B_M*d+UpI`_&BQ0>cPhGm{0IeSA+NZYL}7aGRaKS5l3z}^0(E@SDzt|J ze=e_uesS(W1-(1fg~QJCjn*0c_2Q8+KNHQU=8TPP2+7yKw@EM zKZ$H{%ks%7LQiJ!FPNR)on?x{2mbQPXii#wuCdTXQPFWgOAY2ny9N#;)zlzz$MF@E z2@Brkd5p!%@O!Md69dZobr`Oq1izNkscHfbkRkUSm3nw_86f3-$oOnUAHLR1j@m(8 z*baa^sb_EBQX|f*uhcvaY}vSAzz*?wUS6DYmix#su74HzZUJ|4pwjUy5Oh(1l!XV{ zU}$$>_Tgq>x|WVM@*^3f+z1e;E3@wx*k3e1I!;*vgT&pUXKZTv2$?3(5njM?pldS; z30Pz$XjyADV+UlgV@=>pxB|X-=>8TT3+w?}3}W8F;b}$M5Oy!@4I+#yokpTQf7W0C z%UoQhFYW&d&?JJ$W`0|GOF!QdqZfdk2^tl;+ zy1E)Q*|Pi?MGf-JqW{V`3|5BAtQhG6t~v_R{H;IQlLtZ$A1&$-HhdBsFwLsfJBZ8N z+S>Bk>{4xpW7=IzNK1<>_1}7lx>lh@011rHfWM2BQkA_LTFwi&!!4otFi|>_Ykp))GrETF-m)kgV`Y;^cbpi zWbNw%xDYz>Fnv#)2ADwvqY(B&8G~mpIy8W7GVMsI@xp?mBEv+U1x=-v#_E{^cD|TT zR#XZAhmS5tmiH_jda|?PPA#v$%bl%!)wjq+kJ_z43L?A1SRJGIh#M6!2_ZX@0h@Wu z6X5wBn-sV+Q-}e8fZiCVTRmX3O9VkE!~y#Ox#?{`-`cMO`FCQm|2Tezb}hHAPHtlH z=iRrH(EqRjnAnHlJ1|RouC(yK8xH>VO$!qHgr3!DLujs~vA^z**f3lOr1xEcPC!@W z-H6B8W40OvBs+I^wn_sS5ibs(~>;{PHHK(Fln+_$PQsh;g3 zeZq@RNg)-y8E7zU-;jR!*(%ZW=Ma*b)*Fs?D+TS0$#8>WfpL- zWg(A34@hcJlt^N+_;qJrU-((4D%ROU5nKujl~ z0oe2lkc*F+vmx@P{2q96+@j&6u!nm9g*1G zhlk4ni*~(G>$1MS{(#M|yKSY94d>(lUx7K7DA3A`dJQAsk-*538-D>85$ZZ zARY-HJ?AzsamDqAz`}82B9Ln35Py?_I4-MWN%gPu=oUbBqa65)Yv9`{5(EK9M?RP3 zD^RzQxtdc|g+;1}j7cT};z8{dF~G+RyEK!Y6A)-cER)HD^^acD396@=HXuT@2B32a zOgujz=MZ!e08-g0M!xE0301JQwQZq)K@*LOTAy}4Q*xboY>-=A%s1auIkb#vG7q_1 z7m~F78q}4Ed#@gPe;~=DE=SW$R1P^UCQbD%xK%Bd)U1Ju&CAO>3DJd%KZk~pin50E z+9x8n$q-qG$}r%2t@cXv2w*qQ>}SZVN(H9x8IWE{6}Sw|XMrIJLAwnsn|(`0)+ZaF z3%!6HUk5Eo58&`4YEG(mzfpS@^i~T{4Pmf9OxCS2jR=>3LJoC&xm6w63aWw^g(RK` z-y#B>w+<(Es&oS!p(&stq|JPn#bOwxX;3`~upwQcr&VaroEb;a3UKME0OyZGqG<4l zQyVHHfpkx_)hMi)sa8ysAAJ8>UEj}w`mqm96)A>)Z|A~f**2zZly7MJXXuH~*EWF&mb0BG?< z!gbP)hw~%Eq0jx7=qd;7^zN literal 0 HcmV?d00001 diff --git a/_images/da3879ba205a542f26d5fd9f4a679b4d53b027cfc4b51ce568bd24f0384949b6.png b/_images/da3879ba205a542f26d5fd9f4a679b4d53b027cfc4b51ce568bd24f0384949b6.png new file mode 100644 index 0000000000000000000000000000000000000000..577869ff2854cce9e1b20696bc528609ebc99ddc GIT binary patch literal 183556 zcmdqJc{tVW*EYT-N+@M2g{YJ{G8Cdjnve*Yhh(1TStuejB0^E-Au?}l%BC`B%D6?y zxXl~e@UF}K{k`w~JkRg{_c-2t+;?>-+x}eFy4E_^d7kTfa$7}-ejnRD3|};fHg<8av3IetG&$~O=HzT?Z+A{e zQb<(bxP^<0gR_*du2hh77zzyLy251* zkGInU?mkRrTYKhOnpXyFBr0D7AKDen6L{vh1e1c|e8pErtcM%kE6tpuEooWc*X4uQ zRELczp@yDs8rNIj?jvChs;{Wg+{W0QFInf0WXFWU$7rL1gw3%}cY zdrW+ciPR>$y1IG{J>26^&+fk3q+90nG1>65dCP2}TTqVl>C<~+^qgp9*Z#azvBnCT zzjeGCPw45|id57u6AVuN@L~7!=g)6vXsnV6+k+3*7F*;D+lZ^H9;JG@DpRV&!OBWk z((C}XeUd(!Slp}6$In0Cp{{B?{VPB8>C<49v@3dg$9PoUhL#Zgu=+$#6_rSnf!wmO zxMre<x5Qz+4gJOb^48PToR3@YW!8~)`}-ZI#u2s0($W$> z`e8XgnP7&2fm1shVils|@1z`UCMG8KEjAl^Tvr|&)km@?3@|O9rDYMA zi(i2s$nm^bZgq%~?(kWR>cwS^C~W+IU5RN|_PxVm77SIZ!?cN)7%@Xt5C?=oYC znx%<0MK+f&Q&eqldE*OTyg1~ux!kSafgNd|?939eXgw}7S52v1V#l7DnK|TCc3Vd$ zY_uW9wC?E<^cip5yotqTDbyz6j@q%SK(8zv9W!!C&*UJeWCr<*jPK(6dyIGbFl6C z2hA+UKHCxs3z-!UVkN1(3<3;Z9UMw01@HU$$)>6#?86TDos3JdGy2>!H($?5R&M$6 z<4bRmHMVf(ZkFcnAN+Z>zrTiH3lmnnR(i}u%$twF8oIb^rH5#Leh@*D|3P#5ZGgJU zg^!&J#EQlJG8|EarM1Oz_v_n{N}isc=i!UJK34a?KBix7Fx>ib{6gEoE_J_~_GP2d z0rk>Nl}kTwmTqs6DVwq6S?v5slw5JCjiMq|>a90{adC0`mtTf@6;I`2_e&-0$IP|( zZ+%uW_u@i(np`c$o@3OVt3SBiP(T+|AJp5cv$52!x{BK-%MsNT$RuKYvSPTG#*O_L zkA?52nOQGEcwzG;mGWBTwkzVM^%VzX`UMfVAu^IEdN7qc-kwp-4W+;u;@ zImHJ{#$h87PgtU1rRq_$kf?JZwM9F^o-sekh1iO1L*^H!X{zkor-VF<%lB}pw8Nyk!ElOka|yc>x9 zW$KRV3N9{U2L79_A3l5-dLP2^1>$5k<_sU-mzS!tPfo*+-J5eny!&yBrc^O}S@3-FaU)(G2oN z5c`9cM*&=3|UOuhrUXey!o5nxMgMmT>&h z-G}6dnj{IejH)tiuI#e%I=z}vySaADlBdrRt+P7AKHiMs=HuIkIcwE%CcV?D-?`=D zpeVs-ksi`){SiWkEs8+MJA2=W9Oqs@@26^u5fqD4J$3BlFt=zx3RvHY^KzN6R(Wro?Id;}!3<>(?K)S^Os% zsz}d>$&jZ%hn+qYhaHQvX7c^^{rmisb2|Ydem`b)G{(?j9?yD$i;LoF%0WtMy6R05 zA!=b^L6Z;#Pi->Uk#X(XwE)PhkSNjNr=n%4o^dNF)r0+e&=mJb#I)`>ER9YM3(rd$ zU-AmR(6W7Qri4)3I}1rT+_F9Oy*;7o?3-JyRz;zak#)RjZv&M$JU@IL*)!8uav)1H zXQ4`V^N%#Jf13d(e3Mm41bX<87j)(wg5MH{xIfoVM!wqHxG}rM-0u8|E!dC63fS zVLW*BC~c)d)So~1ZzV`EC;4xAhEH{GU}F;#_rG)O!x5{<&z?W0NNEd&Lbb7+=Z`OU zozj_EggWIoQ`F5ZF3wCHL;=O2bR<$baIkB8b>u+5&tlVIDVH-}zJ7h*X2HP05&8Z~ z$S~A^I!^zMgMYB&L_DkE($;q4xfYwnNDo3jogst~zRKnImq$6Xa&fzJ)DMf8 z?EdoQ3&W8kPrkoAZ94knwXIO!#^)oV_xA?WkyhiZb1yqN6}ZcthwOPiK?UP4>nI7? zCiu}KE(r-1#?vab5SI*}BF;6RzmlILK2FwcE0kNC%*s3KIIK`xTMMgU{Ogmk$MBQW z@_xI7q@|C(e*Jo|8xDAZ`^oq#1Dt?QpU%>; ziR~>J^x|Kc9hlPEDrgW=uMjqb6JPB$H92V{5zkCMLP!hP&n^}G=A5}nbpQnf$tRth z!?Hf-x7J$x-8_E`+$NE$oSdBIzMY6N`t$91Xhg&#sKx*TMBr@rkOtfZh1^dTPmR?J zYw0;sVTRI@{JyM>Cq@1Gr5)S!;OSwJUEA$dM$tX z^Zn)g_tQy*WswsT6An@drKCacgRHE3U?-QBTyOzxk?hiEP3!2ECffJF4yviC9lq!# zHrDtiWi@g4&*z)BZU(Li(%*+VUJ4~d#Anq3fWj9Wi4zwuvO{=PuP;yab;c;iOL%VQ zwNGrU(7F$Lo<2Fza%D=mYE@puzo)<~tee%)C!e(4*47rb4yW$f>(|UqoYEubv@5;D zb4!Q!eMn3DdSCQ%N?Wy6kqK-?>;>mk!WI#>NOL+|hs|D6SXfnU7Sab@xoT64wO9E# zV5a&b=5HT<`*tljB*YXFsmD}K$u8N^!++iH50tx}2kd2h_Ampa;?K=ewEII+@FV4y zBy4^Kpt>Hk=fGpU$wR!!~w0 zQgmmgzCAyo=;)a5{-(GqXJSz=-{g_WdiK4~6-2cgH^SV@Rni!lnVJ23v-0v-jg5^5 zop^b9zl_Wm>XZ;&2)I;R&;C-!u!*UzoJDKGj9YkY>|y&i>FH;FJDd;Pe&!>#twPm1 z8*gne%elQ80*7e1Z#KTTGBcCUvFo0BQTgEbTj$91%*+Mrv^Dp9L!6%pfF^DsAt57n zzSlP@Ahs#U2E zos&7^a18B>e9X)~o;^$#wizqXFbug&V`&`9zeQ2vm5}{UE(cK;tr|e}ZqJ!DkN1~= z&|^vRThBPl7C|v34PSoL^ng)4O~p39Qj*})o)-lNxI9_UxeCV&DL1!twtPxw!$;-( z@7-#;x<~s%7UY(fmrWo!m_QyxkKniHOR|J^<9e&>o<-dfr_mppq-C~9i|jJQBULqpLZCYOpC+PrmWE!`%EQ~MU^j%WBwmJ2*We8xjy|XUu zfdj12XDkbiV1?tvEbmlrHNgX`&Gwil(R&T}kc@LSsc*eKuh!Ao$s0`?FoYkZ??)i1 zt6sdjw{5{u-x-#17)pobvhRzN*JW0Rg8T?KxnAKs(-Pd`&O_DNj3&URiYJEK8xqT> zgdBhHrWO85)3qzZdvEmiLq$1$i$^_vYVqey;Wfd&wvp6|3K__bbDA-@;V}MPeuh^r zxXo=wSXIesW_6luZ*AtxT620&=Lc-sw-DW(VTFw23G6#KXY!5I#nLgSG6hS^3~e~e z+=rjX#qmwMVUumlcX!XizDWr065C9G3YBBvu}kMbuG#(jg*|oR-FhS4{sak~^`oNq zLx(R~Sy(VY%HQX;Y2Y)jsEEz0Sh&&Jz;pU^`1<;K0MXyN->&4^ty@c7rebW0%E}SX z%{r7ier$MS@?D$%yV(9X>p36#OeFt z%wp@61D@lqVxFF;+ABHc@ME|tiEx{hkX6baN_FIy;i`=6J}X zM^B(dR6P1#?>OxPLmBUtX$ILh#REpqSYjbl9wWLmXB%d@soM z$fKtYO3%$*vGyOXeG(?MGSfGnK!SCkx&ETpM(f2%l+c0;4Qwrmez@-`QL=0u1(;eu zrol}Q)CK%ebtd-)2M0@#FWB{;|Lullc75yCYk4^@&Hij^&PWub6MJu3Rw24f`j_8N z0t(BqNISQ3PLM{t)D6%R^`@Wl8_`on@7|wk>Q>9qq)ls|(5kbM;P16qA6)e_d`x#_ zxMUjec-k4pAAYIlWP>1u@ctzUojCCo`?h{W?N}b`r<=?JP?CC@gc{Qbb_uc?GKxd`jVO4bAU2X(MckvSL2DM)=8e$ zHR7;P6;IytV!HLb{c-W$0H!L;T%`2BN$%Mpanwi?4m#h)CL}cYm;vgVn3@8nri0T- zVR7uX*Y_8vAcL~oHmfeW1Z8Aoc#J2we{vkTYBNyI3>{#xiA+(BZb@+*cc!2>Y4(v$ zP94-^)ogt%N-kf@#uKy7EG~B&@*8YJ()IwzRGF8Ol7ce0X?v>jDgX(ljB}q03Yd6D zpd4jft32mAsez!?uPR?@%{+q$2r%`wF4*v#YmeGDDxZXgR$J#)K3<;c9sz*=6*!@% z6qM8+C^2trEvVN*Eb$z<(A)2bKBZj6YO$cY?AzHSK@7$iWJss<;N^+8YE#zMH{so`9G?8f><_z2UzMYLGA8F_$z@l&m@bTYq(aQgk# zN?j}Lx)UpbP%QcvfG@L5)}d{CsE>8~4FzHs=2pCf^8COm(SLhNE5^ROWTHK-q{mMS zI@=obS?P~T3_Vxkm`{~LAwCbu+`HjpYN`nU>t7X~=VaIao>(Fh2-5az3!{S~Ji9Wo zvlZ^$JA(Qs)Di2J*x{ka%{UyATwKh;ubF*Yz@6Yr;=S|j)TvX(=uKeR5LbgB3mkI1 z8#L&q_zf}<$B8zCh}({Y>b3vnY1NhHMGqO&ZR>bvZEQeSKe#Qas@Q#q@ah=^<0;J0 zizPmA$IG{r4b8%Z<#P!`N@Ogw{Xc4`p znXUa0p3?}L!7$Ma7cM+INrM_I3A_GK_#Fcj+u$0obYZrqG*HZZzyAfTATR*Ku*TJY z+fta#d`NiqeB-aw70X?^gWY_u_n|tP*69yWlJCwv1CQU2RsquF`)zumB-lE&Jm`7O zym@Js|1KYMZsm#&vEuP#YTTw00yTz|n34J@QmX!Ivm=uI4nf22h=bD3H=#oD)n|_z zz}mlpzZ!5+Ps=&iy0s~bvFR^8=seb_*5N+-TFV3<#{8?;_Glt>UU-QT&&3Cb*b-bB zy=K#`sHlixQ~$dO%lE6)@dV^S4m`0XPTZOaCu!Z4t@c5m1KO;rwXvf%gevxi7-6mH zmzdQVM#?hac0O6Q^Y|>aDIvP@oo1Grx_S__B3=y^Vr>18yAcNW+gdZn+ebn!dqpMX zFW0X33HR}mDO=qmT2?Q^n=f`+m!>%JUxk*84_Xp)Rx3B5iJODUM>P;LMz)EnPdS`* z&_agCip{?GI->2~m6z*?RPr+GIRlUj>#k}jL`e%esyq1`h#72(mo$Yg#RI53W6?Ji zi$HfyDIej#en<$n;Y5^)X&5azAjHqFzCoRc(kOch)g29u-Eh*pXUpobepU5mK(5^J zao;u3S0cG+f^&H-G07?hD?JMRVbB|7) ziqQ)M;?5Z26CG{{viIq@weeq2|IL$pHJ{5m&kfbA0#B9?8(6V679X})3S>f|^haym z`}gV|Qtmkm9TXxw&>1^wU-ABY*Mf(PU&d-5nLNB`Cdc`(x+y~*I zm@MBkK5(v1<14l&E(~kuOYEgDWG`}Mby}2uc9-wKq!q3hN{D&+G9}hrjBRuM z_Pu+&FJ8RR*{HB9pWq?7gyV-}G=GdbJwcfpowMPf1F{VF?%fltvVZv2e`{@U9dgEi zRgZ07G4Hx3@SFT& zGJxyD)~Y6|<;%#&0<_CrGLjpCS7aurXLYj8ZSL&^e6jhHMI~NB@Pm{NIj678In87+ zn1*p9+W+?>RwlDSZ{kH_MSs5@{-t?U16iogXZy2Fk0`$467D@@Ae(vj^b@MNt}Zwt zxo0i=kR9#8@)Qy(MB?-7GMG_EKdX>0D>*0QZFp_vZEIHZLCfvMoIt z&oMxfBtq!ZPi$IbQQa#zh@@4ZZEB163ne#i+`F%}$B6lZeLyi77PbzwL`x z%!yu&T$F%3G7r387^I^${aTx-(ex#m%o#C&1_f6r-jxj2(w07QT zVZ+%Nr<zt&T`eE?_4XG+J?27)4@`N~q3=V!E_F4N*HmMDuGz0x^2 z6sME3f_30lFnw0)sq+pn+wSZv&)#b(ZRxABYksV9YkwGVqrSp(VgyYVL7fk=lD_Lp z0lpq{HG6b7D#lup@?v9Ny*dfX3NI>8Y6b>_!`@8U2un@bvGsjCRWjffpDe6Akr}s| zO1z<>vO?bSl;Kbe6HQQIom=cHu}@0QEe^DPSm&`=nLaJ;_KGMm8$T=XiuOLD&{q@1 zaqlnXXzmeU3=`BXUZv^+reV{sq4#I6{Qv;C)L7Otf-}H6GMOO&f#10PlE-uW`iqnM z_U)@!yc)swah2YBYi)ZmXP@}0+3=99KJl+ z!FDSP1rcvG;^5TLw^G2MS1vAjRdTy7zT#D9+N6CYQ6S#bM^8&j>v3!f z>jwz~r^lILA}%wnhnx=ZW{0ZADQ2}kv4nL2cEewE3$ z7CT-g%##HbOfdx)3Euy7v3~3-v^}r<>_Ig8RpxveNiFnfKz~pW1}7dpdgNy*1}JRMk8F!yP@Yf|6%}=WNAXVU?(QA|h*A4m%izgirT2+b zr>L~_U74#k7H%r?Rq%X%&?K**5KLNz6f9!hC4kyA^h4qB&LcJ+3g3I&5ey>T6|ph; zZbzW=Np1vMEyn|ap7l;B@R#vZjg7Z(q96xA(U*Wk*w@)ztmiY22a;@|$}TZFYi(PQ zE!1|D29N`F?%=8us zcD2Q&7CK;ni5xU316+!C1BC_Yy?j63LT0kfFwgN zFRyAQGr@`Oyd*;5*s@NJW-T6Hbe=PSo7p&hm+jF2C$fd=df6DLR6&SJ9UUDVv;=NB z$#><*p+kqHG~As*3)HHp0`Rn1CD|lrjtOJZxn#;$&r={U0$l_}YizMC^!0HS~>T=_p^D_@UmrELh7}$3F*ADuHx`9Xhl)Zx;8PO2LgiOfb!HdHiBBp&KYn- zcaFzWF_2>u zfd3xnja0qz`pugoXFGkoyvm15iaf1c4F!E!dxxk!iaaK{HtR0CwK@_| zAKBzDyh0=#NNev|IND0_p2OX(jwsn0`?%Xe%*#+xPV*lanV9pnrU-DF*ETghTQKxg zzo8(1g;E#_91L%r`mb_Ve#p=9EK^pzp)7xQDZGRVGSY46zl@Eg5R0T;fSUC?(R=nX z5RdanCceVzlA~!|J<$~8-PGC9QJ9sGI)4E(1m^?~+-K;A4<~U>YinyBsQZk;ZBPMQ zsIFIvVGD8wp|hHbRd0xO$w?{!b#@2@+`oT+2-WQK`!8Ah1O*CL%moszo3$V2R4%p~ z$SnOuD@M%~KNXh0)|=ct#e6vn+D%G8Yu}oi>)-@cv;+6}lSO#gEf|zfvl#s`-%9fq zj{9b26t}6nMbDi>yqt=?oOToCvnJQN;#vMyQqD&r8wMZCieX~q>&+~AQe#vd#?0>k zo!`2CER+0ketuf#@n$^KYlq2>7O62hs{TV2?Mpw=sYI;y!vv* z$K3}f$*S-2+{C9KN_Ks3!1n5MXnOV2N(Kzrdx(z#g#o62@A|F=poW3i;q`YmJsC zJ3Wxiz~&dQEz}@=4FLmMld2rgz{r?#hOjiSr0-71@4<|Y?=Rf)?$k5)rIv`NmmKss z0pJ;lL=}t8(kQpzzjsw$UcMUR;@qC5s?{Id<&x4`VAjyu+WPKH_rV&!7_dy}RJ0|3 zB+BcSTS;5n`}-^$x_b)?i%Z(t+FA7p>=*2;i20^xObcTK96pQ^_^8Xk;V=>q0K}Anh&1Gl|SAw zh8D7PbEPl;K@%Hdhfw#v6M)X!kZEH@&Gw=Grj%0l#0g3yjE9AX&w~m)427*0pmAnt zyjHXsS|bMeA;<$XRs+!c&$yH9J|QGjI@L!Kn#`55v}<^JF_4l3)V7`78S;q`h2Z&pD4S|%esHv%m4V22sAp}y< z%I6-yfWt=m&*&%@)W=J6M4HwW@=rZoibu_KAE*vZ79R}j%+eYOq!qfoF$*Fi^4!Fp zHI`2+87B{TZmo?&S^J|IGe0osBE_ByG;_u3a5yFaAlPx#lkK(vFA?lbw^bkX=|~^b zv6XIZKReU*eACazr((E>h@Tzf)5S6jcJ>t!+bx>b3_jSFx2^;1{|)7zM9l*V zR1lKufRbms`t&eGP)#c@g)Ag@h~uyT+vCcr9Il;yJR15%`nw@7ID(;M{o;kam!9)p z{&>eT>BlYb2wY8>=a`C)j$Rkk)zi!NV4rTkm9TuIF;?U&`44~V>W2*gQVziF9~Ts) z2W;@=?FDBYJz3C=#}mDCNl%K*8lr0+eCD+~RG=*Y0dOOJsw1wTpnzpud|T+vtyC6& z;a=|)4J}*q1lN&h`*>v^dkYJWYjKkH9DsQze0?E#fEG3TeUKkL|h zuB=zCA}7FR6OptMKXrJLB(BYVvBetXftO>dJ#KhqpMN4>yj-l5de!i$mEWPvPAld` zAJvV3x}|G1{c3s|8o{BVd;7hna!P^2qQC%={&hUbKN5gutG82$QB9!Ro^E;OBS&aJ zud4i}rmY?7x4FKSLju+J*|TS@!;b_?`XZpwgkm%pZ&C-f40xFxlaCMN?m;tK-M|W#kdg;L76^u7QQ0Y-7+**lmTQe&8HM~rGN7C6 zE6Fq20<6WX>PQjcj#B||0WbonTtie;s6H!vwZg0MHRM1&h=YhK#Z(XD!p zZqvV>P0<(opHPZac<>-q(yS34ZI*P;#oeLFz0dY1*4-XI1>ej6^NYk9oWoWCszRP# zH6;gdn=882PQd+GeHMyudc3gUgiH+}vr)Br2C)jU0IqqyF9+e3x}FWYQY#4RfNv+seMn}n5>)yCj9m_J-~Z(~pQRC-H-iz<0< z_PrcU0o`IcVEZOsNRXE%Qatnx4T+?IjLb}VV`Hv$5|Q()xJavqS_N+@H3mfSWbU(^ zf9o)W;slj6!#?2l(zCLzKpv77x9ElQap%q<7pVkE@n1ks8Gr8CW$E0MdSjkAzjbxWMJijjM8(lju7hZMlRPKuyFL^p zw>4MABEM=&TUJ&^(f*b_0~!$A$Ev=?%)42~gZGx|DHYSgG6e?iVq#)4`rGm<3&=IMs_H9l@XN?fKp$J4{4<@ZGz2!7)!(P+RdFvVHhs-Y>_BWH2w>V^wd8JPY8)R- z9N{653P9x^${&HI^{hqfI}TQt$!r2K)k(RxJpbWNEAAC3t_h_sd2g$9wK#-?BQS{0MpelVSB5@#1E7@Bv10sHq*JJIcUwZ=hfMj@F(8d z#YSlehM9dPCMM5fV?!ayw@8oG*_I4EhF$<%THs;e58MU77&3LevgE*r^gPSWt~|pi zfKKd=j*f#aicKHENCr)Wrpzd)eSzh3cXf5cL4Iu{_Zpo=yrcS4+&H=0=WSMbxs(s= z^I$jF5+5gT0iRt>RPY0`UK>6#)RHLBD;QN}*FLx>5~&DXKSPT@uKiNfEw)j6D*SUW ztxJA_0R7LzroW~p3$kVrr=W9RP58!XDX8E7G%W0no|u%wP{44;k$3YZzn+{<1UWmb zqeBBX?=58oW{NP?3YGum##0G>?s*EfP4|07^mCkfk z0((j!$#pS&*s4fsh}2Xv1DU#6_))LE`@kqY!&5f#eIQuu^&8cJVpC<1R}YDZD5#~b z&Nyco2OmZGIa|BYS%k+Der~Vq>u3SO@aFSqPbdk4zCDnsD%-``A`Cy>Z%bC>DkA)p z?RVEj`UO+oBZgR6U#Xuze;O6(?6AXgE7zvYp^={%z?KYan?mHoO4=tHUIe~K-KHMW z+~u@xA1F#-0|KJ>;kgzWMx^PRYym<`Ufo)ceC-Kn%zIln`1Y}zfTGXXWⅇn^kkz zkbRRb&fYq}Kkm!=x|e-xwzzugEwy8W?J2|UJI8e0>XhZ}N{*_^%m)*e#(MT(M!ko# zDkUEzcui)6<+B2RX$~o=F|WVEbCJo^DS}O$ZzwjLeI_ao1TC_!icm}gvC`7(MOk5? zhRBwVhes)aQ4b_V%j#k&uYNI?zqj$~7INDgpA9EhLCfJtxf&4&W*ILpsaf!#X?Aa4 zgJWi&)}C=KzW46PO-7{fsj)I}?RvM`hfs(8cyodY7&V4LHDyXm^vX=mzVY$Up8dye zcf`DXo4unT(||PvByObiDQIiQn)vDH#JTrC-?#Vr3#LUdu(ITv;P>VGlHKxMChnjn zLQ!NJEI=BC{>zn}=Sg=>-d4V({nAo;Unx54o+ zfc?itPyzH9;>DkU3>1d`2W~zTawy*q1We`ka)Dp?QICygBb1Ifr2XI_An=es&uq;{ z`JWl9udUr1Ro^})aTas~yc6JEZ(4@u6nbhu`hfe4TP_j?pRO{B( z*Yl70qw{Q5V$(BR5`j2T-kJ$?(8HiUFJ$ox3%A(E+pT+pa@6aS6!aQ!;iMZu?<|3WD;QbSnan`Z z-l^kAzM6*v6%In~jznje@1sjl}1KioaJ zdbg%kWh$G>PVg`AvYls-F@x$ik7W!9;eq|F1$}r&2b3hQ)pega&%9FcS#6mS_T5XrkawH zU!KksKgL*$4G%gjSFueGH}VQOLTcq3Q&Lg_0KyZ@kPO0Mx&|N4cNA?Vw3M}oE701e zJRmbmD5OUln_@d1`9Yz^}NoVR~eEs=!0u&zEp zM%VZ({ez_`UCx)X{2Y%)r z3n1Ph4FWWsObwbE8lgbPzUxK|o`$BTR}86=p|gtsX}!IxUO0G8?zx>`&F53VO@=Yv z!kEC846Z@C^sauV`3~neQpYRQtf8T?s(;vGT^II-fqNC%YxErP%zn$rP$(E}pJhj& zHBk2Vs+2YIW#qXv$DajG(CgQ)#}l1Dm2;Ou7mEj+9JEf?{`058-Mg<%)<9W+^3zS^ zjwBk&%LkfxTN=~@B@(QeMZYfHey2706tcIw-@E=Ic)(7p(GV27lU z&q5e3HNP~wcPmaTqsi5hv|5@&@%h?~k2B`evA!^p4)-f791K(`tqY?f|t4LJbsNuiLIT zP;e&cr}i$A6$U50h|q%FW@YyZ&h&>{IymFVm@YOM`n?O+R8_TZy)-*g zAaLcy$;LP5l%8*W?*{ipl>f#Er)_awo5dUm1bh6+eFS-;&mKXY!t_p83|l)9oYInE z^IY5~PUQQnIVn!oMSlRh2J+5o$Uw+Ta(MoEE>ZtoEkmOekSFSNi+h@(hl3`HnrQv< zJ5xvX5&#arp!brh-Kc;I=$Cg0(?8Ecj0jX=jStyRo<6Mwr_9k$K7M|F@xF_lGUE4N zuA~O<4nXr4clL@qolc!m|md7e^}Ij1i)@vT4Z`eb5;Dt{4mM7V^g_Yatn# zexjrh4^L{R?-Ekt;oPS*i9AC&yz%XY&z++0C%^e|ViJ8A&WH9_PV2QMB&2ntFFx`FHmp817m=s&#N~JI5;T`3a?A zD0ViETb|z{8daO@-%yC$Grsm;{ssoW?xz`epU? zg&sV?M5r7~@>Yt9hhUnAa>#Y!L`tVw$N|nsd^l@~l-)h|zfTFov60`@6FBtLGc;g?;cR>p08v&nC4^W>*m>IX46Yg)Opw`w{kImAAkIS!@|0j=4w=gU z&hQK!|J`IM#)h0uP~B^Q;5zFtbP1>@w5vYK`N`gHejSO&j3{imfiGS!9*#3{K0^C4O4Jcqoz~Th^3jc*hMb(1}i}uF^ z41I?sY+?xuXnhcn>4#t7D~G{1ee$}zw)SD_0~}A$Aw-j6$k_8v=!G^uMd87c^Cp3mUlT0eHIstC4_?|!3eC=piKo{O@W~qG+N;J{Zz~l zH~_!Gu-35!d<(ok7Z+Cz*$asJ!R?sWuZ`!2@nH*qH)%5m^G)mdgzkF*A>uABDtZVx zyr9i@1dAUO0WO$}f##$J-stJQ&kr6Ia@5CxsNm|(de-a*({#`0J>Zo+do}Xd#K0^X zaDgu(iy5ciDp#S7ZPxPY;4uft2_;8-%E6WZqXCbw#HyoL9@9O9HP_5ibaE2ii7}m` z%+7ZPN-pRC5g>rZ)t-S`~5mpu*?s>#P0$5#&CV9vRMn*9` zMR5S_bqzH3!GNP-w&ZeJ`+IldU@6q3eAg+>e#d%tikO+n&0FA|f;kE#VUSAgVH5yu zI4nBOZ_@!RJI1i2$oAB?Axm|LnfVbc)o&0&zrevY5`AMN#)e4!e(Y5G;h#k<}Ehq4Tq?WrxK_>kl9O0CbuFM8W@#2iI*78f`=% zbNF#7A{y-9*6}peKcfl&60pd-a+fDGCG%k57(#Ckrv%1qfOXS`a>#HqS^#2Yy0CZ` zGDAWF4F!+YaB94rJapu6te`0eRX4QH4offXHeC%f1V2A+?(N7!d^5lRm>W0&Pje6k zFldEJF-Y7lrKdY8L5F-#U|bG@K_lX7WQtN$9fV;xeAk)CAgC0nhuez*=7Exp7GNF* zB!{v;H=_YoaE)eb@}mh|;LVS~$N>!OnsirKvUju*h`>C1Y!iMq1^$Eb&Se0U#7bXQ z@XyT1xD1T5yMr@KZoqlsaCVH98hf~hqZ;@KD$M^kY0-3%J2@8-ihst&c43A`M$|Mk zI^c^^qFb9p{}E^;m#X~!z7LuEWg1n4ts0XINB}ERSiE{@q$Ui-LPUXkm>L5TFl#AL z;n*^*oe#p4eIlCWMQGqT_gOuABYKO96VVTgOzY*g<_{1Rzkn`O{ou2!a}=pkQoppiy&k=8r#E0 z85wDShSOl0ivoirMBtkK8A@gU>@<4ArmvVDcC`lLBIWQNdmudYwOEEM>bdO? z)vSpBuHeqkapg>XbaL_m{A)|cTP0AFQ0I9$B1B0k3Ry1UTVZYyTnnqfMPjix6*{P5 zSzbi4LZ-a)l)bYbYMr#0n_zX}GneW7zL{$(Dp$?SPC-3-o{+%4pk4LPCRMKfVN;Ww z0>-0y0-_c%0f)7vsnNm?GToEgTw-*a?eBq2;O4f%MMs*U7To3hr>iakUO>=++nMH_ z<5PL+t{t8)QkE|FpzCL#1A&!13=grFmi7vo?x~o+iXI#i%Eauf8mlJ|@^H{F7^p&e zlBCC>q3N68(+q;v_3yG5loKg;=okHASDvp-Rwhleqy>l zJoC<<{`1S3Yd%i@WB&Y~ZTru!R8Riz48i|D^C4X0kn-!lIc12(6`|z8egpDjM3l4> zN<$qP>S(wv93P0vBOD>W<+1@gRe9Kx2bIwj6J8x;7*34!(dP zz;g7N)4;pEyOS~3rE6b=Me)m>JVMi=Rlee52ImNlGcBMRP-MbDWj6&@cg7B-fb`Sq zG+YYq?t!6^e&86Y0Vw(&92^aTCC6d966mzA;IEE?fg)ol(h%NX!A6d<_2G!Cs9-=3 zwsnyOF`2DPvsMY_%*Ybp)w+Dgn5^l zxer*58W;){0eAab7^Xu`aTWpXfDHAtVQ7R7WLAzLxV|wiw_O9``X{gDNeRLfFaifb zX|}Ig;{l#w{aNo0B9$7P^Z97qqJ^YNJ(o5`$Rl;owC=k8Vh)lYvg#o4C}Q^G)w5o7 zGsNWl?t^Nl&%>Y>%mp(_yU%LeN|JWZ#T*CWfQBoW0ZDoQF^AzB2Sq=A{0Ml>;QoUL zUTHbN$6*-2kNz>aYI4%*d2}>Swr19+z8PQyfo&JYgd%&b+6ok6R!l9h61~&@`uYjr zz&Qv4_F@-*Fav<1Lzr4v+vx;1NG*FY!{Fh(+c6I=j(r&9ySFXw{*ax0YhzT{{~%^J zM#QeaRI@=kK}E#r&$aj6Q&bpq8w2$K3p%T9^I_xs`tDVC3=M^Wu~GzT^b9ZWyo#`} zFe?mbnhaGxyj+4V8*nK!(z(Vx`3dYk**Zo0kn{j#7}Fw*=J8>wfe;ED9yTGeM?h6r zjz+@)u)&|ere^c&69r}t3M?hYuJkvxqVMnDzhk9b`7*Pz5cZ+4xRoyoCIMUlw6?o3 zFojVB`wveKB-vvS298h%)kyoo%@K#C-2`Me=B}Wz+iEDwG%vpg160ybLkdXn-@g`M zDb8zJ!5Bf10~+S6+FG}6OuQ(aZia*&F!8c(!)#h0pDL;dE)^qdH&Sw?4AE@vZBQy< zKJtWwM3?kMfS9PKLgsLL0?M|L%#iKXLMB|KU~-cYd9w)>@T8aka4RN;COZA#^&3@@ zUAvE&i!MVKAHXvi1C^Q6MT3Da4eI6n-j1b)9C*!18lVQWPaKv1F)ggeaV*C2lp94Ab~Y457I+05*`Jo|ifzR>viqxK0jcY0`UwjO>S zeGoPM7m&j3AqCKeh|=3+pc2 zEVu15O~7$NCHe|B0nFVZ^s=i_91#TtqL{fz|<6R(y@aLB90�MYc+!Q9WS5W6zoI2R#1??7GOiAdQ35huJzN{H`pzjzJsiCWw?>;HpMoZ|k9J zKIX!}3o8d3BDJu%sHUg)R56@|OGHF%zT1VH-HL#g1;D=vI292`fUG@WU^fL_9$hs7 zGqFXLMmc(Ahag9wO2}~Z=+q__yh0QhD59+30R?hA?%Cwdg*ZEfYq3Quu8R@_9?6X{ ze0@D7CJ9|%lx(^meot2UJ?}9G!W6rq&pZ{3_XUEdem%h>(dFlLFj+uzv!v?>r3DiJ zz4uOiqJ~Ti3~oIP0fqoNl{V^wY9<8Mzo?7eE8u|UAM5PulK*(8<{xcSyUM4`q^iwg z_uM%92Y9<$@GotyKPb|9{^ku0W)PK1!RbSZ9t`aO@i1N~U0Add$ea#$ zX23Ys95|+ip<36$9Rig5qg8fJSOmnU_&C3^uWrG88o%vLcbEZF5V41RgxR9ok7Ahp z94f=;+8HX02#l}+QtvS-d%}1chUd@hKX!g7K~qPE4|**8-0!cI?O?@LxOM9(Tq=Zy zFf58@!18k$!vLzr?OTRLRi&0t&jXW)5I8na%8m6)L zC8(T+!G1m%!mntj-M23o6cxZ%j0FNES<2{uCEhrtz@IXF=pYprTnzzi)Eo@7!9>XO zw{NGlc!Y%Z!_Fvxcm!PpB_tT^Y&k8s0DzC%hYkg@pn(F)hZ%zWQV(a{0lsylxX+IE z7n)U$0R4iAnfdphm#SCQ)D9w%g^pA97=p5ZAt6OQg!TxoTBvMVM*Wck42zmTA%o!! zY80X1lR6%i>ruV?3J8Fq2B;Sk=n_rfLWVFY zaPszMJEMWa1z;YBVbqEV5D84yhXNJg_?2EVG%zsmS=T63Q$}$7Fu{}$JU}Q|+wOo* zZS8d*);({vkFdo9CkiRX=!yqCDCviWrPKb9Ws4rG=As08kSb)HUun$847f#fxfNVh zL7UadhdvQh?O*RDP+{}plP&viw~u9@Ec&k(Qy6r*mr~k>Aa~Gty#W%Q6~>MOdTg#j zOO7%XNI;MKCI0IbWG)@QO6)m>s#Z-rWD?)Spur(@huCr0qZXM(Is{IivZT>xQ&fYF5ebV9G|$-&erNyd zJ!}^T0llNEdW@jsfR<>lR~eWFC^0G*Mw##~FoFjqz!YYqfbZB}E(XZ?S< z?X68D^Zk1YwSzRDqyzm$r>@aJHxG#0q!;+Rv(Ov`jP@~VQw9K-04k2^tvTxGfw;Zg z{omi_$Art5+4Qt9%cP*8>A5F=P@xMb8`;Fr4{N{ofE+p&IXJ5zj_fA z`#-NX5tS?v`Lvk}HAOrCki&*_w4lj414sUR%Y)Apm#SYq7c~AaSI+%CeEKHew-=c+ zflA+=Pv3;;g-^f@!Yx%_O!Ci+jgF6lECd|G9(}{PmeT+8gWyl>W;=Mb8u%^d_D2ke z*+Em^tS;8*`lWxpTpHs5ga8=^H2n6NIzuujw+^dw#(K_8;#{5eh0p%=Zx!mLXc#V@ z5xlQ;amy9v7SO;nIoRUt{o!k z?*w`B?CIcurUzH9T%qLS|M7fKE(MEKP#Ab>$t8W@pN*P%_4@Tkk4h-7P#HhOdjV|= zua0YbAEMc|RG6OsY9ryU4hc6>5V{z66!~L z;-mMwLtk_y7D5!yRE-e^I`8g0gj6#mFUY)b^AR{@jlr!m=&Afr9CKEREy#BNcb8i7 zHHC{Iw=<4=-R8Uce)57Z4f8+GMgdncp*v*A<;XcCXE}TE_T@9F;!EFUxP5o-W=tOG z+p5I24lNa)$9Wp%T&Of4+=Ydc%KazH)E8YcJt!s#xAuW7M4W=Q^}hW*BC9qfM!$vv zXZcT<%)CxYih|p*SjNez9|)CetO}hEif*&PbZ0`RI4~(}JDAbV_mmb&L*~i>}_V9-Nx^tJ- zrIBK)?0UVVfg<)(+)|PMS&YiyKk}smY~MJ<51AwbAjG`?Urb$fP*z{G{pjvaDFrD3 z>F(|jDQTs zZij*G8?x&j*8NTF=)X$}zdSRO6yjfa(QSzqChtbW`i$^9qY&t(?ttnEEnB^pa1c{pU)E32LoZ#vl-i2lvU=7?yXlxC*wecyN(mRI6MGWP|GLv%%-z5 z=VL_s_KnLE6Y4-Q;h7Wp&twyI8p!54?wk9c1kRYqxXN*JgvEvE77g@Je8AsSh&oZT z|J0)kI^jOLDngJ4xrFz98f8v+?2G!sT}M9|rr5^|_Hz}09-hCkK4&exOIxh#=pc8~ ziGm9Fh7BJ;=vaaarRScI85y)!4)B`_`w^J?L4oC?3xD4DZ-=PIQ#$_{_X8Xxo=&u? zu8*2DCxur(9?c?puJuYAIfl|76*Q22PDBEFw0@ZQgoc`M60fhhT$Oaw)8wxnTVa7C zL@|37igmsD-MAu&WLDyZ_j?_G4*Qyk13iasLiSKoLCeuU@d-L=c*^4f4fIcS(8vB zc6UoV`v5Yip2sVMVm477%NsaiwU67ciXH7m)+1{c(@~#njo$GTop)!}0QI5~&?se( zKjfI;fW!jz*Nsw?qHwN<}U_t^Nhl%4VUb1aTw+i{UaDcTA1JTDcjWVCILb4f5c54P1|97_+ z3IJy@eY~_{6_7AFm(PE+gEAyfDOy^9P7X`k%x37E{u`7GqH6eL-k|VtB_x#^yu71M zzp_g)L{iLFd!5HR4b`LTV6q4RZx1dLfIxv4u(NbkE}dq{QEW3HE!BiQ+?KRpQqW^2 z3g7j+=Pq()C&AcWcmahP{5vZfitn$BUu}(0vILj=YzSVCcw-4n9-Rn7xsAFZ7LD_6 z(^8T$Skz@ybXp4taq%CgK-_=KQ$APyDO~rTL_0AtZqA?z_BY=0+P=JBuD(v%TE@_^ zmt0f2NBRJT0S<1!xMW{8?J>LBCUys;X2Px3B~ncaQV4YgOdMQUh+%Vk_Sf4Nxy$j< zi*F`tfnw+(U@y6XU1R@fHJiVo{18P&?Hw44M>te9NHD#9h!cO^;o*x(OAx%Y z!~go85&;2$fq`LFj_EOGH+u{XVFU@4>ybeyn%-$?zluE8N@Oy|a?qML{ z%-SYD7S8z_4}3KU6~9u3P~RJ}kn+FiE!oDhj0Qh;4&EO6!9V~Eys+bnr#4Dmp(S*9 zWHIn>TWY%<%p*Xyd4Bu5>uQ-3qhdbI%NNJ``v=%8O1AVB2taL5n+zckAbvkMYm0mP zps^Yr7Pqvt*qDEOIf^JvMl4QUB>%yEQi3az(&zFB`WRzgPHO3FWl8o3HfGOP&{szt z3s69obn&qU8;9#(M&hE6BQ9Fy2nX4vtj#Vh@@m!DuSB$>JqrS0r4WJK+! zknZOhj=abEbFRm#BN*EsE^#=WB*tuK$-MG}1wS3%pPxUxy0|zj!2kK33F7!WVB*7d z|7D02Jeh;6+u6(MyOQ=Uf9+%a?e23_>PdKP0y;#HxSE$EuW>f0HF1Nb(bNo4CKp?= z5osCivS7ZYJLBB0%;wciH_cZs;6_YTyz8~F5*2qsu_`}cV2TZZ_JmYcR&IEqa{~*E zTR$K==D7d@4{!~61JXQ*qv);<-069V6wBSDkV4EF3C}#FALTpoW=QZ;*s47ij8ay* ztdWO@08RkL6`?0p}h0S-CD|)XOKH33zJO`&$R2$CO62{Ha5UsP$9M z>g*SVoxzch-6?)Ma()-tW8H#;aUNPSq{|CLLAwFLvJUcMK4*vm@2UkP>$}LQnrpj1^Z0UI2g0uYe7D&Br28Bcuc4H6b|SwbWr>?_29}tuF|@~)0gV0 zUU87}twjdswKeOrPV$6t0*F5_-3jgFkZA?!8w6rv5JO+()(#bDf6VKqY%^m+mN4RX&RV$?puzw=h}dj((Tf`T0^!ZH5dM z)}i@5&pQQ0k;*`yKVMkBHlL*RH%B z<>c~$cDA?ud*UigatlR`qjFUVdsi67@jv~U@^FodosM16<94zGv4mS&{RZJf*V$v; z_tJgOGQtc$e=qz{XFbabi78vu(9l?z&MA!W zh|N*};vRc!90+b7+32JuBZ=rntD>$hDKnu$`vO(IDbiyBG43d#HQy;9442T?2jk57 zvjtMRWFE<$SrG-WG!RJw zCeG!H_@AL##G03#&4vR50|!<$Wp`}u!Zg|5@mF2^FjRTQrtQ0rMKu3BSCRhyG=1~r zZe>}xf4oa+1Lo(upVm}x@i0?+cy$$*-*}T9*b^)K(685PziVtM;pqUD!sbQ-3N=WY z046rJekBh|iI>JNdod_P;;c|Bccw75$)I>@zXnfb8tDq$rzjz!c6M7n(!kqzBk7^A zbopv6k7DV2+^SqQ>U(T9L?0tz=E9e6Qm$(FPIBDbT~tp4xtR;cIMu8FY2#5L6WC*F zbt$~H?N8heZOFp_e-Z_B0PULFHPq=5y=fLTzwg@Vr+sa^tb4gH59A~H4Gs8+P|7b* zFVHY;dMyJQsGwZj_hCVyS0{Vb@Vc|iKp6U%=6;U)rJ~>(+Ho+hDkgrEIcn^bMk8Q? ziup_>Opik%knGDe6VBm~o%RyglQP-D2x0jzet&#{PR@%Bv=AWeSI>o66@TbT0vsuK zM1he-pjOsF1GukQl#iE+{)68n_$7`jaLq$=@!>?pY`@Y|Xt|+C~=+7y9MbkXGOc147 z9RUmyzCD&q5at!%bKgmTb3NeszalEIVF82>b5uQ5r3=${azrp`Md>|UlhvaU+j#-R zNUSL+e1mcha>kK6q%ovwYU6;^HUvnOUp1l-&+1r$lpC_<-@cnmiJS#6W#}%0@Yv(k zZ>0d*)&N?BhmMC9PW^2nvIt^^^Aylvt3AsWDG>`wtW98R8NnH^?dr4Td|nqVonc;R zlG$S<3ix~Z`T6tu%WDpzspdx>&fm^mUxcY?dKePP^{G}<{?xW}Sbux(JN+!Lmk=$k zQcE!|Ha7HCMaY|)O97ck&J?OIUZvA_hYaLJ9^W8j6iT3{1jvkzGcivj3V0q$`9(}J z-;eGj|F4w)SE?ymdpQlC^*YB7^V72w9vqSx%f*Q*zL#1E5m570<{-xi^*_zbnfqbG zO)ls$Rug^ETs2nn2Sr`VGs<=dC&A%TA*}r#vW+B7{q0Vp!Y7eB?^RNyt}ALTu7hlX zgDegN5+y+N9HS!e^(Seip2jy&FV7%nfYgEo6`K`%2p%q+mTfq-qyA9aWb`+7uTUpO zL;|Gkwj20^>R#^r@}I=R!vj>M1D|XF3jt6`DueBc4Lu*%(TPyE9a^oM0tZ<%Frqx+?=Svn24QF}&)jmZEMp zCh&y#(@Z~Jb?a}v~&3TzDy0aqE27594|;>br16`K>s7aY=6XvI$pZM|=O zD3c%IhjI4N-!p%et5nKsf`&D)yrC#>qpA)N+QM~NB&r-GPS{{?g;yfM@zkVvw?C7I5wc;foVUS3MdNV1t{y^|A+ant5&UJL@D4-@L?!st~l6fdtL1)WKE^uZQfAVAZSwP7(JV;Q3h+U7;i? zL-}v#ex2{?aukG7YVwQh$7Es@ldy4VMx4zY8uyF!DgHLPm&_j`4=cIg9_ZEtLY{Gw zNrEZAwj(Sm1bh}mh%6&PFYwdo@AnWfg@ila#S(8lDb=8-UE!tlCj|*zX{kkrLJEEL z!w#KF;w3l0BTuB`6y~4#X0{C}rILU{QI`GfB5zdHUiuUZk=|~wGm+ZC3mqUlkylD$ zFRNZXnBW5Xhg93$*Whmso-Pd43gR(BsQy1OYBRsRJv&_bK*AdyOY`4Hs>lmcv2T>V z{S3o9(S9FM+W$ssNW_~4ooUw13TkrhHWjBN6--~Ev4;^V$13%9=_ckD0+Ce}3-w3! zR!ZxpB~jDT3IT??5P$g=w$eL1NVnZ7Cvpm+rKJzFjPAjjBr*~epkLH{d{^N$59K$G znu6Cmm*v;isJ(C>o)JEC-zxfym4c|8PI{tRz855^_3qt3{95W$i$Gb7A3v@?-(LO9 zVAfO>6D@+ZBI|W5<$z;NQ%FF3`8_diu9jv>;M>siC&-P%0bjpTgEpBs@`F1ffPFz- z)Ik#8mc?8~r65Efz5p^2#>Z(Q+v#t;etl6clZg!vCN~awMvnx^HGraCIFE)hZ-mFT z|57M$g;RC+g6_8QdlVju)L9FDO$8dK0GOsxJ>~^}2jtR(^yGZvf`@Akybc2sQxJBb zd(ZBb5l&XlM)Cz zc)N_r8n{cCv(ZiG#3AdVa}j5?v<}p}m5}&%=k^qIfJB4uamgia)UUeCMPS) zj}Gk#fc>W9kj+9(T}Di5dx#wR>t! zv+#|Yad+lV3UpV9LcCQ1zUxE?PcPj}Wop!Sm&J(kV!C=QA-+Sgsb&i%6WDq?T%D@- z)B5k+YH8K5vDjx73gQMH0Jmz^IcTc3z+_1TE%cn`c}n;Uht z8ywwGxXZqjnI%!o1|c1ZXoM#xS}2qXa|g~f#eHGA>#ic5yG~`I!+sH4ifnM<$2zYW! z*+t?>u^hJ!rNKzz>a@_6@Z8i%3r=8R1nkL$0p%MIrq-NVb7%JeL9V@J_VI@A`1HdD z;{P+aoN$CUi*%06rL>Ga&&Us7vljz`{Aq@Yu?$g4N1C&A-N=SPQv9HecKm?w3q<}K zeV+6R5#<+1DWs|bk;H_All0weL)nCAm6I!Ykf-e(BKnjRg7t{fUl4&O*_4wK3HL)| z7fk8^RYc2@-9XEP)>SR9sW?L6 z1ts8UAbk2kt}X-=IiPLxz)=EBZK@FtK!^sc+V;||hZT_YXXX(O;N}%-o_6xeCIf$P z)?xx$5K9n$wAPhYMM>Ru%6f2Gp)=@1P?pk)JLQ!7rQ)@8=_;Cg!<}RyV*{6!a=i#~ z+n#Anw#u|8d{Vc(nMI^8KILi}=F-P&@UOp`hs#y(MOGsg zRq~=vYZ)VZ|00p);*zO0ZbrjQA>i=0i)Haj*$&MY|A3PHYS2F#r>fW=J#@(~Ouk4Q zXeU7G8HhUk5OHu^`@d%kz(Dc_WzqS0&~=f}+pJ!HWhG}-=?_S*NYHG+f2-|Cbk<;N zmqN*xKqUUOeasLvA#L?ir%OxYq=M^C!kZQ{;mqOI97qzdbNsjG{$Nf&9pL~#(u42< z^yh&!6@WV%+qRYRm)KvIICzZB|5-jkT+>K#R}Ok+wH zxlx&=5JD$awjGREczB3_ffArRB0|6o4_b(zkec%5VSjjKHSI6+X@n;nGssB0Rx!vg zxv2`YxfAo{F7rx&}msdO#xI300bd7Ha2FDo73#V|7!)t z>fD%u+~7DccX*z&jsfFI$S-QT7-?zw9Fw1vvVk+2sL0($Hlk{8$j`3%`_FeX@jkTa z(he)o7`;9tanbQ}ks}KjBE{H$mxVb>@-A0eBZTAN&9)h>7nhll%G^pGE^NYgD1fqd zzl5p@bGS#$$fGb!V};e&43POc3DbSPF?o4!LCG)_Zm>A*=B$vTNP?HeO>ylATan{0&jxGhDzp#ucqMmZ-y|h+pdK3|X zHng~t^8D{7o{jiJm*L}N#LYe77g@P9m5H*FMuRl<;gu|Bv+&zBy!+hxrm^n@=>^Yi0&eJmuZB`P5js4_*CY{BvvDe%dn;*sxM z(~6`=WS&`Zk*MCjIPa2gF)mw-NzcC*rv+!)^5$-j#gH;Jw!A@OO;v_g(J+Y3XI6Og z=}7loJ+tsfb-U4#(zTcDtuezzvP$xW&iOE zgsRg^=w#}h7{%)Lkd3APkBQuLLIRDTj(zy4WKwLLmDMg)v_(6V6!Qd-H>^4B=Bj_e zhK(PCpx8-fIAN15d0f7;tRgVi)(@#A`iSP~lR1>?-~m)xOP}=kglKTjdGzB<3@B~H zmTego?DnxnWW;^wzHVPnz2xwBx>YTFhmPq9aWDkrKA;k={b2*BfPf>z@-cd_zdyIQ z7!mlhfISl)cjTe^NXUt`cXf@~;KfoN#qjI^{n_39(i)`7xA&fM<99q8QkfOCm%n8t zwQey{4s#dEW}oJN1;I)Q-%M_SS8Zsl#ftii@)^rtc>Y#Q4*%PTv;z4hEVXsfZKkOy zN|QWkICNFSUMF^P%mjboc0$oDOgr@b?Y7(S<+>-{VJorsU}TD>jt?x=i0l*2wmzOs ztyixehS!M$^p@0~e@GNilL6l^05lFIWn_RWNW&U-c&YP$+dCMT?m!OEDq;M8xDt#0 z4w6v7ji0MP_vAxidyUm+bk)d~-?*LGbWoz+s)!yvvLW!3uYG(9+bkPf6s|2EYdlV{zqT2{}ymrO% zF^6j_^=a}nJr!T;#?DU=^;CiJ6M#8-OzIkRmd!YN%sBD@9|v&SORK7+02OR%cXjmL z&Y!0hFgi=l>g>ZZ$8Sgeb%5|dk4d26ePibfQaoBjl@fPa>N0dG&xm+UyX`aX*EFO? zO>=5`w$kQh1eC4Eb}Dk4p?Wh$qWkudNsTkgeRL@Pg@KjhqE1MD&Cek%N!~qtZsdq( z!-3z-rI$0_iD{|DhBC1RRI(Sm&OvK0_OVn?Bu5E%th8^8Hi(poVI`2dHj%AI6yFT} ziD;8KiL+9RkZ?Go()~#(X*HRdIG(TGz{jS#vy&2J-GIzM%~CRM5ucbC2+Ga}b|zrH zQyii_+<_E+{lJ)HH=BG>>1{xAN@m`qW^jX|y36wuDZz_pqyEZTSf=Mt$Tb^_h*gh;E3CI3s{T6XW0t1vK^$=zT}i^-%)n)Q zs@Ejx4y&I?5)_&>b*Id&p{IxTiBI${iwa0@9u&qJ*T7a4bXjs9yCl7ec_Jax{VWy6 z93J9tsj@<`)8s@v@k;ZJSxi4wH5WvIV)|k#_}C5Y z{pdFihs_m-PQpgzZGJ!z5)T@h52~HnzjgLu^pz2tr`y-S2oN)ssplfojX8NHql4(g zbVEB~B4#oi?slm${w}OwNsK>j1OfVHv>V9MjQ+LAy+D5v24b;!frU+JdINVJivM#T zMP@~ei~5BfIpMH7dVaWg*w>q(`m?w@5I%y^kx=L6@^GMUX90wIQNx= zmLbxHb&Z#)`FA|&ZpY;-)r$Ratou{T&g5W@mPM^O4PkU#&Ugu8_q1NBH_I6R53=Q=~ko+WRq1S{cT<-uN? zXN^_gA*?&K&I`@C1IZmaqC}Vm^nvL4+fD0y7$UbZ_ZSb0lK}iTt9I|F45+nqd>#^cu8og$q^f7frujq^fOmeupq6W-|_=76q;b|3~A3){88A zWa@`dm!6)ke1Jx=5L_4-@1?9e^nZK+8LrFwiKoS{n0FiuED6B7xseXbpM^)D-TtiS zq99SxOZ1-##$EMu_Z#L=-3Sj=(+iV8a4hw+;4X|*53h9)tq|{ebCWmwCl01$x`kTq zoXxXWjXoq*eQ<$Dl6K(YrAs}Bszp+MUcv#dMJEJP3jtNJox1sV@<%=zr)}SV7>+l;gw;FAbWkFNE&JEE(aAc{P?x;`_np_*7_eW=f$;yJGa){lKlEQv zDn9^rZ4m5V%*d8}B%;~E7%9J~9V}>IAf&C791W#a$pTz0&%%T?MJwn~!r4;cAlD_E zVyUO9q$DUw-w_o)sC)(;*ozgCXR25q_%WZgE(&}@!E=h<5?A+Btr(W6kp@KSlRHmrY+|rsA1WZgzAuLse1BlP;J~nvh^rv&xG9uYqDYvB zbh7_JfQgyMAhF_I;wN^=qgZJwp0Nw;%)8y_xtj2_%KOA4%*D-SFT9wD`ScfFynYuk zX=~M`cp!S2!A8~2qARv|;P)-*zCJFfnr&Qg;YsdMY;&&jEP_^!v>T1-4HGZhZ?FDy zikasd6^)XqoAH5eK&1u%#}1tMQnG)96d9Jd634FrKg*viFz>}z4#j0cbSA`(%7c~C zASuHr3WXGo;{^VwwF_qu8@8|?0*yJYT+b{Dzx&`;^U1-k_c0Mng7!h5VD?~4pH^L| z`-eOY0V*>V6G7;znx|?_6>1p;bOD}ZoMBq3yE;}zzE2*~O+CryP=V^mz2> zQ_XA9*cPwC5JUjv*1!;v7K}C9HU~2;g0UaG1%c~K$>k$P7VD#=QgyCmDd3=`W-Bch zfxvIO;W2@sEaZ|;8gXn6@=J#iQchmLaFZ9{089<@I#Xd< zrj6r+$>N2EVshXM3Xso>Igyd~DZJZQEK$iNtc=WWDs;F}kD^F|NwD}f29xct$!TRXsW!1!Jui)yR1ciB(SdV~}T z-s7))9sZZNG`byFeOz7!qbZQ^*v%a+knhAZ(AThqf^rs!p zK~|74quJigiSA8qH?JiY#}V9%)EEdA93xEgFv$3B#CkbTI+JSc z%bsvKxOu56r3R3;BUphlZ@sLR(&nn8{N<)hb_Bn|GfixOx))htWnI5Pu6PcwimWr) zX?ir2Ww@&L0S1a-KCf0wY^D0<2^Mt2VJM(6avM)I(}Q0#kqleZ(UOFwz%+N#-q|T=M^S${D$Y8dKFEo{M6x`YXwXt-BKO+^OQIwJ?RLW&fK-Hu)`|yd>zWL0PxDs&_Ce6Ct zghZ>D1L7}=auKQ&r0XVb_4$TmEm|h{IV#lq5&@zK5(Q@FN}pRRF~F()EL~P&$!>4JvxKijVACd|D2BVL<6`ytz49U?@FwqqSkmX>bud7Eq*7l6l zNQ0Rr5J--%R-V+koyV$sG(44Ey7cX?o1L$C?*FT4M>XL+hZ_L~5~QEVkI2cuJfei! zXH|9Eg&)La@a0^sj4&Wzzy$!1!BpWV#4$Zf(K~MK5B1E0M2VTuqEYwZi8(mxHEyIO zZU3Xp$%FHwLmu|`*O&NsJRbnIkcguNhf!Q0&cwnu>xl!XXFA1L7E{FkH}_|;JwYwk zxA=1t#u~Grqn2OSg!OtDlH9W&=?^Wd!fw%Goy*o*o;6_i6$4i_D5i|-Uh6V%xbTBX ze`rBH{$PuNPX}r(0NVFiHNskS6f{&;qJz9Kds*hONO5b#XQ-%}EvOwrO_PaYGkCt9 zzc+^PV_Z+unkT=U6_z!Q5Dv4`_a`YLcv${@;|y88-94pr{*i52kB-nX=v94 znqPhcARO@C1K-V}Lr=5nl|-uf!-!WFmT&fp&Bg2s;A4VupG$AEAGVImduuPNDnqN) zeFC=+h{|y={-QyB@a<5JOoLKoxOa*(%w+b0Ev4`B8-P!eN{Q}OZrIMSB{Z3#X; zl7|og97_OatVG0EMl#^|!vn8DCi}5d*_#z``pbH?J9oVq24c6ZhRp@T=bb<1Eh-fy z_Nn7mEj}2Dap-qx<@U>3x}T5_%y82wgdT#pUZ3}|Y}YW$D_?HZRy{Gx<2MOtyx7&? z0h;XSmOuS=2QnIvYT!dsg$cXt(yI$(ZGcq$*!v1ERl-SaBitGon4x8Dazy_*51X`V=U?yD>y$Kx4Mn@ z!+!5VW$0>W-VmtKs%E_>H6~d;PO5lxu9m`GPL~my9nJ-{HpZ5Z_GyX0bhK0JtKXuA_qGEJJo|B4u@Jc zjKNUYLi}6&zo@Q(a1lhX2=-D#ew#14O zc51TbrXU-4M?tzXw9Mi$mm2A$Bhk(Xsq@W2P9F~yw zBm~;}s<7mzM8VZ*mUtp0s2nydie`+d3>BKl=vYccAT^Eql|eG6Vdk?(b#?QqgOuRc ze0V6PAKrDOt3P^o*1~nKepdTYBR0_@^}M{i#@*->MTX`JtKO1h`67gt})}T@Do749u!e?U4A0K4jl}_ z8gh3=rB+o{^#>oGcEPH}F8t;(AgIIZYNpMi>a7Wx_k7XcCorpxw=aqe zkeq$&z(?IY>%vtwVT^4|=pyar};#4n+UaX6T1l+w_?nrbUOUUkeDp+6E<@`PQ3{V~5Fb?rA@EYL`Z z2T>CSg=IPPFDQe7?m(^%e8lGsK+`A?8&(|o?T_4CKzL;=+p=MDdbq8;PL$vtu8TK- z!VOrY<(m}M3W3ppP0C*Thr%qm1FPg)U{E^^RWJ_D#Vy3YW82v{TAR96g>T{-sq>Um zFdx*bBnT&h+z`44y1jlufO*@R)K@=^8i~ zIBQ7mEWa8l7ir3`ugW{x-o!RHwSK?9Z5K}#aepC&gTS1fjGau$QN<_R$7=ciRweUXs0!21F+7({0W}@H1&R_XRyhw;L zv6h;B*v|$bOfOF8sZU-iI><(&`edVPC5mvz$|=TVt1)B7-;QyMB5=7-!tG~%=gT;< z3Axsn9k5F8Wd`@6!9?i7L1^Ea|Hx(_7)K@{5yVppw8sLP&A>zr7wDuICYunla&1IKk><=n*gst?B|NnR}&<7XmCq`JhLy+g9vB_(afNZs|B z`!pE=lR@vQ!{`B~s|pzcw?ok6iv3st0n;al$uW^YCGwCzpg^DI8~wwug>)w=f)U?2 zrZrOcV1PL_qulpAja8?NaR?o8fty54T^PBA^?Psle0>zQVdK)7)bkdq4;rQtbwhBN z5J&do@HmzIhBk8@X^>z6#U}WiQ&wEyZ%`@$fSR8r9SrrMmcupE3DvDSOy-Z+zW;G^ z#5*!kQG0WH@b2i7N~|m6R{7yB=Sxz#An5`&Tx1v;S)+V(j#>DHS(rCAY)@qGhF zd;W%BLvBcKu1&i2qftonMa2s$6F4V=zZ>vvC7mvh`reoB>>ln6`!KrJ9BoZLDf|Az zI6KqQvgXsrcPzk5W&O&351hv6K0|MLxnl;gky-&3IN4M01So`y^ z)jOZr`-mC+H$4B&MtG)Lxh|(DpENG5gcuV~HAZb%GWUt@pwdP?pFc33>&hFV%hNh6gCA+8%F|;Nqzy9O@3b|l z+Z!5!)gyrbopaMm;8^fz>{UG~SU&Oa$r63mCs#sbu{3FQmU0KSVg}GP84@lhjHH#U zH>=)W3m)tmX5}5<^^4q8+6Pst-+DYX%q`|JmnjI~p*MN&txdKeB;v30@#o@+^G#&4 zz&%3SsUekhW0I2Km$`v1sr#yXvD~KmnmzKS<>M7|=%!M%CpQr*G|zJM7K|M`J3GUU zp|m6O(}8E`A5XGJ0?&l(xc=N=p*}?JQ%V)LU6WtK&ji;oYb`)c!k1w01d1sA@AwWdVWA0`yd;war|8SSInPg8bG zzr=|<(KlB)iq?Mz9Fk%DLcT^@eCTJ*2tQb z%(q?{hL)Q&NV_9>*n44>f^pvZB{MMRw(1p@tz8yaey~dofKNK)%j+H4!?Z6lviB1r z2pCsKx7f~0M96bmuop9XwhXjE>cV_Nlf$L z@`Aw%x@(L}Vm4TrZIo{BqL{TQ@VR(#>AF15k(p=+cxI6U+3(i5l2(pN)XRnfMeCS~ z1d~r<1)`OfQ6kN|3R{2^vv@e(UTI=N;F8R<_W|WKF>O9*{<>@ml`|582`d*J84=v% zpN*dKWB6BKEr<50XQCavNUSJIAH68}&7MtC{DQA(%i3(uk(`|HpbT#@r@KH+KWT-gf}Rx9g$i?xa93}*7r$Bu^VxOvwsQ( zxP+%>dt~W)t=3sQLgmU^E)fD^r=>?Gh~&&_D0pL&D%Hzs8yX~A^#|*j|N4pm>4l7w zeGz_us6SwsFyQkidZQkfCanX9W@KvR!i7&W=%bsuH(2A%7xcl|F-=UQuQ9q3Z2r&; zTgNkY%I7=5jZIY&?!L{+Oer*$W)oB@6qYFDZncG4vR+X#x<#n}AzhrV9%mCw{iXN& z&CQW;j)eCmV-s|ouISZiQiOq}F12;pSf3T26uWPXY*~y6OU#T7UyzbD16RJ8f@7o| z@xfK?H&|iCUc0Qs`IX420(A~&Gbg5o!pVh0$fU0G-V95_%%At2F#)^h{GrC!s3F9p zq`ggXod@Pr*tz2tt8LX^Up{U!kN%jrI5-E>N<4E5=};n`oCOLQc7e29_2%OnQkMoI zWQ4sIQbsM2^R_tMzFte>KQ>Ar2;0!hw` zfRA!%X134L#xP#RzO7n;@76BIeeeJ7HQJwuPd@!$VVA1->VL3VcX%$WXBNO#B97)) zvh77E5Vwgl_$5tWypw(5x7O`Q&JBhqd?Pdb_4NmjZF^9aDg)cgmqEtFe{OxrKlivA zB&&lh17_LBn!j=eTgKAzA-I#{JgW2b9mT2t#Cas{6S+4U1Q9cIyjv5q$3Los04>E%a5-jY8d>|DEKyfv)lq|;9Fd`! z&>3;+q%1ownLxMTZRn!Pqm1uV2sCLFuTY81X)0g ziEg9rfFrqh9(F}V#h>@Wh=_>X?k}Wi5=`Y(4PPY4#(#SY7+-vcst@s*x}Uw($-E%9 zA@e;Bx`p1s`rvE&XPEPB)=}gd3#Tyyfl$8Ml+aN4yMBUJ`tEA)z~0Bd+M9!JDd>J zfK3}F*Uy8Tq#xLMXs9D&Zr+I>Oke;n6kFn=BW8T~P*745 zCQ2m=&f(T64mx6-kYSxI+32YQInqdC&F#Pp`lLh#eF;H;%M@c2CGZe8YCFxd$sz(B^ z$U5Cy!lz%Q{r1Or^@g~t7K@PlEf_z6oyff|)RM8H$Nt z%q(neg}_$y*p_ny=J>(b^uxevFhC%raREQm!8Nt#_+F%0`mQISnxbJ3-MtEKPjinO zW7dod@9q4(l7Gaz{VZawAf|q_=Nt(;AbEg%%sUng+0fM_73*~~9&wAU(Jn*E7`@c6 z{PVoXu=6w&krYPXmc7-DaFk6|IwLO?1=afCl3+$TX-4;nkxAyWtmM&0v}80&e(DwdEaZ-|_AbKjpXNCJ$)PJDMeiW^Ati-%MqAGT zgUt1gy``e%!mH=SUxf4Kj-WZezdV=FcfXv2X&k*^eHrJ?t2$lDhG)I4IRZG`k{si2@BMUuvGk@_IY zT&Lx*C#qCD9QwaEO7ucVqpIgk-s;}CLi%n`Qi#6+Jw!5yfC{ail11^F7T;#^^lr`!^+g+G{OMS3qtq)X%;6rX{qb3stH?4RLzt)ZHG@{Ym&|NcebOsVdPe;NHYtc5mW0Js_9Uv&P}GvBhg80 zhxu)TtAlTz)~I2JU+Jk%QK~QQ*n~$_vM1H_(YV(8v+-dl230YnzrPVo3E}ehg2t{K zi5#;13$r-wP;BhcKJBQ<-zy?pElfP&=9+R>O@_=KsxY5q`;gZVd()>U4(U5$p}b17 zet(`r8tOexKHqcsb+j}cY;TunIP&WayEHA`^QEQvc*xu1&lu6>sA0ajsaSnYtPr=s zK&CKzNwK9i`MR=6M1q}9ypM<)TQf`KbZ`T65BU7emo3=R_glL1cTGRWeTgDfhWODf z7&agCMTaLmdYvB=8snCnv${IfN;!D5Qk38hCR@;grW)l~+q$?}FUM5Rw=zaB*mCv; zI1DD%p6d28eF%g1d78Y|_uW-PrPJ5EB4EvPuB~=+bM)&iYuk;t%0P6ZW>t3Zf;j)U za$D8y6yda8#k7_BV^$pO(QiXI1JMujXi8FS2_$Q6_R!Sw479USIas?KDcNn9FR1(r z&3Ot&jo@7j_x8MatMmHfh=_nl_@HUyn=QX@)wSwfp9Bsxm~^hi4H}A1Ue7?Uw4r&w zD|fkP-F|;Xub?<8G`-tEiaQPm1)v&wS6u920v^xN71i$fb;Jia`u@IM7r*w0tr4yP zvdH3MZnyl#oGaXUHO(j%e7>-xtFOO|Y#<9PiLdVjoiE5pcGE4rn42~on!KZrLtyqz z{8NVRUS*Zr1R6n~V7;zr`@7y~o?4CxHIB;hHRbuTI{Y@j3O{%s_UQ_@+zuv!qyo{8 ztdG9EAuh?whsNv2e;mUm@TaZL^JLq=P;+n-FN5JqaQ>^`YQ|2+R|@C3B%zID%hzvS z(efPfxe0YjfA(UMqL=F*<`hbGF(T~JF}{!xQC{b{8}%WYBlKI(DX7FY!p0<$ZM4tI zd2O@i9mDPGx&J-Ci>!zPW2vR47BM$DV9mDc=lD6-@2MRNjGatj);AuzEqxZGmZmS< z3Zn652q$>?9xg?t$4jveloh}T3@&#OT{ozna~^KAw(MH(NT7t}(!4wd;?;il6l+L5 zGw(vqg6_gS{}ucm^zS-T#owP>L{}j-)wP;S7CXEeP7W?HPPEr;NrKT%KR;@te}2~L z8)3G_v7oW9`CdRy@j&3befscK)hqL@$JDr=b{$w2O&KnHGoRv#G{5-EyZJe%=OxD2 zrC(!a9gz+z))QStwG~n|>xf~poaI^1#%h@47m}kHdS_X!a&68qMcjn9Mf@|e*N1*@ zdC)^P7H>$>(pWe`;NQHzd38I?uJ+w63RwkH=7&f6cAq?JT>1uY`mY@ZE7W5)50B2B z$8S+q-`V;7?_WX4?B5rYdPkqhptAM$fxT8dAIFWV5B7L@&i5{}N+3CEX3%sx3hO&7 z)hc5K?o+2m9cQa@z{ zB|}5PTC1zu4SwEc85r{7Xy?y*YgF>`eGo&DrKO*bz%_<^fcWX%cg~D9iEhm^_}g@k zMN$<L^sJX)o{@YocH6Eowg@}?vehIsIN@s2 zs;A$TPr~mVAxh;CjKgjCzwuaHkmJAlkCumvODeB6A@~hiCwjM{QRGK?p5?CykWX{E@h(Yd zE=BHtnEJ|~IJ+iTf;$QBgb*OO2ZAO*aCg_>?(V@^2=4B(xVyW{;_kY*%iZMtZrxkO zKdRu_v(KFA>FJ)KZ|Ijh+@`0>47?#n_3RCs$qOgz1Fs0MKi|Y8PxxJYJrW75R{ylE z2@CgwT0#^^<{Oh-sApV!f9df`?=d%h@QK%lpyt?4<%B?@9cWmt23Ihv{CJ6{rje4{ z*4A=ZMH~-V_bGSU{Wl(dzt?Q>=wDi#cq4;C^*l^Wc6+qhy3cXceYM&nefo%I5l%3K zEER83#Vx3MV63=3O-LnSLw=dqA#^ZTadt?|xfpp`F}>E}F!J=uhLyA}WV+hPhJx>h zDPsA~<&XyXr$Cbd@+Xw{$?J7^DPc^COlS_*^xA%RL+EY9H@*5c8ou%JcnideZ@guZcx0D3HsU8swdbGwB%)_ysB zr0G{uw|Gs8bT0~AI9#kdegvl8{ew|-2a5H6y`As{^CxYHcuU?j=+hh8y6h|8y5NA% zv#RNc@ow-NKWGPbDC)J#D{6bH!ZTsc#e1fF{wss@UFT;MMIqO87jKN9%|9bFs6OwQ zzINQHwe)vZ(Zp%e{DhSChe#z|&b&2YXZN(tn7_ujWxsKEb^_NIuAE#Hk?&Y|uIEjq zD<+q6l2hvO+ph0SQ++aKmq2hsuCG*eb21_o^WWYUG*fX$_%JR9 z97s=O^Np#M%Y1Qox4QtlV$I*8hc%@2sn!!|cf|}ZhnVOzxdj(w{d8iGJamxy)h9B3 z;Jk?jGynK0Qu$r+G|o8FGh_M)8MTi3=JTiz)j?UdExy_tS5Qf8QC)6r_w-jD>x$)o zq#6I>(zJ&fUHDF2jolN6H)x+WDN!rEeM}C)Z`&T@>Mt2&pWm-7k28-r%N4-yj~j4JWKw8K zopBjjJ)wZezXqRq1{!pWGH?fKfY6ITvD89%>x7IKQ!dF5K=wXOB+Ck|`sSbVm=8Xsr&Va_mYYmZ*xU~dev zxk{2V3=Ma9%S4Fe(I%p9V1lFZgH_un2#|-6l-SV96{_8xs+JF8_iwK5n zL$*fY6A>*xKdcnK?Pg3^k-aF2Ec>KnA6&85j=5ei)K=&k(AdGm1L5q81s?1&Ea1V3EI+^K3ey3w(v6)Dc+QzGP*ZOg1*q#@hyAQ$ zqW~L^meUM(xJjM~1swuC*z11N=+0K@3y(Nk#}z9zS9vBUF3Hue@K&dMh4$n2pE0wQ zXg@>^MDbwT`P1xX&koUaXFzCv$^U46(`NI!;e&%Vq_pgjT99HAVZyTqeI)^7U`_!g z{EO8USL9Z~1!@qetZ-e1H!hd0ZuirrU zl4l=onF7LM^A-ixh^Edyq-Un~D?Zc9f#+>oB?wQo)YHl(sb*2Y%zbnjiQ7Ue?E$U) z_65->-f*tt=KWRMK^fX6-I!kDnQmXHZ_UIDQEhcmEo!y>D}ljK_^&df>Q|nQOdJnV zho$YRa9Id1xt$XSsl4~y@Pq7DHvdIg2u!p0DPiRC+EdQH{gu^QQWw)3a=W|Tyv3K! zbM|tTd!=-Ts)NE(C;&*lS*Sv<)O==J)jc$DsKya(O^^q7*j^4f&K_}~=2ypA zYLS*ZYQ-J#)DB^Rlh0F_IgJ>9tgw8J0ykJrduPZu}d1e2l*cAr7g?j&28BfsSO0r-89)lQtBJA6w5W$IYQ z@NHPOTu5CV2ZWxp6aF8jC}_5SU~QNuDK2NSbwPtX*-#*7<(8&U>FV;ArHm-wH<@V* z^^`x_AqWGEJ#p1&zdO7) zQRO$WdgblJ+PAVz_G_b0clkym5~q_5yIpH!41vUg_FNux`XiYbRH(90+O0GTav=Mtmmonba*BN&UG)!gH#m@ zs~h*O9*X9i$7KWGk5Tk-{EdHJW*~<|@fhwO5!ZL|jUCh-)x^AYg2QI|b8B9ADTnHL zTX$3lFsC(RNbY#`$^(Vp@n0a-0bsZ_atfHR{n_a)P?R0P(~&k1=O##C?qF$RRsb%&i3H?0*Su%1`s zg8OyEbpKW5SmK8V_{^c_Xw;;ta_+--!c)6~1JEkX1RsehvUkG{UqA zuL86A6^H}F;SFXmKqd~iFyOW0Icg#P#P6(ZvKHW#QeP#T>t|k_8QAdB=~wQQ#+r=k z_kBaDT<;%cXd4NQjTP0}>tS@kjr8>NlQS~`6Z^|A zdgQ{2V*jyq2)B>I@dv$;fgDhy+}<|((0$+Ce0}j?dp@gPPbF|~!D1A#L&v2dXjUD# zlH$5Jo4ExAn=D`uF1->kdXp4v&LK5@C@GOzEje+OXa@b96`#5b)#bC*KfS@0vnC_Q zUs#^570mWMZtgXxg2BL^*Qj9@5a;iR+^0bmGJNv7zSHflcJ{#rY1D8Dh*N2P#B~s- zignF!p+!jhhiiGwbuuf2pIjKrx1dwOW7>LdUl2=o)G&JPCNj`Qsj14IHYsuJx;egd%v zBKlZRg^Yz!>|plfHDXz}(7)h5cYKK4LWV9LQAaSz(x5OdlzewoqN+X%JVFWd#GCTk{j zfp_uQb&T8CNACg9Dju|0*V~E^9oH=Y=@oB0n^cv)&T!!TmLZK*bfKDnGH_ z5=}i6L(ko4JimQm#rIC~;o?CRvc3*p!v=fFGeKxlH>diXDz3y3AI;nu9!GOcC~6cT ztCOu}#r2t*1%MeerB`>XF2eXWU0+yMCjdj<_prGKY1^_cehk__wfV=VJ6fQHE)?-_7paOl_?MLvlFy*A z?fF*yJOPnMsKz2?bekaS9Wu)JlUzplaRYw)eFnmVa!7EJ!WxnVikrQ`BGZ5EB7=3E z4(M45M0Xpuwm4{MK!&>j%4m%0B13H5cDW|DWLW%g0M0x=YxF)@dv>g*4!kei<+J!U z@`q>P^BHqW8pk)ZX4O~!UpKbKRls1z${0`h{BYElp$<5`lb1Ktfdy|)Jr^hZQufu^ zZoYh=BpM^|x54@WpfHqoZ1V#YEQxnbeln&sWELl;?VV zL{u&O-)Y;P!c_j=`-pb6$bry`ibM=k0F8JNYbexnbH){coD+VPEZ?sIqwSkQjw|DC(Z|T6y5i zl8=(ld^g6Q2**MKvP`PxE7d0_ukd3y#7WohqFuWf*YoXtgmj1Xzjd7_qqLBE9QTKR zW>YoOePV|q{7E_ab4*4at+uKaG@gdDx_}(wXR)l43J)~r`g-qkPmq5lY23Acj?0I;T zbaFi!f4)<%xK}Sev-x;?JQh#Vf92FpwKSBdw&2+&2KdB*>y%;FHe7RfxAlu(+T!r2 zeBMzBDxUf41h@d+QC*(O6aDbe-xG5u=`^uL9=bUlIFbUb}UL3ZX>aR-X`7 z1Nu0?5b1$G_*#TdRai9V3M zSBoY%9MDbPPi)nH1HszA5{lzl%mFyuJT9-i{}Sq!?dp8VD+kQmgHI1kfxx}PJwjp? zg~$5tuS4}Cq`sY0pSbH@YOygNv#T}R9#zeh7giK}UVOuDf41VEWgFj~`h&oXnQ=b3EzthyBC zT7s6=Wy*K$x;Htxvk^w-&X6>F4up9aEn|t^-A=($!Te=;G4+!j!*F(Zddy$0%+|ol!?Y3=!5SzGTS@#+@d}65l+H(gTOv#Mj=OjM6h*S;shGx1R%D zUfQoDXCHn$#8yc1haZB(mBCC3DnM8i23^@Pi7f&`7?_?JVcOVQO4WQd04n{`sLDoI6=WvNveuL)t5u+bijzJDM`6-N!6o z^W(~jnkM1pf8guP;pNeZ*n~o#AmtSe`sP%Vzrda;HryNR2hM*i|B!M zxnlkMser?DBJ1F!73Qee@lOR9=~8u#gInp3&-E{+tfCfDvP`kM5^#%_0Id$%)*~zaKcgQ4F=$qb3*( zIqkn_!wGF#?9d>16g}izzb*PS?&}DVy;ZC{*8BA89kN(Q(Q%?CX2`y(`Zp~GKr-B> z+B^Fmo86T_Y8QsGxnn2f2h5(Ae*{XQ}Bx08@)I5w*%(DW| zH&)ugh7TjZJs4wWqOv1cm+UWir8To2CdQts)Xw_J7Tfe1dD)<3{H{n)Ry0nGt)J=j z^d63CYnk*A%+5yRkR9X9Eg&g$_4_3kX3K(*xCt7NXoi3T7S8g`M2xDcmEKf`0 zwIS7RHZ~aGwX|ur-xlo+MzJEzp_5vAu6Wi-@?y?8%f1HJpt9*!Inb1s=sg+4)`$IO z#(BtA!2LRu+>SvVQ8H1O3yyBc6pD5StX6E-Rpy* z74|hDoRg1!l~}qgGdd}3d{kJ&3+?3c+OHd5(64|O)aQqeKJ$|_`t<_e^CSGtIpEVN zS%XMkpjxZRfFVR~)L^Zh4Irv58p=gFd6&$-0Xqu+PsZiCFg7+8J+wmeyfC8Z__lc# z4rL?hwL771{g8SeqwAiPE~_DA^vY}XN*7!mU@pMh(|>8y;MJjmRM|W!WO5Di0@J`* z4G}|rB2}_Dku`Yih+`!f{3j|A;Uur`&e}{3)l*!{1bOQlp7)B}NEhncwpko%40q<) zP-Wh56TB+}^F{kC`mSxG|4d_+aPu&y^H7pepnszL-e2I3PV{^=;|ex=g$l zMOf<{yiI7@Zg^|w2{Z|^Dcglb2gXs}%Ti?SvU0j5pZNh@DuCtmF}f41ybtR#()vK_ zzM%%KUzK-5kRu2QPQjl4%Ldo;3~Q{aEEWR02_`cTFgO{=wdp+T5* z`24jtx$k7@$#<6lhgMVpM<}oaG(DVWEo3YB08Fsjk)AjXi(wzu&G!5cQ??TBDt; zkFT6lT-a1k@A~sP3n7|+%{;S(k%20IV7l(|gS#JM;K2IN$`>5Zt}U3pJ*AkmD4!$0 z@+n?;iEoS%AoXv4x5l%6E+CXSo&ND}v zmcQNv+AKfb4MC8QvM5rq;1&Np%tDE^0!<+2UYQez36<7rl^Rn$E30EG+a7wXQP=qf zVPH&V@la}QuTbq>T91=<0hRS6&)o;;aejwoLlvZ(_kde6h@9g$tBjha*fuOg%<-Rg zfYcz7Nw>gkkN|i?Wbb7OH8s%di%alay~VG zr!>&i>Qso6*ZqFlF1X$XVdAbk0zE?)#fJH`0yAOlaBeuImx~v&*RbFEBk%`RY5G>s8QP( zh-A0$A5+2m>+*pYB22q$y$x5)jk`(zN}3yw>DCbVpuog81&n3N-w=Fui-Q)`Tp8w# zRQbS6kD58qcaI1D*3QHVCuK+ZL@(m$K4NhuOfy-`(!Y<;$j;mZz9IqQryqCUK;y%2 z5cme%KGz1Bm`UT@rNKVMOZLb;KQ%aQ9k7yRT1avRiG{R%xT{+8}!?EzkzD zoBHfh(7!{0C17v2J?YuF8@YIH9R7qYN$m3FUm;UC4b*HXnmZeXmK04q6kBOwE2;2` zEUihLbhlpK?=#Kn3>>e>!7kf{rdMq~*Fs>zHp<$C*N4i)ks9TTGAq-SKbetk|pAinfhwv15m!GOtrQu2|WQU8ts7{Eta#t@2J zClyd1$y-+v1rB?niMOn+cg=K1?JtfmPcYL6If7-u(G1>wvPa5r%RrgvD{S3K`m71tx01hbCYYicPpjX*De(- ze5qV#a_D)u=7qUV8<5OEoy01mqA6ySmiB*pI=w<$&ibdivMUQW3$Neb=S$T#G>G~Y z)kUc6tBbeeOjzhyvGEdp)L;M9z#3wagzx91G&1WoaA3fL&&ckdMXY40zYW+$sa<^q zKPj0BA0Cd{P(?}nV6U(GbbHcd)Gs=-Gs1!yosJR)HKhk<()W=N_yMq{u3XAt3aq3b zyEmn?xm56+O%{-Ag{t6kxL<$ZBzWES0Zc#1p2^nKC%*nEE^Lowd)|$F<4Sl4&zd&~`+dm-UdoUUNjNvc`zF;F{ex9p-xiRcQUG&eKz9#DQ z)!Roa`+kvOSZk=jtJ^hUgv?a!Y|q@>{SiCtay zg={E^%eU`Zq%gcWy|6kwRyI$<4^<$9w_1YdDO0aLj}gH2FM)L7p0RIL4!tU=kCt`P z?3xjrd&);rfeqWH4#JFbpn4sS9B>XcZcMr-Huz+zNxqfK@AKSNIpM0}T2HWsk9?`R&}s0bLA7ds+v&d-f)^Ln zsi>*n-72ZUoIiZsi;h3;;v-p4*2(=4WmrUeT6~H(199`rvP|@4&@G6dHxRafleSJ$ zi%nW=RTW@~$>#FOq0;PALYhMACLTz9k)l3=s zIWn4HFLD{0ht$8WiZs^8^0ESzQoG$@96c}u6vm6B3utQ_l-t`)h)>Izr%4twZE(_g zgnZ}^$LnhE7z+=^h~>rG(%qE0MrN@<1_j*`KRMscEc9Y64;VjbBhMi&DqsV%Rqj|4 ziL&ZyeyGYOS0`>Qov4?~VAvU2hX~srtFSht6R7uoy!>tlqjiwEV51(;WosFwPiV2agsc;)rYi;2BBN-o}Z4d4> zrIf4v{ckS%HhnEYhVplqNfoKG1$EG}Q|qk#ViW8yhi0~Xg!!;R%DHDJz=b<^x;bk> z+L~>aVbe-El7cPE9ejttA7PF&h8ficECNKK6>00OX7-!W+(&=w(vDb1-)s>yaQ^hBq117TDs8d1p#9TbN2#|7;Et zztYqJmtd-<1h7b=f}Sf^$qqLorfzHV6B0&rz3SWV;`*AhAa}9U8ps2e zcbBomrjxINsCgFtMj83p78m+_h3@)g+Y2`6D6(%wf*MVfWtwfO?EEVbN05FuxN@6K ztqWSC6tJqZ`1R|aQfHGg9%w)Xn#vuDeTi8a&+a+wk zSOX-H|45h6DrNmsg^AJ=C%zbvT-i@Ec6tdJe+O+Qk|MZm>k@S{Wx+z;h%N8r*Lu7Kbo(0pvcl7)?A@CE+bnbXfq&WVt8>%nmxDEj?jH2IYmg_ zbkRJ|c0l^sq7f`1?J=f4$r-?8Y`jt74U1mqd(& zk6x0rV_4CM8K46Zzw%i%HldX~Y{z@1Sh|KOQt!aZx|h*_WoVUTl&T5awsU7=l_$Aj zxSDSJdYqo~^K-c%h?JxLp7qcb*SGJ6{kRW1$o|6jc6=3_k1d>gH$lBn;hH08%s1A6 zuMKH?bj5;f=nT zaDa#Ivr7X}&Hnicd`5NUYLgI6**iz71ad=Pgi~$RJIBm35dEuEeE#rH>-aT4aT1s@ z%f%=^_@3o^S-p?XpS)}QbG@W+GV^5cc>zXoh=hyUU?ZB~q9sj_k@Q-Ph9vbiVO{qa zTfO~+JC7+`&0mZ&(xOjGe=ju_)G-;hD;Z1}>46o|WO>{dy!Ft!xiEzbvHxFce%T-i zd0?(h5mB3Wwm_wgI}9~77%n_iHf)c;%6JPE(`9p{vMJ03-D%}{eXX7WhBrEwg6@=x zmwgKX&86@`F@9B2_ z?Db=u|5-x5S7t+s1^I`x0v=D3;EdckzP_e9b0Vz124>6`cEi2~Ob%oGNbk_&2NQy8 zpEEH{S}Nc-Y&2sPCYEU@to(&4hF$AVewZ2p?lrBoLFTJe3WNfX%YJlyaI*ehoXRSS zZNKBJvFF29_Wvl6-=!*?&gy((`ln=fXxlRn6f|WdaX?yp(v_LPSEta-Tw;+^mex8p zD6K19nEat-b%{O|s(uZzy13B(NMqbikblyg3oMz&-AYX-rMOXcSMLmwXUaxrv%~Mm8|_4e~&L(>s^S)c4oU zz&b(7?%81|VD{7={M@e#(|8F=*9nV?^&1eTT7g!SL(RPmJ+0$U>UW4OY!UNoKgEDk zM=gPw-O)RAb{5J0XFL7RKT*$CNw(hMx!=z3O|p|9QwmI-2e?3g8-kq4m?$IJ=R}MT zKxzHMnK>)SM98i(Gp+eP_OVsj_kt&>|6O`mqgN?4eBSK}1x#sqTf&GMeXFuu@K}K; z*rTh<+#qEDr9)83X1B$VrO;f{S%;t!wJCj`npTLz?aEg4=dvkNz`?_lYP(ECogT+6 zUMKr8ueD=NQ$_i`+~lyqX}8DFT^mw9FTHYZA3pUsp6ssP^=CyXlV-$wnBJJv|9gW) zx3pP|%^|#9^6xMOY*uNU7n_p$=XK#x1yY!dbzs#xNE~hxn0XC`U2RP_t0?)qq zv8^n_;4jX6KdcWJxVrG)u?;X!7?#dt{z(mzthj?#49C?-?NwyJN6@Zj_?u?!!qDo- zT8%P_*`scBHv2~jtfeq)3rq;F{_FusW*4N0e$YvFu4r0M;WWM7Z7Mo7=VF=ibpf_& zB0w4W6L&u?ovwLuR95w&&3&vE>);DFw1&@D&ktxzV?U zHSkISk8(@*O_%jSCAjbatM#aj{bNrr-#|YYd{;HK1j&zT)K|S8;^VC$)8o;7t+5(; z@qL9IWF&~&Y$Iwq1gL;a+DJT+?Viqjy)=s47t@Iq%UH9GO}3F*yYNO0-m|D_$Aqb@ z^(SIUNp%p20yWd?&Mx@#zeD|O4c0i88H1SHPm6Jk=bzN*RLsKD%l1VEZeqjA*mpG~ zx|#+H)o5JUR6G($*HuF_L?I=84wf**GLv(vZdiU0-{EbxlF^B!>uZwL z*5lPOBSCs#@40-R{bkY(W{F1sb>cX$T#!&D>pdhQqUMbn%ejp#R0Lxu>UL-F8QY>6#ok%1Fgc_j%_=lk=R} z^emE0bgqfCu|Kf;eJ-bl8F&~AKssh!EJZb{Wcbv3!q?8f#7)<0fOEuwVq|XlB%^O< z$KQY7@Qe!MbL*q`ZD4s>fbAOf7_U8}wpp`EF*L>5%4Q*NX0id~>53v7tKHJGgB7 z4U8<%Q=XB3{G>T?UCzUA56~HZ6hJaP`dvk%UknKJiLA%3Xb-qZ{TU<@+0a?Q5h0sD z<&@|*wEk&>_daJfSiX@vnD2_X<|`y%zx?N<+!lveygy&z{e{R`%cbAn#&*UEbX@XP zgi>j0`PHMK!i1Kx^EWhX(~u1Po04ZYR}4||bH=zd!3mNU0zuVcpJ~6q`DHoCLaM@C zI@xC6=GBDDHVRmV-Wk|~t!(=Q946M9GoXP0E`L+75lSzv9@Z2w0{R%2B(3xi? zF;1M3ZZl@XH#NO9`0ksfyrH$@7RSh{>{DJ@?Au^s1~boW4>Z^+THvRf_NeM?jUH5p>s#T?eJ9GGd0@x0OWajn=Z9eN+uNoOrV)b)$*QWAJ zbgLi-okAK`dBt;4g?el(bN(Im!r&b;;*l5G)F2#6QUM1D8F?WWeWLp}7yf{hW3j#L zH6%M$``z+!sXX#Mg@so_amv0%7MpTlhcSVE1InIWwdL$JYWy-RWRClSsitZ()ECHZ6* zOd$i6FSC|8BXRrBE<^o$o2#+hqv(zc3w4u#+7K@W#4PWcRz207=e0eV_?%YZqVLK= zzrKkZ9_Qcg2S_)2(DJ<-MY~LM2>8g4DS|?hF6q&(QoLgVQ6)O4Wm{XEoxWihfatxI z`7b>(zoL8ZwHD$Nw)_5d{n`Gj!_dc0yEQ}&GWsl4XDYzi=auJhmK*n(LUcD!SXXVZ zW0=6MWT7@yX@n$3e!o)a-nskiH9GV14;%t;ovx<@1$Y_<$6AK^-~95;VQ1Hj*XBYD z6b4L4tn9|@^vo#7H+Fmkrk^rYlJBv0xZ8vLx~MDj81mjrJB1zlLt?SFr{{{dT(<+= z@lSrO(w+2npf_>LVbQM?Jmt8ijX$8O zZ>-@xbr-Ih_{|#^W{E_fZZ1bX!(0!!z4y=ik$I&Qk}C{U?5EpxLWDl={%8&3A$`E$m zFd1Ju4g_MN%<)^#tpRr9)#OdS5#7&buPIunIghhWevK@}fp^zs*kn*H9Bb}6xc_F* zMbBWxSeFtdA+AV&KbeHz2n*xX>~SnT)K(iL(O2N|%0%{T5QP{hx!kSGV&;LW>pJn@ zEB?PZ8~;!6U^g0BQVFj|2p@#=i`FOMc9Qtr@%<8TC(T;L%flx6KFb=uT;E_y&WTa! zQB5aeYO3z$BiPt%mO)VD_uUht-UGXz*Qf?erPbK^q7g{7hu-rvYU8TO_Xn>I<@+Ki zImVw!ZWHT;U?%SmEsuJooTXFFX>$H~Rd+b0&~e#jcZ_T-<=-4`SO14Eg=fmj%M~hY zYU2e)yO&n&Z=73=0?MzCs>Ziiq~5X{0$LgLnJ}5J)I>-EdjMN4#YfEVl(}m?%;|Zt z*+%#p7xK!6ymWK>IHhN`jH{fZ4-dH# zcH=ypW&Xet6xhqsGT``B%o#r<99>QSldN)yH0co!*}GF1r2`te}qpJ&o0bUqPQV4{<)p*DAI;?NqU>K$y*am4#OYKA&4 zgF>CSv<9wFao1kRAK#u6$v$eRc^|cimzEZ~XPw(25gp&Bvo_sOZqX26GeWL}keLd( zFO`jrh{W3Zz>*%<;m`ZmA1dZU;7MCQI_PBtm*VVwa9To4a>3=Vf6_6kzD3;+Amgch zQXk%oc*Ej?MJf(pnyyif=YLbJ_YyD%+U7nw#nEzfcLnV0L>kJ`!{H}C=ECT1%Y*8# z#f=3|^E8_C(%arkf6`6=3l|1DomR)Xmnuey&pMA$%xh zgd*E&XFxgEq#_}ixOjityl)J0&N0>ula(`N=|1~@74i}o+d&^8pn$_gM@C`r00iWaalqU%%H>nC!*$j&RBm8)ABdB{z%MKa4~~dG9p}eHb`#)*Otz-mm>n%VXDz zi-*UF;Qw|UO7tr&mx1}^B}0dMsT$T(`4SLG(ROF0Av7i_r&_n&)G>`8Bx##zMJP*~ z|J8X2htZos5&VSk#IKvH=6>XHAV1I$d!esKfEMHKKU6$H_P=%!g7d?r5$zo9h1{(e zWCYQJM4V-Q`fL1p?ipp|^_olRSIfwnbci;!hrc)Bk0^uw*vw(e@V!#XT>Q(M4hm(e z`CJa9XU6wOZIjTrs&Vm18Sz5zzxEk%_DCXAO>;9cu{PacOP$(R3Aa4OpO9;oJ}x-Q z=xzzvt@$O116k$vzy>|5YbK0HRY3I*L6}m|y>>Ks) zj`)*KUIxP8=okGFW7aAmjrmWdnI_TDVo}?daA5T<#m&$~Qw#A=i5BIGT7Nl^t!BY~ zhlNXnrJhUBWoHSJGwYkt73@B(47LF*`tFz$$++s(QYiHqn0MaTM~;E?Oer4x6udbf{>l z@Fz5DqYU0lE_PgtJ;*=1tFMXo{^SRpK7_g7A}TIg60v5-#<|(Q;!oo$ z{C&rH)HOAiwFsQGAT00z%nzyU@r;6uGvcK%vWK&}KUE^L(!{H1H~nOi%cwXlm17^h z4$TyzQ4^*eKdXub*+;C2v3MJTOTWmLWVE9if9zbETz2LyPdmxYILRV2GhC4J&K2u; z7x z5^ak}f{j%Dd8ky-;|C0bvuYSmO%qNSFBcU(TDU2>WTHTq>=jn=H~Pbk?(8VMB3C4d zz2Wu=B1UJu;vEYCGjr~qU#8nvU+8P?8(%Dxzci09{8pkHUie~(A4G-AFqz!wwr+AF z#rPiiv)WL8lM}G}ylL1jQr%TA+B9Ba{hLO=K*R16Vc*uwx@_UaR`F{Zb^JupbYCgg z(!kOYrr~icDryJXNX&rEzoVmv99`D|cfMAf0*BZn|D(y~)Q}2&p@hX|;Mn}9I+}=s zQ ze~H=x2SuJ>c%^n@&gk9)62UFr>w}*HwSMpRac(Q?6mT?N`(~csFO)>G5)(#tn^?Vg zFk-(b(c!j9`Z)DY@jat{)Jmr0<&*5QHpkyFCGPqOp!(tinLJ0!JAwzQo5#O!Ql+o1u zs5VTAnV6V0Aj`OP$lhOy#$C{w5VbfR=Ci8DPH`yh2n>K&Ly-z_$tVs+ref$npzNVD z;bYLs{LWHt-QV@37?a2jPf6}K-(hwNv}Kmmbj{EVbcs3Bri|7QwJ1_~rkB+)&Pw{%}S=Ow@dC>m`$KCkV_hvekpn?1m^`LJ@2yo(4`2`+1*{IDq7O1lXUi65U-$Ul@;W}wB6 zI9H_{?`l1>1;@x?h*Zdrb)<)|b*tH81E>_DrgNV{V3G4MXTIdq%nQyEdFRAmnf81p z)LM%es3(5ZG)W~*RrnKG&eDP_di*IrCR4Anst|hBZi+Ag&v3{72ez_*G;h_fj4~OA zV@+>p=8(vC|J5QrSGkD7;`&SkCQ)sKO68kIfo>rt(;fWDOhe~liLYeY6>q?5+JDyR zfg@-AvCBlW;}#@efindyTE9z@hw(a)QV*JpoZ2ahWQMsJ(xhSC7(epbsc84h#=WA$Pdw!9R*7ya>1MA{1( z%DfE^=ofi+3~Bw>w{i~JFix;)mJ*vu5#Aph(XNw*uyFlZylqs<5vG+la4ZXKossFb z_GZnE6LE8cetmCJO2jkqtOCdYA^G2?3(78ZT<{zj+mwDwrQBiio9Y|0_*%a^HOVhU zF)}IkBK#Q`36pQ|$9||l;bO`(>0T-FY%|$o>nfO*{m2`tWQtR6ny8O>X1bPopcva= zW!RGe?^;xLwPb!~ke%?_jj2+BK>tJ~J(~?Ioc`M<`)~MM3^vUm+XH?LjP4!h&v7jv zjk}P%q#Za`cV9OD=rboju+(O+u|1&m#MQp%cb>DrHLJo3#bf056`b*Z~c;>K49lno6Ho0UPk7{tXXvU-mM`$Oh*1< z%QfQ%ZL6@yql^ha__Jg?u@Ft71jG0Ioq;Rtpm)V$@xOkB7RT2_Jbp?`e(l+QVvhPF z=j4|$v~JigPnl|6SOJzEAc=WT{Xdl;RZDtN_X{L>)_SFb%}DkVjj6vK6$FU$H0~QN z^MsAcV30}Jp?xp?;&q5bUw5I&CC&lAY;PLH6tF)bIe7<|d=YmL+yk``aII{k<}-s?jWZ5qxIlfp4Xm8xvYp3Hsq; zapj_Y+G~fC!Roi_a!1GRw?r#>Ov61h#`MJuEogI!vl@|b7U>DTu8wEq(cT}_%i1NE zt}$oe{7eI?`G$=yRF#`vsx|)(ltxagfo z{r8K`-yH$NCoudnPa?y%kzl4O(eTaHc@ofBGP#)B+PB6o2DDY<&CvMBUSoDwef1(t z`KL2v<(L>7%sIkuoC?JnsHB!~G|R#A$qTn~14J%sy(=Zes*hIvBUL;d$i_Ah)<_7y zIuxLguI?aXNX9gBe=RYAb>u_O*6Lw8Z*q^ny`e>6V?!j^zaBwW`r-m}WUTeYkR^OE zg^pwX?bw)BFDmEV)a1F6PxUI}uD0RZw>xg%|qxT8fpJppfQ?i?ewy#ypKPlgvi5C4;$r`)V=7iGTSW6 z1zK+(TLk=qy5NXGgsFV`=`8UeG*PJvB?=eVWg&*y-(Mr8#2cVPTQ-mx%%H ze?D?6e=oPE0x}y>_QWU5R@G3@W@F~?%&A8?Ut_>Nmf!Mi)_dT^3g8O+XxmxB(Us+Y!lx~a+6uX<^60TKI1~XM=HdTM#~I%1>)Z)^b)QN)dSd|M zh3H!OrIHVu-vHYKnLypAyskJN>cqjeaA-eSn7&yFk1t^RyN%WuYOl9}w9uo^eYP~b zX!Y;lsaQSu2$-pB*3}NI4sqpRjD-`LbPO+~!lB7&ivbMj=v8$jK;GKAD|W-h%R+rW zp}{Nq9Sn0z3-WBiG_UaIz+BfeYrC>7nPJIQ-fQ}V|2!G{bntKs)$Q<3z12}V*8Ywh z>Y^6P57wd*>9y*>Ucw+DTFX_#+cxV`{q8c6rJF`LXvok#lnoeA`RJ2MZu3wq|RRFrjk zDZ%?BC!74PJ(0?0ZJP#~39`fb2yYEJ@+W|eT`BG=Uf6`KRvV28KE}`eBRyKewocHa zJ`;+#Uu1y_U*?2R?-;R@jma{i@M{F#@Q5r|e&VOY3Yl4n;^glH8c9_34L4--DgpKM zpXI!uamU{5FR3hSzG_Cr9FF8geRs=N!ILX@aC$t_-5?0@6>|u=BAgod@O#nochx^( z*H6S4K}^ZR7GTNL){_yHq{7XI(R=+)uk}pT>uP?7q?k_G@s;+)fK8?(E|~;JEl?5q zbn-svY2Uw!k{_8PA2D=;6a?#qpMDy+<4$fM+UeT=zP6QnK}>~<{W7ev*z(ReyAfNMisQw08RTi57A2rS6ZSWTAAR_Z^=GxJY5#^>EnXN^5(NhU(qIur!?53EH1|RGCMmH%F0u-rjHfzuBgAZ_P!4 zhYx&%<39*dIZe7S5T|M%Rs_x+ zTo8#W5getCklN9u$j8fGQ~gJScYlF}jqLy*U|?-_6WK2>PxRElr;aSmju|=a_eNdh zQ^-F7PzyFet87}W)=u|EgV-UuO(#9)hV7U4a%Cp?++{@C5e9h$H~1LinoAbJ&5>m7m%Bsj{8$rW0!Y&|ET z@*XGjKC0mW=>pq+tpg8^$K93cTfGoGM)Bfr8|^1P9B};h&dFnYC-4@!3x6w6zw=(P zhh8|)_56bv^uuBngdfM?>Cym1+w1@x?nhZ7iy0o8-0Ibz(tpH>Y0i%R!UG24`qEm;aAXbh@T_7d#|cQlwNi zM<|oUlOn*&%Zd+zEB%+cd|7Da9mBtSuPd-z>Lp0Sb9`iA(wq9sqc1w5@j-zYG86%2B(y*A(FKL5gpRBJrM^&2Jw22z z3rBKxAo}L2>9O;2^`GfL_aW(3MD35qzgur)Y=8R33?>p`9U1Y2V-dn)VrpwVe)Z(i zJ_$&*n-i( zhFVpQD(gXKG+($vom0t&b|@^}U9@p($iuEkiL}f3mmMXQ~n}*Yv&<7bl&O0*~C9`_rWMXs3K`+Onrr; zDEF^+f;x>NR1hOgwDL7a+qwPNU!Rd>uV3?DIgTPR2Azt zfNdL`i@|_TYejx{MUBGOv*nS?m8*BtRxh)^aP>Y1$v4EwoH#XA&K{1E z?6E?LCVQQq9D5Pi=qvCCE>d)!NV33cO!5jQHrH1clj@0F@cYV0)yK)SZ!_xImCYQKH18Iz~6%i5fiu(Mola!2iUl~xpg6(a8YKGm;mhuni zkX9z`U@jRid<=bLQvt%K36c(moW1eIw0kxib ztzbF7pz`P8sScv!T7?F!-_Xk_Ov~;q- z#_v$WZ;cxki%C5Tv>%yqXSQa$a5r4pZXen+{U3avk}~yoc6LsM?S>not2KXFa1ZtM z^)+03J>9Q@+rxkAP5gPg)LD@H9**S1EXKMKIGw*cxA4DjPj$&oc z-_i7OSyxtM^#Wptg$?$W)*%+W-*Q_XtoK_cKe{*U7XP&4Qu1%&OM2(c$Gl4#(ENj9`8 zG7;u|TYx>eC8#{q`dxvVJTFWae*DieO zy?j6EfobtfJ+%=Kj^+S2R&HpIYZ!_UhYa*7k7m>Jie(jkRWnh4YoW1DN;DxErri&kln=KkLkNCL$hxZW5jsznole_I zMmy8c=mC;W}rDritw+fKG=Tpee|Q=}lR59g5vaXtr8}GlB}+PDN_J2)NLNg*nRkfoRbk*+ zfp`OC$e>o1zoJkXodDamy`}hAvutN70U$06>aqiOhjM)|omffjT`@up*z6i{4o{kO zkO;ev@MP559Ve-GB*BV4bmY?@E6?E3?^0*1yxg-~Ut`2S5d9y;6i1EIvj|}ex3Wgr zOX%@7n#x$xYxkz-MSvWdV54?*wY<3#Z<_Br5qr4S&5rr$28B~{;EP^0mhCt3d|sT( zEQOV_#rXX$@;&~CN#J8)1G63V-KhS0BbqOUB464Md+WG|&NX-6TS!{)NH>lUgUNgd zm+5vrm25R4%i&tqW3G{30Wa)z<54;?4~BLvLB1&c`%HLQk_$Bj!vnNE+`Mq#+eYKC zexqwba05Z46e3e{ufy2^7-wU0A|?58HS}$R{Bx^TID*MVCaG1o1UaUDuxHiPosRWT3P2L0_+11b zNcLy(jK23QS@kTItR>g5c+dK4;qp`xo9-)s=RLTJjp?$;%j|pNS$U^7&fh}ZyemoE7=C+PD=vo744bahsM($SnB4^D>GHw)*##R=tBfKo9 zk}?4s-$+PEx;U}S%*{`{IFg6IvJo|A09_Y{IXXxF{{1Tw#4~4sdFzks{p0D}0EP+Y zp>KvUX3g;s{inC1z|G0o1@}XXU9Mz&KQ^*q+?St7kWEOhszzkK>HORAx;^<_zvf`k znQ)*azml9Y_7Q0r>dqg{+ep_a?N`qEOg1X$yN%XoP5TwA{qhgzS3pEr*0`3;J>Jr9 z;0W}diPzeKCv=wG-K`P!kg~Bp($<+Mo7QOnYIPs}yX7E)Cy)t8Lclj5My|X6b}IYF zZ~&U2iZnn=h82ERg>Dv6-hVmHCrpt_n&0! z;v)B*!Wz}9ys@#4#zm_X-)Mef{-gHpfQKCPA+%3cXa}irRj#guPJ7q&7rm!`jJP5sGWA^0c!{P6LmF+bdKZ#AX30S0 zr4_B019)@-Qcf0|xW|=-PSKD>It0l!O9TM zIa<~eY7CLN-myQRx0=E0{sPNoDrwiZrB|4wL?fWE`I-}tDjr~R77xtxWD#rJ70=}4 zE%*f3)xN?f{H3UUHLm_I05%NcL>vE3UcPd?6yK;1+r%-KrfDCUJQQ&3ARCN&8yWoB zj5&N3V{vrSwNTO*aklWS#p?ok0cj?0^Q&mFwY60v^ZCFbbJdF|wt!&I-kvKV3+zOd zm=Tp1i-X5E6vwsPw2zpCEQa#i_~&9744G!lH~J1xi4y zL-15^5CHW|0FAu5iX2x{PAu{&v&Te{B9!a-kb?JNXufM`H>ugTq`vo!e(AWrr-5Bk z;)kn`t$rb^C#&8ztgGkmR(t%OPM$J%v%I3NJD(oYE0vU#plE)lXwEJ!XE&SCC(Jm# zi#ACAyne0@&$lD>RFYLd)cZb_mBOEykTNNCKu?0`y4YYl*DAua!h!@zQqiFSK|t)K z@eu(*8KXtz<(dZrRa%wa+r82%ZCQVfLSuWBMO)Z+=oDOpqPAn)f0y(}$abmmoo+@8 z?opb1Ru8l*A7|RaVHaJ;qo*tv$AiCRm-JiMS7;tnZ+BPkN8`yH`GB-n^oQlIOc713 zh3^EjMqA#0?A}8t=;pD!v|aNQ<$TjEuNrQn#xalr6MX2v3Pw$kej5Mab+G#HhJQjH zPOc9NLyw~*c#%J9P}h(tH3~Yo!8__F{*qvq!=Gw1wVP*G6t_oDQLLhi{(WuIvmsba zS#0*RNqi+8Cz3c>6m_qYB}B{IMl|>Tb}9dVN4Xy#qDc=&G|=2 zw2qgru-b!)gs03Z*m;Kqwt&%ncaRG##Ewv@!i7^)ToG^!AWR^dFmQib}`<$eOm444dhX5&}-U*9N;OT9p-B5l1 zU>s;S47mBQC+&wVL?L)=&pRV$>U%`)m!QkuSd7xQ?L8oWgDa35hWg# z3d4rvxAs_!^?na0*3d26Fodrd%-vwH{;ib6eJ&vsLi)ChV(+B>ijZC#4oO!1EtzKe zw26h=*{S5O+ew_- z!a}Rz1{Fx(J+TSd$v!WK=2UYQ+Z=M&A!A{+8-oHH?ZmE*&6VBC)s1a;Q0kBwaER0b z1V8X6Y60r&j<&HD`3bYd27weFBQwPOUJb|L9Q~Wwku?${QAxwq9%l>VriUq= zw?q|cTp>-p^W3lRQN5Q9C-oSgjZ`)pjn<@^=lEQga)k*Ql009Ic1QxQhFhsxm#)~b zSp&9{9Ln)z!SCyyImdGj6b3IitH?a8VCoyoyB0ETCjv>2JFHo|v3dqHwKptH7^Ppk zG(h-l@9@}_3=bl!Ut@pxb)GSr?G_i2VO{_|`lY+zYnI5LX-f=-T^T%(!3e(TmL?88 z7_3%3Z7j&VA$?X`ns@<)LJ@%an#eEjF*4+Q{L=wSTs(>2?K!=cXb|yU^1BZV`dx(X zk>q|+!~iJ7X<0KKMEN)0SIZ5cwA`(}sM2zu)XuLT;KYJkg#{a~wXkagtQS`_*zTE2 zmUpi2Nd=*7RqvPPT=c@5)plz5x_A(Al@Q%Yviy7cufi>QU*Jlt2x8NIoYUz&dnijY z-?xY~O!K-4daeQ`xWCpwO`Kya_Cd;(Nm?o1L|*M5o2uQPzt}W@(DCb@;PDsN^#T4V zmzrI0CJ{Uoti)StTixd2awRW{<2x7}X5leeR)LovPpgAuEvnR+Q1E~ zc;ioU*WD;JzB~t-d!K@W0;Su_>v1w=QJ7WR-^Im;vJ$7C#?gU>{)Sv_SFLk*d(cEl z(}aS(Mf(i=q=M)Nm{+a{fvLNN&5r=tWiyBN$Q-?bch#OoQb-v@+nzD8x66xQ|KbG`4gj0)+fS`*$Rh|mevmf%>O@CBt(nyW)CO>0%I;i4v(&uHx@Oo zNCfCr3EL91Bj0*}<6+sDwc_&9v^d)3l|eLTVj3LW=bD$;t9!#Ra6o$aJ#jl#v@R8B z2i8m>+j=rP>D*)+9_v}TZv?NHXJ@ePR!lp@{gxq%tigMOH}O3{9Mzbe<1Z?CRd<{2 zJ(TPo#n@X0ykkV5z{&fP?!~Vc7@A+cNLUs+xouM@jop{|JpC!oI)*DSmQ<*^D5{CA zf{Jn=hwWfr#mhf{N@&@ou#HH>P2lM5Jf*baOyQLFBJ@@kqEpKBpLI*OUWa${Jk3(B z_SJho;}l4$VCQuKcc&BN?<`K*iRTEz9Ly8dky`Y8ju7Xl8N}tZ?egMr*g3Lc<+y6a zUl{WP5g?UU*etT%I!^MEUgZjJev-3yc}lZ{haj+A3edIe_4T!ZY2r64GS6V#_bfDh z4sWynaXitgM6^V*Z#12dJ?0A%!FbGLQ=J#xl+mn52&3tAo@}H0)uy)c&THjC#qN#@ z5!?FQI1BY!sg!TBG8h*c>UGLhDyq1rK5?ee&vvksN?gO^>ok60syP@@<{Gv314Az@ zh}zNQUun&_dVYScexkiSF5*}{ziv%GYa4Z*Etb5#aWH0jgVo#h+p#aUJ+J%%Klgx5 zb+8gG$yMa(4>QUP*|#Bw1QsrRA2A}HmJ)EPdbER&ZvyPfqX(u^`^m;baTzJUV;9<9 zPne|=>@E12iAb#PFMOyLME6ft3eEX!WA;V88a{vk(0)^L>%}m;wk>!j1=aZ8QsM7- z4PLtaGbi{1sG4WzejEjE?_fbTo|0cZ%t@gvD0f3N_{dP+INr> z@Anw_Q2-5nd?<71@c{@<8fZ6{5%ciRMi?7_xG(LfhyO|UFI@5CyG)a*gkhn(-9>>z zE|R|_5~t|+A?ufp6_1f>;ki@42BKbRTy+}XZnE8M{4}x?O-T94kD)?Tcu zIB=NOeq5gSc#Kuy6z-7qI>CTMh)7e+51NzUxhBsqW!Sp@CvF2w`X@4lv{r1ZG8A&c ze>}~Wu`p552&xF0`=jM;d$!U#Nr;CTWO)Tl9QHT=a#3f?e53qZLfqxZovmV4KFG!*HX^!K-;02>^?sYj6*btEQ#Z1dO&5!^%bv&ejY1P+pedM)YHC3~K&-Rct49{m z<`%^J0K0!x!4ac%%$Q|uMRNV^ua~9M$ud|IdEq4i=GZcn062xG=GXWXx>;u=pqBA`KQO_IwOgIVO# zB=ct`BXZJptJ;7?{$?`M)>=T}gCJfM93{J;jips$jSF3M=5; zo=?=}xt8ESC3js$&SnY;>?N@V-?3K~s=c0UmSRAC;s8pOQtl)nISexa0|(x|-F3F7 zZ88;B)Dv)GIPWDNd#qsJ+x+zY{ID_`*8W;62^n|1-Rop~RU?_1QFEv^+Ow%dEm>RWRiUIPr-dJ6$Zm2M(# z?mK=eOrFe1!q}09ol?@XRpq>G{X~1_Ik{p^N!^DiM(P2uSZ3?hF`qXzdwl!Ama?>pExDwN-C&qN- zAwdy(-Xvz^= z{9;6b8zvR>Gyh$o%I?1Y?cc01jgOA&v~2HqTzlH!=wO;Uz}kWWHZr&Kw$#fYR;Ie5q70pa_S8FZT93bZB%}vwrd&&~-i&(ZJ z!|r?F4?H8%U@qsjrO~&dk^I_!+coo$HRk6qlM^L3wzyhFLe=NJRnF9SYr0ly8d1Nk zADj{GuyXs!6LQU->M`X>)GNz5$@2~q@%jrXd(^^HfRcum^>6d%C52~-r|D<0H?Jx^ z{p~klJP0~!XMf1Rs=E#s-Ev=awM3O1A5TKJTsbal-o<)^S(P^nflFRTC^)5-%w(XK zPV(C9i=#rL@i4`8t{;cTzLgTOIxW{-k8NHKWAwM5yR+`0rIcwWobAPxq5hMfp9}OB z1wC75JiSP?Vobe#>3JP#c3l7o|7I2Xv%>n*I;(N8Ihzlx$f+(FwS zBMKy*RA_zLN$Zc4I~q}Hm@4S}5_6wCouLw)U#=+CdeW|`yfmtUL%#|mMwU|LP?1}H zI*|-jH$^I(kT4j9`BVHL41WF!uGN{ELd1faMmCF8Pj;HcSv#J0q%BB%q4TV`!iZd0 z5#KF+4ZtP=`AnPkZZ8C)x-aAdtZX1(d$0HddsQ^5;fg}iyUC~CjT^q2BsqMs`d_BWR2Ch1dO@2KC2gH-%Zq4w!ZU|3 zyCz(L69mk4zI8GkYKW99fo8&>XE1_&Vu;mDAV@=Kn%}jiWv?hEYSQ2d>FbWGh~M&2 z?gpt@+ioGUTzCWd9Hk9g&jA2HEPW0 zyz?H!OTO%~X2&OZeT-CIrtB!)Mu4zAOi16!KkaqF-bpUuanTk8HCsk!gFDQfVoG@I z-ufqA*VxbK`hJ<}u14CJV;<{mMDq1%g-s?}ZP3cpSoqD{%-g4rki zu!~PjbYRPu8c9aYQI1gIv(_!`8R=Rzw%@tF`gWp~?wgc^{4-fhhJJ3eo;(l>#~S~X z&-Q%JBEJ4FYgm^&okH*hD{wUbNQ>w%kP~h}H?3I_$>nAsQfi=B_L;yk&n8_OZyVi| zBw>jO1)oq2A5E+RX&6$JzllUCN-di-_fIPFa1qY9LjHf3I8^;U59kC~7U0s4vk>7f{$erB6UAr)iA+o$nXV0d=lUfS#oWEz9`= zkr^tsjd>oleYa?}V7)pZl`CgQ7HAQ+mmR$lqwMb4ZQ~BzP=G&l6jE8pGom2<@v5r0`4{Q$4X3$sb zfl)Ez$njTsULstiU*?~u^R@lsojP@G;FVTuX8vow;Yvo6GQ%e2(ifH|%d%^Uj$a*% z6(zdqdj?y*e$cltYH7B0sT71m(!T$&R2x^1aa8_#*|1((c0$%WKDs*Kh@shnm0m^V zlVG_L+^ycjOu;q@ZoCeNj54l@#fcyG{4>J_m*rWo$(-?SPkrxAg(;*tFvBoZMxemH zd`(tvXqFfKg^f0>-ls%}C^0VDYUNYGAqv=V(D$e0gK&E_e-eFk_P?qCjYmvOsa;=s zCfs?9BGIxAL834 z8sa$LbJgSx$&VGG2dkgEz#a|k?46td4<~n1Y)_Z0w7PP>z0JY?zC&IVEXC?jtb1g zv}B2X>EexiUFce#Cbb8eo=Ef*JLc0*y!&yoPMPNvOEmMhFKw1n&jXt&zHP!E;;y{I zYO4CMjs>&d$pU*lqO?fs|JHq(FCVfbMLeT|rCLPVen;-bj=5jDqJ>la4*E8ClERe- zjem*%9$6lw`Mrq*-hMOSzazj=KPD^HR+X1`jbR~TnyGmJ0@PNU<=5}GKy#pm464n`Tc(-^+-0ch7$1%FzwXR1wA)E{1@s^K*NAyICTj$%n zoVvbGM&X@lOI}D8Le&jN)K6Nm6;=I46g5qaRp3uo$SJUOM4vD zUFwQ6+gr_2ilAQ&5ic#M5rx{Syz3`vKL;@3@G@VhsW!rdUALdi-rW+WQ&#ROnXCS^ zj&F1Y?jMigMJL&2YA`LZRZ8AmIEFuoJ`S-=N3(6G3~9K7<`8^^6j-?Ya^|ic^~2u_ zW>Co!^bEpnpY=ht?8KMSDw!(|&D%?h)9NJhhcq^qD zAw0PMp?ERQ0;heMR9^LiQ*AU%HDYch->U+QBd;K34>0tWit@iJdRg1n`MwGvaMU~D zhhDCFBWK}}Lyx8tqhVRnrW*gmHY5p5Ya_iXDsDDLM6NQi zu(oUyy}n^s-+xDMn}{W>Am1hK5d154`!V-bE|N}IgWo;a!}mB-=I(A1fsKQSVS1HT z%R9E_RsI_J$7Xto6&^Oov65}8preVSXgG>kF}6bWUalXLmxa)LI0^^m)T;zT0vF=F z5N->G)bzInuVX-j1sFl9mMX{)hk&G zHCn@fg3sT2m0P;jr}yH@aCe`UxI6W@6KY8}+fa3ruXv#j@lu_cnyG z1WMo253Ft1b*WJU{f$Z!J!v?d@b?nhXRH4d%g)2De|+Z0Xklt%u++|!+o=m=aS_m4MJ(0 z=qX85O{&KR^%PiRt~z=_T$3n+O6k48>usTI`Ydjs_^+_kzt~Bh-Iut_Md7UirJ9m9D_*=aEoX$~p3uQt#6!9H4g=6SMXFmd{w= zVzUTz!XMD60Qr+LGuRUoPWxTPN0M+>jub~y{KDfFH2N; z3M?>J{RLf*ZT&8g!D2i5Z9}ncV)o6FdcFgS@G7Ny4#`P>$)Yo{)agCNf>%+rcaMcu z8Z6dyhY<~3%5kn^z(@0$!UB)-cHOq7`tLSdn4R8h)rHx2`uKxf6BaJl@zfs~j8)mw zyAU5@qJ`)2pv+_pzAgA-92ToKsWJ{KPh zsGDl)pQ`+=o64;mFRbLID{i1RR6i3UkgvqyT;lO5ldC)mT0BJf$O-0&Hqp~d?aoQQKbogpVwC*=3%Fuvuh|JEA-RpRpMRKkOexg(f}S|+ zg_3>P7w|_jHi^*u|5dK0&AL&kspZR7@Gf~G=6!v`S%@1G$J`s(mvBeszIy11>EXFw z_hf-kRC3#qJgyIBu@TPVc~z`8hHkRv0X^KNN{Y!XzQ{<=+fWsHw*62JVK*leLiE1= z{_~fctsk-F=ce(`n)hda5Y{$Y*kwsyyhVxAQ+*fvH@s0Jl%XiKd0xuF2rIfso+*o- zP^7KX?O$M>ozAbo>vG+@MdavYOFzQO%CE!wuC7*0z~omuw}ufXKC82@2C$n{UDAT3$`$Iz%NHk+PeDtj)4^7|K z`2T{6Yl<6@pV%|kA&{#3>dJkWLZG!T(rI;gt?%iLvUZD$buskF`@3kb!8<#~VXhZ! z{n1%eg-fgAT#s(QT(G)mDhlfeC2itOpJ1*jm%9V#!GIS5p95mcDGgnu4I939A{4Am z-w0~MsR6-S24OLJN|QX?kz6_)`u`Tj!8;SSm~Hi!Uut>1N)^AMTtFmi{VtNJ^W5cC z$BB=Yt)HN8?~iC8$WFs=PBv{DgBS4wMwe8xVy*>2B*luisSRzY<<3>TeWmVsRrREd z#426h?#md7eEavD#njqmxGW#TYZJwC!=tx{NaDBO=XJBS58hid3n$U_GxXVx5V2y; z%T^z1V3u7I!9!fTcWY~QNTSzb3%NN$wSHcgimrBIzRTf+FshOOl45FhvzS8mIG|H0 z4F!8h12X}Z;ZZvV21Bu2fovD;=}MK<$Km}GRmpdyLN+Hoj^3I{d9`k-_H15&yv6Xa z`bB1xbqCzR7l&g}nWDRz@`+#l=J})T4eEK*7>8@?`kX zaHSX)?aD9C&bb=jmmc+9@&8t(N|wYq0(j(-ym-1f^$7X)vX#nb9~^#tdX{UN~V&2i?IRe~%tQpLu={&mgQkuxU_ z+c>wh+DAFWr^8sh$8Js%)W;d|y3%nMWMFxfWg!#F?8%aJYI8II*kvwvQjz zr=!l|H*9o?OB8?3-$Jl1BKd?U{%yVx_+)%&7Omz(B(;tfTNVt1;zJa;wUcV_ew$yp zSX1-nc973wKh$m|qs_ZT`Iq727H{TYR2~fsj;+PVap8Ki7++Akk$-e%*p{uY)MM)LCVg z7w84X37C4*E-1u7(jMa#JuZ4!pI*TSqrHLoNgNhP-J6-ZtlJMwDJEc}CaKt!W9c+F z2k<$Ue=>DXudC-_69>d1xk!IyzdgH?)0{oa z+_EXv5OLoK=`=p8YGNv$8@Ek67>K0BPt3}ia*hvUynv$QdR^$F;9nh$WK=v`~?wa{uMjJYPHHb}_8Mrm*1T2G;c9CEiO8UZG!T zJJZ5Uw7_{MJL~^lC*jsBGfl^Akuh-+76ngAYX`KeRC8jX6?EB7Di*f{>yCkz;zHgu zQxX6w&A!s^ue4qI#9a1boqgHf>r=Tj3vqY@2c5eweX=`&q*I3D0fQ}@Qi2x`Ic+Tq z;M)8DwV^gRX`0BPr2^;sIBovLsFHPja(vkcZ%m45A=OvzOTAu-!1q`|{)nh4B~g6J z3`rUN!f@&cPM&tdS6OOEhXVw&J;gO={y#$v;ftN!U2?7{i9nqqZ8hlzfQ{4C@P^R~ zIN)W=w@NJ>HjoglP5;Y(c-FbUzwl#G7F}^Al@?pM)r3=&WYw7uFgo1TkY`HVytQ*a z_azOL%70DTkNy4q;7B#McL^TctO$BwQzu%b2jYTV9@YAU5&4n;tPxtG{2Giz@%%p|%hj|5D-kwG?87zTh%(Os{jp;enqaeV_J7Dhr;oCmCb5 zovuL{5_*CbV9s4=@Hghe5Qk4FBgX?%(Y@afzcY|uSSo9+_kn>AZmr)f<8*ikco)(N ze83tAxWEQ|F*>5EL)D9XWw~nM%7j)^J=ecCcl&=^lONSePZ$0``vlyj-Y0&}%rPib z>?!0|YdZC%v*L}7%?ox`ObcaRl9e)6n$YC{SJ~H*S8?@dkKe4 zl^P-nRs+7(z~JOM_l9Sb4bAtFv-g4(|K-HC5o3xr=1Xsnl$Le+3{9(#l0x@?Lku=z zC#W|VeJ|WnQngzzTMS7OW|N!G#C#JwZzoPnHaB+3d{0hDuAuJH2`j1}fGtbwhB`Vp zMqaG&;LI8c$+I-u>6|;{{FfSE=_rakKIN9T|8xnhFN3psYA-H*2*fTvJ@LiI zSB^v^sK_h6gMJcwV75?3l_rc;5n-)I24sqckMR{qFg9=yV+KG9{NZ9jm9l{;`|w zmj&{JLDyP-$hB*)M|9p);wF4o?MiQz@ILyOVn>Amby8}CI@_gmtXslI$ayIduZ}bq zAK@Zb;pTrd!ka4OJe>fvzRZZ2Jxvgl|b~+-vfeqvS*o5kncmB#) z*zd1DWabRu;g4oSf`?n6Wsq5*T^^@YbaG>-_>u-E{o;9MaW-BGZoJFKMiX<%aY$k* zs(KWdrb(Rr`x~=uSI74i*k$5w4E+;tIz4_^+j-A0L3lE3xO1~P`&L2Nf4t-PQZFBo z3J|e=nSACBSd-vvixP8pCpe4m>k2#)fzf}+EC~_BQB~DoCW4GqdQ%E>0G{)!TvJskgOp;fLPUi~~T)^dY`Q8#iMm+eMNaT**sO7Fv5MtI)-rhJ6?J(0`y z59tx8{UA2*j$L107cy|xJ4nPB&c6HGaSVT{Zs(dh3I4H`EoelR5Z(N8fC4_i>-Xg> z%TRn(Yh}i@F^NNXzo1?q-+N~)PWz1b_oUC_sXyH{6CRJ43Qq4KA+FJ@52M6PE5;o) z9UWr?O2Q66fOack#A{zjzgn(4@SUV(hHH&m7YP{enl1{M;C<=dAU$;rE7J{SVy+4qPKSK{t0XZ*y zy6wFd?&#=H=nX_4`xxo7CmL$+BHIj?1EM=EQ7Q0Q zS8u^kRk%fqq9`CzDxHFKw{(YeNOyO4hjfc{g9u1%x;r-^-QC^IChr2yx#!*Y2iD%} zTl1Sa#+affz%BcLq;`%#%ldgWD8>mj>?|!)x_c1BSIftiP88d-Qm-Br5j{UfK9Kjeg12EWaj#xd zlD4eQ^%2r{Q{OfaLOe2v=CQ(sZJjOP{TFbGxL*U8+#7F;E%&60qT!6;T(rf|ow^cK zrKI{bgoE8>MfN=Llt=9WxY2F+-I4JG4q3pGhzQwljF8o(BQ)5-`3v>{tjIA42fGMki3e+jYJpt>kI)fH;Bbm*nC- z4<4+QMwGtFFb`YU0ac9Z5uYt%A2w?r012Jt3er_LnVd2$8TzRA;qCgiPOm)-I5PX$=c0PB@yi)@g((c-_5oN~ zn@0{i*2%ergM#(OuNhA}N+kQPC+ZFkxH(H6OM5g+O-t&-pMJaRyvlftdlxS+OEKr- zNoGBI@tF~azuYP*VfTzUjXup>SHPS>5p*jUvtPO+TJ3So37pM`T>5G~YDZWDJ; z;=UFXri;6lWAyBXX{>Hl`&m$dO&2+HXu~WQa+L=gp^PA$SyDWq~98Vj@P+?}FZtUzK2sJtyqX=DLx~R%B zMQiIHks==9#DwFRl~4!^*>B$SCQKLv$H9uy#euta;lXs*>KVd!gwo_M^DM;8n$uJ{ zf)(+HgY9)aLAL~wUxa~yoKJByyRnPzVU_Omw&n2_Sl_?LA|{>>SuA^h}+#4 z&+r%T51p6JI6CMtc_xI3%Fa9tU14JD?N^cy3Nwp1BqkW@Cn5qnz4z6K~)4i;IR!F63QHNyaj@yo;Pa5oaGwi*q zJA>S5B`nlZ8ak${45L(K4Uss3ZC4&koV88-*MJY@cXqzISN5$Reynz0V?n&}OXoyt zYU=Oc^{z|UL&jlk20Z?R^Qv~Ul+3T{1ch{^u#9j zM{yo;+f!{aUxh}*VQO}btJlxGsztJ~oY*++!c^9RKbo!>phsA|T`Xx>tMUdY9Nd7| zg!eyy{^|*SAmcq|QJ}=f-HMB%s0zeM@Qj^@OY2~A)*NGH6P>+!oxdEn^NKr3{xCDqoZr0ia+;W-oQBw{}k#zbOT$)kNT0RQip3_dOO8c#n zotDRgp%r8oxxUt|vy&%Lg}Z-4cmJATSrKL%8X$4rH&>9PJa@=el+!6*2P>5IQ8i?D z1?fg+;3M22SKaQuDpAV8{F(nPv3=D5X@KU?`?U^PWKqv#vo49^!-QWypAR9(!ktW| zYiY8SfyH8CXwFZdP0x}=`gR$$Stor@`M0EYv%Bsp!0hFG*T|*qdRVtr3oxsnoTmGb zZ5*RZzxv|8xusJ}NolfLuP!2dSiE5q@rJ zdzmaQIOX`%oh|V{<}7t9t8pJEvS@!4th+h@KCPs-BgNk5-ez_S>o}n$Mm4$$E(Q@= zWnx?}!$_2{fa{8uYpKx`o*!+WmjEJTkbEe?wJ*Wb7k{{F$*8Vo#dqIlNOwCG3k(c| z3y{?FRQ(a{8c!CaqJ<<+?sD?>jQBR;@D_iSTcRj7s7}?BDf49dJL^(kHCy z-0VZKY>IJi1XbyIy8W!jX!ma9CBLC9ePBbSL;@|NS9Rac`?Z?xV;8E#cz!M=qQ&ak zysP2KI$!X2ecghTtTB7!hYq&xa#P-v!^4J2C<`u^qL>W-e??t#=~98POVj(Z&-DR5 zcG><`66fPV>dmTmn;la1ZIAk5Yq2@}+c2Hu!L2F4h^^X1sF1b1(+?N-oQYRrUu%zt=}R7`AKmbj&)_~O2qdMY8G3rAW!%qX0K^*xZtji@uj6}< ze&_U!GGn@V?5`+&vOV1pc_Fd;1aZ`;`Vo!MIW!`T_Z*agfcsm9vC*Z>YkrsR6dx15DLdDE*VTP%1E6=aNh6f)d?`_38Pqn?aErE2n%whCN>nusag5>T z+|>nGGi#q@@9>}_44%a-^62LmGtkD)D>IfD`z@`h|DG_Vu5p0d3T1zXHviHEZ{yze z-SpRGioBiF+d}RL42`C5lunzG>$968X&X71A&bIyEAG6vu==K~#`XD1{qv3J?UiOO z9%vp9)YTKc1otINxw1v4(NSKh1h-|6N5y;6h|Z@?OOG3O`*bZ~Cd@YA#OO%W=*aPO zy`@~#O5}g#jQ7~9RcQO%mts6(2+Fz@?u;M#R%8oZOB=~5W<@5-YMbdrJ}Y!r9~cFF z0T%YW)TZ;@1?cpDf7#E%6-dEz@XK1pnWxh6hIaqfKwf6j7ORfktPrXCjXf;do zyl8!x?Lp7LJi${yEC@Fpq!dtG}yv~Zt&W+Z)Iq_!L=gA zB5q@%PGg;!k(TKB<7>oj7{@_}Tvro~4~!sFyEC^$lUvFxAvf?@Hvz#)O3T?JVFJ}B zq}yOJ0YvY}N{b*_y|kpNDW=@3coh$onRT%(&ubYIJ4>3h&q;8j6Q0dLuVkb=mS5uH zi^cyMJB314UZFE1HNS1>|E`{r2d?O0*{zb2!;fHJj_))Mv7d#Q*7gh~JKrnPl8_79ZjD2dyElQ8oTTrRs!fqle4Q zeKp)?Q1OVx3SQz@UV802oMy-#`{UcbOM-%e_}Xre`CRh%DjSW2*9|56T*5dV1<=q5 z0<0p$={$E(Q7Y_PdEB<;{aVi`t;zzI2VtmgWv^R6S4s)DpF&5Dq>-P5Ie$ zz0F=~&T)mpkNa~3ZBbQcQUflhxNUrlSJgy0t*w?$n4(sLXXIr!p=;#lFD_0O;G!{}p#)`;0oy8a=>h zd;QYja7)x>o#AJzV6a*zM?0A6M-@Aot7L+{Q^JsaOmImL3?zZP=Z4Z`tA+ zU&TC!Lm@$pMwbshLMx+@U{7iIu-)P#G!!b$hB%cu9%K3oWAd8FH5Vk7MI+bgO-iW9 z5s@FaN1ru}{r5JNfA75=9DjhD)70~7+6pG(;^-SzFed~pT?6fe55IGgp6jggmpaSZ zy&PNfX4MzGdwYIlb9V5!D+GFT4l7|W=_v##6?KE7wT;yy%xqmx@NZL8f)%%*s=$ zC=l!^%V%*m_Gcfw!^JYUZ-YHZ&umC^ZL;W*Bkm(M#ANd2O`=cO9_8TV1LnkXa@^Zr zDprUor;%V5dSf2Zwr})G_n*@f3T?yLGFHtXdw<8N8`EPdOa|$f?^+c}6JUqcvZZJJ zHQ+|chA+Fo*v6aLMm;`o=X55v^0xhm?{BiP z8XwZg8o<%Id<>t6laE<}jNs`lgW50l)ZaG^4m{ckcAL{R2^CyQ3U-^ZG|T$NMKHib z46)F_L;*c(2OslWn7)aPNV>DJoom*%^m@%m|&Y{MJL*h zA~2xcbz=QWl|_7-8528w@x(X_wR6r$ReL+z*w(|8$n$Z!S>Hl{B z;U~-hn8KwA`!Un9lv zlY5~N9^n=Ye9G=E`)Z$7dDMzg^`F2+r*sidUqA~Shm7kIF6ogtv(+3`eJB;!ZB$zH zY1-z!tP!9^YGsCSa`}-^+xKh1m`aITY?4k~)OPSv>Wp2+--Bo3#-@pJ#xj4IxbbAK|Q3oOVW{2q=wr!@k456l)I7t*B4oVLY; zBHihPlamub!wv=c-OSUtbu}yD&^uWJ>{?Iz$dGQg>Dx^XhJE)&+&`PF5Ouw9r@meP ztJTH6A2z0ju_493lnUddF&vFG#X_El?nIW$% z8OENrKIzdZ;N1DpLPSbKUdYAgxB`jtduq=nP0VfvE$OFjFq|zyaf!8}UgG|>2!M!j z`%d7xTxOR3<^bAWWwLjt?7~cXLZoiM+Z&xlTA8=i@%F%A{*~LFx9D{>L_FeiHIIun z+uPLQ2MXo=5~HprAMikh1<#<(LC1CY!WI=zIi^)8Sdvg_N8AXbctZef>Cpg*g*#ye*Dfgs@_(gGuWM7MK~x zsC07L`c{omx;eX3lAaf7v@lS%ZbTp6J@I2_zb|H}%av&>xD&(li2M*T`%NH5+Pa)) zNdny3eu%;ByZ7V!nd~48`G)8C9&Kb67LFIvoYf(%@QVvjC5qOuw2UZU5Suw9{=_9A zx*1cs(Og<$%Zv`vt?neM>-a+rJ7p4qW{HlpRp8Cvcc3$Pix6n8Cr6}|@!Nnjgfk)u zhkV)LVyJEt!hwJ*V(uL&WjZt!rO4Z-*c>U)D>K}3wHNtoPoQj-Oc_DG$j$ce%2gK@ zcHQR#cNY9cC@=8rctSMyZJJXUnF(>(~|- zzBn9Julb72K4>A1X|e@?Q_QwKVPFz$s@g9P9-%|heYwKEmj!m8eKtc&xf6lQ+ii11 z)X)G{`8guu)`+X$x(13i82q4ovVsvJF8m?9v$!w}x^iq!?&wvi{hP(xT+^zH6YUCj zG6L5A(OR0xS7cU2A4{4E5K*`F2EA~nB1X5o%5|?wZ7~0OrheWdzf@k6dxhU5o%PYg z%x=JuP#NJDMPR=9CyeS%N*^apStQRUnX#QSF=0ePq5l6sx5_UsoyupZ0o??TIn1mJ z9QWqx$FY{))RTpC1nT9pjDKiZYJ$Z^E0!Z@5%_aid2|8a2ePm=4mX#3J2xev95v;> z1yLA5E9@D%HDr9omgw<+mH}VItOqJ~3_7iKqbq0n>gzq1^F>NZmHO}&`mVlp`i1P6 zAY8+ zlH#=w%&K}o^_Gs{cKXO_376ts!V27MH6}QJ4lFEA8qU$D??5Q+la)o7o0nHNa)!+Q z^|9Z**^2%mK?CvbOQjOIW93k;C`nDc!8cwP?fUFh{i6n?D1n7@{Up%_K4wk0vZSz8 z*(|0LxP{*J=tb?|pd?)%v#h%d+rgavJZj+SorM+&TDEs(o|+h1O#)dcT>inyGUh#o z?G8v*temm>d0JninCp}Z-BdEnv#poe2U9(npzn=I%3fTBfWJT%&>8FZTxuyXZ<=6X z-D*JkQj|-z-i}#6X%|ws#;32F907EfQX(v3g@IAO6JKAfn#d=$t*?W&-4n{hgo2hyEy{ zy<2m)T!!ik=f3W6ZIwRzcAVT7Er4qV$GRIB5`MLpn|#l@rf>c0tq%YMk$FISYUewZ zYOZ;%((qRA)kUJ|?CxBZGF%#7-{r*9rCfiuOM>eKSyXhe#Utd{Mt$xAM#@D4Rkmj9 zroc_eT9SFrf0&21x5=TfffV{{qo2kBgtb5kr|d9Bxn0YAc$PzUsVpeTx7!if`(r~= zSZVx{c#)V43t=+&jbwH}bMiejyU(ZVlZ>b9h1r|X|6Riy+>(V|>zyB}W&npE+uf@H zzsrXHpkvMoYwZ{i4%`2obKD)E3z%1^hp^1NocYOd?d+BJz8Ze{_MY%3m?`e)j5kW5 z{F2I>l*oN7udkbeZqFn(h>A8me*rx4RC2Oo<$~uQTv%8Dz|i;eysvZ|x7is_zB{Mp zNxgS?D~#CBGb=JI+U2IN^8hX9zf5Iq)7 zDB$tG<1}k+d;u@?`e)dAG`>4*U<~Qq$YWTNaf_eYUkv&XCW)VjO7Ky?h$rSVWuO2V z?u%DE<*93Hg{tlGt8+mdy&Hb1_!+#hLfTbk3}3nVdW%=G!(8-y4cwuB>48ERk&VlD z$Ehcc=KwKs@sCgNav%;T0iq>Pv|5e9=82M3-t3AEQSvA7@w5yxCyKQ$^cpegh2EVv z({mIXU*3EnE1Yi#dtKx7XCU%DvFZs|ugWS(qf(Lu$)Lq1VrPN&@2Nz#SogvFv-N?o zL zYebd@R>pQ~G3)Bsci^SlaaHPB?pl>f*@6o)F7(8ZPcsgI(a>`p=a<`DwRM zoHww?{fJVL+&0W&G`IK)Bn2KoUg@XPoq$)7{@|J49(qyi;wemhyS}ee!G+dm1cy}D z*Tsq`>5^_t?)IsqstS{CRf-}0`t?`VjL#~)AHSO;Hf{M|sNrTOl-*?Lt(2N@4YCY1 zuxsCD2QKDCk3#4R*)yJG4N_HJPz#sK;U}*Uc1(o!{@=5;=@#p zSbiLNkT(ZrKMF48vw~df88rODqq8@8MAWC?qg9%F<-TeuFMWJJcK=TUd5pLInvZkZ zYJOjb`)C6LG_>+Pv}8MEMM3&Q=${bL{&hRn9fuznW5QZ0sd*kz-Nr3UO?}Qu+~J~R zIMp${rOE+q+ zwRDAvgbtjVn6pV_bt`Ms`;@6g5ZQ49YX!@J9=FdB3X;(u- zF}8;-{pJO-D`zRf;{#URVCVGl!vsT9$($Wl8kj&M>>FRdl^-KMScQd%r}^{{ho6V( zXF|mPar?tm%9P`ZNggh7$y>~jYSCBF9RUT-0ioWA!wM`{Oinr36J@Ex45w65ynj?4Zdu%C|MeUXY1C^D@wfJ?ZdHOnd^B~qARlMMQzzQ# zO{abjNRMGP*6(TP(z`_z;*?~|T7T)e;a{Aj;l7}nKlUJbxAoqk0r7BWG84JFFfwSu z;fJ2o6I$&=_9c0xZr9y76iyd4fkx43M17QyT^b1VFCCPTe7Gzqk>8M8!!CLT zTXCCV(`@bK2VR9{i)=5){%&XMVv$R@)|l)>O+DmyWaOaPV=dB?=cnR}vSy5*5b_lF z2>okwP?I~#>3SO{;r z$qk79BsAh7QlrU~zKv9D;c4r^J-qu-G-4xO4D zK;PD1YFUJ)mfV*FhEJHVfc03?GG&>z%^LW$iJqZ#|7CHwKp9rq_wtEa#%-#Uey1*F zdDmbNTPw>pHY_wOH;TPU3JclmQsgPEylBn?{X1*QUN9)Kd^tLJZ+0y4g&3s3Ehdf9J5y?O1+7mQw;j=vOM@C(kiTqWY4DGtSpEXO7% z&phh&PvS6`UX`a<5;tr`8us?+(Mr12#YC?slonI|B-IpWOmgS+jEnlDc%}W%xx*tg z(YiS6hD9;a`fG)Vi?dOc8lpX0+t<5`xTe}3>vXKX~W$r{|P=; z&IL~1wi5jxumik4ijt)=Mc+v;cqWAZoMDfkxi0>XY%h=+y;{c`@NTU4aS~|IYNiIpvDzsXv_k@RvZc4{k1kns(f@k!-5nG*6!`=JuKdfKfq0X`m&vP=T1?p z&^)9@jeBhDU89|*tVRvU_|qRG=$si*S}yJMEG7Q6@N2J=jxFXnH#LK1cMt|xxIhm* zQl#8NN7-x}C(Gkf@n7c>)ec%QIEJRLae~F4j2Y!+6jT-#%c0Z4{8qa%ug++ZSXqLB z$u?B&;@Sd#$gurxf8sn6T;PZSu6tY)%39wF%kMr^o4ZVjDWs;p{H^ZNz5Cv<*J@u2 zyUQ^v@m)FN#DEb;&-S%_DwaFCBW?onOK1^P&fjl>J-r{-H=N`IMZX`Er%|JpL0~nQ z&z7ZtFzh=1xLi0xY>5+IsXMwzE}s9BgWd9)aen}%yh4K|!}@wUB8MW@vmt#0c#-dx zlEqGXZ$&V1yrEC3FTVr>DXZGp3B=$jb!F4LxKW~LNghcIQId*x?r$h*y;k7d*hxp8|5SU^~HyOmH z4i9lITQ(=L5H6#ogG!s!KPescdv5%A6(R3faBKawny!VnqPry$N!EFiLA^9D&CnFs zR!-={tJ1jVV#O`Maj>$FC06j94gC$B74-V>b+momFe>Vort z?;EYXa*aHMqm4c;`9)D9H>FNORAs)V_p=22E^`N7ioh(~_7OX*F6;I%(>(VxPNG{< zibNjfQCj_l+eBHS_7M^G5y=eea3=sZ{LS(bai`n*`c_E&hmRAPd>D)IoSCXVdS~{` zaacZF%{C3yrPA24t8>(6YHbKgP|$YP`%X%NAa`gUSuBj^mJa81nN@9@9g%o6F2Rp|MPYS)}X(GplTBR|o9C&HBmCC8=?4I2slB6?R?j+Itc-RVA9;ui zsBYHlm$Qxqe4Xyt(fv=^6nt;HFvknX5Cy`?efq<~ zFSXxB_RX9yuh9NVSETNKRz{$&Nnam7j(Mu=f^UDm2-*}XP^uf=HZMay;>zbVr>+d^ z)*@P?fLPWmbP+UuMBg=c)1lw3kLprK2{u}uO;%w;&rfPceYe*H`UexqSgbj%IfJJP zybDcv!CkW{FPL|Kwm@3V`Zs*_2S-Q;_<`!+a_knk;e1up3b{t#*IM4LLsO=Rbpx!a zqh$S_@V6moQH6$;Y>!L#403v_ePTH5uwGpTx zzg9ok1k;qF8g<0*sddb+f1a3C!t*w-ig?Ikr*3H8bCjrPQs^V~u1nkqsTE^%3@x5~ zOA9hTZcf?=>~_PH43C#8GPV4vCMH|5g~ff(%#%^_1SNXPJ@t$BwK>L5G&_WnBBVfZ z@cgV8H^<{&dkVF<7EjZix)uAiCXHZE#+lySW7&nh8|_zbXhqPl(G;1pW@erg86(eh zl*mwoV=7Ex-hIbP+(A}1t=MWO#yYgakdRoWDk1?@RKYK#Bl z#2=`~~i;E2k-X;cAq6;wH8-m>)( z9u?7lW$(#9$!~}>M+EARaWnXNY)o_*(vwR>qO$$S7_b0OC!Iz{%fmz=U34K}O+g5Q3^3!X`NN9&dzhPH5|0@DhwLG90%Tf)04 z#84;L^E>X}(!pp|((&`qG8!f7=3H_|(B7zBVGHhXoJ$99ND}TzGelp^U$eSedAl z0v~_sHJR``Ji`ln%;Mky{`qu%UknTkyrM_HF=y@5L=DyD5%(PNENo_))?7zpBV40v2f&qd;q0(sDOXYKns~BtfC%;eeqwIYxf-IBS zJab-t!EXAIWAki)CGp8E6(_zkZrIhp68oZB*9y3~QiPA*NF(A;OJZ{T*jq%&7*^s`c%E6a6QM-i-%Q+Py6<~ODf3!@mNQJM2{v(y0>ZNuC zT60N~Fi`4oJ4lj8E`#|!ECp_Xb$4(RqbRe-vS)uN{Ee@g$z@Y2i_?Bv1qPr0JMxGu zJo;ADru4fgMoPX8ipqZNkCdMcusyF_s%bSVTYqbppjy$e)*QRoSXI(dUM+GsEs=0r ztY$y5y( zBuPvv;#Rq<{`wQs$~udMncjZ7-zWgCF1%YC!K^m)Ge3Sm6`w?BMG_gRb{0ctx%{2t zVI~Pq&f5Rc$und|&vMFL`(Ny}G9AzI?gYAV!6bRjYJF*0td7N<*nfjlU}DCSxLsP5 zhsl(^rJ@mWx#FRgd6&?k+`n_ona&9A1*$UEK(tYZORa?yh#EyJJuv!12TB@uu7!&n zb@18>(aA9eg#xe#=|Wf5u<|TNGh-rd^qeHYr@^@v&pE&hK|L=84+aXYy=Y>tj{X#z z;w>O11^fBgwfs~1bOAlD#0I$F2bMnF^S?lSE7R$;oR*-Tv2alT{q&n*zL z!+!%~T(;lf9OZaUyN1{aCz_y|yhpfMmbf*jscKjZaZVV!jl3epeg{!AA~DHX|Dv5Q z7WLetfEz&p?fsI@BiL5UVb&j^vjeDi(F3-XD?Tgo2sD|+%8H)DFwJ_%pz?e)Tvm*F z)48lAY(Diz>Z;HvJ_FyJ6n)P0PnGuJj@qu7wKB<)BmzOrK-7j(VHslZy14*C^eSOa zcyWo+2tXQr@eW+))ylp|H1}=LQ4Ea_a;J4TY)Xmsrzn7ov9X<02js?-TH_|3m#>Hm zEWR$cd4A@A3=BM$*vk~*S9_WBBQUE%SM73xYip!4A`B0j?T^SY``%uy$IhWXU-SXT zozY3!%BFp_hJ>*dnP^8qJ};>8Q(F(xuLeu9l!CV*1|lc*I0yl}zU{h1zzP?#pl!_L zX7j0}DedkxnhHktaBVss8x7?5;EQEvpuGqK1rIyL-OL>cv|$x1`A&#|u=CrMG3j5i zVy183sc$#D;${dM=;yyCI8;pAz~v2GiQv!Zv>3TwaVoBbA6$(uh3nCmhE^@;0yK_6 zCw(L-<8G-LccUMF71Xs zn#dqKZU>bq%!uaT9NgF+W!GCLvEQj>!hfeV@CwXpY_}B|V(oIc8sg#%Fyc}QCF6C| zJY~_re*YOGPIh<009}a?ko{Q8@Nn6X^droOS`s+*%z@*;-x1T=bpv#^8pj^E<&_W@ z;G~4kFIRei+>Cx<}67K^P zrrP+?aDN^twkauxHR`^TtjdH$>wA#B3<(IuDNiLCH|M823A+M~dp@clg0nO$H7MpE zJu_(J&g-Ay??1aA?!3I8p2{4;I3EuXj0{3*o|gLF!YRcQNTaPn>!2~p5`HHJJy?btl|fl`Dcl-Cx3S%w=P9Czp(*3xbeyKtFsZL zq;5lIDxBlOP&w^216C$eu>C|B^0dH7_CqWzNI*$R@t^TzMP;SK-zOGveJdnid*OmB zz{uhO+2&aG)KR|bw@2UYjbOw9afmB*?96L^j9tYHC);lVLE4Nk$iQ zfKKK`ye=|tW22a7`2Ke-p&qvWp2ywI|Hzz#L!-_>^;neCiBkPMlzbXy@dHPkU@TCv*N^HgXqutFXbR zWTn)qHN?+73;g+;8>OWRCCQ?N!PZWt9H3aRsI^d}G7aQFf6p}t5nY^*y#-QbvH!4q zBlK(w5ky6It&?$k4-quG;$dLiCwr{SpEQ0V8o>M#Zwd0l`;S|bU__pd68JByz<#PB zQJ(SjZl$tbfb%&_kIhvGh8oLa9S#Zk7> zm;yZ}p2zDB`t8Hh#j@Y_y1IcLxgyL-Gbaxz{qKGN+a}*W&%6nd42+Cme598KNJYy< zMWP4vVDYlLj6_FADI+t?7T#l8{I!+D-Br=SOswy#$A+#6bwYa;N49OXY|r#(9EIeo zr0~=`61Qy&93hIX%pqrUiz&yt^BfrzefY43TbZeo(w?`pT&ICwJiq`I?fAK68XOdw z6D6wcqvM$5qqt@6{^{s;tHcGQ$&4uEKENzU-X=OaCN#@x+ zY)?&_s!~jeuX}+vbk_HkkVH*yJEB0jJZwZc(A_ja9!ui4n-!%0nRyuBBbt#(GZJKp zi5bYB|I?Uw#;MTSzDkWGP0iTo9>#M4V>_bDdce}@mz3p4Ia7y)-_m%Wwj$TwZz!v8%QRR~TefH%GIDvr2|l!-j_xB>VW{&aq3R9*}rSKqP-=$|pG zojYyd$1+J;AwMCDm@!=fmKy1qS1mc)QZB9*`yayH$Fl*tlCy_(GHI4BJXyHPMgTTOX`A4E4$C;J{z;Pwlx=rdl0wc%nB0!IQ~~Rl^MI* zefLI&CXa%RmO;Htb%Y#x6JD`7mZDTEU(Op+SJ1Jw!YNJSVz7;xr2`iQ_A^ZexIKII z)Td>I)J^2f=Z4h4=QpQeG6x5VwmHPe*%=NzJRkRyxsc%lvQ1_ z=NykLdCyAfvOORK_#&L5kZ%wfrcd5@ea8&ie^2vg5VgcHQt)P*Jso9!OgTVYPWL}K z6K4)0MA{qKm@6lmCXeqqN{$&AnFa!NVhjbPmSh6?B+F0@tm{J=*|7_kbGT>XyDH@+ zGE9WUn}<8dS2@~*UPJlV!WiPY*(hQlcs(_!?KJBh-uawGBeSsox*fyrh!%%k}IrR9W^T_F#~<~>VdP(>22xgod}*K z5lDYMt5~F%&E>V3gttW|IubKeUZhS!A{wL(e3U1C}p8ht(5TU4s#*`_ts;^T^`J6HK1w|JRqb)w4|SvykyD=#A!^ z+|~PiyVpCx>?NTK1(T_H?NQLWBu!VL#GbxEV0~r4)mgEirR9Ee0$aaWPA!l%ta%Un z9LN0GOw~-MW~=U0aTfw~O*E!z757IJ9NqlFIz1Dj7Lclx$3SfZ=WLdE*;ha?jnc)W zqpLo{6L=CHj>LI(J8aQPN=i^B65jEb|BO>`5$E@B)V$oyB5>;LDg<41a?9cnJT7Ku zSxdTfTEY5dPTk+}} z6`()yHxQ1je&?GL3xxn+QDh;{J%H42fLH~T!=IEE^Wx=$tYu6vM;R;r<(XpB2Mvu; zv>r~!M)BxlEEn$N(j~BYH$hDO!*lEu*w=G%LidqAngFiEhS3hSrf-*ino3GvDv|n` z{%ftm(Ds~MZiOmeRz$rOq``>rULw9HmL=Aq=KBxH`TtiJlFb&NW(G z`E;cV0C2PYBwOWQyq;d0u9j-jYMEGeZ!mu8+N0=M19&Sa%f%VM5Y_zb1c~pJlkxhX z?KOKQUUPXJvI7R7RkBu3n`_#)$_u<`kOo(`^3m~6@hyguD z15JA}Ff^hxy_=;&&Z|AI!TU=ENw8)qm(FDM#0838>I?+4^zy#J3jok?;JtJZkDI|& z>NJ}~mjx`}&PP&~o9wBRBw=xm(0ntn(^Rq(;$)~MW_ocHo8hZWATQ1)YOw@tBo!01 zw`d0MrO+_RTsrw+bfd)M(^4+fJLktL89%ou(wp#y>B6<(qWCQGlR6gH2jmk2BA=y6 zE>EMEy?w#`^c`zVODbE@sxt^}abt<+g0WIVK zF6k5LIw{lGCss%Nu6%sGllQC-g8M%3RY3sHBKsi0ONYBN#O7dE(JT_Wb!JDqQ^%Vn zrI516;pposHtX_e-Hmc*-}kGQZUlyfTg2;ri8oXdP;aQhpsq0*Z5!iIsmTIaYlDP>Rdm(AF1%*{h4f0O`rXH65S){_swopq#@d ze;M;{%Cjn<)I7RJThvVQHQT;7X=vg~zjE#<3W!b4TFyUP=TqQXGNj=VZMk6Xxcax5 zD4@RrMgS%+DKy(QBXBz2h?wN@If^KmkWxcogb5s;JWsJhJ$0fwp zac{OGz55{9F>`ehSD$e)izQNi)Zr9H4bkowx?xF`zFWZCGDQr7=$2n-(WB<78<1aZ zU0-Z!>N}zF3?L3I2~xbDD_C@FL{r>j{rX-1{4&*;8r}T45r}X1JUy{3vINQiovG1q z+Pg{Uh!t{z%x|08Z(6th1fyEh&)rWDGh#3}COOz7%Im;&IPPdd=-c}4Kx>zDj||E| z5AV*p`k=cUV^^!Yl&^?gig>$cvc?9GM4wBQ;7_`oWlpqrx(NE-6D-v<7%;(#WTgv4 zPzyOj(I=5HASZce?&*R~v*wi0=uTyAW9qAx(pv8su`tTC0GSG0uQli{hgc1a@;J;2 zh*sb&0SPM7S5Ba=W~-L$=<;Y?5)I1w-$kwlRQ*j&3vt){04@Lck3%2H7m}#=)E+S_ zG_@rtPvIOlIrrK+?W02{eS z9-9XBJ?Z&zB2h~u-!AqlMv`WnJdj{3LuEpSyowE3e|eOUxIIv`lAN9 zqj=3;J_2qJ3HvV&&*(&hJ8tEVlI_T|`tMH@lcz8Ed*o@Z(F*AaLSi2DaEf)gQ2QcK zFEPm!z7vmRxbIhB9<#HL5|!$z=2Z9&AZt_nzp6{%NFbEUQ`~KkP&c*oF3ay%8GI?} z>f)2*U(4~{fDZb&Wid5Xt|gv@YX2=AgmImywZ)>Wg{rTa>&m zcIPrdRZ}I`Y_jJ6BswE`>Gi&E0!Xr1#g+d~i#1ME2~zm~mQ&bAdU(`U;fwQi{yp-yDF5gK>2UT`odnT_iFfqhLFB){%t~t4B97ZMFK*Nj7^2h zq2cSlR5&Gr_~NN4&F`lVNnbTMx`8Hk@pBnFV&f7-2e|^|i`C1YxYREdjlN+6#Wmpk z^w=RHRtR@r5NaaL$#vZ6>R?c5Vf-Z2J;#jdThgolEsexO=8MbjfPWii|K;>emzvkr zr>Ji|jF8JL)~GZ^94Svs>#%gzEnK$Qd(IqQ}G;>f0@BY1uz( zgh{TsDY?q@&rmwr`Ias2{<{YUw9oJGocr#=8% z_yR=i_;z8e!$UIs55jw$|B*GdwE(tUz$iVuftI@J25$oqvv_T81EWe;zfO_yK@Rxq z_|Q^IeX#EoH>0R0C9kPlSRGwrR+>(eLfd>2oG(ONHqWsHKFkz9BV-AMvg<(Zh3(yS z1KQ9!TxX)rsTC~Ra&(W{0}9t^8qzKA`e_)`Aq0QFP?DFF4F~4!G)!t>?1F*cd5E7)&oi-MnMByg6MBJGU4f_W?aDa>3mU>6q0BFwoOm$DwXg5`$v~O z?-uiAR+Gaa*{rFqkZ)-me*>b$JCy2O{4~*ix^!&Ba}zAfad_s%v}@eL+IAq*s}l3B zh;dV*5U=!YTr)LXpcs%QbL5390J((&9X>e`+ac$>miL)I8Yy zrKRO1CnQ_Y41hYrfNGRPrhw&;h z$BQ6J-9nG~HqTdTNmXQy_R!5LyBL*2m6FW$Zr@&B6X={J_b_Wnb^uJbn*SY|lrlML zVsdi*#l0=%D_714;YHq_5|14d=VB6zFmD^m-V_4w*HK{mKhF||z+e5-(1h$zX_vOx zPL_;2;x}`i4jyHyb3FL{vp9G&puadhRH31juuy+fLX#8#0 z-J7wEo6o3J$Sv$*7bXSbR|ybET*vgIo={;=F+UhaO;uIb((+*P3S9hV{eU@?<#8>% zQWH>Mg_)%$Q6aB7@qfniq|(2*w{@*F1st`Tj5m}LQsLXn;z~anA5rOOi}7c;Ee($? z{SLUCFA=IO31&S1W6!;eNeF;R*EI7Eid9)MWjQZnr+?A>r}8&2k;dV~KlTSOvy9LB ze>?HG`E$3Zl{vgpqBmnw;kgXV==KZRf+>y>&KK!KI>{b7gzhF+Oo(g*h^L#8C?!~U zpHV|_XPaK^8IZOSCm|&zwes{fI;)WtRZCd4SueuxQ^HvYAt9BIV!-wOP@>3Qc?*}>&@qxw8qVT*nVo8RWs6(kIJWR!PZE-7596ppD2d$-=HojC+zeA`7^Hs#9g zCm7hocB32fnfgD}y>(R7UAs39qGBLONQWYbbaxq`Gzu!xT>{cwB1(sJGq)lj-QCh5 zC2LPyZtS^()e~Ov}WzLvj^W1q+*Rgz5mvZ0#{F(%zZ}G`9M}! z@PlH?SNkY4hpl2~)ohwbpKC3ynQT+X+69S61)XGOI@;kX~H`~yhW>G{-j5e@wj1-FWyS_gF8;`SKj**fC_*+w-se;~$|G|PZ3fmqhGw?>$X^k7QOpD5omc5>} zWz&tEub-pfrneKIZc=IGnRX|7>fJNOZQ#6p^rVRaY|Dl5Kc@OIzoewHNZO^j>3v=y zFsE^-!?JOtIdxFG!b!#W8?5xz`1et*LVUg(!bP_j4Ypr8B_X_7MR00ow@g^)~Rg$K^v84C;R%Bps zUQa{oyOGn8*RM?D-qciZsWQi#u)_MEoveJG!37gyf3A`HVyuxzfp;yqV!q|#Z8M(I zM32PT0}|0CMsrTJ(YV&)>>cs68#Ls%;j*0?Q@YRd`(AGfzV5RgA4h$Oe?r4UfX`de z+4ry0DIviVZYEplh(PMgMr}|0C-riI2pOrs9<(mL0p;UiPiAF1jP~U(yxMLx-F|96$BdBPyMkTV z+q;qO^=GB-ysgQ2eZ9c^t-bZ8v*>FSB)4F{jvx|(Br2!&Ay7(c-Ff!S^_T9+Qb5V&xbdb*($#9CV={|Ni}Zk-iPM%Gt4- zzl0+IU))f3es>!8;ONrdXKo9J6#Db>c*Sp}9*+_kLs2bnGzli=#MX8^``id+oFhkK zTCDrt418i!?Wh=x*0X}=@)k4r;++Q#kJ25cLWNr<&04)J$%;fh0z-#4*6#a85vCAZ z8S$Vgm0q#kZQ4U`awOyjhaQ~~MnT)UgAnvI2=?`HmnTV9$|AYLoewY0C(b7-ydV}Kq-3|cR*BPOPQ<6pXRI%_WesWyiBW&wwl}~@G$pk%7!}wDxWNIu$@jJP}ohoGnu%BJdNHm$l@*c*xsbDUb~#> z=kccL#wRg{Q8CrQdCB|^`X?4avr$6E{*KTMk~j^%pE5%O>oo5V;e2UQ?jV$K?iz3tbSbqNyJY&GyG-Mc4FvDyRX=wUtp~{C?T(;=zgJ6YL8T~Ay*@K1SQhz z3$6uiStxpTBgCI5vL=%>2Ne9WU(ne^#O+3rBHjrGj-)eX8hex;g;v=;G)#GYzx~C! z-k+o|-uU?V94JG~8yFY}isj<&r19H=`q>RZTXw!*Z(QcKze5)KN#&j=ToTr6DT|r# z?Yu3CEBz-`y4AZr@$-5^<`h-x*Dp!0pS7z5w_JS}&?);J{&ibI3!rU=Ka9}w?=uIY z7B3ai7dxe_9#LLSf`L0RXg?)MZE?9Z5_A*IKev_uHR%eIbei#Npd2GB84GNTYw+%t z(%+j7e;czgJygQ1S>P%oFG-)K)1-Ga zc1vaD=C*m)BE*0%ozz7(4BSxiDv)RhJ4i?y7?Pa)p zcxB*suzK8rBiv10`*;E2(Jfi)fnD6Vy07Pw2aIY!-QfxPjss$@o!KFAw05(MP7?CJRh?KCEt z;$FTJix;^pFg?F7^N&vkSUh7}OUvP| ztw$v5w8?F|`Z$fwqb#dq!>}G-1512QM^vMf{&=Q~=H7SatYN{W5vOb=Z&w%}lN+&M zy4_jF?=c(7ds{}nzV8j=r!PuQS9>PNytC`mIeh6dMi9NZ-fa4&IyI}dOzgYDN%;7y z1f7``lQ+rGbZ^u1yB^EJZAFxYXqWpI{F&*IqLS&lP7`F7-hLq}_a3v5O^gW3o{q@= zXgNv3#=?#=VDq{y2fFw_b@rAG&z5~o7Mb8HKhpM5h-r)qD29zhIu2$?c6ZC3ftw5Q z@I>urmq2CZ#w|PhMcmw>D1tZ7FSdMOVPS#Cc)#qjZZ`7`nIRPvbfoO4MRAE2Ch=;A zWPu;`>OwY~fI7(@3B_YhS|Y#9H@i1Z4wOPWcadohe{Uh%jSXGa+i_z{1VGh4X*V?C zaF5#fWp5#d!M8;v94V@PymGYS#?Y>jikx?yn`LE>CXdcuizpFDX>Rpc*gFSxIv%f! z`tOOZZEvsWHZSYGZOVyXc+cjB^hbZwe*~FQaQ79SekLa&?ZykV zKtVPI`LB{r2L>V`*JVN?kv&IH08#wfL@bVf_n>QhC0ZxyDS$nn}4#urtW{73H9I4Vq&Ey-aFYFA^?SRN8cnoxZUav z!_4}2{&6rcu|M7>$cR%NUpF|A+zc4c|Gu^gdj<_FCtlPP2g#>;=P)PfcVC{|Vp5ZC zQ?jOr&L3WDP#bS<(3(;ttroqirFk+}$8w}pk@Ytij80BY#+z%z2Hv14X>XAuRDMy( zMD?+o`_pjX(w^OYdLk{&u6y$I-COtOxPL*LKV-W+-iCz*Nvzb0$SRdpJNw(>EWR?0 zu3?dhWa8EkU5#gxL8AdeAI{6gHCMkKWzKXr=E}T7a$a7Z_bj3>fpZ^)a$Xx|^+N~y zCrA4%-34hla5r@;xNcW{FTwCA!8=O-JW4#=++9|-Y8uV2AO*aT6eaQ(x^WeM_1&y& zu3hw;&>`H*ei{NzTHS@&+TP^;%IgrLaf&rZG%wz*+rUJ(Sh!Uy>m2yS7O$#l`E*^P z6V1OK%1+FECz(=VRr)IHRgq7hm@YmFBllvvc_o?b4bj!wxuAyP^)Q!p{mIe8i4+)9 z`BEI~jCJ;?V!gL4qO96&MG|%taZ=g@JN0RSAQB>O9aC{LgXWZ&npaASr0|nZfT;|g z>8-7Oi7ocDqwhAmJ=HazSycJkg?u;n8e_MYQR>gvqy3?u?Tj+LVB(~tG1(qY<(oNa zZx>e5>@%Tnot%yv+P{4HatQ-6)E$dRd4!;h3_uI@Tt{Cv&Ryc2lf~}I(l9cvm@;9g zaX0B6&7zvSZ-`Epeoao$BPWd+3F|be@GivPimCQ=YQJlCkx!v4 zQG%bvlE1Q0m~t?@-gqV_x5V{xW=2&}v3C>m@l_E%xM;V}51jv(l8;<*kx(@>WJ37B zC69jR$_RU(1kt@U>W*S)Jl(Q~f8_O*%XYJXR zw1T<`$&}Kz?uNrF)t{+fdP+1nar4WpzEaPFIowKfE*!V8X5v@b=AoW3nqAEp&!|%*vPJm*v~eu z9sp^y66({P-Axql-dJDvINO5^iMAZ65;IEm07a=z7anWF%q-B|TOngf@y5UEQU1<> zKOSaqY;a;C zB~kldxw)3Jb-26Vb8;xBqwSt(YLahlZT%h_8dUcx2BRzwox z_w-juX~ZUb@oVqMv*1-l1BC+D+{=aMb79FoRW0tZGq;H$tAIR#1#Y~(FxPv*g1$xk zA=X3q#;wOT3{hZFwLjO^CTB>xJ7G^zLz3WHMAQX`qva%CuhZ-#10`>7NpOSTYNOlJ zDEc-&A{`x_M2hg{FbY!f;AJQA$*C!8dwYMWvX#;XG<=ii?5JM75dTBbRVjwY4kyQ5GZRL=kLolW+9~AVk*GcR()`g77|iO5@cN1 zpw;}g5&5JZ+_pGY(=6;g;7Bin3{{^)VLXre4Vzc1N_@9$@Xi{I#myebY2Ne{ey`7$*PO^PpUoVpV+H0;S$8T6c6Jsj)q!jk#We6IFY zNhq#k>6bF~jve70N#X{F7`co$k1``Gf>XL(?h8gcn$*T{yRwZ*(1SIs_zpI;S~D`z zekT>$7(~eA^J#0UW^c>hKh5xTUF)P>_N3j`Y4g`pre*MBj+kxQoN1tX$5~wa9@Pk! z_SubtEaew~QVDeSW>!`q{>Qn%ToXI@bJuW*6SG3)z^+h=s4F%uVR%$by5x*J22+>4bm81+=I~E*m|8d zmzX!XKKIN*FsfZ!l*WO8i;)8K{}~_k613$^ml;5sj8N$L)4hi%P4i^QIx~X(s=e{-S}~{N9quBn zVpr;ODJ@u8{guTMr-&z|7RK<)o_l=TXo9I?)Eyp_N_546%bCVJMrgT{+=fBvp}Adn zTNy2F4Nr4TBu-R*S;d1pQey&i@AF(Ob``5I`NcBz2G+N<#KOwTYQvyrPzkih64&8U z!W%ogyRXLV}eYIznmm4HI=kl&?Zgx~}iNo^?7GG$wsZ9l&2N;V* zSkUI}92CC#cF8i8m_zCO`Q?7%QSE57*y-u%-e8rg&yBcgYs|N_ddS@|H=g-K&>aKtD$Y>t;*8ag@^(XEN%Ey%%+**Qu` zxXslv=ATTq+iqExa^PM>2dE!JL_~ZN67_ROeZTL%$YmU8Fyv+Dh;3QCGGvs7b@Q?C z%Kn^5>UUR(YpQn4m?Aw#G%UncD#+M~dIR1vx51w1!wxh|Iey2Ysvv}UzS!RQ$-E04h%jn2xiGu2*1#_ zoO;s`DH-?__x3>^P#(0yg#XL0`%#Mn;&4Zec+2SL89sj*g;sX{{z`K52EyXI_19@V z?DD2`PT&Tu7%?3)&3({?+}x$qkRDoUYU<<)N7SSDZCtl*DJm&LbABs&W-DWj@TU07 zRN(tmg=GTjyrzeg`C?Nz<&W#U8b^YOi%UEbiR`4SBW9i8;m{-@cepqB+Lo;#a`wjq zXWS)mQt=!of=)qSM@GDJFJ0Iu`P!E!B+9m`2&uVq zxo~-w{Hv3^SkxH`7(!qT8@+2Ffov*^bL z_C`7L@!@m1C8GSI44sXeyOhM>K5O=R4Jy#fT=UeMyTl`D<5gpyDLy?Zz&*9R9^Cti zcV#(fOf2@KD&jQ#o95F21MH|spR~SNxk0QoRwr0Pj4tbbcu0ss+j(~{55#{cEL16W zWa+PPwF!!+Gqxg#*PCAQ{lMOkUbv_aRG(bdOPo8PtuNSH71`7A*?gDHWr`}+am;Ut$6+l>FF{_rrucnSmvntf=<*4XaTbvmZc}=sinT&@iCi}Ih*BG z#PE0(@~}eupg7$z35s)1!xb@JX4=}tdDXN0FG02C-@f#!hIQNh6G>i#J}^ceRJQf(+%=*3cg~?E$C~t`|3#aj7{XI#7nj+WRo_Q6-4lGC&ddvFVuArPvAlyMFcwG|5(Wv84 z7JnsR`wQR45#~3zlbG7hVKvb{)?eJX@rQm@5wr4+&Jygixsz3I&!P!loln?>wT%r^ zTU)OSI$~2#olmH2=zr~MkH0IMkA0Dt(k4I_(b1O|WxLb+j^jEzGc)`?&Qf2qwfO4| zHL?7e7+cik#F?aiML{u2g`YGP+|!@ktQCux3i7}MBUx5t24jS=`G2yMdnPW zG|!0p4%mnybWn=ja7NwAj4}^Nf>H+Fr>5#zQa}5@4{Z$^*bj&wb_{hj9;#myM`){i zwK({zhm9mpS$y_3cW(BC0*M2*A3ETX-9wEJNg{9F*h6$=9QBi%#vDOV>R3;|LAaf} zUs@fcM*X-@*7Ayp({~xBb{7v5kDVo%OqbKffHrm$>7%TMvS*T%Vkh72`hz6~ShG^#Es` zE^zYl<~BAq8lBdKZ{BPgM?Qi$>r+8p`6+3HGV;U{ou!uQ0i-LHnNdInN$Xd|W~Atk z%&-|0Ul*&5ZgGeEYR?V0h)k_4JuJd_Fx~2GlV7}vTbW*HrnL99Ny9tcoVoQDWqS!x zfySF0uZcd&xaS|v>k*HCsB0~6c+|lsZQ$srN7W=Q&ervQUybEmVjcDU!>aJt$?WRnV-XxqvZcLjf7Ij9QPiaUxJ8cP=+MYVA#hgoE zc>ivLd__Qt|J}s(yknYNN5g%>|Na~ZEvp7DV)=J73w=SU@$X-OJ7Q^MQkW&I zg|oDF(>?#?Jviz5M@v*Nzw^&;3_9Tqb(c;szm0TfEbo8r6{$A!fBWZ`?{!J&I9Gx3 zL%SmN{_!TD8a4mho=crsHoaCaTT>zqvYiN zze4iAdTr?WYyU6B^MCVZVD7AbjCzH!8shBTKU$2S%6~6k;MhRfnDKzl|CM-VV9++_ zlCAhZmh6lTm6r20&io&*@l+m{S)0{zDo&yQtM!oKoQZ$5a=CNE^BTe*VspkC3S7UX*)dU}$Kl z_}1ap6b?Ij;OZ*e+1V)t7ay80ZrDzRLhPo_j;L&j%NY45;7(>u`eM-1s-^o` z#dQx)&-cY3D{aY=s6j9M$f=GVa{N1Yyv~^obO9hNXX_|?( z)da)ku9<$MrA1XU<3=~+(Ises@j2Zv9HMGL%Y*rm$OM5uX>|9|30!vQSJu;`1*(=F z$Vo2*ZzMDq2UbjbBbpkwT}u|fU*}x{f3UD&h?RiqyEA}H&JZ8bV&%}z4|~5jI{U^L z(76!Y{{WvqLo#7wK;TP2B86KJJaTe!J+}#SdMS@jbZ=_|3QC$&pE7!W;Ppd>Pdl{V z@If`e^oLK?4ypW+R3M;-%!P3l&kaf<(%sMGdA&$s*fUh!;iOI7d=Q~aHVsk$|;5pQ;q}u2~hTz+< z7XLw{{~6rh4Ih=oboy&B6`LZs?Rgmyqi#x zJ_1`>`Z_f|z4?ThR5V4U9>5V0@Rxe6r=a|VNbc6u?4byiga2U#BtzsZFOR*ZynJ}3 z!5v}S0=`)T^J}ml^Mr>J6aY5+tUhK+9qFcnp`UPYaG*CWWxXdc_|tAv zcD6J12~1}@!P7o_KfOToOp&k%yncI6MQle z1%{^_cnCjK1H94~+A#ZZ2)@{Fc(!Yez^T-iIq4GVHKV7Zb(M^AsTbrCs0 zEC)HP%>7~GzLuSIVW8R*i1`mNxPeYkSgcP5e|9euwbOGq`k9W7MDEPM?W*kT<;o$4 zA!$^)KsA7L+X4ykSGTtPGTgop*RpOD;D#WTWQN?qqi=@FS=rd6jquPDS9qhg zCtxW+%@h(8SDYEp#aE5tgQ!kaP(in+Tjr1-FY}<#^2giCChL(L&n*iwx$bBt!rNq_ z4rfR3AshFl9@4i>2e112`Y5F!O4+NMn@boNR>mJwB`V)&sbkU5-H0TRS?GDnC!^4Xg_ z0d0V^MDJ76eF-__HF=lUGl??LC!1{=qv5bqkC*@R1r3x z$8nzxQi9;HCm%hW)Z76yt=IQ?K9DX$-RI%ya-ET%8cG-Z@ex}g1g_K_)iV5XH(Kg@ zzrkU-yq1r?W9Kc9_ulipy@PW60{ozu=k(v6rI#0qXTaS}aVX-y8*bG`usb)K%f z@&3`a0igGhT51PAoJUQ-RQ1qQkFnl<2_gwIN6{G*nc&s6HDd>dPvBcqzeh)Zc>W;z zx)-?x^iVFS?}(e@X|Shp+7p*Hc5!hjwH~?WBLibcBt_$_=Ck`9Ojsn-kT~PDj~>gM zhP}Uk|89)sJ@=LblK$AhT_3<3GvF&u8Ry{Syn6A1@^J>veY2&|0m|x9O#d=EOZNCK zZucH;PPBt$?T9DAP_E2D9;j;uUM`9_26mt7T|aM&&*8Yf`%GsQ)IeDvWhoAF!h+L; zRE;QS2u2S#z|W6^!SO=p!A=u?P($P96$fDZ9H;DReuy&>T@GNg_%!Pd^G$c3_1rTF zmt)?Xth)YAa=SM06oc9e5^W3sUV~NjOh?B>@GaEl=1w!maKvH`kubmS~kx9(@T5B7wOgvGD1>QO#t41GK)B!eGkP6B<*Ya zY-*?`mnSaXy|z$-Juay`7}Kp=id6=7$FIz2B04pd7Uvx_qnZ%N&m_Jf+`83xBL|q4 z{cK)GpyQm|E>YqAghJ09OE7wz?^EK@$w}Gd?(8gxvtH&CO3XTFy8{XFV2e^Ad35Z$LDs;S@+kw)z>$ADfhB-<&cw z_A2vq({kt#33?O_l4p{u=_#jm8n{Q0NbTT3&h~RXamLx($H^%cepvc>jfn_)zygs0r)&k`x+q2<$?1#kKmA@W?u}>9xGd0 zvjdS}1Ex)K%NY#Ba2}-0xPe{d$9V|U^z=(O8PEInZ7$P$`*VFg?YpxxKiqz`omv6; zEXk^>s*}~HvI{u%f>Sr5FrU40zvv)iht6AC4)6@%iO2{GcaA{LTp0b(#%HV1XCXL$ z7PqaAhCuPBZBWH|VrVxPB)R(Qb8(xaXF_c;;iQ}MNQ$Y|#t@@}^WJuVB96!9lfZUJ z!r3D!gy+yA*!}Zgyno_^EQK`kNvIsN%AtQ?Z0t{+U_nk=)th+@F~AZjDJhLfq&J?s z2Zw+VkqVNsKXPrIorYKEgPB%vh6OhTIo3|dPO7~cU^b<;tku)(3^g^|fByW*j%nPg zo~k`wFTlr52QIJvRQ8y(y}cdmcZbshsPl-b=yOBEmL z$_1|{E>6?k;IpXv&+#v_)8T&yRN2DCMoJD$07Az0KSs#Bh-)|UC>8+``;x=#}T^@;&$*>>CwOXV&YimvxOq)`hUl9_#k&aAI@eD&Wv) zOZ>e*w3R`o`odpZt+M6It5om|S@E*Vb9+ZUb=QZ~uX)6MBmvA7&<3>yL#wK}XN1Ox ze~3e;r=?1KYs+aWvfX~20jpUI0sw9GKcLT`b+sMAoXPO$j){YAdg+UdQO)B~8&r8x~9sm`SrArFks&a6|=7Y94O-xA(@ zN^G3bVw#Y3E5`MQV~*iQClE*V<1t)%bI>z#rp83q*lCvUV04)}F`(qW++I}pN|i7X zLDD5aURdhIRQwUsB~IGN3vYGY1MW%48hFi zcX5J<>^xZrhP>uN`)(o66uqgKT8|AsJHwyMbP`vUgmfVZNMd`ZOW~d)`)4u2&gHzU<8rI8R0s?USa3#5Cpl zww+Cft~siJv{Nt>Z#2+r{aNP_r_T2@dEQFEJ^my?XAn7TJKIm@i=F1=|UTYUt z;rJf+JD!AR(o(t8SmJ370bs|Ka`{f5$6+zcpgR4fR-raTm11^Ifz|$@OJMg<0BlB) znAhmtb!3`M;8cSLYveSNQ7VnD*Q~;l*@slyUeEHl%Ahd!_3l@DZ!mmPdaShw`!Pd5D9y$)F~8lVUZZqlna}*c|_Sqy5|sVUY#y1jM~C+t_Rn z6WG1p53i?S5_2t#hRX|7s?1we@qgJJ003;BV&~!M`r?bY#0?x_N-w#UU zm44r?$n7Pw$l30|Fzm*MXpUU-?GpDp5d-o=FF9N`&38V)CHl(Ts*QNKvpBhXO2Zio z45Qw=AO68E&I0CY!*I+GJg~8Q$(@ge7}wpy)eh9p$~s$RpB zOd}b7CKy%sUR{MzuzUM>jVz|Asj0H2hPOrVk8<0P2f=xCt{^3wSAhc48tZX4liBVq zrZ#a0TX~cdv8%vA7>WQWYBerO-RJ%w%XsZv5ig}Lh!Nu`BT;M@4v4g5Gd|ZBT=lr8 z75_}PXZx6tomd4A?15`jb?57ve#_$CVwDIA_-3Rxh9`98ImmAxAz-{{UrRDuef?Y> zd62&x`Flb70tg84#y#iAE4sUs-9|=F1ir`@y`Vh!T@%p%`qYvnLO+U*jCc?*N~)NbzEz!!@z>Ok)kD)^u) zYMY|fpK)^D0sUUIw)-C08Hznax*0-iGo!EzR;vfr!pY)VQsb;8j`Dm;*DwSE*^*vI9UrIniZt z?8)8{@W(3)n`Z&eXG(p!-rh3EFm2 zhp^1~Ue1~kEt{5s<2WEloCV&B=y>yuH?4u`d#^xs=dal!ImY8l+0m!KutZ_lw`(E4 z`rqF6niT}`kL6IN^hfWXH@>^-T^p_X&NH;?9O3kGm}R+n|QwuD?EhXx`B-3|RC2 z&~kbM@1E=lKZufgmYslaPqBSRG{o7L`D=Rix$@__o9F?GgFy8j1ABz4TMY2KMSv|4 zpGQj6)N>$`XpO}j1DLEGghR+iQ@nGZGR8R~A@Y}&uW*K|f2+cTe6kpI9aoMxmLS9W z{m_PyC*|z$U*ohE0?+;WFs_+aw|85~L#yImPM;DeF`>or2#Gfh2N!LvKx9bpm(#uh zUTp7@PS9PP_?BB($Xw4IHmLXNUt2G_ow+}Mu*4VfvBgJ3bw}s$z3Hv!wYlC1avvxs zWsCLmD;vAH&t3Xu2k(ukQ69~C2doW;)amhHgC(xNW|`QmGc9Vr851|{)Xy!o|MT&A zET{=NrodtNwYUff7tG*@l%TwK>~TtR^4!Z3uUiHs?%IyH&4CDD<|}eV&hljfv0QInMX%OUHCbE zdOBh1*WzFF{ah1jYd(!;ymXtg3Mmkp;xw@L)Zqt=CYWZC8vS^IKzR%iI!*Eoy zH=kyn{L}!;I5EB018;9k-@aWM9GNBUWSd+~4*kIsVE$2fl<;K<|Fg}i2XseSFHt{a3QIQ&ZR zqM6fDp*2i6{cto4ycK=|CN>^Vg3RW@aS&^5h_bq+SPFB{=FovX= zicLdlQyLKCA_W8l9sz*1+>|q3yn-IR%6pS;}ob>5wh4v5wEh3>TvjY|~BqPSG!G z{L_XB{qR*trs*wRWp^wpwCUlYx17U^Qf*d`>?etROhk&?+S<%#>~pYR#-I0fF`B>^ zeJ}hzn5{09Ik(>;^(nF8MO6%!Hk?^>uFA-MhU+UW?fLWT!e?#mzM%V=SWW_!t9KUj7B-%))p(@i@TGc#4TZvqFA_9?k5+@-$Zh#)b$+16HJ=6$de!^ zbv8W4_MA>WkP-3L*3q6|aIUCB3ZQNjypd zxES`n8@lHwq?|MN(#^XI&(ohyV`=PH>zcAlZl4~w(yDZD-uKz~rt)orpEj}7#O{tc$w>qd?=GY)hV2jmQ5zVALdiqrO6?kMXOkyM+|0DrB9pw> zI!FMSYaNue^zcXqanl7q*&C6O7X#bmG1PQ)StW>2SVM|(MIIazUJa=$`9nbNsaseY z)%fV}Eh|$`>M6Pb8#X%i_@v5T3CRX~|6GG8ROk%hM+j?M-a4WO8@%`Jl-k0}k~9Y1 z%Bm{kDG?b6iSy?hbGx{J&E6gnJC$a}Pn4uOhUlpyas25wyD63r@Fj3XlYEJ*e$rxh zbesZOJR=(Q7Y}}U$ba3*Oy_D?%So#}T1kUfrKP7|{Oj8{t2RFn*dfsi z*?P`(^Z;MGn64SrJGNT+8v(Iv-q;LFvuAh~yeSQ87b@Nt@f3S+Yv@q)I z;vNO2lzVh#s431x{;n_Yne*}S@e0c~fPm!{7D{ckj=JjOxbErt+ARqU>nwyTjWFP$m=&4Sr(#1WVkVmI;BiFX~2x;m^%oDhos2Zv3em&vu8HGNma`y0jE!_a;1!F~};}@&#{? zX!?7*ZKznULD#Pkq%ENJi+S^aRJMVEny2THH3rgp66p;Mpd>)8^sXr_a;GUFno2Wp(7&IXO6XyqeIbXP%~C1@^=aGM`dKj$*(1 zLgS6%ZuFmrbBkpz?(Ul4%z?K@S!kzVTrSmO{Wg0G=TSooMiKzPFh{_`FZS3iKc|;E zy#jf0g1@Rf*D9FQyDeE$CXp{r+_4UauaPl?b3Fu?8VKL{R|fxpc*8d_&2+Q!_4R)T z`YV;vo<>OuEMjh(K9Cu}0qS#@+x| zSJxLWUJNuNwzo6&eFd__(plz)p6S!*J1oDp8)d0_8K?3jP^`G^fnmr!#CHtGOK;-m zTPelOF^-Q}W&{A^P$BAu;PSBoIXzz%NG$j0 zQ$TiO5mVVT_g4W4l>1gKxlM>g?{fUwpa8lnH@&exz-g!v7)-Y0G?QWG2$p45FSTd{ zVTv1xM*2Lt0ExM6LTORH+}aAroSP{O-b-;tX?0JoipMP5SX;O8MR<-n8P%ID0Uzi+ zrVRfC;Kc3Kb~1-$(a5rBU)$LuKw9W*-Ose;=H||gl>ZZ$Zd3^or8hrkY)lL^?^b*} zDPL>jD!MCkOI;!$A@fTi%Kv_}s{KmFmCPtk93A*jkhdQ(DxGga1 zr0wlB9G9bEqQ)L(+nZQjEy86pA6)_xbLu< zdi-svl!7 zw0>r=@8su7)vX>#jNLq^<3@mjh_tk{gXle+E)U_da9=bn7%q88+|W!~VDGn9DcGr! zyFx7$)T>|4s&=&k93uLS-tO=m3Ic+o8#<#7U>#SgiGez2${@) zn)3m9p%tx`<69sLisftA{V%6{YUcj-mMyEcxIfaUSO_qdSIeW3FCBzmUL_tAT1=+Q zab6*G5iDHgqt1Mf+HfUfDNKEjN-J6OOdDL3ZLme4_rKU_HVf!U{T3DaF_Bf&+?+W) ztO1mhgT7Y9L!57A_9HSnn&8>D=$v0>{C5oL`vp%Y>hisk=jjaOezjngjo+54beT~= zZ7*C)(-YLEOT(koytE~X5Q|__n!J_vcvHl`)@tgj?&aFbttOYlWMgWOE)1WYH5gv2 zjI}90)*~F8n?>d>uP`b9j}8j`LB+XV3ejF_g>$P|w{M%`$7U)KNvfLn^2skV>a}+u z3Hjs7-cOr~$NqpDuUwP5PO-C8z9jYeJ*pw~n9dKPV0~$Md3kT}Qs6`2Zx9d=03`)3 zj;58voyuSqD5|Nc`Rg=;`t4FWec?8q*S(^b9Ylo5u2D2od<{?z;tLQ~ zE9OpEY;`D(v@4pTk^;G&$L{W;Io294UbqBhkxzI4Y8x6y#)8XYkL0ItJQdte?v_p7 zR;CJ!14vqr_F6|MIUZ3o6}kFx54bOsTqZW}p-%nd!lXlQ87)0XH;e=OgLo_ZCPsXk^z4lU|o!kxYU?t3qAgwKG&vYx0L-4+GJDC#Dh- zw8;{wtS2e{`q@26_q1L`X==+WI?l5Z9G_Z~ZJ#K*ZoEu#rZK*&cKhb*oknwQ+sVpM zz!U>;)(5*1eOC%nZQ4IkYsIT^YBLk+plLoH%F7}=jC#-udMctHVSO4BwqafFyrV~i8emW+sQ&&AU zHH#I}6ielqN$czDuUx#q(QrOG%jq)HZafFShUl{(iRmv+eBibevfQuN3fH8Ar7gl9 z+*W-&+F@JQ9VbpqkFfiWX>Fo7U8hQ}j>N_U@5t`{O!50#=ZL>nP;%FM&HVT8h*Dbl zyXDq#WQLVH3?&!311jl^HxBpICf?p_6A>3z^!JyIjEv;4=KTmStSJ8kD6CR{$dr~D z03pKvX);q`MK@KZprQ7idl4OaPY)V6Z?WUeQ2jQ=$Z6Q@uM&EyI92SCRPxu#eO0%TzEh{n+c|Oi3C-8d8~3H2nW;K=}OS%Y_!0x(K-W1+{ok?7Ife4+5@G11kVt-^&{K`19lz5_xM1_A*F{Rhkk8 zt-Z5;M#-2}{O0{)H#5t(Hs=%SHp7!8m5NxbIWf`$*!gVbIp)-ub(7WRRhnuN#1M$EP2eU0fWc#{;foc0Np?jH$vMYyz6w zwR~cP?IYJnPV${FnlD|>SEkCSohGS=gdKNYU+F%0wzucc#^*p3SEX9mS#9`z{FeU% zS1eXz*!^bQC@<+kFRSCgL6Vgd-e%j*Z!n+~N-_MIvpj=={PL-U5O2;$tum)_J+rLH+j|sjt=Eca80paoO~O z^T06*7Xc0Q=~Kd6w{EGZsev;_ZbfF~+E4!=ofTml^>~}*l#omHH~TBuv%-w!%Q2=!_Ll$llF2l3<^Qm>ftk8{vz|&^TGfbrAeYN z0?mE4Nd;eYAX;XRwJ?*sfOOqjyzM3udP>tA(p$YpX1PBr-roPZ_@hPzB4QTxBFdtK zS@o*xOV@bl@4|1q-HzZ4>*sIZLMA75hS!9m7Uz&2*C>k8E9l+-PF++QG;`v_i#-H) zx~dfBcZWta8CvyFFv#ZkO0we{Uqb7uvn07i#x4l*Wc12G{FjE}zcA6*px@Q{wvsz* zf~l{a`PN{&K72$HZjF(FlCuE>HuZk?Ul+*k_3?D@`&Mq&T6Kn26&LdWHW)a;gLj*n zh%CI5nvpRxLzU}%=sI7Rdi|L!)iE+Ac}`(I{5r~rT%O+#cW>CYUZpB}^da1tE4+iL z@k5^b>80#6`syv|ie;K^Ha&q%KE;|?-xRpx_ht{(8oP3aa7N4pjd*gtj9YADfQ|6; z^JBA$i3y~Vwl)o$TKa9u@LSAgr0joVa22nDPw9aZ)cCdfD%&GS6M1{@55|fCBHcpC zwQ;1a4_m#%4U&KWQ=;Zw>5Et-8c`=jwBRp*0qc1NO^-h>}HuLvw zy}bv+@H85ps^O|oisJhK!K6{8Y;G^FMwZPh zpHl;qo2lytFPqpdeA>f!L=Y{nINJKWpd%bq@KoyNUvuWUz5PN%-$2P+|1=C!X-79A z1el@yn`N=FWWcUwWo3awoo{Sxw0xLIwQ2sO7z%&Q&dR_~d2Fn~%{gx|J||DY66Z?b z^fd!Skz;{G`WWU`^MM=B-?|7GG)HbiPH&7t{ts7g8C6yH#S0TsN=P?IcXulx-7VeS z-6&lL=>`D-LAtx)&`5WeG>2~P#^-E? z$?1D?xmUgsWL-X!dmJ=^*`L5(H8O%YQuyiUhue5|!olJOI0wp0c8JmPL49Q98W;l$ zLkHT0{9W~htuG2!t4!W4cc_rjr6DYDOq>{!Ev_ingCHvf0@)=%`D8@~roUv0XBpv% zlcNKsv#qVI#H1v;u7AWl9A+#y#n0}(sYB6Z@DurS93R+5RBv0CB|_wmLKj(g?&tE_ z=s?D5@Ttd3*h^T4uGKv626^>T{Z?{HLenMtnU}N)J8yh$vA^w1yp~X#aKEt`Yt3lt z#yU!@vf4FNAz#)sN5kc20dC-tCDInAx~WhSmbMsH75~;Rd=RXp^LV$bv+Y`4!-oVY z)#7Peqyd^5#wbAb1kl_vnZCFF&Zy2rv#!N^31zP=fba9ZPE{>eHfQ`r(W7ku5RprjZR zUTqnYN4Pi>G-%fL9dd6LA9S6Y0O8ZUw79BBDFho@5OJ2zvX1EZY>G<2CQYKaK=O2o z8O{7MME?G;oLsNgYJrU@2{u|oPv#ILrFD6cAm5*J8%8Kb!+nRShCU3_LVWHEdE%owwcM_FbS-47uiVpI5KPd3Iv03~(eL}u# zs07V6-f%Z-d0xpyc!C^B`wc%`q(^BD3)0QHRsyaAXs0R-gF^t9{Z*NVBrg1o$M zQk0@VBLg6uYMPpu$h!?;Ij=XMf#|U@g+Mbv@6g)O7Nym5rBr>^xHZT)MZHP*;koN( zqvI|=HL4Uf4Zni-gTDpQlq2iP-CX*|USUyN>l*-60-D+8k^xHM zvs+7>;~YI`kE7HSx|ZO)dr8)^aSAU*~l4yVTa*zHMDnJi|tA zh1nkvfdB!TG;?zt(#EvFsED8lY5xL@_%8nb66V4?5qom=m60n87ai`aJJo=19*s818=^CJA%um(Lyxo=ZW?QyrW4ig%cF}N{~TGRJ*3JwzX zdl7yY-?T%OtZ=De7=2Sc)tb`N@A8+BvB#nhkBF(~YMa*D*HL?i`q(u!Q(c@5w#ara z#pkVd01iiDr<)L7p}hC9B%=pc*&`Z>3k0G$M3=|m0Vg4+{N+n}z<0%0enDP-G#W%hZob4Q<(J=ny`=JonZ^1YFAze9w>QDlB!nONdB~V8wr3fPIX) zN1(qcA&&))1#}9BQR{LoaDP_d1ty1khG-P`B)^WbNZ8yvb?VJk_CnwOOs&3Y>H`PRkca-9V!#0 zq~kXoy(bQBmnh@Ts(M;+1DQ^Ui3l5`A%?_X4`4mT61+tAka-Au`#va8^+hu-j&(&9 zdA@P*JcFQYQqDW0WYnL7t;cRCL4$&CV&x8Y(h&Q+>mr3!v(HFGx4ra!0M5 zY8uO%qWlLg5v~HNU#K&JVzV1%J7TlR;!VeM_Qh_%DeE^+L}3epM%c~DP?*KXx;h$f zS-XFELPcFOI!j~O`J2sS#Eb7}YrG@iB#)`c{pljNLP*)W+Lfm#BO4`+*6qPQ=eTGW zL~6M9BJ2HpRxzM$B&7=7L=n&z&yN&UV_$!ZElj zWjNxX=V=BLI4c`Ttc0SasOR; z8nhAiVlmIr?~jV`1HdhiRPGrGlcJ7wN+88&m-OdIhodv|;hQt>b5hwf-r61i$gDFb z$|s`FpAXNdAHsou@0{oB!_KRDXOh?q`PpVxG!+C-XfXVsrUX`EB|?w;9sZ6U8Qa$>I6s0 zK9%Kk^KkK3kTP(E&~SWe{bjZqSzRC#nqhfxPqI34yS(+4K+rvNOUFQr)jhiGK_qI2 zQSjr9ML)!%pDv5{<6JVXvnP1T2?Z@Kuxq!F`1a}D(PTSJz1`N8_eDE%mI4QG0S01; zKW)9f_c#~HS66@T%k4qrJzG&B;>%J8`}wtp5`MFVHWeoBRwGWo%E3qGZgMf56N@v? zIFKB>IJ@4bKlmHJo*trO!XOB?@klHhttrI2dNlxX&BgnGKYaYforo8woTig|{KW_& z-uD`YiT!igIP{2Et55HielIq~Jcoui0z0$UDKzcx@~EY~Kw(B!)I9=mU_arwQjRraLS4_(+2E-Q#^tZhs~Flm#=1k zXqe|3Kx72G!`Pw=&(%5JuJ;S?Sg3s9RqkD~z2O5qejuatuvqc8YGbG;U0Onqy6x*w;D!H#w?8H;RX z1u-acQ)HDpYBh;X8u7<(--GZCE1#_e-Qx$gyIM~Y5N8umIa!Y?$k11N3r|R)9P@U}uq4nb ziw|kMz}Z!i_+{-_Q@BGuADh&G8}{YZm9m~*+qMnxMCFI1NQuFiIo3{xF&b+Cu81X4BC8~%?i*?b3FVJB$HZW|UAh!7G`(bYv z_XZi+r!T}Kd=V;~cR-@4e?sSrC1rK8MbiUc*LW>uw{Crj-r_|@L1E+K3OU@>wC=8E z92y=5oU9aBZ_yFoyv0d*?ffzY6dJ6VTvqSqarMJ%n!YAi!%~)zLnYpw_Hbq`xF=iT z3KsA3z8}>vGUmWolr=pVN$fv`=!#Fzz2$9e)XG)fT)<&8z=&lNW!}@)==j|C{&|@f z#4|F`%N;pN_Ibt5Giw8Q#Nt5$cFc@Iuo^rvYOIoma)cT7$>F6d|LFSqhe6YL0OXmg z1B_jO#NYYx)(JRu%dH8kT|pdAUtV(%{@Fmp#kqf`soThB`{3AZ@lt0s4Ob!63_fz9 zzqqoOrQQ+hRD>e6eD&WGe6&xDuL6$^2tikJ;MphFUk7v>d7CW_4uO+-7-pQ=r$KTr z?LiO|*CS8DY~8o997!GqJzOc6w7>J4%ott`uUOdF+|Ydd{4$&b1pqHI=qCUY6C^3> z=pYRQU?_M51S@On$w2kjW-Zy4?)U6b^5{?fYiBv0QBZXYn>^wd2nRMfxQMyi4F#FV zdQ+C=xLpO>BJ&rQL}Pi|4$-Of&(l{627vzLaZ~?^*8jbr zzTNd!7Z5D*wfZ*Vx)Xci1#O&?t$xdlv4C*DGgCBQMsf4;?_i(noaa24w33DHzit%; zwC>2MIa&;fg-OHn6iB}>T5qr?qdmTmwa6sW?0%?mE}pJsYY-+a8Ap{rV_KHmTNog+m-@Th)C z6#UzCQ~s=Cx!?#nVr{UZ&SQ(kNq;BOIGng&*&7Db(nXGp!k~a*VWK7S6#71$+UUWg zP!64^?&{KSv6_I>545GEqvJE=K4FP9=jNoB^7ZS!41<3M;BctlxVUrtr$fMe8*=vW z1Q(+$t|0%9ZCr2!04}J}>=qos)Ahc>H@Il1B-Qq}wHd}1nIE(ZWnbX%4JJOG{_?|a zFD5JTzu*%M0w=Fcut)3Pd@1pHNtuj*wb=F_Zc}V+OpC7$g^|2?19k#bUqy1IU6;1X z057=33#^+7K*;T|){rKjKKcwl(#a$YekXZsB8I*rSP0G+c|RbXDdGF-VVy`Jc# zfcRg|waI?=0?$!S=G{n*hJvFHE07D?LAQzYcE5!u#;_pi>4q%F9@y06wu2iECPEiJ zKmk8jQ!-cruz6D&bHF12bU!BI8{l`p+J8*Y0qD@u@<&Al8bH_C+1Yhz&JSw$I~Dz3 zp*PPfCCr@(0-*v2VhDmva++C#gEt!M5@gcKV5DoC!}8s;`NU6c$#Z99%+4-1Id}LM zhcOZa*$rOSUE6*qziIzHgY#zh0%I;6{FalM&T~wCi=nQIRTO*BD3_ZJ0ay;E9I(SC zW(1BSYat*YNEfL5$KniFd6D`WPPjY^oOTB65kt*0>EQX^4NIHdThbmHRJI*^^0GA{ zaFFy|c_YC~F6d?lT!qVxft8%!33GfB+gxp}Fo@V%l@0evXZ=QDL0MI=n`Vi!4;j@e zwco)6JMGFJ_*9FNe+6$D9nO{&+3wvuSlQdZ2Eg$WdcM%d#eDv6At(VN5vY0NCvWLv zCXQk5wH4Q&IsL%zUchO^&EX5+u&E%-@8$Sh=9Y@N&_*PqJGA>J|5l2bZ;<=@Qct3) z#7;#=)%G4;aB(_QwD8RpC&>%RhUYkbn@4-7bvcx-`)Qk{`l(4eH856Aj(YFN0Ptjp ziHQLgM&McpxXFM8GYU+#AkP?`{8Q=u`}nnrm~H{f1LyHMfT_4`#w+@)NO*8N=Y=Y* z>ceOOcvl{gbI^#FJ6F*UgDC9Qpgk7-<&DHMCp1IV&j(&qq9{G_c@k6Adr)h(RRPGe zf_$H)=+|>sD-CP5Gzd0L3ne+uaPNcxNHhazu-61Y0sAFx0098zof&$g{hb1K5P;4A z$XyC&J$hXCf0t?QM4;3_ed{;XpR>DK?MZD(>)9_-br2SB3a}izEBxaRDrCu@<(Esi zQNHGzbLPBob<}f52=E_j=K#gpKVaCxaQZ)qrMgphgnh}a`fZ@F)9EnhX3T{D%eZob z@8`EV+l5*8&nMa%8vTF%yhlMn0WAGM)e8r20d?hzj!ud$GZo+y5fqdI?0P_Iqx1AX zC|DTYIEQ;Z3B>I;N5`L6eXdFoAvN8;s$!N;?Q28`Q^ z7vr;jP4?7U#55sWW)U~K`$1Q#r@`ak7$fe2(~*}hjZSD44IzoEo9qd{o%5uK+3)F= zol(Qr_3t#F`~f#(535vxO6TROb(K~$5Go4r-#}id?1_!7EppCy(Obf5&j0@@6`iL2 zqoqw`UBdk!Y*ZcMbuqd3!pb=b{e8In1A)o9p-;H!3kHC+3w9YkGQ{d0m}= z#dDev6=mfvz;4b5gewT=!~!Sjjjh6*+y3!!L2m9wbl*Sa1K||lrGRQj2uQi9Gv}B1 z%V0q5x1&zvKQ^NlhNgl~lCvVv+;qts=Aj3*)`5LGfhtJalvbSa0t#LV+!`@BhW|t8 zK$Tq9&FRe97a$Q1NfI_*MZGnEYL9Ts(u%r1=})MeZ#JXZaJ-FP;Q?G|fW5p`pXKYv zKmaZSq%!9O9)Ldw5Ih3{uP=R45~gJTYm)$3nb3PiwtJ0f#m-FQq8nV-ble&dKVm!_ zsuQ;KZwRa_lyp3z;nElibmfOo_@9rM-cip{XUc1(Asuu;&=?}EsH!vEmG~TSg?-#^ z-e^TYO5PQh+vJs$97M0qRWkw)AuliQA|tjt%!=&Xqzg^)ulKGQ9TD%0@9cKRCfuB)-ECy`>;3Ugjz41Mg?j;|!xMrH8-C3$jX~aNsK=Ikj4IKoZV;lv_%+UkUVd5$Ago<&x48pIGeCI+ zuqnUF%BbEWV)2T;UfLG^QqvTH->p8J&`AZ%8j48d+)F~SD>i+n0OAwiwM$JTp&TP+ z2LvzDI1^ppUtY@5tm3TS^y1fFf3J#FJt1O|vc01pB%zsgVcY0mD;uA&0l}36XP!l? zN{E?uV|h!Su(?L7n}^5L^z_d+8JXEFV?(0NhqV8fB|Th~8TynBGBdZlct%s5RvKBC zCbZ2^^Y&3_+HfDh>$B($=hB7p@&0A~GTO?Ww)s}!v1@4npG*!Grssh!U|ZPH*|Vsh zHG!?v)_MW*Km+fD!m_V))hu7mMe+hoGm?Uih+FZ+d8pnFIOl<$9Dw-glgQKLU;wgE zW4ggio0F6C&(hLwzkl&YrmrqisBbS%LEmnUeQrOEtlA^u8o4RZ4Cq$i_6%Y`Vl&Sd zodbCCIVVn=65~x-a4v2_Nm#i#2wLB>LWkYo9ye+reO<<*<`y<)NEg>Sie}pZ;E#Yd zHYP#}&atmgH&rfkRKJrAhfUdQwvt@=g#`4q_qE^v*<(1+B+bv`0k<8va1HTf(SL`M z_FN{|LJclvW{I@ZgkSux$bR;^aVC2ex62C7nu8ao8&d*qN8n&oPShcPuwpHy!(vDj z=@jc-7X+{42%plho2G&{w#()k=KZMYnUA0rHRtp8+F9(4(c%R{Ytg3Rw?lRn7r2N# z`NSAODJNSy^8#k-#G|6;UPZphPj2$W>RfJchf7XGAW{(p>V&RpM!>C~YzABt0HBgt zi+%j?$~c|+KYDQTpX1inH-sL+i+=WuRj@sWFt9BjC3f!;^HS!CBDgJqD7!IJtc$SI z5wiPvAWfKv0?Hn0&M}p7zmqNDjf&f4lO`;Dxe-SeG6$0mX>yYb3lUc7o`NL6GyWqKL;-7T zS3eGLwgR0HLld<#{C~v!;UW;U0d0AXRoFYU&kK?sDeHE`VJ@pydSG`+MJoErLYlg1 zRRt$M*nD*5qRG z>0SVP&TZVY81Hp6YIk5n^x}6EVKR3Emfn)HN1v5QXgtyM31g3yefGf({b24#Da9+yaLTegODx)O*d^@8fg-r6FK zf>-Q@8mb|875v%$wQ}~Fik!*Br6H|$4cw`gf&LD;Jh<@SYmO3Rz|M8`R(a?%X-|%J z+l>D(x*UqCpntflm3r4bkmK>{oG9&3ouJX5viEZRsX z$y>l9nJSzXaUHUOk6%J$4H2UQrI}SS)nPaRYgPk;ls^GtmnnS$Xe*2T6dwu(- ziLJJGb9aZSoO+nzaPDZgC6q`C!b(E>jz?!AI4d^^`m^n0IAKGb1rGy^F;Ew)rSf1r zY(L(z0?8HL^eIST5mOLx3>0OL2tq528W!m=y zjIQM*pvoA{u9`6gPHr{&I_ro2S5MABKSnGV`b?Azq5IlJOnz^Tot^@S7T}(t*A+evmR(>2LJ1DmN`S&A$xy|I_#!PLAl? zlxO4%`3YsTbx_$VRP;L&;W>Z7AFVU|4)npFizkpirejQE#W_Vu3w%QE$(<+4ONGYC z2=pZPL4V$)qyN2FrLd^G#7g9ST=dbNpKhCLlk*GOCP&dQSK+eC5KrCsb<5=4*MP>l zREEQ#+Q)kX{Iw_B%_{*XR<^Vkqp2=R^_C>9VG{Pyvc`6(>|A?W2JuqUcX59=us_%E zN7A6Ou{NijM-EA72J(T#0Kp1St*^YEtv zr#9y`JAHuf1mFpw40pByA-f|NHmbjnkLD@art94Xiyz-eXg3UaN}Pm|Js)xQPv5qndKc6M+dtrXY2AdnQxg)&%eoLrN|yl z{Yg9Mj-ItF^P|?`&Z(4}K?2-`FyH+2O+vF0NGky%dDxI)JJw?DmVoFBxv8I}rP09c zfotJ+Q)_D`P(A=ueeC^z(E19HM#39AuD>YsC_z2)1(fnaLM@Gq?0j40tXzK{V2U(h za#}E61Ix;~j9i$|HIC(P@^Pu&r)(>DQG86l2!M z`=#Lzr1Y=Nmx)p_x3oHZ-k(0*7zzuMunWW*5%YD=?=mHZ@k7{zKuD=hi={a*Q(H;3 zn0XvNRH|uYp(;89ykvr(-MM#b5Bu1hhy8c+Zp~Zwk?KkB;Gt%flAn`tM{M?>{C1hC zeSMtDC`lYJVjbR0xu(jbU?P(0xFcJLD(eYEd|e?DIY-oKFo2TN{3At)0UYz+x;_Ao zSAYh_Kz#H1KW+K|8kQcb3HUV14~>_&lM5=IBs4OfnSja>=eF1Rbzi>T1H}(DP{krJ zKCU9ZwgjKK`8}A>l%WIWLnoF%i~+laQwn4|hx98EWdy5bgY*0aGICEJrR<+*m970B z(??rU*D^nH5=ImCfbTn%K(Pgn=j5(5aZX!!)hnNsnNnKwc(gd&Ajz6p%=dd*CU!;o z^xdlbv7JGuh%oV7=ahkr@$eKa{+guTxZ+-70Am(!-|qHd_=YK)<7>JR(5|Ew{@20) zy=tLVwcQdou!et{?mX0Bt2jBa0hjat5R=S&Kr{h5R1x%t3fdok$w2cDi*5*xt_W@~ zV=2geu}JJK(sZ4PS&>|s_bWP{>!QS29r{z3g3)pECE5~;BBRT@Hmeh@L-D+M&BD-u zL;hK;W=?L;xe$!z&jHPcCuiTo$zJOfAk1SQ={UkTycx)&DzmUYZjKg`(ALO&sfDX- zBNE!@x_<-vHD!YUzU#nGt7|^f{&BeF0pBcry&1lcM+zu4^>%=xGudo|7q#9F$c(T6 z)7dC1Z>a%sCU~TzMI|NHWnytxGG=7&{zG82H35U|R~if(4mqOkYpAY>oJr-U60<8} z(|DXMkM&0oR^R*^ykTy~5f?UQoY1{#*nFis)&)=exJA$_`Zbl%!;TWkm>}P$j~Y{i zOS{W!AU40LEg$-I$-K_ zD_t099szL7M!1KAl#uRUSTh~toSVh)CvMj#%P~F!?noBG0?$jf&D_F;?M0O|Uhz$0 z;4kk-_CFuTFb)5vrF{3CO=>KRHMM`sTWd+G-tXVPAXfuf^4e>)C+NA_7z}lcAp#}o ztLQ$PV&|GNkyr$l%ws0pv1?BTDYHVYXshJ&|GQ0S4=jvNAidWO^qe zNhEHdiH&oaZU+y4suy|$W(Np-thVJaGeN8PD@^@fK|VG@W>XS694-UDG~k-9f}z2i zw#cH(g=>{LzIYg^P!>8N(IHcOqT3F-b)P+QGlO-RhzZ;we#x#0TfuZuZ?}2XnGoA_#p867K4~1kP0_Msq2(f4$Xv+ z%oZGG#w@7MpH#`$W&ffG?MRdWn`R@;E5xXQN|9Rr(|Fs+I@F)zblGuVUoiQT#LlG_ zn6vAW&(?;xZ!DdNUst%r)sKpx6d~GwZX>_36aAuZHs&^ z+{3VL|9;#uW&!p}DQodVI*(H*dYuFW2$R7hfU7)+=!t3EjC`86LXXz{TPC)C5{oVq z&8L|GJpg_EG)bqgY=BDL$h@<)rz%{ZGO+C~C%{@H-!0Os)u&oDdY9vO{Bb|e1bg`K z{k41?iNhD=Xp14WaaC5#q*~4s(^D^8`@g*ea*FWF16xdSF{UO8_(1AdTurFm5}>Vt z{^PzTSv3k(6`6(X;7#p*PR6KGW9O&v?R;=;LerNm!=;1SlTjGMcKA7X>x4^=_)4YL z?L);O4Z^TAm>YWCd$MsR*2qg0%R;oZw^84?Vwkj7*Pr79N%Jp$ zEI)tWbRXtueI0ZI>HWd-)#&E}L7G4i>mi=Fjr#~+GE%bh<;|L+#Qr9%+0D<6au02X ziBKl!rtfO>1^*=h?}Y>U__#5J(;HhVNhn1Apy-D$PQ;a?cMQQpJ^{l@J4wHBRGl_? z`>Ig;Yp%TXa6N_sKeX788fhL=*wP=SGw)f7>ir~DwEsHZSRP?Fw$fok=}dxIm!hmg zsCTK~#F(0WB|`ScNe&sA$l@ubLig=bJ;YPchB&m;1N54WIlXWp9|n90TUrwn6M$ld z{xf^W;;JbeYvQveWdaUho4j?E6BrD9!KgP2VBOir|^xI?lY&iQ(pMJs*vr4W_D!pb*@FjZeG+X_iwyCVn zuiu$J@)+Cy3JFp3hNeWT2ajie=~pdZ_Po1`R@al7nmApr!;P&ge+c-??w6SO#?p4d z51vAoxctzX`q%5q;WI46`f0U2uOARBrW;O^PHr{3;T^;a$}w&Hx;YQwn@a)-bxUn= zIB8|6qtF@fsczuV^R@oG&fk}TkB(wP36nPiDoyj_Pw3ZI% z+h1_*39=RPOa(ln<|hRs$2)FuH@_-@iY?y+Xg`l@(pG&X#xn=y9o+eBjk3xkP;mCQ z`=L!NHfMbNP-(do^C3wF9T{G6O-cOie-IYm7U0eZ?<>?aKR$TGg-Vz7m-AStb3O5A zqEZcu2x(AG@G|T=w4pxDD|&27G>bJ>nb%g(o2_w@4;$DmK+%BK?U60N?otJ1$CL=m zxajLQ*S+oVfXRWYn^C?G8{+jp)^RL-UqHp3v=j8kwv8y$ZW_$6mWVMr1!#RRRe znBmwCg%x*qjj31?vG4IkJ~|!!jn6SF4n4?Lp!Lc$v8yNoW*>x$<39UggF)49FGYOy z7vp#&e+x_8Rl7|1RI3+`wCmm~zA`d6?&l;nE$M|Kd-dEzTa6I4YEW!pq`d;N9XU}( zPANNdhfufSOwBLC=Za%CON;wcud0$2e}rQ~VHFVF?JlkOPZz?RX>D zS#=+|)ASj$G@v(1W+T=7)M99_g)#*2P!u*tb>IGHG4DOW?B`T3FEPnKJ9MNVlF zq(yW8>=Q;xeZnjEDS6xUil~IRoPU_fAu+dkY1pkxOWWX6a^^GH!QFCFomPB|+_XK- zbZ?^?r^K<$UGz_U+u%5u-?O@B)PloILZ5zPbjL1tsg^JdAHjKPa<_~27%JdyqDidh zJF_S~^7Ud~O-SM=FVe>sM>Olk7X@d~pz?#U=*b&^-@3pss5fz% zZ%@~&i_NTmi9XIZF{Np7j~OEoaIK8bi<7J*^q5*^kJD^TiyrJ1|Gq)?j^caoU@#>9 zM;(*AEjjqi5y^@ulJI(G=CpWz5HTY6cv>B#q`vQ%2Oz-8Ar+LPLD$OF7k6eph52sxP+JKKD3Y{iLs#d>9R=6%v^SS$oO3d45SLr zM5jSh%Ye7nW37T$^yQ_?@y4P^DVX2StvIs2*6hd*zUmdWM42$C@!Hn-Tq*1MJ?$<) zG~xriB&UKSC+X@PqLlT7B6JAy%G|yieux4GCl~TkTZNXefVp8!edDlC)p-CJB_6j< zm_O9V&g>s$r?QPCDcPee`j`9$+%h|zSwup&>yalNvz#oiwDa~6U`5Y_44o9hzN4NE zT-a8Zrj29~0?{OF53G7PdY%fHFKIPV>X1G#K93-pnBihGDhv-Q3Hb`F8>T~}S}+@Z zSc)_YkyCjIw90_4P&?HZHj1R4|Ih#%@M&oyHFixDm`&Fjn8(SywaKWdh z30`Qji6@`RZMOYJ+%lO;Ej}bMMH7`u$vtw{e^O;-q#nTw&NAW@~K>d!~ zQXiR`P8^Ev&R_}S!Nx>m({jNsOM2iH zZV!sE<-%TtE{XD~B91DD93vMI{yM*jcae*qp1|^Q?P`ZNc54Jl%R8N7GOQw}WSVqu z?c5OZ$d~h)12Z9+F2MAKNHa-W$SC%(f_R~51`Eo*RI&_Sccu%Te4!{wNiMPLDi86otE2H+8ZP8KJRqCuDV>G&T3_f57y zg@}*cW6M&Je@JWMj<;O;czZ?m06at`^|LMU;Rl@ukNcRUgoa6%bLQ_=9@G3EuOFf7k!(qC(TEr~ zpZPy`xA0aU#;75$h|T;FsyVjy@t2N8vh!ilaVN6rsM6(lFiN*s=k3w zhh1GfO<4p=NP65`wanqC-sD)Rk`S5G&dM-0B)xT5E)s(U&o$Q6#6 z=*$QcfyKtE&K?wB9z#^r6DZWM_B<`#I1D0{=Iv0;0(u?3>ZI9GlXux@Vbw<~d~(z_ z>|EGC0)9kJ&r^51JwR>?Wv?^ZvC4Ty0gpDIMi}-ltiyO4f=5iO?kuk``v0yi|IiPq zPscV67Q6Y%0o$K==@5+gaU4mKs=}%=x2+zAzVy9W-dMQ7!51B)%{NP_=6Z1P&1{d| zq2-W7G7sph8nlRi7b8DzFQ{!9DBk*}DDNFi6k0OM4%cEF1<^@y^DFgy7lbn2&4p5r!l*mu5*i`z)SR*D%EK)Tnr+K0jxU?Oe2!Fd z4ve=%czRr|-qb>49460F00cM+YyX7evjESt&~O^@)KyB;>K1M1B~!X zvCEJP00t?etMhrInH1mx>0XnIH~Z>Ku@*~^Q((q%EMCN%lAa*zp02iK@SrQ5zhYp2 z-nA;_TRqn5TH$M|dmf=I3SFr*peqhOXy|A{InX-d}%s&HOfnB|$ak>%P@oGO{q~qRVQ7LQWJu)uDn~4a$`phO> z>P?4}i*G5FBYwir#o;7~tBlB=F!RWNCfY{k$#u-h{qM7j-ed4VYs-TSDC1 zgTx>6gcbPSvuB7jgu%jnfcm)9yN4%3O!ixckDt}xP>E-Ua25opQtyfps-7^wAV$o$ ztHM>+GBGjfp2l&5!_aS=5FjY5N^ z`mIuRU)t^ucmBRl>MR>3DW_sG9-AFfyAAys+jNNMA!=fRSI40EKDLE+XL6?MMF5G* z$k?VQ1I;%?_YqOHOz{s7Faf)*#+m!AB~$B1n+-TlCFEN61=m}J^0Ly>_isZ`cThEe zS<0f}EelsdKQ?x!tSf%HVr%NmXHaR?r+|z3Xs~E3r|svA#_vQdZZBg^mL48rn$+P4 zDft`7MSNgnQ}~>W_ps%^)fWbILgPR<<>Y==m5zY+ey60R;RCujAl3W|Rf5R%OGN-N z76M(eUHo=BFe07I{V3_(jIHBlJpl44@~OczC@MvB`y(VNVSa(rVgOsc-S!|pbWf7{ zT4K+CQjZ+dUXI_G`|;sn?f3ARp3DR{OcGZl#J)Sks(WYYhCOxP6L#UU?Q$%@5*$&d zsq&F+S&Xx?uFr)zrRPErAYeg+kv3&%X#^A*dN2lGbF0Lly?su*s<{KOX1{Q72=yNv z5KR1%<d`=@!vP97@hF*JT*oUJ;cp1?m+JbYJ=EK@XPXn5>FSDel zO_BG05a1^MU1#p*mSo5(#YwON5h4Z~xgJrK%%lX|hf2CM2lXe3QfQVZ!)m!uWOLkLH zxdYFYhA7@gC&<(Rb84#W9_n32%>8z#g^NBB)l1Fy!L{fu8j3U{|T_#1XYQS~B}S<||n;Hb_y5blq{R;C+S@ z^ZFT2B40Kmblg>l^=5`3Btp~ZFHB*HivB+N#Kj0xMRB>?dp06aHsdsBa?;HEP_Nx zr6`k~h$IS(QG-up^}#jMrCwJ(+V?u{%tAI@cW@1XWjPJ_6S8U)Qg>bC{Jq}(xA`P z37-CeRSOFI1bc{!JQ_8$0%Rix$G_c<&@h)6Ppv~!+xmAf*9PO>1)zSMJ2S{jlAv3b z;hO(g4-sZA`^o3+8^eU*^tZ^_IIQp@FZi5Iaei<7tI~E2huQ z$ejDrOO; zpR0Rh{gbU*>FW?C+|=w4;Rw zChl$w{3@_4yU*PGtmAcyYzw;JfLUbi(1#3C1oG2w6m)k`nx!Ru}%Hl!YoBOZ$VS?g%8dq`fKUkb3U3!) zIFsY`Brfm7%K=kTH?HVW^y4wc>pl)WzY_%TMxM6k{bf#;#N>+S=E1j{B^e104K>TU zaI*;lD;z7)+-+H=`{W8ABvw!Q---W%$l7nSZbeAOj*kiYtEohWDF z|EzWVR>LB}>vuXDRi-56a`~5DOzb$-I=z2nG^*FR&)Aw;zKNhy5*B_aP`p;o#pF8K zjLHHxK6UkArk5b_Jd!t;kkEB+Q!;h`nfr|ROSJ)&I>GYg!z$>mcMGd$1v%5-bxI{t z6*DOKZB6iy>{4?WOycT-bdRA~TKzET+PUX2)1=q6pWNz;(4VG!owxt0u^s^sA)(dk zMeKaJ{}Q^d9++}-SPYfB4Bt{?pTA{unDH`XqR4i48@pkJ*#lKX@IxyCBiy~`nncs4 z#F$FCe|M0o%*b>94G5PKM>n5=&wGoG4o+_$yBKO+WcMjGni9eq%SL$}rOYe`G?%6>V2z%Ff{D}IT#F%COCR(@ZU9&G){;P@T}E-E?{`sC34OQe{fzF= z4JND5H)!0c$=mj?c0NE=qmpzw!lwCik0UZ>czENuk)6}-E&At-OD`%w>?eQ6aL)3m zu5Gf(jq~FrYz8&p4JT{RSRXhGvmuczy9*UHnH50(_c2>0uZm_sB3Gvl0^F%N=8#^V zKhMiK4iCb)k3=g5zGzdi&rljxNHw~>Qlw-xmq~Wx>ay=p&@gLwSmgPtePNO^cIW%h z*xb*FGb@%6@a7A}ES#e&^~ebZjObI&7R%;f(n5;p`dYN~t@Eqs#vgT&=eUYB=7v`? zO5{Ai7#nAGSE}WP90G)1-Q773w^jC9zX8jXPl9MkEcI)^QoiS+=}=P zf%gBkn^37aITrrU{ctk@Ictr*Ls#+if#)(U%{QKVb#^&S3kjV3M*!2f*ac_Qbi3Yh&pJh;_<-4g9m(0`w$L-Lj zJTd#rRtWkh!sB+k4fly*h3`Hw$2$K$$P2v=q4e;#;RA--G-03 zma6m!tjMGdCB=!kHEph9#>a1mCzpMyuQQ(Q&D^NO*Q$JYh#PoChKCLaa_dK5Mu^|E zSDY>Ap*fND9!opR15I?}uva$t?qbiu(~d#9jv+LYNFguFQCNbmzWKM-W*@h0g?NJY z8VNiI9n9+BVl5w(-jO2pL6X<^g84U4_0CBU%7}F}jg~S}n9{OATQ)g6W}{ULBE6G3 zHVWl|o@Vi$X6K7h2$mEDCR7ncEe<06PI#@Jq5Z`yla-ZDqGvyp^+TA{HvhZmwQvHX zW`>69*!OZDIfX3z1BT};`h|N&{tr=K9Ts)>ybTf}Axbw$cXta2(hW;@cQ=R#NOyO4 zEFID%-7MX;(#?|Z>ht?v@857;`#E#woHKLJJ@tkA2xO=+d>at3tsNy>Ps}%E6tZ>Y!Cy*Re{c% z8RglPsnZshAI!TTc#BPbD{LGb6pU4-?;1OQELXM-!y2WkhbMWls|@M?6rvdBf}X=| z=EmCE?$y=Rd4n#CEkW#nN3KnsDpuG&a&?(g`d0JSPsR!%{$~^d*##QqlJEv=-qVH2 zk4Q?zXZI(gxU>Vw7&i6wM&;3cVZ(O|etG&f!@Xozv+{*1WoQ{zKG{Q4MJbjfuc+XG zgFBIK;&i?jjr8TWe~3f=x>rB(@RcBRBnMqe4V5W3!>cF5fSO3Bk&5*pO`G7aoz#8B zfVai;GfI_bWn3^hFt9E=rb!E|O@g8;MIto%zx--itLzU61t8*um?#Y%t6uG+jI$=z z_h0xQ&Q{K!_k#J7lk0yhXNz!#ah)JKp;+-Fl9YPTZj;S;KOg1teg)blP=fyDo?{Gz z0T%JHjFpu47h~S}hRaOAKm23r5t(JCJXvQ6Nw3!r#L(rph>zB4xLFIh5vt9gQlDR@V!1kb{vdblAQ9+Z2*VzC;76I`&8{rZ^}! zw!O}Iv=ye@JaxWF3jFlv?8C6ay8E&DrTh>d_k&J*dVxFE0uwh}G$ScZA}OU7Ud?b8 zj&^o;^OFEO5Ych>H+u?83E%4shwEJyR8017yhF<>BqCnAHV?M7M!>!XlDNGwWx)2eOD99u&7JYAwf-&Uv#kh03HU) zF3RI7-}W$Cc`@koeKx7AST{m)8cO(=EjzsxaM>SRw_2N@!~k(r;-8?#hzt(Dyi5EZ z>vxi`T= zsZG0>%ja=_%i|47%1f(=3I8)ca~7MGHF$u8vI)*iFkih#d?T5S@Jh() zbnb_++^2*H>=s-LD?y^gRb&`EEZHT^E06coz}vH}!T8d5Zh)v{wfT8BNE({`U;@RaRB83HzJ8i`_{= zH&SkWIQk(X-_63oL7ZRUvZLoI(*y2gOMC-TM@6Hd&7foKE1Vv4u{GQZxzN*7H;m(; z5ULDzFjxuLA?$VDWtY5g%PjZzTuEsML@sZ9lZEd)@6i;+o2mu?jzW>DC1mDfq)cW3jeE*{yS_VDKk#CsddWBR^W%s`8lpK){*rqnMjJ$UyF&jbE(OgNzU0$)aMRBcsIo;e);!s)I!EmEUx9cb&IP-C?sm37c znq%XJ+E*@dYX^dS-owMoe@#exVhdSX>@L}CbhhG-Hd8|iEw4;c#hbv0TRm(tS@}x0 z9O&>__Gs&Q)2E$L*5&w+9GAI~oL?~;24+l4TH>=>?!`N|8g7xD}_d5Jjo96 zkK55S|GhNtfh{e+kB^V%4S3ottSClF1aU?t~Y=3!i+Hq32 zW?tW?N0~**cbJCTbT2o@&>XV?Gv&wDg|%qMo*~6GC@Z2&`gH(L6KxEYd&xXCa;s zO-_kTz$z+Asd|vs=OgkwZ?=)kg)!zxsqyCQ@-MMAs{`;SGiw=l4rL4Xs~(To+oZ`l zoIic%=o?~d@643)ME~dYuGKZ=c_UuwT@Mx#7R>g%+#7BzA!l~l;m;$F5k(aJCD|06 zzHwlmuDg)_1uj}nk$BlF5tk|x3i_jDtULU8>=s6Eh$S$>gQ*j zG0{oiv#ZURV}_21N1{CyeuOM!dxw7N*V{UMWGRH6Qm4?icz}SO*K4tf3uh4f#q|P) z_{CS)40C;KEAmZj2OXTkPl8d(hrL7jSO7CFZ;FGkqb!#AFBWw^daQWH#O%at$nLftsB<66mYIw7%rSQb`^v062uBIiU?;JD*744pZ zuS5oZ4c?cFMxh|q$*wWFWvGPDDeO9UuqGeXtf){Yiiiv2E_V;lt^al63H!!A(9kL_ zZwp51u_D93@oku7#SdFjq4kJABo!XKE5@`b){Wt2!$U9II1ODdZc0RjfF^LQ`oGw& zpW(hUzzz3M1H-1LyRa94nkI*TE9XZUd z35;&jfSm<2%T^;-SJ>xAdEL6MD6i-| z1Ak6u;L;&XmWpAAFL})$gyzi5UrDAjpJq25fsaz9fMLCHw?#@>3R7nTlj9c;gXdOK zWSPK3z`p==u?{+J5Ze0y)07B+t3_tO>y!c#tjydeFJkGl2V=WhMl!8BL#K&EbE3J_ zL9A?(ic;GkKPC@tUhqf#3?@gyK>0obsU2qmu)iDE#W_WO7G*IFxC&J}+~ENS$0n1vExRxyvr>iWx(<)jxG!=+ zd7)vEr5=m|28;%^A<=%`H@5mSNrMJ3CKWUa*Ml%uc zdTbS^W=ll5eB7Ny{mbr_Xa_@WPL&u8aUZK~yVRD8%cf$AgtXZ~7@8+1W_2d=Kj`Uv zeRXXao0=_EzvcJJl!du^?qrpNrx?w6M!rMH>K{J&GA{3kQ;Hu+cQWje5`!d7FzW0# zg7T6}s#NGgArPd|9tuu1>)CHlwU#>1Z^U~%>f(jvz4vT8`j*sqd3vt5Y2}&LW+?wF zmGD;|IdAm_qiw7x7*`P})SWM`T#!2<5_D-)oL6g4l%z6|&~RK^kuNzl)F~~SHC`#> zyzLB(?Go*8(;(<%5bD40a42~k?dq8U(s;N|UN37&j>P0~HR}erc`&ls zWqfG205bjzAx@v+YY0){`^wt#v(f4!1}RV7W2X`FA>NB@$l0@$Wrxz$&CcgytZQN| zbITU=we#b=`}J|d?6Ndm@E_0I^}L@!GB)q$l;?u5M!EmXRCy@}hd@5T10B-N``*&A z6Mt}}|AejRxd*+8g8yBQ#Vfy>UD9gi;7;<8sy2pPWm94x9AOS4%rvZ(&d#&0N_Tjc z89eOnYa3pOq(bJDX!@XJkp)dc(@c5o$oh#HWlEY7$<*Mlrh{KE;Ld3YFd1L!j zctrY_78d-e8H#Y;SU<{7ITTe@br(KTqV0HSI-}+CJ(}(N=)2Iy+w@#w41+l$hg7ex z1(nVm|8w)mC=46FzwQkxo}!gG87d7)NYqwz6nqXw%K>>*91p(3(xju|$M^2*g6F)? zbv&FD44CyMvp)C=*opL8Q#8U8R>#i6I~BDG^#osz0(E!;dEMRiikUnK0Jff3Cpw8E z+|$1YkD`>Oike;Cfz%V}xi1dK{lb#ITbkND2V6l|nNmcWihvnF*EA)oKnMh;s>(z2 zm1|`I-VV2U@n`s2o65*%qY~=ji2+L|BHNW}4_>j=>Hl-@H<}8S2sg-Ur?}l~yWi2| z@X-^v+I#L;D{Nd{53Gsy_=|FxxQ4Zvwt>U~?GmM^bcETcGCaPwa3Z$_AZT3xBBEpqoLVZklj(Udmo z@Cc&q6DNet- zU7hyR>Dgf-G>6sOgZYg96>{ zISzkZzWedVFpJR-)E-$)1_2wj%k(rsot-BOBm07HZkLjn@w)=77Ljgq=j zNp}qHNb+hd{0&BtxhZ8+t<&i(J0Af?Kj{1q#t>0aK>&PQ)AD>SpA!S}?`*)}lr zN`ngWth|35oi~TQLn+?lZCqUlb*&rey2TnVF-uqfvz2aHo&Ti`PgtW%;8}mA`5hIo zN!7g@cB9Lv2Qo5HVrLUgG|s_(jRZ5KXwD{YY3YoQufX=pnI&xs^}rXx?4SgK$OkEp}<`i^lopW z-Js%oBu8QLYiPKg6CnC)sGn`&a#?Fm##K|^nM5JZy<6xNZBrJMssX0;Ms*dRY)uf&PI7&rIy_rknYM4U4~)_?xDPSKj=%kf z!oZE)+0+NoY%?j^K{nNwKBwzp`D|?eXXzUUnE_sPYcjm4>l@ouhPH*aWzBDd zih8Xix&$YSx4LD)HEh_vshC6P`{~ZjBW4j`Fy5XF%xq0=C6UGv?FjRNKm##Q6*H6c zyDFUG*G9BYxBs(=t+zM9H=Mgxz46%!k)ceN_^n~pYYzp|7Wj-EfSOfqjg6b^4hJ!h zNG~lynOd+KvgBk+Yr_+*eB3+sxTR&pb_DI9osi$A8qIEcc^_a->akiwi?`D{-r3`h zXoMTr29@Iv@t_J~_nhk`8Vn3ks_9W4j~Tav2wL0eCAfVP=NE-q%oCN|qSsUWQ@-hx z9^I*+$Y_Fj?=0kK34Iex#VJCZc)i*F8E;NysKno72t+@b_d5BCowD)df;yhP`Sq&E zuS^U`+&Ahcmnd7=qQl_#%41{0)1fh!j?P?j(X+?(qV7N%RKRrY%4oc@vKprehcYTH zR&#}lrxjp3yYiub6v7)-cb0r!x9!V+V zQf^EK<)x_n7PqBXC_c|k^w}iO@q+D~?Om$+_AT;g+R!l8WF9XbDSaXoHH_N$uEE{Z z9HKt){lI81WjZ97Fw#(sSYx(Ci<9(=!QD@*`}A-61s9han3L}pF4`9fi#3a{j&tf# z1B6i0%n=njf$N|C-XUVg5ey{@>0OtB>0_YtUYgW^8v!kPT&rkXe=%DT^=Bm9h(>{q z>$4$APd~vCOnpK=wRHUK*#5)Z`bo^7|E3aHKl(O=3M3&Il7pH1}-$VekwM z%~ggvkM*t9x+VAYrXEggfCHVxarIuf#Bl(EpaqnwV2;RL7 z=b>DHS>7(-lq|+S^~Pix=hW^^;by;+P=ew4 z{%-mLD@RHmgOky$S9<=e#0e25(?%Vxk-asSZ{*(ne;~rDik>mAoNpg|Uy7>DUv#o% zM^CHf+Hdo~TDZBX?|#4M56a%(WGZubV^yk3W1Xk#`w?QQPUIOx@^@JpqF8H`tO6s? zYLEqum0jC2_;b;w>_N;R?^$sYhj}b(f$dS z3$gGki-g2ckpChk1tObI(oem`OJA9@0Ijc41GW#1*O||7mHex(tQUd4m$V#1>yoS= zYoPJz-^ZIjX!lMjJopEP@1&^+nG>WH|ny;;~3lY;mBca&ci){(7d5f|VP zp>}jp6Y*&4@}Qo#ulOc+uZw7BOgFw1Lc|d(+AQ>quO$l5W8H#{P8HTD4_PjZx9c0{ zij(63LF0f^S`~i{=r8h;K?Q`axS6Q{3|vMcCb$f`Cp)rn^*96f8v}*CFrrArEy1~}rfx%si6-o|Z=PRABm3rOo z@AbPPf(GmJQXrMSIUOw$;}JP;QKf}7)fRxHlcI#<+mcez6Un%03>;v z3-Ld(X};yl80I`c;juPW9^4`O04swtAAq{cI6y%_>hWx#juM-!`_9kT&ryc$;iV_c zto{8|ryJDZ+oyYv!nn+pDae9QEG;`z8}4Tthb6}^8W)F@h4Atb$ER!hrj9$5y1JZv zmS+s6Y2}gAmnYQiTXx|iGZo2D+w_7Rfc4Qvg;fiq)NPF>k!X*7fi;yC@ylZ8`dw|^ z>Kky;ffnG`4{;kz%Z7a4RL@( zTx(akmT`o|f9q9AkJW=gQ@jt&Txm!4arm!{m}UCExY1oiUPV#73X!qOF^8qi+q?O-sWTsg~O-xU_t%(2C-t*0|~) zhfgs=woFQfT6wpftvB7Enbl8$@c&{>{*@XiONCpm0ekCGB0f2p{8M||!QHQ<`FUC< z=(@VT%;gv!JymZr>EP>fNE+Wf?FS90kK9=jyiig!O?H>@ zEc{;>p01^<+wZiHvvkJ}bPsl*T`140&9{_Sm~YfWye$ z)p*CKR0DLFr&}ozV*}l3g!$Z$yg9COV(Wi z`fMS6k|5Rt>(r7$$$R);GrgjiFiNC4)_h!7T%;TK(`bRAsRHC%ODs72gfsJd+x12)6qs_h|Bup+& zEm2}@qMUVC<5|@x5HY0oBPdn4B?Do0M{Ximx_G59v*QC7c}~{fE7)z*Ykj_dd3xk^ zsrj+#kmKm?imN(pwORXx&}l?CSubZzMLXzLJ`vcgQ<(VO)A1mzvC29eT7%$V>_6SO zAZj(F$;Qt!0uK;Kx_elWK;R=(576Dj&HtVTq;GL~pO_6gQI8FvZ9r!%0fBQ7M;!sU zxT=rt8&UT!FH{TqU)tc`k{(^x2?5)NXkUuRj}CVErVkq+AA>wD z-g(+QCBKPR9UR)e75B8kAQ`$tMG-~rD^`k=jgFHeF4nd4s0O_UrIVoch*bTw>p70d z_W_;jd4DYpN{I8ri`&`g;#m7G>p?mtV7%E=ArlN#Ca3=nF1g`}({}%{KEMIOxvp>wkFI zqLjr%rje7=$Hgv{SP%o|P^pG=Hbk(jL}c*TwSl<=#H>H^K_0JA(@dWVLNI>c11*wW!iF;WqZ@C4oAUsMyZ`ft)03$`r!;2$`~ZmiASjT zTaI{N#4yh_!{Qg8T(aH_ogA3$&lKijK=z9@x{y^ua1}g2Qcpt1=#)_s( z3YSAZaFM-A|7Gmm4lmVP)V#cUL&G^+WJ>{5(d$cmG0dPy{qPeXB4Jp9^rIACJg;f8 zHg-AVU3~AH2RHIrT)a%5^C_A|nCQX@O-L4;m9Z;vY#u2M>&`0vIB7 zjbLjO2BqJYScOG7ao%tS%lz2tc~B!RE6P2Y*%0X4whnNw>$~rPKv!LilEYVa1KFcz5YV?`~CSblx6pBh>JP|kbKo{T(4xe;1 zx|Yo(e5zDiYZ<*?7I8EPo!=5sWrUs;BF6#axU{sJ<@4nF{)P*f@fZ9`Kl>OxvOeF# z`G(iM8eKnm*tk)PmTn<{ezt^a@P5d4cFIaAmR&l3#Y(6BF+vK4bT^dn->VT_t$Gy0 zQC(4M=f|a7$|Z+xeW`%aXAqzark^fShL-T1X5Sa==f%X2D%7rC-9%2@PR|NDmySmF zpJ2;OE71O`-FhTQ9rH!0N_o+C*EtCk<&qlxJp|>_GMvP4%=so#(C7!54evDnvtBaP zdWGp^Am1M<#TlD3l-8rcgEl7ngs-0@^S=J6Ankb2_S|Naoo{yX-~TA)owmP^kRQ03 zJ(TZfvQp7lXmv45JZ`zb^O2rNSg@=AY7ZGFSBV$&ET{A4v;QxysG44uu5A?hIUT}j43E8%o*@)#dmyd0y#$C zu=V?pYx1&?f_4n3Ew!)jgaeJ{YCyRkLZd2A|7Kc34Q*{BySon)qduov-EKyQ!Kf91 z%~Qu&dCCUM%>Y4)pX#~;`dRH;H^qw2Yy`BoLSJw5c;fY}^YdC|s9W1ChN))h>)Wts zNV?d1G?*FcmOezda2LDRM!nJao!dbgG6}DQozhwJ?17bDPHf^270|plzIzzxMBHin z<|prI_nji;<-_ROuOC0(#G|l$G~gY*4-)BJwMMZ+bIH*6h_yt6#>(@~m|iqdW~*(C zTWb6AKPpiAQBv;MdfQ{bNmiNnjKG1b$X4Mfy^^nHw_P4T|87gaBs6H2qjyEjw)n!s z`r1a?t!m``x{Z75hMD|cGA!qL6-`>Gh->ZakxEcN;&vUxF#*ElPOgS`?*_fd>B}@W*k%!3g{N3ke)|tM#2%Q*~qn zZh(q=z_Ei>M5;&xu79GlDow4?sO>JFF~ua%eS6;YEr}@*n6(4vQ*S7+oU^m4 z6yA&SF*;jcgszzvJ;H^Jyn@12PAKA%J`p2}H;x)nmgannEG_t;nz;#1Av?N0K>unH zD?KEPrJl$aO?xt~rZ^1V8SrOwp#Vf+j^bxJ8kL&(Q)`q{(s|4$E7Jj@&q|g?I#`T+ zkEI^(dx+G+z^j3}Ql$vaX_qeLR0O4o7!5++YiJN2o+RkyLHFoKX$|!3#KskEyb!@m zi)M>b#SAXr{Xq;n5FQ>0+ECbj!gcVTbRFRod}LE$@eSXT>dFFB+ySi-z^AE82>^a^ z3kdMm2m0V&>0BX*$y~%}tMF`zS%`Ni)ou8}|C*=ReXU^r1^{!b z0};4TGOePSo^++2(|!?Z$3#h(^O5QoA2W?RRo&>>2cE80@M787Lzk7XeSG+t{I;1V zYnVZ)N*I^Xy>Q?Na@B!|Tq)pn);OBj;&?iz`A8p0rQY11lED*^hUGRZA`uFS;kdA51`4@1-sj2S=?_`vRja>^^U_QvpC|oT9$lI* z1BJt{{*iO%r@GLE>&6EH<0C=)+(*AW7=)to~1dJBUbl zX65`6Iy*$*ke~}W11H9X%a7qjFhzAyXMK?(1Bo5(cCjIeIlUZ$`TSx($VPb11M`*5 zrvb*IcOT7zl~UAJ7Fjwil=Y8kK1xr`UqJaMAGsQunk3oNOfR~+vLtw+g|=#K26d~a zH1zm!b7@M9oA(wvyZ`uP$|jmP<&G}U=#h)su8!^`O&+KlY7@4NCQOib${R z)8kj-jf`FG`IsrU7Z2bnhUJ~;&2wEAQQGvRajsSB3q1i|z~LI|_r9~q=%T_Y_GcQCR)wu}C_$;t+wj|brN1xlA!4@`kQoQ{uu z?jBY?e1qjw@XdB~|Nc>Ndf|#}+O&M#=r3Nm&FpN}F++Hdq1@=&=ff0ebg6(6f$sNq zeA3s^V85}6#fdCS99cMzZ8!aSUslR8 zViE)BoVbQmAd6oAD^VPuM99x)L+a5x+N7=_Jr_{tSPqLSD0nFc@zSUijCQu~{Mtib z0kbIf)90Y)k@GDWP+8SSIIjA_m;+_RJHR<4~Dr zk_md6xB;1`NPWH<>lq4jlCE~Bk7GG(I~wmen`h>|3_8UBwR#YrKKM_S z9LLlu2U{2AvOHiFWW}&A+@LhPJfC4|FKH{*u1(QWcRnA~YT&+OvODolD|rb|YktCf zW1~)h3GG4}y0Js$lyM?s5Cn`A3GsX0fIe0Hp59f(s-T0K_;(6t*x|a!3a$)y#HbVU zz=w(#3|Wmdb(f@cCP(bZ4Atv#(w;y5K*@ygaXiEyGdnE6G> z)Uo^KeP(yHYzAzrLnCC-Ia;pC_UgWPToS>JTUaSf%yR+}k4SSV#btF#JZ0q%urpB9 zTwFV@hww}+@P3`+yAsQ={BzM$HUR;YZt&({SR;cRl$ddkjPDkm#`A>7K%*auh+IYE z2vsE|@R?2?w|=eo?Y0`UzBd#>kO~PQrQqd~7&3VNlU#$sEI)lYyXs2)10w!?OQ zY}=?HYpo_?;1&>vEfz(gOW>0Zfm8)Vll8BODg3J;avA^nB}R-d?ErXxnPjWuvi%9~ zK|2g(!NbrJz0W{oU{6aK_2k3(LTcmbr(>q+od6@LqeQOxiOgqOCeoLUm322OzAxIs zmn78wyCS(a65|RrR%kDu)^-ZMg!#YCc94`nM1zbzfri@CE$9acRLa*7M0&`)QG`ueRs1^(k`>y8{ z8PN{m6LAZ&s5#zf6(t+r$|CM1Va}bZXg^uNk|qpj`thV$h=>^tXio6uNLe? zB@#zy1w>2Rm~BMcjg@-wTf|_T3fDsnl~w7LdZ2~bF3Z_f-80J{ynz2gkGU!6ceXfg zy|I|!w4>`mbiB?Zb2NGOoOEGDRT_~v66|AvPu*2_eN?m)9A;pw5SGzTtjj4br)cnf z;%U;=-%G+u-(1D3592+l0%5RRCDdyF-Xt*cgv@0J4qXH;$tO6vTzwRSq!ACed@!Z% z8q*&2W870Q-LBxu;L)*yCl#dVHf{=AxSs30_FzpaW@8_pD)VsK9@tpEdJMB^Fk<)m zlV!^9Lk0ZT4J3pMokNTh(c%wdg907Sx#ui+d&kppY88yH9iZUmnz|*mF6U_W-O$~B zmQPQhcjN+;OK-NIAQC3Tqp&jM?=s|-et!-E_>X(!aq(1&OAbDskFi#Ve>>Y@NNDj$ ztBzihKhQ06o%-0-()aVv+1G6?M9rMsFOzc(zXE_5z3lXy_#b7ehvGXl+J_xX*0l>; z(?3@gzALuTd84+Ptr@*l>FT__7zAy#p8I(QxnJ+08}R)9b#E?Ht)th5^!-x|@_je# zw@KeA?&uLGIeT!pNfg>j=(X5>V;??%{dt4^M8@!La4l=U%8z9#EwAwa>=`GW`s+4BH;Jl^U{ShFT_O!ihC zNY-T(V_GyCqDxVvgaWn@mfQ|jEP$zEr1n2gaa!G5N!IpQCF?Z$h_>1}_xjnKPJW89 zwgs=SwN<6wOYv4w#r+LqH6?h0r&hv_!E1HmC*MSvFUwbFyNyHZ*by0Yng`PM2d&T# z+XN7ue*jFNT(R0LL<7f9?)5f;91Saydqe{Th?_(Hyh>x^9^hjZectaSIq!$p8M@V4 zm<{0_=E&(X(jAow$QV9*_L|T`{bn?km{vmPvJ(wB+l!CQ+um>2Mz1Sc2Yswhw&u4e zBQU4;$SlVtvx_>>F+K?oITSR3bJ$s2x;s7cJEImx-22L)F3{sV3Bt4;n_7atPksO1 zCp}{)r)P)?eq&Yi=KZ_gR>(@UllZ%lG=&D_smrouVFzyimuINdm6xfWi@J>O)sH$t zm@qO@v6eay6O@5hGw8}O)F->ECD?+3{W|W}`a#soVcY84Ed%g=b|sWR>VBr*8-IJw z@Y3XF-m`!>@*^QU$yhUM9IJ?&a@rTRLX|6ZF(hVKY(#QWn zXj$C{?J)>Y2!?g|=+DS%OP_3ccxv+gs-b`KB33eqJ}#O9zHadpOuGiK+FMM$jxl@xd%q zoPNIX+${-r{1cISPGfIkdWpyB&uje^ig{m(d0os;Iz|i$CU7zN)>@isM5vwmucLlS z_y50@O_^d~+gpr@q(*NkiXmMaExANy3=e&3OC;dNEy`H^hJ8|c`=C>9e>6b-%I7RG zOE32b{S^(x!524Z@MHd#;E3aJ(#&=C<4)TEm)~|37D4ouCW;}=q3=aZ*lrUj#=iCF z2snJki>RqnnV3GTk$xd)87^HxWzqOq-wnir7ek>%4~mPNcCH**N9i|#>}VB zvHlmc5>f_+`vNa?MZ@sGUHT;%TqB#PpGhme--R|UGe&LDH?2^lQUGNQ(;4>!x7-O@ z9Ki(*+^0|1P?)d24#$WIx9E_C%_P|=l0I0}Pcf1yW7O5lj^_r1*{ICK39UT5lP-M+ z{PJH(+`9h`lu>(oeJtNq9{3h*qRaJ1Dvx5IxpO(3VsI@k&9LAdY<>#*`l(Qnp7zV_ z-7uP9?{Y^?pOt0FEBLkZtR!F8jKl2}T?wsts%3)p;3(w=-9VKp!=tpE06cq7yzgxv7lK<6yH$^0zi(x@h7tjnS7Jg zjvYDIG?3*uaZg|0b6^1+aIB z)G4|M7W_8uE+a%BpbGG zv&cAF)BWqH4Q}5k5O50Z+wLrSq~i?9)6)7;ys#3Jm8zghn=WXfFIv$D9p9zOr@g8# zv*Xm=Cl_TxC+bMYzUgGX)O6-y=*Uvom@op`V+>+q&V3+BA=#QwIx zEMN9W8EWzlzGz+b2ac47Yn4qf?Vx~z=gG*OkjQz}(?Wg4ue0DU4a`uj5_s7TMfTf6 z#dF<-K{Sap&-2g=G?%_s7H0l?8Rf6Ut$WW|hViWw8^8D72K)eq1`r9xgwJ>H&13Rb zcQ}nLn+p2GNB@=$r3ShW0QV0LC*)?b()#TL2M2rtP=~_j1uDhI(FT7G`24SdGFv9S ze$l!^6`-^)XBhg{@LATzt=IEQuhc4c;9!<6snnW}A6O_JKu2jh%ghe)V7 zmBlG2C?4HeM&FFGDDgfZUF2EZo^%Qn1$`XbUfqW?;Jz*oc>k>i3z5JMuvkQuc(5sv zejarrBsn+PW@0iyHACrRVIEwg=Wt>F_KS?Tzh#?5p1Z0 zyxpS?lOLsJUcVN(erNxEN%s2vtGr*3Kp}nDd-mbv|6CO*aNtESr)fa4b@2j`Gt|_h z%cvWtnOS4?gLtc^iLw}`DCGTe?K=W5-@fkYkEjMagw%>=G%)u`MGPf~5w!c$q6TEY zJqo=c{mVoJ6N5)dzueh;Q|bsmnPNM52iTtI6Y=!7#8Fv{V_pVvJ}_6PDOV^bYw-Ur z1X)^*<#91G()_Oea?UB}@SZq+Ba^UoglgzvlEGpZ%;K@5c>BTH@0}T_6Rk(@GoiCH z^v?WG-AGv+s$w4*6?L-m%paYhyMH1fl`RF<#QDevFh1xKyFKa(E?&yO477=&(K>~A z`}UCw-(jGsD&{2(zux)ArI-^h5Xt}ko)GnUJC7BrD-Uq7?>g_eJdJs}IkCBrV!XfI zQ8w-~SU!JlTzD%TY+)&@VBp8J?px&`@isw@sTrDxvo>iJ|5-BqZgOpkgKlfkc%p>7 zJi9}gWj6Q}=pE`}S!Vr?X~pVqBc~Hg%a6M~VHqp2c?6vGd+`R}Kj^o6+3iNvOmQ}r zlvXV3=WPqDs=SiJvc~1e;7!IREinl5nNF5TlXmZy1Z8ftzz@hl5lJg|7M+)Byed`a z6)3n40=HawNXtmNLLcu(7Dx2ITfD)orXEJd0(iGt4iU)$mbZK6?KME!7k+S65xTX5 zbnx~HbHtL>&aI`Ac%`>_8XP~;OSrqfuF73nd!QLS-al+!^9ewEhEx7y5D=8B(LZ{3 zSU6FZnYaDMHRJD-<=6l(yFH zHb!MY6{T1y_uKc4G*5LXlj9372agY(cw5K3WvvHvQaVW33yPqm{3aTg&11Fj*gQK%GcbBa;1_h z4I9_;px+c(5<4oLujLB_N@ZF=AG)rFk#C7kXmFp&tva{HgT z>XJ6JEoh9%?Mg4pc8WQzBYRd{V!A_)Xfg3__w+WlU*^zFc(UO{1wQ{$K}1Ez9y5WL zDHT_Hxb*JSxL+32YJ9Cn*nHeHT~Qv~dV(M+EB;@wWNB`0zHzqXrx+Vy5W#*|Oj@vo z5+F_1Rd>c_8)jx?neuv>KQ7|6DQr8ty98$MdRe_h8_>+os(Mp#3|eRn{w_d_pN*W~7k|x6&bXop4x3WppEY3Xa4&%nuC;8OL z|8uKmXgl3VV};~X4nE8Z+z>g(tyTjzqFF4!6G$EKW^~J(Ip_ZEqIKZtK_|>e$w9vj z(%1aIN(CPtE0q9eaI01)2GU+dxjYZ*lG#tfzmzf;H)m-*9OB{Iq5PzXJtACZ1pSo5 zo;#rzOScfMJ8kwq;t-78`sTEvThwwnoYTDg0@{rNChs`N_D9r>flos&fh(GSTF6T- zeTc05s!G+LhC^YdLW;k>3nu?cIKrbG5*Qe>rP)nuTm)i0As<LvyQL?ehxmkgdQXph<+M0z5}c2!5r!frCXOAjJBPvCMEpP{>%x zhLr2}>I)(;%y%P*QRJfPX^Q5(K4fGkihD>^n3SaaQfI@~gUL1-9HjRn$JVGcRWDT3zlza_TK6-#GFERu1Z_Xpis`mQ>ZM z;1@0#nR1@=DxK}(;TqW?O#u@*Zv`c@f|7oybo=%2j_Rj<=f2;PLnndFM(I>Ln|e=N zgsq$};r1hulu8t4wE4DBGowa+WK`&0o$x#?L`>rQIPWQeFhNQB&@2fPcn9Df8J1>o z{seI#mE>z*5~N;I*!o4R0;1}IyvOvgsLxpk5MF2d6gcIdaT&1K8QDu(af#<{U?btRJe;G$|EP0pzQN?)9mMgv8OPD zFZXcxPA?AJesrT0ndqC0+Zyy+q=tx6Cm_DK^KRESx$X^VP*}wH)$OR&D`~|hdfrY| zljnU79RvZl$z?1C&8~bVhpmkVFK>H)b}Sl9WH0d=0b}N0oZku4AsEU5A2i@4Ckxcu z+x*}GH_mE(qnC^DI_`Kh-+=!n<)d%6w>b0TnF(;wAI*C*0So7E8=r;EUot%gL( zHKp2uf5E+FVBpou_L`dO^Swgt)OAD~S;wD|#U^lOW5Ts&hy1NB^Xwjpd)I}KLT0O^ zi(9KNT>S)=D~b&RRYpQx)of^kEVR&3kT6IUXHNaBLj_J5EQLN>(fQ{@&N3`CHa!?t ziupZC`0-^ti-lm!S^!JVcH*#raGeKHq0iq=d(~wbMCRpsK> z4AnXf%k>C#D&vN(QQ z%|h%WIom`|V&d7#|MCw*ncq{tPamiY%jM6;LOs>iWu?_6nU=k^-&Rpu z7(N_GFZLDIV1&PzG1jdxz%7!h5Q|@@6xVpinZrisy83#7MC!i+Z%FcRMQ)&K8qg?UVWcxFv>+pUK)JPbusms=}dj!{Jo z&y2s8y!H`0aL_G~RFDDvj}vA3*EOv??zSWene1iX`mFWNGN`~Kt;aa_Bnf$k^)vym zL@Dv?3P&GBRb4UfY+qLjc-}VHMkeaM424@Zd~DktV(1o{Wj(Bq*qLE>fPEK}itp%o ze&JVE6wEugQ*rR+;@Odg&tFM*AF^3>biX;5Yn}So`w`ta0Vp4u5pqS< z@W)?h>l+3p{zG#7o@fCQI~$s)KSWp&_tf0x`t{PsT zENy9H+85D}w;w(foSvF*OVuWMe2)sXaWkRtC!9BC1~(b=1Ndam++Td)He{uPR@|+B z--)%S3T8dbv%PcK1M2xL4a(6SmD}FJEeWpn(l6BiyxON*Z;;DY`0nM)!AwirO_izq z+s4%ECgz`(Mr8mmeh9UpUd)n4h^q%j)%+NpT-Q2uG`)EtrQgT7xwrMRX_8rYLJO8x z+p~;<#G*Pe>>qk)C0K0JeyCnu8kLNNrVMOI`7Z!I&aAffc}hPf6AmSs78Ihy-b(Ru zj8XTJTIlIGREa2mcK0U^Y)v7PiAS`Y0x5ez-*fWR*6=gubP!!SWzaBG4lE~`nN6X? zx4^+ldUM#)-diK|D=SZC`vsc$koe2eUVA6sR2FWHFF}5Y=ZS%9@0bv;{D2X)CgHmn zNF7|w1X>^1Ss6&JhJ12)HqaLy$t`*OTq!^jSzVDsKRNTb+$G+trQPr4zl&VFZ3?x+ z%_^?Ez|He1MJFU7kBHr}jR+iEfAN$bny51#<5r<9@w9TgOtCy49^BA1+MS=T+OOypQ{2b7_S zP*X1_+Xvc4j{5?>3cdd`rTFln(goXpK)|*Svl*nc0(g`jhHpmUo?pqw3*s z6N@rBqGo+E7({}<3(w9nFX~da{u88H|Dfy+-}8`Oa5akLIV^Icj@xX)Mso6}?9;EjK*zhgNbK+d5Co(HnYn_Wwth zEqD~wN1yO~r=3kTF=J<4JbO-FUJuStfl~?dKgf`F&J?ASs*>t#M6pR)m~tQ|Bq%R8 z;Lx+{h5Y({zD*=+)j6^xw+vqS+wii;y?Q4a^0y-NGQ}pvhtw@EdF-qXO*gk{o99_h z*O&=A5gYPT8I^(f3#+=rZGz~s|D8kj_K;FnB@9K2r=UDe$t+v9<1^zQv0n)5o#@(= zq`FklK$Eu3E0sxJ{B<3AS!=Gj*i|yMsOBG9?u+lDYrD_UjR2?kmJHOJbY8nx*%l(X zMwbZV?vCc0aE%ewQB=R%t$o8Ve_Z* z0&%6BR3nNIo9XndxD^U_b;LdNt?SzHh5+@?aau+EdrI#Jv?iebmBp-*i={4g>d)qy z4)zL$Q$0xMWIw;Yu{~>JK1DRPyTe#w{Uvjfix+ND{aT$A&aR0cVC|^e3qpF$2@@g~ z3J)ZzOsP;4Xd`3<=*=|R-O$1FLrTKcJs2bWhclC*ciKa2IZ6`SjG`lP4hQ!Fn@nTK zDzl0$mFNuC(Tp39zbE&@tbnp2&72_x;gtX7u#LO>bLahiT;NMqUm0av*AGAEn{%O> z%>t&aG@F9`sZGJ7!~#{dm<)LNTQcdykTVTr7~XAYr886G2kiM4owh8bbT?8``^xz@ z|8o%SfDofUc?bD6$y;K3;=Pv-NokFoWLggPf_oIu;$REx#=n8)UaRWXR@@EzSYsI6 zmTOoK*bnD67~09`6Ekz@Ilr#}K=_$3urh$(=jTndT-gs88~gWAp= zp>robv!~-abpHN+5-<)}Ey^90-nsVt#c#t^ed;^V3YfgYruO<%jKZ_EoPZlWw6j>By9B?7Umq|ELsY!p+oW{;D9 z?l<@5Rox=nY(%^PJ$K7rJV=h36M)_m!ES*R#OChM89B!&2+GLs49GSQk|B>We)iUQxt1!w;+-(@>@kbOE4OdVMwg0HPzGkGFDTEyKdYhqeQ=kb!ra7E+B0i3A` z5@sV(LSl69cnbZGi!p9(I0S!fnAX=Q?&{rLhxAKPXJ(38p`x^$u?bkGs?gtj8h;ks zx|h~9JgDIJ$sDZX4Gse|j=_rPj~DUxVI{(t?Ye16lf}1}?6Ou#7T1L9fTNf+&8Wss zWYv!)H?@%Pxuz@K9J5)>{PryE6#Ti>$vFa?0bmsm*eT*so)WjnE+3!7dMo7rnD{AS zQQc-_D%u&>KfqUdv?izEXJ5ll9GjW>Dd^o7o%(E@)>N-{0xmlCrQeFcpAQxqpT!zq zx!$m5e`>BXo4aEa(>wpbAT)UvfxWv9IEK-AvMST-2cj6L8m?U|raVmnpB?oETj*0_ z-N|vtQhOP?LMAE6e+}|;%sy0&8+nfK_{E@5 zHeb1ONM!d@FXmy`MgugMHCW=aVbr?5^z;jYHy*#T&>CDXcWal1r>G-qqFj?0AF^7{_e|`fDE*Q1|KlzV4}(W$6Q* zxV;4`(%Ym^F^BrQm_i$V%zStY|I%!eHDBk}fsC}QqQ&ptAgJIZ1{C^rV#;vh-7){^O9s0oa=)5t=|MBjclgGr zo+G-85i^6L^Y^~uEb)`;P78K~4M4G_CG{c!T=EWPQdC5{S^jLhvPy+Xv{T!-Vh*!V z^uCFUk)B7|cI1&KZ-gD6OW=|}=2}L9wt~Khf6)^+j(EeU58`iz zIH>nHXO_7$v7acL{!2jC9txPX67GY?=g)B+-s^z`svOo{M7{!n>`W)|qq65l^_pM3 zh#hCQ-C7&VPNe$nEru~4VrDrb;8r^_`pNks1rFr5)A-$&d-eeqMvt}~qK)z8s#Ld; zhfUWu-wgXCXcB8u9WK!b_p6}Vo{hr*eq29Gk2;Q!wtsSH`Q$w4z^{`%%+>$XxiAYp zA3#m_d@C1zE*c%PYvLF?qKZ@VpXTois0+W4YJ0OIBOoIkFxBE?^Z99VTs0;1-yQ7F z;;eAacK*<92JlgS#%S9~SJ@!og6Km}YFE<>$CJ1{l^Tym+Tc`Ge-`HU7Sq<92+8es z65Zq@Z#o#CmA@6)^ds!3`+|*V`ccS943NCC|+!Q1L#ta4hsgwxD$0jMM1k1 zB;#bRs34w(3*B8gmCzNc35L3FJrWfCB931ltPwM|Mr8~$QAF10-?ke`ytf=mUaO}n zvc8BL%04)Gyb<{sZ8fEE2PH0dSAVy-1SR*X_E_sq4LR|;#r>OL;r&lLYYhTj1eiMb zqpB`|f$^(zky27%^mh@T;k`mWuiBHBUP`8&j!2j=-4&pMPRm*|6GdHYJ-G~FAj zR7|e-vh(-__2q{0XIXR~Kg5#*H!NAwdLO&qnU|UIh7{<3urv~aZHqDw zOmV8E;_dvf+WI{g^)yAd-LZ0i2U>mkx5;`>%sAuSopAD$(>U80Pd2Hq1t9eGaL`UY z^QK0rudzI>3UQM`IN_|;?J-FNaFQXZcb-!n_GDN2HJWM-7f#DHT5zU6SCzLR4ttTe z{P=DS_W$KpQ~8HK?3J77`nwKL?Bbn*2b0~F{8Yp38dTW~Abl~<$XPXyLfO;Kx%ym% z4>f#R7za1^ejSYq*42vWpMoCgeFzU@EnWqJUIzb7FI!g~?I;gkTKH@zIJw%{n_TQ2 zHv|0Car+u&V*%OBf^?!rwm9gVcjA^fVOWn_;hYC?6B{{87fkb?S5S&6(G_VCYL(x< z>&00!=vybs>`W{M0&3b~OEm7z5TY6$^*IqjiOEv8;v@g=jK9X>|GSEi0_R1MmZ{%^ zBYs%X&A(6FY&}Ep3;m92@=rW_)bNl$KS;GzSM<(D=oV;`?hSH@$!eZZgl0FmV+Fi* zsaK6+ous{<-1ow zl}*~g7Oi3Gd0}~pCEUUB{+5m=KnK3Ayq6{1mv*;8--|x`0Mm*v$2yE2}mWm z6!&B<3cK@|{l$A8ZT1(yarsZS>$#K#{r`3-9PO1f3JURqnEjXG4IF|$$ zRhPY;KN}q^`(ge_S5{drIEgEP5V<9nn?R9*+V|IZ)vhw|!6MWqP5nu#pLQ$n|3Q=CWd%-EqFcWTbSsX~l~-fQc>JaLKKY+F2K zni1X&QEr9g(9>oY%|u<)e5eTVx1G$alU7I7hKY$MB~v)?zt(@UPgE&NTooP_8T$Es zCGOp2$z!{^wjK9E4|5>MbbF@-#`28-J$<_OUvlm8Fox=4vY)4eV>PjA3Or3PEBYy3 zg^!%rBfa?Q&R3@dSHZr)4aLuHVZK5>%KTyBDupFyd+`ze1IJ+)dvmi=$q;1k|R!=~AIK7VF99Q#)Fc$o1*d*Q)mqPu_8 z>kG*i_YmH}glnIJEnoNGEqBMUudmJCDFI#!?N7{ze`-)U;b9m$9xWw$LVpZ))d4SX86fcX>A-i}X|yYpVD#`XgKwBN)risyP=qUg>J-_i{BW8Za(BiWnPv}@6ieeN9e=4?!V z=HOvB`8KY~;fX6Y;XTJ9Q~hM28wpsMt0 zyXn{O^S-?VyuEbmY0&Z8L~x{VA`#JVB;w7T$8I-_Be?v;r+(J(t8+yvpk)tbK(zci z=5#-&!sg^>HV=O2aZ8^`JPCK-dfc-QLo4uibx)fE8~4mY=r7AGICZkuUsu!i_>uf& z<0|C;K1{1E#uJkyA$^3&=IW#|jeA0`hdHAb?f!)ck~Z zfyj4XBpQ8J3A6;aQ4`3!_6BNC4jx|4*a^>&8dk;Z&GYNwZxJ9)8OL3!Af^K!{FbS= z^kq5mAFK@}N)c$Nk56b{wPkQ%eG64Il8%d8j6(Tow^$$lxGUOAs}kvKqN8*pIIk9$ zDzl6TUdv&3%*Imz*L3sq3%jJ@y+Se#JOKT|FF;Jju}lpicG`@&EtTI)UU-UHIeh!w*0 zH?B}U>3kX{jogyIn${2D5T6GD`j*C{+6Kvik%qcc=*rL8)M#VoUv*MG|`)HgG-*h}u}>%ZF>KSs?T?DQ@UyYvg(F3}qkZ}0|JPbm0va>#;1a(DAT-Qn8;C-kj!cHMp>hiF^0O&o=P&g6@-Bg$m_N#vc>9 zW!{ftsdyo!y|fMn7(UuH!B_?F4?`$vBp4v3RzuiV?+hn=7#AkN=OZ$qTF5<;#1R{)cP% z9ctzHG}%urhTP$VFu#&%Q6j-<1{O~1id190Xo7U3wwwy4*84VDu^}l+%tdpq<$kYm zEii}w%qd=R2~^EjR2|e(e9F0<^G*~wD*0fv)~CD}2=f+{Rh(jGr?0L8UnCcaVO|IJ z93vQV^U6*XpZj}it)Il=&BK=2fGryZH54xYn(Ij*?)ii4eviQaJi6mIrFard1Cl0kjrL5~N|H(n{lLieFe$#NDXQN-7FI0Zw zVYj#%sz(x3SDs=k@eg1A=}*f|+kfIH9RUqK%t2sG0y1|V5#uUpkwMwFEX#z4gd~4U zGgJYKl@E5;ghU4pXo3e+!b3PK{aOn)9hX_>P29s(P0DfhIoRIB`r zlGVZ-H2ip5unRW}$iCV@uMi2VYngxVIQ9P@dqA@@@;Y$-k*Js+?$vg6M+dMN+SmD` z$rU9{@&;AI!%D?|=KeMQaBlMUSlt=+W z_Kb{=1NZ+t3%x7>Ww4?Waa6bstf&Fyw45ByboG;suUaQ+ojByZOn}$$vwvLgy=GN4 zHHj@PQaqC>8KZAM`w078y84Gw5+sbB(0;CI8f;MXiA8mVynngaqTYEqm9y+FLTdw4 z)DxVrxDw)o4wXARQYLn1{kv`wFHulxZJ8%DX;coE5_Kq_ZB($A-SGMJ!>1bE>&j{P zxiGm8<3t*vomX@K{ty0i$J20UZ_mco_R|h45-P?`TB=J zpP)d3$z)v}ZP~Tdw%*rIEArL8e-x2u-*$>gc9Mp_snB!mnGE>g z)bYDb88190O!>vZu}Wu%RUUnZqPKL(*fFa*`Sn+?ZORJ2t43Svsod z&C{be7&0zP3K)@#8O+_lO#ox&a zfQ>|D+=|pqS$F^iD;5bstjSc}K@c zzn>dvY%NA_c9F!>$VH!+x!k?sF^Rp+^6Mhz%wK|QfaZ&B^mmEyi$_}0azrY{9yL#= z)IZ(k+im(&nH-(?$VOmBI+pn~ByE7109I7z{NA=_^?>)rA>Q#cQe>mb$jnU7gPl(ObEtMWz`a);j}@hWD!Ey;irDl&OokIGX5d2WIA z$q71?y57*b{sc#Z;RGv7@K6c&!0Ak+9~MXLQt8(bQ(0L_UUfBNaiu?&CDjAJK7^kX z;*QqP0-FOzv9N$Jo}m}^pcJj(HENS+c^w?r%uPUMbr=}0TAe&LM2irsACHa42_n8>U7AP?hiA_&r$lwKs#(FA)JobksLA9FO^d zPj{VFxo>{TLx?AG8gMmjVvdf|3cj__h{|WZ%x5$Q{mqY*47n7|MK5kQGDT+n+bmdF z80>!fGV`;B+_3e6O2N!H^ie^D6k{+kUIu0K)lN;L!&xuB&&-)wS>=N=s%>-*WX!#=l4(PO(l8G&MeLQ@ zmLs_hDZk!Nayr4>ap5BpIu3>pr?&gU=!e5E#lFIAm*>~zf`SH)$c@{@U8GHMAQ4H^ zdWvQI=S{7nwO{63QgDsWqm-uh&EoHu>j{8+U54P3WD|2N&XnikQVI3b{?T(V+#Pv| zg)QeoAnD6KV8k|fuTn$5XbKFkZEspKY5jWWZBU!^iF%ggF|lNrhzNa>RrkqA*U=Lh z5n`f&EW$ekZ{Jg`@s6fn>-3UuP?O#8JXELj;^$uA^_$@X#afQC?>vJr z#GZbY5yES!)9Zd&<)s-E?kDnZM=@ScPmdkrFk!d9ZxCnvtnoW)`u2&sKd-6fGQ(Vr zYWz6QRLc#u+*h3y{lF#p4r{@CCw)sk}`# znXSBGgwO1IkM{(VTztb}3S5YXK6TnADC%-+Cn|(syrYixs-kG6%w|m1Y)8l~(}$15 zFXsqDrr}DEd{0?H+|kqXI3xGtuSdTuk0SPPn|x|!D~&I3^JFPTeEs31w6npQK|#_7 z2L}>N*d72zz8?ZXjlnTvK9KU-FSwo3T~kv!bNxf&7i)9sbNwcxuY`xIK)adyA$!<@ zO=-CSt?MSOlis?o`)F{&F(c@bkaVzOp~F}1$hzDR@@5tO&B){I~!oSx8<8Fbm){kNvOt3zd!iig2fQtYymIIqEv3$;=nIj454A_R( zBEY#@P|!Az?@43vw~l8X?_9n_bUj^~TvsixuoBnR!k3?13f@dnJvIS&QrlT#hk2Q! zKYx4a=O=OOj~Uua1))+6I|LGq%zN7nS~fB=7<5YGuHpkOcS-^fZLqlQfOhN^+yW6Y z-@?hpb|NF#RK4?zlh{1mM_!aRXDRrFGjdU4?6?Dfru|+At;8W@B2R5d+Y!*t0npVz z=aGHq8R)2$7Lj^BNBcprUl4ZXoZUG`Z?7QVsv58hNv; z+Y16z%Y?a#U)prO0Ka2utoB9~S_G!#g0|fgM>ke}-ao2d4$8XGT$j%R!;ex1bs&5XC_uWY+^FVFE`BUwI*kf_FO{BXaTb@#+xA*#^kA%g#o zV4c);_qxDPzF$C(Q;(+ZtfNSn_7kp={O_4tK1exxyT5&ZNoiS` z2~-4o;f_r)Y+rjYGB$RSPZ9FjuVc@QG5W1ER6$`Q-jIhswfnF1H9C{Qz7;{`G(y8- zQfK1$IDIn+bRk$hyF3B+xzWD|a{V7-HqoJnRV`-{*qqis{r4lcKT>=-rJxiBe%faf zn9xNMX%`P4Y5D>n$J7@?hEDZ5Ug3}4*dn`0bR2t-1JvJw518ak!4LZX2@h~w7Ge6f ze~@fhi_^D}&!&Pi{q^Z798cP?ekd;0wE>nq^|dV_p$GV zYS#Sqax0)!`|?8~a-Als^(})n*KwQOzDAQ;kt#V&*1=9o(@Zzv5k^}xSMIi?Lbr|4 zS9{C9hpLgBY$o5Uswg0yxWv5w_GpyC2OM{lKDx#X-ULE7{nMoJ?R5(55k&xc0R~<* zst0N)C>;9pUd`TWL5;>ud(&ozLx!lPeqOJ@a~@~&;|gX3{#)txbac&)QFS$6#vUSj zK$74?d%6{cql%41xr>K#IJSmi?=-F*AuSxmnkEr#t_>1f#=~WN|WanW+4G z9^4Q8d|TA0sHhU9HNfBpF@4CUN{KUjECM?4&g+Jc6*r`g!=?pQO1+Ea$R0Z#)B?FK zjSp-QWHEHcq&0P2BcXqzWt8nlxs7|aaTcotrB0w?06VUkR?x^w--)qR0nRZ$PJU+V zrPKyhaO-9$*)?aRis_T|SiwsGTqDW1S%O?p(k+oJfq#o_f{#A3ZkWLXX={vP$3qT* zP02>ZfVH}{A1}q z=N2(+LV&1`YPN2G($?vf6hCcCYqzM$)l&U&#X{{1IBXn*q`rz9>Ig!dlz=Wvf>%i`R-mB=PzPscf|N2D+0zjb zCMmB^?8@<$v8y*R{H*aZW=rDqY+CE)feBqNz^*TRuF&}#88@-O;`Sbbe}?>5-#F|- z(ro-%s^twkZNjyMWXt`A#^AEelqu&_NmM2LQoz{61ebTo)ozImdWVi~%u8+CZ4gxa z&c(2umw@lOY-Y@653YE1V-3o6yOg6-x;fS^*jNIh3F&}vww(rR*R&*)@BJDE&o^pG zkzPzrsLPYw4w(|onfHSp$blFhrgU6vGH~eYQYxL&tY!!+5ee3*1gS4y0SGdo5{d?Nv(z6WF0Q5Ln-Fdq+wj zshNYr^vio>{BS3NhTG=nl$vtArRH)E_J1+^7TsBu?etq>^oKhGU;VdT$xw_W4m9O# z;7`?}OJ9fi`LKyvO_FJA*y36kfB*s@TmY0x(%=*H#lia5T+9==KSa9H6mjGIF>8X? zZ15l$TGDIdPKjpr+DQ6l-|bvvFBk4#u4WgB-GX5lW#F@=BL6fs$B?XFLRLvgT5Vh; z*K%WkqE4?>L3uSwSb=CVqw6PR{a6xkDgx-Cz;sb8o?ZW8KoD$PX?O>p+kDzmu3`de zM8z_4sjpq!TDE(a9U2YhBNd}1p|Rcw{urBjk6@TLz4n?=3j0J#@TFO6Zl1dzBFN#h z`uZuofZ$<|aoL0X8?`oZ*sM$OG0V~jX5YOvYH`V^E=qPGH|0|@H2aaCiKH?R0}0)S z9HD}Pkv**7ovRuLhne;M=9R#GY2+)={`@?j$k(_g)_nm{!~HGZbZxJ1e~o!Hn$0g?|p0FDok?5eW=~TA$1YtAMEfPacK0zoPJ*UsIGqhv|p9a z#}WiQ&bQygFr%=I>D+74!otF`BnGm6`QtczNX9BNA0ZsQr2`) zI!`moldNZ%V^>3~NS-Ru%tfL~my(KVjMmA66=2w0>K=KGSfp`T{*Wiy@s16KMYgnf78`CDO0$19kpi6Ua|#xdPi%6e>b;)43w8iMm?Jb-xfYLj!_d4IXxg8eUbfRJ4 z6w}8FHOTJf{;pEB5L-v9@#Q|o!yQ(2VfV&tWX>d2U$i;P%Uo-JYT7$^$1jbXX_c_5#D9tC zlr?mk%IQ_8DekON3ac|ud}sNM4ikj-sX85m+f7~}IhB9*jYlC53HOaR>@)EF z@L<*_yi@+vw*sB zNj>2Br(s9*P39Yn8n$?6ZT$h~LXNr!C_Mg7yv*2hii*S0?2F_+T560er411roWe6o ztsDp40bTU#=keZBtLqh%8H)l-i1Y%eR>q80{X6)cl{?SQ94%SIu07w}G0`4X?T56q zw3WuCxP{c;n!3dJdDM4pLfsvd^k!gU zCNsasR???{Tq3uh(A?<#!x-pMBV5v{EOV_DJ9q+qXv8B4@dN=g7e(};<=>@D@yuxX%QUDN79 z=C$-(X@6})SA_?vhRgG|6m=D+z|GpQX9K$D@zf^$Mf1xHc{NY{~f zrJTkAnpcD89F&_6K}!^Lln z(a2s^{q%l%WAy!Eai>rW-d?H)opi3-Nu)j^;ZtA#vuWnY>2YA>Cilu4OktW}^!h}vjAdIH3(v*zyhM!$Z;9Yg6H)2u^m0dG z6xH?hy+=nvAOr$5oN)CgCIB@IZxeQF7a#9_6&v=8!^z35gL>G<$^ph^uQemw@LNgE z+gcaIC9Oa9+pD-bP%LQ=-w#{4Vvr}EMztm>fk*{cAHF{EJtf$MzSOl`dMPZdm z$U#`w^(DwytR*FuLU`ufi6{Z&ZD!Muiy_-)L6$nl)31C(D>*6WRJ|ow77M6O zVZ#?lqt!j@BN;Vk%aV@k!Uo1arosBe z@C6U4 z(Df+@H^#YQNemAd_dBggxDq->HsofS%meG|w{f3*7a9)!#W9vOua%w7zH)fjJLy#J zGf)ez{i3K!c;}0q-^J$(6F?*>aTL)s;jJ*$NOrcitbbnD(8RQxfAe)eI*QMnO@BfD zi6_1XJsd>cPnt+NOFc4b(Za##RJ?IJiq8!E?niKQdeS*?@e1HkjZ{@bGN}nk$)A1& zg$%#3X4eA#gpU$Z+nj|ScUBnJY*sg91t8e@He(bBSjergDQ8`~$ZmJwu?F_GO>WzI z#;a5&+P!kPENwf7>fFhB_Yd)%;Mm~&u8Cj7znyUzpMq^B&E4C0(Hse5@lUvFKjLky zkFK2F8HxM4+Zm&dczNqr3=M%*JLY6fXuZ|8?c#nKeUF-j$^B*Sha|R{ci!!FF_gF6 zY0NoX=5TT*m53`XF8;iCsx9r8)_5Trr%}e$XMWbD=D(eA^cERCHF+VNXVH=Z(U~y}X<7dca2~ zHz>A70wk#UEYkUe&f*Rv08rRFN z60Dh+2tun#(shLe<5S<6o)#Wbc-D_h08?04N9ee+OFqmU)qbLYT&$yE+#QrSUwHso;kbSYhVdR93La)8H#$py$ZULC&Z5KIiPpp_tU|RTOH0PzwZHR$S2*I zo4!Gw%Nb!8T_MBN{m)a9{9=-`iJZJD6o3_yU9TF$`v)%Xdr1#kKUXq*s`p=|@bGn9 z&E}_p>tB=3@%E?qGEJYi>762V=tO#6{Y-K2|MuRn-D}jrfg)UoAB`CG4B`E0IWaMx zv7Caad9XM$6ugMv@70kdu=rg2Vb`WzzMF9fRk=?J`oVr}rwFtaDN!AxrC?j!{C!&d$#D`^JEq$DAK+0O+I` z+FXRkALBd;^50!5o76Rt{U2ZN+R# z(&Cu%fBEGXc$#{{Z3dko#sEp8^4!L?bpQ-Wh}iHdNDuN1TPsL1wHeI7ZSSmDS?C|QQvW)u^@AAp#em?r=HNnTAR32u{xt2-} zlUT|Vod+?G-CvQFT1>hIM3oSM39V}7tVPO-$bP4D$zh47P5N^V5Cg1z`y(-t%;hVZ81C+?4oKy`V zVg>K<(IMNwCR1i&Yge+cFJn!*n#;5dY<2{?Tb@VU&1LsrI=z^$@)Slt+&!88O~@nB zA}9d~>(ycQas7V^x5_uI6ud~ZCN88)>F3Zib>Sa2nkjB-CIyLon+rhKrT)$8F4+m;kKmO&a-2UgiY_p`{<5bh-b(r zE?$ZJ1s?NfF$51_2~Zu(!%0(8y#CaZ4ZHN8K^dh;ktZLy$B4{_xv}h-p_=VN5zbeZ zmFQ+1Ajy+e40VT?G`9sO;VXp-L95QD84GPYl0U;5s?$o>7ysZXW)_tyYINUt%0_uP z3vjmL`d2GWQ>I4@9g2WeW*+lgE;FZc2eQY4;d^S++X*)BMHN}bwN4=y`ld>7CR7ltfW^^*!ZdvHp31JORe40Z;JorN_Y- zLmb1)N9ob#a6LJtCmyF@*O{MhPDFBl*vnBv&KZf|fw$#y4L(HQ1jCU!rG($?q4PVZ z8b+XR`5`fcx01~Tn#7!(qKzbscZB{h1~56Zu)R;szx@mYykH9oKKDPQJpbkH zb|R%^xv%Em>w6-I(#C6Dq7x+bn|=_Oak+xgfWzamALq8_4!;Ywck8UCtP%5`4=jjJ zDE4RMKM3;3k}lI~9#DF_ZmDsO!G6!Mo_l&zq}Yhx1|7)zQ!FYT7J}llJ3786`sL+j zq@T7u$L)h^fAo?k_vyR|l2&Q4M>4AIHL<i^}nwBw^Uy0M>v%lLN zKf-~TTSt$5mSEZ#hSV*Ke(+Yw(6WtH8QtC&f!?(A3NBqQ$HV8n;4NPboqwV*H!?zo zx7{Cj=knBBOlxs1zTv^=T6;@JDCaERNdWEs{1v1zX8YkBEt&!RJA@30IBnQ}YO@tC zrPoVN=_PK_zwBcLI%BLpqvSSL`R3LB$6Xi4Nf?6G3t0>0yzHxdp$> z-lU~yv^dP@#$9vA2hs*h~#oa{H=)~8`+;qgyx-(XPDcmIV)ap&~VX=mR zf#GJ-;VZ@0!N|9-`y4BBi>2h6@;z0FJj_1)TFS(=hGhu!r`(5un8u_d)48&(k`rDH1RpI8i_B?y`qd-(w8#7ggnc49M7Lp3&#v@CZ{^Sakvo!899 zvwY+Fu~swJCT-!{`1%H}k6B(*Qeb%dU;O<2+RXQTQYptFsMcltXpyZ$OpEH6L)?_V z$LF!byU+U1Ti!i(v#FGAn=;8G<2R{yl7>Mt?UFmfQMzK2oxaqab7cKUDp7TvgBeJ%EBBAsx~o-QBH( zbVx{tba$5^0@BhA($Xajhdy+7cXv13eRzMqzkBa~`KRnNd*+!Z*0W}f4@-6q=o6MQ zBuEqQp00Hg3Alz&I@Y zel~u@o0(f~t=3`d>XJiBj*)Dxj1>xa_($=Yc;oH@)E0O5B$dP)`+B>lFlcyBTt3&V zXk|q2sV{t$hxybUmovh8K%>|~=xMZ8r4Nplzrn`GG^a3ciCal5VY)VFa*D_H;6g&Y z|I}f zfLKJLzbW?ER7)NvfVyMMhvnOfzdA!Db=43f>h#w!EBHE%F&-u$02cE)?~b06T8bWk zdhpGm)864gFY6#mIio0Ek=XK6zF%EMNscXpzwNUpi!<0|H`G_%hc3GYTlm_%)Et@4p zu0h)RM8#zHFU_&13(Iom+Z|<(TaCP@P{hLWU+scr9kgSt?v#HcVYMI=c_Or~v~G=H zK|Z@5xIG393cPslw0)S?Q;1{}x5#_6)MQtg#-_yBka{5C3hz|XJ{P2E9adN{5;W_z z8oysiP2SXD`}nLVE}qLsK$tk7A`bAA9p+PQJxh;>VHs@;D^Q|sS`GguAYcKk0ZFZY z^04083!MghmD8PVS;7B|AV#o>dcK&~QpbpvJPb>V4$~x1SDL5nt5e+~)ae=;PMN_;31z!v=Y3n&wfBY>m&t~FXhh$3_JqmCJnwF6S zrd8hoO(F431x(c7^2Y{MM>_m^-mg&&$6`*bzs(wovs^MT^iv*4n5z@AdK0=!y}hY6JTj^cb9-jWb5-F9Q9!8}4`-JLt8+@!1Y z=Xq`M%D-hwUfsVY96UTUFYvQqejTDh3R$FNZ@5hD^>uR?I1!vEg$vq^#qM>(-;Iq+ zH3I`$W(xxP1)&bqPVln_-qC+z4aaI7=v+ixmNofvjI_@OE1l6M?x5dcBl0mn07qV& z!nDsz94+Xl#-dzHLVAyLUn^GrsmG3}X#1GSw^kwE=TC#YvT0W+SX~rbrtKfe7QusK zJmZ&_W(>r(bNID(H}h|I^zy?bK=HcEh)MaqnKUC8)8-<=FARLj_sW`?iBw?C7c1#W z9ZFoCHZBrMl0RjvvcEQ|CEaF26RZN2{g7gPoUcjM4F5AMlT4N?_x*E{M_0sPa*B;B zjUWF~3J^J>q8NS8XO$xdD9Zoj=YRZA;pJNK_Kn25TGNFLGvqW`lB^M*AFCGv+m`8w zLANx+*!p6WvH8r+O4DX~a%ilnC!6IHG<`yiJwGP;R;U%0>|gYmbXU_| z9+K;9CIz+*pm`21V{ceukeJbjxiAKtSDm&ID(=qNac~or@w2@@Wo_y!lw1*0eXYCN zG6T#{JeMDcO3?OyF3svchJHR5N8}jDbxKMiHYrq99G{7BV2m_!)wSrIpBK!r74pFP zu)1yMmG%SCp8V`X=S09~k~by1qC-5DRhXCG76Q6Y zUCiRx+z3Y8f2QG}j=@e-t;=K4UyVNAW~zAY^}UnS^|g69f6(zA`o3vg7}f&%4k{(K z?pc&fVv@MKTt|FUFQ_{4S@>4BYv^st5#9wS$HBrt@+0|*R3=&LXN$z|8ja!~u368< z_16*#A7zV$+Pxjn&hmUky9w^k^~pM{HNn>l*bU0J)3{|5GKQtP{{;ns<;RP@8Yj>U zI#a~humky^c*_y6MaFTotuXk^h0Hmsx0a4jP8r@Hl>J^BP+y zcx!V#Y|lPwVpHdX&4v#1;=tu2lui4^&qqGy{Cj)EvE#J-=<4D~EQjq7)}fHiC8E&p zUa=>KZ)=wE(BKv<&I1cCOn1xfwB}?)69lfN3@q_0*Z@apJoB1XZc^jm;zFC>WK!51 zxJx^b#R6ty<6#|BEySYMMOM6sojR#`2U zHPc|{$)t>YKan;_b^2DnFM1r8`wGx_!?w4MPRahJ|7_Q<^*pYefmmFL>J&n4s(c0P z%Dk`tn@m0K#Lkl~3p)*CM^IvHw~z)=#VB@qPL?Y)ZoolDACgU)ux8ZT{e8!{(BC5s z|6Gkjx{I3JW=c6ZHxXfFkkL-e$j18pXI1Kt?{U}D<(B0GI7DNep#2DF+Vys18Rxn4 z&%KgH9xNQG&A0d#wY}?4Hohp#o=~cVW1aP@OaY>@$;Oqb`EAl#of{_jz}@20iscqr zB%OM|q!uM`4U}7ck^f)iPR;`m3*LNOO#Ltnd-S}usRZsijcs>n_W_lBb8-)@zr)p$ zk>g7@Cik+4&@mNsMhn!yvRS#^2yKZPqKC7@^H};$9<9GxoF}+~;q#uU8_St*r1aof z1r+STDdf?4#wqbkS92Dhr!Ny#$>Z)PNcP5<$NR++^}Vo4fhhd@bH8G27&le3O0F1~zvCd3QEw znXLz%N7b$Kj}F!GrZxxXT)i}AdCg$jR}+OM)}36wYwCM=f=pRHYGPz<)2|txI4Wk0 zXv>0Ee{X}()Tb5&zeof{JQmj0y=7&DINZpRhxcoJE3uZLtBS2Yy!pAngI%ayU1lJ5 zV(gA{MMa=1tvrw-k7ecZnF!+@cU$G+y<1~xPjxb1^QkPK*8NUZq_!;%DQJOq&X8%4 zg^RUiR*F`+6Vybiqzv)&;y>@$y)%3B%*hIV6Pu>pn0dUa($yKp)AAyB4s|u0r+qB7@Jq|=O{AIH}5pLL)7wUNw(z59Ura)eHvoEe`#yf40=eWMb>N|U%BGHtxK zr!T~&UJ7Oo-g5$dZj;vM`??dpZh$|$+&y;6W9#{SY}7wn7mf^nB{g*yv;xmw!laLIt=zWnZ&i8!&s-_b(I7&vtG$8Nfv z%Z)U<<#*J+FXWwe_a5hKjpwj+C^!$t8))psiCl~tvKTM&C;E;lyz%<8KYCYB5}4T! zTjDI4$A}s9jH%}w1`bLB#fvgHHpB*VQ}OuE9pO-$RbM>;hNc>GBEtZ$Jjz?tYyIpT zhaY*AX?*XQ2I?2c;?G(0Ffn$(^!VRQ9c(Mh+mg1Pdoxs?yQA35QvPyu_H9O2Md>OC z7l=m`He9((OWGC2=hUV?U5OFRzx=|q0x-9UIxZlSwxW$sa3j1+KbO<8@IZnbmsrIl3t{@H9}x@U`EXpM_;=u~P2a+2nHzUvVZqjM@wGrK+QA|6`(nA1ZOUjB5X&xGvX+Go_Q)iY7=aZHKq= zmUTM6?6L=ySHin23p~Iczc7z^Q3gXS*txfp(Q$V&G* z*;We%x)DwT@$?yN)y;{-Y)KP!gXz)Ot@mpKz7GCO}apCUH>e5P9ND<^4t!Mp@RZK{$t10AZ%mBU_&@ul5@+~_Y zp~W46NvpyATf@6!zDkZ*kc#;UD*UQ~Dlt#_CxZ06yQ{2Gi5oN9Hc^(jpkUoS4$S9f z33AgPoq0Y)PWrbiu`Bm;c8zWQ z0h9>t!=ddE{ZRC!Z<<{6GRxyl(MdB7u}8|Nzq%@ac&Zk=M7RrUeZ8ugyua%XXF(`D z9YNGupRnOj`ahS$VrLD=2C3@Qco1E3nVCx&0quNl+S?yOk5adj?tRY{jfoWE+OfRf zS7SNaVWAMO2Vj!6^p-ul^fesaoL<%x4?%iAclL^nqL;v0@K(hIjtY=|&OI(rp>6Uv zES~QV24uCG71Lk6ZAR{nQMv9)fljzThF2l?+}lH;N>OGCpoAxBYvojYa? zb>>VrY04ks_GpC5!#w0Q~H~Mzk&5K85#a7mXi_4P8HC?*Ok6Km=B7uW~BQ<(% za**bz*!d)yrIaUz2}uixOA1|0!!lRngc=g$?i)CXx;dQW_#7-PWiC&om(D?Q;GRGy zHt#%GHflWCOE!LGHxrO)gh~00oTd>IPe9$GbA!y53|BZ43dXs7rP)jIB$^gb!~7Td z`ej1m+gH`g`D~FXA znWcmkEhhQL#_=p23PltO|3vg6yA6Y$XGljGcm!r;%4=%x_pBmuLz$5ZJ;}4Mx!Q+V z){(prsc8%^FUyujhVXig6I!*9;ldV+eysL(BRmbOBX}V~DKNGCP#KvTZ#4_~XmEA+ zS@^{9S%>MUyIkc&UxBu^da-(bb}Kjj0LP(N5O*`CeEz2z`AnB}ZA69-OZUl*IzJJ{ zoFSO8wMgRs+g>!u>+0Wn{ATIHq0y!xa*?MX7@NHrM5`$>^gP7Xb=~AaevL_C_o#U< za`Do%*6bj}+`27<9q@(K!(PbVo0I5)#&X2RXUZ|A@EYc^Z~cxzM8rr%M=E0{U2<8f z>cy7;^mOxcN3yKJZ2$R$8aML1av0JK99lF#cIqxK^ALh%i*-)E$@^EZIBd-dza%F2yE$!73Qh8Cnp?>0$Npi6 zUtLVrB0y49A+2{P$T;wmb@^IWpK$=CR_|crSeW<^g~NV#N-gyf3#0Js|5~v}9V;+F z;tSt&RJw+k#|6$LMCUBnxomX!PsJ$ZIpjg#vX3Wi6m^=6%y=6nTlO2y5?f-wyz{2_ zIPS0X?kI!$0S6?gm|0--YT4l0X{o;NxpPFABSF=M46s zMVB0a6LmW>W!X6|%Ioo%(V7DRgc3c9`fn5?ChE2=+y1`b$mnu&+o546%1*eyEN;%_ z*?Y@o+!zy;29n{-2Bgf9tZEtw#%s}aD@#G~93a)#V0y;bKjfs~aC5RO3pA%x%&qNO z{Ff;@MxiArX0^I*(-LfHSj1RqTH5K{nEDTe&HnTX(zi60{2z?WK=pNhJHzK$1mJwg z^9r?()(N*c_sHVgwT5B3ZSZM&!YHCU&*(>HcJA%c-=aC9y!MAGcle|b&v-<2_ z(MZ`gY6fCBC_cmRw~?&5U9U+(oHTi5TJJk-T#NK4xIy2IAgjjV??KJDMpX|2^-0z} zyuOBOl<5(%2YT2VjE!mddw(`3M<<%VJ62YO4p=ipmS_6efwGL)1P#t>-M8MTOh=kk znu*rac_Ve6S5bbkCZk^1M!I0!8@6=ooQWGw46}D`iP+zJm7)r>pGPP5Y#rMb?jK10 z0vx2Op%P7BwJ^(2lbrt?RA{2?;yD4XIq?HQsgXX6LH-%S&b?me@@nGQ;v>^ZCe!8b z>&D%uCVj2y6|E0^oi~$it9Nf!>%I9sLi&{9{1}5)WE9a2LSL$Df~6kNzt^~jAlkOj zU+Iwb1tU#G`_b2JRk6mK`H!_dAs>2F0+}Z8DB~ouu(0F`*ssIXHFGP;jr**X`)y?y zCkFZYAqCpP2~4Y3u3t*=aIqz3EH|iOIhG;uqSAzwgX=LW-lE<=ul3*Yzc9Ky3ehd} z=0$s*N>$I?3~66WI1!5#yujKU>N*@#(#<0@PO+g4#9M06gYjl>{A50b{<8k@8m*fv ztZYUqSC&s(v!Vf_A0h_~;kL_q*@ z3_2v>7z`3polCiFG>GH-U^2|f`k@AzaNW-Xjd_B6g!}R(X%l3*L7spEns`Pw$I75( zHGt7{iALFH>N7bt9%Z|A+vW9x)IKLmcycirZE`<-Y5iFNs+-zvrm+?M<}&@Q@A*!ls)Iq1BB!QArP z0&qAfeqwISgzuz4c;thR{_0A|-F#kZCtM9*0$6@YZcpRd!pz_}97f15LYjl(wmoMX z16%tu)mAo40W`ug?A#ywaLI{}jsHy!w5bWqDbJzf7BnJk7vKrL2-H*eGzf|GC&#kE z-B8=jwtrPop~R+l+*V~;8<%p4`~BDOt>{mmsY<7zyk9kH)36HSwGmvX)2fP&Es#d& z(>@k(=tGMei?x-uAs%htT4G zNKM{sKVtR&th^k_ce~P@_C|AX0lk(}2=bAha^!hJ&xx7m%dBfixn;M+v{YP#Scdd`_((+#8t<1YHA)Mjx07e-TlKfdg|Ck~bO^NnC zgl1&f-e#p+goghKyFg*Oy5dxH?gB_?)?+e1t+XaEl`Rdn8`x|;u$jqXROO+s+1HO} z0b$Uc9tmixxaF>`eM?A4@H?lOHsBkYxH%+^zRA`Ryr;kuy$pXGE1C(asy_7D=Beks zd_w*{^McEg`Ufx6h?qBXI6FEFGt9*S12*1!L%i{#bbS^O z=nG_`L=*F%} zCZDf9=h#;?3QOmWO1=qC1;TR6VJfFRyem)CK<=VVuwbi9?zd8U*wI(0O4{y@<=fht z?EuUl&VNg9=IV+wd*3yGbSg)};t_5AH@Ug+upgYBJEblbkX$l*fg=1l;HJ{-q?31e z*apl1`Tck9}L1Z6ib%8%jeCIGu-DPkS z9oqeYylMerZ{%)q@oImjk~EsM=+LQb)b|LOi!A{xw0h#b*K^W~ZHG&#dxo&qE2sV_ zHCb~Rx65!tWwyJb|G0_EM#=-Iy!3^y8cpKl+?s2pSs(a#xJ+YSpj@KCA6! zx&XQIQKACN4Z1n#ajPG$3RQtFYG-%GnF>#*YSK`11-_Z8AUTe(pxEdIM-mtiIeF7u zzi1l_jj+<1l-XfP)|-s&A~(*g@_tY-MEF$aW!}JQf#6?joEr zh+8HSO;98~T@oPaO&gr1yido%!c9(1DaiZh8GFO_A~eb6V)gznBn`Fh2k!QUHcx)m z3Z&2^El4tE9+gBYU?7%J84M(felq zkKGGFBp1Il8|IIbmB`9lhW}Psf4_zbO2Y?iPi?R4BZVZO@U@?vJAq$;+WuU(F1#}M zAyzZH{e(tu2H|6&DtT-ltMD`OS_<6#e2{GlcJ*`>uUj-|T*6TtvC4VqE_Xs^K4NTQ zyw$}H(l-=$6*5X_)jSk=fqx%q{B*5zPdJS7ocS}EW?QxF#-WCO{=?4DmxMIhF%1~% zWNO?+$z~8?kApo?urWhsH;*K9%3;dc4fYf;gE+I7NThv%LqS?K%Y!J{;^g&q^xg^(_*?PRi zN0pz7;Y#>B(qmZoGr*)OX~WvV|4y0Y!n?cyPXG5wxU+plQ>IidPU}k4$WEtLSPjmM z%Zyw}e87%}^A#yDIzZKQN5Kp+iLr7V_5uV=pmlBWKO5JguI4DR(qY;uH>$mc8g5J+ zQcH}v!mD}EU@a9V)SjD|j;cv8Q<%b}#jz&}YwuKq3zJP103<8kDD3y+Hb;)x)cpESEl{C)Nq3C_;VvN9MfBJ}#u4TShuR8_y;1JNXe9yo1Iv21 z-DfLIB{AIx{C%zE_uChDwDB^x-oniCC{FgK;oT)s)prtAarFWkBeJL~!7C@NriZ0+ ze|2Bdq$nM?c6{LVKXIp0HSj7r+zUoT3@u;=Lw5V2UQZM${AybWnksKhD#u6W*?#xV zmRzfwRi{7G$p*hzj_Y-;-V$ya?@|48K3tPhdEmMTdq5TWS%YJQ4CyX*I}k;tKXG?k zCuo^PYMGG)MA7lr-?YIL4=dK@&{XeusLRN>UV-qem@YUb21iIJ4l~C@KVn2PZi2d67kZ0*t0n*&|o|tw@z@T7W2_v0xl|)K?)T8DSE_N_fMT4`_=H* zzS6U+hBd1r;l1g`^+aKrymV@Kde8f;<-PffkHh(b>W4z3qra_a-#xF5-e6nXlDJV# zvEBynFiKw~h1W^9mMn83MXbV?sst}Wf;yYE6;IwsF)=43l%fBQSGd7Kcyq=xT6FMp zocB}jB;SN_5hI^Gd{WLA@6}W&3D&9f6yR6vbLMyWq05^ za`EeP4$mbigvpCBXH#SWZ~=#TzJ#KzDs`-OzCm48{xiWRCe&F!Jj@8)(4mnyvEBX8 z^+=ne(v>4}L$Gz0`QO_yAQeZmO3eAB!4qjLA+D zD3*I?FjAo;o#Up$eE;klB0rrDvWMtqDXCyo&^^xaKHez#N1(tV{BPO;DFSGNlh}Cu zx9{v-PvyNiIMnu7xlQ!{Lf!9+3F_7xL`dKr z_WG@*LxY1*tj_m!wMWTj@Sv#dnRlr5+(@+_N4iJQ`$u9?TvjQ6w7f#z5dIV-sa ziRBB@kM)NaGY%i{Xb$6f7X@-LA!h){$x~VR`THLq1)=ols+mRxVN>buQf4o%^gC~J zHbqf34NH-4S_6d4gon4bak1Q}YpD_(`{!skYBPUYw0jC4FMH`j;LB)%a7aL_Vo2ln zh!J)0D3}M?J-tJ96}#DKq3sM_{?v!Et|7Z{*IHnEb~to`ILYq4dNkOe8DmS}M>*g# z1sdWb`P&-SeC1GB;S6Z(J08E|bX2DW8+Z}wGPTg>y$-cXx+jvj>3j!6vKy~N9{QEJBJ#<~gPjwCQm}YV2`C;=1hQ1l+@h)83 z4Pv#=V{r8b$JEl{S<7OVQ{Wl|C2?bz@c&;pBAVFFBzu1g>(Jx6&dw?vDcCp3Y55Hn zh) zvQUpLi?({(mQr#d^xj`_?fu>+Cxt6rW{!j)5g_Q4U2RxQxv?vbwN#i72iwWDh#e20#KyjYv-j1M z2k_FHK>>s-hf7j^h7xFQUR~-D6dE;7USlN4f%iCr{GYyr` zPx9@#(RfbNEZqKY)Ep>rLz7gRXW%c#=l-RScCffIfs76G%Nxg?Yimk`KJ6deZb&I{ zqSW~*|KCujSpk(U;7wK0B=ZX1k10mPz|CGNVs>rnQYz;&N&>#&jb|?r>N+nSpxs5f zd^rN|I^y|+fqAXrR4+O>%ld;hp<8b?qLN>|s0K1P8;j2;xsDup`yu~fSJA`=n|-lR zhcDAFvy;4GC=U&rI?dOAkVYCiQwea}3=o6wu$rYrDA^9Sr zW1fEDYf}v*#Q6qQ{*RJ3e=q@$Vq!Y@e@FgaBML7=@y9TKC^*~=ID2`V8|oYECG?$> z`!DQenFT&Ow91t0NYUg2@^;O-aE9E2cDbKx4Ney}*6le*yVmScZjgznziMmm{r+$E z<8_#OwgwWRlgvGTPbc@V+9He?+j*|&82>IT<53oHNlV}$?R4jgYesKBTukU{7`^)- zyj|$9U1$8b@TG!mIQgOX&Wg|RR9MH2ff~|R-g*^NIHYBeZ*N@_9{Ttv{ZZ%z5b$Vk zuW@ZK@#E6yf#8#$x@k?9J?6{-B{LZ1)!)IoaqwGn1RAab7*{Mo&jv~~vnK%s z(QXS;PvP?NyI1cg5M7hNVKxlKdK;m?F}?&~SwXmKN#xU4-^%Y1jy3!Q9~8cahv}A+ z;Vz4v#J0+^av=F>%h}b-^n9k|Kh9scnM{ai{en~*u{KV2e~+q6T3+tV3%t4RmG5_m z2S}ptEM92958r|Lb_l<(0iA@Hrh2@YQG@l_C%Ya)zP%>#4tX2xk|XNj6=Uk!BM&P? zpy~u6u#{S?gW3b;OJ7Uvs<%K$qPISLNPK~7Yr|^w8R8n4c#o@tJA;kScOH{xEZ<;O%#Qem(@H8kewCFPvR--L1ZX6b0l4lGkh}35r7t{QY zm0gs<76b^ap!(tCXxPUT>)$>K4ho9Ur8{8>?%Tc`v(0>jimGJNv1lZL(PKiBBtV2k zK|A#Nh^6-G3z%5h*+t1K1y5!lybW!*1~S3==B^V@gPGPo_Qgp@o_M73@+J5O8$Vi7 zCA1}N#5itTk4nu2fk`6FgIJ$x%|wA>?8pxEZO{Yqbm8-RrXfy)(6ILrYs()wZl=54 z$3VDr0J|1=swBP^S+xPo)FR!gD|FrCN^Sjm37P30x(ikp8<<0jy+REL%#-?RFsgaQ zZpF~vOE=DMbLNsvRR(6NP~og#n$1^W_Wy5o0cow|O#S7jDUZhq@tt8+ z-s~&3k7J}{gVqumnKd;s?U?k7P-eQ6*S8O~n;^kI~_z+iAvDiB|!L(P257>LHeN0r2KoB4G< z@0HRCS5cxBNbvZ@IdK-Y3tlsyLtk~4H$?7-Vz(Domp{ss;WTzVF#emWtoEoE8DZWr?qyb_QAb}(ZAS45)c|d zj4mC)fh_jiQQ0w!uE3ei{K%tCAVs6l1u+ZQVH`H?uvXY@{F-AM+3}XlDwT3E)dWI5TrTuXAtX=A(S1d4nuXquc(A zn?>~bdj(|d9kNT@KkB`? z1e#n%I=_wT542>#MP6TF6qhblnL#kPUyF3?$;bd3rs@1*wDlQHN9C`9_*Qi2O>F5= zZp$_1PE7f?Hedf$9A;a_S#&H{Km3K^F|m2byvbWzG{BqHR4mkO=N$g`eGV?lHj~Ng z*#dgN7z*YlIW#PDmPHgKWm9mRNIt`#>f9POHY0N52E#n_NB-P5xB694{_sIKv%F;F zwcKf#h?AjGNaJJ ztKA;dV2t*=!sXKSWGAEXGr$D|O0U=6TkRrnSp_(G=bu+$$5@=dKQG&L($|iB@$Wk( z9qmL=8CH1vf?+L!KZB!23JSQNcyaMAdm30KKe{=kWtBbsU%uvFa}5wmZwjNZwC3-^ zpdt>~R?a>+387(}j#ReZ;gwlI{|d%sHT~(-r#@jqO0jM23sSE5^!Z45+ZxO30kyiI z)^@@O*iEVeujPqs=_S4Uqz}%9>IC>A!XZL7$|kRU5}nd-#MHbjHLGC_Je47g8`L^dLsKaHc3dHj2+yv%iSa#Ew z)tQJ73_%yr>@GrhnWQ7~<15YyzeT({Yp$X-1@$vRx*zJTy}OQB$ztl`5TZYP#B?LJ zx(j#VGdrfS$ho{C`qK(>Kw1Vgc;aH&a5iQEUPK_<6xP6JIta9@Z3>)16DNm;6mm9s zaQAWyY<3yoZNBU*?7DsjkFu=tD|T?3b9P8=3LFum#Ksp|&$RyG^SM0ja!et-qOJHF z!N2K{KnVo)TIFv!H+@k+iML>;6EzmFB1ye0q3a%6JC6k00(AVs0%N*Fd-`x;KJOzN)3B1CiRaC&$DP8O9y|zfDk^$JA z;PZ35l4W+sm~|SoDI6#u@Y)OUpj^1_-E|^ zYVz*$UX4xKnxke02KT29*uLKs8{7Tt)E`?y*i`pF7;_x%;e#(~efPo-ejI#E#Wl^Y zcaeT&Nnv=9Rl5GY!H$Hv`oasElp8BA{wN~%t3J$8#9rnLN;jj zXl^i?FAw$ZLJa0_9u=%!bky7iRd+w(rs{q(Ab#%4^%)lJ4p6HUWoU5A^g*Jxykw1{qdwO~6|hwB7>^RnbWEnIKgDlfjh0aKjd@Cg6$r`|Vb znZh6g8n|M1CzCc@P%9-GykaHP-Dopcrw>TQB_B((`Db5;FE9oyGj&o{oylQ}laP({ z@cZK&i(A>cDS>XN4R}zhY9|y7lNrKY^=2qEGxkk~4fRZ@9?C^J+HY$r>m0c!0BNA>>5 z586@s$?C8zg5aH=dXln+E5nZ)o{Ze2-ztyL8&Yse4$x1jEXp&VSLXg5@RZjjD&u*eCSRu2CF?M*Fa!zr)wB$(AUl-aVRgL|*d ze8xY~bC*n2rH=b+v7u?>wWCdMNmYr1lJ`}{FN+hh@eJW=0Y#y+BHn02H_0RGAX9K8R>zH$du7zACy;&+g19?J3sS2)CuP*$W& zQvQRyu6qK~oO(r%Z{_$JfUi-2zFyqP{KB1ac z;0lUhUXUF-a|gTmho?538N$HJlfoP&hWunNj>JVYK};6B!G`ykCeGhYfcncucAcsq zI!&=jX>OZLfuo@2?KWQu3-dN*z5219c$LR&M31j*@zuljf;AsHX!bw=YqDkf0w48K zv7!Roi2TwpA6{Rcl}qBL?!{nAIT}bf%_^ThJj_RyCnFqKr)+2YyzMrKOF$Yxq=RAn z*ZK1;P7wogZX8rng)Q`a=s*t#cB zaB$sbb#YDei~U^v9vFA*tN*IoTJH{na{fFcqS>M)#u+kD&70iBYetiFKBUj5E*Wlb z;8V;au%PVhcsz}JjP6rPv56EQ7%$CkQfAD_6D|2( zRu#uDCQmSXTb1rB(aUHE1bqhB1ZOJBHy&+-S_$r2$V)3RhFMyEv}{+KR{=%M1)dR` z+P{n0r2mI~plH*t7x3{m-!{(cd<{KwUw||e3kwVCACH`!Wr>hbnB4Ftp6^&| zC)2irbx4fJ4;Syjf>bteaLww)d&K)H@qmyb7RgpklxR)NxzEhF$2m*F>aVy8{pVLF z`n$VZ0ywg`9rrEEuq|=N;6NoVT(%aQY*RLxNg_$ME*6G}MzP%!+vZo_9kpP&xb_ov zrM=|^TDfu!7hU!m^2y%=!$OTc^Z&4dNT;2IVlAR$0kwoPtyIT<+`5#BHx>1_J}QGu z(=q*$XMAuy{yJoXqWRHd;v!uBl<6+Gu2eWjW z%>hIapw)V41P{Yf;%QZ;pPNjW`3*UIgbPRt5L!?Q3K0*Rg+~w88b{UKGGs4U-h9oh z11cyNcDN#oyWqln18%9;U6E(Z?vd9+(3S-riVs)}pI;^V^1{R0a*Da1gY zotAwkiH7^)coie}&}2E%uswttuBN(|SC8|n*&y$7BlLdvO}c#S`%qIGA*NWJq}^<0 z!LWm``~(1=X)<6!R$TBlq+b+>$B}OPlXUL_JK{5MroI!8ls*=Xr0#`gtezi!%g(A! zsd(K`hsxcC(Xlj&dUp-A)Y5Jj8dFSA&04g-X*Lx(q7U;agq2@SF?SF$zJ`GK|EiiP zjLs}@xf)|eL?~>`tqNT}mi)izk^iBp7<4(nz1V;-cKM^=D7TzEtvXO6<`=m9P@xF; zC*E`BJ=J3W1y}=ahyMH5$Q<|gg1{IF~9lG z-7?$z?DdER=i>|G8n9t4ed*)ML_(?5WFA6eA9XGoU$c(bFJuHV&jSNlgQDFP+hT|w zcNG>R6B8S-g|~L{{d?@waD8*Mbk4g!K-=xeX$aLx&C0U^dgHQ7$2R}PW2ggu>qW&rcdKz?dg15Ux zGag*ka(SM+p_y}Kqy5KK27WmriJUDF<&FTiT&{+AK)LLgfrLL{0T*7f<@r~ zy@XSQTQ`LeiJ8DZBAuf7Awj*z3?}*#sieRp)y6}@TGQ;6z!ZU3X4}VCCi&q23gKtX5&&5N5}IN$E#p8#g)qpbNQ6Qz|V~-GWXBGhp&qp)`21@!YS|HahGCtT z%9O)~Gl-^^ezMAG$?{%9N$*uZ2N;$=TM!^94=lAEuiNSBWupvrt!o^wSAL|oLyBLW zQ_8f0(4kA$7~e@}c8_SPsS zVPht5V@>egiW}m3-wXZ_`1|q$5)6B7S%rm%*Vo?!itYtDF)`7lq>LZTC)biN+4$+M zKDzUG39!W3ES6%U6yT-W6auPGHFb2llB`-$F7A*cA~dzMly7V6i5+E|sG?~rei!AD)z;UbF~DRZX}}xJV)Oyu zkI}#du~2#gL&NnH@KW*F55OxUidObhhKXJwDpv!4MU9D1ai2b zmm8?jX1PQp34#j?Q~xS)^6cEOuxB3SHkjs)XDuq1eh&(nT$Ty`;<^v1zX5>(lN!)4 zJeq>~mTj>{Nt+Z~qmgSsx25u+S<0&?3}vSZtDL&fjcou~&!9rOu)W+`(j{EiLXii> z`R{s)kvIpVlPni7`nYD^X2#Ma7n0#D&sQZw-c8;V0l_+sPS^I{NmdK{>f83j1z8u# z+HX7R147O$J%+`*NLqlqJo*PSeGQbHsAj`y(0@P&$&jll5W2T%*J+ZA%bjTtlu4Th zowEzaU+)?Cb;t`L7Pu-HqWmf58QApZ$iFY1-DrTDp{t4uQ{#_gceJ0R&;s0o5@bhN z$LcV{`{6EXHWg(Po8il&9{obJ5;Ol{EnH7w2;@Y7G6?t66VE~QSD%h=V!fG$)@6C) zStYV!&i;kQlE64gk@`!4jmZf9!KQXO-%j`^9x$o7&(Ywpc+_v5Z`QE&3__y20F66G z*)pUrE1ZdDZX-XZENkf@Q=n~aY5C4iDpzAoio48>b;OYVGrO+Jo|0`L8%PR-O&*J; z&L4Mf|B)#hpou9!u)o^u)vR4b1} zZuB#Ojmt)Zrj45YJq)k^y{nlnA5$QQGaRzxq^QzGzLU&)P?446peCAIY5==TaVqgw zdAYm_JJ5N`K+wVMF)YP_3H^0QnQvTtT%&UIV`UTAB1f~8Mo^q+!dj4#pDT;pc@tOY zWZMfi1ZRQm)VTj@n}_JEcdYx2YV1h?J_v~Z+WakxSe`TqKN)e>7L)P7_fWL>q#Pli zwe|tPcW$U#R9243Wn8oFVjfOspnYr_l6s3lQrIeq{QUf~IQ6q&TzbMmYV3Dx_Xind znavBS?*d|*$aT|RZ7g`ZpcErBD)2hRz^ ztzafj*%s*E|IcLni)o7FVWQR#R}q7E6f2YLs5f;1rAxwbEvJmiyB6fY;iE^y;@8B2=qVy7H-qh;8iN(X>jWf!nk``Gq)?oHwi~Pt5BV7d@N&fG`0mYj&NpU^Y86F%4G=R)FA6b6_tf~ zfht1^XVB7`l&)lhEOE?%QG{s;-loRb9f$2dvYYiB)8P8^>evb2$VL(?dEL_pC$1jW6R2z@<`b$gE z8SZzRYqsBBzEU86C&7Iq#Xb&AcSAGS)mP)PP?C2Lq^_34cW*dMSHNe0p2i3MPj$U~ zx!2Fn4@h*B`Al~p4&+Sb^V$PT3tagFQ5c)5xVo0`Ll4%Xi((EBS3X#Ka+hOPFd18T z0d3$qo(^TMI6vA)A)c$2XpX5WC{(pnB$~_vg{lC*bOL6Lb`LyC>gZN`nmxtt_`_k$ zfm~4A^M2^f+Lt$L+xWGVrV1~@GBQZ-bU#NG78UOxMC0$4oQUseL(OTmqj^a?2YpC5 zSsu(PEB_I8CLz_lE!W9NYuIh9>2b>Az~9)2u+I^mZI1PQ#E3xGUZ3@kjBzz=VHgg^ zEu--t#<$G)pfF>_+=q`capfVYLFB6Q5 z@8NyHX2a|+6OcX{J$>Km zRcB|D=YaYMeLROgen%yg;hUiQ;^l81pO(ormHIYp?Q8)t{Vu8 zOyDBX+99i{&fufU7KXM(J7}ffWah1xc)ySl3{<0-S3;cxc`hM=Lxo5gdqfAkH9yd` zEsXpO`gAddshXaiTqT@bWfZ6yFz5z^(PN2^KN-bIHy7nArPM8a~tn5ZfAr<7&eY|Xir{s$#j6CS# z-V{E6H=Q~x%eEZ-_|;F-X_vd_#45BH2oVj$MuBG#D1V*-2zU@gMmuH(eC_W3WK3Z8 zD8!gMoS!?Ho?+Y84L4j_H8Q0JYuyU6!eX;6rkBU3DA*!OKd<(Fzg(Xk=T>Vtv!n+^ zP`CI!Oo_RB^8%rgaR?HQ>)dLse=9GK#yw^^f3(#!>|m#7PovS?nT_B)J;psJ;45r+ zcz9(AVlRVXC{;C3y!l`Oh~K&iUW-l0EZwkJ-9o<03}{>22Ndv=_2#+v?n(Np(0Tqdrmwez^!A^vL#=&_r`g;uH zeV)WlJ7~Ur-Dfa0duxp(R?hZ#w&+d`!EVVK($7Isc~51XbPp5(i3Qs6BK>y4Y=iYI zk1*#7YtJE4P8TMo!7spz9XryR>8LWi&CqW%lKek~=FoUmO}FwjDMP8uVC1_A#sdK> zz1D&$VL4jDk);Wduy);;ls+LfQdPU;Mh-ls)u{x~C=y5tWRv0Xp1L8Ny-^3zAc+pJ z;%7_1rjww~CJd?QkP6l<#o=&uIz^0BsLe6>y4&CrRxdWtRaO>tsXu}@MhhS_p8uO1 oRI7(E=VbZ?_sD?z8u^=b4$$XFfCAKxs*lSIBtCaBy(1M8AHKg@b!y1qTOTii7~ZS(6H4 z0RQ8(6H>O5vox@C)V9%wlhC%aGPATZGu9z-(6_NQwzOcOXQyYTB{8zIv$Ex4U@-qb zC(v8k7&1_6YJQQmv-*}u;f?0qCrfg% z`sO>%P(~&h+S$m>--&2(ML|3+U85y-dwh@ukw|?NVf1GL;JAGt`W$CuW`<*Q5L37}$#JQ7uecf94%Zfq|DI8b_hRA;yRQ0-8Jk7p z#gw+Mp}TdEBE*|Bx?%bkyOXqPRWAeDnX;xIR(#Q}!O?Y&M`k}R z!LD6BPg(aiL-3i^9dW{7mwELf#S@NIudF}Y2uN*TxG!gPRcfqA;o{V7UIYdPF1TMU zHr#9_Bsy>X)^*Sb5oR%fghqeM6wJgRMr+$xJG-%}RmWU>DG-nK1wj)1vea%z7S7>l z>7cr?pdff$ia+W4+R2WK5Cw;RV~~BB!0tYlPEEPW?5#^<^1y(&Me~D0vfHUBxoCP; zmcjStPr55}b8|Jyt)pW9yj_11M%LP#fH6+@68tL z-gtErxdykj34)dN$1xDwg>3f6vDj{jPZetolLip@Xckj4FocN^yH8m1$MtunK<^E) zX_Y^Ti@!wh_0ANFJKf1nK{d%9hOB!d5`CX4P}#QQij0ip*oxOh=yDZ}{Gz2rEXDtD z{z>Tu>^!5Do31Vyj)vW9YHDhuO4V;-VmDXKP~L5>SFc_r+VoN5zC?(OimE-V+q2?I z`pg$_x4XT)GQcw2p~oB%9^PW_FwTrkJ84wrXK4FvnrjorN1;%Cg7Rk}E?1feq4&7caIiT)?BZd?;>U-ga|c zvK{8VBFN0l1dl=Fel7zZ8m{J`Y94{;sIYoz*U=0-Xm+9vvT#NOScJz_{qpLC3u5J! z4+=dA1;vk<8Ra2-Ugw9Y}|CH-qWa(b@URY`)2zJAlZA>h0UN1?sgJzO5}{42>Ps*@xMxcET> zkF$j3>jPlK;qm$Te*HL&ALOD7;6d;A4f!+j@{lW4U$q!#Cv{yO%-7!T=JyT`W)>EP zfS3%gtE&^x;z_$c?PqX48)UCN?fU>XXS@J2~pz|oQYYQYu_ z<^w5ir-92Si;If{jtkbXxVm4%XYy>&LsJ-`tLeEjRQ{*E-2AyVRk)m&)|D8yGx9Xj&dO@0UI9=wR^% z%LtKT^xC88Lif8$%}-KOQ{lX(rW8^6u2;NCNU5miVw z=|x4MrbV?s&d=?VK~fV4Gv_c&cBZJUtzEF6)^NK!sJ>q(hNjlnCxEXJynvnJz&1pi z&sQZ5di`POu9q_9cub7JdQw3tB0jz+k<->`BSPf*qS$i~xKZD*$0ZA#!EiFKRq*tl ze&??@w3-d^u-p^Icl-11us#grACHGUt*0dY%#atcd29Eb4YB4jaxSiCp)Y=o`;vNy?@_bHMfZSb4de_EPG9dfd(k+qk@RsBLP} z^w^A1+5mB*l0VsZadGkVj>vvO=CnYiTo0u3l0nE>F9^z?Jmzy1-sVbL?v=Enkqy@C zUEbzNNl7+tZVfMcCMPGK&d1TIQ81`gnXN2eEqgYy&wEblZi;HwmPnV&OS0yP4Y8JIZOIPdg z;gza|%eqecrQLd;BqbyWjZ$d)PeGjF9-llp1vtT8GPq;cXA2pMiHeHSkL!QmUq42i&{v7oFQ28|v*Wr!^St(5_5k+^F=NEl%b(=hum}0~VM)q$-#LZY{e0A8 zxF7g6<%gJWvu12y$^DIujW%Xx1#aMGw}i`MWAC~n8(XBb6p1&Ze<#N-arK_uJ{mUNU>HVn=Ft=tV zfdaHXndh@y;&E>EdHxjY@o+J%|EUR*?21t3%tPe7GnUCr!hf?7^>qH~L2dC)m6Max zW4_JVOi9x@6YPx}IKLm+U(f?E41~k5^9%G#&vX<8juk@iFy!ywN5sT*0(c4q*$*Ht zISUJ>S5Xl?-^~W*5YL&oi>vF-_I7GUhVRgjq+)?`Ymr7hfWgQG+Sj5D` zoRCBoGwvn#D-BsWxtmS~52g}{LPgs_*6Ht+sy84{K3qa?hCL7C-Y<+_s3|Bs_tGpD z$rwEb8E15Hk++P}kXVG!K6<(Mu`>wg>BH})?d@%W`KtH)v(FU{!x{wA`#y@7OS!ZzqfIlj8tFu3fm~78X8V0cpF#jO{E)>%Q&i zMw%uD#6QP(oXaH`lZd6)_@=I&xO@WW!AH&FI0le~ziTyW@*hJ%Qa?XGF995=dD<~d zzdx2qw=1}W_-Hdu>+tFbT>rL_co|q#o@VlsFzW5HtE*;Q1Tv(ww`@Q`Nu%>A8c)ma zWd1{$XG9ZG+oP0S8Zu&o=i^xl)|)q@ydZR#u89u)XqcgE~&0?~EfJE~_~>R4q4OJ+pQ7VJ%eb zUvyj^yqMOK`t}VOk=TuqGSTV@B*~E|H#fJviZa~2_$?;p(@%iJIe*XM96&7-HsSoV-z@YD7I2J(c!2tsF zbzxy)qU&L;w#J9>)g^{{hl3|8J!D}oof>-e@J{c+pLP0U>7K5SUsghHp23nlj7Q8? z7)LEDw|(-yS}JzVxeN|iP=jsSU1?QSY(+(d0PA|2yT;XM{WFGtr zB&XA#XQ2OBHJxgO(Rb`!7`=dj5AbaXXJ<~~4D0W3mq&ovq(1Ha{9;5nK{oegjl0w( z!pfX!@n#36)CRC9?FIj6RUYZiN6dfID+Oa7#K(`k-nRghdPOOdI#vUShk#FutE%Fe zRQ>^w75NXMtX&N&1mEnJhDMW%!Y}vVN&Z5*DkXH;PBWXU2n0;)C(AI;_)+)Qzr_J1 zP|PDZftmi~Ppd!4LRZoPh;%mlVm2U-$ zP?QuE*{q;nv9PeLK-RJaN4e=V{nk)YKfsG_;OioGOj>YJOJ zpNXoAHR>I1^rL7#d^ovr^UxUkmKj+-%$ESD@Gn3n5~j60lK@%y_}7bkEQaM${P3%! zB#}&uvb40UNnz9u)De()-O$zbFn%K3U+6n~r2EhgTn>Sm?$gbFl?tQR0E_ui z1AI3&^Z*eZ(hcJkwzWM=eYm3UgrzW0L$qf}Bp_7T+uNT2^7+bjaXpkfG&UByS;d2YkQ<)f2693EVZ4 zYnfx$I(Ty3!9T1X5UzuY@o@d$^A`2yBleekQ{NfCvn4znD$&FwI?NfvGOO8qmHEht zYjajNp(BBWgoH;Xi5Z*PNYV87N09JuA6%t!e}bh?S>Dw`lEnb4g>f*&{1~mr(>T&3 z{*m>U-GHJp{uW>w65h0$jhj-79{$#P8Kj;B{p? zYPzEbJa_}d9064-;XjMRiqI!Dt3UAn5k7#BHGt;dK=`4(uownRs^)x5tao@gyRtF{ ztY~Cpqy=0S{vTHd?g)a%qYYpVue2~ZH+Mo&Q4uK%A`Bj2tfywh2SvHrgBLL220-*- zI1Hn%9#PK(Wn^SpWkd)&e;X$E2ES#I&XvCh1zsk&N%;`hhjfVH-?8!WTEHAZYE8?@ z`3aCGLL!0f1e9WE(R`esT5vk3oaVTgkb@D_+@hi_P|E9f1;14;obt9M1SJhD1HyRs z_vs=H0^0$mYd5~8`%|${j0aa);_-qTv z46|<6OHi=PlxRPNrBw|L4LEg|olKtdkaOU?ya&B+xNA7RQdiWe;wDe}8gHN<>2b zH$Qvz)*?iRR)Ih3Ki=OY0y+l>ij0y{H}_FPJIEn@pV4@+&ad$;YP{K(-J&ohIlNKm zYrLMLV2?~scTW|nIfGn~lbcJ*#1sJnD_J35(RzTX+X}2?d}^u-K)Dn$3d(GmzSvju z$-Rq#cqU(%X#q$9{P_*&nAT0qDvT`hW^@PHD~YFgYVEG0FZ>JIqmJH2N0Pu!@BtvwvM@j%kp?8>1 zBL2j+??VAdIwS6y#Y*&4RN*Md$a-PjWPnHlBvj)&YB<}Nn2=WiXbZ~L(-)M9B+bBi zJi09wYGgF)>~aexO*VmUaRU$_5_%Hm+2ge^HpX0{l{)qe0N<%UjwTf)1w|iTh;TBi zX{;9KQM`gX&D)xo50mJBO@_pzccnQF)^L4bp}23X+Og(2<}NPLu{|y z1R_if{0*QWm#z($>x$xB=|#16;EVgfnC?fwCE( zD7+Y(6A#hNkteiXT~_v;=|?`kNX%PA^S5PMv&mH{3F-yHc4w&EBi zO=?4Z{a%wwRZu0wgmLXs-JEn2U)4*Rn-{u)vaA`hCLky|Bko<5e3CS($D( z>J6ataTysIn}8VH}&)CyxjoG_Uug+;#a)_j2>2~P~l)>!we}YE*_1>xq*JO zF#bRD?^`VQ$w@YNo9^d4HC zouy6zFX%;Qx@sa8BA@SRUk%-c6qIQ$Y&|A2@T%DWKO*=cgXZvMX z_q@j~Pt_e4?I$KCUjE^w2`&WAe0qB71Yqhx@c`YgS2)-k(@&=A=-n}>2Vr$Ify0b8 zqS-NppJc3lveViNP&ZTfunVC3VCb$q(~hQ7Df5E~U+%Yds%mP^Yk`y{%CrKeJujYo z0{WF@(+veME45m+#U?Ob{5Hi4AI3mHjnIW>VZi_tp*9ecq2!_iDf}sv$xc3iVYsCy zP>AaQ+Ls8@NJm%KX*d641Srmo(-X*%+Q=!o{wJvhdrj|c0udD^RRTH|o}4@cgt8V1 z_Qj8SlknN&y)Z!WULPA9yFN>S4hZ3BV4YS9f#eR;X0@NegeoHEjn^=35L9z2)fR*} znob}~FoBwqRUnM}Y=8yv#|#!W_SnJ#Psy!t4h$In`>iC$>N7y7KvJMYs7eC3w|#M& zn!nfpDj-;bl2=d&F`|R;{_h8V)WfS*Kty=Q7uGOb<_xD=IA!Tv!HWvq2S#gYXlSTt zXmrlD2Hh?ul?qfVX|`{c-OePi>D7C9uNK+?`3M4q*xxA0wPMc)Q)N@=um5ytKkC6% ztMEA8znO#F_e1TBcp)D7O`o8u1Jz3|d#Ub9Me2c_I%$9ZKFgF11f~k*K3qw(9eUyN zn3qS>bi4ZjD3>tx2GnvZzdjVDmY1^>uzCyqr*^kRgJR#v_)NBu4^i&CM{GgW#eIV= zC$p)ED602k39t0!tABbEfbextb!S&pL<2Cg1_%@h_5plDe2kki96&D01BgvWM+aPq z$s~;=|AQS72=(xCtN+RC+Rfj8DSp9fd6n3$cZ#y&Qwv~Mxz=X0<#w#xU@#pJ?fS#I z4@Pitv9ZF!!d;(^5g37|>8WI;rFk2VXZcSEmty$-6W#Bg7w-pMW1}Vv{t#Rx{ze_s zM`{>N1X4DjhBx-(it_TQ(o{VI121pp{?ENvK8IdohXPG3g8Q(>7vNU_2#3eJWoQ{} zu|O;LcDHCa5gr0a3J4oebp+U(%OL)9 zGO)KgrRbQLpXHnlI-+pLg7CL@c3v32T=;_V_P>V1C5om>7ruZdO{8vj0`AlQ)1!F# zUuWXZKSKP=%++-+Q0f15Aog+GdYt~ZyFQHe1Yh5BF#X>S{pI zY4iA7KRM70z2;elT9Rqd8AQ{(pQC!k7DQO7ILKhZ6H^YoW{IZR{KBq)E}W!v*eqmo zFHZ{Vr}#a5>AYQBa9dm6Heo_DJ9BB6p>=>;kYpcTxW$-nqF`588d>+y5G=pIl_;`ii8ufJF8*^so2D=wC5a88%<}H}_0~0?BJz@D0d<6uF1!$QPm5?iC&j zMemUWo&I;X9g{<%YSW#NI_vsal3)Y|>rn5g>=9g!lWA(OEFrs(4ia{t{T5ID-$j4@6bmG!e@~H~SuPmEOJ+Mz zOp25tA+7_<#uS8wn*G1o6M43#MTaEyHp`X5ZtS0FS2*hnbyVl->{iHwvsPw;!oC!~ ztsjcoG$icPO*nj?&!Ia|M2aN1@xLd;)p<#KcSD-tp(z?!b2+MY(hc$OWtw8#h2Z#| ztbA?@c;_=eu_O2ffSv$)R{S3H!qiSib;)DDU4}D7ko2UUvUr0MLXRJF_M+{}>wjnY ziHc<^S`W6z*>pbOq)UIf^v{s~djGhSFLX??j{~dg01U}Skq62ZbA~2pHF&$g?fUGYBzo$rWfL_PwnS1aES}+wD@-2G zQ%pyNi~|;=a56XJ*i(jd6OPErsoWD)DUsTg(f-4;TESEKht1XMK<~;`dMXYY}&X_uW-deOh4&rFD=Y)+sDdzqE2I$X3rfdnE zfYWj8=42R|o4=|r{Aa5fDbTsGgdW)p^)ZVqUoV2}7Q;xM?S@eg~-(J)&R ztUjIe$#$@V?#h~@EmsnJv11Quz%gK_axyaTuuAX-`)rbby@&lwU}pI5 zo4=6?kxZk5=ziAhsv0?IWwT~fSdY_kG%?q1O;GE%F62A`$UR@h`YLC#xJM9hkL1`sf)N$^yhB1fLxS=m4qH{{wV9 ze0$|D`*mVM`65&_{(Ts~+m05u?eB z8D@c*W>{Jp#y= z`59rbtgAepedgSs5ZVsW;iT6-oxyD3t?;n!fL~BRX-dF=PyCmzIp8iX&QETAk51;E z9(~{0C$w1(?V{(xtIwH}?Y}y**dSIi;@tVA%W+V*9w-%ppN);;Q^FpBiStZ=qorc1 z%J!nwb0e3(nbGVR`)9^*ub8K&uhy1EFZ4nC0=GgMUAQX%>%=_ozkC7z*Ts~sne$v~ zB92|ijlOz(5O#WB$YjO{v%t?pCB-jp2{c)fVleakT=cwIw_|%ww8tiU#PhhClPrZK zp(RC(&p+E|iq_E1ZdsI>k!uR5e=ylUy0QwVvsW2*%gOI_%Q6J*9}blG_4dLRg}>}# z?q(~bvH)tuvbn5;Fp%Dr-NkG!!1vtNhVyozy_bfs1er@jv&V6Fqw-&_w1Q)*z6`$Q z)Ien~UWB6JELvaYq}+XiT)50$pRn@ zLw8;vT5>&=qffRbWGAxaKH|OEDQTT=a^w4rmU5FAlnwpisea;lZl~OpQ`z?Af5vPZ zo9$PQd8|+)bbB28!^C;z-DOc}yUtW?yWEL3UX#xW1}NN^EqQO@aj-Pn>!G(!14~b% zypICtCnA>IaM8g4`<;#j{=?yTqx+ zDeQD)QtFw8nS0(@@2{Vha-9>#xv7AGMrF>?g63v>CnDf)Q@~AVF5*t?3TQzk2UH?g(Cc)3`cBscp>jZJz zjHWww1_ZJ^G?2c8Bo-P7=LnBeXS37Ma>^Gsq8Q1~CZZIaD9AnhHMlW~y!%XH4~NDk zRnsDF2fb}#e;0G)0{$^NR4abyLvMx+QHaI0m%#DW#oqGS5Y!#((mIkn!d3dU?U1_g zTG>qwB$@LP=WBYn zaV4cCba@_8n8Z1@jw-+0P#c^5crW<%4x4~EsVUwG&xBjVL!i-OMuX3NbuS`C3)k^q zenywhi@x7j(7#`vQc#B$Yhe;vzTCUs$9Uc1Z!$lvzhFHD1&>n~Uj!ro9&M&qY$g7+ z!Bb6Gq*#ZGmzzV>%ONymt3fLiQfXZOs~HhMmnXD#`zz718^c-XpEsx0v*Rq?B?@<8 zpcb*<+$2&*y$ZjJAz+O=PodW_40#)7h@~ijls1)6yD0csNN!{L&!>O5F2Irc-hlkL z`pR;xVowsu7)l%AjUPL?&^<``@Jh_kvgNK)n6NhJ7d7XBl|$v6vGK>SxynuSpbHDY znkR~=gX#XOli;bbkm>8Mcsy(#%e1csX(WjQuq8As;u7X1@3VsJ508_>!0SM&f6?e=E?#_8>Ca|rzlX!!RY9mb81%&QS#9puP(sW9 zO#kDrZ2oosp6B=OKgf6=)BtW|mFET(VYAdvDOq)8!I=^S}vJhnqr?DFOgpYs)EnjRwH%zM%w|h}y>??BwMH;t zNN62s&tf?%!9a#=rpX3{HII_`RHq%>Ti|FlG#HFHxQk;cT=1@s{Wv6KB|XZQmOLQl z;={Urw~Y|8F>^w}*9z`7!DE58x3oNv&EVDyHTR;;DfKV4k> z{C0XjvAiMLH}toNtl|^G5DmNPc(5rW>f=8u>%-n6;xM_+zWm6=n(N%FCoYC5kb;h_ z5_{9k&x3#5l%7JbH$OC*QczO7a8K^ge525FH&4sv#S6|(SqRtK&beFQLR!#y0|dip5jF{=E1+&H#vp4E`jvzrZSt%0jg|B7ni zj!nDqdHwgKbQbc%rbo8NvnX0;ZHvX@^0Ul&kWjzwgUs^WgrO{pysC-QrDlG35?1y= z6ievyfRxfNdfR^RnqhICh3bUIO&zsDb}?ZOuH18fv+vg>vaYbjMSzNhp}W z2;>N{IIBX{i1euVXCcfaV7p2?=<$&OoMht`$I$g+U`Mtvb`PhSq-GuDm8Rtt-ckL$hTK4e$L(0sf5_3nOQSo?ml|Or_;K|m1aJpjedQ!vdw4izD zb`_@gMyg1#E#)5aVb_5Tb4^2cT4s`}VJ<=jO%K5xyb~ zVRzM^RBJdHzT((QC%d^hlA?G|NnKC{y6$ns9{sw_u0N{kPIeUWP=Kc_Jf11IT^%wP zL8pte?XY#rz(5);p9f!Yfy;;EhbXg^#>U~+D9>A|mb=@!Lh|9Dta7?zlb0Et=!F?; z?HAg_?B)WGxD~>c$~<#a6AOcT?CqTWcm6}Q6R-YMc(xP-)=ygQT~q_{SZ9>`hgMNm@1!*zh$ zW!v<+%RyaI2#;fTe#7|{JI8KZfbEb(cEq0qo*efho=Z}x`;!~$Ne#TbY2th0fJ8U+ zv(T6BOitQHd;AMLMrwxxv>wi9Z?{9D3^7D?^;wD+a5&^@0)%<1-nQ2~dpf^NI2)G! zR_vE>E$ezer3hQ-AiMvTC2Y$sG2OB8xu@hy4jU!hZg#6P_-t9!E#d;M9v@y1^WJfG zYq)&uR<|R^=U?jkQ#~~*KP#vdvuvOP=4%y1)C@Y!0Bq z$!xqaDsRCb?8&mn4cY?zaQGc{jBdiFC`;~+RZSb8q~QqjSxF?5Q3NA446~!eT|ZOe z^UVob#=Q|q!4ygHOS zwI7{OeKSProCuk?|E~u)F+-}|_cA)o`u1kPIkTLKcQUpCc zr(-}+cR*}0In)IxGkdFV)W3#=**^-|s6H*WrQ14SLuWen|&)!p!nD&|wPmAc@1vNaO8+bX$Ex`+YmhPK?on)K%*5TJZm- zz+>6PL{4kEhJY@tAJBzY?YOAv=>CcIpiQQ&;kxVh2dIc@XH#5{57`i31k1LG%?qd5 z8;wpdp8TzTYgJ5i;3wiO;#_gf_nQtjBZkdAhqJ?GK4fRluyF~428W6Hw6HPh6Kf*@ zJ(5c9J&{sYOx@vcFC!M(tgjXw&%kiU@yKViQd@{5Oh$k;fQa0VTT{Eiq$1A!1||P0 zm|M|*xV?aldcvA}W(&AWrj!8X7+=^`UzF^QiGT^`Hr&4WShi7#__3E+R7IX^$TaNo z)-%J{8S)aL%yi3*_1?{i9t`v%P8U;E&1by1B7|Q|qnsz^B2(~(V~+^Q_&m_#_4d8~AF=}??-pojU)^27X0>5WLN&|A&Iac*!KNwzjoLnyp!m8Q zR?@b>Pw_9z&buxkm;J>u(t&$I6LUVxYgciV9yS)9X!NCQ-uQ!MYNd|V$wV(nhV(P5 z2-WLxPTKpOL@;6QHLRuC4!j$V$njdm7N{bv7KD{mRM8lNrv2}@MAS48=_bu#il=OT z*RoNFceygH$9$zKo$A3#!44Q^hBavvkdWC@!|&pz+h3rK>hB?u61KFY37gX~ z$^W<7nL7eE=n%qT^SyP!R#TwG(BGKwDDm61o#>d#v2mRM?E2*gw*0g1KdN|Sf&E)i ze+WW0Y(`aPzm8wly)e4?{#)ps*L+ID)sfV-XR`~I)-!ub2lv{fF_u`FDwfljx4(kq zW-n#+;0ao~q^cwi;6jn&#%{G=sw*nSE? z0ajp;)6Z=XOkm=G$w<&-f2*hlQ^VIg)-OvA@|m05U3r(A>%DJJvjQz-zg8d+zAd+5 zB=07r#=7PqYM^Jg2*7_~HJhkB@5;#T5W0Ka__qN|7L6vYp&^8jTM+8AcetNXe-_}S zJQh{q2A|t2+<^VT-tL#R3Y$%|eI*DSdu1|gigF8JO_rT*{mv))%W#@5JMWWS4>^-PADuy)3d|&7g218!@&IfU zuw4@ZdM%Kud5d+>UnAkEc@2X>k?`5;k?aoa>5vVAqci% zNwHZ(CWXw(^}dA9N3EqXMAXf&Mn}1HGFW>gaZqg;w(1<_^3^_De0DQ<_ckC}R&nW@ z60WxzqXwa39oKDr-pAV60Zy8TKD6oaX?WGh^y$oI`TR-qEzJqBX zSo;ia;16ri+?*%$c6NNgz zGfFEh3pGx@h#|XsR~m1wJivA@oc2~nl!M22BHD-`#C-pe!s-Q8GfI5&rb?)enO_$)`t(RWKRl(|= zA>mSnabX5Mip!Y7&aXuanDi#?Vl;seNbzyD(N8djRnD6E?!Kmp`3C4-c=rRC8(B>c zqF)0|c-(ln*Yq$z#kJ*BH@i35`@;TIH1g|!7%3C~8;Qgh0XTK_=5|$AvWkZAwC%~d ze+M+&@<>Pf174#M=Ph*R~O@8UM{tuEfkvkB09Enn=ZILSJdXPH(vKhEU$*{rho@TqjRL zweIiKb*qYz=pJ^Up9zbV@T4ROV`FN3b_>19JOy>T(J)ieW!Q8y8`~*(r2y_>F$>Io z@uBe?!v*0mWMyVT5%a<84ipp=8>T_9y_o^f$3aH0%q;sYB+@uwSojyKjK-v7T)&u- zS0LPaZe1CnS2P*gJL=I-DT6{95|qIucT^aJh1gth5(4xrXPBjv)wj=MGd360hHx)z zkuk|K7()uRg3U<}%EH(q%2T~&(&axriFxw&IWseISU?^_b*b}uC{umYG>hG(5i|Z# z3@*s`0v1g-21PY%$l!$#Fw+7l>!)8I2E&joe1n676O#`dzjuLd+r55b1x7?{z=3MU z4@UT%!OYM9(r>W&wNZbK7E2|S??$cv1Y7*gWFZ}oRKkp%zHs?z@3e@=83@Y~Cn zU*$`g=;!G}id}XEA-6;S4_ne4>=@R#W) zzzEu5GxSlQa`CdtQX2LikpFTC9E@e?_Lv-=sXZFfZqibbu<`p6B?R2gNzQc}5zIao z71jn+8Nji^04H5jryDvIaxGSNne=!y2C}0HXuKZhXX!DNvHa$^%^+ zj~GRX+jH8rEd8-L{p_?!!SQ_IQ`RB}44Ph|p~myS&++~NHRF}!Rcm=s^4 zMfpc1aBaz`#d%bMuT*m|MgLt@^Ll>I?QZI}By1edo_sSieJocdPl0Ok8cM=+AbA*OJYEbF~UmTJaY?6d`F zx409il2=SRuAJR|9eia;*c-8H!W7nTPa%6T#Z{*^*pb;GX(!kAucP*3a&fACKFqBJ zO2qz-+MZs*5$OILrMW{cO? zD?7v25LRf{6#mjLgv@Swtk!uX<8u=|72%BO)X`iSV}-BZ0;}>Q!vhY>i0Cf0W9ON> z@HkdaQ-a0RE*&N6)xI(yX@0zFH{^#bp+Gqq)wS2V)n>1)J*QKIvkm5a++6AlDkdFP zN;nZi#Rh&tV7;jb2(6Iii2p)zQ!*c$XOr*c?THqX-n);7fBvM%F-L%OkRla13M+Pz zU>&KznBkLCcT0bFGa&ETN0~1qkf)7NjT$NBTs#Ow$QE{JTaS!eBw@XY7|YI1@BO7M zB7x7>{Hf4W*k~;MWtmQ}-Jwxhc`Hwrc_~_yG3$F=ncU9qT_ao?C)WdSN2iUtY@ekg zo0{22d*_xr;B__7({7*u6l}$#gsp6!#YV7@VP+5d&u_NwU9LE|l&BHL&%4ZAD!kp} zpA(#Qtj{_}e!hBpdvV11P)(W2E?HRT_)nPPFQYBrJR{`sgyfsywzi#*qo#-kiFpt1 z5_mwEQUk}r;|T*uM}M}ZcG36SsU1`}TpqHl3L@~J=L;sqf2t4&5-4u{JDqOZFYnfb z;vD}1FGIj`EP|8!X})lJdehT9LV+vuqq4Cj{pY+`L@Ga9w=z%XcbQ)B5xTd|!>6K< zWsn7n4_@Aq`c_L{T+BFKJUYUTca{?#Mps#QG*b#phPAk;j4H4>o*&<<=We!V8Jx~m zuX1NK`O|F&INhn|`{yIN(-NdiN5a*^fAY0@70BqEx$JD0jv60k^zZpijXeEY-7TgR z7E;t$Ciy#H1Kr$Ot~t}1_K%c_Hipde7iPug8I7#>MR|RG>C{smg^*rt1 zJxQYOk+z>7u=V8?ZT`^YygD`M3gX8 zQ<EiSMIzzZ8Dg=^*-Yl^<9nIM47rM=gF5h zl%rhM_dlw5dkJLeTYda%^T$Vj~}k>4RhiooCV@u=)bI2GL53FYfpL$ITR+PUGP?=CXknZ-&+Bx%*B2f~pee=xj z$A|&@)S=l*FF)__ANJ|AsXWegN6M2R{ztR#TYu4&fsVZE5Grx0glh(=t`FCLEBc2^ zV9@&u$oVBWapQxNh|q{Ux=J!GP16w>t9_lmzIVg#4kA?kAQ+EEPgjmk&Ay7#!&vBA z9Nb_SB$G_*m>UywwHImmB$}xZ5&kxai4!kVG-z-yqq08EASlVem3W`1(PGG*wd#WL z>i7xGG6RaSXQ8CT10>;?!_$pGVL3K~b(@OQ`bEUlie;fWwv(eL&nelSO*s=7s zxcC@o@V4zyO3daS9y5?iyUQ|NiRTxa5+4sux)uz!lsx$@djjF)Mk$9qIY%XC7&M&j z7)tDv5ke66O_;_kp zIj%$T{8qL3+?Xtu=nJ#?sg4B}RKxLpt!KQCcaH3*3xvfsQ^b;K<+TZYuO{U!3o}ei z=@b%7jdGAQ|D?H?5-QO(MX-1}Vo++i)4nja7GNPJl+XZ;7M4A}8S%j?E|aQPL@BdN zBb^Ug4{s_Bpgp^@E(Z<5!Li4BO76p;sN&@GyoC3}6G^bjZPLT~&*fdaZbIrGx~*1~+13cgxFyQq{Z zXUI9rHQd|I!emZQt?GGdG}g%^qV-@_^*566u{GUO#tIhITE;ObjH{`9S;iV8LUkR_LWR$7|( zJl|Yrx8q=#;9x5JsxscZB2BkzCjjx~5}djunu8o|7Im5AMq&0+`ySeZrF!2?a7?zv zqf`srXIyvWOrLVaP1eW39I= zwqI%c+P0!{@^`+AT=WD~CPZeG8j6&cnwZe5uqZeYd>;NZI4ISTqflmU2&Gky8)q?7 za&pX$xqn|?(sVP)=O0cbA84g*hE@-{`+@S%OQI+0?ARw=iGeM#=E+_vJjPQ;-M|#u7T$n6I9fyeE8y{ zcJ{NQBDqY$#?rS9HLiEtdnF^|V#hQ1au){Yrsr#lnS@cA}U)P~<^n8^i zW&J|j>{23ER@Sb=EZUmM&b&C?*mcpb%8*tcJ6p;Q(+?f?icYH8U0tw<=N;Cj>C-SR z*`1Hk$xe)l*>OXmd@ghjF7rtvd@lL|aKA#SbaX?Imbz4xNlQ7(5bj;8d5sO)L}76c1lEg1`H!=y)XLWS?>pY7i+_E` z)cRFCm?%luyA9F~xm>ZWwYuQk*()1SoMqlOK_7wgp;j%=LCy6Jplq^bPIw~FQ!7+n z``3XxC))g%Co2`)&JV3n2|E_>9!7GO~%Le*JY z3sLs%YbNkwAIZ6cn)CG>C4lOc_atlOQH(>h1RwXTKK6b(krJDc=BOtldEP_>lHOTm!%HYWqTR#(Brih6hK zJ@s|t4SCvbx$NV~mbbMz@YnsD=N%h=$M();w5CPP61~r#@oo|q5VLLf&`45de+(K( zx3e+Ovl(Hs4HP9HJ0)qMx4cVmVtI7+-<0HK(}CF8|}>p=6=L z+4xzU?ez}gxaz#*K`4TQWl>sYUC8CFq)wECp4713P?;>uFF9G5y&u;)KufJ-?uxy1 zC(7J+NDcUHb#rATjO(xydw5O|=QGBu=5IwdC$&>65!Y)yw{T^)I@7wL>qBC;TH>R` zm(*f?&kXDFUUEy;N6kw%hgCx7aqUw6`g~k7zzH=fl#LM2}e$>r`sfaM~Uw{>Um*ZT64=?Y> zk%i>fz%KdkI&!+l7V9%qgtuJmRWisGmp$J?GVl8Tye78%_AxR(YE1O-QYOdzrxYW4oX!{BvG1MjhoSTYhY?B;;#ZN+&X~ta zCe^Gt8)xnk&s8*@{?5E6e;O!sVrFL1iYZva&Ce3jSBx*r$`X@I;A?5fJymq9SznQ^ zx8E!CvEom_B0K5SCmnGtWKqF%C~sCcxm%gIyQ|a){n=k9GHYIoKf<-HN}wo-PWZ`3 ziadMJZtl3cZ@XH;QS!&!DKV|lGV4v|_azx2F_re5Dk)t4Zgr<;IE&7g(fN1mvaU~R zIE&SZt>LO~&hKE4yPgTCTXWJ~nAf^lYIA{LZ=jfATVMj&|BHdZ zyC2U8Ei%Q6=Y`~?7^cwsgvAjepN(?SnPf&vnqI>nr4QKkH5Cz0lF)Ou{!HtXbR9g_ zaAuaak!MQ4pZ|=^MV6^Z{W~Vc&)E^Nu%5fkW5Fcp*M9Bq9wshzO$I{j`A@M7=%PLi z=g-#2-`6+i;<3fcQN1_7%9g%7bmZu^`oHLUtFXA5F5EUG5P~OIa6*vKXmE!QcXtQ` zY22-G5AN>n7Tn!k8h3}_?s^vg*?0Tdx6KVSwQ5z(Io>gk@_#k~jCQ-W1I&-#4pL$< zk~d$0zh!~`m2UH$&y#gj`Uc}JYUl2xVSX?hI?$J}erIIhZer!B^9;OMZs$QyhF3txDaRGx{xqD?S*gNC+SVTnZf1AvO^DFZ~W`Fc)^s^l>DS9U7 zmIciW9wWCNHqnuD@sy8VZ1Ew(J>YE7;bl^Z!K5f*cV|)r-1FRBvdev>-+r}t!(c;+ zz+GATU;R%xhSET1Z6*Dk<*p=~5J86p*X8M3v7(Y}m=P#Tf0TXMzt3da&wm9Ip@acVxEA7x#Z zp|=bOSsmlG-8ED=bO_r=-muOi6T%?O>-`ra55l6%eer5vSr%0t-}@*p&&kqT$)Mz> z&H-L8ouwQc2^Lil8{oxF8TFf^_Ju7vcPVaP4$d>Uh<~QkQ0r*TSPfpyyj-FiW<=Az zr(bos@7)jDN9dTtH2L&qxl$yr~a`_AZYSKoeUR> za$1bXGqlLqP#dvqZC0;7lqOQyEEe-CnZix`>2uSs96c0FA_jPP2^SZF+&aciid@J@znZLMkwR3IGdfgV)m`cd<{vq5cyK50_ zuT?A{pTf<_c7?@7iIWhw^+!mP7tC1T7d4~Tj(BYV;fl#HeMvACnxrnO)-c{j;5C!~ zBps^VU-QT5*DQh=+VKMtIkK>spTy)(uc`buS+9w|aI2 zcON1yB2IIN#z?CNF0&t56uLeciA01ea^v*t=R``HmQOp-QQ|EVkmheW92tX$tbr0e z%?Fl#*-(!)NNS+u+3z#n)<#2#Bh*)b<)GjVp58|g@eA&FRbN*H8-=1}9YREGhw6=DmzDw{nsaDvBIxkGl!U>X*13P|oV}haGX~kRy zB?FYR>T;{1r1j`v9~{z5=$|+j#r7kdtUjHPOY?nL0a{R~l#B>>CCH@(m3Rrl9APRq zZ&C|2sm)@R7@-^Lfg0x&8Ey|}8DLT9F$}t`VLxQv=7cv^B$3{StiO&x*I%p)nw=OpmHVf?p- zAVi$v>*_huB0lFJ?day!q3m0|`VNc$^7%IMb+;0D6oJlh9FS0+nw%7HapC;>%NhpI z4^2guuNh^y_gQ&9YSvk;$pD%w;8P6Xr~GPj*f6O-$!pl`ZMP~NVYMRL?gAH-Skd@= znf1l#@EzgD|L&ofZW@wTWHk~}STWL)6%9grz@n8!)qcg_$W;WOlSX-Y4dX?;2U{nPcRQzZYo=yXQFfSl~$rn|ZD?yiQ0Z zv(>_BZSa?=M5`wTGHQ>`#% z7JHwLBjmFp8(xB_@AmJ9MW^GF0^%Zhcu4oQ3oEaHBosy2H@~=XZKjhsY>^Ydp|bmy z*ani$Z}dH&ud@L%bLbct-7Isk9<(JTC2s-sMj%x03~(8DKoqxeJ6cjqQc@paLr8vW z0tr+K9`*Rfmq5+=hu$%-TeIw%9%9CnoA@kWO#K$`ze-vYf2V-eR4nj;g>Y9ag*z)$ z9?#Z@tfH;NS!zxs?2km&dgi=+orNi4G87->T!hE331?`Q4HaCMjf^+>kD|IP52e89 zXs$SoCi_|gacc`YfS%5a7S_yFaqGuRCmXHfp~5(`rnFTR@#56BAyiv8vBY~7QInxv zk&6G~ZXh&QL~XWx(8~s(=%V)NQHibQA8*}VmKuILdR7=A|AN|4lM;PUwHaFzAo}3g zh42GVR&@a}Lxu`Ko**MwK3DB>ec;vqw1MWi4qzX;OLfFZ<8PuOKy(6F)2@&!fT&2! zD!?ZaGCO@p^yum|N78jJz4EOxMo^#=%2LXtW|UuGy@7M<57x-jc{oz4yQ;g;>c2Dk z+_iCjuQoOF-%Ba`W*TP;5iwpXqMwAo4gc>5-#S)m6-{u=e>dQ|d|C;Ssr}x>&%%DS zDc2}bUoB?}v9@=}vuCMnxLVa*2x=VF`VFuGqV{UJ7Uu7^wp7T(!PxyVrEC?h(%ltX zJ7C<|x!NrHP;zPxY+nh#ZR;tORe$G1V%Z!L1DDwfm}MZ6MR4v=CCS*ZQAFK%T;od0 ztJ(k*j{2XIAMw@0%?UIcKxKlc9Dm+ie8Itp!NI}vEzV4D8mtnPGDH`E0Wf2K*vomY zD+4TEK-iwO^sTp?c*W~_ewcZ?Lq}!!_*viRCNLPPIE%^6PR-4pezw9)uK~jZC(eEe9D?68)K_S9%Xl zY8oRt*wfwJRN}1r6CYL0wX8J#tmdUbSdjmdgEV`RGz)-8P@G>of6#q1a@j5Xby%VJ z)ovH%$K~YO8cy6LOpg&o^sm&x6D!Di9sG-Kw0bNr(AfB{UwQXR2{o-XuJvVd{eSQ* zusn{El1PBc#A69aBLl(f`D4hHi@TTwCa^OVIrC_}f>o1PLR=5pg3M}Vo_e*TR>x8srHvzPS|BAU z=u{Hbz@vRIZ8;gDXiP`^(myRWQ>zBWvuA&NAK}YFE)=oXvQlP9#WpjsqL*)|Nyx&5 zSGb@e>iWEAxYdluDYrlEq~-1T2aKI(^Hd&=>Xh-h37Y(WWvkwte?Z#4|8ks9762Vm zSS>bz&^$R0Pa5!vXV38`Kj5_~UZ&@c#VUDLNqMZ*JzlI-9INC2_o5ISJX_UD?-Vao zpeWBwnuNkL%IsqCIa5d}uQ5cT=^J+NC3;}O)qr-S(nLr|vNn@S0#c5MuY$t*g^RV* z17DAw6hp3FW>xlwX3`cLVGebh2K4P`R;MM^f)$Y;tf<nOTU^swbwky$ppl; zstE{x4$2%zGD<3|lB`zM`T?p~e<^{h-@+iGZfJe{5VxHRSHD#E*J34K3@$X+tbGgS z;PCLduLEwV4d(w924nV;l$Oq`oq6q-F*Bp4hyiUM;R7&d;x?qL9MR>sy)80fS$9P1 zARk#o*r>Nr)6R&*#?m{c2Qb)hd{Cz#ho{tX@Zw~>eX;Cs=L!W2HWN!C6ik_fo8VL1 zDYNx+D+qYvb7eyI(UwO@*eu%5EsQ=)8TQAl&rB^F<9-V5%9^1BrN<35olq2W^+BFy zZ~n6Wd2W*fRv3fC1NQf_dGqDwqFo% zsKmWjOR~$C#NGAT=xzr-@HG#2bE@KpppF6tiie6e1lPw@%4`Rr-o47}&{5cT86-|# zTS&S`8;+-z>%GmtjSdq!`=@1Mb4&jK9YGJ>8b)j2i^vs6W=%oy6WFMiE>haW-~758 zO)lvK;ET_7?sppjfJ=?6^o?~&oYpAzbsWr<8P6`Z+bfMjuDO4Iih)&TVAj8G&M#FH z{wLeG?UJb#+g|E6D3SDsQVy0ziyZwLy?m-j_?E(ukYI-1&LxRwy0Yw zp8ET8q$5;f)cORKYLpQDi&Cn};pJYscNjDSvIRvW1Q&W&e)mB&2NtFK1ZxiTW;DAM zH>Y;Z`*zLV6Cacu;(fa2VfCPsOZ%Dmf6atgoZ797^;Su6mC8*J%?tw4wc(La$FiQD ztIp{0d=83H?V&CNFouC+8h9-_VirAUAr zBrk>zED8yQ?<83&lnkKkGfu1q9$q}o2jlv1SzP~XLTNIvaMZNnC(bOPqR5|kHDIj% z>+uOfMv7?h@bK)ixsNe!M~iLCyu@719(O5`9n8{_L7*=Q3xYc*Hx)jOVJNgCJnU)7 zR^3RO5M~E-LOtxi#tY2mrU-cg0{?txk7*MF3jgidxPo}?MLH~}pB6Y^A}TeHmz|CX z&0m|ixBGv75qifaAyR_IB80|!_YH94Fsc5sfwQo%$So+aTQEpC2hcQUos8XG!-E5l zqs{T*;Vs}WvH?JMZ${d0OiVFvDPG+fuMdEeAhD;-$pFQZhv`n~=#9o?9f9@F#v(WW zB*#fMRG3BW$M4XQPcOxz(-)i9D-@NSrDtTND3syoZHz@FalKGlX57ytvlTKK1{HJA z9*J*dw22-mP1=ub=GuoK$7RI~N(PhAic9)7`>Kf2FUX%4mVJaUhrcc+>UZWs6~Gdi z&3_}}>n2K+#z)2SZkF;Z`hrHsW%KkBX?_6>47J}pcUDY%q~7d)!Tw>_R}N@ITby@4xQoG8?OVdcj&PoI~gJn-`#5O}~X)+1-g)uau+sXkj#)ll@8J z>F{Z#XSJ*B^aIPhc~e66^NN@URoZG{>8&b%JkHZODq5Lko0K=?kIljb)5XW`UOb1R zw&;HjFpWi2l7OrG#)Kgn)4K!K62*}4?RoOsx1YO)F0($}wM&Q5j%cKcTsF-{s@l$L ztc{hD=0mksgf*oLeiJEv3|5V;;1!eZEAD%-$wk5j%fCR^OOxv9tqseIs{GnhZHU=g z?=%748Th8^Q*9k5)@fhY(Q~(9O^Z2o9KU9McR8n-oYaScIxLO_ixjd0C-og4jm?hp zR`hkPP>9FTEn6XQ|R>R5~5m>W^b`XWi_0f zKg#tWc&`P#I_q-2fDm_SquglCV_BkOzMtuxL{6;vrnq2nLC!vk!hw+^g2d-%%`~R zTyt;c#G!gnQ&=SHi?2k8N|p${iTuDbf6Y-`1y_sxHKz&7lC`iJac=*9Za*%&HGEuYu1?9FQdp7-<>eU5YIqv?2nnnGXfDS;+eOCz&`>cA!r`^F-;o= zk+=%hVGPoKXjL=q1B0DwxPG8qRn}%V;;V%_KMnO!psqCb_^8RoigLeG+gygk9Lf75 zUagg=x|`ot3G;Y~vr@z76=$z*exE2CQ|>3N;j4FW{ygQ->a)lER&o6-94!bv20Oq~ zgx~8MEjMa&$i>I6c4O?RqxA4-lmR(PpnIUkkrSe`|D$uwcvK(_@qY_yOt*><(Rq*F zrBz-~4k8-Za;1-#I*jf%5lH6BIW7MGO3gxdvVl_?yn^`RuKn z%%#_EURqLrm!)+~asIj}l=zO{=|l_t{;Q_>SU(i2mxR~Yk%c0J3{#^BTNRC>Mbxd3 zDvMkUn`0If*d{w9ch@J$Sk*o{CYWNP_k;V_GZAWYg~@-&8Jt(vmIMq=@|;{b&+nG( zM&de`E4jR#Zk>t(uVovuPkBYyWoqbsh#vnnp;rUhA~(E>zNZN%?*2Ft(FE z_Eq+rK=^@cuOghVxjC_}CRXeB$KN+rR=87>cUzZp*-9UA_I?Nny&1d2bsB~a+>d## zzJidX@|59^s1!}%J&max5OFXM2bmlEiPll&Of2+QYY5s_cv%9^5=X#kF~GBrrEr+qUUV&0!q6Zjh$55@ zWek`r8I_9v&(htB#m+D{%VuAm3MMa<=DuQ>ZkZPiJ0cBIkfbp(eIl-A`e-HM7wr@V z6C)v8W4^vrmGvWrS>07!oGtplJ^p3?d~8HU{Vr`$2X=tSgU^|Rdnpc<4&NyFN8CAl z+qz$`g^_3QU=vbUe5(5x-Z89d5T6e%ywN43=w4bi$RngK3aOr8yM=0F+?{e$fh-#W znAZ1x6NQsdP;EcMk$nE&ad3wFDnWFsPJ`J_!Ws_rW3%Sti_Q)E$5X3%*n{vmv1{^4 zR;i2}g=k|FfVQ0q(n;t(44$SUi_h=PnzNrgS{6@0+s!o=hhkRbb&KYaKarP;6nD-1 zR|WE~`}wiE1Pi@c%eTEH4t+$ja_Z<4LF%oG%l@_bR%}aBi#EVkh?7BX{Ofu5i7Yb` zR08}|9&&CQnI?@?BpQ(Yp~>ausL8K{}fsgVfIhW{J=iS>sCbMhxI1_?={99$fa7HTgLc|365tZeQU z|EKL2Z1BxNgRxf>E9QAhFZNPFeQm=3$DdloTjix`=@)))Rky0XNnEOgT~#nr-v^g1u+B@cLdS6FfA>Dwr_A`gN=t6UEQI zED>}4q4T-#jH2dSssr@&sV3UHyhNa$qsZ*8U)woUAE~hiD1H^fH3qD3Po>krN7a$|59LrY07^0AuyEpK? z%2OlM)B`WBLGAb4Q24=YXSCtaHg`nCE?Qt9d&=A0{Sbx7Dh(8UesOkp3uV9m?YKs1-+sI+Tu8Mbp-y~ zC4-ai^jtNWjakD2h9`Ta`zCTvcUvQb;Qite^~Tur%22!zsd2Pn%e;hK9ktX!{|8ox zQvD=`&c>tIQSs@wGIsKHcbS=igGO~u*T#*3rTK@QF|lL{0-d*m0_X4NTUUrjGj*c38Na6df=D*6_1CoFf88e+@6cHjjHanBA`-}AJnqsW)l+vn4-nch zMPhQ&yP48@{#0;^^Gb}HF+ zAB+r2sFo5d^*koFqLHR1U_py!hyN3URBzb8ec|u&1!o zkcQowD(P2Q?zKH|)3G`ie?!?+!pm0XM3z9|^h;K`U8jHQo(yGfes12ZiS}{x^-hB^ zeRndtTN{Nx=R;EjlEq(_n(Thq7l*pg2*CQKt@AVS#27-FP`h# zI*ny4zi*k<9WkHqLeR9wF9a_E5~wTq{=KcYN?&?gmqmL~q2YaE5GO z;?Fy)$!gU)ZdXeR&0ECP?CjdoQ%eJPK_=zn6?Pt9RWL$sb}feD@)>T=E-MnE@_Kv1 zi43(fHTJ#5;o)9ZS+5U>HTa61Htx4MlFLaV83spQ5=pHp`x~;JXwMij+4!%U?=ryX zF9jqJX4Vzx_>&3mi{ucd%GK3qLfO>d;cXb%OI(5`?;KGU2raiY&>HjS#fSt3;(H7f zj3YYhrpCq`XaNFRN>CB44;4#9dOg#gEOuyvv_UMPjFA$>ZSg1XjuNKW2%`a`Xo_qy zZ_T;M&TdDZ9_MnFV*ndh$@Y{Ed{ccy+=qm%%y+<+ zdE-L&MBC!MSsM&ZqiSx4y7iXv{OmXfm!&89*87_OP!g#{y3MpSFuYx^v zgw=qNk2B)F&#megF0*o1A0hVak#T`bd6VlBep8~^5b8!Ly3N7BVXUy(56{tdu_Onr zLM(5lFW3n&ENLieQ!U%@Nj3*SQ*7;X3-UyhKSfo6-%I_>>|q9v1EuGPjM3QGS;>Ar zlnP`;=m8g}Q}eL#!@MvSQG?2#ju-%knv)+XHCWB&FKM~#5M+<;JPBOSd3TJccltL29ZE zjqu~j1j}WqxCB!o4D9^0r)UyCin92{Sc?>EL?;qjZQiA_d&FC<8^L{)84EKoF(ufS z=j?L!(5ar*%p&s2Q-)4_4pO|lYie9Ev>&U{*#hL za30b87XH~V(Y1wFAz>Gu5WYTOoH{2Ag*UzSYC@0bZWq`HKg(5gNqhXZ34!a+Al<61(~3J_Sjf^`-7c%1j}%VihZbDvg=fCy$$wa= z=2Lq!O01CkW1~6Y8||Y*6bpsn@B1c7Q5n$wfPpa>0%M&^Dt>+5+_xacK@R^DJwk`<#{Slm4 z*om7QU#DF~2>s$%fX9M|jXSx}Qp8ZYg_q*WK7gsNYO0lEH&5Ox*5|cDEr4~P3K7gmld{-jO7-2h3)B9O_%CK! zyyB(wh>S_D=&Dq!K9_X(gKh}@QY++uu$hB-N+e(RZmt1pY3R{;rcRQwG+OhGFVTPV z{9Y{S%iWXA?K*Pu=*lbAZKJ1Ktztg;mh}UlrDR}r@CWtODDOFp2Xsv?)5WuRis*Jq zwmn|0Yu{!&q}^Rxz>+`$rv?)FEI|JDjhGhUJ|KB6nf;E!$iy!!EB2+yh^9oKk!k(An6Pn0qo3Zis;oNsG2nE2x-XTCZ; zz#oLGOI$Bn-5623)C{5sAhTGf(+wE!U#eYEJBCYC5*&XCQxV1}PaSQZp=z^WfnOE{ ziGziE8J1#u-2{1s!HU@fB#rb~l41VGTo$D(tE2Th7Kx-Zp+^pWFR5+X78IJqtM4}% z4sfDti@&kvpIapyWpB?GdBd8?I#syNgVM`bGu61oCRcAEhi8!Ow#-(t@i zM0u)!{oRy=)9`F9g{lLbyLfRl+=n+dd*-Fa6f0zE67-l)ccfp& z`a?x<9Y_n5WV3aw^#l5$9e{$TJ2FG)j@cOiENYb7)KcnUK;5`y?eKi^Wrfv{E=5q$ zl~{|A&oJnqo;6B7RY0>QJbjh8d1f)$MNF~xyXc_Wk+0`qJw(mqxZ*o06Ez!xekgW% zf51^p6d6K>YTv&7)QUwxNxukOneP|_Iy$-mesU5Iy&r8FDc`^N2bn88tV^WJdGoSP z{PihQ#R52KM;cM1UEP8qD`};;-0#YYU82`2rRkRM!z8JLWCRbU6jsgiCwD%+m$t-N z84;AtpbnK~3SuiZCy3*~&sp@P;qct6iiwi@wk0Sc5{)TV6-`kR9+7gxtwQWgJbss$ z@Hvd9$6(A~?^=yP2sBl~r(+L)t?twLI5Jz`j zJX3`45zMuTow!%2OI8Kq4P@G1gwUr%jqVw|KNLrnzadl9vArj*Kw9(Z;_F`aHJC0< zQg9{Wx6tTL85y`gOPX!6ZmywZmy-#%@qBWz(H zvWkB0SeV>W^rXJE@_gP|U@8d$~5V zZSSSk?2ApE@^@pO%k<|04gRm{k3q!u}iVsoGR?^@=(nx-y&V z3?3VWr&U!pqG-V7*%;Hi+3SH@yUl!mx3*aOrFn^8+RGp}x&}Hjxh=0^XtV_DK+CzT zjb4+};?he7z7CTSaf~oDy06&U7%CmbsqIdfoi{i|oWJHsefUcxW%IIHTT{mH5amiY`*!b#|KOsT4%aDjS^V+4QrRsq8r2XhTa_Rf0 zZ@}ghe9_R#-c7(}V6va@sK~L<`0}BEmQY2B1si?qNm5Yh*w{dRmvTlI-+fig()`y6HnX_EM?@O zr!hdS&{Oi`w@Cyv_A8-qg4tfFRRecbfG|kV6Q#jj+YsD~>iQS8ISjX2%W;=S=I^%NoBQvo`C&uV)bWJ z`Kh;9^qYqo2p=a#Gi$I^4l*Pzy?6WvH?_3t+hRzadk=58yGsGD*rG z%beRKq0kV{0O!ok2Cd*fIMrFdKhlrZW1u3Oo_8>>x?0E0=Bpf&A1l36sDr@K%N@zV z|88-&iu-Fx272;d4|X4p{Bx(H4AuA~S6yF_=PC9_B~Pem?{}6kNF2vO0|v04KXwhqHcbm+meV(=H;{D$&A5U_u zTzR&JACYw{gd@);2>8XGN6FVNZj>p%j8UjkPoS@Q#ImCn*vU&YU~(MsL8i*A61e)) zejQ_XWiD|Mj7wW&cJL2G%mKcqA0%0E(^u-?I%UY@z7~?#@S+ zv2tN$@A09%#)yJUu{DclZyqB94WjBOzyhWa%^8wYT;;h#a#}foFm7Q$$vBN`Qa+?p zYhwu4(S3=~;&;|Z(}WLepG41NP)H?`ET0uX2ZC89{t~jwqk)S^=%HR3%04q+r5mw^9zRCNj)c@! z)JjsQZ7b6=1Xc8)}{kI!d0?a^I#|xx^%ha z#gDs}7opwdDQ)3S7d#C*il!M6lgfQM?A+Sj)X(1A>L>n|{>4q(?K~LR!zbQuuhA{q z^zq?Qv?kyou|Hbg%~Vvpl=_{}-qP}Cn^JkvYQIK!0|k@Atden7a|nN#lFsDePh%Ei zWr-RIa#Qgjvg@zBaZynQfU)C>GqvXG&+i6S^y4&lVAVz$Pe*BDj#EfdLu5TE3Rg@E z+#jtM;)&Z?m~y0Z4?+u95Fx7e6=k-2Nu91swIyluCY+&k4g((oG#6d6vDcn$rNc*AX=O&chojTAbDme5@)qy`W(Ki4uu}Pg z@qFdQ5eHW%{7? zsK>L0xg6MC{Hda9BfZ;ucmQs5iO(C~xXkYu4@1T@6q(Xyb)y)=Iwt(|AXq1R+m^>r zGvbm#eRo;wc*crXTvv~7F(Id-O?(zb-j6fSg&ZLsl#@fz!Vm%o*(Oxh_-$wBX*L}H zWA~zX)9WQh(-5}aiB#CfFhGUMjrRB^sv?Gx&SSnqrl0QewCd_$ywv=J^okMmOHpfO z{Bk4D8d@5Th#qKAOR>37oAJ>s1&)`cCqd#e5xt+wMQ0^yxQ>`1x9c|_GoA~SOD2kx z?!dn%lB&8Z)dQ<^oc;r7#)HAQNI%)^5I?(!bgC+{1AVG8GdF!6AD z_i62(p~jNenIBj=YRID>az6R?J9tu}|#ZvTeG=AUhDZA;uI&XSp0 zW32p4$!r#vrG2y=e-G4p$J**l_PDBx3E$P$Ew(ff;lr_w5YFNM?Ec-2LF%p>eRy4d zm%OfdlXS9w?f}Iih6XVhqiE2S8K$~-`VP}(oW3SH1b?w z$YC;rX{;2rL~ki%!t{_-qKrZ$N3dKjM?hddX3xB8Qf|ukJ|L5JQUQd5wUS6nIvjgd z-|Xi{ZgO-6(Xl&C3&U;Gs?;F7huRd%O&lEL%<7?574)!iEhVPJNR||b(W!d9+!AAo z7F3l?daq!4$Z1Y340j^nnqR@9VLmQ*CRk_?mG>Vat=92yrezxy_oQviUQQ)l@$ctEM4&oD1rDKaoQYS`{00MDaM~ zTtPeBIRK7z1PmF;#i$SOl;yd5orC6!@r%|PTqhcf>!-tIbNoQEu-09%U=&>!UawV5 zVQ8>lq6N{Aso;3vJT0p2O7MSMIsJY|G5f~%=SX#2V(zpEd*-#13#P(3%C=`d$aRpK z90f{BsX$+C`dR}EwO?Am$PD;V@f^|PtZaufyA6Big}UQ@?**QQJ>4^hThv7<7g`Vn zDNzPm!IJOFap&P>mU5BtDd7tX;twZ95SG(>Fu7xVt%6eI0Cv%e)%&3~1!R$`D~ec| zps`urWK$Q)wUUX8t5B!xsVnnSlbms$1~W@V3wW0>|9wA(qa(s!z7vI$lM1K3M47DW zg>7pyeKnh~rVsDiRW&WNr(smiCnXT=&A(5BzS!kF&f|XTQ=-&-htm08r@9WmRfOe8 z-@NK3dsspKNHVvI>Q8%itAe#W$=?}Mv7cU6+rx%o`A0aUJCEjyqWcs5LQyVv+@?1! zsDNEK4y%kZ)^s;{Kv%buHHfNIZY{1ud27nf5(h$daS8|!MbIu#P{j{0b-ub4FlV zn8#)BUOuS!$w!~TLSi4m$xUS6w{h6-{knNQ^trl8Bj+Q{2Ap;ErJ}s+_6u8)z`^TZ z6*1=PD=1?ZLoMzg!?Y(GyIKBpu{e(#kpn;D3vc;IT@`Dv3`b~{YCF!nc7631_4r=S zB2tHUaMszVKrmrvd`x#&mt62Y_+5uC;v!l{9QpmqPOq^U)R4?~E?Jav-T%z2UmIu=~E#+kQ zO8HZ#F}sgsKH^!Ro=J()-nSR9X}H`iR^ikhe9ryskwA^*Qp!J+hpcQ1`%c-Inu$hA z%IL6ef}-~5d8h#ako>wjC5_=W4jy^5hh9VsgI)_$FVKbx?=nM!Zz0+9Gs32NcYe*6 zOc>Ty7QM4fPPYAZ!Qq*J5`4-i7nm$7(r(fJdSLve1%V_A>`X6wP2Twio0YNwbx;0UJVUc(npK<(L7fu{D;kmou9+M&|326>3bn^J@ zG@fTZwsV%Yo4&cOya9)Y76HQDwhq(V(js)l3Ac7+Zcu3Bm;|M$Vx|CRjx7krINWvK z%Hv@%6(r4@boJoWG$E$KVAsgb9dK~3`c1XQ>+Hj}x=@U>!S98@nQ|iS;pn+f z<3df$ml^CIV{(w49GijcLW2H`?u%~Xf2raThV@CjmlI6dTa0=|5s3R&;M|_|`T5Xl z`n#=Q@u0q#uaahg7^D)m(I$^gc&c7A-~9ChXQPT^itg+~)^7HkNXJh+J_(MzXvMnF z0JFmN^z;TE9*-%n1k33dF*8>9pHbL=`Lw=+%=ao=3;#( z3PAmHGe$ImLTHT4nH^#`ugvSlmXWLUCw3t?R-@oM33Ym6Dti+TQ8Dn~kNgE9m&x&g zoGQNf#2OLr?d<3+q_JDlCm0E%ekR)wICCbCY%yt880#Y9b9o@oO5xE4Q_-J%;hl~4 zD=Izx#P?2_8gn~&Gf;KE(t&+mYl4lm-|XYb?h zf}BhB0oZ%v!(urH_^&4i*+)Xjd@F>^-AK<_CNKOP^PyA_v`Qa-LkXH8Jf<|1UEL-0 z6l`CverE9JuU|2Q+XlsY|HTamj$jf??AO57J>BBBznK?Ov>U?n3JAHg?TGe(pyk4? z5K+g>v-X>}ZP$&L*pvH2X4bR9S*Rb#)qsg=BlG(#VJ);sjqIQYBTB16$srK!aW+CWI^KEob01;=y;8Jz5RcH^H zvP7cgGMzRSJ7t-eC(s~C>Ut6y!qQ^r?quo_7vWjp(5O>?`jFOQ{K49+gE)0@AY?OqRCWvU0HxsyM50;o(U9KYsUzI zceepWUpj#KQeCn6a+D1ZSt0VpJ_)Kg!Na?`2W90p=JWh(i)CO_o^4r4q8*j+<-hcf zOni3W;~+`qibfM_2vpB8ItriIWJA|ir_`{&Eu{g*QgRZ6pACcFE@T&sh*Rt*(K#YJziJO1ryBo;nh1mV;nArv(eM2R zM<@deC~1Qyaf`_E|GY>_XT=VT%7P8W8JRA&5;;iYHlvj$8MoeRS8q-sVsGdFc~*-K z+42ovW6Xmk*3X$LloMgU*ZGV))K)~=CTy6_5Y?Ns5B`BnluKOXZ^%R;{W||Q)EHw% z7jud*xO?AV_<=%VM<_b`J)fhgpAR}mdU5huxw_Vr@K(O%Zjs_(NDxw0LQnDq>#p&o z{1I0Cm2*pr^3v!{9dea@9wqtf+!*Pwo5h$A=vubVCYrE@kV*jG6^kZ(rbOw8DBC=c ztaCY3iIK(>_Tw%g`el z6BbX07i#m&Cu|1&Ombs)znj&1J$0*=GM~LhBZtc{IUGVNT`$+SV5Ev{zyzEr!M3mG zf>^|=KTj*(leH#8QqmqiBjVP_Im#X8Uj0&L`y~_^2O00- z;a9Ffe^wB5;utbH&GWFesTb<9$n)F|)}LAQ_UX>aE6$HeVp23glOv|5rwG@=CoLf; zgi`I>BJ()CJ`S;>QjLN`dOdl@EE7UrRT?RSLHSp&^^R*cwsQ`f{lC}tTg^{-7Dn^G zq6^UbSOE-@;kf@*`>zu1wp4@#wQw5NHTXP zIWNFiD^@psX(&@k_UsZCpMB3U)iVpCWy(7pDpK|kn8L9Gl1ffnj;>G+XzZ_QSyL{j zemA~{Jl3WwlTMJJ&q!EqPxRc#FrRM;Jgu=5BZWb2Y*^)NyDY4l>JDHeG(%8<#b~3Ti*tTuk zwynmt?RS3vZ|B>a*_q>cj=6QMd#&qCS9$15$w)-)bZctssBhb@t!4FBs_@?!QL;)) zE1;WX<4YSHoYy3irA#&(olD`I=M;U)?}|}xLp7t6cr<+5vJw)edgm5}4Vt|ix2fIO zHgo%O8tRdVPMA`GILf^7I~Y4E>bQky?$2*1no9LZ`2rEa!8z`}U|;`&0RPH9uelq60RjHn?%7k##Nm1vdh$EFJ<+71|{x?7j^ZrO{T{vTL)h`>D@4A=~t zNMoN{U!MSTsr#&&))ODFz}=+NS^1tGFZVya?szUn6juqEmY_E-`fH88+t-CW{u!Tm zN>1afjVgI>Q5h|}ou;G7&-1p^X8#Ijy3W*{IDy`r&j@%eLZj0t5XzIEt1d|IX#u_% z^W1$On);_Sn?kHXe0~kllP~ib!8E0p+de8I1tTvTA2|t^O94gWqZ^+P84Ja$*08-d zHpx{H8W<>;YmD_U#mshSq+^MvX@(TH7=z7LNn11!$Fb#Z<`O6(%B%b^<1hXrA<#`5 z$3I2xhNO|2^n@;;_#iwyou$u7TL9b2eK1%A6Z*rrBU1Un<3|@?@-5=UN(+&@0@@0n zhams1<2{*8>euE%bh7%lmwl)xP{&969Aj#oW@PFLnB6|<{siuCeh5yKh`F7B8=!}b z?eBndI#Mp<6-^tXdwZmqS`I&JX;DM|JUtEZ(LM&#PNKOrlld-#L6mobgLxH5f|BTx=$ROCU+HhV*RHAjZn+EjAe8Q6I5G#x6 zPZ6_gsLbCySjzV1{nOMQ^pK&i8aL?n_7G>4O^QOR*b2Fz+M&ZiKcQ1Ph7bAHvx@-W z;1wPFisE>t(m7EliY7R!Q{+F``Cl?FKX}x~h{7uq!3kf1{3kI{6UoBT^112YB z{_A}I@tpOU0tSaOROEouWE^Fhk4u+3QT*N^k?SG2zD0Q+K&q^l4N+iY&5yDL7hc9X~AG5a8Yi!o~pYU6uH>4>z*GI&m?;D72tgY(2AejTc?ue1<_vvqCG-Wa60)de9 z#(fC|YZmv)<2H4sG~f&UQ3lgr)e$-fUzH#qxWacdw97PTuSa3>Sk?Z15#?8}G*?o8RK zV5V_a8*C#UqBm*AU$F{vyo0&->PCNFUS5_Pt#HBYaSz-n&&Ty4@Om*Q%Kst{p;Dzi zv9^ZieXr_0fZ6pVtYl_*0uDKIl$koJcRnumxfB}D9I+fBs)G@VojSP=l zhOQ>v&6VXIuWAkjZJL;s63$%rz!EjZ-mPSdo?BNZ)Q1oVNKet+s&<4jY1yR%KL`kv*E%I)vs+sH;Ucp9E~sGp78lUZHj|ozDr z!ng$m?ih74CadqvoM~Kg)+sn9ii%W08kqE5-y@oddm2TtQ%04a&ob24v|C}IBk9e| zr!CIW)WhTVu(4yvlMx9r9Alq^K3TG%je{|pOQO|GN{wE7_O!?#Sg6rf^!8p}Bd zU5S2cB-Q?9-P9`_G$T9tPORbR5H7W=s0KF5rLx5XXkSwvUa;T-uzT!DvAijWbh=vN zFHpaZ_!U&3eHitGvUq9SGXm@R4 z#nTJ5i=+5nD8cZ9|IpduQQ&g{f-g(M%kZc`tC8z}%f2J2c(0d&PG2kQ!hA)^L26s& z??j`)7ji69+(HWw!+9GQ_^+E#+kC?gg2{Xeito{2Gbp#DEy^azB7A@M-p0uyfNE5vg;jyLSD0dWIXBhF0&P$a`;LQHv9X zoJDGq5|G-{Qll0wO6VC61~WrO7<;KXzMeNJYHLp}bw02{RCay1ecbDOCV&C*gc^b! zmz}T8A1|j-P<9gF5`*JVEcTDM^iMKY;q=D~#~}h|>1Nl{6kd-<5TQVxa-2?TF@dVJ zRMg~EMbyWk@78&-M_i!g=7&k3W_hPElzZzz*Nm{t(WY8mrLP~LC@9;X4m3Lw~TPio_4VHZr7M$J)evAt0p%FNx!j7nE&dvYFt=R}wO^WGmN$v-A0 zWttqR@If|8!4j}_L#wHBcl;|~QO|JpGOv7gG&PWUuR0trE=0tT=K{hNiu?yOMT}8O zF)eDG0ba07zM6U>5SSUIPFKS(+HfMnc5z+Tnw$KvvWNTVNX;t!kJ`zJT!)!ge!juR zlM5{*Hz6TO4>pj51yr89yRf^m5Tom_kmsZ36TXDmpO#G{OAbhvW zTbZM6d@n9-vC5Qwzq?AC>)}$2QR=iY;B{TbY5RLx9Zpbmzge=+DtPsJe}7+dT+%|w zJiWZkV&8ozVDN+!kA0d=>g=DMMh*xF(DZ)4_qZ?9k$&yWO-Lk4C&h^5z0?*#I9 zJuhB9-#2BFFeY(`)nKf^B_`sFr;7cK&5xhEfDR)#Pt_M8kL=p6V9_{QW%sY>4)6Lm z7|#8npf3=D9@ZC3EjyG`W9ti7dH`9zqBi(Y67ZVIh93XZekeIJGcSKFP!d1ik^CCP zDYHi`kC?EETg+MZZL820_!AVQ7}TV3OTGO0@RriZ6BMF%h&QA7G`pmE@W%*=3H?SP zw+Zm`hVgpx=0HReAA~nqKA|R@8BnT^T0{A*j|tHYy%sSJAP{mVv>|Zns=hI>9fp|XvD@^?^hm>RVYChzf0vfMaH5>(aUpI&ni5VOnpG}oeHhw4j?OK~w zqso;9lfrID8RKiY5k7f}TQp(cnd7Kn))+8<6y6)`vz1Suifiu_i~zeWlcL@;pT^Rd zna55Mu9JmAM?u3V<)+kyWfs1293ocA1bN1U@}DJe8=;mWqcrt+srVdhyX^R>gtX@m zPWIZKblh$6lYd9bOK5-BLYrma8}0O`^ykrRyJ3kT$E`Go;M|enUEEgZF?0wvmEDFN zt#YHYyUZ0U`TqiE)nwd*ipu1adt2KBCm#YNjpHukvA?K!Ju^oJic(xgaLXGR5dWew=1g3`WHi6p zryXNv!_lhV18SNUG><|vrOYhjxv!5}6rDRpp#=Y7TrdS%Gwf{Lap-;Spgm>C8ruso z;m-*Cm?-p$<43#5Yboc^^Lxr$($vui*10UOs$|eRI2)nG;f3-MJR_$QLveQ}cm0*h zrN&~)q69qO8ww9cY)-M8m|0Kb*op&q9L~kBL~Dp(eDmtFGC;E~(baeRP;ctVFR+pV zR&#T@y!pirDBTSAYH;*B?Z9M$7ks^FUw;rS(x_4Vj<7Dh7)_pOu70u> zh)FqDOrdkfpOCl@=o1}ugP-5isKFdNOXIDHj~GYae@<>-$~?D62MQWTlrqudx9;0J3 z5cPNAH9MvIh&-Eom$q<}jcJ(QY!+xju@tY`#+#CpFVc81suT7!u*n>Wb?O#=@7Z7m zZ4Osjr}yNWtfQAvR?_E#H|gF`kH$`CRIZMrcA~vNaLYPks0x|Bu`Vyaq0jfvr^a@!9>u;rDe7O%;Du;-c*dPUw-#&4NP^{O`+2r&N9$Dyxd?&AqSUTs(Nn4eild zmCvA;XBpIjd#4|6~_%nka_B37m;^~;!RvM%ULAu96!s} zlbs-7M1A>F0^pEOIL?DfGitejjz3_|DWnwtv5v<2nukuDZDzV&Ih~7E?zMKgVUDpa z7AVh24#$9t4K?_Fog|`sB5@Sebtfu&Yr@a>sV?zTO<>~6`x@WCP!NykMuBqaxXvF- zG8qvORFk9cjfe(KfiHvcIzbjdSu2^pI&K;eC?A%h006E z`^x8RdP4P`+}i*fiFv9Pa8xCM9$z^p`6LR`2U5@rtuC{&uh(fXJhDy-+}-pBZqMx_cAO<^l5`pI6 zc`Ey%%=eR}wDfLJs8AT+9w?QcBRQtT!^2%o&9Jw(Du2FgW|G)&{Jw7XSwO2@Q5tlG z+CKt_L1QCMPCog>H@f$TB3aA8@-snwKsB>7iO#!` z_}m_fSTQ#|n22)zMFpnob)yc^IZ~gdnt6>glvKRD%>(_kN>ln4DuN>{67wTsK>vxy zEA!>U{_VnjikUapl0kmI;V=&;D<9-+a^feOtsqY8{W;)3X}WAxeZ*ABU_>NrlcH)W zqG3_!N&BvDgb^3nI{0DODc$Sux9U3eP`g0a`(N$k~YuFlg^-H_YUvqunpuDadIFb*u(hg zvcNxcqi!+kUfyv`^1%P$_RmUr(Q8XzT|EJ$(uA%KyYMe1UHn7Dv))MFyML^h`@KV; zVZjv}Obrc))LVU(u2 z_h^VR{qPXuX}a)i3{P`jJZ?_z_vNKX^N+$=&B<|EVe@ooi`rPVD)2l^%CCu}ET)wj zkeQ4GBK=K@AuK|U7Pb@dP5w&&7ivNv&%7RfNe2u$;>*q?i(G|Amh;rsKM_f16j<@?B`2e@ZNui1YD8L_^HBBw&fx7*Kq_@;Gl0M!2T zUJ_T!&0^T|JJLt;UAmm_gTRQAPJ5tV&@4k76YG&6JL}MictXg`Dla^K^5#+)w-P_ltcY)Mgo3^>QhwO>_E^vg^r?|vZU;n zT4iAyjuqOqBFXIB(jc`WMTXa1_}UFV$Zp*hZk7|WceEViYbab~KR#<=XH_kj zHQ$G^?;Fwz{s@sl^d;(7R8k&p(s?)Oe8Bwdc_@nSctUcHq^93XE8*C$MXN(s<5(-R zywvPVRd^#$sT{#p?*%X>YsdEV2<3sx>PZbVC+p(TIt4lE98po)e8I>O7Y{vku%^zn zlxHXoNYU#;u#xW=4-_dF%wftCaI|C-4>dJKphq00ry1)rswRT7C*;t#v|DoYSu;@fO-%h8ludF_M#=1r=ckL^W=Tk&& z>gMc=Z}9tLCwj%F9lXduKahkHR~!F5M$R;IWi_VE1E{Fs8d)%G!BK5+4U@W>MncH&r(dY8t;M&1tRsNFve|ImcR0tTz>?6y89YZ~ zR5ev%nq7L$O}0kJHOg z1Uaj&V#D2=I8+LyO_jiIK+r;KtqtLZo||TXB~I(av@mSKh*|c87r)`j5aP!2ifp5z z+RcgLp|HTSPK_}6r0af=S5AW9FT9sN`awG-*3-9B_S~7!CfV&flnktI#FCRF+-Zu2 zxj=+-rHZmXm1YiiV}%X|bfrUiHzP>s(_T9m@-`-Gy5=1_?!G~yjqW!pa_p3aw9(~l z0M(LgvQj%xSYx_#WYT)hW(=oFSHTLJr=TwZ&S z45ETgT-DJ>r!H0-pbgk;0}U`XF7rtM%llpigfLkv2~K92hV-4sZ|Pc+$jsp6k-)Hz ztmmhJrRQa#|CB`p*B$Hryml>42iYx299$Jhnt+8fHT38xtG~K2{=^Y|h#*M`MOdTs z0Kbgg+_W`2R=^&)3G~577ojdZSE#TN9tWm|3@meU_Wzw2ON}rpM!y)FJ3WL!6#nt6 zQjY$Cdt^Rd&2A%9lCG!Jmy^Wqtw4uN-!PFb4Q@i*+nO3qbCAko=Gn*fPh^dIV^9M; zBp{CWV_chOyLI4VNLVuuh#mF&h03KJ6TTUpaF8E#E6ey7R zu94cW+cMrBHZu>p%Wh3f3STLbFLczh%FVU#-`(p@ol6#rj|s(V@5sdKqwrEDaPaJz zV9VQEe|j>C{HB<(>ovBnQ;w>c8B7yGNE(s|vlQDm-^i5ebihb3YLxx1&@dZ0kylW} z{w$R`VZGJwGH9tH0IdPP5ZgZ!z?JX~H|^GCHEw;%i8$qP@gFuU-uMZ%kPqLe^moK( z4E`8B4wiwC*EJR8y*UgCO=ybpY|;qz*rRg=HlY(1+?4aN%IYdkzx~k=c_j6WkcFkJ zEZeYh7YXw)Mqu6M5(RCfy%|z^GPtD)9ynKs09qbz(sqlM^*a1@g!nIisOqgw`pA5= zwiEOoFd?3{gvpM!bvu=1#kmX^T}{jBO^CCpk}PumI} z6pN672NH4G2|@__%HpN%TrX+a68R@V1I0vl%l>#PV=*cE#J&vMB6@Yn%81w0Z;>VO zKUJ~KHIu2#E_344^fp{#5Axa~#`fZfMfA^`V)WtAJeJm!f`Wr)^MDFj0vG9mBebv8 z)Lm+}Nr4J!$}_ej#elUP>>t9M^MJlmB<;j|u*A9|#o3lfWGFNaK1)W5$M(NobOt&m zRqfR!ZA4K_4%$@64=tyUOMQMD7#qX3knNlSQ<;>^(PxHxotZst38cs_dUY9`yX9^! zzLAGT>b4}#9PerjgdtSyDW|OfSOqV|fsHbGnV~q}+f3XcC_&WA#>)HTTQvy=R$V~L_OAI5)D#6RMn0^eNQEs*KPpL6t$kg_FsGyFxY-qV|C zdY~1BhTI%(45ju>hL;~Z7o5uZ>TpP@=%`a2^ddsRB`&n*|Na%2o~M|-lYrw5%I z@ZMLm)e?x1W=6oe=QKJNS>!zBu34Zm!@ecqk|~kbOINTAK`*dT z>hU8IFD1hMUj!OmU7fSJ|3#deV<{;I2>5e7M(>|&u>l)KvQaqDLD;-eZS)xX3h*&0 z70Hcdcp3`-a2e5chogv3s3R1UAp-<<=4co6016ML$78nc-V&bgVp|*2rOUQsnQ6Yf z*apC0bL-Kpk}3aSiH%$dPSdsg`$d>0o%xVEeIADk_K%Z&eX9t|4NlUb&PZ0FCfrnd z#5nWVNAuJ^Fo&3*P`Tb06UGGA2)iHgNnxpBY%VoLs+NDMaLyo84zQ!lCV9e$Z7O@^ zE-Omvmsw6>VTNCHJlas-SUpZKe876I-DynHJFXc1fp zJt(?_j~z)u-A|ezuq1Mi$u`G}&p#UN^N%K}u8P|=YQC@{Vd$ZKr2?7+U181BTDm|c zw~_PV1?7?kVIcSH{%)6&B^HyF>0Rb~ZR8eXNGQoZy?P}BxRva(N)@!1-o_5$a59Vhy);tRLe?!0FMb&y{h(IUF!#!HBk6t zET$9gSs|c#KkZWtgI+ZB@pXkkZ!dBOO)U@#mhZu5EA*Zc`p>(~4|Is~$W zJpZKbBI?~x6^6xl6B*AG(7dRC!IfB}PMM!UFUQ=KAkQ9wJ)IqG^*XueSXJ#`ANq}= zhKGk`oEKri!1d4xJR#C=vWgqKpX$#~hq4Xd>T334HcJKBA$$D38MKT+c!FwvcsG-6 z-}VgaS*D&nwzT}R7U_EpG5fI<_rNsfrFp|gp7#nT7Bsw2?*mM5akUA^i@rdEqoRnj zQ^K)z`|})Y#r(xP**BpfG?K1@rZAfa)U*5jG(LkNoj^1WtM*x)`ahj6th~N4IqmbJ z1AzePJ6;NQnvDD#8zUxI+2@~nynG(K{MhH_V z4IVHOe*9tW4G}j@;>erVw%apzq=%~Wy7%4V>T)wk-QEzxaiU;C^HqLE@HCtpY+~|_ zmh^sJ&;Vbe9Yk!N^E@nfXVSwntcuyjBq-hDw`-jZR(nq89A^M zL9KrY9WWes!?*AG<+JvC6S35TO5mI&8*3!Y++!UAXO&`>uRdCoxs*`41H;7HYcGi z?Si7-*{l~#=Hk*Rm2l2texfoRs^;{iy_xz@Yr|f6sr$_&Efu0p@j&~0Ov}c_W$G2q zXczI;A>O{xQ4hB`Jo{Q*Qi*J_04GgpHG$KLKTV;YDdqzGH(P%OK?FX zJh!`6Zwu_!hbP<&eXJM8=LIx%IDXYnU^PMj*-oND<@R}qPq^>pd5ocw9clWeEUC8D zDU<9PB?EjGW~Dppv>`c#t4P$$gebd-o%-j~pOb^V!ND@A0aLW%WfO~kzI!L-B8Da= z^#dPiLy4MF`&75h0$Jy&KU-uFU*=NUZTOOF(L*~VMJ{=$?QmK|Rne?iln&n&ZhQ${ z&P;72xXp*cji;T1MLK}^ULi$8Knf#N+TN-MnXL7Ut*eX-oz0An?B&Ka3U_`bsezK6 zi(@{e^(nKE<9+JwUC|nT5mTSVq%+>qiqeHbnBBfHTGsZ;X?~91BXb3tVS$GF&lP#P zZ9h1Enoc58=L3`V#Jr zV_3)7?O{h|!v!4J@Y588!jF~9G&}=GY2x*ck~&Y>c`hyiW%!-J|>GQ&N-8i}nBA?xtljOy`0$PWT}$MN;@x88Mgu7@1(e?4^_3lL;<=ug65u z&^53T={!)YXjyiDP*kZVSpag70Xa`_BpI2U8#;1hzlm%Y&rPS1;Nwt)X5ffE9+QfE zE#RxRRzmv8lWU(@GrRr7XEEu*Xr-w>?}M=9TeM{I7GGDH9a@)g{#$?00ZHCOr;LG zFZvtWcnsMk3!6-Xn~r5c(P$W3ypA5*ds^Ro?GQU!{dHMfOEAdBZ_4&8rVOYBLgGv< zKO&PpPt&#sThWP3_+E_{kB&nWO}SG1=1|Mask58--)G6Jb^Z>9@(dIGg^YCgQBzv1 zt}W>!BKaCt0$KO(MUX2qyz7uDfi~0>*<;I z+e6cgl2P7di98+{De30Ko&c8`EsNA*%B(S6y!&~$(Po+vI6R# zDiG|544zNBX||ecz+$}zZcZ_1r8Bxf!U`XLdfZWmtQ>(0NQB)lNKlD)0G?Mwf)jI$ z#AP`W%mU#TQR8Sdw&u&rwA}1Mj=b0MpRXH7L3(OS-K!P`Vv)`m=Ib>BJA*Ch7Cps3MR`4=*av{v3c9?6nDNjsWTERinTeZ z*VIlNif|;yK?t%DRd5bSMhtS%=ON5<@?1M4o5yN6#R}6Fmpy{_okcHZ#Wa|<{!>K% zyR3FMv1%`cbgT$MXnlzc4eOoLVXWVvwcOq9 zohJ5^D)e;OBq*D!>HZ?lYp;t*PN}WgTi}ER@0*$8rxD>zcmV0q&03&A>7FL$a5!mF z4h6-Bi5C0hkQx$3FYg&ZEzz$VTBa1T>jC_;K>}JmQkI;nCLYbGiO4ZC;^uyp%TYbeJ-xK)uv{V!~7~C*REBU z8+>v>P!vhgwX?c~>df=YcKwC@hdbNNl&mM;`ZipV&(LmF zhQo602zomZEYw7JthsOOm_t}7Chi&z6e$ugQOaX7jaH%-Ji&Sm6b&(shH{BtDK_9i z^M#d4lrSnWVI@NpoW5@+2IHFUAMM(J-OI{YAG3MNw$;D`Vp-`Xt}Z!fF71G<_oA&XIHeG2p3 zMRAQ@DAm_{*_XC7gKpN| z526`yRHySDHbhW$iWxnQ5#zETWuoU5TUNhrw6#U+XY&wZyk7%_q91I zGBe`eR~x89zJ`6d7vGGP$okkUv*3D#kSUYjl>~ERlksk+?=o-axQ4jx%}4*iw)}eN zhV!+NFssM8aJdqCTP^#PGFy-Nz9bUnGg@e;qP;u}b;%79__<}srNb{(AdK!TyEfcO ztb~mre14joPraEr(*l73MHd5Y(!T6@jmm77GiaVW$`sCCTYY${z-;=nys0#sO z5(JCcys~Ur)G{Jw))8LnkqA5_osho0WJi->@LMorLmBJ2X<`!q^S2T9aLE%Wlr3JtZ}%Q$V^WfRu+BxE)tk z1S8XTNCQ(-aY)70!MVtFX9}L7eLGw52Ss)DQ0*#{=bL?=+i`%ISDro+`1x(&M|Y?A zIK$4`A1^GP7TCRtj=0dvEU*veu4b%nFxQd4H_@APV(Um!cs1R0d4~OZ1f=)wa4mGmIbW=av$(xEHWm~F zlvTEdrhz&+FRpXsg8%!Hn@i$#o3<&Ztu3RYL--@;*Llr<6u!i0jSElysgFHj9;(o) z6DhYlWuxhz{CRcGQxK;NR=S_dEHe&C^?T!AInoAxcZsePx)(`H$~tw7eNo%4o{cBe z@7|R71gib)CA>F~Yf>~XH|);>vIoXhurJnhIHu>hKfUF^p669I4?*Y2FS5o@&obve zz0f;4xj#Cnv(}kmd}YIO#40Sp#*<=rRW9RaEpYV5;~Ef01RH#AKi=6eS=rk`Tu}A`!SicrNy&&|zCN5Xaw1At-}ppU8{aXL8+g2zP3F-ETsbKX zjb+ULS+Jy}(G{|SV}pXyI+sDEi%V%}D=oI8)cxEbF6+Tu@-$5GvP$Ld631FD2uI(N%O)Ze5E-$Tj zNA!c;nlvJaGTBgNOy+XuM1#LxHi)ua(sCvyTQ+%{SCp-BJXN{qe6{bvojVpfoH!vN_R$fnYU z8FQS`LUH?pJxxHgivN~NZ%Ji;JMobTXWTNyI$~imDD<_tr8puDVYQk3lCIL`Y^(Jx z!=u?D(y?(ojss)tZ&zHxby$9QUY-o^Eb^xyLsPSQKGfOy&`<>ir2YTqYAI)D_O9m%P_Rhe ze=}vxdDGM5RAY08M(0`L-)8C4DVjf7VKqrsLlSGzd3qsd4Gc8UAE?{$bR z^j6CM6kn?4ph|DCihBDzXWY%pe4hG;y8=uCPQo9dj2OSVRcym8A~f><8GkF{BS$&)1ZW^!BWbvp0iinUNFb zfT7VX)5lwju|V^Ch8?6!Wg8JRTm~DVngBq_iAnkaZYbJG#o5_-_kmyMttty&E1tYRDdNx@J?l8e*KV^2^SrdagG;JXbab-?O|(h8 zqSkO&JRpYW-Hd32%^u17waHsjR1^lh zJRoPi%oojeR{f_;lNEM3QtDy6%c^1YVBOoPM8jB;RIpseSK;u@HFdH3=!yrOJjEK@ObMIWA95WCeTYAM}aYd5a8NG=}ZMOqjIlK-?$?% zC7R~^HM4xuycaj5tKOrwLI&o;<{)iV79&n5+0{owg8jOUiM3PB`ZbOL9w{9$=eJh*L!G&7yA;T7LzX@#7UCC;`7G$t z^<;zquVq!8IKW8n9Wbn^eygTJqp8+lDDn>EfWibm?n;h3_~w?10>?)m<-vbDv7Cts z_!pT1#-u3}p-{TElc;o(E8}Jf^9SbqZV!m!H3Svz-hO#X%`&LGVW1vDtAj8H92;$a} z&D{y;Y?=2dsCybOJEee?_)q>$#1fUi2`+k+b*B=uMZ^PYn^TT-0-LzSEl9mX{lTSx zY!E}+xMFlm>1;TAt|c}D>Ckj(Esa~6gwhYWaxWhZ$-a49%&IKo@Ux^}vTPMuB6+%( z%kpgE&t5fu$(z1ZfIWjusJ`FERD~b*>So5+=Jg#jQ&$wW=Q&dQqbHUW{xe9Z>BCdU zPDPK)G|NXt>a!GROW<#8NcsTUAPm-Uy)nc@jCrCx0!@VzGFrp}Gw`EZ%Ew2t7DTXM z>1oZ=!&S6mw|VDwkqC7wo*n6JjR`4-02p{Vqp_>{b*MeS)Y15;rAw8KhjM#69A%sy zJ!YpeAAOzh7}AO^kKK_+n95dDVVOaabO9Mf?3g(LQYP456vY*_z@Bmnu*vuq^fV1I zM&B@p8y$OLb?f?73EHrbEJV#07;YGDOb3>AEvl5`S7O4H>!(P|q{#vFZL^&ezY_-f z19KVueBNCEV%>;i#|>Vifl~4Cec!_F?b>oEhhGF?W|IGKkpGM$rXFkOIwMK%xkT$W zR#aJ)ArrqtqLj@|MhG-jQ~3?jFn)KCRXU5qz7X@uIR4n1N?OQD{jJU6C?g7fTw(Ct zPcO=Z|8_-u!{$iD145wa zdXAuym#V~@@L~vX{Lcp}IgQ?=J?`l3s64u>p5=;Q;&sByC$DN8g1Gqh>=P{krFcLj z4+Y>Cb{*XuE~6#i(4g?C4Cwjo3@x2-u)2Fq5_9?ko>_Gn2Uze=wBe2XvT@1YftQ>d zW@T$wpiu+|`m2_vV#W&e`3WknWJ+K&RxgU<>N~qZEp{9M>K!ztgcmG?Vn<4Y9=z#c*S`goLjZG8H6;j# zAs#o31ra8G!9}qbH$r!ser)9)f=xr!AmjpUlM^x|WPSN(@L9>WSEy#o#ZyDT>?um! zSoCAk*X+!jdo<2yMlV4^-w<@-)xu_Rvlp7i@61b`;DW%jnl34h_+JS^`^BDsFaz|6 z3?I1is*m8V&GY+kl@~5dG}E-*5t%kJf2euLxI|5*Z!1~yI@wUyVX^H>AYfK~UBe$! z8B~wPTEW?-9pvq=VDMAnY`8WfJg{W=`dyC+2pJa5ni?)0CtAqQL)MkqvU2BF12={D zBO=t4v`(ae#v=6CO!C8Bu}rynHMVJ$T1O>y<{fHV>c0uf(Kj*a^4!~?Q*d7~89teX zou0opiX#%FDIP_`hK(h)+sZnIuyUEw6=bDr8rW(~v3@a+yE;epjDP-S|0}d5bVP@;DwYH;^MxtHedc6 zAV_+Fhk=PmML|Ik8^cVl{6B_JWkZ zU+c~wrn1+V;9mk8jAbYHvtaRx2sDpnWc@5 z@+yEwb=J#EKV1-nW*)&?TM$qqskPo$rL54A#EY9ciK2Te(~Qkjvicb1Qs^X0VS^ua zD+&^TtQ{a6*VbFMT4=~JTSB#m6N~w|-?%0h!PgpCS)#6uB|*^#E=Vp7dgNZ*w;<-p z_j?p=I};k7e{f}5kl~2qGX}l}27{ULmt0}^p+iKlCM5q2d2H$}gqwf6po25FSO!-F z`oGcqQit{xmgO?qD*1M^M%a&loeCy85~ z?xr9Fv-=tdqp@eAamjc90j4;4_rmDaay#D?9+wn+3-<NoYrQ(g^HQ#*1MQm^fQ8mF3*L$!S1ttKnsvJ(-pSic{! zXuy_KZf%|Q`VO@y>um3E;2liP0lOHU; z=~k}z3Gy~6us4NM_W1VGA21&RbTf~Dw$DUgvN;&j2lUNNXIn<4sZ`A&brZ(RDmfGdxb1RG;{RUbXpPoZ%&I#3ONGWRf8{espjMC}yC^y=ELf;pwK=nomW^;vs}Dj5ihF0t z`Fvq}u}^v*L3}EQbbAQY+Bg!VD6qs-;N*)%$^WFD97J;7B+o0~bS+tfX{u6O zm~6la3LgceV%t9}b+?8G6 z+Dc>Id~B%Qy1Dilpw^k%`EgCRWH;OQ8*Coe?O%4D3=e2$-Fe}@XI3*U0CR46S83kx zTBI1XT3l5e@m0!`g4K?Wr=tuZ)to_xyRriE3vnOwfda&?A{fEsC4rZ^X{pxWGV3kC}n9#lG7-v1n~{s7;);YohpdsitH zC~!}oX)Rat_X-|~Q3q_0!147`qsOmOTer2mT z1XcD>jjH6+n;Fz#V|i$;Y_R`rNIIbZA_Bf0_}|p7bW%pwdD)yY>^SDiDCbsA&+P(d zmpRZJe#$Qk_UN(hC?n4|zZ0j@?S~FI)e?gm-Iomaj=Tm$El2^-=dMzJHU|_@rFnQS zww2oAQ&QxCtt4{Sd6qXrBzc!H4 zoYas7@#;njy-$EY`^_YVt|7m7oI3M3ORvUvz?1jbh{GLjyBgc3AcjuepKl^d{pPZv zu<~zZk%F@p$7mv`ptgp#;wP-6WaC)&e`=F|I!!6{US*K=#M7H8W#~jqYe3A3S+4t9 z!`5{U_==5Awja}C9ZiF&bY3&%a;p#pH7sSyR1Q13kH(cL zVv7^?-mG38(liBUNEy#~zfb{>&FB?52z<4LqUgDN1v5)SYT209|G~ap{=cKM;KuEB znVRiKZTM7^n!=?Y&4y;cP@9bk8Cv-4>mYKOqs$4sA_ak%n9@-^3>3He5YU)P!Q(CD z>vnnJ7Mi=!U^uO4bS}fS$@6QqI0JH6`)F2@3)Q?)mXs}X(c;LHB^_u0uGoG;U;Oi2 zmmcq+VuW~&?59cv{eZRf8vrbPFrP|*9+tUdJ#=!}CcFyW6nDcu^gx6IXpI2`kQyCaHPr73*8j<3*| zLru{($`C)g)zoEQD<$!yMXTAraQ@|Iab6AN0UYBMrW=j!(<#cN=7`_Q`n6;ATv{1( zZYE6M*J#H>>(kIJ`%%+M#BLv_Nylj*xcK+|lQumzQ_u};+K9p%{>#)YRqs*#E(Wbow8TyK~?==9`oaLrL z8~%qUwqiEzl1p$-Zj+_^oaD?-LU%lSlw1W^UZL~)f5v}oWoP)Yl*cvZJdeGO@>^_d$D5;DL%Jp z{(emr4;838Lw*1)O5+~V8nb5P(`##Jx`z~W9n(am;h5HhpJOBiri9Fo&a_NhZgZ9r zmt!Z%BI}!a|0kFLskHViW$W$SuNYk0x)L0zozPh|YHM{=!%$8||x%#km6T6CSrJ!5%pH`w7+fzpMAEo(O2z677M2}ys!H5&_bnQ_d7(i zGr#KH6Fb5)Mcr70Q@yyXMSR<2R2@)CJEFs6TErI@OOvdWepVrN8}J9~{nn&Ha=Z<~ zX?}dW;28eP7EyRlHF&ye_cV2&;`J1JGzoGj1JR7XW)<{eR8(H|N7Ptio)&E@uN0q< zq`p{~0^6t8Bgj!$(eAWX(-J84^F^*eo^)CFF<=20=F(7h{(_xP`drKlq>MZ%VUNEz zmM75JMLt4pPT+4Ibh8Sc{)v~vc~-*oRe95(@ENc`xrf$7~(K04nU2z7p=I#*7pOt70E*iPu+MAYve6*I@g+%M)d zt6gO_yL&w~$``e1&-sB}Uf()ogdQEav|KB6xl}*=e4_pqWJmK+Xg)C0!WusWbqK^*bH@0s zR}K)NqF5;iZ9|PI6uF9KrE|3HG>)5HIHGHxe)Sys;&3lNyYYm%%WzDdI>2f|Tvdqw zTTjXt!EOgagOQdm%3PVs=bB=^Mh5iH4Lv!l%gO7v<}pZ*WOE?z?ohg&R^ngD?#i9B z&5rXTQBnNkeocL9@Tx`GnTKAg5;ENeGyc<9>{X*h{Hc?t*DvGq)5G)_vf=`jcCAwK z6_@1RTs9rW?+jmsP8}DswAmM*>9JuKrgyI!G7N?kY8e!D5B`NBRopa?4IiAzXqSz! z?}$1E%Ne%fTRrOX{=*d$F{IKvGoSwE7Z4b4$;2Y!hPmi`R0(zzXQ9Z5B-0U{ z|Kmc*V^*&4gLFLV$T5_QK|9;Q-k@bgTV=hAnEiW@QpUu^Vu;>EZT_ruTaP!jS{j2D z3j?rF2m7Mzb(Cr2(_f1u!uT)+=|oov^rW2*g$#jiK~TPjMYUh2|LbQ;Q;DxcoGeJK zwZ`@6^ncNR=}|jgG&j{iyjdU)y-`cm4EfG4iryKhLvbCAbyJj2x43wqsbovr>@-nq zc-9{DT?2SstYtpb&&4Ji zFfpC&wpZ-!q)J=V;=mhir%3RM)wuPx??*f_8&;)$b%r;WA=?zW;2^T_Vm@*wA!VgK z%^2W|9L;V07S3uf)g6L2ZhCLaCO`!z@3|zM#$jx*Op$&{S*V*oxA*|L223qQ^DlJ` zsrKRTtjgfjww1vBDK3_Pu438%3a;pS&4aG}>ux$@B6?c&94_Rl>}({_NNm?Rz$ijB zaJNPe2_O@Ni?HLll{{p3!#OVq<=%f>RSt%_UqPJqj@U;U{TxWIc2&vVWbM=_j%&^~ zx8&goES*v(fxXE$W4F6Jyc=kXPKv>TaZ~z-<&jWjfwS0B?i=ka(}zn@A8@8q;K*W zCqf83*g^9#<}C^QZEh|aW@_=kI3Vjfm&EHv^lB$2ZW<%@kC|yrmeYQJ%BKL~uqNT( zm6cXw3QE=|ee9GxCDqk&O*eH-E6YLj{YLTda&C^5J||azkHc|XW1lfzm~zrAWedp!E9TsjZ4}MWKHMt$MLPzsU&vc&bVJPmS!0Z*6$W-pZG?%a$bm z4DE(2A2%02S+?*6c^Tn>??-X+a$CfS9R{PA$DNv9#WdCB2NH4Vrg`$1_lF~OLj*!w z;Wnbb+a1GFcaC}&8h=gf4DCeS)AnI}3)kjIw zjdkT=ue)E%61FhI`D#9N*d(T!EfLRN_k~Yai37u0w|UDncSD4>r88cvAhXSA{$8#G zZ+cGEUdR{H-z+Amn+o{O*SF%1D+8IRk&e(rnT)J%Lv6^0RrjK~mD-YNL~_JHhHDiF^jovULH;wOH{rFok>PMD11vkrZ|#UmDt43~PY189+!-c-#8v%PlX z>56NXTu(WdQCK27OP-6EXtMAXdor@8L2Y7&LP4dAAvKWcU)0B1-|)|6x&J9wOd?YT zLe8|nXH;uPd$K*#LMDYHVQ9IY7vhEqG6zdC7tNFf%U}ijT^UiGlsTg}y#vOJj)m7# zrG-BQZ=w;c*jGSB8V+Wd`G`y~i2t|V8DB?s^^3j1o*3nctMrl4aq4aO)e!_HN=5fpaS}4n)!)+_X zSZRmstOt2BL5v<({Urdrh9js7=iH(6^$rV%XSg6LDJf#G-MoP;2qDqbO*7x%ncFFr zLc+?|1}T!F6q_Pb!jR2#X|ncefYj%OURZg;v>4x?n5L`q6w$a+p9-boSZQ;%nfgZ` zV;UQIf1A&AtN=!(!}#LjkIpVGHE{kH9&8swY|V_J!SQinw}xXB$A_SLzZ^}2f!^b0 zaiJlu>2{mWXx`YR%1n@`hmDZF;>h>@iiL#s>VxOgHIhmSgzza?Sp>Ut89PT51?!|3 z9YeaSu(?TxNLj}>h5?UH@!T^fUzXy74dp}TQ`OTJm_@y_ejWygraV)p-;hcqK+=4AYsz*l~l?JYCi!|zZJaK#Ivo_GK_>bO=W zkI?_0MD3x@^2vw%@7&uid3w1fi3WvwF5~#E`TJUNqhmq&yBmX+PF+M}1DyTAG$3LvB z8AhEq={_EG=pVci-iGD8V!iUY>-t2`@zUIND-Oz^Gm*`Sxn%Yuf2X-6LZ$M5QT@Pn zcJ`_l`Wr6hkv&?pw8rukP8tbOpD7l^C=@8Bjcg6q0(~Bkay0CzC_ma}-3;N{zdLXl z+?H+PS9d-c_ZjdVaW6=*q;CJAb|7!C#)4WMT2}UpW$(nkN~(Nb(VM#GV8=Gx1Au(| z>h$a{#KUv7Qz9sM{a z`f8)qQ;^w6Ox|bY-#&_v?k)$1sGU3GdOEK9d@tJ$)C5=&{rqpgs}0!aYovW@@>GUj z!In7}G+I2}y2U)qsOWRfLSU5#a#+<=|t@JZbJ9iRiMnbN1p4t>tNr)URquC5=tend67FzmdVSGBv1 zLw%vV*2`UI(vOqgo9?=D7;v3kUs-*nVp!0B39E@TVH+%FmBprB+heKl#0iotTIbd^ zR&Dw2CPQp)Y^%x<(P1L(T4=~}7HrX6;Chg0W&eptEH@_z-m|nemwl+b4p((Wqzeij|`8)L#4Zz14YpW<&WntvoCIaOx)6S*?45F?m(Uk)E6_L)Sk z>LHjXV4-6BWQl{QyH#a%Y+-+KX$IykP3rWnrBSn?H}OLA-_kyn4jyfuYH$Gi%(u@w zp^p_=-Y{6aVB8m_U#Tk6O=cwsn&Qji{>339?zi`hlB#sItiJo3q1GD*j*2_2ty~t) zA;;cb4#!N@d9!ATiBAO?PV26*F;hp+(swOW$Z&d65|~V@Sf-H!`o0+PakRitm?9^z zuye*XPCvwaYc*i}HIkcGU;BdU4LN?m(3!A9t5#`g8p?tEvCeo~O2(J>L%LnOt(>$J zl=nV)tGDC=pq|?bJKkpCh)>hSOVe#7&&P#P^7nnf1fYHMuBb`uFBTPe@iMm~Bk3Cv z`YT&Wo$^iPitPA1!7W5xYNd1f^r-nqQT|ViW2nnTX_{+3~554 zpRGQMD_xM84-Gj8N5Yf?_prGfviMdM7Fl$050^~{T58LKtEG(kejnviOs58EW=^OX zNjdF(<>>x8z=72>EaipK&y=GL7=0eL-&@m%K1kg!I>B~YG?!AvOUSXB7hxJm7Z<~> zeZtd7G3-B~NvQ~kG%386Kj+!~rhaH3x@330$eIjxmv@-Vw4e)eHr~KV)V0yAi4pqO#Z!0{fmEP302|- zlaVS4ieGNdF@%(=zK4wBOye!Ei(l9jfkIc$mIPlCHt`typRb$S)4Q1>MO^xmNmV)A z$jW#BhF3(;@;*FgmTcaidv-`C6t-cfan)yEdtr$4ugkdJR^rv4Nk{$n8dSpHq2+j~ z`)wqy^!~#R$@!<3J-?ZGx5)7fA%hcn z+Tzw z%c}AY)SP+KIL-CdZZyq8ExlHi0~R|S4k9v@Ek8Vd^nN4ny|&veh{gt5Sbg)~U*!qK z87$6p*Q^pxW##Mm5;7whEc5hiWmT%~^YwiRpG)M}p%n=W&D9Fbr>Z6E#EZo!%Y4+M($#!aBPWxUBsbDtxWZ0nVpBdW=%hBXx@I@+Ff7FB(5b}W{ zeT3#Shz%>mp&dc=qB|idd9mB9!ewJ;F4`n!@jZ$!AZ_^SSf&wZo@8f(oIrgr0VSa%mv+(_%n(xW}AMT{?UptnEXRjIb; zC%&8Yr!*RnIsBbo9!i;gyVroCPDTZ3A;6?kdX$M=i90 z^WBUIKQcs*jsQAtGMRrs?nS`(Z)=@73^wfOET>}ezigdL%JjA6oc)>!Qn~@&S%)U( zL)#n+iv59By!+lZr)UPygu2H1=+KF0FRq!B?0E9CX~VX|1B(s6C+vz@PQmn$GD7u3 z+F2&ns8Hwe$0y2R-D4_qN*r}x%ahLl4hCQhmk1X@ViK_BIc?tz&^bzGDKZX1)ukEg zEzuPkL*rX0+Ea zUVlbD>q&V^VT;n2$(P|k&BAr^;@p>mp~&?fI+ja0p!f8bWp~x$)%x%|=LN!klkDDK z6T@n&nRik|#+KK=ImIW#|kT7hg6GPVi3$q|@jIHepkPx$^R=dvA}f25b09Co}@CV!Pu=Z6)y{!^r6L>fUR-1LxV?Z@!8z81o!r#EzDvl~>XXvDOOz=JHH zv=t%OQAd|hXS5g5zCQah;*zc0$ji4vYN2Bi+Hw0XTa>t2XzlVW1uRg4841rys72GK z*PGK=8J3~?w*4-G;I9$ zUwt-%xyJ@*deDXfS<%s$HSGzL1Oj{J$=E4Y!|NYP1?FvaiWRVzWv?t7sBc?eqTNy4gegF% zb?HNe|6KIM3~r(*-=n8SrX(Bn5^KB3gx?&470H*vKK7QYY3DA6SUK|xm34_{bxHQV z&S--89i_haj1Lx;G(Ru72SupMmWhDeKIb8^k#hHgUq##0gf`iG{qrbik@Ve-U8%!=4WKv#54D51a1@^YgzU z^G!7DA2*~2T8mb%Vo;|=Y^vJ1d4Bl$`h;z7C+GmeoB801XzDy{zxQRi<>>9{V?%RH zHMuR{^V+_}Oa;0O_8h|Skfc<@`o~ffr~|H#UCnY6j0kjZrPMiV%e`Dge#p6$ zS-j~&_Ik*Y_0&-E1fTaqjb-u9ti$?B==F4*-4C^xjLK9{o(f>7rOx)%rWEGbC6_C( z`Kc%1#O`r3NVWxXbE%&g;`nDb6q-=Kr|7{Y=lP;=8kUthRK9h}l7GVSMmhdZL~-I1 zN?)Y+)Odh*vX${&+6UMaY1@rjAdBYyZZ> z6SrLn6;R2dVnsDQJY|&nJMe-!ta|g~r3;=LDzCpo4`y%2s^@faZFBvAzq02o z5=AEa?5A^8VpTsTlByxcYTrl40vg+86qC(Kp2Sku4xNv^(?!DhRnE0gQ}w@fnb@a# z)lX?fF&*5_u!|d4%4bo&a(segn$i2Q`4?LMddyc(!-)wvM|t^a+3pc(IB;|_&9w*L zJ&tmd>!jZAX+FjxR}Q583S>03e17r;_oo|jHZ=TyJ|6Nif*@F)21uif5OMe_*!_w`%1$q7nt?RQnu8S~fy)ij8 zZ4t|f*NQ#jh_@(xjz2RQnJ4C$eWx;Y0S5v_hC7$K+&=)KuG)E}T*W0$O*b7MxM&vN z@|L}5E&->z6z_~>ZG-s}OXuLc@$^E1WslvWqN-6wuby7EXzR*!;q(>cqk!#wVd@B7NWqtrIKql8Qb(k*oD=dN_{th4qSd22ONW*j z_2}ZcAtB*I&qjGZAa8QBpvgrR<5Q^hn`N`l3~8SS;#T#1{^=UrX?kuL)U3A6ej3q+ z5KKt?S$D8(S$#)3A=oFKNp8eOTuN^|j}$X_@JfxQfL(#{s}Ei^eZ~&q8Wed1cKv8a z5qpIAoB>C?#6XQSTqU+ZqaZCW*JJWacv`CQy9iuNnZ>W#i`MJ^)FGai+tkMi?hSDX z(x-3UFv;{s8VWb0d%P1B>@*EvRs~jJ>gbe)r-0Q2wp%hE(}(VB6Os!c)2&mjT7gh& zd?_;Y^tG+(bsmGtqz@K_e-%@uz7L>8uoT>1>~44JF_$`N*jtQEW=S;#ScG*y%)eaqS-Fu~-UThy;4S{lnhUEFimCl3TdP z<-0kix0cG*Om90lAG%Q_cx1W&c}qtWWvtn@@nY~qjbMkqIHzx|1xI;uoSJB*jd*m0 z`nMUi;k)G=hhZVwkSw$c4Uq&OMw}x^5EZ^awS$2w`~tDnG289*?Bgy`5}-N3Pf_%i zED$ak(Hb_5@T97?)Uej88~ZAl8nQo8i`!>)j{Ym3f}}uE$5D#1IKtSg<*=R?@bUQQ zpO~!IZym_kI7ki4tN(O?EI%qu=Yl4v`w!O^lZmR?OkmyaUGPSp$NSjK)Qlo4M6Qvu zsDhnqkk5C58PXq3zqb5wc*f=h>z!6)owF4c7DW?Ti}@r?-;-hZ!J$E*$R1&>2RU9r z1lP(b{_NRMuEHB-@i!{HxMZxdPX#L8W(ylw_gzYMiK{lY`HYyfrjMZGC+KII2U|sI z^=b|2()`AJB@|C+mBk|*r6OgW_o_ltLeD;QNbpXa%80b-cwNkxCs`tAA#B)ajKy4~qZ=8&X8paAY*``8#tKHi265Q4y1D)}f&-xpMm^V*uVl?od&sNm znUFq%o~7qDKpGKv2Z?w#M{5L)k~>L6#!yqL(lqn@&XsN*sU$KPi2EzzlrIBT7Dy=+Chz3LC;I0d%0&n{8;y*a|`=BEr!vP6ZG>9qXSUHpoPu@2B;V7_MEka z!(FQcH%By+H_FNh0|;UFJU#5=8@4E|H7jZ;|A|q&liN`nua@s_d-fKV#ugeA#%tz9 z(M(@T5cX1dMCsT5z92;)D6!CSklHtZkdfNrdsla3KHG+=O#cQd5w($IGAb!yeYq42 zYX+xQd<}FpHJytyDdBN-;!=i5Rb;CG>t1wA%DYZ+&`)pc5L7afhuLGNsYDvB{{*(oqYtuQ4 znexT6eplwJE9_JJ7XsRT=eE?UsD1Lqu`(ePMD|eswAeiCEaQ{% z!UL-3B8H2_%J)tz+q4FY>5nyLPfEe{nKV?qH*jeu`&wmnJq3tz~zOI8T(~!7T^XUC+VitVXKK-jx z%Y!s?O#>GMbJW*av?A-N`ht^j zQgqoea|SuFu(+Ht%`>AFjO@?!`ruW1`ViDwKh_Lyo0+kea+D=;^$LwU*VY_~t{_EK z$zBjo27Ts7cv;~JNjL%U(APb14MgD3azYBc^ z7+Q}Bk=~71sA^93^criR97*;qL(J(}lj3x#=>L*LY;C2IVoUH8x9SkIqw?^SkYw7} zYIja#_q}r6-Kj2Hk6Z_sQBp$6DE+q!$su|}4-SV62)iw3uXujnyW{XmT`L^lS&*c$ zUkthK8D!rvW>Xlx*wETyzz!IyGt`>b6=FlkD)=TdgA(lI#;Ivi6@RKM&V|B7hg5`= zA?yoj?pyr5DoXr=CHwNM(Lx1-LX?8#Q|BOz*iUsD_nX@^6;{ZXE$0;mk(-P)1#H=x zs)YSUJXaf$?%-%3hf}>N)1Lli{Z`x-h4ET|;0Rl@Ac^MB9t`bA*Ry^cW{cLmw_J?R zy{vxUv>3W~Am87aC{FzJODDXXJJ-F}xM>kH=8V4i@rGB*qnO<}^scVB@sUW(Yn2>| zU~vxo_qd^$&xH=330@*-10e}u$^J&D8k$tS^l$&EP$EPr=A-7${oW#5g!|tRt_JBz zd)wdbI4lf8+^m&=UH9>vw$tXPBM9^vvZC?GfE#dIDuP3%u`pVU*NQjJ{qV{5xO`Bv z1Uh!WgV%jJdI4SOI)J_1nAmf(4awl6K`r1q+q<>)x!`Nmw~_8|r4BU4#^Xkp*UIaquIxn5w8Csz4W zm=LNgE;;#9%y6*$I?|xu<${Y%qak*C{Ut`_iyW!o-RZ2K2IpR+$$4HdQog!-2+rE{ zegxjQM!kWI!BYPh;i%AbOaeu3zn>HSE?Qnob9*z(7!%b;d9W;aak; zcHg3CJn0f~+=?sN*qv9*Nhq*r3Kp}N?=BCq+dQ34R{xG(Zk_*$addQaaH5*Qc;hwn z^6A3O`~@~QY=z`L9(sSfQCV5}sMLBznAmyqEt}RQ-#D|Zn`ue zO2{xqSe@T2^~>AmBrw(adEZw@?Gqj($e51aUh&O;=D=MC?dd6<{9E_8D-9ao1$nG_ zu9y?g_tY4A*z$;)(@r}as@|dHV$kkRL(uaXFWW8g&Dm?+@y14&R+| zs{6Gu7Z=wXb8=AV%8?@3cr$nK11Lr0*wMp_#5Usf3AV9$Jd#qZm_L z;H4fLDp>B?mVJ^CZ?vAId*Ko#oIMmJ6{Q2o1ldc<5FKs7evBe5e&SMK($eSpQp?;E)c-J7=J}q=f(yf%%gOrLz5Fg%_HqDeb7d zw^>Q$we%h?OzuTZzv%xeL9gEZV@mrRzq~zLHHPUUM=kPLO<#Yl-v8kLW!GD>z51pT zaw`G~YaJ)*=41B1K8({ueF77z!d|6WJ8j0lI!r|L)x9pgGO_*@<>+#aSY2l8R;bfl z`mH9+vI^QFf$gN&2%_(>Lotu8I8SG10*ljR3qDwWNJ}pZ&d>fqjo$+*U<3g1aKDbo zaHee7 z6#%((fdT8&67GIO4^K~X3KxtV!$5O$a0QuixnKNLkPsqty_Ps{!sy=A0KJF?ySw>wG%}&xQ=QGb^hPYU ze!2UHfed>8b582_Iu%pH(+Cq26P;k!+41(M6N~7+&(b{#j^;3*`CSI$I&t9#SUXO` zO>xiFRvZM6z3oUG?!G!0EOoso1W!}9j2wCKW36=$6=47=ZK#~O@aq4*9UR^1 zez&8!QJ{H8J-~B8n8aq@z3KiaKX~BHQ|+$uHI*9JiV}2RJClWnqw6#jVU(Wco0A!s zr+s!#xPBtIu$3hEJyG^|RIHLsjRJ?1&ZTASTt}>IVq3mj+r3?IJ25r1Jwy`e4&w;i zMJBeKp8eeZL%)aDi?kOfsNL~@6ww;34+PD*-|Wr095i&o?&$B2>ESi!fFXb{Ej!z9 zXh;TBI3GEWXd1&e7Og_BCnqd*r#hT9F53$TT^m?4+;elh23SQpqe^5NYw;V}{{`IK zD&W833i3Sq&0h;CsbAqABxr7pnCd+4=0=6Fov$U@9GT9k`#`qDi3tSYbI8nESs(OhmG{c$Lnf_g7FKfw#Peo@l+FBmo^` z*B2rVe)OO1I)LZAe5c0kc3^_o(0LS$t;$U@(ex{XIMS=TO71&F;R)$H1=n?dNFS?% zdc?|53cg^<````wH@R$s{#d(GMt-_sV^POw^4!cE3axiAS7{V5IHi8bW z@SkaLy4L!aZ-StSy2$Se;3VVKK{Bo2&`q@#edW@JN^P3b^fA+^lh((mjpN;EM0=-1grwNtx#$BQUGSb$eXMb! z!7p+Q0Q3UzB1bQ);vO37a-i5un3DjjN9?M=a^Ahx|Lt>uY#k;Q zI`5BZV^98bv33#;D3tG#MrUZUzEf-`ux5)nk0z87)MhTy+LvB0W6fS}?QG7DwDlWa zFb(r`C@*j@>jGEFz)Ff@pE%qU3R}|DWzbJ;p#Y|zqBGQ0-v)*WM+~83=9^G&=-waW zz!zutT}F|#5Xj}$+$KtG@_d1|8{MlN(+wVq9;S?j6)*!r+CEL=k;LoSPm8GtzA&l6 zFEI^m6!b=^BsPxC8qW<7PB)%Y%2KqxqQg1%98haogn5C41NFm8j7mVA(9A!5a@v9{ zXo2+e2^>BG!t0#Xc@X5Neit`3XFRwL62l~B|Fj}hFpEkLtrfMr}>xv3{0Or3n~Ga;i$M-x^8y(XkW0>Y#(FIDtqq-kX)M3V@$s zcRT0F9ort^$wVxa>?ym~l#UhQSJ8;fK;-8z4FH^rq|ZC?=!D^lh@a-#z{%+I4-Er8 z^rONHH^7Id+5r(=OddT`U$IlRZP7kI9OM5Q29IyRw@bUEvC@d(1Hci-E2I2N$F&rH zbBqQ5il3vZKMjuqPO9~v>tF!GLi!x|eMIo%@P+}uS=n>=b3HH!!T-vKTo^tm;l~xj z*Ko^|ohXdiHd0MM2IA>kU0BT{;fke)p|oVE`Bwc#`P{Dt4Q6x1-`{=gQ? zg-a?toSA2j+SmM_)&hSZ7W_YNfgZ)r#s0tDfj`#MtotWz$|Fg5VF3JOT1Gg|6aHQm zUW8E*70LoJ?f<=FD-}g&`TaLR35i#cWOSFcK>hD^>dB7gePVVt1qu>Efl|qOf?;ac z=64_)`tTqENN^?DfB*iKm25yE#2){ltFf#Hkni}^(+48auSdm7E3qa8F&{@N_TtwvL<>dHFe~3P-(o@kWeF}6Li%LqufMalUxe`XnQ=FOU zQ&v{y6c!Q^A|opsdCmcMt-z_Rk%kPo47eycYxDnyyxdH!9Swc`;S(sp;)L;>!?k`v z>r@_4MdCg@Dmv4f|Id}z4LAXZyA=b+MV4+sqwC^7xmUBFSZdfar`PJcNR=KgoO$`laDxVHgXnXY_=0>FI%Pa?txUg_VT|Lr3% zp+Fw!VFZYYt3ICn`}Zm2gdHNNpnwIWpCcnN=kN9%POf)K=*KT5^XBI@$V7Dx<{OYx z>vqd~*7ZYnXR5<48ZR0EI#inhH#aYDNs#0kePw0kr2l5m64HaEq-NwN74YcMvoX;x z{PLb7TYrsMh9@WgsXNTIr}DUj61@%)b^@NEv585m5lduTTxTrZcR&Dga8Ea0{V?TP zF=G|+B9bg>1EfFv9dJKq-rnBEB_LSw#nI3*F)=CYct&U}1#o59XT)3a@$rj5zj~GD zzzGfRO`-aGgJ({4-lke#Uk@d^2)n-wd!W&ggI>QuI;*t_6 z_XC#&nxsC1DU+&h_664pZZ0n8-76q|C+H3$O7??fm;D-%#?xW3u)7;@QVdYMv$#ri z*^f9mIa%xZSSKE$xC6qfu}O)EdJP)%>}+h^ z@EA4P-KCti=ZBP37|K7F^Iet0SwQMUy#NS8z~N&cDE-!y1)q};m9l>Pd~ZhoGwcGO z4F3#t>Xhl;L-wYtjuFtf!^f5X^F9t#8Uj_yw92&DsjkPOUM*U)x;kaJ;FWHGKHK^l zz-nA=Ky&KqlF-~X1&yD@@&RP<;FfJYz--wk-hjz$mo;sy`hvdk^4;s#uT{b%{$nek%a0^8h7L!duxRMr zt|12@>c{#+fyP5$`clX}Ot-Thh%6IwSb1pPF5{TZ{)wRb{`>F*dY>Gp>7D>0>1@_g z{hrvPvl2*3M~5&z0m0S$MWg?m#Rh&;gSRssFI)mS2M)+(8%a5F&clo}%&CmT zwW!^q@bmX~+Rn@Qvz}<`xRn(*S*ne|cef?=n8Wpw0dD0Io7vdeSFAX|?^db^Gk>gC z>LCYnb#b6GaElb{7AI?JIBRQbFaL?~GSPp&?pA6PP*R#GTX6?eGAC6fZgfS~WXEGA z?lHj4cR%zdDFxEx@c#!#NB?>vJi|=20nA%v4hI_U;OUsy*&WQzi)(5UVq>xGcPCrm zQ~C0eV?q|nY0IX5?V(#Y=L#xE#{0P-Hl#U-+N90&C$mjDmh2Y|-? zUBJEg5!3JiAhOe`WnT`WnP}1j{z1tln1go_*U&BPG4W&qc_;t z{iZaJ|I*D^m$RCV9|D+v$E$NdIz~l9lL6*~pP!$TW>r;HU{hRuJvZp`N$~9Tojk;7 zDJdzmnvL8`HC!p7KtEQOFX+2P4Pwbe&qdR{Tl)py&=7PYK&9wEwl`cDFCs6G$^z(s z1IX#e@j?~vF%$iXVs%$|Z0L62Lh|Uqd7@6a!I>3qnXb;OnS#=OfxyG3<{ZYL^8 zX^HFVzK5GaI6qS9%$}M}AL~=^7TqikIQ;*KNMd(vTpXpkFqmR|J%VUFU#zVefq%g( zCntA%!gtRMc;#jtS3(}ay@T81xTaMwcL!7&T{(eL-_62(s$r^=9{>lx@c{fk$29|P zp#yIFHm7H2)<6ecRz(FkEYHKZkDo`9rO6TnK>0uzX9b9UeEmTz7-Df!gK3DKvI3V0YQ zu^{1a)$_yJy3DM4W^KTAo%tBPk|OGV360(57;1F8Sq1P}RW?A&K4uaFOpH!VLBY=C z$^G5JJzdH7YRT~}+wzgEX!@E}%&VhL5~#x*u<7r&F7N`rtb)blK3u6pgDy#&q9#3E z05<5)OLlR3O86mui2=^h96SiwiG__>45uc2o$nfHNdYPLtnScG-XlU zqgtd`oSPeN2~37lXDCr;=oMJJ$u!-sz?j!gD;(Kc&CjR40*c$wE-o%np$}fSk4+T3 z9PPhrIb6#G{#h*ezrGOQ7y7UJ3|vgOZ~WjO>HOE%g)jdAL literal 0 HcmV?d00001 diff --git a/_images/dff4368246aa960b70260dc4155186aefe2b61b07cb211ffbd285d67b4083465.png b/_images/dff4368246aa960b70260dc4155186aefe2b61b07cb211ffbd285d67b4083465.png deleted file mode 100644 index 4f3da763600d70a186b64c5e05a690523eb8d271..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 183441 zcmd43cRbbo|37{ZlB}#EB$6#dN2yR&vNH}@m5}UtMD{pN z#=$XukEiSU{J!t^@Am!c_s{q1cDvFgj`MoGp3leQz8=rVI$G*<`#APtFc`W^7tiZq zFjPGl428{JD)`F1lFkbFblOAB$V1=7#>4BTyER7hriZJei-)6~ z#ZQVJvGwq9y(2Fn;q?E0gSd@gR5+8rO^0?_e+tH_?A&St^-!7%~jz()qJj zy_4sLyu4YuHmDczjyO%3B=bwEG-6Uh_k(Xx>*|WKvsQS|hi}ak2Tv87(|YRE=VkTW z-zzNqXjz!U_tKHK#FBu?&F!xe4mMsd<}#jQaBWL}?xmc*)0!~U*O%aPdzg=gch95$ z{K!)K(7J$O`j3zH_WQNcNB`p^{fK1Qh4cUM!NO0~^PjKr=zjeO$A7#6lkU@lrhNbL z3P<-H2yyt27dU_Ztfgz@f4+p^#r=8hl1;x|Jv`YHyShl~=g)U`5lUnJ{T_M!ueH*b zo+obUXLp_8h`f0D@|WHME5e@_+UXxYeBj#{7SF3%HCEfXa=4KYqsHwnL4}2gh9zU*L;M`;G=S1?V zWImidtHzb7w0bIqV8Zcrv?0Q+mXiGlFE5#I6}OO(P}%aYD}(_TY;jqRXtOtIzEskA zP!3+T)>bNAJ59N4GSyG#>ebHITMKgmTkWs14n&MC__6f%5ALi_1m{^3o9;r3{DGU-_eIrbYy7O{rUEyz_$G;JcYVxkE1FoJZVAO zr?r$;uKtLZeDiI)&rwDrS&m6|*qhHF*Esb1_shNWo^wML>=ISW2Tq)^%y_wOLB%6P3!%OjdOH0G)$>feveZJYA{3bPav-%^a+nKtr1zvHf zTImjMQi!bj`(4C)v6h;mwE~{&;!>N6Y`LS4&uIbe)F(4DGcqeL9(^vE&Bt=fr_f^- zYbY2zrZpsXHxx^JMlS2zV0i~A=z8pLg13&oeuzcjI_1uKTTrDo)BHdw11-DwoSx8W z%*b?Rnt>_i(xpq&^}~m&syF{O3rOr~Ns?u-YJ4*NvBdhibHR_V&-hpe>>V8)D~fS? zL$%BKZ~WnXeKgJu>}Zo4+pl)w?_^rgL`l#dB|<&(@D9$kj;&f3vK1ciHRKeS=~1mez&XhsKNe;m9U7qUTEV(Dz)zt_J_qC zf71H$@s-%AwT=YrJ31N1-dDXm$B!NR4Lj}}ez*!P1I48ur-lQo7r)TP%Q$g7+<$0P z3~SXy-=N7PDJki_)FS&VF)>`7+h-4U^Diyt)yI#F+A3R8sev2Qd_^{$M(W(Bem#5f z{CWD?VKKHV$5$IIG&J^$S1ziGnwBv(G&FdxbQu!9@D|aoQg$yh79cN?8q`5ij5m)&8vLf=3esgi-ANh4f!l`64oK?hiq=pRd zP}ny|M^3}LxH{l6_C7Opri`A47v04BjN}&ngivB}gJtdWV^s+l`wkH`Pl8xrJJxpbM_uk zCe0PDHK}ZqVT{ULdG+-4DrMgVY!aHhXWnN<^%1lyKIQqFs@Hbd7n^P0Nrqd_CT_YH z<2{>Ox;PTTp!&vcY5Mf;KH}o#N@R1df5a5tlgnlM`CV;KDB~KG<`X`DZ@taP_+l%i z`cEYsYl?1yrJe76^mTzlew9IcSaR}Vtg`H;()ynlm|$EWiH_aeoA&@S^Gzv^_EHxM zMcAx@A|ei}TSlL5(PU^O+^?@cKjk6M&(D8jwEl6tN|5rPv)7AeR(5tPxa$X%e5KOg zym{SafAeI*&%)c<8Y%LuxS*YY!ui0REn>X0B#y)(SBmIoC4@nywnR3=;HfU>w-MM_6Z9j+9UU-;4 zZKYuG*StC#;@T`$Is(gO-`}An;@@Tozn!3dyUb#5^-8?aL$r)6Ek56CP0p>ves zO!b*Kw4Y0!<@fL3kHW*hyuI||qh&)lTb$Eo-~PjLjAyp|{O5~%jvhPKP{EU|pbSo&QT+9TPiy7!9+)NM>5#zTQSy_aAz@IhM9^ZF|%FVPD6exJhnlWd+al zg!keN#g$HdUKO&ql$6Nu@O`^g#fQRyu2peKqhYo#j3KP^!in$Szb`JVzl`Yf3G@# z^ySvcTFZhPU!U@NkKCh{R~&cFA_Z8SK7AT3m=peMuJsKKs1*YSK;8RuXOoECSt((<=;S1p8nAl(370}QiFSTCwcPZ$xZSL1Enra%hMh0Z`2tM?x#Ah zu5R_`>$7+zzmieE0~bwJPifLjluA8?dOw!xw@~|(_Z%ZDYv{+1CvM%kbz@_B+Njjo zEPLaV+t>yC&RzKwT;T7#iiP`^SBS4y3@rlQ#bZ6D^%`brB`SZCc3^9$1(cVUfBpV_ zUwQOA;ZP1Va6@ySWAIL3O}=Wky-{F?rRW;4X(xjxMY(ZJa-jAmYR<~;kXvr@!h9#)QXJa~()q1im zEk8ajB_%gL2=3UPoa0JLLnZ=BN@kL6_Qm0at@6$J7S%yR6<+KlBA%E{N_5E6jcIOe zb#@O(^B$!k^jbyJTzXDk@+>x1fSyNruIJ&9GdtiUhmxRkVf1uma~mtOY91aQ5wqxt z?7be#+U%>y?FN0Vw9HXM<4Nzwo9AkX$_E*g*IuPpQ_`|Mf{Lpt=>%(Bth>;%VILDS zbBCiv7z2-ZczAeab5W5qUE1W|@n+VJ+pWpd0nvK;`c)mUcmyRRh_fbUW+||_h_P2R zHCef%Gy6UVWRkX}9hKhw#fo%3E|E0>E zZ4w!YL}=on%{Ab3Er0M}4`C)dpK7y`qjG&BN%c*;R0X|#vGI>2S&2Wyq2I21BN|3? zCmYx;983Jw)Iv`j+#kLbFWNj>)S;!nJP8=qz9bdy9YVCS>*lByGI}vu&s^ zPHt%(x=?oTU95(tya3PpZmERPb8)yTF>osi`mW4$&B>E9>St=LD9|qs<(vCXzYA>M z+FWWI{tGzyxlVSMW(hoaK7%~dLyLvBvw;~xwcD{WuH~kqwbVS0e~of~<2PpW8P>gu zfawg6Gcz+&#M=35kkyb9V0krcD=I4wyYvNZ&02(8t3V@vy3xa(Rtu=FZ?uGsiHR4s z&zM=GmxYwuXnpWj5?pZlAfN!A<&4y#gRSyRcheqGN z(6axeT{`TWO4h?(!PUE`E-G%93I4W0;b2-sM*D~JT7)1ALl?Ig7#>pF6#!S7b- zfEx7u`{vjouUHg zq0a)d>u~Fms>%k|@G<&YG;8a7HXMY?1RgL(E3L*`4iA>!+1em}JDw)^UGeW%zF{9H zy1bSY1w+X#XeUb!L9p(^PeN(6TIA8gb`zknq>AQJX~)N zGsRXyiw*qt+$<{q5NFLs?Cec?OPov!*<%A{`-<%JFXBl6uis|z=^QC8=&=Y=8u0|& zi5JR93s~*b?EdX4SO4?%xe#L>oYSeFx2}`qCA`i4PtkF|T-v;!gIAv|JkvmWw;1|Iz&AF|-xp)rm{z+71*de6$2=M*Q{xn!K z=}}dFMBm9R04J*N^oo1)F26eftkvY=Y}fPd1tO>7_S)E4G1@av4oa#Ta z9dKWj6o zdgtD@x!=4r@A>9h>F6dt05(5f;j&F!s=8bP{DYSKcP>0R$ka(19q73cbu-m>Mo5k8 z-Me>3g@uK)?&@ZDjlyjowjS^uylQB899VFOaUlGDvFhlSfQc5$o~y#wB4j0{_Ka{i z%;UYRw3Sw3N}p(D(ymV&*%fSN6rHqa`{afm@?ZLCUkqro4nT*li3#niz%$bg5$tt0 zP81cNR*CGO%Xs(hcNKBC?jarLN9$&`O4z#Lgw7JjzF&^vS+R3{h1B-N91Mz!7$^WC zFGUPT=L*{lV%CA$u;vGm=4DYaAMQci4LVc-0274u!aEbLU%wt6>{k25ojT5AXii^E&ct= zvbDb(sFIG3&a0_6eU5NFWg9cu(1lx)dTuF|4!YAi$|Mn2XpScb1ByP7Bx>9fSh z%siGt1lh$$|L6j+>UPp&O^uB?U&RZu#bzS8>P=x`ucK+=nhm5!W0FP3vHD zoJ12eKuI8jY6-yivaSj%ZZ6gV7@<(!nBoIP%V)BuyIZ*ArOrI88G#oxuqIhR0SHFF z3hwRI7{U;HX#>0lp;ZCzZE@xK19;uCp&9Ia$pFiH(KeMG|IM|rXh67J=x$D}_~I)M zowD&Jz69Y8_U%$@;lO+#DLOsAidG5suMcbc8{E0(eP)RxAnP&7J zCtDmiPUQ|?vKniQM5KA~=Q)P6xdv}Of95!4^J6i#-Bzj$$o)sqNj9MkhvN=scYP3~ zE!qjpD7X=H<=%$W6IwRW#cG51SK}qEsNnZRg7|3(doCO|06$0%BIxCx0d|#btKN#? z1swM_tkNG6Y&dr{JE)~B9h`c#(rnz^dEWCC8h4;*c_XmetOBxNZ;>4{dJwWWe`bLf z-xPw{Qk8~d3WQ(oGcgx(6Mcmjau+VBc&qR~wuWo2@eE8QmWyj4El`gQuhbxq#UD4?*c&~A>AJg zVnHhVveXjvO`c6VSz1<=%@_@1Mb{iXzr_6W- zuRNn-`k=+fB?HIy0bq#fw+An&SF%ez(Puv-nED zI}IH=)!I5mS4&+uJ_2!ATfy_}tc9ij01bq7i8F{Am;pt`!F_5baM8kCV_CXyDy^4& zt9lD>M_UFuJLiqs8Q`3L5i8_8=Zt>4m$O(qSIo<(CB&Kgep8SDRa~;oR%&DAb$Yrg z|MBCp>pnx!3x=m{3i~8-W17bgz*{Uv`>bA_CxHLcr%#FgIP%lP!8=te07CgMt5XFA{WcC`<>3`KD%uq?HL z2#OuI@SQ%UmH>scMgc!k8xnrJ%|DK4RzldmJ^kxlxX-=7bGLuQxBtQGpc^t9h$EJ+ zSnO=XS#ZKTW%aEZHo1`5@%YOZRs1Gjff;GR!3EwXHgF^3x5Fmqi2#uW3a^M{Ewlg;wx8s+lu((alaa|=P>n2 zF4fb9Hs78f3%7bvR#q0=lywhPo$w8yzx66xnsu*FR?7N=;o+;_+E1 zpR8Q!cOT?${xm975A{IT*!Y7{;L=1(I6fPXzv`z{PSu&&x)NYN2Rqy_CPC8bp_jQy z5SDX|8>j~o61jh z?mGZvC7V@*%VQmPzjLQ*i6i>Z%a|CJj||mg7o_%-d*X+4Oi_JKKi3SeL~gUR<0OIxdc| z#lzjf$XgW|Q}D#0BJ;o&yQOi(ctdPui2KyZlZll~<4;bt>cp58SgPp+JheVOwcJ#V zwdOixIy=?&>hot~QS-`PmnTNJknfL^_#M5w1O^uC7Hy2or_+%GbfCq1AD*oU zJap*Luut`Xy1vx}P5Y)>3cm6T87uEh>B}ci_N(UKT ze^)>p_mFP@!)Z$|S7x}ac)aYJtlV8tGpR*;pgjbqy=R=~G^J(fG%j^cfrZi;GfyCi zoe#i#lE(S{1MmG2ynh<#GTE8}%bXf&+(V?hgAv6B2y0S|2wd(r0Krhkqkm))O~B1e zy{DDAR1MCB^!7@A&`nSsKN^Y3!9F5@C?TxJUSbfg#Rl1y}9DsCX@64XAuHVqX8{+{^Q(rl#2&{m((*WNdG5AMT0laF^c3_Bqna zJLw1l0)A^$+W3CRUtd*5tIFf;vE#=@^!`YF{q{}wEv0dVr&EnnmD_izq?U(sb8`X% z_Q@AMoz=%lzfvx?vqIXNk&AxEy^SJwAVW*lt!-^h$*1oi`vcT3%b%~#mVxH~(WWI) zVAfXaoUt4R>W}TG!Eh-+O=>NYhbwaYwOmx zZtc;~?T&$Gu&(J~n%`h~*5BX%#S)Zaria2mOUMLEqr2axIXHsYBL`?e*T7&RC8K8+ zV35TTNy!4uyRzW!DmTm~Ie-3!_v=`@L-p$7Ys$_{cgG{mC!uJc!mQX0$T;=?Ns+xf zbG2b|WMCE5+kS49K>tFgQUjA!5-8uUa)*a|_%1xrd7JIKA$dm>G?+}SZbH?jbKo1&Nv(0#yLs- zbW3U;*Q;FBWbTVu-QIus^5w;a3j8QQ{W`#P$TC@KRbW6ZEoNzGn8Sq+{NxCB2`ZhS z&CgI^@s)R4PpiB6bA0&m<45rO3E1B(*xX3{Y?A#<#m@t{`8g!57-{W#=US4v@w^SJ$?vW;zz3I^$;>o5KGQmx_x|mv!e`sNgMjwznifTSseN zcF2PnRPyYD+BchH#n#{=6LYfPA2EJK%SZ<_CJgMJA-pA(j*9qK;IQ{mp8y=#M8Tl= zGlTXsTg0)E<;L2o#t+%qCS6)}Ylkt507u6Fd0%jM|71}PZpj$*fO>GGAHdoY5;w)H z)Ru$iIaayUx4GD3&Xypw-kPt#(5sQz=VOj`u`>H{!2t59h&dOh^_mg$RsHKDs z&jZICzQzfM$L9HldvXDQO5C!x=2cMObm+-j(Za$HBvn2dVB?6S0@(|oI&AxAFJDrg zIb_=W<3~OC75!CPH>By$$aHfLe9k|EE6u2Oz_3`EV{}ZjY~K%4QH78pD(O@@G~snq zZ|}XF9MK;Mr>H^5X#l-zj{S)3rLl-KP&iN#X;?cB2?KBd!tt?}-+g&~E{vslJ<8$W zoZm0KAb-lwBLm+431{v~r{WA=FGQRx2L1<80$s`BXXg1$P>Djp)5|sMxBZ!jkHQlt z?$e6vJkef---B7?QTYou(S=xIk}U>WERL>bXY{sJH7RFe1J^!q_YRh;`mXGg>$Di4 z^CAGTBVj?0fnwbR%mcKweYR2@PdKE7VHd0pg~?XNaTTZ0TvK;quLg^&09c;l&gRlV zMeh^)sVLwpZeW{P0yTUT8F?+nWzBgbuL9re82tARb>dEyeNL4!MRr#>Y-^ft-@e5w z2grj2r!?1FK=DbG50sS~n9nE#A>^#;P^N1O(DWm;Np~lvIj?WdrLsP6)bw$ou^yeC z-Tm8Z`&N6KypjNk7(R`Ue}wAforxc{&=YQ!4lr?Z56`*XHi=3y_M1ES-RQyVy(?vf zNG9K%(kO%7QgxW^`faqyBgATsyYyP1iez_#(KtmTd|Z|PY$0(5*;T! zx8ftvlExq|(3mLgz@i-qOATE(DBbbW4hB;q6l;`O#-o1s2Y@+Zk6$6TJACm4KMgSA z8ZNKFd%&s3Kz^t}WE`ZYh7=Mg-d|8$1Qd@3u0;@DYeA0<1IF(UAZZP7AOV_%$il=+ z>q8LF;C{g94WI5CmtM;@SRbn5%<);85L(z+t%~^kMk~?eBp9*{B^xU}7NmfO2&RS= z2f+o6Ar-lL8_)xFm3e+yM|m#$+x`#lX^pG#9c6A~o8(IOAaf&oTA~x5gbyWTlE^Q*?C zuv_>ufuCsac?dVJnc49h=@#Hd?#J|2`kVsz%Bo$nI^BV`j#J5eC@s4s_@pf*TvK-O z-L}nvD!jaB3H?M%FRStK@$jA&v%UDK`F^5ZQKP@aFBwzYEoj`X0K$DKm_e7W0si_3 zmblf_&(~nD%pVw88e)Su&bz(6RKFJg=%T{jr8}T@1X4}FLDFz9LNF`|2ly}jReqU} zn7A+U!kALGn2->t^I2IJ3G%&}3H`IDU@3nlelvWveQEvMi{oRU>Z|(t%A@R2U*T=p za)0ntTa`(UcxHzyapIv}_SXjaZ^zpjx@TBf{4d|_lX*-+LD%)#sy!rvGJ~*E0tyN30K!9P7OZB=C7;0urhwoI`HN@JtHCbyOFLpGJg=VxVVnEE>%y#nV_||Jryw*O0WHlE z?jUaur{m5;2A(KzXkEU?Ll^pmFPxeiNyL{7yaI1Lyk~uVJ-p~69fZHdO!+W=fY*r`TkH?IwIr_032bF zG)%R>QFzi0c4(M||z)M&}L{~>A7@i2VhUWfG3l^8Xd1N)PPjdGDp#CgbQ|gr2 zG2P>N^CqvogF`#OYfrkw5^HQ)a`OHZtw~L~5)h`0a=U}s`H`C4FdKV6jO#sMUlggJ zqT_fQ?_AjT(FG_C~xF+YSLPXo%NL2N_oU20E21)uXxBz{Rf24`mD-_yYHw zBIC4z9w{L<@Jc}GB+wkyy-cpwvJbG&wt$4v;!e>+l?Q*vk*u zB4qPJ$O9s7G$JA*tkX=K6VeAy+&H5XU?1If1BAQqn*J28;m4=%ObCA8v-GwVk}30a zdDn9dK$yGeX4MBEpmSnBWrgRwDoAO#4s$?!;mRA_>{8vGUayZ;5A;DM@F6U>&V18z z!aa@tSkinukA>#D+*Kt3`%3OeiVQ%%b>Mfh+{?J3Ozb`^yIvg!AwRNcE?Jl1Ct$I9 zmA}&W+X|G8arpTwlI|bebJt^Pj8ZF;`AV#)u7-pE*%q(L&@rt{@z3FNZ|3)c! zg@kB!wuxBQC0J9D)I9z=ZeBL86halk@!rxhNt%RP2XuJW9(=86e)U zq^vV`%k!3v4TL#(`S{K;vHYA}fsJ$+SQ;pCIuzY9HzjwWV^*oy)U0b?Ly zR7f_inYA-CA7X3%0HTL`0DJ^(62dGum2lX`G1IQ@?%j}JwKAyvtSdpw?dpNY{{lp- zLvI=Q^x)kdGbCPCE%{5V$;4eKIu_X^-e2icXzBl~Te+C+@=hMe>iC_)PoEGZ^Roa7 z)sH{FebHfN)W*Z3Xf(YY?iZ_e3uc8K87x#04flZ@U1i5tMFmIg9oVq!+% zsnV4B-@Pl1;s}ULDJmX@ijaPE#HGN<^>--yC_;1Dr;H+-OzdZziJ;#JE-Y6ArBB*& zUZ?tu6dbjU0c6;cf=UM>ktmnn(um6(yJlv_C0;f{-awfL+P|ntNlqQPL-3Bb64a6m zT%-U9XrkaSF|n~d1f4@rJXjVv4Hu#gPX`RGrI#7!(ys+9Igvuy%@?n{_Jr#1N3jR^ z18UnL7UecY*4X@>SvS;5ny(oeQu`-PKtf9AZ6gwe<=iYQma)a;D@$;Fx^Jyv;}&^Y z03VdWdqB@%7rkEQdh_DEY%v3Ihz$}iryCr2_he`$J%ntNktiF|g_$aq4(x6uVD@=( z-MytQJQJ-cvxaTI-d$lGa05#6b6Q$uZG_@MXy|K*)XL2lbu5B`A~F#Ks#7>VA8!Qg z*C&Ixqq?`D;OgDG#iNbkV8TjsJ|T2SJ*w3mP5M<6lKLT*<26z)&-*>%Pfu2W9eB@E(z1`bu zh`8e>|G1ZL4ktZ4o^a*zWtOpgwe#oKlxkN1#ZWtDgN7YKMW?42x(a1u<6YDaU`t8M z`n~Zj5FENSf;@ZAt?0L_8(W_8Dd9!$xumP5{%KPfrlXi}Y>I-H@V4h%FOs&8BCL#T zbdm3upYyNcars#i$BwD#PCQfRW-`dW2Ie*a5ar{=Mc0N+xUu+8K>FB)UtX5n={9j; z1w76UN;2BJOzdVJ&n&k=`(T;3xYHsXzTVf@rVpJutxyu zdJLI|$B_OJny`Sh&9Lkz!Ja+`5u&r`zaMET7SJ{Hbtj-lGpX*?)zdo) zVJeoT46PL5z)gZW0(=C3m=QtSOKIWj1qB6P#t21abl@0h7Ysr}F*cn57JOCo6x^bQ zO;CS?CqQYsio8b4+3ws?(7RZ{_YGeMSoYql4?>b8CqAH#Y$*N#*+XX4y~rI>OMv(% z)!c1Jra&enaG)G`J9IX(IJ@@?kXbw{xdWOBE2pe8OPc@R#};PLe**_R>Tt;XA0-{m zSzcbYDJ3=DU#H*8TMzlLbU}v`2kYTY^MI`{PXN>rt{ku-I04HsBz)XtLwsNRUq2=5 z?<@_Qpv)EAs3nKT9P|h|iRqxe2I3vY%Z%z0qazj4$L)H##G20Swu7!YIur?#vN?`{CW5NLS5EL!Tt&J5+fTYN+ zSoPE9z~2ttyHIFXsktsLalSci2%cwpJkH3|v&3>(y2q4xvC1|tDi#@ffq0}R&Jj6# z7QFyZzM6G@zXPR9{|6q2#e$Xc8r-B8NX`ufvBp0T77{~mE94a@78F34PYxcR_pE?i zzg`TNf@coco6ma7+}@OdN6fke5kWP`(EbEtzhsUW2WDt#s-fB4mqrDaq3FuJr{Be$ zzj`&savQ9-eA}H}<pCo+(8StDhA7;&vye?-oATB18Bgk8shq55VTu{qC}W&f+|xF z{G}d%OheA~!UwfCbYgtAR(e7f>Ja6`wzEa3p(X4%^!ZvPxX-=+ z*FOE00H9trwD7b$`|PU?5Z$Q?d{^v|5$o2(<+av=a4P!&WLs!7gRt8xf1nd_>X1m-8sieMmk+W-mJV<0e#25zt4c7xET&_q*x{od>@ z;RlQ`ZE^YH^FO8egYYnoK6||1P1wx@fj3h*U%FB@4V75;N5qpSEcw+NABYtxU@OI= zT0yy`T(X?dmV8=YG6)_@AQ%B_Tgt8@!Rb**UWkuQ-PPnj2g^|RsIFHK8acOSD!|{} z{0=pv;ga1Lvj{Fi@}5>k5{U%aCDvvy4_D2-ypWGSd=+<;kB_xEHZCrrsHo^wkJ#zc z*RNi^>K#X{V(j{byVIuB^Q%eX!J^7DXaCwlAy6g5nKdwI^AE2F!6nwbGI)hWg+aVE zCN7R-cF=asq|hdk@#xw}BBQD)Fyg?KWH8<|V_n`m<7mz4f_$r#Zv;RD_@Tx1$P0Yo z5fLW-X(3%qwbHPw01I<>-i}XA6$gCD+FYvc>IC2`kloFH2XHm(z?Ct1bnlCdoqpmH zGVZf!`hdh*+5F+E@Xf+LmZdmxvkzG)(sZ`V50cixu?oP7tCk=G#C%-K(ans5`g&C9 zh%xk{M<5s51@#Sj)f!&evVb@IbK2uT&3RT>uJdu3!fcILbx&rBXW~=qzKTtl{owfJ*#~O+ z)1HE}f=&A^g0_k+`*xkCUYs5-=|du^0&H+ryw?e6ylhv8T)f|HBY6rv2y1u9^1>vX~ZOxaUqV&mi;Cne{7l*U@ue|}`e!+%(reQ8^**3sCeO%9fZQ>kZ9;U=gW+`3h&u4yhbnO21bNA}63NIHlQZY=}^amaOCSkNeGw?XducOs) zc4Zz=Ndrjf2lRG08fo^-5bq%S^aoLsFqNd2BZRE|(G_?|c+DmLO9zxePZrSUy!`wD z%xnAxSWWXG*Qyt3yuSqB{NiHURhv5`%9PNjWr@_c-JFkzDZG>C6t z;}D=nm>UymsphG+yB46oCM^dx(^liPJ)1$<#t!goydmqIlpF+IYXpJ{j&UXAc5=gZ zLJjYXa~nY$i2^+Ex^83C0rEpF++i(=(#;arHW3h*Ta|$nc!O6yVRE>8EF&vR5Da?> z$m?qtHq#$ExhH~6%-(bGQ|nJ|EH1LCE+Q)G0?^rk!iayU(!GAAGJ#76ij2ho0{zT2 zk=005JOprqCRW^x!}Z9_)Re8`U>OsNT){er`}r&;=D`(-Di(k<^l}%ytw4K)W>^RQ zkt7IQ%dH^J!-S%HWx> z=0m`gxwEUw$07|<<-HYN65K(XZjkUJ2bK?)2SH&pEr0@45GUEQ|6~Aw+cM}QPoF<0 zhoKL6OQ7=>^wrKK0qx5~TFY>cm|3#(C72N~$T7Mnq@QsF1RD^m0B}IC-?%0s9@bz1 z&aa=_D&{Z^NXkYPo?7-jqF^CU~>px?oj-*?a(rw}8gc z2niQgBofgO=>Wz2oN=^OOMkJ0LIrKSqR&Zit|Nievw#;sboN5`55CAIX8Zsi(m~_g zl0IL57y2?t%Ny@k9`YWGgqeUZO2omCdlb}PEDO*$%&}vXKpBM~QP$_ElP?B4-0=O? zVO$#kW=p8hj~+iJELeds%Bx9RgEcFpq&meFz${BJfanZ|Y&eVML*kUxQxg z;Qp^)zt#XU{CH=wmCZ%Z?y`wW2+H^(KLBM=&}8VF_9Nor^vD=f-r2l^aAr8?D5S$_ zv2GlkQrzd*Fetb^v$F3GFvfZ$WrM_uh&|*G4xX~vj}|xzW7>(r-xS-!d zUKCXl1y50Pc*;QE$Y9ivYbm2x7s3}H0nKd%>C4jY&Y|k|@YC>~zwLGZ(Y67Malp33 zk4(VAhkj)?F?yo71&xXV_ol*}0HiK@{nOhQe&^3~y#w_}&U^6)293!=lqqG9FP(1; z^mthq^RvUxqUk?vMZ)>)SqFcLUPvLa$YwHfY`%&Oq4L-aC*3gLnlaGl)|AY3bD!IhzCG$!@BI}|8N6=E>8RV*Bz7;g>XCdX6Ci? z>c7z7=e=SiHbEtTx3X)n@1ulC=ae}J;jaCg14J_;pdK3hV349Z%vA*wXpdpo34?(V zTnJ@X><**q4#52FJBm7$iS> z?&pxUkC9dDMvfzJH4pb__+I1u_f`q$t~t@?FmXko$TnbbOcu|Zr}uV;$-ggXz&Zk%*eb#7Y^)3p~A28EE*+?*AT$efCcsQTNUroqxMyhf2z`Rz4xF1(O^#8sKFpEmofl91RwUS8KL~UfBW~3eFxJ1e~hK? ziYNc`2j%1cGqdsk^ZR!{|6lwj<|kmP?#r<_)B6z2f&vVF7z`I5%F4;P8UulT1vIp{ zw&o3DRWkThMpeGW76HzsoD!9bg4sI5TnjQft0AX1Xu%U+imoy=! z!vk>~F+|e!c5kv->XD=N)X?@~fvj3KMRA2s15RPW)Fa6Os3A-Uuu+Aag&)M3WW0TQ z9_D->fw6=y0>hUUGYUSYUZ>%;YsY}?gf>_*f$$G%8l?93U_Jl3SL1C30Rok1imTplGY$OdPs95i9yJ>0iJTGc|JR)9;O1gJWT#sEF!R22G=jc3>;`y2d1Z|VW6c~p(-aw z17_VKAeT$IyJFxh4XD#uEl}%G;vSuI5VW%$?t{Wkm=PEyJEyDrj2P93lD^F-ECfp& z#j+p?!hl%=sfP>$a_F1%YFOpykOD{rq2x0#QlmqP-XAUcb~_26n_r{y$mtdo6KfDF z9V8E_9Z6Ak9+U$ZLWLL+%-do{0GU4gcIylLd|uYrM3Tz|X#F6F4_NwPK0+*Jd8UgN zJub*8v38zBstlxLL(uj+`|>!dpz^~6|99r|{aTomj6=0YSn#wEdTp`04L6>4Zr z?T#rJSMcRg7!>45A8Py=O~c%^No5mTQl=+32igv@aSCs4o(CaW-|E> zJ?2cTb!T@sIR^PMXmkn|s8|V{LUP_i>Lwgj(x3C2UyP5h&Se;ap|lue6;x6gINORBjl~n=mnaFhHT5`Ou@iB+I0x0px7cB-bdqrY(2a& z)uCZwkoT9rp#;XY>+X1^OF;{e;6un!0uXO3YI6Ph70fLof(IS2+Q zz?D3E@gfAcmf&|Mz|G(pVlYW9-IhtU%h|QSj`zb92xKcLtM>2ScIn7Tkrvuj|99!> zW7+&cfWq=A)bkbD!>*9htZEcqOuS)N6QqE&t+dF)F_~=mNaZX{8frjB8nlI zy3-)^{pZi08|~?8=&EPD<3Lq8#21HsaD|ZpCo}8Z^p45+~dQU-&5g|di4XATz0ZPRL z_c>BwpsZr8IWpFx&S5YhUDZNNBqD&cdJ{6KNcBB(Nw21avr!cj4Ak@n$`V2iMkmG8 z*c7g(bi&CdFo-U+G2s`M;erF}?J-anDl|MT4jdY@;uV1oJduOBc4#hKP@7~2%s;xj zySsu!d;?^ggD`=A`N|ct8ij{vVJsc~db7Z&e`Qa?ZhbduSbDjtU_pj%Jf;SsR~hln zClg#DBQy$A`d@%=06c&Dbmka5tC{a>e>j+mIpKjj73vFEY>eUAjOgSnfbcxX8dX&o^*Q!J` zJ*?=>2qRQqfW4w`K(rMIf!Z#&HY=Q`bb#^3th~HN5VsKgz~dk*M20B?kd00lfF2Td zRRS%;cEZC+k@=wNUmv+K5O$i91tpyfgWf(96W5*H%b#8+9V=np?Sb|rQ# z#XHq|^f3sBFcB1j`wP)#Y77+EMg=G6#z=O6gAmNUe^Y`Jq(nA=vhW3Pfpf!EoRA8U z%!g>ebAA|hM<-Xn!8Zw()$O)>7KvPMQLzF~e{;j8zz9N;G?-oH06FDBj}Fa)%Kl}g zrq*AbDi45q^p2Vo1w%=y8pSTtE=07s~j51UT{bNci>YDz-5EuBTy)> zvg7aHzvmqtb71<~A8hWH5;UN*4`aE#xgI_ZC*!by8;GEs*eW(JPYW2tW3YnvRt)83 zQ3RI(TdL}SesT=+2+pKY({0j}9pVR35%9iKLDd<|BTzl4u6fqprz8(XV>l*VFffds z&x1)3F0X2LI1>ftoa^D{oOg1{_3|}0PX&gV4yui6?6^TO8ouegc1cz0l(0CHF5{=d z!uCvU9&bf%MG!47Ub;jOVdmk9hATTFB0>wr|6!kFBa{-lD)VTlGju33hC+GZd>_KV zIX1F4;Gzyn+p_>=UJafHB9d@XL*qOIKrTdbgn}(J2;X$@sQ(zu)I@@0R7ok!B=-6EU4ig;V=mioI64oYFc4#Vw zqR{2Q_5tK0q@^%l^zW^)zU%1`{U|CBboqyvpK}&t3Wp)_APhMH{vS4la3@D0)6R(E zD4mCRcyN{}&~KJvB}7G8Ab9!$0UOAu!qDR*I2=Lu&-i#~kvKYq1}#YlQXG|()HS`^ zb?vCEY)}3mnsry%CNMmUj~4`H*8t?Z9?r918&$~sLsFIw)6PRrmWeWKQbc{i-x@?| z%fT|YqoSf3ptmAB4o2o4%KZCCfp;Rn@joBwN8Zae@qbl_1XkhT1@2IG(EPJ6%%NLlfhy)>vTlm^m;qBweuH*S1|Jz<(e{6efOD^IG%+#{e5#lMt3p6=!_UiGe|6hT!SJ!(8hnRNP@EQ zzdqU}e>j)IL0X=kvYUH(k6e0gnP{FLW}eSr6bMKh0&}fUcp>Q-1rbiH540;E2B4__q8x$^({=|(&03sXgA$IH55a#@whbapS`2T0P9O+u&%vp4?aC!ziSEV_U10oT~A zmwT=sD>hx+d-{36bo(1>Bnv{u2iRysB?zEMiH5+^)W-cFNZkI%$CThH`%Xa&ir%qw zgfgOuP-qHM>>dvE|9!5V$B#rfWC#@cZ4z!rxY2?H9sFrpS~RF+GH*BH*`ELBiyCE; zpJ%^J+ou~H#3kp7fu?vi-@NLC@3JlC45S^o1J`b%_&hp44(5mpZntqGUqTK}CvXE~ z6V^%f-)cs>)tB!tMclfs8QuhCBzzi%D9|L>3WFWL6rUdz;*Ls9ugg^j;_^a*(JO#(VU5$z3edCpej=j5kG9%Pc<)5WctY=^l zJGugsd?(<*Ev=b~0&~Q$W9< z9x?LpFaWH8amtvNFUc^^Ey~%SGY)^!RS`SiUc9rAledd7+ubq%90NXuN$BVNH(_hS z;WPK7F(>3_LY(NodDN3Go;M47%Ku0_CS3R8?oHo4N>LDS_d_to{4C;PVgx6Sx0SOW zcwm`Wr9QzljZh~ve%$JOA5BF^$Dhr{d&P~*z5(iYA3vHZ`?C8kxq8SW)qWZQ(tmA` zU6nuYsqjfQe~C7SELhwHi<8>D;`DBL|FsifY$qk-lb#3mOyC&JQo7FD)r`9r8^V#0 zQ4YJex!ui)xG;nXP7NT|jsH4IJd95KCX7Mg?3sseJLH9l*mvk`O8Bl#&oB0Rs@px37NhjW>ov|9Q{ZXYaMwnrqIv{(S`)m9WRib&&f2o!tb# zHi<2R`v_SD69=x-=L%LcO&>B(-AC+veu#_Z=ko{yPw-3n)xB8t7LL=YB$6U zckkS9Zvo`gA;;Pcl!N;;k<5&YeqeFQa-^E0xN4CU`@RT^GxI z^kg~CT!69f;HP?sx~y#f&H^=f58=849Iw-R>m*D3_vSTemN(({C64|MMPFz4YkJthmKP7Zp~j1OR_9QXnSj)n}NMf zRc@7m3F24$gT;(1!m5(CJ$PJnHh=pG0{P_U%Wv?3cq>GNt!}}&J=-DT?^ZPIcW6O` z7~?)mvkqUytmbZ6a0Y^nl7(?X0;eetzFy^fp2#!Ogl&M!A%aFgu<-0}tQ2;!_f)G` zP%U`cX#z!8>Z3|Sc9v60+eJ*dyZ;>N!O2{LAm(S?+*&7Y3ey$T3wt-4DW`YpLgq2cx`$h_qfs5L@>|4FOI-}*8-@j1xB9bV+G)=K@! zH%*>5tgsfDjqP>x6nS-RDxF7%g4U%v1SqZCAXw`z$;op65 zaY;`(WGfxw)D0hewq`N8*f9&4vDbdd0y}abWu<%kIEkh9@4L;H0yClDxpg(FG51;X z7a0t<(@V#*y4hlQ;Kv3MhiAvT5|Y0Ogop7b;28ob)O&ZkVUL1>`em1~$iDzBNA7bU z$!DCC=xi@n5&t7sNU)gSMYG?!!dswz0`jV&QpV=z$A7m~qFm~i5cwkrtiYs%v0R`k zc5X{!+)d=IMzUaIo-0ZXsYxR>sK4cjfNAU(F*7=Phj@TY!ovW4c(CCPDrA0vOd~lL zy`vLaR&bAYyvPB8P#Cjz9tO(R+#-DCcm#p)1n11ymbiS^mwY2V-xR?W$@L%?yYObs z5#Odx$|QjtbhWvl&HEWMZFx)I_nUy4@AO`WZR0nfuL5|z9>6pZN&ot*U#Z)-48!tYb z=hB^yOPxEn6}jvSqAQ^k%}CGd^zqu_hWAJRq$rnpa^>{?=2X?LhHs+vh+m=T+s#36 z)q|Lay4rf5V1~q4x$6-%H8nfF*!)@JySG8$g;*}a;R|2kP68y|rq!Mc$y5ZvUoKD= zA$>XdcsdbOpDO1HQ>pM%q0)*Cj+mQ?w?r#9=-*V|QK#^Uq-b|`4|zQrye_6a@n9ql zO0v_4U#q~V;J)~IvFC%=KtQDe&s7&ZHMzb1-x;G6_E7v`SdubReJ}NGH3ijYE%s$q z6Hm6y6zWHU;6Yr$yr8|gx;pvGH1(p3l%SG}_fPQutO}^M9`L`?@E;1`Qplp?Y!Po! z34eo1kO@tHFjQDY|Fa#Z0fP<#d7fCyI)fJ>KPaOG-^s$g286$T?`hHuvCC_5cmMR< zj*V*UR%ARvC_-c;hu!9}&MwqKIfbyK`LHqGypus``}`9pwnV;|eH+>1u@Q0!D-xts z_Xb%TB9iJV1&V0Ug$1C(iYrqR;ZqbP*$ImiD)`UTRq(k`jwHUns3H5Z8zuDyG5j0C zYqfVxY>=uPhYBd#B6PJCWAP(Vu5-Qrm;`~%!*kR{Xq+mmjP_F@i22?mRjqz*$?C=N zDgxwr-Bp?{Kp$VN|7`#s^5P5+xI|$Lq0MS^zY}@g%2hGXiC!5)u&B*b=mnG^u`d%} zP%7uIS>?K9AXuj`Om}^GLbh%l`0L59&&aR>=*-TK@LtVfNWxeQHFuYA7lrIR%8v_k z_)~N8iZU^|e!|UIh>cDqoKFxW@Eg}GB1Ci(2oSK+GPi$??xBJuBmfO5C`T8YqUGKlgSa<=nj}Rako~Yo#7DF1?e&$SoX zi{Jgu*ij#JtFu{TBE~SX7>e}9Sq9eqmXZ+kjPav#s-ihFm}dn@l#Q-;jS4=wlR@y0 zHxlk8%uacZ{z6Y4jH3>ZUZ_6Qzz~S%R$g!d8{=*%S%_k6g@k(A-Ti1kh<2cn z2)IIRojCNuUZ9l?e+z-q)Ksr(mBeVsz_TsIgUD@1n$Rb`6p+4WTtz-BVyxXS`3tM% zvV|_SqkbqcZSbam0F}JUJo~PhC~F+WAQQy<-CHcip9P`c7oQTJ> z?zvdq1?54K?LJRe3I9zx61{L9k~(v*uGXs6@?l87k%_Tp#Vs|%ArHnbR4WKK5p$7J zo0W@xY)W`GWRX|Cn9JM*N{PW?1|n%-=Q#k^TlUW4>yJNO3rCk(ohku&uW$>M*fTF$ z;hMV}joQ>1F<$}5CXjm7R^>(~iuu3zd(*wdc}O>C8dzj<_%=a;WO7bDY7rJpeOpt( zRxN)Z*CwgwgP&OHQK1o;ABJV9e_XjssK&8#!}({jJR^-E{;8h@>Od$`;Yj5Vxf{rrz^fz)d^0IY^^v+ zl;z~F{Ks&X8EEhV*%O=2YW^-*V@Xp})9GEEREkvOQhBOig~|T9VvCJmtf27=Sn|wS zB+~F^if;9S2*;D>M5PdeL*B!8TDCv^BNAcpyso06VznH_6iW}K7ZvVa>6L0yQj!92w~k|}lST&( zAK=uZ+4e#RdpuD4X?5T>`MVdW>g2vFnXF|Uj6^TuiMBK&9+f%rI>;&vO9Cb3cZ=Q8 zPQ&Gy!A@e~qNfF)mJ`2M6W5~wpV9+X@#()AfP)f{;^0yVBPX?@UR0Pk*TYZ;#?&Nj zHbfGb?UQXq5m5Cow%3k-f6-}t$*4RrNHPbMzJO;$Kt;8_{S)*Rn%Mn@a~*5S{mA2s z*RDHZd}P*#cY(X8jLtt#^;CJrYM*}}F&sJrCarcYhQRFVoqH*(7I!K~RL=3~MJPe+ z5_ZGPOzFQ$zWnpqLtbAkTkqlV&f#}#@ zmqyg&c`<1Z5>1!*d3Mc{)(i?gbX&$j*y9s#d}~-M2RIl%i*1`&_Yn^D~b)3ApyLMELq+*&@Iaq z5L^N{?Y>86;SqptKs3$aT|?I=eb=~t$eZyxxEF;+iUFLnN%L=ty+Fba7&d?q=3}<^ z^(&lzuEA_P86~AnYdR_I-nOKpREZBO0*hq-{1ewfj{4xK$C0^vL`gG00^2B3QcdI_ z5o+N<`Fu`Ok2x}6U~A}K{?_+_FHvZJ%f)bWGFStTr;dtB%ck%mJK!3};Yt)@Q0LNC zJ|8+$+r=XmJ6tl*A7GC!O~tiPa&RnABt*QDS6MZNxzFz!&Xp6KpTdz9g&ik?_P|?B z@fbPP$}9|VkW4W(9CU##fFutv{M4tzA_cn9{I}spIy#ZLwSwx{uwV`r8t^=ArhY%p ztG0~^=UEd%Foagc_nTTLH6W?8vVK?3mFR2X`ohmnPYQvt^Au^eh_>da?S!jo;l?#~ z4>k3(va`cg0X=)vMWxYB`jH4ihfkXfLu*ci_r^^s0UYx$TYeeo{k6q0psLfbuo=5m zm}ubRVkYT6twRfTOD$@SoJ!F(D8Kp^I7o742^B9|*WVmcXU8BPjNmR(?QSF?#!I=l z++zF!)(Q=P(d;^w30_R91jGMwMX3nL3e#PW8R99RC z7>1#SwULHzLg#iJxb2w3VXsSg#k~&zDY7fRT2)qo`d`ZYaRmsvAd+dv1@w)zyi7w4 zt6Cy_?Whn$LfMiu?&Gbsi%R`Bh_d6}p{;EnSMV%!hUkVpTDOsjAzsH-G-1+AO3@Aa zKrVQ68;?M{_=m+ZFQ`a2FLdz3bI3eA48DAMYf>fp9F8m%*S+7`FWj6a_*geXNiK}8 zm|PTssaCORpVen*t5GdVmfVct7l$@*z}*LIalQ&5PXGuIZduI>B{{fyLL|_?J5$sy zjG>cA24Qmz=3{5a25)1Fid$TQ{@=?qwf#7#{c4Aa2{WFh;(kuGC<{xy)}x>D6h6!4 zZ+7fC?74;s@!+J4*f05pS){5YgAg8k<-rq-Noa+xxcsb>j5>oLBO?PaZIB^~0}*$g z1qcwY2-S#WUPblO168J10EPq%Hb8LzjLqHXdOUdO)X+NIUU98y`4G-HSQQgCx*mA& zL*`8gk*|^X7!G-K)~dky8)R}90~A&KO1f2})5~`SqG=Jx7>KFJ^UDlw6~%bQoLTfZ zHr;=?wg<2@_ONBt3?wSHByGM*0-ry0I>3Qc19aW~1CO6Jl80_h%Aqxf!cuE>^I5Qe zGew4Z=iJrXRK#9b5r0v{;)S=5kE=3Z1zu1qas`hyJ~L=7MRAOFj5FQB`~U;?v8n6G zEd(-he;*XmyZAVl-BAG~aZM8^jAHD*7oe!( zrnT2fvvyA8f*{_aC4N@}4g{d*0wlO$gIfSg*k}C@%}M)<0Rb~TugWRmUFkw^nh{PG z4~aX7>V}14D)OfiOb6QIM9W&7u&T1M+ecnPbTUhK=U#>WbNc%1Gtr5O7rC~)P~dM4 z)7Os%T*wOHC-lnjlQi7Z-QDd~I|W++3Ht6Dooh)PMWzDcs^5(#LJXJ|E>? zR8<#3Nq{hV5Z>8P81d$wxmvrylpp7XuQy})7a3PK^CUqeLTyFmhr#lzFGKhYP?g`R zPIKPZtsgDkwcso&*&^j*N-q}|L+xz*9>NrfogUMe`~`Z(c~iP0OoLoL zhMmNZNbs}BtA3T0&D=ABVPIKYK+CH+Y?qv?5&*!6wrIc}5jZ5sfzBG}Q%+awJ+>33 zmBC1XDdC&2{sRjyali>Kex{qfgYWj$yq%Y2ki))^&}AeQ6;}yOQZn^8`4L;u{kESS z?jCB*;8oK2=1Epae$TI>g$0Ei9yC(w{ucC)y0(&Afmqs6xKdf?dR%z|2=j{@!cbz=sF|iN-?uwusy=<^TycOx;T5!$(Zs z3_+&&b|@@psf>uWW<`Rn6F^{)7g3sX4wI4(4Im}_=}k4d@Z@d0MuWcrhk|O&@$VXJz`HS$%9hq?)|6^EPF_@1)eIU&spv}W2qc^Q>HSa*bQ4c+ zJ4y{$*Lbq#+Y9t_Q7&@H-UC_vgdW;zoM2=!SrXrIm7ZMBw6FDF`<=D*nbyu(m@bhZ!Y?Jus6lY`Oq z>&OBgthh8GY`-AOwo{?(^ZSb&G^lAkb4ZRPC{S(UVX1dk+-E_z7#XYUTh7Y5k7P;7 zO8T>~NnRwB_t(WDFw(a8nSl!)gvOFCSCZ{)VKzjfIk78_ZOtZ{&J=e ztvc>7ni0s+ayiPEI*OJ$2*@>PqTh<}jffMYwJ?xpHuQg>M4M7BkvY-$y^k z(;6hsp^T)QQrXoNNWLpPZKcB@`wyopsrKpaePvfK6b*?pd31kq0l(+!tY%yF{>tQNxJ!D%_h9_1lLw{ia5hB-6Eh_5S zCRA?}(I!maFpB3fI*O+mNy0|NV_2%-6>T!87U}n^H9=Nn z`^ICINVPRbilH0g3~P1@1?f(V3Zx7ITZrvCk+}O7b5<3}RL@Z_hSX)!*+|9S zk1?zSQdw?h4s2=+Tl(F>zKtG5PKt(mkF!zMDMqb3N17hnyPHoOdp!f~6mYOMeq{i4 z2LOT4`S|#bXRHC2^1mw4;M(%BoXyNl;g})cbJkcIJe?9sW@tkEJhhx)y9BwR76vUO zY$kDF&1e6-CHi!cn}xrHPhLAy-(3F;$HO4VQ;{NM1d3z)Y`9h2|5rVEMTV8GS%K157=?BL_ty z15nfhQ%az{=$Swe{kt?D05`*^$4RM?+PcL?Hv4X}%7TA^?t?+(>vWYA*cleB5`Hp_ z%=Yfds43DpBmX-oK@_% zjn%YJd`{WixUG~H#U^6vl(V}g>@Rv=3bljr%Vb#FM4Btc<*Ub$;3fnz%$_;$G(Zvq z)76axggaoc(%L~KEY8hgb^RZF2nR7^mu|zbYY-#@w+*JD^NK2CdQX?^tQeWIifb4N zQyF2plyT7`(0Oe+y3=3+rS-T~|5@ho;Mz&#B!!4E%O|4JXcy_j~^1OWi8`%3I0`Hq?O9ROsG+4QIvkSaw<}4mXKkG zR`^r`ee_36bfW7jRUriM@qlkCtrFpDwQ_nGixMF?`8B$a;9W%$k|D_7W>iaVXJ@DG zV+~#kq-$kV$<+1zRaaQo8nRv6YR^O30DE32d|VIcE5e($ zuM+(uN$9UA{)^0`*w4H9Ac|~;AvfVMFf>77%qOb^Hm#4!rYX{Vz7`06hU1r$z_R#$XetJ55qRQ4*5l)n(?D0Pii7+#~ z>uhHN7$yV8f4-0O7vNWFOKP@he)-BcU_Khvzlp7{mbn$sR4e*9xGD!Z`F`!!KFI{ZReWYNfz2z6!Ah9Q1wY!NmB9y~B!lOSK)d}w z-MWOBz*g;Xpz0j-HwtE~J^Q0Tt3XKBa zyu6hU6K<)R%+y*^p@Su|HF@yi{ryDDJ2ICH42{Y4Xipod$5}EcLYn|qCOC1@u1+IJ zm=1H~(H5l5Lrofk7|a&cUpt->x&4`iX~!|1t-Xang)S+`DeOe~N2J%C$h(Y^UKh(s zLQ)xN!;xzjBhK0fn5U+o?&ECf3(WK#Myqq9dU|>#VCWbi&H#R@OJnz_RVWw}11D7~ zE5oO<0SZ{f!bJTO0?3Giq^@_KcKlC`?oT}bP?+%0&`^F3v!c^VGFJ{V;U0>Z(KoCg zRYR3u$dtDYP}(bGe~JWvmUg=SW=abLLSmd8f!eck2YX$^=MB{jN@SK=v@3jp7S#3- z(yrCn|4IlkVEZn3fh4k9DQ%OTE$ryyTiW3v`Y8|m3ti+z2<;*mrPZl3k=a;DXg*h3 z_%sVIqb4NzH4FpCxM~jHbv@W;D#RvhieEKcg(Ok@6@%fzFnksV82tlS3^cPZ06(F! zvJw=V?}3POrrzuw|L?!;%|waqdzzBNe8M$Vn~?PMSLT>MF2#g8$)a{;za4lXd1!Jx z&G-~ucTEKS6k_?yP1^uf;0)ib%i0e9pu)~-WB6+%=^?7cE5`&w~=n#iw>u8Pnp|Y{n%~GRlcjCv&d3CX)e!yzj$z zWolC`7MEzpv_oSZ>mvuX;$*h`a*_^PBttQGBTu4Rzw#M;V2kKy5Yniwg*~mG)0HMH zfwAF8ORqn8KhhC6{@_S0*oY)D5J{o6H!Wd)ex8<{y=GxtPgfT{Ao6&Y6n^yz-@(Oy z5PTQR+lMu%)CO32%xB#1JBJ=fXJTm>kcJ2ccz+Q@l|;v2?jaGQ#~UbgA2`r_=4y&p zx)O+0dBVD6s_k%Xo^^#N+vP>8+d}hl8(G%(h52H-K*wte;pO?peXVPQ02=2<0NNx+ zIV9Nk+EmFt!j0_C$Dxe0lT3x#KcN?{=`b&Su(fb)Ub*q>_f`5mhG!E}7dM1$zF5za zx*58wn%IO*$v!1%C5xP@8P(ER5GyW1S&KUhJ^%nXQ5U0y5&m5m^Q%360uaeZZGpkx zFLP=u;`SrD!+t0pYf%3DS;mF-)B=~b@4GRMdZ7Wf4&72N*>kcVTYyZQ8#^{k9U;Gq zN;{Y-M3y`c8|Am7@mr*LGvapw0nA_j(Q#gTiGEuCu^X?|h=8EP0Op4j%dhV|RR8h&crBn;GfP$L|Z z^Ftjc{zT#<0?{Q<=sPd-K5O%-f>)pLajQwuhsD_v1!^ zT{dkHqRixc#-nrm`l19H~pD$BwY=Ve=Q8oooe^aC$Rm+gmQ zZDSa1V==F?`m1@qd6P4~$#4J3c@O8b>XPAys=6(x1O{qsIzo6spU;$<(T^|#?0h<@- z-W|^q!e!_A|FNnxoZ$v6Ha5ati(G#-c$s)Zv#cvFd*Y9d<}r|bIpgwBc( zbKYnoq&}^%qJ=2P!2qeFtZF{QN*>2{@8)9j2zELf*gX)|@9i zA9waxx2Rh>YHTI?YLgV1myN}WuK!@MzYy#AvQ>zWPnhgWY$g_}Qk3xi+PQ(;)nXtn zD8HBRBx609c-?rrYJ!o;t8^3E%G{TvLotO5C~$sNca?N<5~jKp4WGbsAd#iH5jCrC zuj6h5${Bi>lD){yY99hcA8|A2N>o%=?<54v=0*Pt+72&8&%O1^wC~m|4WhL=dzX@Kd6)V zIA_1cTB{no?i{Li9BgDqaP$o|>5EieD^ID{nF~>TK05J1RMGq7$U8m>M99S}mLhqr zSj_-C1U1O?h@oufcG1G2w0IG=E}(z^{Pl|f+?i)Q)JbT6drm;--?@JM7ZV%qjVxdE zEql-cBV>IvS6s^Wz_5i1KX{M|HEkodw1SY#lfT^>=bIW*bIz<64yZ{?@~9h6OpXn0 zpFsr)PA{*OxXFVlm@76BHl!e-cn^C@K+QD18w&oY zl^-?q&NM1yGL8U9t;C=B^T)A&guxbg(;3pR{9C}_LnTkiM_z~y0TKa`2}W%lE^aw4 zw}l)RS^7@mD~1(;3RH+!?gP#&RNUVwDhpegI?G1F&39Hhi1TbB4jOS>dV-j5=ou?G z+$v;f3MPx1N{o$ym7NKEmr;FBnMkH1DfQ<@3>jDbq!_dzjP0-4C*`@r%yYOQbwJc)^MTFcp|ptkjypm)YaS?x3>e=L;OR>IpXtq}d(Zl1Ynj zWLh>+^^_|OB-<{u1uOE3)>lQd6|lM^ytvh%_@+cysRRK@XKymC3?a{e<3;ggHnNE` z!N+3aCh;1bb9qu%N!gbV)^fOrcaUYHY)dMHA6R&z$>7#x48IOeeg6Z007p_TdD0Ye?k$_0wQK_?2?yx@QPmyJ)fCDX96d6b7| zekA4{#3j7Q$N?d~>?&=B%VW(XDnWrCiW7bKLyPv2z*2+kT3vTCxN8~zJ|oj=J|%zm4qXYRYDARfxjt~0!k}^Tm6DI5b z&>Hc~U`$kyzwZYcJGZWNKpl5p0_;#gHt(}+EChy_09uja*zxMpFf~mCtRX(S3^pNyAV_sN}uV8)BkArlj|4#4)4if7uo?Jv7P3Q4_afzA^sH^u| zj-18gl3yWKvT%d*r zqXfVj;{R=!1G=zpPp`?f;xKd3p`ksU94TPR{^JvtBo1l>rRM1N3U2z78w!dsqZfs` zz1)0JO*d|L5x#JsJ$PIt!OKHNL5PJtLff6doWAEM>O9C$x-rly%A0zbsO))WTW(W^d$tV z<*b&@{KaIAf(`8SM zWm6e}c!CxT3kME;Kw@)z7fwZh^1=15w#ySBrC1PjZ&d0%6(qDP(rzS(n@p1NQ+XE? zdQCrKesbP%k!%Q^l_Gv{sl0FfO)`>G6SlTaHXRnuY;g`XS{=i@@W+w*LtFzz1@?wT zLoo+5nN-neb;ZN^Krm9R6HKG|M!Si_QUhcNz-s#+=UgL>exgNnGEUutR=iOhNkKJ_ zItnXo(=7`Wuhb3QM!H+(&)Ik#NW)=t1KMHf*=2L8{6hzeg%#{jVRfd|<0BcXyir1YEfU-SWUGk!;|G)Mr(tMuF9z_09+W>$^!vG4nUfZQu6Z?0U2B- zbJu2^P~(5mEjD0T2nnWsbB|Tkjf#6Va!>f_VbfvdVs;4Gr8F^Q~* zPbO$?7u5=e+5w!(2}}XFK{UwJFgAv}o}<&jL2)PZTDZ#4n3EKkiwHNZ{teFQjy?{x zMwSM!-3bfaGquO>^TU+fIy@C)f4-xGp^&p>#EY*V6@;(m<%M&Fk)YNhp_;fIoLZAF z7vzR=c_U~Z=Z2aUc_rHllJk4=`kwe;LH~@rIl{}pCSiLPCCOnh6ErePwW15|1)zJp zDeGEyf$Ip>Y;UjA^Yb?>O{CF*>oORVz+K@^A>516f?RYW{Esa)^zWY285=)3{mR>^ zB4fxYcB+z2jz+um1o}hCnoD7s_}4QcwiH{M`0y3gecdx6uX5w4wb!zWz`sRg&1u~w z3-gaqO0qSF?*|*H65%FqtOtu8GL2;wDrk!y)JT?jqg*5MKzO|u-AoR~^@8CC5FNq9YD3lssVe zm)pJ@H2UdJKmrItqN_)_9EP$aLD#*wwOa%Y6qd6x!PR z8v3u|-Ml$9zd1^qHS#ATXgkhL@6~4sJH@wLz^DTd#|Y(R>=yRtf_$RdY`Mt5r~P(u zRelNX4ET^YaI1k~cJGIW(M`x2``;y_bSmhsR58~w?3IcFt@R#7Q0wR8pk zGd9WB9e>hR5@E(^$XN<_)r~)++o)>X^oY0fMx$e5Wuz@%#2u)wsDN|}E|3BQZYeNw zoSmKhOP5dtKIquWC@YT<90~j_zw!Ve1A)wBmVsd(awQ19UiGriQ*iu#K1rt33La^I zo-WUfYD6p>O=C%Ne6;X7JAFwea#3DXH5vM4zwh7_j|NjAf#re2mTZnQdHjpb<}|7U z$z|f~*C-~!4ViP-%7Pv?rMB4eU}h76;}S470@_PZdw>`PtdOL@cT?P>0!N>m+zG;_^6j#X1F?3 z%opBEX{x|pu2oc_uAg=tirQ0D~i^tK}ZkdAr83$k+ z3e6@7@<_l13pDKH97bSDsi0XVk--XI6pgS*3IwzZ@#Qk#Z6Zo8qgb~JTGT(gG0E0^ zSEb*=)OK{!A93B=13_D zHKB<@2ovFV4xj}g7~sD9!0xjeOz_2!Mn|X1whjxWuVz%Ns(V{IVp8#cG!;zXZw(2a zAG3C@Q$Zm=`12XDLgLeEc@Aoq4qlc@nBuB9MAGHPN>)y9(2gxq4NOocAwQDWFh%}Z zJ)3MNPJFiPbo}sBDw5wPNINC}GU98PHwv^Uq%18l3yj_T-0oNe9ss~|gYXtkb~bug z|MaBT-|MNwL`R1NLd#ZMW^(uhYP`Q%LI#1ER`vJZR5m94x=aGe9c7wC{94!1xh5~Md8$X_57UuflBV-BIuthDM^`{ zQV*N_H87F@*C`}8J^Vtwi;U_ha?}{TO(DTe>-I-4K3fG79=pXvc|m+)g{*-m@lU>I z_@?e;IgmZ9-4*Qg!zjtf2W;&rmbX;6p2+d}JQbUvx^?ziu&0mp21^2V(91-+MNK?xfB@>}S$;ie>7D*jHk#6b(1JVy@ZiAo0dQdKqc#XNxc=oa zoT`~eNb0Dz8c{7pp%f1kEuXv;zq=8Kh{{?W%+PkO$Tu?mx`cC}fLN zJuMh$dLqQ9OB`ctE|H9%8+;jF>Q!x&X>Da|3lx;VN){Md+|&5oQ?VH2ka%spyI!LZ z=pG%3R&-^nZgTQYI?_lwe$|iXB56m;Qi>9y|FTHWKRLPipS3P<=t6f?x{&}ige4Xm~L`+THiQl&9 zl#qU=94j$>*0^U)HYqwXOu4A#1Mftlu@*WQ<0kz&FwX()4{K2&*4k>GE@v)s&HCzq z_Zuq97(N$HkLMzH<=p-S6>ae!iffCTb%+O-Zr0{8A8|zew(h*_{3Z})QP><75|>0@ z=!nfLp{khmo665q??wg(Wu>zwU0Z+9WA}bmTx>YUzh4%D8)KTg9jFz z0ey4SKDUG4NnZk?a(sf}ntr*BZ}`F)II1$xJ1#|ceN$V@_mw7zaOWFOx)R^;+P>9m z)WJG7(*J4`dUH6tn$2nap>NOfWc=FUaV4?w!7ZWTBi-s-{RD349h-a6O|STGi)yqn z_KF9>^*>tF)y;ww>bjbmLN#N-Pyo*_zDe8HcPVYLz*`zDAB$d(sl-peR+AxlK4m@s zXX?Wu$F!NB$_{*Pau4|K4((!->K8lKYZ|6U-0x?5)xXAdcWV^A;q%lh329@J_Fvkh zO=~=*KX}SDee{?{dUGqnsFMjaiMQ(CTSkL*Mlc)#PhD5>k0XeHe&jZRpf&a@@Rq#HNwE%1 zAeL_|(0w9#KYf+Br#(&(FPUQKL*gEQtiSdjw<@nTno! zqg#zIol!wGdV6@rL%QlDBQ$+juCdQ#C4lj1RpQzaCy~OOk4LJEdn8x$xwzi4nWF+) zyKW_SPh)%vSve&c61H#7=LDq?1D)|B7sL;IQfoPMwmnh^Q*%1^{R+jLts z73{yo@HgHwkC0gMG%zwMG2Xb5rX|CkU09Igg&tc4izt`R5o4lUU5m`kYW|BWrrt)< zrqEom`D;5IcPuHk1zO?h4c|$##wGHfosG4}1+}?}6Z2!}`7NQk&Xl`cglB)&5OyxT zvH0{We#i{=yiOV#LHiu`d&}Absv}jE_0Qo%H5zfIQP(Sc&`2BW zMhY4(>;lQYH@37%&aV7Q_AQ~rMD<=Z$t{}XRz3M;soiQd`6Vl3g?y`%=5tVoW5ETR z*fNU#xd&U4R0R-?$4aWlLCcpK6|bx@cXei8eM}VTYhGOI4WOvy3z38ja=B5W4RS@x z(#IzxSgb01zThFooN;OUA*%kB{O_`M_p7S8oUC+;&%|vB8+W$%p0AyB#(sLm#X&Ww z%Xf7}MQ?$oE>lAO{y8EqR6Kv@*$V3VI*0Vd#WA{L0xiV^J4FiL*u`1E>E&f_|3t)d z^S7%0?Aq3aeot(x_!!K6K1S#wOh+p4yM2E@gcxY)pWSX?P1_||NoJi_?!{i$f&36n z{)cvUlPBtUJ(2s~L#un@PrG56m$(JT>Fu7kv~syZ`x$C8dhLrn$S|K%()Jz2DWKj{ zrTL1mH|P~>z&xS5QGGpgeTZ%$ubo`!1{M~%wG2WU^ zX{rU`5IZs2D%E=z1z-(@#dyu(@bm+it?2Kki+=X= zusZj6^_Phm0uo_{M&0^hzgsR@W`qTblH4MB>_+kQzKu&IMJ)-L`9o5zj%D3A$-bd; zr?Nes%ia*VFxg@?{v9Wh!{V(6Ww|U{wiU}Sd7UA~a~8r^Kfg+0vQOExbE~~+?00w= zwX?#yun}wUhdC~Z`@_|Br0;$cg|YCvR|+Vh91m=$Ik)W!@!LN-?AI=vqO2OQbo{`q zS}#r^E4BUc8<+Y$0a?fG_{aR~K<3l#_Z`1n5%@*y=8rs|&M{KrzHMme1Gf%1X}&#b zwD`1?xHNvfmaF`|ryv|=GMQb+9g~+O@u;gkk`D;A{Pg&b7Bf5`675}`Pw>-ao!+oR zetclxE5E~o76tySY||LFcJgsYv5DsY@qNRvk(V;}Ji(>x_!MPOft)kbsFdaYr7wkd z_DFyLo~jDW_o#m5yPH_tfN!Y(&kVm)ghD zZ#^|dscmg+HRozqP-%cS9AkMfg%ME&`Gfns))0^leOU37d>;5rlpp$XfHF=H?+2>MR{=P}LY zoq}A^51a^lIY6T4uRF3NL(Q}X$(*N2@yxz%{tHSfKI%8s)p3@Miu}1^C$MmzZKdb` zZo{#K>RhDG(+7(uns&t#F9*hdtqK2C}E)YG)d|?yW|G3(3-j@goXJ)I7 zeP11h=C9-^1!Q$5Hp`Z1STj+M!opXiI4AE#h&iEgLmRHbh)-lP+=Xo%?qPvOAEGdiZ7Gy8N0!SNDN6KuWH|E+;p+&_^I^^Wt%uz9^} zImIybD4dPB!s*&{!F2D_H=&Ij=Vyibob}(auxhF5&!5tdd0*HzekY?bVId6ULd(q= zoyMIkoIR@Nz;0&cH0xuC=2ufvNmzQW6a6OTv`-U!CjX1}L7`-uw@QMP;wN11G0M`D zG+D|?c9deR->H2TfWjZmhkjym<59({jf+7D+m=Pe~N4OZ>* z0nSIKX%WwVQYgKsJYLFdU9re)*n4I^h1EgTOV!F zp+#-oMTAbRdhSncBzyyK2SW-#urXfj8WiqR_OgKw@cxD^$+c?JuX$ zwge|*a*51g_)(^T z>iPW9j4mdq_D_JN--8OU$PJId->S8C=RXlf6zob1IR_1KU<^b0*5Z8H2$?;B5K>DbkQI5aVk)+4C2>pbP!sx^-n)MAKL%hQ%D-kiO?h55rR#>z1WtJg_Dxewd@ zZkA{7G3T6szI5e;T+l1ySHa}I`;^wK#=rZg+D+q=&62ilyj&LQjfq-hs_)a@>+ttl z6yrVW5VZuiP)>PC#l!b$o1=fqWZ=iNT)7Bl{`@&X@KJvjS?xtpd42L>L8&SAz_111 zt*Ir}yPth8G12+-3`~+{a*uBuV6_%S({Vg2T{PH*bgAz`FF1M|3~hT`Z*Rh~esRq9 zTSTT-`v?c`<<94kNfE1x#T`U8<_aOIrJf9wA5@#IUI;e`1xcguEtUV`WWj_xn*q!|1HO<*B z-y$j5@cepdX6rI+-UOmcrOPWtl?AzYwlf#>}4-Pc8%-83#{F6n^s!JajI}T3?JZPw)cfKY= zQz1V%DNCf*Yc#Og!$KP<%G>y`d!;5;3N173kohle3@)m=*3~_Ju<72<)vUPBBd!jw zHL!iGaKv^swzRg+&(H5q9Dbp_a(qG5f~EdHM7@PWRNePIj8aM}-Ka<-ozfv)(%n6D z_lQWBN_T@u3Og=%IE_y-j{w zAi~PguS_P4U^nbfVQVg>1mZC#q8eeT@>{08-VM2YLF#ep_%n9m7&L^W4^QbD9%9SLcwrp3ZssYubjDJ`(SMl`0YqvCkU(K?DYu9} z4ns5F5WiJ?J{dDR;u#Jp^)^O3_EhCW$H{Fk<>hwn2ZN!vj%{ruk)^1I6MFhmC;4Dj=|>cfM#Ob5B5?xAaM* zHfdQz#7C2~{K?z{q0xs0*0WiYe4@5)hjng+OYV0wZ!4s;^l!${VB9>rmoMY8ELmK= zF0tXs;oth{hrM&UI38^cCe$nf?@hbyZPW2#^ZXODiafOKVc!J)>%YB$?e5z{;t8-u-LEy-SQ{L7Y#AeRCOv>DV}I5h{ZgWi<4zA(A^y-Nu2IN5@6HWl zb>*mM<~UOz4)>^#XL+}j`_sAt5VyQEAJYdYjXw=29II|GsKsQl#>~nwxh#t6Z24A* zX+aAhsT_S}%$m^H9eS6q5C|>N7}JOgA}sFb;guG(D-01odUGiIwKXWjKk&=M;-mQ( z6sGd-{qWr%pTwc<-!^Kp$9ewcH>sqetxj6+6 zr#G1vPtS>dTuR6ve!2ivPNII(r^Ezh*u*`Wr_aWgL(kqtu~_*c(uog*FOa#(aT!5wY81(GGA@X;jiA z>F6zNe_PzYc(vwjxyP^*i~wT3(i`G=m;lQB&@OD?Yu@mya;SBF=dnMklt9|ab$UP5 z@>BJ{b2WB(k9m@On)@J!Pc#enxg46-v;3Yn(^&=mO_clEIB>f?)Cj9=pSK5(H4Gl# zXV0vnX7Lg=*X)&ysb885kDLerJ;0Xyrl9bU+jvRRlP((~ z#T=e#C@9g1_m<=c(fd=)*@EP%ZD-$fi3I zT78;$nR>bbsJIYQd-uL|!>?&e&7zrRNGSl&;HRO`{-$^0TlRl+uGS@E8DN(Cx^r1a zxOuRzZm+k1U0PIgDP5I|=SXyOR!qfb%bJ(uG-yTj*Pdf}vfYoU!o}9=h4tdk>n%;6 zHvnSq+qxJ@ej4pzorpe=XNYDx(H(Zb$~7%>38*|(xOzC{dN^0|!Wy-4ht95&hg4d= zIV7$ce(bg!$hKGct{>1S;bXH~IDRWR2}eJ2T9A!t`V$ullacmmN&O~%-4ua1y?xAx zLR>M+0(6g(q+vfk)}>DDnee&LrInVaAaC#?h!G8551cNTVCu6tZtVFB4!^vhp0wjd ziW%l^cCe9~6Cl=r0CaTq20XH-jxOaLvbzPWvBAPh_0(V}TNV&Hv}`g_(NpTUCgJ*i z#o~mC+VbHst7p7ZUlNJA=W**w(=vA%mgFa%rAn}N%L+6tZ#jV=BD9@T(d}KcIxRsx zD0S$L-UoJbJvYFjfNCKjbaM zY3~&GD>OdG|I3&&|b1m4glkw@A_{xi}a znbs#=s1<@iDyD!~2``$Kiz7tt(|+I%P?9x9_LBUBbVZ?HpZfzKS>tGV%yz`2H)}@3 z>-rEgexs48c-&y)RxI3{%17|u7OsDCHtLAq_X7oJd+fIXBX~IOsGitf`q^N09v#=c zF>5lSY5IL&LDBFY>k7@_wLf74xYB!IL*N&WS7`+JnAk|yT%V#?f?1`eT-8!2VhWFt zpWD+%ciuTxuhK@d+{bc}J+T2-cC4xZ(tVCo{XW<7P=-GGN)i+DUiI?CR-U@Ldiy7* zlJrXV+}uUXT7h}QP%6~b=mUhp+V7aU;=Da|E$UI`2c*f2XOrl8{ZNu(vF5x97eQ2Y zdpkRl`izhK4?j$NL`pmcVP0}SAF-EAL&vK=SZ$Ffu@}z3orvDiMLH!T?rV#=THmmy zUvi6yK*96qpj6c+nKx5`4FbcuCn{9;W*mKL>^kJJ+gEdeVVPUA@zCQCfPWNo_D)Ox zSnW1Zq`?ahJd@S;k?B=FlN#(pYrCk~wB8$5S;0?DV!nw#_#}wv*r)zka4G;axK+N; zq`fngX+r~CJdK~pqhSi=@y!!deL7Twlx%&G%7@{T{9As;XvFPbQ&hvpEVBD0RD=NZ zHa+MT-{Ye8(H{zE(s>q$y3yXgAKHe_f*q7r={1_5;;xsO%YOdOJ?MAI*M!91+BCi# zGunj)&&?MsEb|Tm-3DWobOj( z@fWim*QU$<9B9I2d57|QU7LF-w|^3EVv>3mI$2uNNb(HL z4&ptk7WN{W{y)lDgujwcv8zvd)gs@UXI>l{WoLyU#`{VJmQ42&uN9dak*5BmJD%#p&KrIq z5hl7=;c`9*A_6SoM!3yUlToO@Xs4`D{2&bOThYSBiLa%Hn$~(&c=cpt&MrjV6&S<8 zL#`qM9z9rkMrf?d85rlnG%ejiq1LWb-nYK~X5R6lQTiq0(l$FZaVq+l$lDC|=6@@e zk}2Ra>AV8)Dwq`D>@Ln$tIjMkki5{?I}SoMrB%BXtt8HYFQM+d=QA>5PZFO31K{Z| zOU&UwRjIkSM7IF4>$%5p7!&oMSu7Rj^{Gt;u{ewjV>-6B{RlkI$_*_xlILMkrS9nE zf8%p6<@`NQ-r5?>0c1-?lS3_iI7^|S?;5+JCa@6Q*mPf27y4(voRbS#!0u*@eaSUs;(Fg0r?oEq@<8hQN4ZP+qlZ|MUYD4 zUp>|v(kAwiUhMo2vVz=waip0bvT1*bvk;R9DcJtW54Qd6dLWrA2vzxjPwFT(We7O39$|<%?!%4 zjzkh<-ngxXtQ!DQNJ{7Dm{xDGddBCvQ0VA%tLrJnz$4c~F;hfJ#01Y1kSu)Qig+^W z=)YdwvYkmTs8^20SP!++mAQ2EyMB=UVgsM+P8*Qa`s%6$;UdiIMBN)4E3$i@P^)-N zHB=+JwN6Pw@uPoi4a4HCBDA`$c7wSJi;L$Wv@zv(-)X=;OATqs=MqbzKdV7_8;jr9xIes3Q`cfY?A-NV9@Xxp1UyWU$@P ziW>h_(Wp&89m!5_`-aT4sAQNL4#+&|HcHTZ@8SZTW+leeZS?|Nk7-vQN|ccR#VcBS zZxu&o4LtQ|Uoz?4yG5vnBdf|UluBn?;-QuJK4w>cPJlg#YZ{!MKG)gf!&){j>7Iqx zFK52mm6G4K0i$=}S<~=T9sVuw4jE;8%|5un1xP-247RIoe1X~1qeb&XSeAQUNrYyg zp4Rw>kx5p*I@^naUreAE8pKr8HW0rMLjlpGUGDcc!||t6gJB}rN*-wU+_tf)Ow*&> zezl)>7Lo0dETXx89H?q_OBlrH`m}-}hc2nD$%*wB6nm?L`Hu@j+s$NsajmR7(W1Lx zYRkm@r_0|13}pVTBHfpg`y*0@uTZ}IP;$D~PjcsUwVOxRvhcze<)#gN>O|6XeYPUI z%M!l!9TC8>V+!+w!~DmDkLegv$GoblG1S>2xau1A1FgqS8-ou4U$Wj*k@stw2NuS0 zr!yl%^{oIdDYvoxJ^ps=4Gy(%9K_yv0RGIk+0yQyZw3%=y{ zO$SD&-7edF$9)QKFuP)pw|2WucL~g*4fFlXyp>yB|CN#P|6sz!;W?|sVm$inax|x6 zh;2Q&+ZgvsMhU?W=gbOfA6S8bW(6M&sPW=42t2CR&NoEugWN>|$~)*qdG9jzeJrRG}{3Ew<-hPogZZcsDTK8tlCYi#Qo^QE~j4wWTz-XYvxN zgNxz!veL9@HQU<1TcR*hrpKz5?n{q3vQyyU0d=JgHQzXu8F_<(+WJha;@Xy(SXSQl zM)*kczbKong}f#--OuTvcEyJ8dK9`mzqn+|s?{}MvrP^B7D5W7ZqW~1y|<|&RiX~E zjf3)Vf)DRU$O1$cS!%0aSlZduqHq6_M;{BdnJSp!W+uUOoxM4(;RxL`!XA7_ad1bz zP^3`&6Xz_YY{qH3#M?w>hb2?vhFtbWi5j=h3pYilMKIuEy=uUuk;lNP!Yp z@N%!zy43!QI~(Y7)c_nIOc^(#+;=zUu^Jx3`!2w59$-`GO+&ke|SjKONVZSDgn551OBwgbwCzazOTB zv*RCgcN-o*G?$1gc*C&`5i{W&gjgbXY(bki8(`A6cyTl7jmbqO4UsbZr`S_p?561{ zyc9|ek-+2^s2x2!==rd*`wLt_r2~Y2vIzv>g(4eIwcS6c{9$=qj&WtYN5A&r$hWljfTVD0aJlMfAmKBReGFW-ge{2=wVLo^c7wTE}vfaN%h*EE9CiY16M zU%?JJtK9Aqn8aST*VNbVyNL%2btc1c2JKGO+O;goj?KPb`iM7lJ>CS83I#=pyMn|$ zgK;Co-CT~njK?hf@piYfBjW81m`VIQlI!Em8l5fYtFFJmd4IXyBRt2eu0UvqlMm)hN&w+1 zQ)L}t_4?ScmUTH?O!BA)8h=xtioGDH9CI-awm!;aX5=7vrX|Fq^@eEA(fsg2iz6!X z!`Nz=ae}E)hPl=5@Wi$p(wv9ly#3cML@QPPC```_QA`vC&J+9Omy5cJCd#8qeWq<*_jw>%^ zyg=HLE%RN962k!jB5yi1IGsehYWPzztF^xj^%8UxOwp|xj9nCu!Tk-s5Hh-d1A%XELg06 z^YCpueu=}RxYlbT@2FxkugW+l#1escrjtfF`VXDkSM{H?$vTgml1PgV<-kq}A^A_& zZlg_-4ZcFoO)^-e(PELcvxIpbF8+7G6@hwgE3(v|+(H!cEaYlu$KG>}{7Gt7I-sb65)DgI+I)ea8w#gLtB|e=fGPPi+pzV~`L=tDUWE$7 z=^vfcc9%Tk#PL01w#7FT_U8ID#=nc5VoZ+hVtnhu_E{XxU&YywNnhJJt@=l6`5cFI zFBqp3H@WZriB2tcPXgDb`iMF^S*N>$d#~<5w31p0YMD=r9yfQirLt`PgZay=B4Zmj z=a`GcCe5d{2VMxhR&UIeTN_UZCUHRPTlrLsPM_aiPAl6-KkAG!9RhZeGf^HFPxZH# zxQS_0rOE{ZCy`DEFBv34VVF4`GZZqAMc(YUbh+22;DrDH1Ucp#{Mjz}Hu!d+l6s%v z8&%*YSNw+S?M3-!qe4T5SVkvJq5`FAr=!Hb_68%YyZdRMh1-7a;S4#(!w@_M1)=!3 z=2Csr)gke!`9e=Pw=TSYlHMJ>D?Kj>p%r`b^kOtDQC75bJy3v-4j&&y6KispWY;qW znvq<+sK*Ws^B0vEKVZmloJ?J83wl5ws{A^Cr4BTmKZAEI^1qAdSEZ*+_Ssju%J9Bi|g3;UfrFnwz}KZ|qm z^vRt81x;aNNj7INBqF9q6SG~mw9)xfP3`F@1b7oq<_BA+Z>!#iTxjUESe<>ALCp9vh<7-OHh0us2xx*CgG4gmw#m|<=gv_;TAEU(Fd;{! z-tgmLRa6vvGa>8Qg}3wUyu!<8zHG{-)@EmAPAg-eN_7?@^4y0GH5Ky_@OL5&(k9N< zfO4hRygu7&v$sZ4 z?yslVepN;%Cu>TrbEs_c+xRf4oc$A7d)m&uZSnuVB~U~bU9%&Z_-B}Z;@Lh{Sf@RJ zfl()-pRolv0hDh|?$9p!3l~M}rMVnPS5z8zte>t8utqn<@sb9Z22}t&W6kr14^NYK zqln6qq(zp~rRD||$?j$ek?ndiY9ni#*F$l-9fRY4(2=r~*#L+^TynAB=>qo365HXBIG?0H;NB?TKF`)XK#p3j)( zh=_{K+UX~`ab`0=FQQC^B@4tYQ{VDuYu=+QrrDDZOI6lS`*05D2v|POn|=);Nj9h; zq`d?SRTXSG0TpEx9$KhN}O-o_$Jc>hB#yZc9be^zFLNZJ&I#YHyXgk3|w) zsG!N$V(hVRtv7Bzc%z1mrTKm`m4-YO5$-(!UJAGs2(cA@@Yo_)(EDPCJqSY^U6MWY z_?T<%%M0Utd23ZCuvF!&QI2+e|Kk3>FJeUmW#D54C_)Hm(?kaqj$*?ejj#AvhMu0@ zB#nf2$SgksOH33X)4yYS-M}M0R;Uq!^IbKb%7<+I3%9DCq5K9~UybR1aVf_PdGl4! zYA(>pFGo0zVn>Q(W#y5dy;m$u<3$bp(26qJxvGDf!dYv1Y;sj#rt~D}Xt9rhd>F9lG6&myHyPqN^fj**@H&K){O{ovn$S?Y>3^l(Z6dxGmp0oBKXqeZwu&UEp?ykvFGRvlgb`tkf`uT zNf_o`Tq@Jbb8sfoZc8CX26ABA4%kYt#pm^i{p;xKOomWW_(;?&MG8qG4xV?3Q}HaP zPCj=8PoKrw#p`UgK}`Ibe7T)19V@^QQDt0 z+KJ2azgOcohIvdBFgsz1M^3c*%O!blEmGG8-^U@iv>?x9vdy8!npn> z4^BFt=)1GH+FcKNRxgLnLwyI|e3z$2zWU$JMd>8+26}r4e8hjWS9e!MRItU*$|@Ux ztvl|&)2%6@wWfi9s$;Rlp~VzS;#3|FzbJ$WL}3672Qn0SzNZ%~$%DU-SR3MCIy}8vD!1khWn0fW2Wq3)M1K`1s8gWrSSSLJ_ zr|p=y56hduIkNpO$)Zge7=v%1wzjsuaZ2oyqm6eYWV%sc&u|+>Wa}e-^?dU5#6^?b z4okWvGWJw(P9&Q#2=qeZp6vjOAy!Ul<&lQQ9O> z3W(l4r#KW04WcysU8wOw&9N$yx}$n1LD>kvIQEV4y<7fiP$>xr zv$l7JDf6uRfcL0d8!u{FB#zp|hv!%B8JX^_@Sd$GY%4vc?=}GOH*OMWt`SoTmXoqA zl`wpwf6Hw6b7n**O!PN>O;k21%CfdW?RZJk&c2*9v4icXCUBeDihxy^CiNL<8NcQ9 z&I(SuS~Y?}=T8@Z^a7t-w7%A_zIS2OgaEzYB+fk1&_4womkSr9K(xvyv6bBv5)wja zu8|oZYPPAJ>)V6JphIt2iCBVS=W{y{GpXbLJmd~9tq1+^;|rgK;nnAj)bn-a**Ng` zrmr#jh@E*Ce8f~voo{!s_1*PJ5Y7q$FJT;dQx1Ix-G>P}mR7t>_?vZ1kPY5S?Yscy ziYL<$^sB~&<*8#u$w8C6*?Xd%Z>cnXj_kZWVZFBGF+oxFslk7O0Dfd0-YM$EnT?d6 z`kyVpVtb&`MmJ_rnIR>xWucHr8LFS>m_Ag*Lr- zFaRsrbUQVqxh?{V7k81_dgRm9`1s#y3*g=f*%1@q-_6 zSoCv7nT^Kes5nWMSp^oidW&&*v9ZN!JDOx4V7!#BEJC!H2%o&dn2{HcnFk5O)h|9! zGVIlzFO#k(eHXV!E@&@vA!5h@N#%jsZ&<1?ku;&f;#x=52zaiwb?0pvM_|P973s5# zIMLo`r*W)k!za=RNRo=W6DP?nmh^<~F5c)1J!)9s=_fwyN=eH^a!obmPrn7 zb>S(5W?&J;`mthQwJJ=_BPcivP;0qlL`F9Q31Ure88y{=-L?GvUakoaI!eBHI%WE( zOM7cjs)85-%H#?DevA0~#ubv$zIVe&0nk5%i3KbdWYiIytx<;7sVNOQxTcVnwr1<- zvT*ZN8^~1TNog68x4HG31VO#u?Nu_B9GksX1%xI1cJ==ZUZM`4oFXgv&_dKzZ6Jt= zyqMdmDDuZTUBXA%%wi3ETt>9cZU+Hvj-I@G0tG-^pM^M-G)rzk-jIu2=S$Cl#-v{pq|M%|Gp)q6>IFu`@oQg=!nN^dJ?%>Vip%<{H98a~j5c8MraY?(u!+Y+?*S z_tpfzN3z`~uD0)l20q$VK115~{8ZmZg+8UN>BYe9NOeb8e;>Ma;ql184ZhJ$zl-ls z`iMVKyd5u`W&ASkl!<`ZY(Oh$47SLcL z39m+N0Dpg1r^8fiUs+@a9eauE`~r-CL{rI+ai(_2*sT&%1h0g^=dha+=_{H}M~Ic2h)Z*`K#POx z;&r-IvAeg`U#6RecD*RBAL{Ex`Q0gE+!Z<^uo#EP6wGIE*c~w=yK*Ec@c-PPfSyV# zsKZPa7nr=eV0ipY0}%G?8ZTKk%d?^}xfPOyk}}i3#8Ai#wXhSHdF=w%Gt$Jm!5p%~ zg&2HwZS3=Q`r~AX+Cq9cSj6r-s47Qdr!7|0X8?D)ad$C9asj^?LhAKX{cvG!d3 zSOK6{evt>ZzhW*(s*htW`WcJS@umD7#rqFS{*7TJ8ZWjcgjeA|$wP5U_5)K?yB$HZOHYb5WtwdkILPZ*0(zx%|C~GD87DC5V=1F&Y2s_=k60Mp&>xND%>^8U5Pok_MynYi+FP84 za)b@Lc%6_(r(?Cjpaq%OswEjk;A!W<~1{jMa`R^XQ!SnJ0F9MSZe zxXmXob82OMyR!Wb_A52Irljqx^Un%(^Tq6y8x(dfp3t;AGw4^mP0MxR5xkn+z?1un z;@0P2Bf7HOQ@uR_rguIanI0QVLvnyb873eTvLZGLe7S=j)cWhX&{m(pO#ZXTm>D zKJeMtuJrzrPuDv*K8-P|>hG5NzMKOYXrHyWB+Hok4kEL|AbtGG+_Qe5IcDk9P@vVC z&%9MQ{oB6J_xs=ZkSTg(pv!XgfiGdK`d4eA2{`PPt zD0|}%(}F+~x&PL()?5o6uF0*fk|7!84wx;$pGUcge9h*F!dO+H@R(@g&jfN*m2Kqu z6mTUF5J^}dbqWUQ59H5!gj{LtEUsi(0mg!{Khiv6e<>`$$qjy_FZubrZkC(V=bW0Xs*r_Op z^IHc}RkrPDkwHm0=D~2)MCVkNhRtpvgolmoVi_1%OZTgAK?BY}<1=v+CorT0kdTX< zVMq{862-2MIjangHWc7Z&Akan?p`Eg%70jvuxfs3$@*L{4AKGIW=qi*{@%SHIll+- zj=y9K04d!WZMhHRbef7|cAl?#sb}D}C|71!IuvAj`eggA+u1x}LPwn^UT)y8pSd}K zXR!7NTxGO$cH=pj*7NL=$cx@eu6LYnl0p~q(I88H(JnXdIiH@LU=C1Ewlhg5PJ3+X z?)*AOR+ayWVFp-e76e_*D<>nl5^0M$uCHLP@HBg?G|R$ieGkuDmbvq_DOA53vZ`5L z^W6|mp~$oeF&H4|e$M{Ja3(Bre|xRCFskXi)8s}sWFzq6D9Gftjl0patQxehpHiZM zO_1PSCHkOH#K&v+L-MT=E&%<$p(za|JPc z;XA;(kyx_U|IBa(rY4Ai9jDaT4?jhvnz881Dz>-teV6XU8bR5m8?{e#Sj;=5q|nd7 zMyt@B@k`=O?aBClgG+Js(mgt-Qb=i>7%%<|aqcq%eKyhC*BNcP>b__{zHRU;Y^!dW zow3`by}Ka9!cg!$r}^KC$id-Nd}_3JL$~tPc*WQ}GkN}! zHh?<@FjCUD>4>(1ZNB$@Z5zuL>oKm{!@t>a3FNb-xzy_5e!Pn>-+&ALups3f|G&S* z(ap`HVPRnQ5^8aL{&4M>Bc54qe#B;5U@GQ@&My~%)V(j^!Iq|u(E~Dt@UU2Z_Ij1~ zhRKTiIG>MamyKud4!=O$k5fx{ z&Ab#K#;TceBTuRRpYA{v49*E{80JadE?WaEWeN3cE(p@W2-6~XT@Le72Bpy!0bhpO zwn*;55kQ(JTjR931-fc(wKpOSnPWT_z?X*9_whewF31ZeF4{*Y{5_zC<YW2vX?9S0n#;&9)ND#F*;DRpDLSFkfS1ZE#VuES%}S=h zZ%Bk?GnLM^JBH88F_4X-REgC%=&WXB&)a{L`udlj(0!tqOyMSzxw#-YsPjXQLuiLj zzghDIKRdnn^&E7+sJ{MVcrAqR&<%#eVX-Unu%~Y@f^r`!hqN%6sk5s+9X}$IT(*xR z=q!qh;KpGiDse~F%tX1@vd!D=pC=QH8gPl@%aGZ&o4C z97ro2jjY!xqqodR#+277FTD*|4qudwc~l_>GJQ74#QWCdwVhwuLDMdHck`7zZ874J zubD&kzhnI4_wSLJ_(v-TmzJiB^-Jh!pwB3L?)-gUXX#Yj3*#+UI?rsSWG?v9@Z?m7 zq)0GtOYsRS|B!zs%nRgK$~Wj*BEzz=UdNVH20jc3>)Yx>OI*2_ihWoXA8=1-Xm}h< z1{J=)pmFan_bg8o#oTDr3-3YU;NEJ(tc27V{q5QJ61sSM*KV1M)Jf{rO@9N}H1Aco zXhqI3mJeY#jxtSoIy)z8j1wBZT65+!22z@XWPq#mj$XXz<@L0T*~`ICN;jBJt~obC z#4&jBK04NhBj-ZE z#Pj0fMh5l&CMNs;w&4`EIsPU@2_M~%hq0-K_x>=5PE2^J%zonevpgE`&^{N(@cGeO z&3+x>?-USy>4u{sll<}nE_c&=9@;yFy7%o6btRWu zeg{j0#nM$8(X4lVP}t5;^S}A%Rxaf2R`4V8-`*GG6KB*q0yppdM^rg+a6Q}aedd0; zzP@;#RK>N?TDt*Vi7#}*>FHd`*J-SNK{v>j;$EGkB$EuDZVMdIVBa}VTP3h@uJJ%0 zxSyn`f+-S$*f_;bl{EAgKhP!he69Z~aDswArvvWWh%WYIZJGzLb^qR=aEF;VW=U4ZFN=l8$uu z37cq``~zg&iA^x4p1@j|8kP(BZv0PL?0bTQKvg*Hlg9wS(?5h4Ud83a=Q^=gX2!A4OV$e`RHi2kml})^Jv9)SxCiM+N)YL1IeS(j0$XcKQ?h9P)XAzg}nre`Q z_L*oM{yy9GP@aB9TD@Wxn(f=_wM)*iTA2dy|HF6cuy+;nI@pChludQv^;n5W2I*#pE%;A-Ie~S+@uIFw9pyd=$8i-tR^>t=2;>b#yFZ4NT`O+Z*-K zwWu>P+h|$KpD63{)ZMMb-z}HMl{(H&x|EKe;~2vtGO=T(B+C*n_v^kd^Zh+8&)1sS zb9SirM027Bj_?AQH)-r~Pvc6y! zyY_%=&L$aw4)~F=t8GWroydeKAfkOz&N5QH0}Feh@gc=H2tGo>w^RO&t0o- z5p@5mU^^uLNgD%cxy0=dR%w6iW~5@5MOT6-4TcDFH!ejWFfKWn6GKJH!G#B5(97laOiwP;w3&SqIu$$e7(v&Du-BFs zlPpy?xomRVz^HDrJmmDQd{VdcrV7Z7g+dYYb8+N+ zT;=TJLHtPznW$l2sZXfQsonQz83Rj-%mhP3wd|i=16%RySbGP>LKoqpKlQo@iY|ff zvohU;v-VQ$PP++fWeujKu0LldPXFRI;ras}W%|{7HC(TD`l1jFQ%$FS;o!qirfK)N z=3c$ap@?8mpvR}L`nDoh3XXen{B***W8;p_qbi1`2}qsLaLyR+cy~{~J?$ZMsG(%N zh~MP(pOk+O^En2Poqw(ak*>dxZ!$pQTtS<5#3^zdJuJ3|6@Y)ZnAOqf`R5R`gu#++f24@x(+A$B4sw5Ky8YolF8S_j)SF_+ zzr#`=C3;LG!S(|RYPo*Njz@=TbqYd$cnEPV<{vi-)IWJUex)C^0|V^co^&^CB4}%+|pj==()`*xmbDdPevkMohJyBy0`P3&X4#xf5 zi(f9d0Jxp?e6|C+%$tR5L924l(L_35r8^Q}@jdwgwHOY%H?_XP2a>d0`<4r29@7Lm z60nKPdM(=}9zXMR#s~cLT-U-9L%txk-b~{J*L;%!gT=-Y=J9g&g>!k6ut96;X!yOo0~`S*0!~c zZK9qm;ncVlDxqF@=*7EPL)%6V;n8dCS*;{rCn*E)p=Mo^OofS=Xa{mWVil<& zUXObH9~vTqWgEH@Arp*;BsM1#1k>JEVYJUw@cXSZV-d?+*egmoUL8r+IGfX$5Xvrn z_LQm@YWz{M_%58+S6A=jnpFhdkCHPKB^h+-5*Nk5@v_v&x7@uK@BM{%T(XqGjzK)q z{^6?1-3#d+pm!j8*6cMHX8nD4`TqqzFw$BgB~>6sNlsHQG(~akmSi7dQqYBUJib9{ zg*Q4dg>@SF-s#J505)yFQxGT2pOLhOR=Dm~e{d`7-p#06<};>gk!?9cPZtP&6})7y zVRO3wgU>*w2Xm~=2-@jUa0a@Y2mu|-&NiGVFnlJTgxyb$nndD#1F0foQKaRn-?EPR z;m!`8kJ;KfxxU{pyx|`{G?e9VF zSlBIl>+3ydhl|S*QW$Uhkf}q_bMy>RtFoa`Oq3|9Zu4 zU#d*n6vc8ePlS}R2 zEd6UJFO#72{5!Rk=KX}q!2OklQ-9Ss3uHEl7F3eaUQ@RWr2At*0<%--{_9T=sk!Uy z6K7-*mJe^D>v%lTi1gfeKXJk0-O}sc^!Urt6=H!LP!tVGMJ7uhq4&y~15Hzb90C-k zV~PQHa~8WvNswN>qp1p#nhJJAo2$MHT3Ys@h25^tX3W8W70Ue(?at`AnnDBa>-Q25 znQxI#r23|78sxQ)NGL>#bUmp>fVHHSJ`0Ri+UZWM*S|K#+xwCrZkv~FfL0+XHobh- zx>4VicTz};sKvI@_D&2=_Yw(Ca*ORnpu5_@Sn&SJD~lvDEmPsmU&~}Ts5keiY3X+a zlzr#_J3|&@$b8CvX3CgqB$`52;HCl_e8Sm!A)NHnSSwSmBXs15Z&&{K7XllpQlF!E z^{pzA<_8aNd$+7`kJY~M0D&4Kx^`%7ms*X@SqX!!YLp*zxG`FBp zFHV>qZGh)f69k29=0|(Xd2`9a!N>=ZjMzG293eiK6QaD6ea~@h{$9pC@CDzQnhHH%JG{t)LY4T#-z;Se_^bbA`*;^JkaY_O@?~d1K7Mj z-5f?Z&0E|y$0B`7xb>Pp)Sq?@Ir<_*-P3^AN$0K_!O$gvd%=&hk>wD&*rT`s?u9eg z#4ioQXVjsN&RJH?myJCHfBzp8IPq-Kd`Y=aitM}5gS}S^kVanDdwFa}159}Vkm$IL zQoc~f9l{O#TQ0}E>KbRlHQB0B=8ch9s~HZ`u9MDDG!5Uej;BKV#y*{#tu%I5ASyg& zvjC}nX-yqg&(UiBG&}Byrk~l;ZJ+>7F1m6go=nPDz|+|sJg9`_TiZ7`3q;E7vnd-h zl%?RkGZkj5s%P>G)$-)1qFn-qM$cAPXIOe33ltqLyv7y=#121_p6oWbwe7mD4c>C8 zoFcy>LY|q{>$3q@4${$2>7U0=?`x!=n5DHf`W#zD*S2DxU7oy>9FxD?qO*0)$DVWd zX^JNWYZs^pX7nTH9FWOZhC(ff#f~Dsxl7&%1ZW!mB zVD&Ih2aICga~-r&>bJ{{k^OIJOkmLi^+vKa*)I46L}w+@o8>~yJlYPBS8J{TYUs@y zNZyW}ktwx@DdUSJ<=bX{rd^zd_CuE^7*WC;<_(l&Vp@shS!Uvc9IJm`)H~2z%K5H` z#c>zjcnpJhnVpn*L{73Qu!xbn)C+Dl)T{mM<=)eP@(hhKErg`KJU(#8prl2n{mN$Y zT$k2=tUJHq!J7M=R6k05K;w*RMlb1MdTn@(;!lQo%@GxN7LBgS-pGloC76aWjec^b zsKY1TfiHR|><5V~vvX|dTB5uY$wty=`MSPeeOvJZBsfia!PyzAgjS&`sxP#!31M*s z#XZA9E`^5?)$^}lTY2Rw&SOQKN8n+8V+GXE5srCiG*-?pKg;rMtb?dEBqE>l$6&yN@V!p4qpzqHqeoC)ERF*{*xXfISc&vcCZHk;(Ph zakvMFc=Nq+8`2RBIs|Ks<0Qq54_5VLfSFaUPE|KQZ`og@v0UR;zh-Mb@pC?Zk)V58kQlpdSelV&J7EWMI{6Ier3Nx4RsZ-E( z3^VMf7vUN1+@q!5DD~Tj6B&pDV3F%5ggld~|F zQ##bbyQ$yy@%~!AsnpA-;Q0d#R)8&jaU;g6@5g@sQtOqzuHNI%Cj=ND1+J{{^2cDQ}#Was{$Z0J7Cij_>fA}jkg%==u{Ve#Sa^BP0f zk13n5wGuC>i~ry~Q;D`Fr$}85;Mf(H&NU(6s=Z z1kfi8uWqEzM7Gm+Q_kJ!v6m{8bs5ClrOU(3x*yiKsjk+)ZR^J4f#LBJN1An>L?0*@ ze-K3Zo-vR-TfpB@Rg`3@eySl+fLNuiu z!Q#q+!uQDDUsgWL5busEc0CiGG>~b5`1G|Owiw3XIOESB-W|)H_WOwB&&cuo|BtD& zjEb`T!aag?N;d}5(w)-MA=2I5-H3pIfOJVqNcYe~Bh7#?^aw~v4Bas2!S{d8Iv@Bl zi?!x?=B~Z3d+*<+mE}gMnlYP7Uu3aVQ*uBL{Xh)B88P2+Y#&N6b z1i9iXs;Z<)1q0n)sl5Yt-xbQ2r4@h?KQ{0bfX5r~^|iIVQ)D3R5Ojyum><8E!t^VofXF zrTO6sBA~!&{qlulx-3H1ZcEwGcX_y1SE33<^4Ze83`zN?TyPGHYC zmn(UPPF6c!>MO7FF@#r0t)_FKYm%FIvnsafF}dN^JlwTy;l!} zImdO#JTn?w*=k(Wt!=lMx8|mqrKKbVnqR+YeU4(Op#9u)1Tz**TLVUH4k`FG+c(zBORUO)ZlQn-WRK9`A4;gvi9@y zc+f#y#U_ZVGOKuB;WfFFy}#C&zIZ9NLZxNk_EDP%icQd%o#MdEwn>QZBC5?L>yVK# z{>&|noE@>2JBi)Chf{UWe)<41N2iq8AM6SD%}JvgJj36>U$@*PBh9GMsPJj@+oZBNjb`@sp;maYCdV6A*{L@)BVzp*NwXrKvK^EiR62Z8 zy1I^mQU6Tz$VJ3>ArnPj^XC3rd571M_tzSmY&@G}6RT?X=nzi+NN!Q$Y)l0MbS~WV ze7&OGxT%x!I}RQP^cV+G>djmK0CEarn9sC>UKWo9iSzQItixzvc?u9!>-Nx0v*4&BlXouDp#PU$IuH-g< zgA{BxK$zXdT>iV$RH{D-nby!u6n(XlEI$|Voi*2{8nGlKa7!1z6=@!OkhW`ZP3&Q9 z7~`OZVTZjS^xw6D@D9LJTW)a+*TIIv-iP6uG6mlkKt-!K=N+XB`2eACi!rkOdSRin z>1E)1Hpv95j|lgGD?P&NcpW67-A(WdpSq!%L(C#+d66J#X)9uq-c5$#fzU48(B49 zs7{;=OM~-TmuaZUXNu`(|Kv|^)8p|T5fBNbSw?Z;DlmmD1)IY_7)$N&3wNUd#X9VnBPK^rB5x=;%RLCi$3z*#sOKdSI)^{umOGqRaInzWiG(J; zD6ku|wX1X>-d>?T{8gj@v3P2%Y0)gk=B`QcdNVF&<6hz&jeryLcAS3+-| zW({ssx%0x8UX%bDeD%!PD&D@a;Vt~V8@o?wv<&r>I0{NdLXJ8vjn}lgdZceb^RHp3l5cA^id(P_=qz6B++sMM}pL0J-XR z{`UjU#xbeu3JlU)zx1h)in!bjZMvNd>OB61z$@L>0y1+aYBWB?ktRdM!Agqn{d?$V-=iH9Lo6>cwNW|s6Mc;q9}hnQ8S75g>| zXeap{N*4W3&}5w^#mnr&W#^uiZ@Wfj+7fE+iZKrI19eGbmqB9NHKO2iqbLGK$tvv) zD)2E?E1;}|Y}VY7JTAeI8#P2U_y_<&K=Wm_wNaPm{Li)2=9CltD5S1 z=}7lrde+z2vZ^9Fy8!6Y`fL-Wwjh$kquxZ4xkD^Ds9t4fv__Zf_sgJH$3eDJ5lR_+ z8={GpF+fXYya?N)bkrgF=hP4B3m$0AUgSm6n!H52aJ6h7=0*jQbn!hXG%zJ>n$Cmu zu1||n0Y}=Rl}`=}EZg4+9W+`?(nH`RcTnNfri|KJBagb%wP<%`y)sW1ri5wCP%id= z&Sa(Obnc;g0go>VjN%b%py|ADE-YZkHPghuAh7eg@Q4l&CHYP7KkO69hNSs*Yu>F;*F{s!@hJFi^sXEK4hc!(!a`yY6gUbxN=yj+M0Zm_XKrhI zi&}};1mBT$T@7%Y6iM6^-K}#xtk3NMkmA5Uujtm&gLl)fj_DA`VgoNixPh1cjMoN? zD$;^$DG_eC{JqPP-0}OOqNkPoir3!>i}7G|6W_c-Bjjl<^jvrEtb11-^^{djzRw@p zFx{QZId{y?>3!USkj5FSIWWz(V`ShRyB@sVZkO5J4Y>PW-9l?-@#@nYTD(Q#U;XE~ z3n9umQ!56RZsycF2D&3F_fP9MoFsl$9^<7{ap5Evgn@`~&=USP7-0ZIf^MBks6LfCT zO5N)eK;IynvimGvJKmA$$~y&_N4x!)d}H>YWP%;2NWnsw0o^OJM7Ajpqjt=GiG#X*YQrr;p30xyaGr(0e%|uulo5z z;euKZHm+8ufwLT194j;QCE}B30AR*+;g+?wYJ7mAwuV+PzD-rrGiv_m=CiJBo2H6m zgA{LI$H7KGTlpU)Azo@tDDlSgo0Y<)-@kw7TKs=;VQLV4@Dcr%hTJ;G%rE$#UDq7e zW6li-J!Q6Qz5;{6YYGWJC(_i9kUHTA!avY9SIDD3-0f8WsBH1rymIMpb^@mC0bw9S1<@UNBbKpWQZ8IvC%>;FVUz* zQ8W$rIAKvqlvaWPTL5+B@wBB{-s_6p$0!DRbO?DW#AGU2N}SZo&P|&EH#O7=?FVuL zIyIk2`8uzNx>=JVVxdXRJE21RRA74wp3`?5Hy6u8MfTi|@$}M}qGWK1s})Q(_w9JB zVUmk2$$LJrN){|E48(kTZX9d3;)!ol>z1is-1=h0i5$lxRlQAMVlEl#EB5fP|?Fj(_}#mmI!vDSSDSD0w%=+_Xsdx+T3BlqVML7_ANqe7}7U7bulV-yY! zD&|EKr~6C8V5tr1imj*oCgyRH^b4v~`Zq(dq1l?ctZLYqC60V#>gfT)=-$eica4O4 z_l*A9Ef=YU4&<^)#1Mb-*_nA|>bm9o01o%@8lW(2-znX+$c#%OTh4(_mWox~;`j1c z-JyCwih8457;sm!5#3-Z8b=W~+=2YKuTy6`@{cYqQpSQ{%0L880}g(!HFSN5qNTb}#Ly z?7o<z)fU=1Qc1hQYa!QnU^_1@JH+mggY~FQd-r5@%KkWDK-``b)oY(k5 z+gAtRcN6fV+{+FdH7=!p`0AbKLkr4-czc<=ma~|3nOas-Jj={rlqx#aUe&^;51-}n z=89lmByR-Hx*d6|1h6G%96E`mPOq-$m-OuCupZ>-MmK58!@SH7n4qNcJ+KFXVyoFH zpofX+_~@b{n;QBOoLI1mwQ-9kxnx%K%+k3eHn)rWf}e-LkZj9(#?yu|`a7O@-htp* zUQYgpgpX_Qb!qbtiz#@!zEr6i??GmIU%zAHcKsiun7Z6GaH9*%QUCSYf1>i?f=jN^ zCzphQn4M;4*}89#d!=f@_NM8q+k=GGZE(<9FAJzW(JF&VE5m4|GHH8il`0k@oDKR> zmdGakZ=o5P)X#?|2Ab?&D;E#eX;IO*DZ(`_z|NgwKg)`8--QJOr z)|pdWP^E&V_gs1F0RFuF0eN>?N8?*O@|waQW`j1z4#|wct(xR@XSQgW^|19t)%9aR zr1P5#gi0lJ@0(D=sbD1d^74TeaD0-u3YYkOy`2a1zrXE*-}-K4+FbR}-ANuUw@N=J znCBzCCVH&R@SFln7!y}UHEEyB=Bs0T9d1n6??T_a!5Uq@Rh-h-5PKIb7)jWHl<0G73t)q56F7rs0|aTYi-OLhMoiZIdlK>gsrE1M#tr zybBcY(Kk^`&n;2w^dE!dsN%ko^{LVr@V>khz7c=MFS zf!|6ZX#531x-By*?RdvBsfKd}vv~Cyn)7A}_G060wens=2doo# zV|nF3gL(6&nL+loBCpnV+A)s9?zSM$E$gS{buM`yVZV{29EWu+avGWePModnZ94xN zL-zMo+Mt{vZ>SPSXaDu-HXT!CkF~*1{Gc7_yQPp@m)78W;YrccvFbX21pr7#JNXcZ z24Jp}upiu+h-rxtU}K~>8nbm#M!Dp^N2ZL6r9zch{|&a`b72xuUg;Y zyyJEmi5W-yG(%kXe)Ahz(DG$NMgsWcXG@AU{i0r5FK};UQdaVL5V~{Np8h?8F2h6T zxkS3kOG}QFkIP5G<8pE5tuJoAt}jYv2-?13wfh(4+%-DT z4F{zli)dQ$Umkp^emG2AK6T4DU}>_?@Llh5rUH7dbI9Y#`grv%Z>THZQuR%p;Z_l0 zfz+||Rj^B~fR$R;zxc`{tQ|hEj%!Xvw=!L;`?)|2Wi(h20io2dA|M-LXs)Kf6?g{& zT^AjYX6Ww}{J{l^-elu?a`_4i!o5g@>>NioeETuYy1DANc$#zd4I5NzVe9i z=7eR^>Gp`cKm1;?pK^?&*w5+#XIDL1=9ihZSS(zADssr*77qobG}o*(seoiY-Rl}_Y?DD)#%obyX7u?pa{`EYHp(Gu(XUk$P->r1*}sb_(}d= z;S)K#Wrfwl^WEV65Y5D^2z~5IHbVxmE~9{Y=`1HxrB9d{AyyOlPm;0^FDti`eXCzC zr85$CrXx_L*?XM4)5NOH#Rrb&32j{$Nxi3J9c+K~66;tzU7miG*N2j}b@!7nRgU<* zpUg)!>k6OASl~|KS!i0S!tXsK#4%prdy#! z#vf|=f?EH~o~Y^5ByMdGY!de~65}-we``+eVTk)~Ysr0+htUuPPV!}cClT0%6KoKS zxJ2Y81fLZJZu_ql-;3U#%>=~s9r3&ogSSq5M|m7b_$f0>=R-{)Y*YsSf&xsO#m%NsdE zZ>vo~8^kSaEn01GYWL0iq{&g%LSH2i_BP-Nr!o$#`-m@1XTUp#-v0el1BXvJch%5f z!^PUNh$zU2lpWcT#-ijkd&Dm*HjreYutG}{mLq9LRuAo58%&WWL#imck>z`=j@_pQ z83zv;W04EDH(RUn%n!sR?B@1yRH374K^F4WZ&cF&fPT_2y~G7N_%lr$&}(4uO+Uxv zZi}wSkR5KfMftV}@_WH1Zxit6xH|_wKp&MS@Pz|-a7g08?O_0XMRs=pz6U*djD-Cj z|A14fc~O-8&70$RpN{b2;@6K7)hC<0ptQ_Pir_V};4t7DgMpkd8$b9cJRnB;e_|_O z_+WH+(_e59x)42As|9{Lu2K*r>%yR>b7M)eph#uLpwq`D?*jBl<72jIIC3byu2ob! zrIr*>EeVNyx4%Z=Xl|n)J_A_wM3fQtUIinWpesPG^_;r!Q7t~zbA53kCs#~XG%j2) z9)i9RJy>t``q=Yy_b|3{(`4WWAE(_$(Nv^l+by-x$~}3cWKdDR{TivNk_9@6b3=4k zf=b-?+*gB(VGo85CK|6|RdBOe__!<4@_>e3AD^@B#{e7SnCZWIzDbMw4G!At`yB1B zCnL|RiC*TjeyP6WPZQS@DXYG`C+L*^PSv#az<+siv~M45B71X z{YAH^lXq+0Ny-)}U2B;8U-xwb46Cfap0|p#mq{$2&zIzxhJgrq((I_rkd(o3z0yUl zU&tx3lS#W=*3qTE+T6|Zkz6(gU$pzj@PZ&l!P1q)m+#v8)5iTM>IiMw*$)3xhdFJXcf4~h{B&@r^DOq(i zSmZBag00+a%QFwL*JlKf>EtF3gsNq=4>Zvs`b_A3KgKvz>E|F20tet0Z^CzSkG1Qb z-2m#dyN+xQsW1#{BbtM==~$bAq3BDV2t|91)C;mci5IC|@))gd$YEa0m0mw@q~h5b zE6d>MXkuy!ADHHP)}T~yfiJ*9gY9M=5o<=>i(8_AO`!On%JC3c4*q>szw^AKbf z1hT2`OB<^sh)>l$mw4-2rP$aRxcuVD*UHIhTO;8^PVd>uC_xEV?qCiz5gpb*0Y#nN zO{0W!ob0%H3>)?iqWLi$(aFBcAkoQJ1Q?D@!7iYsjFMKk&BOf`YoyuKY))~-ZFcjz zEoiB-a@7J4nY+f^uW0}+>gylob!WPv_oxrg92|oDtYE;W$j{hMdD~g z9$xMy=PzKa1w3)zTGgfxh*S}zUgi5CT1{i(L-fb9InT2>WXYm&u5k${-hb;5w;}jR zIXQKcg9yh;XvV|XyYim}*Sila*$3;rb#WH)e{$pQkWA}HLqx{6hzl+#pVWLT-Wy6| z(KW^e1=Z)xoUk$n9u%eUzTEp{a4MuprBmnXE!Ir)?sxVf$^oH|e>DvLvK#0iKpCyC zWs8L*g1UcR47FCr?zI6X4B$w(gKz01-_K;*P4x(;C<$wzIHT8@ds{8WB8?{-$Z~z>Zv-8kmq11apgcEW7(G z(2|*%xq-L#1fZBHKls*|v#l z>-iW5vO)e9aftMMY#pJH9}jY)yI#!dcOQ#yGWL<13ufzeXxiOYcK%;1FL|R6S9JJd zR2H$HS$Rzku~vb!H6F{@ftl}fusEFMv(GC{Ogb@bt9><_t`F$PBD7QM@~f6a2Y!sw zn+Y_2j#%l{(`1>gr={;~Vmz%_ ztsv*kWuYicF*}dxYVB#3a5l5<=TFJaY8}r|!g@>-0RRD}-XL1olWb~wdPjmJ0)5s{ zf+Y1-P9e{U*_G5&T(E?HfVVZH=Ov)3c}<=Mcj{+Vw_ScKwf=r6eE#iJbf6}=0@tlX z^k-cU1h z@8JtAued(4kiC*g)*<999jSf`!Ed4+-I+=UzI$fnxpM}!!n#bNY?Cq+!0|d`-7n2Pbmx$X5<@ z-T86`*M6ko_-?^B^x-+DpYAuUqZUutmfi{(xE%bhDm{jt5Odo})m^d6F?^cmpl^L- z;w~4=ltRhMs*-dK*m2i|Nu|jod`BJr=3->cVVz%-jI0=YYM*K!V`UxJKM&$dPxRl(0qYQf&Pm0>VS@ls}H?RLe}4OELgLN zP(12i9PyW@MZ1?TwUyfJx=;udQO9;#rxy~MUn=PR989FEd(1^>=HFG?X=M)MRzo{N z!Zw&#w2^G^E8GO}Dz$IPMK7a3oz4Y&3brRwTqb8`tm*ZccJ|aDO-Stg-1sFOGwKS; zsprL;`ZUVLrS3!IEHpEp#HOZU>!_E&?*nv*3dQ#UDe{veEp2A9UZ|MMENLG|@ z(_GLiwq_i5Ly6ii{VeO=ZBuH<;a#Im7G>YTr```It6|yVWR)D8%{N0=RWBQU^wY{W zgPF#AW}884GZvd%`@+p{ve_aC+}$5j?D^)netpm-&Wl$AQk&#tJPAhc9W|t(e+3V3 zY8K*#aNo%5xQ5lX&K+gMXj6w{MZRx6@M@ZR9)2H}7b4QzgEeBe!cA%YI<&+&q^%|c z*J5UwrV0JS7YYVDLDcETB%@bl;|`vnrueX8M>({CHtTxkqf z8iK=>+t8Sio**G9$Vh5UPZ^@CG0A^t3^#M`)LPXh;Zb;i>Il&3*iC6)DfVr{;%yIK zZcdROTfXmWDK_ts@6B!BJjGL=-8dU`P97%S83EoEylQK5&q6jCAm}ZnT7&5ZO8)a` zCR&F}Rs4aN6w{;A@i(B4WUp=u*6Pz)SNo>O9AMEDY(@^Ivf!IixRUf#66^YTcoh4}31wYR@zxdR>_KuD zR5MF@EXUG$LM;R#-AvsdxJ|B)Pq&bwvO$0&^9VcogcI%TUR@I!TvK2Q4EL_^I@eQ9rv;_ zuW|%Cr1EJ8brN{_@Q|o?CTT4=eUdT~^Fut5XM9c>{%#iL{R(6>LU}(8HpNacE_l1$ z43BM5`ZZDoeQW$U2?|r4Qa*kOT(c;XZ5b)$ zblP@}xM!ueH7ob^kq$f zZNK0ubbkCBdSXGd38}kut)O&q{W+bs?@cAOEX3v{`Ij4Yx^PbCfoz0JJ{SW}Vls+_LA>uCxN z?!!aVjsi6IGa%)z=)G&?*D;MQx8h_G8@{e9OX=JH0ekkiGjRY*!x*8LCbwfW2^)Hu zr5%p^Y}Hc2@gGi(+b12Xe*N)KqHMNEzPu1%ixlC4U5~eG(t5PplZ5}$TGTP3O6Y)8 zQog3)#a^OjDkQ@3f-4mqHMQ8#e?kTdRC{?V+T`z{R-Iao=I4=_rC~pEH^OB%io>ld zD9eW9v;yJ~d0#=nHhw_>z?k;ZX<`gEarJ*;INyqgW6_qfwM#xqUN4&S)tNX&M6lmZ z!ta)7;z+Ki8GocL4Nu6q@=Mry8^l-rthqQM3Q0A?j+(2!>Hn@Y=i_UW3{NSUk!YN1 z+=XhQkxe#oc@)Q0FT;o$okIwnxUM*b;7E+k@TEXczU&o%%i_PT6MT-MLQ5jlz`r$BIRak%X!xc|EKQ zE-k~O)E5tPG3wdkPB$PGrDwz>!b^YIYM30MvB=6r3Kin$H(2t~3=RE@g97*MK5PTM zS`s}wIBPP=YKsRv#wM9;**+g@+9Va7KNc!#LZt*1`;M}%0=vXM|1$V8tTgL2l}J}`ScOJ~-_iBO!`b3VM}m~FRLBFiOhxwP>_ldGC2G7!py_E- zTubiI`_gqMM#HvqSVOGbFjSg(N`-4Gw)nP|xY6tU(CoX^XKni7$BVOde#PSRfVzXs3R3hM~G^3&hTvkt)hlL#4)}kYwMX}Y%C`$CWJ`Fh z=wiazJo;SLrWRl_tp-YWm1mui@$typ9Nzh?QIN#cNRHkKBZaR5r*E)%p+b1}sM{v#^c!J*ZOpRKS}%}yKn%Z3*6=Z#mW_66+hhLq;6rg5QQ zw^(_d)33+lCimiSmBj6V{`_LN(`5bI7mS`f?KU}NgbvjQ(oh;+!w%!@!$ZoZte1RVDHDl2K+gcm^(=kYZ*H}CZx4UJRE|j( zaTn424RUeKF!Zb8$v?jE_ZBH)IXG70bG1QbVssMnod zc`~3|p5_U<@{e#e$7sh`wf`@&>>Y^R3mWrYv^mgEE6QMzkb0|zqF#e$2RBmtoqDQq zva2f9gW5Yx6%hKmZ74HaVpysva_?_`n6p-0<#Q(4@ukR`w(COIqZ2xFU0Iw`WQSV9 z&L{=r@In7xW@Up(!%ua;x&)dRaI?^5njC#}AVqYdLOwm|d;sKesaCqrb z&6PSMhq{|jGf8)eVTrpeE$9~(Z8-@CJ05oKd-`?8owxxm9KYK~G#y6WdqDLCLNOMy z=%B+sTq=<7Rj^_y?ZCV74JQ0Zjg715^QO@=Eu^8UWMys4C>Q0eUo4bL8;t7ZA2+U! z{ob&U;Ip$!oY^LEAg;GkU!`I3Bd%R^T05G>A0)0vMZxzfX6(&D0`b=QYt!lXygiGg z++I{Q!}}$_X`b(i;Ruqeq7K=`sd=zkB`-vKOU>$)`*Dge#0Cm9jIHtvJs8h|!iw*whw3nq?>^MhCZwI@KTD=Hr+9PXn zTG+-&wc&K|>s~*pqcd|KK^m8p?&G9>3Bg)3J&&xj_Zmn&#^WwV-t>>ZG%h^|FZ0bx&p6QyP8u*q7LUs<*mYWI=Us}cvLYvMI|oPUntYop7cWQUXi6d*)%>+0 zTp}T7vh5Zqp0|JU@8q7B6$78wQ1PdceEu5rcZo|(cEl)1FpG@II4Ib()^q9h7H#BA z(2ARaqfR%g!DeZSH|kO%d2MFHKn=->evZFmqh`c20(a~5wcI+I1mZ-1u*$Hojrb;SnQQ+JdWm5+kB}Kkd?5W?t-(4Z=y~CzzVE29Q&C*=a6Q$EP++;n zaG*&zt=r{&@qT-D#jUNqp}&YD4QM1*CQW}CXvZ~9r=ndg{*W0VN)*8Y7lz0$j5Pes zThIWA$#06uX|(a%@YXDIZQY%gEOfnymML33sf|DiZ*C#f67detu*jl8n_OcDh@}Ic z_^PrLlwT*b_9Pr>8>VKEm0RgJauWELV$^(ER?*0Te)}MU=%#G9(CfRK0Qhm^z$8K?p3dL(D;~J8^ObTHvQD5hPE9cR z46|V;Bb>_W^&O}D&@_}D!sg%JFs~gktQ3UvWz53=@-V2=qNm@N92#S)Z+C;8$6%PZ zvPzzjZ^u?DE%T9d6YD$H6JBU+3CkHhOaI4($jjMP{Bke+0mV?M0r^?(G7(boneXkl z#==$`c?8`zle^kC*Hemhj_LG|_RF8MYn|H7EQIisQ|S62ijDY_MnQK#ga$o{s!x%w zFciFIkL0*NPE(X}j_57$IEN3*#&c;jw$$sc#{yb*Jbh~=Sq;zs{2p1vaEiWC}!X36tQ+s!ZD4;%^S>ePTB@lchhHih{2o+gIO^_X>UH& zCi31ouk||aFmH4I1K#h6CNUys*Rf?kxWf-@<73*1->- z%jB2zuAAu!+a;7bf`S@SG)=Qalzzw2j{I)p3f>%-1n#N^#$DzMuR8`pu9lF&XOZ+l zK@>=&+r%4-K3|!{d<^t(N?Q+FXcE+Gp=fOO>dMBS`>Vw+f%TCgHa^BwLsM z*~(HdbliL?hE++daX{pcRu+M|+PiqR zUXA1ZGmn)*@^`)^p)?-hQr3iB7kOT6)iBIa4sibd3Be)Sc(xjxHvpIL*v^I-mv4oR z#!_{*`O_2*v+<-y9ibY=<5bqI{=J;58Fu-jrx#;N`MTTG>9wM~js*;Az&CKUN#5o# zore%z`zshH`2AV=BvCnR-e*Ebb;dZDG_<2MisArQ=HrG6Ye;K4wN4ld1j6@gU;Pt- z52ix(qe#k8*U^FVwwI@AqmKKWUC}$^BJos&cF&qxDbeU)p!U%5Sq45{-TbjV^-8~v z@gM|;dLqjcnFz4)@6k~sP?Y0 z4Nt5HZ6=RrX_cdyWP%$mM__*3{T7|UFQ?`yDA|r&7%}a9PryCkmyC7e`FM5C4JMC906?(*{p)}mKoh@p&K<`Qk z*5^{t{IN+2G~N)8dMo@lcOo|gb&?%cx^nW24SvKC>>AEDMJP8BqbgbaxkGpMi!1K1 z+$gP0RWSIA9on{76`l8jhC6?N$%;qkh=@o=ASWVdKl>7idt+eo9P>3Tg61DA9DvIR%9 z(XQ{GF|E{5B-No9zMNhe%A3M|aq;?p)8yy&sj^B{p0>!d2N~(XN)d6wHKV^gXjiZ7 zST+gBR6An(Y(h}_TDx|A7nUaeOf9`5JI#pfu|Ij{YGl5V3H$&Rp{?P)z@QbtZ}%;+cP;CtS^-EW zdv~Y!WX`@10f*5?z6q*RZ0eO!kaLXdtkJx06Q@nrEF{>x&&eyF;W*PrQW|je))QB6 zF_Nn~?RAZn%P~-u7+(}k)ogitmP+{?@6ofizwfjZA?Eyg>o6jh#JqjZW+}?_!SXw6 z_@tBT5Nw2bb>|ROO9F3r3rkE(3zwzu! zOPH{}K3kWoXOr(%@3`H;NPWOd%B*p32|{9mdG5<`65D1)o$%jQoo^=);6O2-Dm{G_ z%Y@ooJY`U85~?{h3l80Q%SFbJe)zlr?LMkR-G6U@_3`w4aZ%HCc@GQ}WdEj`Lq~aL z?Fd4h&JlS%9zwpALpR}Z(7ut5f7Jr-U&qegnoG96E>uuYK(5uV1J3!v#6jnW_PO4| zbknlNswoWvT+CbJonR2q8hHG9e#B}DiUOQCO1yeT>S4RMNNL=S63c~*!TcM zXebH$l2VLbd8EajU{#J%dzJ4kC9QO+{srHEAPS7SNvD)gj=z5JAr+;_Z*nV3;HwUr zTY004C4o$B1*57R3m?cN;_rHuBVuh_?tG`Wn*_ZaBOqZ-Voazt>TR7>B7qMqLhy%` zccr0gXY#}8i&-==1XBA3nxuf1(Qh>AWi&T8H)`hT$HDKp?+vFvSXGG8{_>H;VP{@| zXg9)~TJ(Y-LaT0j*+{9$1)BP)zwUU=7V~iatFq!O6SH58dK{pn$A51f6 zwZ7(tt*DqD<^&o3>r5mt&l3*V!a+J#3#nbR@Oc;p%z@9V;Qd7Jke8IWoubU%+UP{n z1uTzp1WvCXTn>?c-l3P)bG{It;iXY-sJowa9xQ?~lio3H{yv{=P8n-p!wt#<3-IS4 zQ~nlgl;PORnXbN8d(mIT>~vr8p;41<>GeM)#HTYgl>{k}1$tCRBd_7zJEnCgt+TWz z3u+t17^Y@WqiAF^QuTd>#+qD zL+g;ST4w`(O{RrFtf3yMRs~w*);5{(ZqchQMU%V;`)S6C)R>-uV}LR59XkcAh`Yb zFXCK2UtC<&)z>dvm!aghhQu_ei^;7VKjB}yvO*qSIdDo-18L|Upz^X?pWZDNPghTX zGB3p!RRs-;ssh&A=rcFowvyAQL~Ag6n+bh*yQV=)tpgykvPwQPlw^?x6wNos!$4rQ zs?^h9Lr?b~lcQp)-3L8Y>ly>e?kzxBI27a~#AKD&|IDIZN+-fm4ztqa^JVE0WoWwvKwda>Z~1 zc4lNxPtV$pj*g8wYSZJq2P#qj=)?`az^+ceNhdvZ5MMlF)ca9J8t^Gd7kL`fO+5HEmSyF)d;5E8MLawIsu@^hZ)P@JPkw-QZv%rpNCd1#PU zYUbi{@0rv-$A70x^;!#7@quH3PQ69Hf5|ag3~r3QgP~5H)J(hfDACZv9$;J@>9R;oZ~_v1t%O5 zKw^)t#`d8CEz7!qI73C4*-GT=`HwzgQTm9pHOiZmb@iJJ$IN zX8%3%xwVZA6?eQlTcdxRzRJPEkESL*j?>d;yj5+Cr#=46H%dg}f13zesJ0snMZI(5 zM_wmw+FSz6%qB`fS$8^@r=Eto6W&v^hc4bsQlHyX{w*O4Q+M}zGmC}lu#zQQD!8{H z)XJ$Tv`QuMP1G>-K#V!!_&uXEj!bytCEFT4^(SMLxO5eHNf;Li2 zp%t@~Q1HU+uiR8qA0x6+eKe^2OaAb^8}Fb_a}n1IDXO)<)P1c9=C$peHJ26jr8!~q zo(+917K-8To{#FYs~BvnHvopW%MlmH#`eIuR_KNmF?c>uKL0GGs~x+=vE--A!(YV4 zS~4Q0=w70?9kE%%?d6=s@vtnC@$kz;o#Oy-M5Pnmx8WrH?qaD(=m7dHs6G<4LovoH zl0u`G1K*k|Ao_o~N+;rUMTEAG>pma;V0^1w(#?T5L2Mqag(%x>gWR|FU$5S*fcw|# z=zgb%Z1!1lw>KEOQ40o$OV)d)g)NuT*Lh?6snOvbb{%>cHQ=~!B1PeMb^w#Bu4YGn zFX%w$f8o(@$cPB7MXRvX>@ne8%C9(~;K&nAvnF+aFA!p{>s!FfaQRzQ;J(>&~t1s5!{7` z4J0L-zPeSoGvc0hP(ro5>p!O*2L>V0imj1*)#-Xqd{2fMuWz7WylU*0`6iah4mj+P zsi!1V$1CD$E{xNK2J2KQq50I-C8H}*L7~#=WnSErSj*x*r#Bn%q`A&WOSO`<)BU;Q zor~(f8NVMV_Zq)Gq3g+}$F7hgzhy_Z-_35#QHj7k&ZavF)T^e;XaDct^@hCr{n??B zO%@mbQI3749_^~#vGME7OkCH8`n(3R#pra78J(-ZBIAj$Kl!dH>9t@WHT0I5dH!sq zzFt(NO1tRmu;C?G2)Gz_n)U!h0U$hRhTay%Jq5QExoO+?F^Po(rw8SNaw0rr>DJYV zY^XK3=j-U^XPK8A;zzw7*RNq$YNE%vupuH0Cx>b}LE_)5&E&=*s0koE_NRTUSK%TO zD?S3Qjx;mv2qkNMKKyuX8}oJ1;-vBYX&zG_*ONa#tfL-F1b{sjFadRx9%Rn(O#uwJ zYDMk~cruY;4+n^?l0A~8=Hu%?EtWlaBF&I2^VJ3X4u4Gb;aT1M928&$2>LL8a>tcw zqVOzL9s7~QlsD*li3m7a(LOu--GW|ZXg$k~;frF};rnC?qxy~M5+5E-7iggX6H>2V zMQp)3P;XQZ2SD2WMlMCLES&?#ZR3(vrNR)iQ*8KD-W_C{IlWwfP3uW+z@ZRu^i_vU zdDT^XAO&A#I*kM4>g{eK|0N8f(1yNcx2Fu5O9hluQXxFS>VW5}mmjc#dCgN4`HjNU zA>T0a&Gc^Dmx~{#Z~sb3+RjtyJ~%9=pRyZ{c$i6Xt~1ut(_4GEg@X^dhTND_%kO&V zg6&5=fE;<7-Rl{Lnw#S${_f;Gu2{t6jK)nl{aiB>oaXtC2ziK3tLCTTS&EKaZlhz= znAh2gvxzefKn<}QlK91AADK5p`skCdphX|iw86t~`W{B~j?Gh6R@P5_YuTv% zW2F-Hn*##@wDCk3^S|5Ly^-Ph6;NeEJh_wMjhbgl-xV6i^Y{3x_t1ae4R8nuasP|J z>)x>MZ>=Fgz5HOe4}n32*-XS(o<2UXvsRPqS@8U{f3f!aF9}1Caq8xi1N!B5{n^jY zuxY=XD~e_m^VG|^xIY_$nE3vZ7H$g2HjW@L5C30y;~x<4gh|&)gpzSx&(iNiFhZ;L znVFG|Q&ab!D{hd!N7tSae0{exuj?2STKrAFn`O&IB)Grms#tyr10B~NZM${0PY(!20XZdF6-mtgpj+)ZA0kh$Q81K1IVPNveMR&R*mq$@Fg{?x!tN< zM6eFCuRl{j+fl&(A?qsxstCJoQ529=x)G(jI|QV=ySuwvKtKef;m{zU0*8`1bazP{ zy1TpM4(R)S_kQ>Pfth*cnf>g&_F8LSxHnaz%!OlyJ0u2F_jck}(KdFsZhtRQ4X$~a zS2+*$BjQ)@Rd^RLJ@{_v-KK}u~wy@U0>o7W+Fy(Dr({2nI z9F+4r;q*UAglZ(PWGJlW58ZXaiv;&ml~u7FnXHG1UmVq?>Mn9IIh(%7qvOjD5!85x z+hd4}nwZyJMD{bWVQhzjyiShAi7D0^%EIRg7gcm|!_<$D!=M9G+}eYI#{Tzph6U|G z=6iXEfq_FAts*6Bv0g95_vv$YQWq*zLt2ZW0!?SyO&#z8hk=E66Lu7tj4?9vmpt@H z47y)(w}u6nBDV^^>27^+M-y}Up{R84t?_C;dOsdvEGb-#5@8}=@x%OR8|Z<{RGznL zU1*feCnIRYc~6U|jGf2Gx`x3d!f+7q)dmEa1GM!(fQS8y^mz!~g~Yn^E{#efUp4is zoE!FbVD_}E!F_~lSsdug_?WBcw_V`(rMmH~xVmBCaPGSDB|jlko@MJkP! z&xqAsXLgVd?+ud&YkUgPZyWygov%U0lSJH7 zK5%E*D9(Xmb2Z{}j?TQ&-{bAI$ikQW7KIHuXWBWLp^WwRvLtrE$fEt(-%2N^@s^ z1w<{?-hWpmYivE%!MV#F<&C;~OO^CoMkz}oAxF)MI?(^*B{zCk##&##ZSt|gB+%cdQw;&2h$_xew(M}Th{OB zE_lruKLA2ZbAj6>vF7=R=u9Yc1(iN_6Ac4=&q&#6X=P)siL<8srXBChW|G64_|HQdEBptZXa}A{-gf+@`6Kgl1NQfm+MYwX4Yz&X zJXeixFan@%sr8=UgYK6spSPrTaWTcds{>6Qf4X^Fu}wTdW#^@fO9J8X06zJAwKJva zJ05t1 zE0K6ZM;MU+Or<>7)&2eY=!VthVgm-3o2O@4Cw{!+&GZd}egg+S((%3EohM75FCmXh z@3dygjAKRo<8`Z7I48$0-M`iFixgtkbf3dS@ zH#S|iJ<;|;c^~RTN3TIQa60Usbgoak-d3d9K~JwH%SV;VEW4zw$$=%#3dP0q5v_O< z(g)XA|HjHRz2co0g&y3Af9+jY#j@+_|K99Ijg9iDWruSFD*~>9RftZzZKdZAE5t(= zU5@(jnswDlsMQduE6`{}q->KETQCX?KD-k=lyj=(BLU}JQaV^!B z$|sMTy&H1EkCnedOliutS$uVa_0fM=NOmu*{=R z`)QORMjz+{8h^D^SC?Q--jPpIra8N3+TvzJ^x6sB=%`^%k7R4OHf7Db9>T3F+)B5O zwLV3*U$_}8dip4%o2x_jLnMlHs#pE`{)vF>+TZuAaVbXb{tB%r=Hh-jHB1Z^3Yc%c}dI%h?~p6WFhv{bxrB{QH@fy^*S)JgKg z0A%)9aT7ZHLs<;RzTlprdlp7!Y2|K`A^gIE!7jX5_L8A-gUP&K&M7v6FVl_7a=a5R z-41prJ1`+ku?TF44rJcFsBqU5eQ=WZomBwABWOEPPkE+YWIB% z!hsZ8QFfbjzYgA8kWQWLR&r3cYbAX`@QZGR_Ft6l+&Sw%6Ys`~@WoLDDH;Hv3&_{c zB^nz2{&fF=by;tcf$Z$ri)2v2sY&UczE`f8uKF_&O?(Dk|sn-wBWWn_2=wui|5Qsb*fKqEE z{+Vdf5`8S2{?+>LSngEK`U@1?h~{XNIpsg?plb>s)yP!NMHf>$5V5TZRntyFaEb_H z6cW!On?1^y-(d`UixNTtXEFR=nCQz>$UtKT-|*dn%~bvUwa{41kSm z$az8;jJ>SKtSLe&UzedG`CC{Y_>Qx7Wz3f6_~QH%s~2=o<|<5oJq-jc2&5b{TZ!~pi^B&*S83l z;Dzk_)WsO`4=elHV6%zkq6z2fhR)DX&L7Nj!5F8gL&LmmqTCCS6_rx4 zH(ywE81(Pq5>0LW${x3UutnHtfjsOts*KvL69L*tp}p-3#IOWL9oZsVozbRiN4B~s zQ%^T`y)ySNW@zc#y|yJORcMYvHx$bWFFV!zq8-){H_T=(s9GCx+2Cgo9rs(!ANwEl zvQVu9>!#Sa$NtT}7eU1MW-BW%apB6Ycz4tG9GBct^WKZEVtw()Lhs6EC{x{Lwv}R~ zm;+3AEI<*q-WEGr?+6<_Gegs<)`j^B^ntpW$SoM2?~bf4@s+qf-_Lb4mE;TyV+)tO zC1!Tz9P<=mp3d7=F4#M95YZD_6+8*|@;6SS+;*#?*MTk|y+GMmR#0^Gk@Gr(~ zNsg#b0}*$PAhSVR#*w4Ix1?4PzG>CJEL;{Bjhs&IJy0E@)N@W@#MK^NwCOg1IUl$O zy&sszz3@vm7HvSIY+TF^8GT5wTv0(h7D!H{ANyh+lf|$)&`ImjyN78Hkxu2PNX;Gv znisD`zoagdMw9VK^+!>r62V>Be62WtUQuMU-11=~yyJ~p(lk>8`!pnxsexCY3{3Z1 zxzc*9=1Sv&NB7ig#RWyq7zEWH9jR+RU3>Fu?YZ8=UTVt$B?vCh=9`7E*AwYLcsC>h z2g>P1lzCVA`D+ptf0xs$;o>4W6j?uGeDRgni9hr=E+Jn$pD&?PMyHFk#$|G8v}5Dl z&9F|W#?|xmjuJMq5e}jUGoE6`h2IP*AuXPJk-^(Yr{;n_bL5DjgRMz5TsKUVaFl3c z`3ij_KWE@KU%n#M0{uk~#s@R_kv=>?{eYrg_0wLz;AO*PZ!->8K!j>ri>rl~@BK&d zFS!wt`E#l?V}U&KygLt3#A9#74jiP}-c7bUHv_=5k0UvB!r7kD_)8iBgpS{ds| zQ`clSY(S|Z6YO|~Y1^@}N#}c)e?dXJ(Q_?UTmEg);oyF+vbv=Tt1tw2%P1ft%8$E} zqTTkl7Io)iQ+Aay^6}m4b=5}idwexAicb-Lz*_<%w-sPBe}$cNKyoPk0R?$mQKR?0 ziBj<_c6+fxZf`nBP{_BJmaBrW?~$SK{R3ahI{WtKxF<4Z$!OH;XfEK>o#p7kMMxZR zjg%T`TG0S?R3Vr5F(*=ZY3ROU@!5PO7u8TTW%$&ZoyD@5fx~yUvSm3IQ+s|f?CbJn z{|2PJ?pvLFk6vYU?|l$c*_4%o<~UXR0O>-pN?WwwbjviQJ{^wQz?1WT0k|kn_}*?C z)5>wKY*SyeW=1!ajI^)dEUSTGv_CA+$J*A7Yp*_^P!=>DddMp*I zNl)6RS=!_9^oof(g9fd~6wz%%=rg}qALto*g6;L`HFU*ul@Lo=<_4El2s01JLZby* z!gEW6p=V~HkD7e|#njN$JXqkJKZ;I{Xz~&_R;^EWiJ~{eg?DcNy5jLOx0PRnB1LHZ zKS?K#ZV#;13QQ?G!g}oOMr|lIXIG+SW30w{GdiEc^j)`oE%Nh_E?D-F1AVZKac14) zjWT7_tQyo3=w0g&pcob6@g`ZD97!6TV*irAxAL9|=ueCH3Ihz^nw@cBqSxC7%RQMe zi`|qD165t!7il@pHDjB@THhjU@u(`UB91+@K@M~g_StcbP6XhcZ{RFEc|VfVRr=-1TZ~;ynm%aX6U^XuwKOXhmr2@jQn$5^XszVR!A6K| zHDxVs88RG`Rh=WCvQO{!75!p>>}=q(L_Zgs5a{nXKgb3D`U<|I&aXIg-TH8D$?)5k zv7=A2fLY99O|P#lV~s9^&(62xWOT+7mJpGtN2A1fjis!@>=88a7&e3dsBw> z_vr^O8q~}e_`tbLzB3OW-c2-02|%I49{V2~tdulR6iYmt#~mCU=gvB;(s_t%yS4}-fd!+WBfA<*@N`@nF;BW>Io#|@eOXswGd&} z=9V${>02pzboyvc8`L0t*pz6143{&h*Mt1>g>?jGVRk+RR0roc@9mZn?#zTEfVb*j z+7GLw2R4dt9bc`wfL`aA{s%4d_U5hCiE^ry$=+kiPLS4atiDM>W3jF$Vyy`t@@H}n z=0V*A;n+v)Tbw3i+v-vqg|q!?S+jG?kg*wjK3s;?A(O1c@L?SM2kI+0q9Kg^{V}Y) zz8UU`qvZCzW=pDTif%h;iZG9$j7KgI{_YWe#d>#|K3%V~=vN8BZJ8ANl@Ovrn8v2$c319 zt|+o-OJ&A`JK*{2<-wNu%0^^P0OdKmFBI-pEdFI)`0E}brV`Z7g^DR6Q|3E$CIz_gm@+(Zm zg+E$f*Zd2+s9s*gCh% z=4%+#>wM_CPn(XEALY0L2@xe?9no}#GvP3k+ob#MeqJpHxb9{rq0%R~qdv)4T#uB0 zJlNtL(Qqa9wbi+PH!5LsG(bTY4(pU?RLEFf-nl2LY~GVrjgJj&aaDxW;biY|>#`of zS5GkM>XaxQuUL%hrnmj_mXIx>oLFst6bAwwm=&J|G+Qm=auXMY3yNk})K$vBai!O7 z+#Zr`4NB0q%Z9qT3F(dZbnCvcfb}gQ75t(4FW@gnaOdXc)F1e++5tut$0b)sd$%i; z8xp9;Xtaslc-SHXw#4`LdpA^$S)mS>T+h_M+VN&0F|JO}X|x=(!>2U+M5Rvvy+>;W z&L`YjzUV(&VSnl3rsRHVqMi%4UsONjBsTh{{*2v0m#yH7(u7`U?asC;Nq+jmiD$*U z;b5gNiTTXJ;MJE%P=e;qJYPH?v=~n z>)9GDct$09qse{iRo_8=tAFd7xPK)ckKV@BD>9rxAqJ|w#eG{x;oj?L;O7)DG?;hQ zEgW8&eR)*&V$FzTE~ug|cC&CC8JptfC$FnZah!?x7YUz@2p8yxLfzQg*dhR}{TUAHvM0FIzKHpIoa4S-_MNJeykrq~T9P3IU?Q4!CKie)2><3j|*` zsB@{RAr`QjQ1B`tk!f2LxiGlgy8pTfsiY*>kT?y)=5v9RDB9kX4=NLeFVS3!v_~W& zOt?bgw*x$eBPs!2kMyHPn_tV)$*P- zFTS~DRfJPdbbcVvJp#;5IrU~utu(*5{E8H2==SG!HWoR4IOwN2sBH>0BK^QLR?`S` zWfMQ{6@}ICA)06wG3*UZo@^8R-(9qWQ_xHOz zd3Y5f!aOTKhtrmsX@0c16VC4+V^k9@v(VttNA5rr@8|%?8}AjO*mEO5hz30Fjbf#2 zBuN;+EXOUXYB}#MO@OQj)m3JLBuDUt7bi#tmqYo@@v%jYkYs90RyKP{*nZ>4clyV- z?VH2YEDC(ik&Albs+eT#X zl1?Bt+Y)nTFW1Tdd4D+vlfNsIip#aDUuvVyXSe{0sQnr`W2?p>8M%#(%+!to%mr3l zqavn{RG>BzD&=C2o;+in!PTqgQ@#XkHi4V7h{D^_iSUQvk8N^)L@}(%Mq&BP&SDNj zEDki=Ni6!Cat*b{tn@yi;O&L9PrJbDKE|8JV7rs2F9DY2I~KVtSKn+nWLq^)<~dW_ zHGp4<#KhBO+89^04BevQuij&(LuMdv3M#dax}Rjp z)A~j`&Hw%R#fY94+$h60#95K4xU2y|adC^S{FN62d>k+Hb4!e=ZhF!ie-|1h(0=tM zX;ou>H*N`WKCsu2>=r9%Wa)VAobt8{Sh|nWO8*rZ|0Vp`t~%}9AyACbka7mBG`=AO zWZl{oT*aB<*$(j{{ZUH{=doHgBFb2;*(|j_ul?W3%RkI>PTG;RIp7Mg^tE@8nlVHV zPYH$&>CYYCC6p%#3p6wGaaP|qtQ^i@aJRC)Y_z8mmS>X6H#%wp_s3M)`S)7qXskJL zM7V=f!S|i<+RVuCa}Ha_sV=9o?67>FUH#>l{~IGft~qYW<8~(% zj3wuyv$}f>iy6uANzJ%-ic)$g?%bbJ_logbQJQ^sa->=XADt=ss&&*O!_EEW-|x1X znUxjxgW6Cmc^~0U4`Jp?t{4g?7bD#?i`VB*YRxU#1Cr=8FEmu8Pvap!bdQ+WAQiD+ z223=+Ooc!DlR!w4PJiT99jd`1TTfq+ccYHOdwJ4RNsw6W*|!8`u($nceb<@5_rQ+c zQI7d}Bsn(XE>{@^ZzHb=6v*kY(W43tY1IlArU+g_b9C9&)BN$I8VoChcqTGQ2cMmd zs-P-RNPZjN0TWC#eF$NKQ^l6P$WrboVWFd&3tdX>*jZ@u&5f8sNXfI~@iCXQe8u3= z7`k-YbvU&pdr-+l?ajlTc)5)-BwBAN=V~j^2@Lnm7{)T2Q+IMX3z~sksL2#GAB`Qb znG_{WZ*eq3OiSY>zZFtnPsV|8UDE=v<$!)gf-au;*?(VFgzS8pIim)GhKi zC68bn7FBiceYd{i3TBTbbWp5Uxzlom@oHe`v={YsJ9!DjV4&XAhGT;~QGZZvc9^mNi^RZ@n3 zd>ER6V4A}CmF@IYtFX)_eNE<*Oh;Dr9jqh)8eJsovseGjK9;tb|Sg&eN?NR zPoy`16oi8ZQpU@wDHC?)jUuO;v8XwJVdS4Zb-n!YSg zCIR&*Go-|Sx&ItJCjlK?9` z?-23jDk4;~vGhTX$P}9wFD$c*O>b9d0#9}nhsd1axIO;@XF%^WhBHcZA*Dhw6Qvj-Cm960Ns`3)QOUVXxeBtYX@><4!H~;b*#*YcoE7 zt;6|cDhM*hU_;{M+u(HK0v%Lc@CFoG;{H0~eT$L(9IR%*alHMwRJ}iyi)QZ+UQNVV zMQj02n2iGQBl=q07kP z;{kMyKoZKR%+YfBe#Q%>7rMR2NR7k*21Z=rcjg5%SE|_C>F9o;G4)XMZ3zeVZZc8W zz9qx$^HLUV^fD*@0iup4xML{VJB2xUJy+my7RiiF7wUf&sTn1H>vAOv;{$n)1NZz3M`p``o?gvTqnJ~`kx$gHRBRP^ z3_R#sz;lhQkw)BtEVBeK+>2awyXnY!)Y;?+y``{!J)Jg2Go7<&oId>=t|1&?g|?x! zN+`yD&F~>Nz9=5*zU{ntG+9z<8diA%hfNo3z{>Rx?Qg%_pQCmykJjNEo0}vg9KXgE zK-OYZ#4A<$_$w|g1%GkuFv1^)z0ZJVT=dmf@B+vZ!Wwn5T(fR{-A}dD}G- zGsnxa49}t;OXX>z@=M4soybP6s9m3AuGL@7#amPORfyHDn_A_i&qp!09(h!>VFVWoFLqkw@q3c}uCyZw`s8M8yeqa@;T>iH*Cw9NG%&|a3Z=?+2n^V= zcf+kt_&LLc%2lk6b^Oc12_+q&DlZPS-Ab^zv>Enzh(7+G^P2q#l8-cYbaV3vaf7r7 z)kCA~6QEQmcJeatj9H@~3bdTwK4a%d~ z2bk{gu@a(JbwH3|ZkR-KHvXH(fU{nx=CN}n)<%v?ZDW0_G$Jp6(RrxRKBHGueUKGc zM{>SW!xbg`bE3bL`Xyw)lxaj>{(z}W!}}jX3_vL2wY)>Cn|v-UF1{5h`?8?-w>Z=hsEV|Y3L)M|KB^; zNcHwp?{Zh9YAD0v=GSs4-x z3XV>a$X*gYzI84)6R^8d;v**T<&(m3`0{GJI6 zuG2#|mX$y7$cWd?FMI`@Vthg1i7x2jmmQ=rB6S6<#y0 zD9zJ4Xd*|fm;5{Y1&oY@hD*l?djKV*+5^pg99d~p#N}!T9S!H%reAhf+DbrB)O5&~ zw~_g!4wVzgEPF(zq%L1_yE5BXEcZrTfs;k*Z$+YGoZH^ZTo}YHWg#W*&c-u`o1q1# zjb?<8AF)1&@2%bYE>CUANif$~nUn8;i-~hez5(1^9AuW2jbX1(j@~!ta-=~Qe3=kY zq2BaxtCdg@;_279_x&46oP~Y|&JR6zd8_P5si_8#Mja{YxwMfjKl3(Eaiu|Vd_CQe zC?5YQQ@$m~-yt&yjvsV>3Vdu&ZR`B5fub-vbCgFR;o6wSe3nGzc23bK&ENNNO_fex zX4rAHvvTN~`nR4-0b&goC_JB+>}H+Wmow3u4kw7Jzz;}M9DdxqliqqE9hdte$MRhd z)~PkROH{4~2%o}GrxCcBM5Q{YGk8Rc{fZOEFZg$LgmOVf>?jb!%Vhucnsa#1dd@OT z0}a`rLfq`=SMp0GB}y#3rFBh_`&t3CVu^%TXDhny26FU&)+y|-XP0Hr;;cRWuKq+& z4o)|~2{L0-rc0rRn}%06P2vhcd4Tl(VMsD05syg1hj65XJz0p94$U7`U~gOPlO*m7|@k3mNRTX1yCq~`PW2+5K> zmrn^lpRwh=*#T-opQGAYr`R9%OP|YlR;=5LpI6ZG)0v^IoZ&Eum`W8Y+H{e%W2T3v zXSQ2cotbLw6sha5VGE!f}S4y{4U? z?0T!9ZDzC0sSz&lmC^;bZ&P&CiqF1ZNx71Kh~3}e1=#AGL|E(u zl{azMCmvATl#90wEg8BepAd>C?5^7kieYL-EqmNwVCN;HxSR%;V~M%j^Nm31kg`LmD59OMRs)|b z*lrS^x<+Bv9!0bHP^zr=H&{I7`p*pLT|UM2P*7~j@@2p+1$MG^`L;dI{8?etvwKKX`$hdq~4gaBKVV{%Jbr~N7u3Oygy^1w^htE3DU>2!@I@EmxlPW2> zmhWy8*C93y=mYAx=9kN|3;MJ#E%1}DqYZz)?JaixeKJ)z)YV45ykt%_(b~^=o?Xk1 z>MGE*97#EQUT4GosiYB59l-q9X8tozEEmQ1Ht#J!x(4{sk7wQC^3Te) zil*v4Z;TLDl}M_KkMf_?T00CA38`8A+bRty`?F?(s;gT26ZEdd*O~hXIJI&Yge!M*6^f;!|CUfAufaR9Jtq5` zdTSb|w*&UfXNj5XMtfKmb|@$jeg~TM@!+}%A!cpvFV@Kxq8i*d*(>b>oFr9e^2#OG z2p`uqYJ4v9p#WkLS~obSI14{u#VsX&HZ{OF3yYL}!_9K;1gxoJ(*FV|fTn-lhfr(* zmo8%$^TrP~e37QXWeM=;^52$sBXGD51K7Xlm5erAJGLfRP6$&bJ7#|OwgCJUuG>?T zUdx+Flyv@3$1<-VZ!dPemO&m`r@T1-l&|A}CRZ!_*ziFZ(J>!PdsgLUwWoG1c&_)Q zp{q<*aJ-5%A9An}cC{>7_0BPWkMhuzV)J3yUuc|`uKqk!gKJK7G9qC3c}5Qh>J5u1s1mxLS!7O&RJu z(Um8;pVIFd>tZmN1;90$k9r<;H}8>1-l@k^`n0V4XNzF?TT)ER2@CudYG@>`!a0MEq=>Y zXM(zlTI76ze+c^qCeC(AwlJBe}s(bNrWXhiCT@h)pD#&M;vm?&D5 zh#doGNA0Wt4bkYh6SAY5y8%>Dgb^|+XYGCKCaZgS*T+SFML|hPjfwbS1;e_u(c9GG zDtAof_4vu&q*s8+zCG~G4oNw?TvsRWUz+7JAZPtXtlEJk99-AV9WyLEp^8+q!26~f zuIMVeRsGbLB6Tx)U$(Aa^I;=tzuxDrI5|WW?qOLl=AbDlT)Yvb0o3*b+s?~&dDk3a zFx~J-RZzlCGrQK6PX22$x35U8gd;6JzMArT2L%~X{g$$o5(_IrpwLlx>H)Uvnj0D# zs$&3D|MYj_<_`v=JD8{Vr(mCte7xix`ty*5Vz3uH4SrGm$*i=|X zL@Q)RoN7M;Gt;#ZRL0=au}XJnf6X(siSH5j+Qgym|&#JU*UBfvu3rM@6#Reh;V1- znjZrLX?tK**&Bz`paZ+dUlS6{Bt)7H7+C6A(fnT9F@MKMIl})HyifAQ^8rMZ)+ury0g}VRr@oOMa-`zC_5%x?-vY+k^J1EQuG?-Bf zzLaMamHz}H&bRsKQ0CystP|v6niloPd3HPVo%Ol$VKCkn;q(zL5Fn7Hv>&XnivQ!H z(XMM~jI$ZD^)R<8QAMGVk;CeS_>E$zdSw(VNQlvuPotHo%O=0Lo6- z)xo6W(}Hi7CDyQ;t#hbY!mBdE#pWRh${(3qYp@gFn4QH8u}QaJ@gBW`Vq?5`KUa?Q zGze9Aw|i_16Q*Y)6Ies-m7Y8aQ*;-~#8e_F=|U|(t12AzQHhuPLhja+z3ngg+!7KN zB^?U6Kv6@z=tcAxztuF4NV1LEOW8sl>XV|XNaK|NZ@)t0I&k0C26F6L1g_oM=UUqV z6M@^;l=6*EX!-ybZI=J(P+SHZaoyxHekiR9E4Qw9X6r7|pPIKUstbhUo4{U=sd_sX z{x-xYLkbIW8=W=gHNKBR=+}uE3v4QKYNC28!o^mD>BN~+wnX!&Q|?~18T+2vW1ne#yGOz8tXvk z=W6TBT6>BwWc^b7#K1VW4qBpa_KvY2cjM5u3)mcv8~+}Yndjza0M$@i%p4fcdBdRx zH9YBABXEDWkJBbZ5=|k3E4AX(*qWq%qRsFbo!LdM^V3H@9`Sd6R#773ZihQO{IB9} z&@zSVMEOAqo7Vy_AYcr{keZ9j6>ZQ=Io+^~QpKK1A;bZpuaQ!)%*~bZ=Oy z)%e?8vvtra)FKt!Wu(p!qzZE^4R|Sh`HcyqI_x|jq@lF=mVZX3M8wU964x^|`J`V5 z^&Q!_t|W5*K4)gr(J>hJPy2*t_PxPg+V~aeKCzUu;xu+@|3Tm*f9mg=G|y1I+NwMs zijsow{v2(*qlax>YZmG(F8A>{-#jq|@tDW*r7u-p4V!yND0X=~T~gT3?lBuoeAYbt zAydR6m7Ph(`jYKK&&!M@vI|rc3{PI63b+wrh zgSt}S`E z$0Ju>>?^2A}q;DG@ zX&RMxOGlRR9T&HG98E|H56}?Uz7{Ic8eX9KlhE0*LCxa4m3}zScwMP zQ77rjN`9JoF%gxhN@KYK0Mse>0bEZ06pw$6p zW%oPofS0HvN8Fn6hPtF`F@@M9E*hmU-=DROrQD18k-N`^uMtD+HvihVk+utsN)=3~ z5qq#+Ey0iIAmM~`UVjm7%i(Vnp1p|lbr;^tBUE2;T1T)Y3bg}_RfuFq^?->@Ga;Lg zPt5sL)jPhWr>B25oOp$}H&w#Mji0>bgYjVP6DfTqRUuMq41tTfG177nNrf6PEv{sE z1ehqSU|sNyDe-bWLH@xO>;weQv`Nd(s2wk9z-#CawLte?+Zo`U-!O=OLF zmod-BJ3V3^r|7XWoTv222xD|~6o#znXoNz%-0rM}69cLLV5fchqg%4hTr{djBtBvi zWF>puf(s%>H`{VF(pLUT0iXsdgS^|sg3bQNB>^=J81VwrneSKJ6H}xu!Pf(yKl*5| zupbTYxjpaAEQ>KyRl;#OznStkXAGVM=`g^5*j-*==SFu3(5eqz>gEIy^%6Pjc0*xj z-EUt3TfWLx2Pz761qM|EPTbILN+aN&QPXVP8lF`VqiYb<14^C3)`0|tm-leEV(VvkAC5@dfo zf6?33YTz06v|dN^AMqn~94c>b2e$OuK~4qM95Uyjz$(8vKO>sRn-x-GnHNW1I>fmA zWaKJOX;koJU~Mh;pRKbm*j|-2l+J27bMZ5w+_5(>90FEi@t@w9o}V2UEgBz?x?eip z&i7}u|B+Db>oWQor$hg>c(E}znhlUp22bL!p{OAF)>mW-T0KGLVX#ZBS0`iiNCC!i z2O`Ga?5Wl?-6j{+h6H{NL|)376iOL2cl=&qJz)Eex3Z-WKNfn8boj;LeiG-O2P8rH z6&f_NEwok{N#t#Ov&1Gv)#-uYXViKBjy2SD0pIKGOmV@>ecOdh0>9+SoB1%H=d{Mx zka^1xA-pcs(zsq5EklW?WVpi1xg54G0uF_#^@9-;$=+;DNV zq{oS&BN@ubV!4kyiu9xM-+aHZx=ew+h)>+i|01e0dGiX@D5Ydn(^S`Wv-ekM#t?Edz6;ieY4<-D;rfmHJn$NI z2P6u(jU?(@RCVnJOBk1$b%y=-+ex*2hkG@kD9c$MNvM=nRnOX~p_jLu0~fZn8yB#{ z_MM)>Kv@Y;AwD;lU?l|I1o7gxDG3nHeXlqqgaL#AB^*6AHw58Wj9I)`$M?^iT12v3 zu5ko~N_pzGYI0dgR&R%+S+sx6E9!Vt+u_&Oa<(+wIYyxnTRvR?*g%8`1mTr2Xm`jU zZ}X1j(Jp=2EHAuKAnNEpz-_eIlP~zARpB)&%f#^>v(VTE;hy8?h6r|L`OPq+Sdks; zn~>jc^M0{ptYujJ#hj1S@bz>-go@D4P2$nKe+vNGY)hs`?f&P}KBw<1*U->l?D8l8 zoQBsX-+SyJLHRjq4j*b}AJh`>(3T90Ce&~>uDJrI|0H&)2H4?HPn{EWRm~vFuE_Gg z5_?Zf%~6+ZLJBiUp6>fAjy9!##ZpTP^NX9 z_H<3~tB`5m3dO9aTKXTNu1XvlwSe$lCfB*e)sfI)*M`3yJ^@ehZ`XKZC=-71aIO)> zzK>eoCcH#8_l{^$Srt$-iVnzEaKjV780CFf(hYZp?2yF%`d)kToT=`;9sX@l#)}|H zk$=1qVKxnlxMv0?sp0J6)Y$rGK`JW^i#${_aK(cLM-?d1BdrFcr(7aO&L||_lsY)& z<6IRX#5}xWWB}0!VCVkLrWz~Ckj5r3Q4z)Qs0upw5J4KfCiOSPT%SYRSpCDCeyI$Q z&1-E}UCdF#i+1cT;$-Sh-Y)a!SRWo&QC(DDdE9Q|W;=ZUul-q;N}(#?jq|LV(D&sC zl7ECT9FtY`fvwsmztHx`L9=@5vcx_t*JWu!IJ9R^D$TkvE_t8kSw#))%0f6~&+r|u zu&5_D`#FMCrCpEIV+!)rMmkT3%wO!H@K5-;4|O&?Bnm*X*qI@Gh61lX+A@x-rE!qQ zF?DDA5ou_+;yka=_{#dHZiF+tlVF|~;FxhC(LH>Xk?jV@`+SzyiBNW?Yh(Z4DJ=xv zaoYMr4ii;$_hzN5DW$(hJ;)jsalp4MKctZQt5n8)^aDEWMN{}~w+J$pK-5sr^Q<2R zTnV}n?0dZZAB=pUoeN+Y@74m69Vx|#jleJ-%uwAX;T^%g zWRa<5hgn{8Tvl!>!y(lJX!1(WD85YbXWnR0<~*Ap#^_+u)pI-+`p3dSC_@684FGVy za6{rvTIR;ObI_?TlSM@1@8k|!7ZQJfnV)LcJ4-;Q&YVE>&iX3s<8;l#u!i!=V`J-| zIg{3OM+DB#@rgK7W96pLPJ0yMziVYSso3jk>ptjDy;(cjhXHc&509<$r?fOSavT3} zIlNLW=?rx=DcN%Rwko$KUOA<(hLO-3lXjidZ@&et_Ygq0;?sj^iUg zk3E6a#{H7rHSf*24^YoM))J@?0*+_nrqlt%NKNc9DGplC9e-}sxAEoaqLp}G9_ zikW}R2XlBU*7*aMu$dyKGY0E)whgkUJAI9#r5}0b?SX&Ah_ZmC1%Oi5Uf-4V=!?#r zuML*~LNgjpRC@v}->)e8HYfUrf1uDj{s{l{ZOyw1zQu`QGpYwmHdk<(h+h~7O zA|XXc(Q6{nMX%9PBoZ}(=tdXOi58=TL@z<~76cJ3dLKlzV6?>OZ7>*&A-Xa58NPGQ zcmC_Y?pgo4*1c=pcP;tW_{RIb&wh6O?fvY1yC)#%@ZyKt^w9Ol2X}?8`;wQaPgd@)R0ZX{;NbalVVBW6>7=TF@wDTA zDMzu&H?}fJ9#5m(A!UQ+J&*8(`Pg$2x^=BC6;evCq(c?l_sf@|k5Gf69sMrNVkK0=+o#hks_xEKnaR)2sS8N+1mIMp6pAt!NZ;owa4CUft*zVULvH39p_ zi!MTLXk*I8b=_wK@V($X5o>rj;P`tR@a_9b13w zD7M;|g(`2}mf@faX>*g#1>!TADMFJ&$U1)ePhDWDZTFX(Hs!$elfHwqh&%kpBkp6` zocnUFGT~VdQyh}b1zcMz>zpMh_gQ6;=P0VTqrYkG|Ao?Bd8&o(p)SzpJ{j>Yt z!@ukSsf^5z>NiaNs+xm+PH5!CTL z5yD_0mKXe1V^5lml22Ccnnv8{ud-GrQTDQIN?r<_p&1$5nEPxT;c!CHvl9d8*1NeW zG`f1A+KEfm(Z4bc-d6~Ez@7F^*S~!%H%#S`F4>3lHm95FbXmS4`+{n7IAIq;WOB|bL8xhWtmO7kDS~2K5K0fjjyDV*VpE0(sk?BaFJ+2 zMIJ$01(S?FEoAHNTkn4Hk^K9TZ(<>a^MP5CnamCSdv-f7a!myLVUCk#`(+vVzc0od zTi<&a7I9Gr1RYAx>6h;Q6^wnIsq>FPpA_8Lh+F4{=`>&huG?s)>Wq_vk zX=kkU(w?FuV<_}P{*lblNa?vIsQub74F)Mrcd7;|vLb*>+W;*NiMGuk<~>~JSd)9V zY$6W^rUGTJo~a*87f!+*Zc`J7ZU+H*T%&44)vCp{Wjg;bzKPf{Pa_l8 zw-59hI}DPkxN>%dN>OTNc2>?e;mxBc`6{{feslMm{JMWm#$0d`2V0Uxn|6Q5??R!GqVa6&=Q1RgiPA#mnc;_! z-yG^9eEXsd9;prP@4s3_!=}b}AKH9+dQuC z-G@p_Ng=KQ9T}G{^axnX)F82U7tG2~Qou1B{3cNxl|9r{iF9HjTO5Zxx+U<_cwX}C z6Q2$;K}*2e(A2aiGtbLPg*fa8wK|z8JTE1o_p=yGH=#z!xRamN&S4jx|!Zf=w-Z0 zdK&zhxwyD!s}-ezsZDjLhHv2o52g@mH9{^5NGn`6Z$(plqT~a24`x3Xn<(|6M~OQ- z-75F)^Le~i-aAKCPMncG_iBDiWi*0r(>&PYygUy>J@sJRh0f*MEKL5VF-dPQRv@g=TM1;=Co2Ney|f?eYmOHTl1G zB;HtC!DeK?l7Y86$w8h?H|W-!(%tkBIJJ*tF26r39`ExvnVR_$FNx6;wdJsJ`uZ$W z4-w)>wDxRp}pO`Qk+6lt>!(~zCB@d#OCuhuF?HCmg?yj4Spfe zFWdclQ~lv0qCcg<4IExB75=XbPn$W|X({K0UsN;0Ab?GjQ)x~_ZZ=bVr}dQ-m1$V6 zIq$%dKr;1?X~Rimrwt8`Ypk_+UV0a;Kjpv`t2uwG_%AFXj2ItY3rA$OHITKdy72Cw zkGzwfDO1z`_a}WJzfO=p1SJ(Tet{N&e?8TKAq>(4-1X`km{7<0yv`a-eCl+3=U<(2 zdBFE)@-8Qwoh3oC89JlRo`v^=cd`Zr4vK5G2uw;_W1{sV)n8t;4B$sWSBngSeQB)m z*XEc6!~|MGGM_ym9aK>(w7YP?{qvzN``}5((uWt$G_S016Xv7SGBWV) zwxsl7ctQi3{JeD5>meVN**#ksrkb^3n{jq+H#tsvwv|S-t(5i;r5KH~(C4l23gkUW zyx`06Sx^G+i`89bD0cNrDi#-}^@;q<;WdQyf5NOC#3SQi=7{YROxrTM`3j@-{hjUWPndv#>MmDtM zW<@TXllEcombyHKS%sq({FuK``xyy z>X=vfLNo4F@#B#m!7-R0V&bi9l;!fXFE!7ZEo=K9E4;#fP_U>3aFr>BD(tb*ZXLo2 zoWS(i3-V1YEftjgn@NEUklPF3<>T8dmpd%4Zp2sn9#(sHNKLimYvk=k;jwZrI4SoQ zAjcL)*ih{aci&xi>Ajf%{m@4)CEnEpQ)80(b!ehhpwV;^z`?jWbiYn^%>2lh zErCqi@M6$bnMkfk_9ob}#8$0r+4chwMuYpUxxM1g^c_8iyz~d+jvhgMM&|-F(9hc3 z!`(KEqT~kWzn-$p2t-WmY~&R+lcn*Jmrnc6MB|$R$%h+PE>`hG``-7mO4C`|k?G`B z5R{#Kk|ux#v#Tdq0~+a|mUiQUqWY6B43b$aM2^XF)wAtWQdOfinz7mxZ8H? zl)s|$^SS(_6boD4=0A-n5&na-dsFBgDL=dV2Nin!K)JCd$LTF=`CkDq1;L7}mKj7o zTgHrwlEos=p+gJEdIK4fFE1)AB>EU`f#C!NcT3MhLU`C|%p5H49I7ktwq1{KrDC5? znR-L^NRp9Gk7Nhc-juLOOP+?cXcy*?j2VI6{sQh&%HV_F_03pcx1ZXnsy6gi=4w;J z{Z_+vsrkeZdSx{nPGVpSjX5tu@COh)`VZ(~nfWMa&jG*Iq+a5H6RAB>i?-wKeErBw z{axMh(64e~(}(BVJ;OEUF22bNFM^IFXMDAKx3GD&svz4&Eb!ZP>=%LGi&t89g&#@& zJrCdDkIb0KYw~f72|O`74_7|`-+gZG?dXs7s!FB^QE5FhPwP0IvFfZ^YI^djMPiZR zOHPd1t*%so_Oqhj-XFEa^D8uIbUDV`3jVP5NnGzYIH~V+N&p*}D(9PC-LP=?RkGWp zOO)&ZClTaeFaabEA^2^`4e}sQ(9!h_m;|g>^yKE%8AG5ds!UHiYS?ux3@c?YQh56( z9Ff=G&iy7tjgzufPr%87btcD4?YOB)>!ZcYN3BCgF-#`9zXT z@+Vn!jNGJX=juk>l8t`zb9XmWdpX*b#Mz^XTZ-E$yB#1R9H{$Lb^M20%ye|G!6^WN zZbNTRIpQWJ7>m(U6{}`W9{1bxz%ro#ILh|JQ2}+wKrn4)pm(~ErfM#LZ^Mo=@`E{=?*p5 z_QvB8jV^gMA}ii(b|pqM;Smgf0?!fe@LxUK^08lulO%>;bR_UTO!ej$iT6`C&SnNJ zN^G1rGh;x8R=ut)s9LeRqtfJp!BFUq#c93FW~!Xr9a7hs1btdF>ZSc8w4x{7q7F6n<>Tn&qB7wL`uX3=0X@cS8LsnXkZ@+?bjwekP)D* zf0yXBYm(U^At6b^!$dnz;KhvdqntbB&*%4j8K239y>Os7!{f9VBzAM?eeOo~e5w-S z9_2M~MY|Ri6xb|wSJ|c1UEE9XF;cvh#Qs}5O2gn&j?3qC!z*?+*E?PZpNp0Ezmd4y ztQQ1c8|7DA%oiFKX62LNfS~t7*M;qX@P3h1G*9Fal2hU`78tE-cM z?rp>X?8Ze!UfxpD`wyz(VOq({rwg!HGK*^AXs+9HQuP799ur>1+$@m~Cs9=4;eYTg zQ#91lB*L|oQBL>KGl_QA%S+%ZcPM&$duan7xV!JBdX?&gcXf4n_L-#&kBmH3Qo1ZE zD(bSXrLEofx13V3I3)N25$LscD@CUAmy6XvUuk$HWV<$z1fTtejo&iJwS>J8kQxx1 zbG*u`h?SqbV^mZ4`#LpII^Rt7#kV*9M!r;s$bKK54FE zOf>V0r^H}mzni})H9nr2+4l%5xfaPJ6=*^Wpl^OIYHunoR%hn!1!v(L&D`rYSxKo|+0;%6_iV>b>VetXfoh?O zO(DxI>L}Ckg9AXoVbWHC;Yl@^ecduUpzU6}I84x`*NIW~7#oG$J@nk~hQMaZOMJEq z&eW_`jdw1n#)xopNFn6q;g7t%y~(bmaiNm$~piytu$elAe{M17&p?4h;!r^rl_ zs^K@qt`a=*-De)lo4ZaDI1`74p!)DfeV%)>L8GN+q|-->;`{r3zVK;0Zo2PI2OyRc z;b#Xk-FJ*TJX5pst-xcqe!7=K7JHE(i-gsYkdW+k_#P?zm=$oJaO#LbK6h4;pO+Sr zlzispb=ZUP+9j8@Zp(YnesM-vqkw6wOxKdSNfiFPF65hWhhEU_lfCVJ1J1;y$~-eW z@=Z)H)?{P;GUP5(8HcpFF(IU-t?axfe=)LEvYOVB*p`{{TC~e^0owV5rXx0tFaB_U zMZ4+O&!6X{+}Gy|zzE_J=mL+`m^XOOg{pCTWW2t8(zD_-&?6*^75*4^)ZKJ+8RN5C ze=(?48Z_iY-e%dqAmz5IWwbK;nGFdpw@6>JDK`ZrBY1rK z87OR`VHZ(Q1$R~qoBQ;*efZud|6gO&-e!Mn#~L<9#aLO(WW%GPZbUqh9Cjy-o}1AN z5;ilH?y5?zz8==b$;W4ecHGQLvjIZzodcseUTJfoThBw~v6idKv^BMy_kJXZ`1KoqVC70C)1$rv|doDkii<{#aeZ8pAB=%uCQ^zGYqtJT)BX0tl79CZFhhC%-G%W#pjO7aJUwaQb^ zN|0w~XaC*Vf!9{stQI7udW!2=%v~FU`YN|GcUak_O8WJoVpP3`?}h&mHZVx5Wd~2; zVgoEK_Eny>1&i!JHKKOMZ71*56(%3|>a)L+s$%HaR;QA1idQdY-c2pqE9v@1;A~r7 zupR`WV`F2ZVVCDclzQA-35-wUm#?At_^QafvdVm`);l9-VInuM5n3y+x!`~35`#Ny zdj!bH%y38Idv8P8AOt;QON8}EO;3;gGL$5_`(u{O)irhx_d(LV8RaqpGy9aSQ1!w* z>S~$k`DOQ1i(jo+T_o&sU>TWJ^4BRMs}d@&gC!M=AzI+2AKc)^ z$uk9~YvJ|nu+XkwFX1|o!QL_HsaCD4Bs`b$Xw$;E30&kHNzgIoR4N?9ZW!htNL~E1 z*qA{w;>MJ(mN*WC@(t z4JTU**iwR&oRLUO)%40|`%U|Upl-)uUn(!&8`6Qj@+5Ot zNRATFcHNcpgegEj!Du2e%V$qhh}H&ZVuW)QA1*S6y^A(|&E1ZWC~Nyb>~zra?bX*M zee`p%HReg50E6n@A|@slUeNk6+e5EV4(csstBeMS;CoH?H}<`q0OZ~tT1JNY|UesHjKW?o)U zbaejtSF^ShDp)CmMAkz2_ZEv*wtU|17MmQpWX^2vZ*6{rt%@dS`txEk>Y`*ptiGx6 zs^+r8WbU7P?>(=-X;;4NuA1Vx<=L)Ta(ObvWs*qB>|>`LYuu%~0+C*N%|qVx)gPp>#$$g*1I&zqf8Tdd^7r>7FV%{rpG<3BLHJw1O^wD_K0OeHZK37!6g}ZMW z`*%UrmaAd-`KsxnmyF%D%+7|+wT#St>r^3qy$iX=amyM*dH6rxb4u?fZVYMeRvb@^ z%JJ2d7t0LzyuSJCcDEY*bTdX_-iMdQAh%FFVKU|YxJw(srFm5kQT) zX$RBhF7oifZ@9$fhrz8Q(voV!!w!Eoj)rmMjVV_q9!y$T!p>@HzT~G33l1)n3p6pM zMO)SH{)Z7Obh)fTNmIvn!oy{HA`pVo+!|YH{l%NciV>aHl{MW7>ATAi)!Z@ZaC+nl9`A_~#@*d5pPKrki#l+9M49^(1-o zID&Qk*HtFZeVOZDpPeIx)Ay_zb<|4dl?cA{zpnVFr#9}CI)H?1FLa;&#|QA=XqQxz zMB4U)(f=PlSwL`jAiZFlQVAwzKmRXsu(B2?|BtK2{**(v5twc4f2A!!bpCbmM*n*F zZVs_`Cl)2 zEm|x0e-tXKFg|Ja3R!_VIl7|Eb!kg}WlOxt<^l(HG)X{&$PyN}R?Y z?>5Y{@n@EmUC-!K(9pPn@#v7EWnf78v)=rUm;ecBYH3{yk@tYRq_={0{8D*x<5l}V zIb>VT(-_>pdG+S?kd1IF>41!*c@CGc$f&5T^xcM_wejj3WF&-;n9yJTY2J`$V{4Sp z-`m9vn~DJL$^ZIw29)?@)z^Ee)<;KQ1Bl(Re_h=@FbCjp7lR^zQ%O72JdPjkS+&UOyA*xv!v{Pms*+E zu06OPfKi|`#4I&IkkkFuhmP^g^l2J(l0Y()O6LX&S-o;jy zct-%&!3B@o)zH-Z2_WH`&0jnhNdmxk9By3?aqM7n?;jXwF?6476Hdp5C&@xU!U6k% zANmdjrc^Y{oaevE9JN*3=N(y9B?jC0z`v1cl$Js3_RRrIWd=OrZi0dH#oZ|{ ze#qe%!eeSHy+h6SK!dDR0x1Q6_#;yB$u~FDJb!7_Ea#@sGBGW%9M7@@KgpK<+y4mc z$Qdxopq)zFpk=l-s21DKP`fi`W9f0MV=8!CS32j4H zDliA4FZB?N?(qEyn*Gb9A5Ng00j}n}IwH7UgCze}P~f?g8T7TVu*XK4z?{)rA&Wfw zecJH{K1BbS5eS1EnHD$h=rQ~3naJYz`?e-fvhH0N4nSKTD=0Mem58G4j6Nkz(D1!f zIwbO9mKHx7b(p$=LBsIud^cu*|CcVV%~Y^DKff#DNw&RE(i=mB ztK8veU!9*9z%%<^A68X2_MV@}IR2Yw74GZoJXrMgtK%+aT5hNWUAI2zKD~B!Jq2Jj zNj3x=!>}0#AdPNa?;~{6alz#p0)`Hkn5xLkytNy3ycA{7e14*!xbC%T3MmV;|NI1a zd;8&Se(z-^z8Nqv0b{u7aiWP)w|liWQ%dHye0HaOn=aRs_~Ou3mAFm?*}1dp;!XR# z!jUI5;-LF?G@=)ueo3a`RZbNFNCU+Zn$6ir{LF@Wtz15`G zp8})v%>e4+IXFDr2g#TAE8-K)@pttt$22uHH^vaK_yAIh&1PZ>B1cr3``L{^@dlHZ zzHM!71o8c8D#+~pSKavaLK}dfP!-}$^WDKLAQKl?{MqeLJ{F?~?BjNQXu+OV_D^;6r$x^~n1 zaQC^b{k_2i*qe4NLFI|j1BYh5a33m5&Me)TCx=^>+y(1C1I}a$-x$b~S+jN-GxXVC zAQH9%cW}opWk)$L=OplraWvOY>7$KSrF-2oGc5tq+xcn>Kym<(?%eIamfJ)m;W*P= zh#q=Y9T*rW9LYx5XlK|U)Iw2qD-Jq^0b|ZM=p)K(5XHJ{0KfCvT?a>>fwhfxZFU`= z?jx}%awTFd!>XtaF1i5LB;F{rlCfF*yrz;O)@v=EcJrRo+&Q9wSD!BPH#n-+n{`BD zCow(=gM)*fn7kKUW8>rdVAM3mP-CSE+Bf1mYB^+7%sV28^&CUTC z%2PbEnBri$wb&~SbZAyVK^XoRgSW&?H7czuoLI`-SFo6j4^#ZqVZ96pXeq%cr1AjQ zCz=Y|#_to2Xk2%F-)aKeO2b?Yk#{t7Z`m2zRdzYX>(SHG&yCrXER=RIBf+|s{iR^V zbt~L3JPxy^hX1R!hw~wb1cA#_1*f2=|n zM0XVjU&IhRftRCt34WTu35@D+x6y4T8*TT_$Bf?HA`@aTD9b%{Pcy|XAS?7h~7 zx=O?-^Y#;vyL18v0a5xy&^@$)f|!vZt6M|_Enwi-a=u}^$YCLn!5-K`c;Q~^BGvIm z*Q5PG{_6era-d2U(G{PsMPr@ut@j)15ecrL^-O1Xts z16BZO>1mx!?(X*XC&2Pr^-oT!`1;BbzLj58l(sD_6Ac%yB2WUPgn(|Jb^-={V0yZb zkP#gk8~X)_4-O0x*3rT275<#_XU6ez2E2~>(g%+P9!S^x{CsN6NvzE(lyYkNHhogW z9n!^%mq)m{xi6eMt8^emkeE?Uf}eefHK7|@me3eZFeIzv)lnyI5PQ0s_lky~O6)Wt zS(WZP^Ny5=;6hjxPkLb*rFU!l*pietL)4)D?u}@}twdcA|C>yjyQ;r7)FGj)8m2KK6wap2&UAJTT>?(Y+W#iOzncZA|m@@^vJ zc7mAS1_O7c%6{^mi?_3L3^6G=7`C$)v?WWhS~kXwai#_!415OSAFf~uAPrDLf}pIM z4+)pTq*kvgxVnlWjJ)m=G&&(8Gg4-8SwO1^58MS-8Y7QeG!UpD5h0}qxbaTxGuTdL z38=JaFl{MKNlvcWf=lfKv+%>lXe&7h*x~JxTCfDqo$?G75qdWIh!^_$QVuK#h_6ge zPR>aR0{BNm%K32+`~hOZecHPL5GI4mdlNj)U*DlI4tStjpnkzCH;ORU$h>?s=^5(p zN?*AvZX2=H|A+$XfZuUA`J-Cqu(rL;geGN9%H+zq(`2FL5R|QHUr`pb3trKmu$xDd z(>SJ#{T?gJVqcJuypz(qiSj*0U6$nm)G1S^TQ}wC3k~LN3Aw>B0^DBEyu1lF-joA_ z`KYFR`^HUhwSZdx0bI5RV5%HYy&OJG8B*&t0bnfR@vbjEp`Zjt??=#5(Amq7nayr~ zRFQ)>x&dkAwO0B2_wRlH-!CLUR3Q+S60b>g&Bl+*l8!S(gg4^k;+h3xJx#`|?5vT?fA0hC1Td-C zq&{dM0&H71y#_&}fq-RS@t9yDDP{=6$RNj?3HwO7V>1vOps>JG*#KFxbQ<6)9|3Ku zvq5$bh?Fi9uxFrF#k3KUS0hm|JljLdqIR{YF+_*=iIWpnFDRDg#5DkP#W6SlD@JYS z@^)}(K!Ig}U{(l2&T_2@zQ87!GAS;-X04WD4KXzAZEkMP@}6=<7#aXl68+uXb?Lra zz0t~Y{IR9w0q}Wij}Oqb3-S723kvi%>!F9^(~J1yX}l6hv;t-`aG!LAu9~rAXJ(qb ztREhJ2?j?}Y@i|dyFFDj7-b(PsC) z93F-5Ibu4A{W}eSu9t&!?c!|57k9=TPy_)1y|_h0L^cS_20TjdZte(z68az-Yaq4% zXFI{5z&Gx{hv8*DoV71K7WGJPo`~{4|CFig*f9D13t|W^6hI^$=<);L$#d}kqo7mO z;@0IS|GQ|Dpf>-x{x@I|`d*E_eNk)T?6?1hoq;rz+W!Q(q#^$whvRUUW<#|cS_A;* z{?CJQRB?IP$Nw7?z?u4b$hk;l|KOlM(7IIGC%fcq?_`+ZAr0Ty5U?v!K-^;l=uYS< z5X7r-lINiSelI{lhdJp_s1?lxjvUQ2ztcs`VI^iAJtA1IN4q{C5cz~I(H4oSg$wpL zD~VAGzuiX;U(SCrKEZpUMTG?f0PhnK#g=%m5Lvn~amXHs9eo*rVFoM7)a2(=Kc8Yq zVV&keKq^4tMU~yq__!B$=}sU89As|F@H-G2s@xNPN(}<}x1_|xn+e^$p9*}PO|LXt zW6s=EF;5Fv9q%iZlWM3hu39zwUV~DS{VxOVD#cfPCT9YqhYtz z3tgISEr)p=!>Xv=Lv8Lm*G4aBQkNN@;8f9DV^FJWsrI|;lOEFPNz)qnly(%yZXie0 zY-a}vxq9MQ%uD~7oa`ML8S&rEFo-!`y4_?sm(ryB-CL~Q@u8}`d_3Sm@WuHCxB1R% zL~aSw-Bp9ry|un?!Cg>Wvn14{-5fd>4 z???vNHbby$=nyvobl2(GTeX%iS3| zJy+MJ2D?0@@2mMr&b+vubVrPiRiH1cNf}CJW$QfUv)U19Y*^#+A)6}Nwbu#0m)8DG zk6>J<4*;<{Jxc_gKNcd{P#*b3yyvCDXcBUn)RKmV1;{pdkFTwCp~_Ej#CaPil#wW^ zgN>QOI9W_9j!L;*MpIjBcKa<#+UzYZk?rx;PQvl3`%4icLMVTtL7b-)L9w^|(e1q= zk=_C70}|5FO8g~ycO!U607Yz~X?RBOENNJ9FmKce zdv|&kR93nUV|;inD#!UVGBdM3^UEe>?x+~5$)!O2ojG1HNp-;Y`Fk%OAG>%QuWS>6 zq%W@$OZ5pw%{^DX1)dR5+3>P^!A0yBYnW!dFZs9Lt8?}|nd2>=?mQRlhu81Z&!{gG~1QLXy#_#DQxVKId@UUW*lpI@~w+Ex2{}DFeS1}Mtb+1FdtBi!2e0uV^jumt4Qi3M}nSQ9}nUmXfdh#zp zJX(xgA6>^Ql^DKks$KVC>}csKzZVo7tgLg>ws!x(R+}K#xn`3$_s`>YNC8#RWn!I|gEA}LT9liDP(R^nE zBFfc{6`9}OD=E?BLBwoiRQqWHEk~3|lfMhbaoyt?Ma#w>?4S zJ3XyDJZSy=;u2jaos92jJsLyYU%y+eYAB%}LRpLOCF(=T{vr&I@!b5vUUc%zvd>s7 z*0Ur}n405WXczPHt!;M*U#AW{+Kuqg&|{o~wY7C-etyW)J1;)M9?QcmPID_Lst%{6 zwY4-Cne-5WkFRp&O0QHGWebE<4$T|k&rB%fx;0w}CHe2%J$VW$5RiwcN<1yq)!SD3 zsh7emGa5k)e~=xxBn%fO96K^!O^H#o`9f|{#TYl%H?4XZ~|F2^Cn?{6pe+@!Q;arEvL<35%z2}_+F~>M zTkDDjbp)|-UOU}Er<9}5-sOpmDVeQ8CuC(}pC^4HNi9E=15-XC?SRvG*x{pKI-Udg zLN%%QS4pHSIjaz*~XSp0DiLg36F)cv50+fOV>oXPXHIc8#2wx1;u$u4Y6Ih4_J#RgrIE^;gAhwz*i&H4v<-+Hvx`@G=A406c$PMfG$@d zm~Y?%=tv1{q3Qy82j*|4ade|93b?}5wXWYr>3Ar6y^QN@S8;MyWe9?5#~k-%JZLv^ zl%BrQ*X-N+=RItLt`L@Ap5HosbdRW%Vww;Sfmmy0W#w$+Y`YVT|NSSIPbXTxJD80* z%4O0OF#y6YLapX^8w4L1ukL^)0H!dQ>=a0S@Yj|=0BS)9?hK~{{r<7??LtFuepdBU zk1JrznQ|`%E}JI1$n__&?=_IeTOHrN652qVs4ZhLfR)Dhh(2z@PbYy=(qEWESvJs` z!S7MfCXb*eA3zR?h|FO5{8wYT=1qG~{1&+GP{s!hYkm&Z_YzLh^3uz#=q?lbE#H0H zm}k2o$3g`7!4p6vorK&3hf zo&K>(AC?VYWIm^M_#PY+!+5be9T=0jx^}wsbjYM7e@&ROkh?=0=VgukjUPGZ6HUX=*yZT zvuACb!Och+1-dSo^!)yTQ{xyRXSyd3+}+gIH&Ne~Jx5hB_!;3j8^(y>R070*sj{-N z0U(VTwU){3zT4WqkJ)2q<&KeZ@xS{3bZ-fcpsP5%9V(l9zQ#l_?EK1@nAe3&>9sG_ zg*;z+Gt1DnOTJ-bHA(aseBUjCZCGd1JZ^GGEzM{znLgV*GlYNNWvE?PAQY{px|3#S zptjC$qLLPnAn;b=%~t`l6GLn(@8b}f`)fUEx*#i{d%YW;^pjn&lwwK_<6T}#(l<=v z&w@LmI}G(%l93p=&OU{cZSUxyqo>cx$}$}-rBVbhyflzqUYyoz08k>QS8rdO{hb_j z##o^8a~V)Sxw-7D(Vb--S9M(&8hFilsgVGlZdiKE|3ko%{}T*^jb}Una0DOeL%?=K zVf(!f&H!)6q9Oba?%)1l)K>SgTQgQXv7%1?79Q@J$o(da|KdSD!|c`c@u|>leoTkB zlfNTkuv_Nk6i!8vx$Z_{a*ZVXm(NVEWw``ApULI&S~7aK+C}N)xb@&>N zCp}V~*enIB_3aO&)E3;$ZLaWoe6r z720is#dRR!j~2euF{F&P4I>cMb5!C62)5WRFiwv;wM3a?ct=O>%ZS9q)Jf^r_evMd zV(z9x)EBKuo6SZ`|i_A3`CSxp20LAtlX^>b39l0a+7UFIO;e*WGkCRma zKMRbcgdro9HZ)as$gO<=loSyk1#ojxr9GXy)>O)91H0ML?(-8061GjomdsQk@~>XM z*4xlUxJrU7LWsQS;utfUly)nX-k2^A9yAPn{AD9OmA4)s8#UX*`lyPqHd7)>DyrUb zHBL%aW=PE^8@>c2NW+>A<*FR5O&_mq5}$^Yk`&4b?|DBBU|Ckih!g6Li3g-vG6MFWi?fm^5qj<-BG$jP^2pnDQu%EXs2W*mpPMP z`)JzuQ)cv>fJ>K3bM)MsQb}7gms1tx_0_c^x zJ!f%Jtuvo0CM0yWc_%lg#78>z{>|Qzg}&T_JV-_@wdBs#Xfp~bTQVZNqj-v(*H#Zk zMjRIVM(YNsn^6Dqr(89Q0xv)BDxkZRLYmSxFxC7P@;~_4#T}c52g}+?A6=@21MhBQl^w;#bqFf18=15f|IGl(-Ls z1fjR1qPNZ^UP#~nY>#jZ@#?TtR7j6_;L8!W{DiF47*TA3J#X*(Q5v72Xt)n^6@3LwREili<;f< z@?)Z7V`D+p0LjKs#xdo1RV{939Q@QOcsA^{@ss4j&28-MWzBd`!yCzxT3E?voabHA z3FEa2jbyJtL7=OvD-UfY!FG0TR#a7; zy}HTK*DoaZXW&dbyE}D7AC#^*EJfAKwA{vvKlfs!*~h1Exi0Y+X&#w6O9uE=3*?9- zyiV9QBOgZ$0mQ5W*xLal(DFtM1o=)k`brS#- z5l(8ltjlaP6B7|~MO(6m-?SS;0igaCzD+nG0$sC#ATh`5n3}!0u>Aad-538s74%4H zKGo;PndM3%y&b6D7_Jh?(EJ!Bafiz{TT@O!_s2`lHGv`BE50+bMt?bv4H6ILcOf28Wz``n;3!Cz==g1^$MAtzN}3i) z`7i0GIeBq48jAJaSK?EQ`(WOn?zDk1jC81>xQLq=_ZpK@Qk4@jp&HY83V5m3am_(Pdpn2thsob~7@ zUrp$sQ(!y2qw?h;UEIY<5gX`L1m}^$y(p#*OksdlEQvs40NfA0@$P(zUL*x^Y~6uM zIs8>YK|%JHFYiGOi2>rz>*oXt=(+%7PDHtqz3d_Mu#=`^Q#tLTp`lQ7GlNlxD|(vR z($7Mu?x56No2mga^yd2{5q0c&j8ut4xW*q@)z{>*V!uVl8@%Fh z-My(Bga+-P&>`!j%&zlAM3h=l_+L*Kt5>xm9HiaB91jx%A8EC5KJXJ12+LDzXVibfk&+sscMeQFD#sQ$v9-p0Le6JTNhAr;tYP$OG|R9yo9_92&oX% z7lP3uQMmmxR#u3P0{cG7{8x&$TqH45%^kT`-iLPD6Cmoj%^AvaN>52DM^e@7omT5s6wIE z&N&t}nVfCW<}HWh=gRI()P}7L7m%Ya{dkgk|E2)Q{FIGUSlvs(lv(l+Bbow@vl5m@W&vb=31K3^<8En~NoA3Ju6H#{YB2YPEvP~P zIrFpc{C*XmsPJ!6;Al4y+=0Ab9}=doNs=29tvpAm?QdZ^Gb5;R?yU6+Plx3%nRK|* zXKzR0VVR~|f48Ir?HKTl6mw0xEq{D+MxD-d;W6hWXdn;lwmEs!MOb68&&?@!7^~yv zBtE)j+fF*QWUYZmgY%73Q%0Z;LvzsRQlGAs#VwGJ@jR`GgiC@dy)&Oj>wH_ps?4Il zgumDS6#{=^fC!ki+&DC>5{tU7MzXZd-{E>i%zM2=0I^3r?Xl+8UhFMcEO*H-srxzN z_;x7!n6`OCDn~GyI`_+>V#pUIuD+MZIb%sa6|eNNFDTybtkTkGa84ZfE<&+D=^0c4FT+WS` z(mJ{c#@ozq5d0~1T&pizzdK`WrAlGMI+Px%J$?UA7v#CLGi_`f|FyX;HbJt!(5P5( z(v_IrbE#Kn1{*v%Ko4B=RG|F= zi78K+##)zhD_h5bK5c?y)|&;sR#z2Xjt8wfmrHqVx+`azLDmx-dSfZke~`Q=^q*C z+}qoWi77k5Sgnwt_KS#Ctw%rpm#}m=zp&yLkC@L?+2W;Pzk}r7V}>9T_#LSC42F%6n9ZUJc8r$b1r6h-<&V5Ed0FIQ;^ZYOdqAn$4hO6i zWU(DSjLglb%k2;wjeK0~Ey(rjLLyw3V;Cg1JELzCYA*H_t*yDz($c_lDOt_0aS{C! zqQ5M_G48zet@u)PkwY<~o+3a46|QR;cz0N)VjU_5gOeMyKKhK2z?DG7-$j%E!lN(q zTz79Up}C>9PyD)Wo%NoZ$K&?IsDQSoe>CXwVU&0e2K`9ryEmVcch*YG(ep;lY?eE* z!guG6Y3bBnYt3C6dHl)Z^~ID}+cDSwi>kMdin9Hph7pjE1|?(=QM$VYm5>-f>F#bA zIz_sr8>G9tyGuYCsi7N&9^$?6`F-EJUY38l7Be^Zb*_E(*?S+7c*jd}J%V6l09$A5 zS~P(-fIS6(hzoEtXE-9tJw2EW2O8N_)ywK#6HSq$rfppIK;tqokN2_jT0P4!*%qA} zxx78L*M<)Va;M&V)v6!lwA7`l zWvht;SH=4_?z2^q(2pqFUl*Q&)Z)%!BMc^?n&73vUqvN;Aq!2_M^klH;D5?Qj#+^4 zK==QQiGxEB*$)6$zI{8&HT{3 zV%l-VuPRD1Y8MaHM=Su-GiuC+=?efThHoasD8Q`(SXFm+o=OVP#sL*YqO%8jY9yS} zc!^VpLq@qrp6uAl|L4=#MYPN4uq~UdRt&p0k%)~KN88H1@SX7WN;MWKji#v6BKA_# zivxzTzFx|t?+@1G;Ti|8r1dXw#ED6mx*W-DJ8dmN;|QHHo{3w3lxwq!xPM`Nw`@uE zQ6&(sOVkgb)i-kf!-owT{(vzxSZOf+@PiQ%oGZ^k^)_RqiV;wOm|0l7kCFgV!N=SL z`EdBKEt;lbgHO7N|L-1hZ@o#YNBPf!j42uC=f zkY)kO*9Z&0VsOF^h z{t-!uZ7X=F9(vy9HJhA@V{?L)@of?3#IbQu_%v_3*yLv>saI+T#RX;8O9(6?pa9ci2YgI3 zOG`m$&+Pt%ytcM1=j*2q9>7Zg>4k;@6X^a|HVoC>-32R@dptrEj_O4TZ+EEZyEZ>h6lHQ)q)a?@^f*|8X5_0RD z7S6{jI}oo|Nn+|gRbYbFBHY-ik_jt1=RB&@5e z57k|JFPnYU@dH*pH6PJiQ61hSlQPa<$t@)GG$+Br!U7_HIO=fxKLe>Cz$zdT5Xca4 zL<78?V0xS!ZO8!K|Hy*O`ueMqbnOx==}+D%l&} zsdWnqBoq#6*0bmE>K`7%VAfI&%Ma~`s>X{cDJf}>tHt*Ms!qVN0-$DJt!8Dt`t+wa zKNSLu?BAaEjx#mmY;UqqTK1l~?T$C|6<<0R+aVkGB zh?(cGDFRHv5985rp228He8TTt-ZxztWSJE1G{7OS6Vrf**Oy_B##wB=bXfLG2NLfn^FK{@Xfq`9YUUN-xl?) z;H2uz+#Fd$+QVrH3T&aa!y89v7JL+0qBF>9N}ju5F`2{CC6S~b&5l*20bZYEFKow| z_tNUmU7O^g$o-e?WZq7Rx9?XBTO4?t3c`xY9_x1?o+*#t?e~e_Oi^^<<{Hzqrr2~y zVOM5vW{mHp^3I;ir=w4jNifd!#a!sl$Haz_B|5h9IuSef7qc1IHQkF)B0-!h<8q78 zc;8$ev>z~L2^sNhzJ^Au30M$A&BCHaV$}$BK_9HA%C_oUq9Xvl!W> zjAY`E$`Gh}%|fJ!9=ew5WTG4Oos9FhY*HqjA<+!Gk~6F2f}(F@b?{Fethv#Md+d#3 zliy?1K~C1OuvW1$%%P!}KUpE5YATrpz|!qeuelz zI^QJl)bG67@h#q2eEe6R=1%|}0pj;r38v;q^JBYpS*F9wILp&}>f`P1Ei^p{GB4-$ z@;P=*LB8;@mxV`Qp*{AL&C%9%8xNGiH&{f&frgm+4UHt!hh>y!OS!~wWCYgwJ7w$s#= zl5WU0`pwDXAq}y|vHM9PckY7^hp_GIDF@n%D}}ubZ=q;M#A{WTwWS~T>lI8F1eP8S z4YTZm-(-1b<(!LN9P7SVy!b}=CbLPe=yMSC<909tdb3~Ahye$LI22Q6SBKs7P|wm9 zgOiD+af_FFZ~_J3N;~Ey>8?i22%Lv@2DHCJxs0i1^8AMcDntzC2KBM!G^Hi;;$(c3 z^<}ZT8%uNOsCU8?rc@LCzfZ+;tk`NL0OQ)HS^ewKAja_jjzi|W9BAzC#-K38rJ=@% zyP0FT(VTVOlDY8y!;4aBb)0beFIU1?h`PB&hNy})RO-c;}j-rGL_ zkweeko*(P*6?=^gN`5APM7@1D`zzXtG)$k=fZJcoy0n=PTs=_1brF-a!r>>8yosDf z5drfMk8HRueJLpbp4&ArxozJn&G}|VZaCNMK5w_GO3a5NP@<#j8lBH9@G~bhSTpF; zB_8eZJI$7pt}hJ4-7or1;!+Ju;GgxA(p0UJ_X4b9V`EEF{GCNaMEttfj94gRVX^;; z%#(oeKi4AZ0?-6Lqh*INM6L6(N@9svzTcOP!#pP@0nK((#>Gx)R}hosSH!SP`QbM` zGd+96?)PCU#w(9{r_bCLGR=hvinN(GfXj;@BZ?W8D8wiYpHBW4sz{(u;kH`v(__4vbA2iqcqcU(18@== z;&<>GX}fYyer#<_kf7{~ey%}Y3Pc!Vo<>=)!%J`LHT;m9v#5@3aBn@s4Vk3}rbe@A z1&%@G^|n3H`(ye0DKLYtMdJ0yM#=t%vEH!8i-rx_B5%-?`odBNCs_z7xn9fuXY+k0 z!VQmFf8K}~l}TX0f*aXii~H3O>wk|%nVCmPJEs%2O0t-j%KBF`0IKeiM0psm8%1fJ zPPw<+g}iP};__C1L&bO#-1k?##d?jpUCuc9tN3<_1&N9IRl+!!!_bCeQ}pDuq$T3{ ztX62hEPgoIm_@2+MTB8Pa7dVp(GXA{_I{p>5`@3(eUo42z8jb^-eV?4T-F4dA{ui4 z+^7h2%ID|jUzL<UQ(Bq>lVqdWK|w z>_?x*E)ZDAT zw>{~-XvDjUdTh0#wGs%d)o*{an#Fhuu$@juy9!Q?Q%8cm zlnuhmPhzW2q951u*rKH4kqX~_`w612yh!W$Jd$l!bfDqWq_JctTs!DcwPsy$;sy zBz%$Ntag?-Wc@f*u8VCgQ1u|7O~=G!<>L$9-%>H}s$v`(8rs?2rFi)Q4-NSRVZuKk zAv{)N!362_=k>mJSTZFE2R1AYh(DvfAn)Oni!-kQH?K-^_4}M!QswD!94yLkPAmO> zAeub(eDQw92@`~=$#{%F*Ziyn9h^-*ti7x<<6}x*#t{|+n-p#dl|RZAu7A}n9Pg~p z^s1PeqYk}$^vAP%Uy;~&6{>Dr=2zza~O>Wgx~x*zibs-DqSr4k82 zM^B$a^?~Kh7f>Q3{nO3PnR2eWY(SAuVfEoVgTVPd=C^@yWaG`{oqG)Eu``o@T3&qz zIDf!r7XNDYGaxb|Atwji1IB}%0udsBs;a)8=sTcm0PK1ITK?mw^wdkoThcYp9Bhr| zXy4ikiU*MOws&$;nD(kLh(<(eAu}g#6vztKm_u(sh9b$!wS;WjZ$uAyZBtF6A$Kkk3R_QUaHS}Vr)<#{ z#yw_P%W$+_SWkoex-8${q);@YJms{qKi?J||2luZN(+lS$TJmuCOA|?pd)1_~$ z!`~(X%us-e5*S6PRmcE7JOKQBeETH32IQH;RRv{b)UVUjxl(2GpQIsGRaL8OPom0! z#^Hl>ZyHsnVP*UB8wJZd(N@pc=dy&HgAUX&NwnF6=Jv>QNw-IPSeWN(L~MJ1Bg$`2 zLRzcM_+Q$%z3i_W$dx)FWHPYJT^mtsuV5@*g~frXeWAR7Q-pEB8juCgIsyf?t*vl~ z0`QqwE!M5UZh(7~fJPSRa8Ka(&%?io66XJ-{w;X{e(F2*cq?q#`6PPK-|lo(U$;4v z<4s7K-4DYg`gPaJv_Y!P@} zv&QfCTdu-~ouceSzDvI&%H`#8>9aATVW)B#cAKz*+f6o}` zI~e4Q+Ibtu#^m1H&%s0r;S1(Mn61tlEQ*SX;!vIiQcnR}3UG*lFMWG^%Ll>hW(9^( z`T6;%z<^CgMyAtwZji6fF5l~4XhQmV1}E@w=53#Xi)h)mGicR}<3DUgKC2*ONjuuC znIAVSz8HQUV@z|vkU^NFSN7tRo+UaA?G9=NStJ(6 zt7?>W6SZJ0fl`VsW;r8vku@O@SXSV7IXP8094?tF|6d%$0EsKPwu_MN{dOeXR`87! zjL=Q{YC9*5ncf$6>`+aHlNJL%O$KgY%5~Blp`~PJa8hdIgA0e3b86FpudA>(w_B?m zg)tWthFKz|Z`H^SozD5fW58y&)o0Ram&zA_e9)734Sh^h*+ZYGAE>)272N@%n@*Ow9mU&<;^qUlPiTof@R| znRfPz)z(_e@~)*Lyo_>ap52TY9gCz9+W7|lFfZBra>3#exWOQk`ViBxyNdi0s{EPF^ zCLJi>$7XjbuA0dWSHJg-+jfF*OiYjy+`GEbBnnutJ$J3HFfnNpln=RTmU={2XL(mzM;WIs{m%+R0)9An;nSj z1bF)Mo+EMKO~s39yoKkFsbhN_FS>p($&>dJI{P;HxIGFQ1_JZe1C2-Nzyu*J?+sV( zq*@-&s62FT`9G9D06lR|&#biP#Do}}TqbrhV?pd&Szy43=S};Zn(cQxIiyaRcCBg1 z=2;v`IW?DZBvArcGqc+1Dd0s6&;vwV-wUg!si~=fL z!hg{xa{uuN0c@==9LldyU4<=@znaw%*aeu5YmGK2NVjfBCAmL?;1i_y5l|WS&FwbE z7#wj(G*f{$=!0EQw$DkV6DAXyiDy~qsv{JP$OM{+Gy@(EoT~hS!^pHRDih3W3|a26 zX63cNjcz43al{ML#h#tn15%%nN`rpj(*Ov!MFrASHVn*13xOGQZNtA=yuoWwYBI<5 zn+L7s@#Ni?TVI5NAyAlU>-lSQkuS8TIAf_~TBPQis-s3O&ulap(sAy&V(L9(Rr8Y7 zO^&R2z8}qTQ$ylh1|}2lo>PdApJBmf30)|>3=FksX8PogdShzmnv8e=kIr--7K$(6 z=)?qy&0E}GEiI|*>+3CBWP^s$fb|EUE0kH~@sc9{Yh@_HB4lNdL&MXn_h@uwt9&yi z)`Y^dFJS|XghpHF=B=oe5>fWqenC;TQmkO2sX_L2&hZS*VXk!^YST+$TV=Mi@CF6R z`9b%Sc?Ngtj(OtJ7Qdneae4*@6-UkCDu5vbk}byQv65K2S%JFvJPiDF#KyR$FrI}z z-nN=dM?S)x*Bg)RP*xt?+z140HE|Y0$vaGP?fxn#y|ia>f97S7TB8A8KqugYLT-}> zl&b0O8A4KhszY`y=fuB%>^`2gyyLI~u^zm;)V5tKiquk202~OqKt}KIQ8z2*zi23> zd0aK4|GgKsXB(0T+-fG?Cv|3B#z&|fP97jgx`?1cgiH{=K~arVb2DHpeU0ez(dXZ|HY%K%FeRDA#oOKc({1&wd!^8c9s;{udurWw8}3vEdQLv! z9bc6Gq&ssqvqR!96U2Nf z>iZ;WH^BrvNhgD-q$%T`rLJF(pFx6&8>SK~A`7(CKS?`#`udSgV(ibh`v%mWbr|j; z*Io41Scd(k4a9zk|Le}IQHiVpV40-yoT=TUo1ytJB?JIC0+k~yEbObcw)S^ZF+;ll zG#8GeuKHq1zf~Jy&jj;CVwb1-kY~9FfqOx?p6VPSaB4hrrSbdPxf7=S%OoU9`%S~} zw-I`$*_YqE?Ct%&qd(eCV~g7>43aSL1RJP+m(0HMx&v>dnLuR48I1lrIq>HI`2sFb(7+=!8pBnXA%u6+yn5d$J?j?V5RWwk}$ zzO}<-QR4u|zeT}*KViUY9R0B<-l^<4Cb%kb!7N*aq zyUh=YGiO9ZWqw&j2H?v>z+;3uUw7a2gBcA>9rKhcnoRvB5;d|P$i)U6(UWs?suhi5 zz7n&;&-$rkw(u#}ed(mL||1+UbGZ({|mX~BQQt}Sp@Pt*AL z8j?fIv11~pe=oQNwYsw~&TT&cVh})95G48z5Cc=FBhyNAd5W*NRRU3H3IEmJqa?%1 zutqBI3#OykNj+gKLFQGx-^=1juAuRE0&~<$^wfo2XEG;C>VeL8%%~fLmcoh2O+2pZ zlZOgS-7VIE{wpfyqM*&|;LY05QBE>*UWr`0#O~bje1}!MyQH|q!+KEXpSMvH?{lQ- zF=kAF9tn`N=-xAl2l_qHaRa+g(I#jfSM30X-mm~dR&NkB!F|%x{Zlf1Z z*n&mSBa(94?{>PvWo$?0VPy`cpnmtTfemFrYZTO&1~svs-C>5y3IQ;$z(`Pa+{1Dx zI@djO`L>F$@WL0j64p?Je7=b4bzldEC3ooTzSb!)MtsTC`U-#%j>WC5WZwbdYsrv{ z)~=S{5WH~Vj8}~6Fl@3%622~$5zKdie3$)F#d(q#i^*aseuDGZlQklAFzNudGo%T2 z-x_LxC)pP9CVMiA70R~kGgfjl?K8Z?r5D=wvRpI<#ypnX&F0O6z@}h8BC6E)kEgg` zc@v4W>b{YwM8Y!b@l2rgv77mL{G^HCoYE<}iYVQeH$sw{=-0Aa>`%TBVXgSbUwI-k zm99+??}V{)5|w;@$og%LorPlh^y*XRdcUJz966}g+;$E&;K)3y9(*&P>JS16y490 zQqgCA%vKumslRJV$X7;j*&LI%7ymhSu3&o3;+Z9s#Ly4TDX_U;ZqoW>)WGcI`%~3&uLQMyMGiQYYqkwPDVTwXjj*UFJiwr$Z1gWvNv%Ck`m?x@+kQv{6rqqv zko>BUNS9RY^qTNb09vOaS2XG!nU}~ZX1Ih_SVBH!8{`rg^t*ml&Dc{jfQ4VOrt0~AO?NF;_gao8-bP;Z zXYKb-6C)vr`IY<-Q>LYYw6;kO)0SMFctaDj1dQd;f1-6rPk z`6*{YD8nZ1ec;EpAGuSg5{7pLk)8lDYzY{tJPT?+_FOea|9i{Bfw7dTiv}mql6l`d$(|$X_$AD97U76E<6P4ZceonPnk}o?b$~?gN$ZA*)V>mF zwYXu=2cF8Qsfq3D>*L}pZUo+;hX*f!#Zdmw#9MU){Et)`WtMwd=kG7N8s-^TA$FLU zC)en_2Aurul+r<;AS@zd)*T%V9IDnYSO7^eK$?<(ZE|N@aHmFb9Z(A|$x|eMKJ()U zlmr}(DHo!}0>)(t)g(fx}Dr3?-FGKCF3F`Bb>kTGnd)@lIa&}pC0g5`?IYf0b zhyG*UPOy=3{!9u#p%uNqrXrPh>4ww;XF2kw$78@!ID%%PU&55bDBZ~eJZb>QZM0^9 zz?&PX1@wvZ*5ttv1f)VH!&KZi?*#}T*yOunW6?q}S=YubyKGJ%I6uP7$N1$fqEWML zgzgz@loq0ODr{v?_oCd4O>|n=DieRz0kN{kH!F=7U%Bm0lzNX-Z2`Vss1Bp>`vd-j@|F3F=$31d!QO;vAF z{kgmkTfhDjQ8qMzS_twy3A^V{1pC#q-bQFSF2f^93a9z{3Z!R@De2puissXyc62 zs|a6l5h?(kIUr$)i;J@$3n@{d$53PauaRj2B3%$urAlNV-|^N3SNmLjoKX$8U9T~J z^b|P1LENU07p*{Nx1O1bYeOc&2{1X06wj>sRCOw!#Z_7j$OQ6ePy-~RjH>9?HwR2_ z!)}DW-&XV%JBb%!xX)e2$c?$JSpJFyJ>#!ZLBRHM{^54~K5RZ5f^R`8X#<7X$&kN^ z4Ag3ND!q9z?qQju`qbj)Q~+XmI#jil({8mZk9j-bU&t4AVjRv9%Gvm#9*WmCRIhD% zpGEt)*{369%eDUeGcDK6h13H%6@wRWVzUn!Cx@+!G;UL1)cMnpc5&JBD!WPA-NeNC zMRU2N3enTZGHng3ezUI|&aok2J0=8I#Twx##DD1WYj?8NxAGk@x+8XCGy9d77Y+Q> zV$-q28$}H>c~9gAF{b?oxvT*f7)qKyjeZJkr!70ivQ7~KK?kzfSjR|hcOO=$kbyd% z6wi3Ozz8Q9CdR`<(Fc)QR{hOlf`dU*a`aziXloZkkRj}Ohz zrz5xXOV?w8kL;5YgV)F7<{$#Jd|AY=AR8pzcXOiNf2)Z+%SQI{!j4>z<6QWIjLLhe zq=CJ0uaUyym<2OV@}%iPY`SbAoEg{Doiw8#WG%h;jN;IX_U(DGH!Nc=XUH~A)_Dn+ z1(%&$Z7oB4RsIh&mhHTG@esp6#YFi~dtF{5BzeQ@!o4G3eBz`5e^c3Qfr&sDLuNQaLpWHnUShS)k9{K+{S?;a+*G~gfSs->q*TZ8E z%*G%jp;Yk0vyqW$MD~qLbf14xHP(w#I%l5#{<8N8m$+siH77vp{YEEDcu`@vI2`nI zlcvA_MsK$840K4KhS_qi<$~lGd9Uk)nup$S?Ey=G%{94(L60EZJtP+QT(hjoc6df{ zj-1NMHgh=(H4glx|Ec3$jj1b9K1Mvq%<9#dp!Exw)MCgwL>J99zuR17qWQG>yR}AH z(AW6!9(i;#LCb;F&W@I}6&I68f>n7b+#uI@f$|P1ELJ$~EE8UtI!{Get&BXJ?ENWc z(-93$Eg8v;&uF9L6jp3h1%HQ_Ck^Qyb97#Y*&DJaIXYvf4m6q@csD=g>yxHiEdsGZ z2o?MFpPOkK?H9J4&lAM3|CTA(+ml_c?p$eJ2xhQW0M)Fcavbx zDeSBXEL*o5{2cj0i2mfiKmzG0w+%Fe-gyE}%42G4<(RYBiN!m_CqZgSU7Y6?t9Dz0 zONEcE{li(9Nw&wqH(*q9=r}ud(9UvIhfOn`G>TXIN#$d@B5Tp{A?$IA4UMag|Sz4A~zW;mS3O^=8--OO}N8)u~lK!yS*Q_egaqj?5mtTZi33x$mrNr*h@# z{)^n^lLIvQehyCNf$=OnO7rh_&N+7eqBGBJEs=dT^2GVAb)WhwlrEb0lVMiegr%1D zcyF5g+kxfe{y7C0af*~c-Vk5%SF+sz*DdV^>N-C7t*HY`_p5|&?M4suqzH|SiRl;Z zZ-3i?0q)r3KA~Lm#bVv5iy+|fE^&^ie(>ThfNZB=1BGk;E5Nt{L&|5mDsbT`?VES9 z2i`~*r7ILO=avJxb0*3#>Fw)O69emLulyu+$Wd$cCc=k4g_DXJ2qp+MK<)sk`<n zZ$LtrlHYi`=9oo#?L-v@Nnwj$U!BcbEfk}!`0$pTA57lc`|Ne{RhhmYL${+=DKgMt z;ysy3e{hC_1ok5A8sP5)Wdm}Qp68)15>S(r(XiX;&p;;DzL1o7Q)4q!7gKC97_cva zpMOdCDZ`E~Z>^&6yr;zqOaSiAq*a!l+1G7)Q=*Ax%h$F^4PY^l?<+ZjEK`O$ z;jS4nHjfAYc3d1kdvL^;(*)*iEDVDz8=8Qm>;m(nd6y~hR3}6Yo!>C%3hpYdx$-INTVkh^=eFq}{|6GXA>TQX4x0$ER^ljtG zBp%rZQNt{&!Q(1Lq*^(eSi#Oyt@7+VSiWfgcE-{d>V-MClNH`JI2Pum<2SYH!qv)> zcuQ_~*~6}XPQ;ruufB!!zQXZFf!7gJGp!k*Pp^xcc0g!&>4_;N>^{0Jfn_1vzd6rg zKl(OxCzr4D6;mR=ZRx0^!!di2ThZ%c>zNm<-8Y}9qcV3S4CA92qWM7-XEE(IzETma z83zorWY>5^7bOphZGS+RuH`n!riPLwtfPlP8D4jhrZ3#^@Ks>Ze0vcP3S_w0|)hswq7Q|Bg|%Wk(9Ji}rrb?F=45rP`?Qgoy?73iqoAtb14CBryI9|Cy(&F#w=e z`wHkNpUU6zZj7S0+t1S0mBcAyH-8iN2_;JU^v`{xCtu4#DU6RJng$ATmxJWFZv^)4 z(;&BMW$)AX2VFfH0>oSmFydK6N}8in$+8;Ch=zHb*LmjZB8OyXh?Z)dnwFu91*OC^ zuO$(G|JCsGJf{raBRiOnTOqNDK+1-SVd9W%R0-V`Qpjh%=H>}sg&FPcVH3y^Ru^xQ z!}gpf*nH~#+H^r>D;!thIVJcD#SdsU)Z(y-a^?np9w^h+_1J8M=WH96d&ecPXekLC zaCUYl74UBm+-H01VdSnw>UF#{{t&@YJGI{tTnc>Pw_G2gQRO4IAWQcj4o5D}>t5+f z!)H%63CqrZ;w+v|G+m4~1fcq|U0xqkY$w*tC*a%n7r@@6#avgBg=SyY9u&GBgx#B1 zl9!4!13{54TMKLbp>!lx6yIv&n3}6yds7Az!@{4FfGSuKB~!t~Ea-K|QXFjY2DTN6 zoY+yfNUj&n!~!H#Y!$u>Ar$lsAbtU`ez25BF4=W9#&|vc`|t(=s)N5*H9vZ*7J%Lr zNY7I+lSrBc#PopZdxE?zYW?IkDJHU?Berdaqes6I%ek%5eBp`oD&qCbT9~`~>q=l@ zyVotLwa$h~BdvCcEXP6Guv{G(JvH{s<{4j^3zOieG zeA1IIx(yI=Un_XURQ{0v90@t`Of&$eGk1uQeDkRVa;ZqDEw1Db$VLQ|r~J;MC7mo& zeihLNXyEJ5UV8oTVSGc7ObSiRAt`9WU&Q=*DmH#w(ll`v+F3Erf8vRNcuCys))usH zx4V3|{yYO_)L*y*^hMn`8PnGmGW(NHNNMat+5T8^`GJ)nr;R>VqNKK%;QjSv_Z&57 z(VGL1o^Vg~4N=Y8@4)=1<=Amsb9C*VbQPV=&rqi@Z8;$%p7V#Q%0aQy9hnE@_LLj~ ze1FW2->;Kv$Uh1(`1TJ(NoFK-Ah*PX#p+b;kXT?`ZbJ%+LaN>6!ro0~7CD5axlbli ziw+A~&c8tw2m@NqIUx}Ip#4M+(<<*M7+6GY5Yt_D=xZp>qeqjCAw)#KPif+|b9~6Z z4?L+YhIhp#0OkRza}?IvxukjT9Fk)Ahl-qSk1@)&C1N~-RGInXiTLK!;vb`+fs2VT zT58+I#$ek!;+M7)N{M>l_cGrcqBVOAb1cXM*1oFqeavz2`(ub_@HeG!&JFFmsxwmN zdZjBoB+@Ooe~7l2wC_xYY{!b2xeQ`n^%~oFu09)H0%c~Yr(?-*H+6wbA(I^#)a=pm ziX$+P8o<}anJq9;V=@;k<^)d;`L62Dy%P+$%2x-L>-FXd{Alp@5c*wJwsQgT zqV%DS4N5UFvEdLsCjV|dAf^t0)K9zt-A_YyNsYxq{5^OwHq*^~K!7B+vts4`9NC<4 zkU@%$*nV5PE^LiOZyr6mQyo8wx~}H2>K9u=9PWGfsd4Y{gjeS;S>GahsBVFkW`CF#TjSw{*<+72-qd-&I@LZO3YuJC`0hN zek83pks7eKvj1+!I?*K-^2oKi4uKW#urZOcbXR0%={uoIly6q#nuXOx9P0Ax=AwxP zRCFO#JKergBG>=bFJk0)A0TMb2uLUZgDYo~E&eyr7hnEeRdfwNQh237^*AFW?4<}* z!cTT2&WJm6$$QmCWD+?vg1IAC1OXVDi_UjwhfsBLmJ4Z$r#}M)dnx^mfE#MMq?rJ z@<}2QKBnP(Ek|GG`&WK6ivZ!ZVstg#coBJO;&!@N$#(_T{j$;y)y2D-Wq-NcUHQQ# z%VX7x9`z{0Ol9i6-65sI;_=mRgh46b-G%Ztl!fXMTaZNnl_7|6YE2}t0wT8%yg3Kr zt@J-k;XhS_5PXv3j&rxOtEfmtZe9?Qao$xr=WNIAc9aO%FW9?%Bjld7dJ1RP0+B6@ zj}5ID2xv2M_?rC~uc5=hW@oKT3wC%enH>>gD?B5(9o{=7Mv4FGdQt>5cwpo{N&)H@ z8LK>jkKaA`%d4fmSA4lG>i*Kkjz)Rn4BsNcDhjkPbUFGSwu}>4b+Gb5g4%+ekK|W< zdGwzF>aJSU)9XB`%apd4WjsI}Au$k{*!SyfShIkc!kShGJv>^Zwz5lc9IWxbv1!eD)s@bt14B zGjkg^B4V8Hu8Ec(%&jGErX}2Yvc63NSoaDGBqrTTNFv)YXiV_Y^HnI1{2iQKPxJcC z1W*4OeGtZ*|LlEVZ7btzoA3cP3xX`gE6@22hs5oP9fA`vbsbuC3aWyVGeFA*tj44Hv7oc(L=$ z#$vyR!BL2DMwuLU61nLtQhl;83P>LhN#LU-ULp2C#O>kP-R=3!e#j|X#QvCYF=L_n z!i{NwUd&)3G9q?(O5g5|DYfpVciqB#G8nl4)MBGHj;$mZx0cLM0BTG*Q?$??S2vtn zhQC7TBARU7>;-OTIc9$Y%a+JrKnCdSY@m_a_5DLF_P@CDGr+H3s2BolQ%0(|FVkR4 zY}UxS>-ihTt>Xi=-9nB*4=@;)`jy0cAmsFA4N*tb*8aO@jkUFE-f;XGhqpD38+1cZ z!9+dbYUN8-flp$kzttk@*oomQu*P^}F!Zz$xc1&qtm+6>UK+l7g&nm{(In8) zL&Mz1)zN_rxo|pqCB>hXm!H4=XmUITeLpWp~gG*T& zkXm+NBUcj-kmBQarQo7b`1t+Yz>qB;DE2X&~DeTQO$bQ%s!~yal!?DGJn)^E8h9Xa!cHu+0 z(g_9A=Cf_%;^kklN|x;F=azFf9+nO?G$=5_x(U>EpQgy0RoMWSTNn`3linEk+St-ZnaZ7Hn=nn5% zO8()9pO*41@q>X_ytcGejT4jn@Yu7Qx!alUivXIU3SBP_9_(_(bw4{hTT{`CvYaIzP_XPr@o7p_YyW|EV3 zzbPv#2a9U~s)4p+@&T0Xe;cZuQxeKmBCLO^B7L=viQzq-em6 zh{(If>9o3~J&yM_U5MqOCzGU-CPCUZIb{6Sw6}cc}i-cud!gOBPhVqCTPc zwJ`A<%fX6Q*i}+3HE_3qY0#EH0@B&~)3d)t{ z*-A-{xZroQ=6tEab^rKpk+a`iJd9;m>1*a^gammPXmsG_$N1#wPWxYh4p#bq*&>oQ zTn<^jVl82-E75_A>rOiszZQWraRFtfMxt{K5lOoF7ZO0E{^MC-*(JM^uCvZ|<}%{@ zJ&mtzzMD)OHf=s-6YX!ciPfB2#G|BFh9`DcI*SajWW&X{odO=ZO}Ie~&(qGtZj1*IKQa>#|uZ+}^DX9%8W7XNsht5Y@ z)BF5!dmsP@w#RJ!*=fq92%ScAvhw$-Tq(Ed(8vi#qp&bGfzbMkXZ}{T4wlgSfnkE9 zN34Xo871XbQ#0#Si<%;jt62P!=1u2sF|bm0)sjfo)u4v9g2v%HeO?fsEBs+rqqYUV z>-SN>ecXp}XjktxE8;5;7K8;vrEW#s$eN!L#zDRM^;#?qWy5iqCbn7_3{4URj`+WK z%zxZyhTj~3CQQFCi{xALjsG5i#7YY(J4ERkM?^K^k62)?K+h|Aj#g^+ysS_Eynpj)Y*bI53;%n1rmzS@ zsC`44dPT4%tW{H67P4_opF(?EVWi%@K}DcKV=A?=yT|yIaRF0idFxNIvLdV$6Qo{d z!B~dDQH_ogk+xua&^s(=AXYsm17+z$UI>N?;GNY9GH^gv=Xq3`IXxPb2YWigm`z9xU2h0T^l)?}dm;&jJf zx!OEWR?Ud@FCqQ!ue@GIEgm@dN{Z)$SIeD=s$$XwYGUN_u)K%M6eJ!|8d)(mX>7K7 zLulyqbiY|>*oW}-atA^IioBnd$rs36CVk!z8y8t_zPpu5t~~Awv(FTPhLaRAbR2?9 zKKc1(7W3DR&1IkIS_}VXt9Reob9lnMr3SP#JhaW+$)oOQGxtXGF;(Pg)Xd$9t^9e} zVW=AJm86MM?SQ{N?`i;vw5KE~BV+w{u5cU0?rVp5bYmUOk8Wg%X=HuM!ENi;~8)n&1AI23kG zJd1BpQP-!CDd=aN<}m&GM259R=H4=P7tfqTbJ#aFMU_!ml{i_A!O=#ka!NsU;({Q| zXAW_j**l2BsPk7_D~Sy!h(oKKNUgOS*r~g!{v?y|hCH+<^MnUD&~9KmOmb)ei&=4s>zW z%g8Pp!5RJMMIF;_DAbvE{LR(Y*|38Q#IH#%se>wBXmTw2{+2^x8C4nLfjqM!F7=9~ zltXj8jX7MJ=>j1$6pRf0QSqmwa*}jAVOZ>52aA$SALJG{wr!H%b38hpc%rzDHlcHu z>bWXMX@z7dA#|UddLk*PNOB7pF3hkn6mpd?2k!94de6g>)wu#*jp>l8X!D1uSW;V- z*_PNOeJyAUuI*$PrTiRHCqlym66WIZ`Ridce5K|du2HU>^|HW}kfG_u&-!g$(D8ii zu+jSIb^I}%-yGqR1ab zEb;`GS}&QxdXemouc|YLL{>MsXmL_B{gF&Du<$UR@5g01N4LJMc zR@(LSf!*+D#bVevo>@nBe^P8{Im0bsnjvrdceV@W%^}qqzL($cTfuVIrR6>Q^BoP;Q=|D9nn@E@E$@ljPs5^XqKh* z@w_ac_e?_Xa!L{{8F8o-|5ar_?8=TI_ch|`r`F!D#@vpjpiiUKwiYPZY?i~Dzt;rU zPA*>H-(-z;Y5L{nB6B}S{DjpOsrNeZQ_OT6?rEZkpqr;}s=V!)X*`DS-;%ASvJY>5 zbqqpb&698|FN%QNVh8LNx9&rins)D-(+4OEFk~c#hik(j8b_3))A?%oc#G+DF@2miI_h67 z2AHmXd%KiAe&j#=DO-LIqJP!9VTc-|0>%`KW#_Zsxcu;}Mw?+!_yfs174T%uEoNKQ z4sFZ#TpJ-0;@?#KDs4f)0HRlyXZj#8Cq8FCC>e24{a)b@s3R!5)gsE`N;ela_t*E+%wUQq)1aF7g}=7KdXnLdW6+gALs^z; z6`jhAY^_scok)IN6R}KYvB`5 z|M9Vz-OoXbG5>(QT>?xn5`&0&>13|(jNFRf26vV~b-7!#h$;35&(-Ndh)W^TBGW_` zwG-#KEFXPDlZ?HLMIzaow{azS*ejX~2Bm+X^y=jo64i&{!|`Cbel~OFIQwv)T;ZO{ z6bsq1?=FtfE{^sJ(5qwvs^I@a)K>+>)ipsP0fHyE6Wj)O4^EKaZoz^K?ykWtxVyW% z1$VdL?rwv_4*CAwLq)( z0TL&0^J(br?lJzHaDbWH#OruLrFHYw!f4tf78>isndw^wY=Q2jPTlykBiS8fMV~?7 zN6kitTwOa-830j%$pINBf1!^u2u5)c+eQyC&^fi#!`>5T$gkdq7vc~f30k%$@Squ) zCP&AN2^lN52Bk##S}r#dva+&{PJ=g#KOs^Bw_nGfeD&w4RrZG@3EfGYBL10YaO-S$ zHZho}eEIPvV`Tm3NE`>p zRjGD^|;i>n6Jg7|nssuWpx%?Wi`X zKO?=->C+|f2?O7+q?d5$nhz|S6)9Ix8FA3QxzGg^kloXMZ8q~Ub=uAtZe;O(Ol4LH zDNr<&D~G)Q@GXy=rvsO5Y)cM(VA_2vvc?RJ799rasQN|Rwk-Ad;bux z$$53Z7SSGHZ2yZVgP$pc{S?+V%&aAHZT&#L*DLRKX~C;H(_oSGKWFQloXGh)&Sj#3 zLSV>rPXu9MLbN=AZij7FZRPDJ18oR8F4AmC7%6U5O6e4e|l|l_j*e1Y#s3#m#5JZqJ@3d;+bB;3t@l9>H=$zF}g3LWe zI?2H3JqXnV7hl?bGk}VF);q?O&F!?=pnCA;87aG=77i?;Z?p;tbKry8u!K*-|7R3F z^C{Q+)@8_o^3UWXb`W{yJ*Jp{=3RgKRf^(&!xDks8ELOe>hYm0vR7ADD5EbaSV1rA zCHnF;`ZxaGqye#gG3JtL4q)*bL+O~R(5g>GMd~M>mFEwO375c#aw}cFidzld-ml&j zR%3NR5;1x9a+b%l8$wel-hKtotl{FAeLco&a zsn+0o+9DiGpOl_%44y&y2;H$~G?Q4_z8|T4Eecf{XAW=Ygs4&(R-N!9IpGDfI~!b4 zMzIoCkp-c)D6@9As(kuWrn7riWL?(ckPozl5%3yx@NiX`dov$HF

*8f4>sZ^^;8TH}u`tAHhpG5~#DkH*wFUCnV+7 zkoD3rnSDb^4zsfY%=+?VD0A&IATTDYtO#$umVJVjf0v=>mzD0wfKrC{vUKQ!>)wqe z6{c)|vpbzHWe(Pt07-q+-@z5=9t|3?tO7j)prf1uZjOPqA4g}Tll;XfG@9-Gc%az8 z*uWQThC?+w5wC8}4?t?ut!jb&77&L0=J9!2|Hts*Gr9jTP6D+w#%cnJC9M}p*M_r7 zg>AtOe9v%fr07CfehszlLC}XBOeKz#$TQqj?7M4Z%-M;4`twuq*NB z#wI92D`jsz`DvWU$IAFQyxqZg`@Fe)O?BG6s1`U*U4Yg(~i z3)l!SWE4lEH6UG9D|!mtdq*-7A%E) zj%BL|hPU(&7+c#VWX`pb_MBRsr{D6)$pP^d>3u0BvVWAzL1p1i0GUL@5@z0 z{?uHLv}eNzZKnC6Xzr+jcqlu8L^3Jh>cUQFtus3tW$kAexj8TR8X~B7MSZCJJ*j0M zQtRrCk(-w5E{QonXgel{q916L^sF{HGy(k_aLWr)z1@?WPPJ?UP$3Pbw*TQ)!+VJh z0vkIBHl$>DsGq->#C6AfsTG}UW7H<|&!Rq)Voj6hI-C|3?xFpwhrE3h9?mj2wxFxy&$nOfCq}TWa!VG{zst z+W0QJd4FTVd}cmJdry`v-xdpthWm)11XDD_&St@I@=5q&x<*5rbn!J4RSIf#n6TpM{GaOZIxSyml$?UdD%%mc`q z@XN>V{f>%@(*MXlU0J`Jxe1QVWY9<_i%x=f(yY1XTl?A0uS>vy_cu4YRK z@j7|j^XWLA{hcipnNTJ_$Wx&=w6Y7Xdruo{ERTJ;;NPt~n;MMJe|-9yD<(q=z!=G1=pJjZS) z;B_q)fw#b7f1h)XAbJ?Wy(j)pY;9IN>Fufg0?Ad+3k|So(p1A%sEX)(U^+JREy_I% z7nc*KFKRu*6{mX+{muFwo@6JJl(N7sjvsn&i~6|)N-w<~w{{X#X+KHRF`&^QE@J7= zUXUBeB!nyl`b`j(yw&?tk@m;o#5L^P4Kyx_NUNtHirrd6D1PWQ6ciOsE`ce?H+ru8 zW zlGM`kXiK4)hxHS4FAriYM~q{xlzX?k9w`}D%4tz#w*;JbI$E;{wh*dpMQpUtw39Ek zOK6_VI97e&*BHOD#Cu9LcD=1tov5RHss!eD-@_51K4FtvP)T`&TzNFV3i6u zNyt3^I4GeJY_*!$FZMB%| zwjxojZ0qmlA=(U+phn#yM!y@13@Q8ww;-yBYe1Z*0HrfShGWVfl!uY?F`2|mV{qM| zF*y`o^*fU9CE^A9J3S*z6iY_d^q#5PuTUzofWiP>CL3xl8NEsZR5{Z9GM4Z${L&NET~++-k_H> z?jY;w_os(tj}4(Qeq*CFl0syK*P#XrdIFzT?VoD2z2?3iBuog}dO=dry{MwocAi{c zlweF5OH4Z$auIRq5Pf9DJNSWlsE)@;QB>v!RVSufC(Hw#LxB?U;PtxUCzDbh})er52-klg5bp6a50x^uBxVk)*Y=A`qQ8$CfwSBx$W#NWE zmsCz?_>H`$F#5F!(jw4aSsWG>eLVe zLgwK%n7hgY=EsAV(=`#o8B!En_cOdvw;1$azt8*v1Rd$C?vaRxu0zgEQ$!m$1k^QI zV$L<657u8yJ%r_Toi>@i?84>v!JCt_cQ*3uqU)h&Lic|O%^lIS#yKLOE_7>xCo}rW zb@7WI86+0Y&!B)UsB2*Q2(P4s&vc-$*O)5e?(zz8dOH)Wr$yZ0*)KZV^=dlC?zod`8cfZPZ>8PGzOm&h5-DAx4 zNOm^|2v-@A(Wibx$>jJ#?P*ttolx%X`qv4R8w@jg|HGqv;aHo^b<`)!$^268O=zO4w##RuKR5p zWP{sAG&aEPBVoY`_;x~cG{&!&E!|hIGfVO1uT2)62}!rmYq%m3>Dus$u;Epr&`ye! zdoUbW$Iwb5e%m+H5FpgmNI1Thgq+tCjIk9;e@!|#_+e4>#?z27k~(?H5<8Z}j>VWT zi)u*sNTfzLF_vr0T*>z=DLLVfS6oOM{PoKixa8Vi7i|GHSD-ig9aGcS3`4mk5Y}^y z0_}_mjZtnN8F=q4uBoGA9@j%7sM^_1Y5iUaayg!)Tg9le=t+2)Ax~Kii)r(BV!+f| z-*Z#FaLynlTWp>X?s*R0fSQp7+aVm|^80Qi=(s13O^J8AAJg&1X1PUp zXqkrlzoeJd=KnfGERn9PB&8Ah3HLL3UA+2B+m`D_?33gtaLk?9<~@ z|Fd3!K7y~59c_R0%Dio5Nb=@Av?1SP=^wCkbHo2&fkF2ZSNn517{kj&L(Fzi+a1I0 z+kJsKB*CaNLk?}t{97&F9=6@Q_0m9kIKDHZgSU(mLbonJE#Iz%HmzS-(InezP@MK1 z>W5uKG&dF)o;Y&OVo2EcOM!NDgUyFW(hjF@YrU90+(B^Ymft*hl63ELF23H6LxchDFs8eK+#F;-VC$m2zC2 zC_KGF6V~h{>~ECbQJFeWi|*G_*GbI;)T`rhNRpxw-q$)!Fek!m;&3CC@R;qB4=GQI zO_z5rSoMFctN-c*g~p8YCAoOqh-CB|E@s3}0+2hs+)S!7QTv^-fXm;^Tz*U`CdBZ| zlY|dMKyLzUQ^VR?#~%yUOy?6VdIl#sbOOZ*^YkaHm2_Ez|M`(tz=D_39&c)wue6EA!ZmQBh(S64<9yq$IMd) z#V$@J#Cl$#Jn6xL_0fvQqQw8skNH3uM$s@=&M=QhwuyD=4Sj{x(3xC!et#Z6lfLCd zFUJiz>a=pz+VGv5GG$DQH-XGBz3APyK{7A+tB?SQRSU4h*J#TXG?+k>TJvQH7AIQ@ z$}&#W1IVed_zCkuZ^K4-5at%5bV13h!jXQr$i`TG+Z3$wO6$8OOIvkT^>dB_4-adu zHxGUEu5RXoHFOy#&Y8TxEXzW`4Y?$F_47wX?}yx#VKjrb3s!;Qxoq7Zm_N;i<5H7q zT2W}^5`-p2zp&Cv!J(_*p!Y(qIr@DR39VNVkSkzWg0wt*v_|l2K9T$?o`X05DR!p? zzs#VlVq>%B^~nQ49aU)d=g@{c^AOuqzb1=uS+q{$cWwl1`u!L+J`oed*}SpjHSw>x zD16{vbyVM zf>Ex&9u~NQ;I0pg- zO+TB^N8EyjF)>C_)Axsjj%eQs#uVLgUf4rW6t|v)dd{t|!W!jug6u!2Yov_J%T{YK zyUOTN#8$A;9_LcdM`_vBR1_Q57JjGkMGb;$8B?TaiAVGWcPDZ?u?27Fbltq|M77WA zsQjdS2DfidJ#gXs_?$5LvV@_?{tO@7(AVLO_S3Va@6CITsSY8cQN%@tXs-B=zenJA z?ElK%&|N~AS57XT=4_ibjCcmkNIs2?r-5AKPUxO~i(+kgxOMSC7yrauokJenI>i;z z)a2nh4b_X+z{YV`J*qY$z&wHZ{{d#B2`A93c=Y&_TfhCd_5 zpLyw$*d2O*-ICzdu$ve{D*2_dte6ZLEJ27uQPRwb(6Nfk77ngzAv zoG`y`k<7}FQ-d0uk+^jmzO2X();kI1YB_JdnX!1}N|=>jjFcbOsKWrSc0^E!V6`>) zzrAdoea1zu-CEImd8Yx|Ut19P;-;vW)v3tT(XS#TmGjfmDdEdnx9oe-r`8hvC<>&P zAW;|E@|E$f5jd9oU;((bs3wPQ=_rwmxMP@1!<0?T6FQ9PSv*H`9B6%(h@tQ;=6{F|7mMCu&yGioIU_RNtu?^}M?{_NERA7Q zN^Ul>Vf36cCZ9+plu!oM{i&TJfO;6)nCu{d1a+=ZziC`N=Fc#DB0V=*Ld~FjW>@i# z1ZjvcYUN(IW!jJN3N>XoNex%z;M_B`cMHd_LbFRu+y%O7Lg{2YR_n>fpN`+;f{_eIb6@ z4*ZJf?sX*DYVGbLtjL1VpfqC}lDMf*?oaxkyn1m3gr3cCQUcn4b&3fEq!Uab1e!XRrqrHs8ry1J>kxfJ>oSCel{ zQu+@C-(V~0Q0E-TdfN8Ug*x$9~St)uFrhD9inh_-I68Ltu&!@9{!Qm^2LFYUY7U%HYM8&^e zlN_F>jr>anD=E4Bgi^8pv`8VpceITkQ4KavWeO#pcimc$2_;yeT=ql>M^&**&oCA* zdOf!ilv2x1Z#dtIXwM7g5PibgHhK?&t3O<4V%l;?Xi>&;Nk^y_*da5?#bvmPJ7gvw zb_SU`M8EC%SyeyOPGyGgehmlu-XotE-+o_-m*FkO3N9y*@{-DaLLa{%$o*UeOB-LV zo-i5#9m~y$37dE;QyN<9rd&DtvpD8UUM+`E&ahUaJgsh2z*$nqcn-Q>1dX^wMSe9U&41(>=S0kR*uP5(sHjEhe~N%+_9ikE+mK%pBH~4LmpV`7Fr#)|M6_zt25|`25BHs1!s{AkL}okNnNCfJ;um=oM$9vmM)0(U z#YUt$6*hlTr_p?m%7ns?D<&M#s$4#Zb+WGtmvBrL4FihIyiQ9#Y)7Nb=o{v3U~CTrUa z<-XrMR8*p{C(JQv*#Fo1zMe}P8|^@SV94*!q@Zw4R(NFa4kbyWz7ms)*F(Wjrvz_Q z3AxCeFtm|9Z{&}Kg|)uFLVrhg$soxkILbuFrD|_2_$l5qlg=w@CXmLv2*MsBOeln! zD3cqbgc>Sg3N@jht8wP?&TQw7m*EUYl7*>KbGqt<*?#eFX3J;il083LU5vXZ&QSmA zp{4JUB3Zq&Hb?F)4RoBqB?yK6sHu-=YZG4#f*?`XP@rSBDm=sQ>Aq4_kl#)%j_mMH zGk9sUw&Wb+w3184R&pa3X6kSKfe0mb7_y88)Jk|4&2f#TnjDDws^cC#PV!TkMcK4J z>J*M&TD*+$*_DnD%!oDgIovGPLWw5O1UP`5TAr{Ef2TUgID8eXm_-)y2SvoFWa29v zH0speS*NL0**xJjQ$mxLN|*DVi#Dv#JCh`ImlEx2rfatpPxT(WV&Rq0`f+-&P#(Rf z!ycg7rT-4=9++eUTPkv(y(Fn(U^Hg5Z^L0M5@TA07zidlqL(o~?IKV9bB#Tr!;Lxu zv}vDMX=Hm5_Pe*K*op(cMWE>HXM56{;xaK0DpV+{* zXI8`UG5Dt;BmUW#5$XCA!E}vGn2#c+?^v-SRMFLRN#Q8i;D^%i2Rp-FXY^Vkbbpgk zi&r3GXoSY!B}1Qop`z|&R<^vbEw>t#H6Me@`}m9VqIG;Y(SV{`B(?M)Na(*!WTHQ% zDIexy-el+U<*`dOGl#2fPu40~`-M?! z)-%}DQ6LG;mi@F2QN$6O>_LREU^<7r%55sx?AyYvU0C7bxDT1)A6ur2!t1_QZerXz z(ng-N`xbVlpn%w79S60nR;S2Y?st3Z$7_NZ(v&8<=`+q18S~eIf0*9z12_+oy1w?g zJgjq8kk>Qj=}LUbo1xO!N52SW8je$1C92B9@UHt>y-dn&om>i$2;VxA@Lp}%ufXDc zhVf#MaewS@3MCqU#86IS1b8NE7#lVsN^g-(M13xVjX70xb0WR5QK`Ca6kk{RgwXE| zpUF`_uGQY=K3NaNc)voEp?bir%AZf&ld2g7@#``#y5#k-yax$hnXICzX__2qOOHbO ziF;t#VS3LFA+%UUMWopU>&(%-=f|T9;+o8@hbI>E_}!BnpxCsHDVIkfRpzvDkROj4 z`L4b6Y4KMe#dKt8@L!0@sEW$|(&+4k`keTb3)1lfVRwdIoJ$pF!UXsWH~-O0^KjQmP{k3DLNK4%HBj~9`z0QY zEIJ8IIFt#_OTRVAnkOKgIX-++H4Rynefs^9xgZB2Sny-Ir(+{RT%uXCiIK&c%-ey^ zCTQATzuLQ3%08+Gp=}2WrFzn?)DWXyj4_7Lc_sPHWe7X$+eyCd*PeO6$MLzuGR`fZ zp=BCH=OG{LWK0Y&r-bO42+&FSDg38UE<%VE%(4gxRpj6^FmnjWeY6vA!zzaoZfY@w zIQ=)>(=gNOwTXvJ>{gmdMne_PE@Uc7zfh!xSQ4@^F?|~Cj*f$zI>OO4L?JSgv?PF}%2V;HQq8i; z2*|=AR58&$C-YBZIK3anHdrQQM`Xv)%OG9e`zR$()9IkX7_OSR`?Xl~X*@2m%K$E4 z7@NsU{=NACeBC!i&AXZ)^!#9*RlQJUivw{pW{Ms~DC>mOeEcerC+r;03 zCil>gTyd5yrzCG)5dsG{mWL((dQeQ(a4LM!tCt)}=k?s{MfUZSR61)8r#q6~5K|As z``^b8wv#uv0ABDx=D)>TNOw@n(oGB?{bFH{IFO*8O@w9xLw1r2x|@ojtG>u?U`29d zZjC6j>v>vMOlV)8i8-2vUUCm*?jnnlOc{p9ME8Z>*Uq+7Q&SrF6J=yNo-s%jy-JaX zt3jXG2hO1ccY@dOf^V-3A}iriDL9;Jvsre*nB^8r;^^k=%9V7sZ&qsuu-!Ko=zcWn z%&0Z?VeB4_$90K#WqIQ+n36CYu{Q?IAlCqWf=N-v#{jrfW5+e7%?B3qrF8mQm_-Tk>t63yex-MhXNSQmoIM(Uk8s=9H;s@PYz1teV z9A*_=NCphEq^A>B`dRjSdP_T1N^!*R=2n4HrYi@hE&5OTOXrI2Ay{u^p|HcoKY+yET*p#}x>aF11z{%VpSe?Uv~RgvYXW0a zmxpQ5hEix3fOH%b{w7mfxaq21Btj6@NNszqG#PYI-${Zh#@z(vvj9hCA{kSZtPGJE zbN0ZEO38nR{H1_lC@kb9T=3<}12Zej*b#Lq`KM2IxV5-VRU}`C_p`8pOg=-)1e-{x z(a6(1eFm|qhON*%LYQwOiNZlDzaz#t*JQOydWnh#-n#S_<-nJ1%ks~$!({^JTV4}Q zWIs;C-cwmW>iqtIX4Ebv=x2+QR00 z2i=8dot_H57&aRKvxtOJ{fOqD)`p`rZve$i85+H7QT5&)-t}+TK(;(oq0jDJF8@cV zpbG`erYJUmzz8I0dp@)g{5g&h_ncIj_U>0OqEty-tzkhZTV#-|&kjUx^53BkaZ2MV zTcsFIJt3oiRK`4+d9+Qn|Na2UIM#v}hd$uTq69CPJ;+Agiqgh2a)Ch?2qm3&W_eJ4 zNY>0DW1?dEDuAv)F_)1TP+PnC>8W764<}Ug%3o3hKAg^uu-7TpMrmQyd99SUSn{_; z$yE$8H#Xd3jAG(Jjk^-Jy9i#3S~x`|>#sA~`~QsGhN0SWIF37C97(>-Q82QdEpvufn@rHAe`qeU zK*mBSVpMn6#xUsO6zABBH^alHV^M&wl$FkSZ*&S-4CnKvGUNIbQ2^*ArbQAwMy9v1 z6`d0^U(WZFn5dwmf%;toBZ1*v=42DNQww`zTPRU>b(juuc!+dpz6t-yPQQ;-#joJU zms;d1T?Ld6)yq^YlI!MPD5TR^(IgJdo~spGDk;AvLvw$yvwx5XQ()WVmO7z0Dei)eu-w9L3oU|Ui)@&?QG1(rsbI~CYwpSe@|L8qJj&g&O9 zzJ`81sXndz0Wr7$nE9223=O>akkR3wK{9CH@xU6t{eM_G2e(YS@9pQBY}>Xu)ty~; zw(Xj1yC&P#WY=U{lQp>}TkrjRfA4>=kA1CU?RBkno}blhr>?ueJHe162{FdWON&{X zJ$jO}|LaHFCNvPOx1)^u#0gp2w+Eptc&W_vFF8G?-kdW1yt{T)dZ`@xoWla@DXvx` z5@%YXoGvoy*!wHo_K=nYKAqcJpiEfwi8>?9jh0fhTIJ@1tmSvn75&}5{#`sp;d^xK z?pC*EOOu9sQ^?m6ZN@O|mbwsqe=Wi^oFwGdRJ~RpbR#(e}#qcp}?}O)CtB-yt2YDx9@J|4Z}6UuC;0~}q1dxwBcDPT62iZahs!^}VSf;On`u&wB>!>@gQ&f(!pdV-uy}?t zsk1Le)kHw$RAsq$XRv`A^-pTt_<@}R8@!PzA!T~9ZUdym(E!39@=B}MkgIT%J|vzh zg3Wt}Nb6&Z;q4WveNFX|7=Rk^4O+LL2K-vV+U0RyIYwW;(b;t8~60{72K1ZIQEakd4ueUP%Z+CzS>***u@Bi`D1JxaTPSjG9)bc;(1QA*0?5lT)d ziK_4^SiSl6swkCItN9$FCG-q;YBM$zCZC#^3FhBIEkw5Y+8%_TMd0zvLw2rRa65%8 zje8KslHAJiTH;BTj*^?dv=2hLay!QqifTYf>4hR@N1G3HSj6Oi;eU;HB>(ey5HNP- z`cUl$8VWqaGH`K-y4WDH?1AF%8|T$RWaR{26rF^NBr4u{tE4h5Wz|g;kxpAI3hlFA zab&HTmLFThfYB@VOTAKqL?_GwSJ3lqkr*{|$vG*9D49x_jFr6n zQ)G8yemM89&!<`u>Geh)#r54fMHGgHJqA&8zZ{cSE1S5ej*JSm2Aw8wyhEz=q5=yY zp=9pd;1l@eHN3r%9U+aR2BtLChH4fj0?LSwcYYlzA~;$mPc|on(ifMSjb7&Gg@pTr zF}IoMgCE|_4%%wBf(wfkf5N7%Al*NA4;ZXAxMR+ML+NznYsP>a!0j~2n>3Dk4(a)t z-r=+>RnaR{4h;VAw+^+SdB0+FfB9nHemN^;C~V?E`3*eHJsLuJPU#(T^i7<3Ak#U( z2ikXZtW?>DNQVx(16bS+)5%Uzl!^((lqT7bCqGL5ez_w8u?sr(Kt4-vJ^85i>vmRj ztSufNcgk`)=sDr$jqiPz+&F@u$q$jl8i{}QCdk_C%gLfzEgWntUpjN`gQq0+5e%!phy}3Jo#qgq zvWy9dcQ4bd=Uie`VsPD0DAbdQRT;n*m4QJrv7<^A`kh+;>dhlom8DQuk+wwm!2?Hd z(^WiJ98%Iq*tv`cu-z}w?WE^UcuZT6FJUr85jT3qf6SnW164Li(FgUNVK^(b^jfoK z=-(j(Nmo=~I!ew;>xn{xs?_00$oR6mOC{D)I{P5>5_QB~7_N6hJV(JoGQMBS%*+%A zg#8)YALiTN2`G zOdeP~Z%sl4Ukv4pHF2NA5Z;(@{SmCf4!15HrSU?WJCBKN(EwLfeG44}AAHP_Rm~zK zUM3bSk695pDJ9%#4K3NGB|8d2Ai)d<;e5oGo<5=_p#%-S?2bk?2S;H0_UZ(O4=Fi+(ErGFxxV;`yx&k@@W+K#v_2WeEf}cJcfuNJKUX z)9-L>kXcVg07quEc<=-H%O%Z8?`JPhGuXw$uXfS6%+SC83Q|Yh;Fi+xhLxfA=g@v; zzg*L|pQyw~Aq8u222hG_b>W%Vf7A*uJTMcvl0%jus=!C_QkDx)mP@HO`q^Tf?;SK_j3V8{Emj#b$XIRbl<8r)b zF~BakhK~JYqaSm@t9?(!GDd5M4 z2w+O<5W~{nIC=q|B%EPI z9Le75~Cx4V}^|3%J6#%9cXQ6fa80`;~L!DCX*0HJ(v;oip{f0)i7;c z`svUrC`8hUoOnACQ=NKYSr?r|g1A=8NG2uhuhuADTu>*c*mYjC6carGB!8a?otrn# zfnx`sgQqz|uaDz!O&<4s%@E?<#UR1EtOWJUKq@zLJ(n*8$J@(*O)0un1&LklG99RL zz;H?(Mh<1WwnUY|^%=y$xEMoO*CnxJ>@N*!$pYIfrR52>xiMc-$$~^#kaPsH9AJDz zXRP3|tM04L@amH-L+N=l^c2OJYT;g(5+3=lEkPBYoEb*c{JmhUBUaK~-W&~DQE;Hu z$8KbNM<_+%NP*yzPFoVqHp;jm7X5hpm6WIV(MB5w584w6{uJF!606iw6)AWXOdC>B zHn_-9T}A0n5$gn$!zY=)qh}n9q;kr)VDzwxLL5cJFC)>7@**eT^(C%GdR1(~#+rx= zmbI)gVc16AuuQ}Tx|{?#>NkI~NHk#MeXk+=$WV?V;Q3GC#@)PMTeAx5WaRwH%F6MT z7NaC1wtornf1(hMAAHBF&B;V7(0bryvc~(ntw^=jx9&#x?^TT`1oV=46(j?^t%OBl zZx+N2rO{U2W<%N~63Y1O4!?&>EIP}PRS>!J; z@q%WtX8Ot%dCbCwTbX2t4*-CRBY(WtbuoGQ@MOuRi!W>dHr6X2`QpeJvu7DtE zTGIGU0MyH%!(96Y6uhX2B~J>MFABBFRL!W^MeNmTq$R(k_=D>YM!8?G0J)ke^JJq~ z8;n^Yz0K=cf(F6!HT@%F8V`qPJXSkd(wrFdCt4XuCHdqjm(E-YqND_TeOGB*R1(Pr zksFu|54=FIs>3gRM$lt4f@GN4N6_baA@WRCc8&>OZy-G!>S=ooe&1|F&IjucksT^1 zEaa|`g~oFW@2xL;=%Yg~ZEq9Fj9Un_2%9zS!I04Wrkpi^t|^N4!3sN!i*75cL=+x> zKsq6XMA;1dXU^L34~K%63r<)A6joA?YdMRvFEuT7zhdz~oV3@-MzQ~}NB>c*K%#g& zFjK_;P*@$HbIS6kf!-YF;YyN?TtlG`w~7a;eNdR`e*;No4xobN#-6-^YkI8Z9%y}J zsMg37G&5DM?q(FCKL#%=>K^q*8 z!lvTBU==znEz4Ntt0@ySQVqjl50*~|pV=L6P^Q2uk8PzI0pV>nj;{zD+Jiu#i(t=g zP7+E`^>h&JNchfXpxqiBk;VkCkm24oc6v;PoGp%3kcqMJ-YHv@xb zUkv>tP#V#*5LBnLBI z>V)*vw?^LhCk0fhut=^g=WyK6_C1OrX*rdXlZpLNQp2OE=L~K5ai%$`lLAt;nd=pa zJzwKN)n_RWDQfLNOUf%ns|K<8=SOZu9(+HRPdGz?`K)rP7QF8^fapl)U5?+qObNFP zr`aTJ2mx0<|BHDldsRTvEGaJKuQs@9J$m_J z)N^+>5(TQCgZXA-zPl7HFw4mEddB*z7IZmu+M8r{)a1_je``3S%nx5);et5;XA6-~ z3jMB^bt^dIFGt(dCjrraLk$|ZEOek%)YF58aRaXwpKWLyT<$e>k)u^vB?;nUR4?w< za;1Fm)0{`NqEbMR8Ic1Jm4?A<*_`LUGZD=)>#-NCRrLQ|jEp~hE4-%Y57Tw4Lt1#v z$3t<$mM^;JqZ8pd3Xcq*dek;~zIr4(cw8=2zR{(MUD4@yqU zxjidD+^LO&^^URJ`Pu0rCzf3Z8^@HCT?4LsLR=vDhcB&a?1QB3+yER&uj_+D*^Um@i*; zT}J_*6C%bmh}bacH4tcL2INBE0g3(R(Ut6URS<_!3{3^f7}$gYya%>NX!xV6_HNr z)yGQ_To27c{(Ms~=ikoYgawZ=EinzVKEnF<+nh{-)#RUOVWcryZd@FQPyZ=6~j)!hsK>YfDKuYd(HA!R+MuOV~tkA zCHZqe9yJAaB+O3mgpXbYD;oEl0|mINpb6I(Nt?;W*{!`TD>rUdSPQvQ7jo2E=z&W; zf(!hSQsl)qiE3VQeDvfymhxMoe2bIcwMlCP4m2vmmE7v`NzbZbANH5erD!H91B0M1nA0s(Obsx)!Rr)(O zm6~r{yb<2gIrOA+w_0ZNb}^Z18a#{yEyu2nO@Aic?pM(#VbmesCeT_;s!j3+qT#ATlL6A$5Zk`)&x9V!Oe$b>V` zRqjfT+xV6L@@b&{=Xa<>R@q?u(oHU)rORpM_8TC$LcX#+P8)qu6<58W&qyCWdCcgn ziM1ak)@XFRd^XOru$*O8%9c#$5UqN)sP)^zq7C4$7Rm_t&iI25CQL(jqHvzUe0(j8Q=rmWpd_f>0!#n)@cYK0SxqE&%uwbEBJX4 zi(GC&eJ+HNSgZVE=0fsin|Z2`6y#wW45b&PV-ff-@w8acDE4CXbB8A`%}7bIBssR zaA7xF5!HyF1J_qqpA5!{$~?RmaHX+Wn%y+RR5K)&#;|zek+)s_J-5IB{i~ll6jHzYQuILO8a@!&s*?bWleUA9XviXC^B6+tn-RKT>Ro$w~|_WHGPkHBRHq z&`#1zxLuL?I8z|)N?cB$s-xxjQx)N@ z0mYbh6R*E-g6EOreYZvXJ0`P8@181jsxU8wQYV**_8Ra#1vOLH$xWOta!8O}yk?5= z8~Acn6pJdr``AhRt&)m2DGA5Cw_NU*qzWDwI={ z0EUE+8|k#?7?0woHyIIuWd2b4U#$YN;q4%4GkO6MXn<0 zS070FvD1BHaXStf3cbLDuJ$A6r6hQtYb=4Mj@K7Bq))BUgq@^@N`=6BKze46_ z)Y5POsJ=U)3>IY`sU&j{nt}|(CtMwU5`X>E5y;@l;n#hdc#qh=mrHONAAi^7GRU{1 zh)!5)mCro1;%!F5iz{`gYek2NjzO7O{Va!nwtZUQFUnxn^Igz3)z-k^wL`fVr8d_~ zH}dBbtUPs0bo$(wQ1b8%JmDl9ebY8dOb#hVZSW{8u4)RrMoxG}A% zvvHWcw*iziorlNYd@=R+2bx`?N7VhIhnj&_!8O^^0|W-eQ$cgzfnpy3fnv&uoC>Az zy?XR}jKn&m&)giW{`wz@?f(t}%2Eb^&^$ERg?oq8z!mYNrt)hA?cf>$t{fm)0r@b3 zCt8qLupQiOHPxyiRN@nU@*I@5hb`5~%VpwOMFC6pp}6=TrnFAS|Fw;rrG^Md9Z!Q6 zt8Pbrc{P^${Q~+$Yl)YUS0fWiMN&^-5t2nw;&~H>;W-C1IyA!sINZ!~5#X@5h;<4- z2kfBv26L9S!$)CTie+b}{jSC%7>87W&s4_Ivc~L6Na;gY6|E};?s8F+0Y*CC^!877 zU%vOYs6MsBC&o%Gu0I+Rf)tugAhkLBzp*n2lm3ts9SO=xXVo5NDq*UgNhE_|C~cmk zj0Ck4z8aonD^792G-@;@HQiMi1%<+qTu9Qgf@fJuRr#z1MScC_-_@cLks4SAORTD6 zLqW3%N~GP5%Rz7)&cXf}^d~W=tMuJ45QQtGkOcj80rIBT2c`!MDkf+tx>=-)WS)sg zqqg#xe4^#2%){deJdsAg--`)->i<%huz%~AXfYOt(*aEm9&!85es~v|hyT=h;KiWd zQH3Mb$i*8XA5_-NFDWFG(f5m9@5GF1mm*K1LSrFcrU)OAAsRYZ^M6`hDw&7hcTNZ& zQPiW!#&CpLy{V{ERMk%(ii=e|Ya}>?38vpdg=1mK>KcZw2Y=TI1Hd>a*3tGjcPJ7R zP48t^hevs?`BxK5K%s@8Vbna=0Cc*gDK&khn768B8SQhx=dJ^eZ<=~!B%n=Hifcw9dg!|>N|W)o=D2w72k{b*@M zIbAs{=&q)iLVq!wI*Orc_L2p(&Hx_?Q$J|SAudkE3-}-BEwoE;Zlx4{SpE#X-X>==9LM^0k~nLc+o-ZVAe?erG{Uu_Agk<-`YS;=4@2(%jc@Wb_-(BmO0vzu}C;Yj)~u`&@wEjMh0riH94jO8V;2`Y<>S6rz*DKP0&CM7DA`*Y-@D5wn$= zqay{-e5j7|5U$ckMk1*tf_oBK_rBlcAB5Ru*fzxSfTYdr%+F67S1wX_8zG;u*BHTz z)^iTD~jVjIxT6YU+!;nR~kH4 zg2;)rmn>tqp{PhVLJ~IG5UFvy9=x7pxOw!@lGglcXpP$^{+ulkL?co3kfpz~S#P<& zF(7A0J4*?WX+iahT1pBRQG$`Vjp91l)m{rMH23UGS$e#)dAvVl!V``+7B1xWBEJ0( z{DgPs`?1m$9eWrU#Yu!61qAINDy&ZO;TgIOFRLHhCqyvCI!Gj9%~KgCsEs+#u5^Gc|zYfwK1 zsaMcJrIu;dhM{lE^TCwK_D9WkaL)pcz9J@XXLD`1|U%swX!POr#NfCZPL00 zSVFC464|BQj5`Epg2=X7%)f`m&~+|)3Mb~KkTyPRaZ|RElndNYdV<^498H>U{st~R z#E{ns?8NkFTNp=ZBuBJKMeBXdlw;r}m<$h2)a@WTvd7Ge0968P)0qi^TA3c!;AExM z@-ib0vd|E7OQD|Tb#&;Pw3 z-A)0dhXe_wq=$rT(6w#Q4HDU@u9ff3fE1QdhOa zf9OE6SLR*Bev1{8G#!FtwoCOSmqZHJ+4sMeD^~(d8aoN=|g=FS@qCv0Uk-{bCot0G8{sx@c-c(^kvYl9Qesz8CLc2Y4 z4OIy&S;)|W>M>}R$9!H^0a$O=Ay&oSoAL!)Q;ujt?7Y9LZ{7`bU}dJ85B>)IEG3xy zA3=_tTBcOh&TkqkOqX6AEJTV@`1JvRpP!`_E)5ku2}w_=zvi^29E=E&i|(w@J6)oI zn(zu7Z3NN;rN5 zBXoFVDOr;)!`ibhhR#S^@DlcUfP2dTIoTedULuy3u{L~}&~PQqJNFbF=n~QY%epeH z9j~(TMJ@;ReSy=~Q$_r5xT)xF|R|d*2VVrgxj@5+eU%6 z#zz?A|N349)9O6Fldf>L8*yTsD^F&tU`-Ik6tk%}6!d$}O!r;Ei1x?Oh8Yrtd17vL z9j2`$MjmwFw^4EZoz$cgT@hkNo#^mBexVv99&FreENs?p1eF0te;(7*_cS%NNX^xS z741@_iY(j+RHWR(tpK!A;4+1Jc9B-gZ9GR-sMXWxlHF6M^o+>ep=GWbn7Kd6B=F)x z0E9q(K^1B+6&ws_HY6_E)qdELCIk69rz`bp;uIJD-U z;F>OI49VbT_ee3N#$uB3RxSGfMrv%spPHX}@m25$lq_1tD++ElohDq`5@g|80NT}W z6Om$?TC8}GiiaPvuq7Gl4dR7r;dEazk80@<&9iajbt6O37&>MA;fm>>!dTGgaRq`Q zw~$F>bs>fr5wE}7Tc0j~?pS%nPMU4Uws(~K-^n$Ag3I&x^$qx`6Z>vuZ-7V!^08+6 z>bz+aJZ4GEiB|1Kt$~B`C*dLT^3oy|5-@Ll4$7>4rY1*oE#N4JIRZOe^asQANlPEH zcWi5)Fv#sjqUJVD`!3Mj)uU>spL7*g#p|zLQ_;yZ&UM9oL%SU-1EK}=`@wgQ*t};Z z-v-y9(&v#1_=#<+_br_ytKy@xHDcJZCVkh|luuNzphhb2p19tDOhZbayJR&3uH1o~ zP3Cq^^CBci9t?R1F6NTz+?r+M2u;$aKY)ua_z8QJ%A)c{>z#!^&!SOfPy(RKRHM`E zO_yp<&e!V$t*Xh^)5unIN@!gP&0HW23hzx=-m7rgI|^qTz~mJWWtNIJ_XiUA(a8i# zgT^M@Kj1%NBpBih)4#X;2(lbWCB=YF|2+L09q0IeB*R$#zPG1Ey`J|zRB&=W4_cD3 zlU;(oe4C%bUz&|oF5lUMtw_ov)dN#0(H`*PX%V2b57kSFqgI3=QL86Z74M2`vL&Xk z6I+;*>NcZgknA}K&(fa!wrtbWG#kpQs#(Vo6)nF$hTRiKz>5T0mZ|#A_^~DS(STL& z_q{6UaE<7X-_C}BhUXm)x~LRbIA&mq3OQ@8H0t-bX*Y5IiQ~lf%N>OjMHuK|r8687 zmID7Z7neEi_dGrPMg^=xU8@_blz-O~m6$$R`3WwYYAA<&L9%ZKBYOV+;4y@Ema*1} znADoblPHCK|+ih9?9lj;D5G}56U6a`G+hO!~(re_VC&@5R7OPqt9LS%m#w_1cD-7#XPy%ADIi% zx6*?}@}f5y(T(ZMFV*?va3%jdd7jAqyw<1)HJ7(j=m9YG%eEz);Y_w4SH0O@x|f)u zjn$2JUxluJ>P(EKdLTO!Fbv(qDMpFWzf%yRy zP=#-D!`RRsaezyx&%15~nD1_d5j~(K!@sGtKViJ8fIqWzTTr<~i-XMtTWBKfl8rn> z42bY%YN7DdZ7be(i8K>?FIvWzPnbjd4IEWza8h{m#Q}(O7Ehi*+xjL*+oIW5cW$u7 zvT69v34(l;TK}^S6%VYWe?`~5P8EP7P(_cV>t%UNh}mV}z|&}!!vreTIJgy?pI0bp*(+iy4>%sg9sWJMMHvSxsD zM`H@lp2;x@zv-ZpD#)6&ujbCL$K~rNIvb(Yh#+gPt4&U{c$GjO6E zJ}876qKePus7)fn&Nl1kCX}rs2ueu}Qj3}>=8v`VNR0KH28U#bczZ7Rs%#f%u?%7; z;fC@=_W+2B;x|b%dMNHW6@@j*i{I~}B*ztP$J$Kc&#|s4;AyZp3rLVn1UJjbq1SLN zj<>k+K%bbAA{Z2jXot0_wlDjpZI}-;9LtGSk2eJ3(j4?)309`qJp7-FX&)+B9$Pp; zRiRRX+aLrYXf=gc8)B5?yFUZxU{1^xgKC~!hYIrnL)E{<5(~b2wkm`mu@AP0kctAS zV<)A2Hvb#6#=P8cucd3Wg5F-6=5k}a1K@z>)GJ5>VzsT;`cwR07kKp4Kk1f2TU{{( zk#=|CBo*#xh4#HtrZ-hDl_P?%bGUeP8(TG?db!LG3F&h3rDYHG`#+-i#<(zD@rhax z7&x&)^Yd|F2C0%>Fdi9e?uNca)43ns-N@d)%Y8H#8AhCG?>ZwyL9_^6b0SN7(I$|s zInA+L5TY6bU3zF|0!x#fCHzIW0V%zIhk?zfFHUOuA!K6tOO#Lnt4n59Ie)Zo+??iG z3f_;)F;P+M`3v`@Ff-}noI$n}Ur~!8RQoe}g+%aF$5IvQL9OA}e46e3$Pnfushuvq zp>H5H@qc~q$X_3a=}3KAB2d0NWNX9}$(wV*L#ZtztddB$-xz4bET9&&Bh1#xQk~%~ zroGE4ntvL9+2}uHs@QGwfvwTU&A`tyha4aU2(pDs%W3v1SLx@;RN*a|!k z82A0%bljG9QGlKOI!Ee#EZqqe;hW4T+(4(e*pO~2)X!uzO+3$gX0d;eU>qf(OCitx z!RK&ZKK7g?kY*R6LV+r&lG;*VVb)APHR(=WJ^qYb^=88`m-?-SLvM7KAdD^g!S6T~ z-yoWspKWkqk!$7-nS+>!0Affc^{7sSc4XJBMA^WaPDkZ8t^+xSLkZK7fR}-j{}Gd6fEHI!IJ;7S(lm(0_e(vCfL9f(13Qv>pZC-Y(YzmE_MNz zW}uwgD~1;Dv$LX^#g>Tiefx_;BHJ=y_~}-Zt)y{ zBqLpLg=)rSI*e=_evsWtzq>-;y#<+|VG>sll=jmzJ*qLDp$EyYoi$YO2Mr{PyZA<^ z3f0~A@CzwSL4HY9cQR{nHkfjusF@TEj?60{_6#R|F#ACHkI!%EpN9c|OwKbuhyxDd zP@V@JiI1k!(|+2^AwA2e{&r;U9F1;7O4-BWMHKuWwx+bm?kl3Yz~2r)<*imKFedx7 zVYp|r_xrS-jcR^a;mTg=3ZewEjLFDF9miVf08hc5F$7IPQcu3_c=3HL##%wr)9R2r zgm@Jvy)LDY-{HEHCbukA^Z+F>_yXGjk`7JOHjJ&n-6#(2k3yK{i=i|Wl^XM9Eochu zDX5^oH8($3bF5qkr40Y>l{<)yYBG`t^{pRUKDOUl4*PIr2Suuw9+T>Pi^KI#4_mT! z@5kEY+Dqak-$D1R%lomvf~70YbD7fRrgDAF1inN2qjUV*gz#W?!mujYe_t!Mmiddy z;Nzt32VrCs7m;6Gm_D_l!sZ;6vvAi@aYH1lvLZ=*~jR!U>d~`e; zHwL1z-kpPF@@YFRW2`TO9;~9GA$I{8jM6uD6TmUl_IJ4WTec$jnr+0oiy)`74MS<; z>$o~;o2F_CZq-_-TV67dZG}=0+mCBvBmg%vC71Tv6lAq%M)Bvg+P#$GO!|9$l$em1 zN;XEH*@_6Iov@1`1q)$=Yf5kExtEvz@-D;z>-eHoQnOvu_IWyvhGBliqCLsPBRsxj zjl^4b6eYD|bShvw_QTxCgt`3VSkUrw zvn_-9MqU2IOoo#-V!TNI4BAKD%7589l`np4o^;gS7^A@e(&;$#?Ibi#B{;{-?>LO zgKqvQjS9|LBvs?=%|;9TFO*S+GYY;>^rJ!yv%PW`3J*z<`nip{;nCJFJhgENpK{2% z^+B5jqTDycDlB7?{}%0$!BXKacqi50(!T;~J0KCa;AfOXp~dv05%kFbyh^CV((eH)KhY0S4%Cb(b z53U&d)>*18=E7IkPK1T0KEhExgw)IxQv}N~benEF42{SPtmcS{K2>I-*z#h9^j7E$ z%B&FOv41Hn3XMz5P{66KMMgi)+-u@^L2?v4h$Og-v&xr`I6G zZV`{nkKEo^MVVbdf!zKDzbT#dx7DZ~9+)l5_x6cIwDk4~r{gT5aG_or#<> zN#55-%eAMTaUcJIBWN$;*Lr>9P1+*g zx$Wxh%sC07uyR-}%PpI3?d$5#Fux1-#pAVBOc9}DZhyB&kg;mzPSF2(tMB@ZBZjro zE`KZ?>@;Pxv8?XhZ`MPpHuQy-!uP3tr{PeFXRmQ5M|mJGO)&M>uV1Hfli|Nxl=^rr zip=5~EQGrrY~5swW+ncFP1-l&X5+#Ap`?oJX`3F9l?+7~}A2>oD1!$8) z_u!{e@APc17i$|)t6D#rFo%za;<}q~^1eG*jclvav#E%`@7vJ#+uKB#>=Rq z);({4&)4auSTJz_ia8=JUZbw)NV|N+8Nk;{Ml=1rCgAO{uQGv>*SIMmwI#Cu2{XA) z8EB3$dzb&zEwApL^2K+#TNJTll{}u~{Yqxncd+^HxAXNF*ZsUB@zVFS?kG3YyF0c? zh?pSU960Ik&oW-OpKFr6(&{?#t?&3JL;N9y!1Q#zQEgRJ!^gkueM!RBP2-ulq8eRu z&BWbHGC!Mf%D)oOMe1t|u~^s7L@cfYnomTW_Rs%S6Pu1ZDL8*p-*wa=9EBc;Bd$Ea zzdW1oY4bq+kE~H0G0W=lWGNqbFuSE+IZE~)Ffw$F^=i;)oFFoH5^4af-`|!}->c|= zLNJe>nB43x)X&}MfX0vWN%(&OZwr=u=c#?SlD5~+O8`g#E{EWL(K&z{R@^-C-u;^g z$&urg$d+rYw9=W~N;7u!2mkmpT4Vc?WM}wxJ6NuPSK3o=y)ps?&>Xg}`Nxlx6~IRi zl`ZcjEKh@p7lLD717RSfNUwdq{o@~7R}iEDKaj`ZD==oJqnJ{3C0m_ACpZ8Kf#B3m z$$3R)^)~zN-`~%^4^U6xy1Mw8OGSQ2RI;)_NmQw@PouE@Hbu)!t2!nXZbxwM2~zm; z^Jh!WTWz*jf+w;>D-~$x$3r=q&{6pJwl%juZAl~1>~belxqn#sVOV;sV!4{WMy{|J z|B^6uQqGiH_5xBCm|r2C?=NTf1wsNs{iIx{E@zRSpJB%>wlB4Y2OhD&2-*E2-c8?> zw!&dGd(*x)l6!HM=`hwa_-do9)mD;zs>YoxMM9}bkZuu*<|U|pSx(n<4Pe0d1CweO zXi0LA^OqTPy`By0A%7kF>!QcOT=i&8nXlwXV)vrun2Jz3lh4C_{^f5>w()!f)f8_% zEJ;=M1Drq#b!SSnQIKgssfvoD0l%I*93a_S9YhW#7yAGbP>N}(Znm^0f4${@(mBoE z@xD}4i{*Q;4dGWmpV8e(y|)dj4Ru$8}v zyTvBQa`ncFn*M2Ne=2jH1mS0XnvW}Rpyucw)2nH(i$ds&j;l1mo0Dw2X6HS)TWsCw z-I6b%K&;8thL^NO?WWGS9sL(nIqX_!qc$P#Lx!CUr6T$Xf_lH-D;tko%0lPmQjN3k zwcyVOS0o3stDge-`%vv5scGX4b@G~f!nE{{(vG9mul;!+gAr>vHuoba#pfBaA#}9v znptd;Oc3``aL~~I?mF-)wGg#-j*Cs6J%)Z%pfz;g=t-{>XWH6cjCsB`>&xM8gIyzwQVLN+_uF~2;W#S@l$cIaRt9> z>3T!rg;!plGJ;FeUDHBZbS2I-^o&f^9Hqt+nj*YYI#{UOZv3wnQ66p<`{j#0BEINB z)FiZkf2Lo#!}Ov80^dPtc7~cz6i3?&A_qE#XP+z6j?dog%ZG&q*Fw%|0rO9zD>_~0 zg~ipmtZ%C68;Tjz8<*A6ylh8GTS+qN4|<&&Di@s2$N|2`bj$$<#;w_`$@y0H}pxJmT|3r~i^?$Av##-xXrqEZk7fiHFDF392i=j`-N{RsyVb z-Gch~^Mcj_B&%-g^B2O&b%kZnY<GB`K-hsV0&Rk`*b#V8YOXnlGTO#oY`@?4 z>Db44;;?oh+TlBJ%BkWtFvZ&WJU#yNr6zE@O~BB8y}^SXBgOkE5b`vuOE^OPlXsj2!Ks*gIdC1z1(T0;oP zhc9N{WM~NS(W3@SbsH4IySq#fIr*!~T50_TuT$RS1WE2UMnqP-RC>OJxh0aj`rsEd zkrp6D$xj5s^W{iLcS{WcNmI^orfjzP>L`n8HORH6^Tsdaq^@Uc=DCrv4;0OG%=!h<#RP=^FZ{Ncs}RH0oRy0otyeM15qf|apIfKx{hQ4 z5E|Pba5G^mm&x4|w8nuSA-Izuc#SXcuN$q)*G=unLGT-!n5&vpzkR~jdM|IC#cM1~ z??;cg3~>0?-P--(TfDG?5~1eZ!eY!Fx$U%f5n@4gQ~e2c5Rl&UGVk?i!|g|j*JWxc z7-dxvr(%`ybQQNl=PTN_*Cixz&l}azOm_6&Z6!5JMOs_%7AuK}WQKdqtUveO>~gEA zYzw5c%k>JHeO_SnM@|z@BK_NM4#TUxo>b#4xsWK|N><&Sck)3yXNag(2QnO>LoXsA zRQBrAnnA{&gG|RQ7gz)RQx$d$jH>j`Ujv2q)pn#)6T82>SRQYn5D-KQhpzur#k~xS z)c-Wz4TE$}?H4^EbaD<-E?p4p^*%73rXzCovPEnsFNjNq zYSEK*ucw}@{R0dSU=GM6qP80vrFIkzSsYWD-5zSL3>($o>c|JOgK#l8szs{j(zj>vB+5E8{YgBjD)0G7(ybSwB%V!Z)e>0s= z=wi;tSxGBgymZbgM*pVw>}yF*;LqalcSlUvxUh`j!AzKn&*qFdk?y-u`CH^yTYdQ48&B53y7XEE9>X|O;oN-c z-getgq1D@)L56`SVJh8M`gm*>H~kI4>Lh%Celr5<=;g9om!e05+B+n2wO`EaYTt+^ zb@vz#b?=xazM(}lMu|vkeC&@ytv;q)bTlcc{`B7@pIqa`cv!o@$xe;jGb-R7RzfWZC?#Z&nUjteVu$= zckp$&zUV%=ZY%`hpr=eQ$7SC{BoK{ms~z3+&2A1Y+F~QMU+%|KGkah9g9&rJQCx7i z6NAa|XWwnuZLtb{Io4t=T5w+XH@MiH5JhXR?9-!qIAke()NO=FaK|oK@u&O<| zkiNT6y8>gimL*d9c)J9DdNHzQU7bEsICuT}Tj>rUM`mzkU?QMNb0ArO{f159cF_7_ zRoniaRqyn7_3<#iPjGt2{|R?(inaK6Ucz&ae}*+p^JjIbk*c<8kIlelg}|;VzY40o zG;qkHSvOJi$p$F;26HGkJAIFI3$S}_WV|?&i=mPN?QCC-sUPA(?yS9UOQA%(%=T)w z&z7*6lsoTOz`8F-#EZL5FcV+!ACN~S^QNCS4Dgll7%Lm?=m-F8imQUUX{#asRO?|AbN6o?}Q zXe3h|=6(=5pvl?gI$<)0AJ6*d+T4oOt=$h$~>=}JN zS5PvJW%c<7i03nAsj4cPTC+kIdA=!+qAA*ZdHRC*b-+x}G&n<`qML4X1iH6%fuaQ= z3rCf;+qP>vid@yvdm>9Ub%O4?8-Q0n6&0%PvZ(t=IejKo zYZ-^r7D_UCxEjQl>%QYn_xB8;yQK~2V)vrm9EOC$I;q*ezgaGVbqT~L?uB&&^k}!g zYaK@K#KNpfPE3f?yAc?tj9FQUPKFP>*=D^wrv^+JnsdY%%-y+!zT9KaswBe&1O*K^ zy%iCGW#AbO8Z6>88BV{+|460{b@$Jaq>(7z2mt?mYlq}mhM#G;Ap+etlW_CIrRy|$ zMii4Z8au?_n)|CLfzMWRh3cQ@lwW0(ef>wE(B~a-JeqHVRl z2FFqx#Qme?j!L%Ng&EJnTyBKRT4&qs% zH{w;jPf`Wj5UX==SjS1W(W~L1@s{q7Blse;2>aH21^U#(e;fIhhqu^@uSeiRCTLmN z{O!-(U4NX@<9KgR683qshOcV(E=b-}>wQfF9)(Cjl*i{Q@)^E6N8e95pX)W23rYTi zo8Lk#$%>XQ?`%GEE1To$$J_l)D19nRZ?2SR->Xc-S5ifl53n7j6K!O$<@Hx)DvlkW z^0tqKXYZaDESbyQwdJ&32UUzpYEo*!e0)s^{9XE0O0V9@{{PB}qtAb%Csj_9n(`ok z0ZpzHXpNz}JB2A7Xvtcs9e*b~q4O|OcfQ^1sK7$9P>ID~iM74Eyz)B!cd83~arRp4 z$Z{9z<_{LAHz12i`Ow+VQG?XleIEo7#bh2&`bDxyaE@)`YmFHQ{Q=!c>L&VyxyjD~ zRs)EAv_|uecN}r*!(DSOlg{jR93{6*)~A2-4N|xY07NsP&AJI~-IN#^fcOpF+ZkT| z?w#SgRsSgR#<}l%{63O@7fZ=tT+`)`lhz!cJ)Cg9iHHaX74G9UOLag>&)0*i6fh+& z!O?ay<1bB{$nQGW)w{)0;9MD5C0Vs3MW$5b|=d4nJuaewWqiWvo{r( zo=Bt<5XxEuIiq)!6nd>9XZ|?`0f( z?xx>ylIDY5xYj-9=wP?@2KZsu2~Xx&1KZSaySr^L-1w>y#decs;;e2aF)-sCqA6&4 z6>=Rci#B%7z;;8-D2B6sGn8hC*psz5pi8|37Ol&ms~oo6!-CW>1^ zO0Qyb@eRh9VW%)3x%~xB`|e@HQr&#HIH)(e>i!LMfMcau}uFPm4EPa{r>7ne=rw=eEXM`q;OEP2EHD9wqs zla+zTcy-P~aTG6#RG;b8r;l>~m zkB*&anK%48H{}Z_A9po(-T6G9*zZ^(hvu9Us&a*2w&;MN$&C<1=&z7q^QW=-1 z_ApNAMc)H4-5q{gmd&EAOpmN(MRroZ$M$Y`mmT9Pcp){gy~V%?Z?{ev_WUY|sZceJ zQs71mnGvf~S7fGYSUftZ^h%?Y4*E`xg~I==kGRgTqh%}KUd@$f-$D+;#HmhF;BCJhT@vr6`@{jM_u!xii&uliP!?{Rx_(96` zf9E{L9yKeN;P$N}+p~HZ>-;$HWhWLrrl8nw+Pgfvb`I@c-!$f|L=#zYSe0rR_T0-y zaJ8XI`?O~x!9_Axtf(CsmLa^Kb&x^Q!j+)%Rg9xd2wU}f0!Y9mOiZbDNXnWFMn6}6Mx?+% za+bG|uTFf83-eEPJNIb<<`*2|SVIvZ8Gp>2roknZhdA0&%y3^5F3rZWMQou)!>K$% zDHN%3jY-&ev0Y3<4~j*zu({CxyR$d%=>^}UC%)2CA{dqL$Iv7aXCZ*DIrG_-BlfYVY6tU%@1h_DuGqft=n-0i zIyJ3@*z_zeg#g`<=q`z-OKi)@J7%|=C(VdPD4-K;aS>`YVnWWg1hx`oDJR#0+xroV z?R*}PZD}n4gbiA>E@l6R7ylS^!PJW;@cO#1Gh#$ZhI$@Eq_ND>m@#80E-sEezVn^$ zbm@No{{0*~c8vV|e4cpX30ACF!S3C=x%=+Ksxv4#u1Ja(9=(t0Kl@qg-Ht+oFwUb5 zTiVW%Y5_hQyv~_YT+mEGL5PU06N%PnjB~y?87_(aEiriK)LC3P@?acETDx+N`!ue8 zq;&9GZbrCT@oB9{8DIV8$)0-F2bwu;6(rqnM;xn}TbG<)ewcSoPEAp}UD1S1L#w-2 zG1eVYLL_Wph7BSi15INS>QpdL=CgJI7+?610*@0aDYPBR*OV z$%btFcxB_usXbVWp6}+>)&H9D{uS|YeyDw%*``3T{S8lxV zM)vL7$D~P<;_6G?Mk|P04r-%%lWau-T0nb`f16V%s{l z)pZ4}jIFrMeC$&)#T{%7LPa{3J9lEWdPA7GBg!Q7dD2Kg8X8h-bJt7IEZeb!Wl=;+ z;L$H%$EAyB@n1iGD0>4LETqv=R#a5f;nAHai@GQq8_y&Gj|#CPM~=k38%mTZl15}} z0ai#5k*PD$%_=(FR@X8)inREWx^_oIYUCxkNMM}1iTg^nQmVz5c{~w@`&wC4wTt22 zhLpDJ)x*>W6SMBwwj;=FJH=+%G@vymCai+x22JCA1V?yi8SN$4chQ!1ZpD-d(V;MT zhxt^rb4i*u!tQ$8B{NqEt}6mAyL>8N`{oj6&K#4iQ7BTxgb5SK&(CM~?%lE1YHMo| zLd0z)10~87{h+_G9Lb`g;Y!hJM}Sdz^%$5KL=e4Nha{to2DA>=DM_)OyeQMKG5awq zlp8^AF52B`OsPR4m{nShA^N{WUlTT7Jw$CwVrvtn4Z)UyA;>^d`Bq}zl{7RkMBCqj za7k`QlxU$yO6-qL43&oMabf#hNSB_RI5M0mObX}GA)T+J&$uv8v5${@X%S>0us*+{ zFynm=YN7{0svmLU@p$;`XFtmmPdtHa%Qg4((@*p8!w)lNO#Gr-i84j!5A?4(f)oPV>q6#v!0SdBIzrRI?Yw6D z+|K(h9VvRRVd1zXb)@DzNyZf!2}Zd8BbT#u?Z0vHjWaW5HIs(Me|-O*4E3hS6#xG3 z|IXQGpUrKz-NxVi&EF7-MELQKf1FSoxqVxv$XNn`K-Mf}0N#8PGexR!e21A-V48l}6i*Phj$T{8wXW=$<;oQNO^ux;5o>{)rY!6lTJGDo5 zNHj(l_$hG*_-jo^GrXZ$7?{)se5CSnVz*hyGM!_rKO_@RCM5VyMev=<{e+>?wjsgN zM$tT9(r}jf3Qg*S+u@emPpCbE3hbbhdKoLOEfGbReB?{yr;X3Bc9}GWRj<`>l+C$ z+|`QTa#5uBe?lH^v~pX~PPPPwQ*U|sc-aATB(;{oll7Ab(*GP}h3+s;@V_IJyn2}0 zRxjY|ciZiea^MLv0KLBJffC8rFbfTYEpgXG&~hh6K4GM7^(cN~+3pP;8O`S+0HGnG zIlq!17B41ra63XRHd6|x-e`Xkx(eWhU#;S;SGG`6UcliU)tO6!VM`WXGc!ZI4FPf> zqkk$;qD+w#t-kD*S?N!q*!G-Vbh3w4mxAL~3H!sv{T5%nk;*%};YKU>mmEhYI++PZ zX%>GsY!|<27{?K_sIMmCz!6GrJ<=w~Qhy0C!}@@7Sw`_xcT`-KThKDngJ=^emRBeL za4;J~O9@6xIF@82mg!#CkecR*qc#DRc2U#TkJJTP3Ua0ipsCtVQ?);Hf=n0u`JI2F zpkUC~e^4aIz`7Mxqz0^$Al3^5Z#>`H8VQDcfn<**;*5p{TDS-LeTP2p?feo ztwsazYJx{f4{?^OzF+t3yYfz5rB+{9wH2{B#fQKIEB%BA7z zWn$EX;M&6KWCsbr;pS3Ynn`1;E1`h>L@*;73^2E)gX|LIFWnkaO5BYm1qXu|p@AzR z^spI=`4Zg-|I804d6#G|;IH=cgYUhX?O`Z#kb!vhQ)HReNH}ZBeX6F`W7_=}1VyeE z#uqlko(m*@Jvp9D^<&voKb8;cssK0|NrlU=du$2CM&i~JQ-W7GLaam=7;#RJNhTeL zVIyd4bs3L+D!F2^xWQ2cSJTEK#`pO$qwBpj{!eNIy#FDi{Tr^o{0@f>iPL}?4fl;h(9z`e( zF-|SE3wMHNec0A06nPZ(Rvfb%EGc=qVSGZLi6W5H27K&mEKRE*i}p5H@SY0e@n<*o zG9`%I`cWKzq3)TfkvnyQAO+|aDG*Xv6Ur%smX|>#pFpOT^lsyrUf*QMzRgzLt z8_dHW@nG5-hGx?g_OQRH6jHEyGaiIC2xi+h27_<_5LRwk$p&&PS$kx=@AU`YdzJNT z_VT5FSZ67HxRwc}cNewAUj4H6uyRpVdM4LOaXE6|#F5YP# zOC*JX=q*-!?!Z>d;|Q{V4W~`#-vse!fW4=_9huFP;8xkaReiVb1JFHXVhEeN}9 zf#S9K$WN8Rg~=sv-4@Jaed`!(k$f@sbl~=x*tWnj)#WMM*jiSrsdYmR3B-Q#-`{wV zlSk^Q98-Gc#kRzS#ijY|*;UQtsUx#Ax&g=_abGG+nIa)R@%tAtd(_wV)rRzAi~Mrr_Q`+Xf*qS1OpL1d*9Cq28Z4`Fx1JRQ%*4uc;#~svM_(FV=YT3 z5)41M8o?D1G#~fT-`kcVqcw&3l>}QuBY389I!l|z6HH=trY)gR4-vF=gv`UX^SW;H zSChhjJ?$*d?zE6kSZ&L;zj7Mh55(Q?{;G^)giHk? zADlejM|hYU(e@v@Mxe?|>sT+%lYG=%m`~$413T3P{(3=Xu&+MJu~neyKzAG5bJPED z`bZtZl03BJN7)|Iz(J4se|4rJ9@b;7~^tLuH~V( zdT}pn>0%-4jIe;$T6zrrmr`;xqVvPrNj%pyk@ly(Ed_xTB;!pd9-oQJ6D@|Gs|Zfs zl=$};@;g_*oX^P%@;E))i+_xc)sK7}wt$FFphw7= zm5zhWb=ebwHtTovdBo;t|L=7G{^cM3n6+^Y2$ZEvF;sc_(ffO!A8pb)f1ci3i6Ila zh4<+}&M!ZRCyiy3O7!^LfTk2w>PD}wR80s<0x}ju))&GCn!9csmXiNDJ(unIGZJu4(Q&RAet=R>ki0YnkB`*-lpFC)$!>hOMPx4B{|%aw6t0|CfDgkXIuZ@;-M z+r!CS21!Z`CCU^@q4f~vBL&zl(4|0+KlVH+8jh9Icp{J9Ch6IwM;Kku*snAg@o+)j z@wm2YwY-$-agN2OIcYEYa1~1(xIW+6z8fNaxF<*DHR2Mv7wq31x*-vLh|Fvfjw6GC zB_;K?bTzNoBgqi*CTE_l2v=P87FMg2iVJOm!5@m{{ z=+TR$Ludqq3nWI@#Q7;F*ieY82WwfWtBFcqGwEKlRjRcx-raYq4ND3t`wHgng#2V_ z-xfz3>+G1>yD zVsu_3;|ovqyp9A}4u#!$v6VVTMt(WE$-DSKu{F@>~&;5oIS^ z3)#{z8nC%$_V+EOE@_zN#mv*wZuQZVD8bbo z*{pdf!O2UeEJHCQF!#cV*&c=>%_vc(NSO17Rq$r;cnTA-_K(Zv9*GGjk6|&h>;%pw zEb;LLB6^!31JKytRK~c1dJIkW7?-v;QbBX0hue#H;qJkTW8g*W&-Znq5BmZy{uaq= z$44-tEXcg_#xB1>$d>$X&14$s&6L?a#qJ5QF&FeQWBO>XX)$?7qGUqf+pED>1{zFJz*rYj&^5Ej74!ZrX~fy%u-1sNlvGt%L)=$^69I% z{f-N>J(Qd#ns_(WZDtxJ$`lFH9KyL$Xdpcjf*`V30_DTwBbYnp7>S)ijwPTj}Xe0%}AD=~w(p-HBdo+M-$ z9BD33=(CwX2D^nCnvzu65@gxxJC_k|osWNVezu39 z$Ph}DDH3Kxc>!7g?0n7$vvBq-X1n)JWMsV5Dn=5KXO9{(c#{dwt;jPxuyw&Qw=RX->%bE{xkE`aIPNK}K zM=+({Va>tDP$e5fl|7Dm#!X|Hansnocdi>W0TYYrIMQ51t_A)JLHB_dw#cF|lL!;s zyLCLF>|9nQ5>LIIl7zIGHb%w*`<2(S15y`!MEGSHB;cMu8ew%4?_cj4W@7~Tzx zp-2ld-e|(7n;1xHEe|`xJzJhWeCaSFr-g>JlMEN-z9J>Psjc*;@is$%dNIjvz~rx#dTR zw4Ew;yP4mynrUr6aZWQa+srA>JUP3 zWMd8U|KVH=Ve|68ZUErQ&z!@i=MPe|zlm%9eik!s9K(UXp5pcIY^Lr|GylB#wuJXN z%Gmq{Y65v2Y0jPeNWC65nHFVI;@PL;Y0801X$sG$Oj)dyAnO4`Tq$w&5T7hv&ptXQ#1+4+}I>DJMe%r&A=yigkO`hBkWGO}nflPCp zs1js7^XOL>^XbnnqM#u8mDGxX$>6)1DALZe58lTezx@NP!`dk;0n(6Qab^*KCJ~mi zj7uPpQaUR(apKTqL?UeG!XJ%CleTPIM&o=Q3Bnc~;?-;!!Ce|b+5(|TJVg<_-Uw@J zx+YfCG4UB;nv*CmU|IrQlg?_tcJq^!hSO%tONY7qlV>A@VETl#QyVJk zd*e(Y+e~7j-SZA2LgLw|gAc;vZ7`&haJT(eVuJ_^T*r01jeY#4hailJJBKfsT8isb z+8!M}V5YRqC@MK@&q(0rTjpka7z2+%VkyhrD~uv%IcMyM?%!}b!N%>8I4k9(DV?J& zIw@*^=gj+r+eDa$F2*NmN{E1z5nLq}h2=p!?)aAeTNpH(i67>sB`|bnUrq)JsK`rS zb@gzo$&rn!}O^S5Xs?5eQn%h?yMa~i^O5mf(&3w z{U{dZ?QU~drk?Ffk8;H)&u01!V`8rb8p3RT@h~$MkEL>Q5sy4GpOZTqc=g{m@&0f2 zaP{BLz(zv|iInLTWVwbApu23Wh|%t<+0jboIyA&0Go&Q{bZRVRmL_SO>>*rYFzkIl zo|e>E;FQa!OOXm5`pF-<1o~$LVGs(Z?>@pbg)`yn9VZN17#O4` zDQ9P-E!p_&LC%`j(fT;+)^XJCZ({Rvhj{lVj;Uw(*(FTBaWt;BM6gmi4?|d3?N%g4 z6VpbmXtI||1o0BFa_dr|$I_p)`MTR7f+FXwTB$}0^83pGb)dfuMe7 z>I&E@mt}ltSpicwdhUlUr9>#eiUic|2<-_NJ40y;VC(3Mt#%m4@um;$+Fx zpDJ~SoB6{hR#CmJp4a|;6Q_1J0&rqS13TY12EYf;>}TVj4)F3K2N<+6;Q*7{biyXfC}?%B239*QCh z2$_o8XvL6W&9?pAx8k|1%K5^|CValsWGfm-gAFCGoTf3{yuF20}B?rGbWl<}&b{j-cpJdm z2<{pSS7U^f2RJ5(tI@CVpcyPsJWmpp`6cB7YIuUvSg5&;B#NP zHrvBcWC1106mfCW_kN98oaGCwG|3;Nhb>A#v|X&7~|{rek$JV7fuqb#&XnRcGU=jbzPo7A`Sps)|pHT0&BL zu8&Yff`Y6K>C&j1l^@r(wi0AXAq5mx74hG{ewfPPCD|U%z#>|ZJk^g3lM8ka#Q&n)itL~fajD+xH9v;eSx55j2kT?$v@rm3R%;T)Xm95 z>is*8BgK7x&r+ZSS%OGiFm8Gk|NW!;DJe-^8j>M}%IL2cN?2Je!R9S$rLZK}XJCI% zLHj}w6J+tnke$KmRAwm=1QIz&;?Z1M>aB16L1+^Fltx~4YQ>Q4){#XvG+O9Jd~WM( z{=x!5(?kzageW-GRhR{e1^%gdDakM_4GsSo4@F11k7MgDm9L_EBw!SHxbe>O`OFuT zt5V^hM42K!vKUe&wA5s*Pt-yd}+AqjnKV^Qk7V z(U3%J9aCz!QuLj*r`61XRUU0f3Hosj@6q&(NxC&6!vtELiH+7~5$k39EMG|lg60Vx zprbHruGDFs;7RGK(dJ1$d?!P6>&;ef%RZ61VD!}CeCPZ3DHml5QDv4CLkkP%_BU!Q z(a6~Cu*=(bPBPi%x=aV#{G-|C9}QSsS+N(d%kIPaB^c&y;ZUF=BMSs9+i{~=fTn>v z<&H~-h@BgY9i)WFDL1~OX*S;qL8#n?Fm1GY6JhjxxwMV!+lB;!mI)qwH7)42pn14X z^Z3*XGN&U!?FB_tuJ(6u>Pt-tvYwED=5uk)t>^Nkf4nK%!%^fgN|Y($;^1e$OmlNH z1qDvL!|ea~K8+=oa|ESxK9Xi!#m6lx@mR6M(OGeNDwFf8nNVEcYc0$&Ux4d4;`}inX?F zh$DMJzY)^n`cd17kV}Hh!Li1r_X^SwPJ{UAO-#pOnA58wg!bxqggbR(N)X$dJAy2e zNQ8654Z`4lXJw?D%defm-+$#MCAbtBLmg>~esl9hGx*yzOR;^VCBDpxxT!x`;0UvB z+LuybONng@gh*e&|1~3b=A?18gHnHUyOIb}YkGEex z2hGj{U^h@Q@f6di9A|{DDXI2P1d3=f^HMb0GibUbk{`y^(os}}N`vSl`(AYm;L0}% z$#7P!WkV5R$w48=qyS%89v}V80&czIf@}{*kt|A-DHI*KYSt9ijQSK8KlAgnxH4^< zZu6yeNK)R9lgP3hcZ`&d(Mf1B)^@QwkO2o_;%L}t*aW1PXugsY%|$Um7Nuc-B@JWi zlM-c8!okMUR1CKZLV!6ljCH_9jCm$2K&u&$3`&T860TiQLL1oG=m? zGkqjKf9m7PJ*mhUa`)C>F(4UHUV!L6*>}HbJWa2J^9hD0~w7i3XHW#&?3C>#c|l}rNTXOHGrzyGunWP^lg^4L^A zGL1SK6)ETU*WAv1E1yewe3`WS4rou-!{~3wBQHOKrbV#Z`q6|V(4y>V8OffOkpPU( zJH_OZ?9>Bw36r-soyE!hW6*($bB^OP&IqnzcZh}O@1SY6hp=s6+8TLAgko3ks~LM@ ze?xk#WT`|q2DsT~Ad)Mo*%Cwo<7SQGv8O(f?V%_XT~MM-k#a7bJ`vs}wWXP)N%`2O zK7;r*L6`IpQudz5%(4aHhzqZDOnlBt&ffbu*jmoik{av`8=DOx{NF3*BimW7CXA`+ zvYjp@CGKFq`)dgMI2A1EcRT4uXp*ouj60~}$})w_fhq=xB7w0ps`$lkKAG*IC=}hI z+?R^9kbhD@d~w=+)25GXJHAQ4wgslu_As3|F{_sa0BsBV5h9T!w7RqUEJGN=R!M`cUR`fF*+vU`oTmuDV^L=#TnxM>Njc3v(i&sfo1t_c2y zJghkT09aQu8jFhj3s~{y+z#(ey-TDbknSxhescFt?;?KrLQ5dBvo=ypW6(o7&RheFU`XS+ zrL%eA6;q~28$bB;Ev(*hfTMvX9$UWw4Gk>N8^F?StUQUGNACf{8jh7Mh55%i zF9t9SiQ8l1%QF)eIcw`Cv1r6Lq?Wn>It`n*HlD@lgQL5B-=vjU(sSl~S9t?t3mW>}M||Xt2uKunfl1(k7D9v_RW3og+gcaGK1iZn=&f4q(BREMu>&l zZEMrTxgKhEA=``{B0q>NBjgS5J@=L^1+qzC5=Qi5i%vys*2>dUIP5RR=tgN8m~1^b zob|g$W144He0D|h?#ih>_A&F^W4QIqBuX_z4$r!A;LbM@mj?+)BA|Ew153{U5N6U5 zmFNOA;fPC3(5vY;6T`~U;FqW%`}vbfkPRsYNuYm@o>q#%#6Q2f)Dc=ytztM9G8wcH zmWJK}wvJ-~i=GAD+%AM$d^8FuE(=gv)dE8H>2lOHN#Wckgm6}4_DG6OzFo~#>}np) z+|t98xdVi3oi!WJqVCwp*fxi@P2jTmA27Pu4}gW%mJ}CU!omuablbK`DbK52)3wLXRr7W-EI-g|N{$&<9_x^~Kiy~oCKT7Rt6@aO`fN|s z5R|MH(~M~7@4MpqZEdfP93S zE$mg0bw-AYczfA}oHc7N!%CZb+^#Y|@nYirWlTW>hy29^?aU^TwJm|Y&5ftdOQ zJ>Ehqv@l$K3v4ODifCx-Jh(*szk}`8`Y!*FVTA3h6pbOB1q!xXLnK>MEJauv=sDuy zmcZy~BUIW8#eheNGDX_4yF1D}AZ>}X<(YC!9@|kz!M4dpli+bgSy4$VUQZgWM19P| zmMv)5RD>(yCNRB`yn?Q|up*}B2(nOerGEBqIg7nL_3vt-%+s1wyZxcS73R{BhdIzx z#sPmtM*6gEuy?rd)H#W3J$?^tao!7#380OOpc`FpVWosfKu6!;#$zS%8wi0Gvame4 zun(i%g-XlI(=_Ax&U`8~@qGk!qu!gzcjqm*e z+{p;CHf)cM9?B8(4>(pb>8!Yv200@ZbA@OOnG$4*!Gf}sDbmV6JpalWaTUdDJ1a1w z^Gig4EueiMey6#|vJL8M^C>P3I622`f!7;}d77evEty;BbEIxq+M3 zdJhHVLBbK8zzHu}bzWLeCYLw+QPrdJ8>tP{aIk4u+B|%bW&_{x-b*{Vg$wtl^d+^m z-CEbG_E|!-1zJkCrsP;Bq@i)~HPiXVckaygP!u_UiYZel;^5^YJE5f0i-L|vo*tjw z*|H7lY71k}o0~0szA%=h5ehkzwAUM%xIRV^_;dWS@un6K;$aPe#nm zJ*Uvf40RzNn|F+%dE;=bq7cjoW4KdmQIZmjZ8=aupv{eGdvhe{KZj!6+G8|l$8{+U zjZ3bb&ey-C#F(NTgT#HQM42M3gyLEGm?To_w6=D1a|MGQCkCxJfsFS(%z08edCtOz zJam={25x9cY`p!U#qWVpnd`4T$6Jf|>;Fy0jg!>Ylfq!rth%b`d`4!DYI;2(oN&VrL1hlU?K)nXNZ?psAD(o}CyI zWKrD01?yY{tAgm0!f3tafQtiZgZ@D-eA8#pBGSp9r|3c^-8xbioI7tS|MA~#@{sg>Nm`p1_k@gsLDPi~F%DA@m9`_QO5Q!^?Sdaak%2AV) zP1dsJ=QL@&FOZsG>V*^de?L}YOc6in4D|Q=J62NhcszJKUFQfXC6?7O)>7AXL;`oL z>K0IuHfB^+I;$*`ovYi|%j^pi2nYxYjAJ@(bUgd>@UJPRWqHw=V&;9|cG(n7Yr>>! z94wMy?<=2$rPwHPog-uv<2>DKb!%iR|nGuL*2th z5eOQmU_A8e__i963T!QBmyW?yO`0hYlU$op;_L zKmSY$r3n)zB-Euk0~BfF?Zbz`00SM403IOZJU1IG%uzPD`*#)zzt*E5>x^rCA=Wh^ z^f>BfddfqD+T|w8HTJBY%)#;sE;#=XBlA*Uq&yHz@Y2wrL0)nx5^QS#xCUigSuo|s zjA48FCsL&*IP2Uo{LfE5s>GNgrzt8b>LAK`!teJpZ{ECq^`&n86lo*Ut`v@ejuFxw zf!6libxcFF_VdDCXycz2AwqnDARLPC;_q@zfITRfOyt;g@QC&bBtaT$sg zELQ-I3$x*zyuLSVhZKVQ|MnUld+HNPj44t|G|)fQk3^UM>4e#0*_Y+?|L<4L9+*Fg-19+#3t=e3*||Swc%= z_pt#|f|hJLk1Viv%~@}aedPMw5-j@2STfKelmZZJn$@!c|*P_Pl5in3d{9Kw`xP{=8%AJ5Igu?T{S#zJT#aCaL6-vE7U+qE zXeCX|TAP9qWe&a7MhmCel4S^lHE=AbnLr?D8PjtSdEc;nUS9Rj zN{}fAHDCSeSD8P5e(bqrS?t@lkMqtuFQImnC{v`IYybBNNKz<8kwy=njR<@n>iD*4 zh-MAX!8UQ0pyk4JOUx2L2bZ1NbPNJPq_|Umd5MoPS@y0ui`r1~qB2TZSq6)HrT|x~ zjpww)cgn<5YvQgq5oYQIlonBj|q?FJ7@;U4jWI#9SG|b`FndGq&M}+MaxZ3=pu06@M zZRrv#%_2z%2p59hBC)&z>CUXnYscXcTr}w*E-iV>QGsh);jwOhGh#n-;MM zR;KncXRESHT@VPGCi*DZ6961RcK$Wz@U8FOo85sa6dB^d2Oq@i_44`8e;z3%!-frG z&6+hm<}~XGCCU^j<&C3<5GkkuWCV0L31+1u%z8@@n=qL&bm(9eC1=U&FDJK-Vx2CT zJ?0qsuH;gCx-qQ0by%PXH-k$)~R37C@K`x2$fT5LZ3_aV z$Eh#aUxBMzdF)y_nO#8ss9GvVH*#Rv2#_%RqIxEduc5-*+{Mk=5^=L>?bv?xopFRf zx}ZxQ;Z%DYrA(;6@X$cw^;`V&5ASE*B~!CK7{yQ|2P|c&K#4L%O4zvf2&R!9myVX6 z@{YNMDe*M7`|d(u8WO7@Mc=6<32iIq*tT+9ZLYWawRvn^-`itkrF=k zo97XF>JMRwL<^_3T^)gC%bZzzEa@c3+AvH3%_$IOro`Q@eStuPZDhMRtCp>mvA^rd znXe{cY?pu#Skgus5GmB0RTrs5sF*Tvj$3b&#fty^EI!`=NdT-+%-5@CVV`*zJqBw8pv0zqp5t1!8VwYyXw{h6S(K+o?Pra&|}!b}>8_ap7@1>a!R z6P8yHF>OL6x>GAlkrpJ9Q6U#gfAyto4@IGHQ0_~G!r|(_{~4m>Om4C6go8w)w}R2m z>J=*KT@(ouT>Ytw*$ajxFd86KBokUKDv{{TZC0#yn7YI&AmLaeiNpx?{uv#C-V711 zOsFb=L}K{6f6sOa^pJ(^8C-uAS~iG#YrSagCmkUV^{*C(Md{c z`2Z20RZH0MTLN7{ffbb49*OPkT>why2(s?R3eMOpkA@bpk*)e1RXR$i^OL~aJ34oki^Q9ak(?of#VX452LAP zkrUe{EHJ`gX>BgYURF>>t%r%ABhW)Q3jsO_Kq)060$RusiG3ju*e)lJmrP|IuOWbB z=vm7|#O9*1N+rk?iZr4`nIdU|!5~k*zp-Bd{<bVQ>GZ|Ecw?bAw?@LH9)fj1V9EPqTa?X(vT@A+0-6ONX+6h0x6-E zlMsoz)h5n_#L9Pq^`T9WwWMahbVUEe>);A2OFNn+8DM#J`-Mbu>(t3gkSP=yK#4L% z(j0GT0dMLp21bjG3l01b&XZW4)VVgT!sOesJz$5y@;WhH;H;c<^%1BKpi3uMKNpc= z=(*zh#Sr_lync&+|J=>l9)?2EH@TS?JRydb4PKElKKk|F5%H!eFIn)+b9Za%`jAMx z`)x!-cAM6sPjo?~L?XR{=znq$SWE;0%t3H9%MdaR`S@}cTe9NEpUw6t6pB8H2KuM^ zk!h4DQzXpG?`&a19lXH*?o%dOb zB-}(!A}l4!;>AvJDY0Be57^3WsZeAP<-SxT%-8nVEb62kG@gI_+kKlHR#COcb*FXnB7RBcm6zsE;vY1I* zV)%1!!jhb^Dq>6YfRo>>&wUgEEoAq;jRJ(oic2F~NF~Y?ij1NxWs10Y^uL~AzuAAO|EhXJ8(%q$WmvjgcDkUKu(%sEXBOubQU3;%J=Uj8``1Uv2*@hA6#U~msTb5zQNa8J`xR!xPY?;Z_RSkJA z=E_c0d<2hdN$sWHFzbY?5&Al2`bCP37w&PizQez;WmXGT{*KlMb0l~7VvI9j^-~Lp zfEGA?C{6=U9oTy0Ab9aQV7ao|LyY#8S3QF7={qY|ileLc=|Ai2{fyAwvExR4t{NnE9~Fk~ zUUGfANkOSy6-tKJQ)(J$_lUd@i{uBV03eD3}XlL5nX9GNTRIablP zIT-`KDKjE_J(XH@tP|OeLIfDxp|#btK|$%`&S49kM6#VjH_}~_Z%y?1nO>G0d=W)9 z=Ylhym?XaVoc;O_=GThfHBEXt$sZ%B6B$Ee%=h}LAfOJg z(R%_is_&Ae#)Hw_?_{bi2Ur^V6MKrHG?YJJtSbIawttUt(8QoDyULI0M~jSi7T~Gd zmv7so9-{w5{^IFT4!Wv9-8Z8SMe>oX;YO;CJ@=XVdR@)s!Fqx{TnyhBJdyi{7ASSu zsa4r6B3bVKg$-)gx!Nqc)L6RvF(;I6dn^2-96Be>;7GtpxjDkA=UbY{cn7P>mF9>j z@NH=u+%;?)4)-8(CeCQr5wr6tf&^xrksM3=kP(&;z$cs6iH4oy%Cl1 z%}>8w%$)mvXGHRiVg2Q$Afm$r3k6hx5ZuZp%y89zpD1*hP}UXw#$U}VH&rz)cTIl^ zd0UrfYQ`CIi@<9f7DfhgRabQfgH#hZ+b{VG=mRFD#YP7(!WSls=A%aQ!c)xn373 zVs2cv`DXeNq4#8QYG&o5qEXrtF)F*P+wJiw;LAm@J@X2DOXNLvFfKonzJ4!8J;pI2 z@Xf&D31)i1XYSeYk9dp$=bN@KCGuo5Ap4Wa;su=Ii~I^8-t6J}hE$f_|RNyekq(|NMIlr~27Tc7gyDhU?`gvsNHr zLl7(&)N789VGsC}R*`b@@B|Fe=l_s|j3*0kJOjo9g+G|mDm1gqkG#i>5O~g8W-r!F zD>L*|!8N1jHawZY8aF3WxG$eJNw$~JST6o8s&Sk8ck)-b?$t+CI}C({;t4cJa$?Q^ zeYkj$zAd}ucWxTcCcyDvQe!bCIO~;7-LSmNu@?N5;9s|9_wz{lscwVVea&6{>2C(L zuw>u^U0u7l&U#Bg1%s%`A-@^!2zOR-m zv_<@VM=Pg|#YA*=rg+yu>DJJ{U{Y+j-OZ*;gXyuJdzu}|na1?C`4?@c7LW7#0G2HI zxvWw61Fi-EVSO-F8rF5bE#0xB1K!9tWKLb?k=HDnu-ul2>Ylj2zvipd$Q`kb5{lb7~nt%g3G?g$I2>B-FvMyRp0GS=!IAIPzLHQ|otCJ&E_ zJ?efo4~yfn3g^c4wp}NtN?w+vGha`Nh{OktGvK6~ z{VeEG$+rc@DXJtZ_iJp1&&kOBMJa#r^h^<9&m&NgUnrv(&oeN*T|TV5+E3OQL`1-> ztX4~2d|x}plqH}JpWw^<5Q!CGEO!=e>mnfkn(HM?YE(v%B@=ujqWUNN)_bIQGVdke3V*bwWS`1}dJSFM~=pLhz3qGtW? zUI~&a@10K*U7UoFwTaftMs2oCe&VTRSs%%rC1o~M#~Hg?X=_WGw~CXSzp5VY0GHsH z6uaU*dY?}Fo^IA9*vDLKr%Q6^Y#mS431`fUy~arwZD7THlAfCDm%DU$c&MQktYBch zqjyFzaCU=n-HU+CkRVQ8Ac>+A{xc%pZabpf#K%=v2HzN;x{{hhN1V1?GwNdo#*DDo zQmOBdZ;Oo67XQ+tD}i4^0H5q+FpkCJs7eZ&*4J+S&H=AGk;7f`o_u|tOQso-V+(f@ zzWxBA*67eJxY7GPY~RC(O{V)@bm?T=#BKID_rEy9QhwTQh33tMzfs}>IAVN~1(+J_ zSrp1M2bVw5)t?Hqb-D|*e^kTQcRNV7eW{$Ma`rKv1I0!dS7-ai+Gr=9saD{vk(xBP z@jEyjN6nNgz5WhU@E2|S3)ZUzNuw_6Ls>Xw17ys~-ziRmDAw<)EI>rz;WkW>FnDKoyWep};*-XH!M?QaW?oHB0j_UA4GxjZeV^a(DaY|NB`*XwJ) za)mOgcxLSvMk5wzTW@dcj_}=nW!?N^o)PA+Q9z!aepY`lD6)0m`zQ>P04GyKt{fKE z*QcEx+~YOEGAC-w9OGZ+Jm3=&5dkMq-Wn#9$7CT9Z@6i9KIi$b zvwl};5zS=r9FuET(Z@?hH=c#=K&p!~g%qPmX*||jw-?VOrFbj2h8czGy;)60eTHI9 z_|onb*Ka)sc4s%Lb9GL9#mEm7jBjn8JOLoX7a{{jd#h zwo9+7EJ8iC$(yN;x&!a}nO=Vhx+zyC$=#vfFILAc?bjG;i5~Ts0XhCXH!0+`)@vWQ zkEdkDKJ`a+O)SC7dptwNeNRw!+?^x`r^IKG6|Al#_F;W!1wnt z6Vm~_mTxqT<@|V z16l9tZOE8-i(V&Icam}0V9)XO`|=zum4DAN7qAX46t8RXC~vtxSm7JfWh}Lz1&Kz@ zy(LzA!C)I$mvbjB4|@m7jP_703yE-t$6J&s;xgsGoE>1{fvuZlx`lexwDNL-=ty|w z#oq^V#M9rq9kq5RZ;>3YNl=ntE8}r#3b-MNs~@;4BYp7HY87_Xli}+Tc&L_7)%|pw z!mhwF>cx@u$agw}C;yl=UmmBigoq~?A}Qo>XpDP?A06nyynJ>vhs5JHXcgd?O*ej^ zu&)mTwLsNZfH4=cY^&`pKu(Rbcll)XSjO?z$NhRUl00f6bG6EjNGL6>q|VnRN&QUd zIU<6|#p5gvrksDvun$zyMY>W=p7pT}sPP~k-RfN*K6>_hm{UYoU$ZSG;aS zI+MNZ5c4*eGvv*%pwd;>^A%97`4aIBW%av4!0X6&>(RUFMU2 z;_shFQhQX#RJ@UNGS5Mx&Q&Oe+iZ!3_~u~4*OxDixF)Ej5_+;n*)P_=KR5B= zDn_oQ!NwZNW`Mo=(zuwNOr%c!#SYcVE9z>i*kQFT$2W?k_bryw8k0B%f{7d|c2P7z z&*j6WyEN+HP?b}Nc-~({p2e8&md3;Sk-_}_H9@}u9^ecR8bikr2?(p6m1ucL4%WNg zk{a6(PSj?nl@p78&>d-@+mNcJ(Iw|DQG-32tox+qdIAWfAn>Nh{uL z78`2d^`x}kDbAB`I~-nr$A){3Jm`+qgG7nU*&1Oao(sRCOaF0vjL;)xW$ zJGCMBjyq3MhfYw5N9q zF%V#7U!M`H7OnT+6af!&B?5zc8^1d^T~e*I;kw((-fE%X2UDC%o(g@U=w}_ZKUhW9 z;A--fyiHg2NG7R|%dxTyqTc$IQgCV?@nX;P`s75tQG-d1(#a`mwB7x8CO*?gJyA|l zIxg2FEZ$Nzx$@i>d63@32Gst9&_p2aU0pg@J5GcM0@ENhAXC)NMIJGI%KPO(YT%i7 z))}E4vZyz>Z`mW_^k20IoPh)(;d@`Z!{jK*;^e$cKB%Lmi?T?`O?!|xT5lU=ZYH?UPdzD1`hc+1@Tuw9oH zeuw9`Y-Ne+Y=YYJ>eg_aMo+hE5qgh8@jR73uv~0t>lv=PL zXUZz^d37qn`Zp6}nnIDfY!w=iXT9o{`zmw1ScZ%Htd++^)|3cgr3;Jn@w%5lvq()J$_AFNlJjtz zsgDn)gc`o1|BC92Z~oF%ZHgx&2di1IQ+gpO3*ElL6(|CcFS0`)l^nvM03KMBwE3cG zXP9E<6K#_BB_ovu%qkes6<+5D!WYE(SCrRC6|LuSuiX_vEFghRhG=a5=baW=!rDoO zHpzbtKg(%d(nJU61zBI-%)3&-SH-K-;wNORei!kR281WhZVt)WXtNC3(TB6LQuBq> z#+i*D3f2p;Y*7!{{XxG>h!B>*5flvM0nX{pIo-A&I{zh$kqs)I3PRl0wkT8KHaJ zK{{x@hE|G#=f;r(v1dl5O6k;YB|7CIvePDXo9ku{-ERf}05iHA?#JRhf%SWqOK zo^JI;t}N=i@~SopjphhV(dR&eolREO$LvTlkS390fmjy&Z~2I~80+rIYyYW&4<;51 zg~`8?O5OW_;JW0*E3M$Vi=a5@g-pz-C$L7Ng#9ru*hYyG@k%c~C8qDP&{8Hzk`N&Q zVYUz~4qEzn5GgcI_$S3~tTNVb&!~JmN00S?i9>n&Etw$F6&pRQ!J;FzF}w)<)iLbR zZr)Y<<9qi-X{1l_soQrXv7&rg@#MQ7>9}VaAIQ~`{UtbQj478$F6Ai4B`hz=2EcJC zpH@U3>!QD@^c&*>aiL{xXGc?EHxiRN^^A@|t!H2TF(^57L?M2dxo-hn|fPPhAVQ-W7`G?lqr9;~3R4~##ZGv|SJWNYdB8-}}eeh1jh4s#Xa5eD} zKP}!Oo-2qFY4v5YKKT7FM;nv~Pm^O_aTawB8r?3;Ufs;LE$_?xC@HzFc)VeK*vWl} zc)S~ZRIFE^8E_81X|yEeJ2a~7uslGiA{I@|*&NWt!#Z^jD+A}PUs?DbPexS<;Q+Sm z^O{J<+UQH5!okgc{%WUR9xp=D^K4w^dPg~6;AC?!>7RN;74d3Y+nvwy%{^goksIpz zC|s4Dn_S1erHO`o*nu0k7VA-8;=|8BC|bu6VdW$LA){%ZIyi++Ecv`Ewe8NL^{Shd z!~5)S!L3?8Qxvg)YliaBt)^zFnVLMCYdF$wSVsgmIU)zKbbZt4Nv^wdds`ZkV(tiC zTYl9EBS0DPxe2d=#$i4$uu=i)J8S7XNwqb;%V$#X-6?;xxE;vWsf>mHViV4TU0Q>s zd`%uK%JWOyYfCCUIQb9lAPqG+qaTye#pnN}56<%{*B!NG|69A(>tP233}nRj_V$)t z;h2J#i!S=!JB3cazDnwZdTn&0-L)x;z>Av;xhwM2@xkB9#Y&{%X{RLB@O(n8UEfgq z{Y|0gWH(nh5n2HJqWd@X;M4wG|C=53(OlmXxz>mC3YVkR_F(8qC9?Q5d+E0BpRLU} zx-*$&W7G;#^(02W#LfsML8f?tr4TzyM*T-|`R6-w?sg5bhWLuR{TQ(Q48$UR6*%VM z)oLDNTYtY0UDfsvMXG#mZ@koi8o^_uHuN5v{fT=Ho^i^;u3% zPq81e23q2!TOYm~xh(a`@c%k|H)HU5M=~RwL4qsIwBJ_gh}Wn^48qMkg5bq~$9r2? zE%VwagMtp>Ri|?5DeTd+9TW4DcC?t@>zGhW0?ovWR-~xUiXT2UwbqN`Vnf{jF7HJm zu*L7 zx-N12v}#~d_ozyU8-BzKYD^J()s>4ZjvSBGR12?am^e{u(L!eMW?k`}Mp4baA_e?q z0T$`)TIc_Lvv5@w7L^A0X2hmCk}a~sJNBR(9(JC-jUFtqYMPUGBvqvZCTAi6=}Ux? z)waRqRQfD?8^vF$P)$&?BxYw2leUyrtyUi2|1UQqi7i)$Z23DnwF094W%qt2*nLWY zIK@Mba*E;AS^%re)E(E=#oSMv{J?^L@%@c?EDGmyZNu!U{>{4!EwaPPz%po-Z{p&y z64rm;y{p52*&tA|iE-{We79e=vOTqoEnAfv5kOAPg_iL|wobq#D%~z4eDeH#35$x)w5Y<+NFI~vGWrFqHRffo6o#5|gKU*-#6(l3ql^pIXV$V-~ zL=GM^U>RFaYSqg6U7K7&J6F9`t+oZoHK)j0q z17~S0N@N*51QRXBST4Byt2JT$4W486xIT-y0vuuHPc$@D%|y)9BE(X`?1tH_&H%rS z@|w$H@G+4&pj!Nt^>{aN=u+f)W!!H6oSZNdLtJ8#JJ_owiQf?YJAw4B!^=1l?r%-L5C8zS$WP z-16~-aNn)_z#J5Xu<6g$h8U;?&d_!slH2TJzIsuFBhKeF6`L!rnUZ(jIh_8qq!yYK zZ`1gx)^`J6NgnU7i@)(Z%7X|Ftg(~i`-pC(X8K-NF}|CvEIL*JIcUo{FZ)MltYo5n zujUVEZg3dDtnm0B4{v+z&byHZZy2gmht${=SbxMIK{zN(?!)PJDMVOvrg%F`w-Q(u ziwR*nZvNAL_4_`q22KUb=aXDsedY^ep#hLvWgH5`e115&a1IMa4KRtsrtw|LXx6G14ZDv-ga2*{ zQ7Gc)f9j#L<(JTpp9^ms1!EvD1sZ?be~PBhPwxG>@xMYVmd#vhe)945jSmmmfsSHL zcgm*xSU`Eq(?KMqKl=Oql9-`EORF-B4F9La6R10AHyN)vKfn4S^u$M6DRDEvKexE` zUai6!ph+JOqY6)W&wC2Q_qwIA=C$f>l23K=rFvX&DG+tpqDk1X<(W#>?;sHoMnHWq zNPI+Qk%FJ=nR@7V@%^exDTPUW!g)dxxzjN*PrBE{N~~6n8d~YatZ1?>GyXECM`Wm-DsmMvF7FdDgFfy_GVnaqg#~w}Un4VVI6ZR9+x={uVZf z(^Sp)k3B*tRo|r-26b;&+$*~~2q#uEzW%yitR+^oYaPd&r1l1{;Ty(a;w{f4-~5B! zo+$G0c0X8z0pgM!@fBA7-mTFMbCZamJV%w*d%}sTiPvunEcl(w{Ivf}U~X@Pvpuge zxLd%$G|k4$2-RE(cm2GX{7VfAtQM*Q$pStkrs@4|3Hyu~wZ5Wh0k8X)0d@-gUwWNC z&;Z0RAK<)KfWCX)b0Hd`p?sf~|T-jrMa=Oz#zIjzp|W@D{-G z{%~$_P;Gtw_M=#Jr%gUH3!`B{GJA0`9AXEinmC_RNWbEU-DY?qrknVrsC>b+M;j<> zKA=s)N=-i9&?!H+nlL|8`>CHk01ZllDN0T$ zbItb`>VCaU9z{2C}@_n60G%EfM;4;6AWB2=c@A<7|F<8<3S?~F)DswGii%d`oZGAma% zcs7X0e2LC)trLskLWG=)&+OeiXDmmgTpC9(~x?QLHYLtu3cg z!ZsmbKgQy9>anL`8dBrS+y229{@Ik{ER8;e|IeGxMLW^syJCZ<=k(3LL1Igc(|E4v*f19PVuK^&#q(gwRVTL^@vSr|C_qBF61fm>ifbD@3Et(~ zb~6%PUr@FE(>$Y2^>`g2>ML4XI7T4fzB<80LQ!fh^nn%Ldh~i`f36@{7BPKWVsKR9 z>a?S(()Ko5PaS&UNG`T-lJf!n>&FG9D&x~>*=2f(=H@zQocS>0BNj%UuYS_F{#+^| zy)L2Mrrp0^*)-?#N^GruyM4ESR})eB;G3z-_HhV1oJsE%n&)w}Pt-I$Uob6v>PRDs zUMdhXjE3`5ESz{rttd<*!!p7S%mx}UgJT)TM!xTzsPeKk=45pofXD z9h*)Qfd$`Q!ec~}x7f=tS*@7^%zDwiO6y^H>;Kc{l%myj<1(?9$t|2DN~d(eaCG7i z5w?RJ3i3@-DUXh6cVD64M#f%+sA2+rQp%=whbx+|VNI=5;VBVTt?NX5Jt|nd0baZz zSm_^KAk!aYvZMUH-ItFaFH`Jyv>q5KYV5HGaoAFV@(1kf0<4Cq4s})lLOB<0G6GQwXE)PP4Qd`P<-DTk@;>D&R4Z% z^+L?mNzRle<%V+W<_X=X1aZi?`k1wE=CA3$U1ROr5|g+1_$eJ-Va~&%H1+OjBk%0N=|0s zeyN)5`1m$1y0`S4GT+Rak!$$**l0U$96}%VlY=Qx{=ATixSdr)}Su#&~L3SOIV*s;Tku)PkplkJ0q!4Tt4C_O+1m4xe$eI#1xk#N645<@O%CA zDK7Ia*8!r$E3c|&U*aKiUM$Mls3_;UE;~;4Q%AfS`r;I(6FI?LqoVBdAo7W-Dxu{1 zN=4AKh5%pJSw0#54wjTF?`Jztj(R|5i|oi``J@Yh`!}i&_yzVpxvCc`Uc3&lde>940$z?_ibF6}Az zyo&i}Gjoq(O^fhY@mzc2(7UuJRNqU>Bq7(}5BlpOrWWY01Vq5X3;0!WY^z}Wn!=M= zjEou8F65w}`$5b@NN1}8>~N-o$+W<9c_H&S0xfz83& zW%3%3mrI7&ItygeoO$PV`V;BUdcYQ}9|10cX!pfe?jwJRo zAR2zP1B^IOKcD|J(?9t}pq?}SAjuUHn%q}wQR_FIy7zX-B17!+RcDR!f^HG21vKOm z-$WmWoc8ZiEsM=4Fv9D#cwSIsNq*B2-wGt+)<9-(c~d@Ai=>L03x<1S>&F60S<#06k#4uy8|gwKiyBCC_rgPLT&vs*}|U}DVhGs z)q;aCH~9yu#BTHQj+8!la>HB7)TBQ2a5KoD4t>GD+In_-?|TaaS3*4;9M*5=_-Hq| z+jTUtuS(8`Xen>ZD6>%V2af8|jNy?#Ik=&;! zcwn!}sR$D=d>Jd66NP*(sHbKFu`S?oZ*J@q(>YmSoqvgxB;vDIeJFM~*UBipxD5R2 zpb6ldbN43w{r|bI0W89|o%;!IFbiJ~mgPSW>uf%oP%lY>3v=b=0z;fLfb_*#f zDH7792#(y*UU1zCZnGgP9CU~}v|Yes*~>~Cj2M%J-ZE^k@}BPaO7IW9_x0T+>FP71 zoBcq?=?K&)j&Rx}lHV^nYV(GPv(!-?%Ss>_F?D*gTX704xTZi9xoUsei0jzGZY(*! zTqbk1$o&|BV_>6-jwpuLSxd63A&^Zib#rp`(i7h@7HO(P@PE+@4pFed+Bfjo|FyU9 zD+&y|V?Rym(I~Lde0LO#B5zNhSX#acxR9luXEmELB8F$k64V-(d2?$P7y+)%nq!7& z0u^q-DkM$Ni{o^Abo;oMO!-?3Jf|K}C_6b;?-r#R`s##2Lzbu}1hEZbDJY4Lu(o?5 z6g;NCN4kD~LNqiq&-Z%*F)iRiES}Djb_7bwBH8{9D5s6r5LbnA<{86&jo`Y)dRN5M z?5vp%9$blLnJHLX?t5Nhr1V|{Nm23D?<4ljt6g2_M7s#)gnXqhXk5-JaA>Z)jZoI9 z^~#9csQL<%<=!rCJ2oxJGF-2IdYSgd?SuF}D!r=vZSmIW*~=6JyVDxx1il02`SKT@ zXAP3I4Q=5{dsRz3Be1tbBT+RzF`PQbUo*b!d!4mhIOIgI3r=eK*vRj3j$fKO$l9g? zD_$k_dkgu_Pr2e4fdEbS(|inrh27c&Pwx1=6B#mCcY|N?a4<`JV|al6^P22Eq_1@7 z3iJQ#p(vZ19`w}16a$+MTQk8=laT>Bc(mzZmxg~^4bb{DX!u@84ZH%I`~UmDA^9l# zOBUcr{%X{3|0_K}M6^djJIg>?uw0&yx7GQ^_)qfRhuw$Oq! zEDLMX{e@qp`VCmAgWdS8Mj{d)l-CJx( zVmIqK8k2ZgXkDQ;s=(UPwKbfX&TWGSK2sre8}9Kk;4v&Y(dVFnZt$y8G>L%w(a9hy z-I<>Bd|QA>MiIOJ-IZZoHB*#EiDsqEEQ_nbwi(&2_Q?}XdL+1s+5`r7Bickk9t~>h z0dUroL+dqds0lDb=@}U}<|@se{4;HH+tpn5yEORl;X@j@4@WrnC9HP7){f}<`r7xO zdak^j2)=su~*I&0eR#>IKJE zDP{2`9B=fVE*<*wUSwc=tg7O8fr4UIK_cv%mM!4n+)Lu|(|unT#Q5gs=JN=ZI@oX` zje_U-v=+bHzjvvZPlDhSQdukpQ<&ivy?4uoa)g>Xc`8~i2oKvHg~6ZbJ9Xn4EGy&l zuK03-IB`ey@JCkx=Cz%P=OmX-qboxuuR~9*-PTZgCwL}+i35Few;j9Zw0C;auY|n0 zpp@L5DO+@%R1&hU0}j7F3%-E> zk!%5-UmtLLV@Wplsz)u`KR!)PO|AYg{Td85+)ukqQS#sUQc>SZOA*14hTt-4V!Q|e z`OC%2tFEg%F#c7>>uN0we%m7e#2GRof_6$s`EJ%5x5zM3Z+Z(}hZj%l|8*Y8ygYS+BSoHg(uxm*bdXrsOU^z7wH zjDzpjPMi5=jC%cY|2kC_mETlxf)i57XJF6ZF&a9l;M`%Wj~SSE-#=7j5%-2*_X)bP z@U^*`-LIOOqX`98r`!EHbwk6q*47M{%Ra0Y78c1VDOF(S8agaYoC1U!8~{OC*?6gO zF0{B_Y#)09q?bZx7@U?v;VrdZr zwJ>`#fQjHEd%ARR7%Xh_A&%pu?aOx+4iyk-18>%Fv0&5WJHm!)-?&3N!oN){9Zk@_ z-W|1pXAaTDT#dE*gjsAD*iPtr#msBB(Dl;)=u^G$E;un$BtRHYob6(LW$!+Z!?L23 z)Ke%-Jl8_L6S#{jW^hI9mN%gXLNQ!v){EeHF>iG`9_ODtFd%=>dTS3Jy$Ae!D=*&y z&j~&2Mt&5FDY!} z!SHcsvuGFi#j`)BxM3qtmRR)NheZI9GSA1Sa0KxkdTm}H1<#XusX90 z%e`~(zr9`R9=)nRz@1jI5kF(Y{0&a5^SRjDVXKHH6>9868yIA5gGLSD-p<&C+pNK?37J40 zr`-ZqPxPy#s(V#>4za}pg}B~Ny&G%OT1FPf>)p}B{8(|lox{8<#IUX3K~GAJ+Hy`# zoWY$y=|Vm{>P3nsP#zt1pr8`*M1vp?XV$Cz3DSi!0omxP1E0_Tj&D@(6g4I$X3?pa zr1|mT76%u%(!3uF47un1`78r7b75Xy5DH6uAeeKIOxmr!UPH+S`uan6*QfB>wYIMW z-1k;FbFUTk@r&$WwU`l-rgSaIiBRf+4w1Dr1u=Rx_&ku^6|Fa~LB^XMEH-$y7|xXG z^;)DF^aMS52ImQ40qpq&`NlW%P^6SO*X+efr=0Vrakm`GmOwN605G%G;KNv1<7BBj z0IpqM^@@yyk@@!-J)Gc!Kj~qvTkKf)WusGVi3ZY!-QzfxL}0Gk3R>C-Cf*6;JBO|I z?1_j&+dU7XW+{{(Ksq8C%<8mwa|0p@q(ZD{d+_!ZHrnHCH;%_Q^b7)!+HIO^=zA>1 z10ua61O*@?4%k*3sgt6stLu3>%nR=cwsGo!TjHbenDc-B{0VE#$jG=l&3zpDu3lV! z*m?`pE%WsBG}Io`cb~Ti+(3YsfHW@bt4y48`&0b*+}u%{iWX@*J7%aqsSTb5R_9O* zu*)jfFC{Ya1ptk{_D|3FL65EBdMlG3aAUy3X)c(T&DPt4U1Q9pItQ}JV&%h&`ZU0C zj9TU9v*iYrb{B^$qqti7?I7L8O<<0EL!c{ZW(Pn7k6AZ(cK7M(Se`_wcI8K~4G?T9 zUl8+c13_ZD+?)<=lZ6Bw;6#`8uIJ!=zJ33`)`7xmzB5tyPD|@Fgw;1FF%gStaDBgS zrKgIiV~s7N$Z7xAtSJFfSy>sAK_iaAtW(nxF`wfXWfWMA^`thK6EgoRlfBy&@bafy z!@E@#Lg#*~zu^r%*PepNNHy~3hiD~~hgjHtQEO`s1V~DgSChF9T|l=(kOD|+>*{zzF;`f~GNJ-t z(f#EL9SAyXy0>ihi+m$*c9|YdQro)x2cJAc{|VqhS5MCiL@$&lwY4cgOt1m`IcVHv z0bmXG&E{f=AN_vvGCno67t|Zy%E}7C*G^1K%n6eUc_#ym2im}Fdu?yN+UL&TZ5Chq zz-LAVM#iro=OVD_oDUkddu{~1&*(jt-0<~kZP&m!D5i6S46-yu*RA+xf(y#nywBc4 zI~aq(-3l%s1mlM@dDVds03SK-mTgnsfE3p&VPHUVdwCeAv$U{rdJTw6b zG_Scit9n$Jhyt;0$(<-PPrNt`u~yN~X*xD%%E-t_2uD^C5#j)DL!YT<-w=XE#M8AN_~HdPFoxye z^uT}mheq?&dX(Vf-6@Ho2*53fJVBOHK%&9T&5fOR290-76nvL|TP_G{cHOeKjpA>~;eAf45pw_tm4|;J&bio|uiRFX z&k1<&l8z%CKA$xj12Y_-7!uzJ2><+@DA@l*t=+ zd)SuS+$;zf8~*n<)vr)_1p>?gAKwj3AvnQc$=?CmV+-!=W3Mv=S6;?BDYCYlVWn7f z_v|`1c!F4i0|B~O*LKeg;LLP9UrImV{+xuiQqQ5~GmuVCMuta$M1;N(D0-;w20ZQz zfZ5~kAt0cx?NbN^syvTPV@ZVuo{{;&{RZz#2d1!oGer;5O|Q5=ysNvNB?ZHi%%E<1 zOBf;fld0sB%3;YN7$BEv4XyEog#mD9AgHun*V+MK8c0$W?gs#Xdpo@1wVfRtyEdZl zd)z&gEx?;s-(OPR7^(VITGhZ{7@+g@S+Pirg$}6VDK1*JH#eOguD2oTk&Y$q2XcA7 z((D=Uk}Ea@)ddB?vqk~g9UUEWXx0h}C}3*IJXZX8ArJzw6o?(?aommX0;b}paXZ5A zhM8ZF%%eh=`XeHbz9%Oq5K;gkwhDBI`PI=H;8xU5Hc$YVo&4#q+#t-_0K1xd76(;9 z^ek-(?(KM3+uLt}n^XU+N3lYh6%v+E`T`9B)_Zh;Iex(xWelkxfNiaFXj_mH|C1my z_sd4BtrNGr`9ywTV8HWwGxhr6vTYR12X0dypVK;`XdDV9tzsI+?JdZ~_I>wLaO>?6 zw7Yw{L@OybSA@K*IWkW{ybc2j@Q&c;U~GbvGI@@-MIO_anmk;<XT(6D>6p}5 zVeHZn;{t;u%kN^oaux^)88I<{GWT$OpmeKS|)IiJz9kgs&MH zUkUs2Ia-R_DH|O}@AtA4n&01?D`xSrU$o%i-~buL=llox*-O%B9UHjFsHpE16^Fm> z|F#N)`2!TIuCCt6znwK{k-2<>w7u9jI0(Rki&hdyp--^=*oZ#>IE^zb7keEASLB-i zHjaQQ(3IV8oTxNMyUv~jJXWQjoxOeR^M41iMvi!rVCcYbYlE6htEkx101ghHNlsGi zoxamkY+A)|1EO2PI*gAEF58ffhT=UKW3G0|qCEz-PfLK>^J``4o&~7ap6%0aeP8>! zOt~c5N)R+abm0lme!bPw(0IznD=m%;aGairY47|tDl9*rQuw-GxytX>oyUH$50Kh? zy%VT~PGrL}$LNDZ1EJ^#s)ees0Hh+I;aCtmq<&|r!gog!&|d(xGGAkj{oh{@yzM5J zk|&?;H*?{mkp}(`kWU{!B7myC7g9LDJs5?AAgD6GfpK)!%FfMQ*$pOf$Q_UB1Qj_D zs7#<wY>voL6JJ6ri0mcMNIe_JKP?9FKpQIxpS7n} z!0?avZWG{-vfcdLPl0JXE*uJEqn_J#*27n*PWmE0Y8v_a$p zb7&Jf2qCPt99{=BZ@fK{O%OW1CSW6S@X$5n<}u7dPY;R2CHob1qx<_|pqk!-k=jdJ z0QL)TgCU%VBQaCmrQ)+6B(kp$0$dN75XT8|zKD}t{C+oFAosF>Sqc3>M5$%u_qj~3 zj>F?%(LY8tuMfuw=Jt~0O&6&8MtoH!P5D3D!is=`>69mMWI|TGwB*2#>*x^w*lrwl zMa0LsmL=#_)wz4T%DZg}5a9RoM4N`}|? zUEr^}6Uj#wpx{7Y53(q~3~{89ESG&QHYk1nVyfQx*Oqm0Z!!PyKda;LcVjbk>y8&^oaqLaLtvit4LMzE*V znDO!BN0!-K0K?$%lI*L6RNL`e;A61R!vu&?Mge4p9r_L=GrW8E&KSni8TPXH$B#&W zu5JyrTie?k?oH!dF*7rohJfbL4|4+^uIrZ$SbDQf9VzY7Q)G(d`sQ0dO#eVvh_?Cg zfq?r14v-H}QN9ioGJ6Sd4h=|CR z+RmcpHj3m_#_Tf3T#{&#S|X6p&?TxF+%~2gJ9|if_XPxilB%`q)no@1mRnOBByJ#b z1)ku-g6{81%6;Gk{`>cDE^WpCcHh2tVafmOLVxxgeMQW{&+Rf(CbzD(_5?VWl!XPr zb^`#|)8({1y3-g7dJWFUz$9bIeE4D9^&zVbee--Wi_n9b5I`U3mD z4#1c7WYO_j7+KH49H?#ps1<+t5(v(Ei325G&rPKr(O^|$bX^?)cwrO@(}VfYP^90L zk*#1r-f3unnxqfin&gf0$LyWv3gA9i>g+XFw45(32?v_lp@xWq#9^74nJ84?cUqU! z?{!o@b9+KvxaXd^ENn#}ow{-Pcl;}m`p+DLRa{RF_phGH*rpZ9nV3*O(z~M9!N$fW zb$Z8Td&B}bDNB*lMMboVlhF-bO}lMP8^tcSYmR)DuTa7|!DrB=h<~lP-z~EX1a&9m z`vBNBo7IKY>a_augHDaTZ4;;l(RuarRKjOwX3{?I&FDE4HZ-IIFmIAD%I-dH^}Btu z=zDYT?`jaI^Xd`kF*i*6NU`AmnrY9kH=#NmL(FZvv|AX5;qn<9eh_N7Df zF%l>)Aj41Kpq|QoJbXDwPM_q}oit}%WT6^P>e)>cwjZBy4j+m%+KnORVJ z^d4t}+YQ;E>G<+2)|5b~cv^_1Q96b!+Hrkxj2pHle}-xCh|jl%1T| z0ds?TZ*pu5FCrfENB2#9UP|#Z)ds8 zHM-dhwdevMuCf>ee%b2FfU75f54gdRL>sH^pRRm`p;rR_4ZP<@3~xQ4sdTVl8S<8) zumDDMHZJ$ z=?}nTgvN(h&@;ZV@lARC`irfRY@*v`bYeaX*esCQUw7XCIdD*U2$=U6v_Qb9dx3bY z|M#Qh=-M~=^Jgc}_JDLFByE6-hsK8i$fRQeQXot~Ro=^`1Zn6ZYm%H>-&XCRotyJr zfp@0iw3thPX+f?*#9C6(n&EeQ0YXp-=nr6M(EwX5;L+a}W(n*bpkF`FS6e|oI8=H; zs_1NI68L3nfba4EL`_Vn;j!q;f^N<|Ef~zrtxSj5&3;|rq=S%=nB;;24M<{Sq)&^E zooI*%K`d>X;Er+N+OJ!Q+`a-nVnp{7NTL7u@x$KW5InWjV!hK+qr_LdhQFqffQ9S> zQUO7L|0gF(6}-o;+*9 zmx4!d4lU<+%7Vv;_H{&{xg>>eFhwES2Gpc`47l%{4lBYDv@N<8O1^ztP0GEa{?9)b zI>!OptTHp{uPI_6NFXQRLIC%ROmFxB^z3>B8MD#g!Hyfsf;aLmp-}MyAmZd#g&(*b z;}y=;y+0WI5dbNR8$7_4h%&nS*d2vmOf9UMCySdP8w_R`s!QEGm$;Nj1MZyc>(`Jz zhbgfCiRjrgq_OYB_&z*rHGq8Bw{6CF$Qh)|m?d%ched_D=Z8iKAK)jO+44=0@w;w% z2D1&2Ay{cDHPlk1Vx9yH4o8rZ_Hip4y>X|IeFEw`MzJClRPki`LCkzP>h=gJISb<} z6*HjC1VL#4NggNW31En90q-x$qC$(lsvk7Xu7TmWXxEqnMDaoWMl2~dDI<CzQVE@1WHr_Q=^0ql6x26Ic-S0A1)6=9vSFAgO<<+cJ39TOdRPZsQU}@@+b=1&(<8%J~L_o z#ebolsQ$m!;SL=Es=FLR((6TgkJK07%qMGw^yEa)R_m_Hgw-mMV;BRE0rc|8CbfYpavs0|Tunke+ZfP|iU-&O69 zvjY6Z#_|p42B80otEv)>*$5Oy$8uKg4?LLk>)A9Pkg`_JSp%+7hC!(SNoUa0%HHrh(z1t}HaY|C+gNWfaUTsDaeOusFn#@mLLq zb|#_Y6eC+^Cnh?`9*&-YCd<&1mx6(y;RCv?V4E%E6$83x46g#d;OeSF^ zGqH&h*2}&5NeZVmz&9J^A*pYH#otJ6qC_`t`3=9lP`2_jq=N07T$J|0 zsImoY@fFM;cso!+L#C4HG(2c^=rlOfJbn6fYHEtjW`+rJAVDW(2yp0oK=?&Pp(w1) z@r4ShYG9(EcD4QBXYG`3Q2qe3D7e#vOKD@lrlOk-6)LY+4k3{FJ4PXVk`U*r9aQOa zd7w=g1=V)z>!twxphq!1=K`QR2z4()@D2Mw2SXbe5}?^NH8aEEb75PgnBD=x5=u*G z(*BbufCTt}kBhJG2oH5-HU~Zv3%Eyvf9?1AwkQ=d5xD*LS_$RnXvQ08Y5) zNk1Lb?FJ0`Hn+`7PVPDIq0NDTPSUju;2Ct|ut7XU=xo;7&Ua+-yFk7~?mk#_2IBN@ zSmE9PV+9oNz+O)WYT>pS^v?c*%@1(UbAl$X@I_@DyTt$w)U5vPbS(t<4|Jk3b}QO) zK&tmFHv!^L zBfM-RgIeX_I1Qk=QUJudoc&dW${8?!kgW`LQb9F)z!Ro%n@A7LIU(Lf$0wi_wsvOMk*gUoKABrIYQZKZ%V zl571j63MJ%Nk^zv@m*y~X`>1T_j!9{PAPJ{2Fys>`JgnFNbWGB9V(EmgTz3;I9Fb@Va*laFh9B=scOK_>g{ND*^)C~U6KG?_X0_TS=GQOmeWyA?eup3iYEqaT z4_aiZ=z7>(Pm$&_rXR=4?<=131%adJm%#RYDf)K2whcINc2iMj?>FL@nD5`BUOUaU zGDyx{lMiElQH~8=K>_UX6&8fA>_|<`1oQER8~uY_))Bz*`-#E#$EFs0JjD^h@#f5( z2$j(b4ej7+=tZ`|4W-3}k0%_z_l7-60=UhInvBJK55hh5SG}L41w)VEZDh7Ys1ahN z;G|JfX_rUe`0u8s2(9kV^jQd$119a@qnIofZEH z)C|XHsdP06i#kyezBInvvpUJMd74tGTu>C7iP&a%c$gN_O_02-p@VLRbh>g-8?UY~ z6;2iMMgQhIot>d^adDmU6+Z`M`-5R30z@1-Lrg(amcpJ5}33BwP&)=g0X-*XUzA!W*td;c==uL zQ|9~+jfECJUvC2jLj!sYP#X{8jkd|dRVs?}AI&5Ooe*g{1|k%zfSCMhU}PAt`_bK$>#N z_RN^HVZ%CI#6|zD4Orv_I(j?DVel$S|HGzS!J?Z$Kiy88n&AU#r((g!tLAT6ax{ zq25~O4LP(ITOAg9D_k7{U3XWfMc5>8EfGc}tlGB6%|ddDuq}m3_-2@Zc7r(Z3(?aN zY5iMapcr+D;B=}`y};2YbhU$vzY&0yxdN2}wqY1cu{z1;?8xWs3R>khqo%@sZ0@?t@c2Y1T7DvQ GUH<>4G}1Ky diff --git a/_images/a787c59650181716d6e109ad80c25b85cdedbfc881fff785419ed1f06bdd9ba9.png b/_images/a787c59650181716d6e109ad80c25b85cdedbfc881fff785419ed1f06bdd9ba9.png new file mode 100644 index 0000000000000000000000000000000000000000..ddeaa82cb9d210da9b2102a96af596c508292fdf GIT binary patch literal 64878 zcmb^Zby!wg_XP~2pmeu1NOyM#($Xc}rF1tcDP58R(kLa}ARwKBba#Vv!@IVg=l5OT z`}cdUi{rt2-+Qk;*Nid7oa=m4R+L6XdWHl81A{6n^HLQC=5YiJ%%gmSr{HhS_r{69 zAN($ouU*vaEnM7|JcEO~~EMot&-h?KoL@SvZ);tz29joCR1}ZU65A z7JDa4R(kz)e{d5-2N`W=7#MV8=;u+PXn{2h%QJSLUo^a#qUpI-CPbK+XyDI zlc_%ty+1;?Yq_#e|_@f((Rsw z?7)Uo@^|bW$*VXtG&Ed-#SPUtt~v;$4%G)gkMd* zztEiawzNK&kkewxt&x!X4Nm6OfMrG4TX`w2DEqN|1wEHvk_ib3Y;S(kwVYR%EnnQM zPN0T#+-~~c)2ijaYTI_IgX9~ZaZ5Oky*w|LP8SQvHZE_YT=?K1Z?`ArKo)J zuzSl1Nmmq!yrUyK*s_9>l1MS~A7_(>O0KTl24zY8tgS-JH*#H2tj^UtYd3pw7o@vA zBaIGuxQu>)S?ZI&AA&aehKBxkXAzr5HQj>O>9$kf-*XNNVMlj&OqH8n9Yy

%z<8UrXyIj ztYOU`Q`yU`E%wyAe`JR`5E^aip0q7trQ>&%RSUquQK!_a!^Llwp(M&FzuQ?l9GV*W zOP?qYdIgxd(&3_5x_@76D<8=p}Ag>eKb&9TJ>Nn4iO77ru={}-kd@_i~ zw*Psf+zI6)ZcB4zIr_Vc;#UqVj;V}HV=(UQjf#MXawUD;9<&J)BEL(5?DRKzBOqdx zflZ|7Ezz)U%thF@&Qm*h2v{r>BCI_uxgMHzL-u7EzV=@%l~jufg-XBtQsj#SS~&^} z$PP3EKr85u$<~6kHn>So)H8>iHV#AaM~4I@x2NA@DyVk0xu*m#is-7~bM zv2noA5WZaOt@q8k!F@`y^)r=B5&8{>&WA6bM|GdpOTEW=&H5ua(Ue`WZnT(-x1K1~ zusMb%q1vY^Kg%;@sLE&#(A3{--P`ifh1*?eg*KWUgoS55|BOU=d5m;#Y*s}YY1ftA zIfCt%y_OZ4vo?{r~jGIcaWArGLO00BP3-+E-Vu^vpy7 z)X39S<1_`$FCiX}=T0(GuCp<4pl5T+E6{lKkY*7)j%2p$djL-X<@L4N!5;XvW6P3} zG=t*(OfF=FCEnG$BRT+aKkFWLQk+244yevRiQt5zST@$WL$Ru2ppSvu0T-mo7aV$p z@}*gGnn=PCEA9rZq4Hl`9IwZYspnq~v|mYQ{)`I8t&MowZAj_2sD5BHLYFPTBMklL zAbr`mxFqY{JS}5*-e6c5J@x{bExm73!#$2CvTh%#>L9j2EL5qlMEPIzWLeXRA=oky zrm(#eirU>Q%Zl0B4-t1t#zre~J~Sk$LraeFNq1a(6)dj_->vL7db~&(`8;GaZX4zx z5l^W3pmuac({=hyj~A?i*PvpwJ26c3SBKMX%17)f`q}6QN_rWMRF@YLoOU;6mA`Cw zU9_tte|{yPEMeuyRkLyrJF^q zNM~sHocKj80n`O&c`Oxt6~X??;Y?fZdjS-c4x14m8>9?laEBPG&vJ1xrbk2L$0QCt zA?kxkOu-;UU}`49cf92irUpA=#7E4uGA{=u#Cb}};uQY6fxzNf1Ld@j^_m3hoXrl? zb5*Sn5F>lvM1_=#VMLm7U~e3-g9jQ_U$64xifNY1Mbnqx_*cw$5<4Xs>^}4ex*$4I z#R&y~S;BwR=hh!rGZkbNn#sr8D75tEy0gE+6a3U|$kNq%o?aa`!S^?;y|sx++}FNf zbi%l6hPd!?OH&^JURu2HLq+W}cexZ*VBz}vV+;1jp!xZ4>}m>*P#B>cYLTyB67+Tk zch^^DwS@#FN^qI7R9TCgIXZ}QFwXa{Jl|k<)vC8t?@=Bz-`D}3Hf}i7jeZp>oJ7?BP*DX9 z1_A^d|DD-1c4yP&{S0buV-SwMvU`D9e*r#_8UGzFOZaW=AE6Uzzhm(VFK?M(y*pa>(_EQxbWT_NDF`qql zf6Hc}U>}&`nYO!uk9(lwGL*XroSQ3&?3;AqW#<)}T-4o-@X;by*WDSG_aTE`*1IMU zoiatvC!j@?fUig5;7Oxrj*~7|?Wx%@^tMG@0&j?B1StWu942Wm-xKgHV~_RD21Ex| zaPGSd>bkRym@Me0`*NzA{YgMr?qR-g9zxT6AMEY9f<`ihmMuB?y-hh}r}49Dak5MI zJ}Y=qw}bli9wrUGThkV#-lwEsx9!eE|DmNI^XxG!tz*IQfJ+oPH(28e^tvpM4jXfW zJBWii?n8IYAnv_(QZ*+_b{J&i*5f3J4}mLZ{}h1Ld0$~HXxU<{<=Oj$iw~mPAD}T)y6qbYOlT5Cilx&mT+@Q%3**3f z>ck-aD?6RU+MlCjPW>APmb+nVxG(Eofu{POq}SbYH_J_pyDS9+Rn5Vmd1NAKtf3>L zYg=$|@DChKU~476Zm5%i##+lYHB29rk1zVlB3|zP74aq}w00YTz@TMx!*1^%+7`V0 zmf3{^`G$VAqKHTj1d=0RubKBS4=vtlq@q-=%I$nc08z-1tPcG#Hn;o=XQoSnQ-?fn z)iot|SMF0@m2LPR<$HFV`ux-kxl}R z^^6XV2{>mSZ;|^vrabm~R2#C)PJ8b7gu?|YIfUej{}0!8+)m#P2OwgrYiL0J*dP;Z zIONvsxKSuOqMa#~;9y@!FS_jpX>{FEeWT=FT? zJb<}9i)=cG=pQ9<-ATZsyiqa1W`goN5k%usJeHx}YTn`$qkZrpeQw~WV@4c0k!(Hm z5Wu?D(mQvOKFy&+7bIUGB(Yl!+)f2f)DpN7XM21gCdPhhFs53_h1gZoU}*e}!dS*j zNtlwqC9c6lY^2%=MI1JMj~SC)&qAX%BFIw_(NAu)+5y+IWLEl^_CqS4U~iwy$Un%e zWWEscLCDr+)4J*J%W4^0I%Pcn!hsD3#<(0)JD0HZGKm=)!@DE7L<6tmyWDylDlaFW zH{T>jw0@Ov>B4zAq&mi2V{bNR1z)_RoJX{}6u?gW++yN(OVAUqmd)OHLgriq4AFSP$c=|%F80%BwlT#T@iYCKO_44E zq*n9$;2)-ruRJ!p)YI6#9D0|JG0A>og0y<=Z`xj^Pu#{EqG)qslQ2Tou0HhueYrID z!?!qj|M0M-b1FOdMG6R-Q<#0h7{U5xCkyr=TwlN&HXwtKX|Bx6iM$)1RAOFx3-+mF zNWMnz4z}l+`{%W9>I5rq8pa^IJ1}NK7~8PJ&+Q3_9T^Xi!Q3Rg;*qZVgvky`qTe85 zC{vm7JCs8@$KzmOjyk%t;Adw^ z>)oMMlv1l%ZcU{=q0zxi4emX@VT~}i>CK$S6?1 zC(&lD8xULfLoNUm^VuWpD}GG|m9CxGhNSKljs zgmFTY5|XfR7+IiC)WRK}xSBc{t{gc(-JG0d2id2=IOfl|vM}0Bz#_e08X*mu2L?5|*+*+BKIG@$dKi~^Qg_V?-`nCIdi5bMwVgJ}OU@){h%X|{uvPFo zZSAm>mJ00^@FdY7+3;Q8X8_b^s-X`5qJtGL*F(09#`-9n=|kFDds*Hkg_cY+K!2*P zG=;~9-MNok+?wJY!lX~#z8>vE4<^ZJ0z;vMR6r?sWXdNTh@u z!8UVL&~MUWwdPugk*BDlNQ2WXzi9`GuM?#l6#aQjaN1u7yATyUWYp-OQ{ANc)0oCC zFkyOe^`oT(t!k)ZRagq{z%}x4Hb#RIrH}tU9qAdGz6sWH``X~D3Q2;9#2^QMaHS>b z12YQhD-UGj-^m3( zD`xYA|E6I4^c!YqdD76GQaMBI$vg-9t5PXvB~VK9y848cc%DwpXlJ+#T*O6eww8%TRpWTWWHdWHPW~B~#A~gQe2Sm= zJb}z{A3vLUsB$21Cjr1(>lH4D&!t+QKKT9bvO&FIJ1vj$&SSXF&%Bq$B6@L3pk1vK z?>}ZSY3I@n?xdNo1Z+%1qFfia#HqOx-Z%h0N2wlh-2L2Apg-M1D@tDP}eNFt(%lutFCSaH6sK=ixUVp+*8G0(g8EBx%hhG@u7|D zp3y3p6{1H3Mh)Jv&8Oz94c*oE04?y)#%u?^CG|;?-I0Tboa7AW|K9KBrar{?1@N$L zm9ME@87gx+i4R9+mS%=fw^~^+{we5G_DH%P?OhKs9eM+U;na>e-cA8nn!$b6FPh>5 zXlxoHMll*Cx*uk2s`YAqrw$SC*-hNp8g1QGnVvvdQ(k^){_9^C>6I}%eT^Jp+*z}N zb}Eu-z;~r%TAsi2k6}4;+1>^YRSw?3Y~{)=7?1bf*Os+i;fJUcKK&edH{qLYOMuT?6?(f>I9Q=& zugc&ao-{DIE0)vFv2&`S53eaU6~gcgXgc z6;$3q?vq_q`ZAs|j>@Jwn`(P^C{?93iW7tC>_OxN*U+fu1num&*^6sY&W3dl{_UI#zk+oO$uW`bO~&_}^O9 zk(=Ixwx9!cKL3ntPy9jpe`Ar;++45b56A2?EfCv=rmZGvtYe0&Nnq{W<@4}|0Ijr} z5;*Mp-C~8k8m#RZ*;XfFA5ejcR51g?>K!94?_-pei&gfq>Yj+^AXa`5}9*@m6J^4&I7=H%yhTi-ahv63-FWXY(c;}S9IcEP|b+<@>rSz{X z%+ti>QdpUWvf>qI#8ZCZg0y#z6_YZH{5k)$R2AVgyUI9hA<<^^nJln@A;VPlKw+lIb9&IPM4+7 z^eeeRPb}6x`cvydoI6>mZx5UE`RZA-;XtCTju>@bvt38G_9YYHWwcIv;jsjDJan31 zWe)W!jnpb-OeV>tuwT%?u+yAaquED@7bWlDazx(HMg!vu z{!|xLtWvFPkEn#~31*8Y0{+_sa02muF$$bvVPRb3ni{vOGG#iuPp~6%93ENhEDcnJ zjaGegpo&EQwj&Rki4&vv7^h;>vCd;&;e2z;7SU}dQ{=29A{WLATuMCMr7MDDhiI3w z(NT}k%WtVZhdFU_Kp_0c)ud*1QiSbp=-%Jz^h*B9@IZyl^4nkNKLQY%`tax$%@k$R z!Dh*p0_XBngt7g4pk4DnfR1-yzV6p9Sq6!*g7E<<0eXNsnI2qmZZ3D$n(;d|pJ`oY z<_vV)(O=WlfL{CdYorg6p4=}?^z^x6^;&(V76bS#$9JUx+eb{)Uv8wKkwOt~X6?ZBkIdvvnAlHFPlo}$tC$~B zFX5|{Pbtj7347w*PRB8e2jEBL_>}SLaeKBPH*c4FxYc(Qne(L=0AeI)Vq+dax_Nr% zS__@BR&hd~86`odjdzr#j_@hMLQvzdWn&iYmuBW)5P@^;54W_TW~LzrxIle2ux~p1 zc(oV;ek)TD8T&fYWrW42I)0@+Ep<+UdP?kyCzi*D_^yEw=?I)VYnuKb*|_Rft-Lrt z7n`S$`Z4nm8F_YAK=0Wyh=9(Q0cnA}{odjQs&%9e#XF&|7!j_8q!#?INk06!h^GsW zh=6oY1g{c#i_Ijzeb$4l(l%eLeX1B)Z|z+gNe>QO47&-kG$YkF+4kj~osTiJAQj86 zd9f$*S932PDqLJPppN?Lk&!)B$-#pG23}X0WMIc?5H&VFt_%F=)dKqLcTyI&u8NFr zopV?ng+j|YE~-9Rtc|0^G%%bv15X;s`s?a9ms^?pvfU|J zodAA7r*a?i=J_`_pr^k|6?ALn%@SR)Xvp|HL60GB0#?JTtwV?D_92t1xd(PmtGoJ? z7;S}f`D|&Ew5!{jC!zfR0OTaNhfYIV`va%~V@Fyg*l^aIeBzb=vh(SKeHR>_otq{3 zGs=l(q;koUPpck(a{-Qqz*t{j5RR^Ze<>~Pfb*B#EqN+?#LK`wMMm%!^cArmHPKQ}V&(MIDYjtd zNba}l02IzU4KjV1W$WLKuKZSyOmg(~HI^Lw$dhRM{c)WqdonOj&mmUVt{TcLV2kCh z|Lby63&e+F`PV2?{O-9!4O!6o(-_KU!8_x}*H`aPY0ZNh(;{#JU9dJ>jwrkbtSc|+ zsd(P`*U+MNGY*k#6>n?ly%0;Vf_;DU2L_F?|1XzU04{RAeeIi=ba=f+4k2M;mCCP2 z^_fR~lS`np#7Ns&gWCdTl(PM-jf3G!36E`{GDFlg`0|QV%H21q?muEQFEr_ddyuMc zOVRUu(oY2qtT1qCgKvEx1$%He<8@i(EI(WZ8?%FR+f{K)0nDv&n+ri9G_b9p_<;A& z0C{`x;?)xb0Zo@5FVF>nqJwn6KKRN-cRNJd2Y5J8?Gn^(}3K{)(}TE=Ns1m~`5lGQ)@_RM-?hXjQ$C7B77=yPK{kTpIov z2tt7_vOH{=+SeW?hlK9A`>5sW_PxA4-Bu^S5_l7K`>8(gP)N4xn*n$x8?6pm3!CtM z{KVP~-g4%f(iQz(mCIInxGUAcH*LO2V+pXLylcvdk*Rg(iY!yt7B=1$HDXn&^Qmap z4F44=1J|JWTEC)>X!9auL0{tvr1j2FK8=78siN#}>%-hMZc!UEwE6*<9g{VXw?2k+ zUdQVpFiMPay!r%BTiXNkGo1t_k1SgiTnN_s`jt7ondY;N8XX=!L_iPKUZP8bVjmO+ z!ajxIOvBgT-YXgXYHG2@0tuUwXhfvA+D&G!WFZ3@6;4d-&N$_X->6Wn-b|OLsq>4Q zLw)LBJ8O3VO}a_)N6$nO&ikxLRqrL!Ds|}kHqXp{1$|%FOPRy_Z}Bj;vZCkO!CtC5 z4BTvyl%~Dx>bf@yRe@-j+m56f^}AR=y42Qq!r=0wLA+{}+Mbn5+wOK}B&^g6YSnX! z^KWEgG8KH%ZQYf67)Sa2!N?E6>%jF3m;9W;U17lZV$xC8*Q8U>I>o@WYLWA9| zMkcR4$KDgL9wUaa<{~zS$-$e33-yB zT~f&gwmf?$|DMt@&iMfnX=B%f6@y4Nn(DJ0H3cchXUx zo0uvSb<6yCsedqW2Co216TU&0%ck-&OTj5be#F@P!D$@zm7fY$*Wb*lgDT^bGwXj` zX{(XGzHf7Lz36;0Sfxg#N6cYPEJ6QcVC{_8pVWsaD4M_fDLdd2KSSxO#XYV;&qS5o zvx4fm_b-dBRBp}3zZHO@))Kv4yB$w$kB0teR?IlRK3Da$u+JK}1;8VkIJNw=gZ_{@ zCUpT{6WAdDpS@)@p$&pV`crJnK*6LDgST(I`?^$ZMxMMhI{Z%c>}$D1CHpAW(~wFE zGYxue4V%Q(sQaq6=~K{;uQg1+WRWjuipkk)30awf4Ew59`{Q1lQ-2L#-=w{W{7kd{ z>6#zX;kAfK3-<8A{Vgf#h`8LaCybDv*i@?`NHGPg_UDk%COjf{;nu{qy49@Q#=(B5 z14J_|_sYJw;01ONcM2aV4rId5qyRc0LLHe(MszdJOCHg`6`y~&hpK=14)~osaN+BwH1t2|;*3G3MYOy@_3Fah;IyRHB=xZLgXcI}r&7?5J}dTarAsL846LnC56DC zg|E{^Tw~!+$(b<P^DB)cM`U?5JV8t|sYza>5SGG*`3>c2?a} zCzNa)LUd#YYlJz7-ANqYSFgZpm%DLGa&nwhEpn>2y@{l^e$*J+2(U$|#OLjITmNV_2B*?TPsY5i zDHR?>NP{x`k+9-=*AuvQ#9wh!K!2GO+|N_YfymOk-=*q5U~&eY`yVC-tGh1cX*&PZsQghFAH$|m*N5?G)AY8yEhF0To&L6BNsTka>_>3I9P5=8eH zb-Z$Z(M9vZ+r#zM+53YViW(vr7~=fg$9sk}3l{m7!0D&j6@#CTmq2gTuj^{Bf}yel zMZG*pyjKt}AjDQ8|5AD^>GU1ia%vq)T6;MN-!3CPP6W0q~byrV$d+cP%Tc}?cj^WEubIvi~`AE~}A z`71sNt%<3Wv{Ik}^1Q&;>TzJdOm)}XX5awS|r_Ps20flMDU${w7mmY zoWg84*t~$xSTK$Bt3z08gS6KA39<&Y0~r}(S#Co#m74P|n?5z(S7OjPUFiH`TMT)$ z?e+=&yH57;gtzU?0!(6o=}T`VQ>>s2xbj8;iBavgJISlQ!v3tmrz9GQVG;vJ-%I~a zs#K)}D;FJ?LHp3ifVR)nEWo4;5edfRI91(!sze8Z(Z|WDg8@s+P%HtS9o63T27Yg! z^Nri@lQSZB^E(eZ8*;gY;ON5DZpA&ASZg^Jom(0nCDx>Tj}>>NU`{WjR;rOyK#Aj! zT)7f;$}qM6vf40DQ|iEi?GoG|_k2!&-cpx_W=Z^#Df9ftTP*je0cdZT5HZqzB7q<& z>k+SiOB-pNQE|L7vWxW-F$lg|)cTQt1ZW)-<#}k!(2BaH`5DkyM|Fn*L}Du^^Byz3 z5mBbaB#oBL6?sSfy@W@-A?RuR?g{pD&h|X_L&yV#L5 zWWq@l9vERBJ_Utuemn70jRdjc%-5)|@GV<2mk;Z!SGSwZpHn(6J{PQC$r23lHD1D` zD&OW%AGH=+R7jAfg>W!}Ub3ZS-SfK!W znx=Acr{BEcl+3n37_kFua_ivle)|-1T&K_CdbB*`aQDsNy@updD+5}HJZ-$q3q*p# zvQ1mQc4W{Ss9=D$V2|5=BR(8QKWd8cOJA}RdwWO}E`_?D)zV7yAf%Mbp| z3)3kY<-qfLMfP9D%4W=@aXL{HtsO(HTFLc^heh>USgBPxi~P-n>f0&?TqCP#T%fPH zBA*?%+yy!sy``AXz&=1~SQr6(dPgG-;FGG1y$Ss1nYIolWdt|3D`lwEWl9bW-ZA0b zk7w%eK)cX0!Fw}d#BJWt!b5xFpENe1F~eC3aVjYf8_+nh_I2L(o%RQuUTGqo4~FUi z0DBM}M;aqOm-unt#0hnQIM98QF^Q3|w0&`U{gR(_C?li6A8N1~UG}CZCrcIwy6~Tp8`PXYbhB z+0G|nYL*l|%9%BZ(;=}{-AU>Q3gZk1KE=L86`wz%?sNxr`9uzHli&6t8}b1>^gi?a zp<000lk4-!QayaIDcmUd5pKN zJEN&UCeEk1&aTFRZKzMM0xq`xmJGlWSRHLO5awE8@BH=ns~XW#YITVdgrZSXTv7W zF3-&~NDgX)Tr26J!Mm@(I-1 z%9UVI9FZ0)^h6nnU%<{KSzzWmaBU@_W)~_wF48pIKMhwq(Cf9QsX!^`4IwN*9hZ!^an+UBYD4MxDDcu`-qY*wCRLsP5wckKNAo%D6JJFUbV;VF6R}vPcBpfVx=HrK zD4vk}@j^%3JQIIrzpadUML;Ex&sw)jAwq*L{E_v>_$kCe^1Oako{mjvr14V?W&;bi z(@lJl+dL-blYixcSMwdBH}U@y%a8JuHKmLCw&z+V(xp^}7?xzXQKt?0JWp*S4Ehd? z*95;kKN}hmJzck~ySJXKK&^JZ#Ey0ziy+l^gf;Pobd#8XX70M*%+a?IkK4!e}lRlK+=4u^z(F*~=H>{=wNYolq(YoX_4Usk6LPPy|yo9b_8V9Act8V2P zoUk}{dxxH?CIk9xb(m9n>;iT)@6kr*;7I(B5{T+pz&Y~;C((UP>SSdBzCu@!epht5 zEX@l#AOr5;c_y=Ge4+8G=X)OU6VgdkGUqke$yl+VCDqUFX)$yUD-nKF_L+#?nE^-Bffuc#8xA)0% z6S=;q{7GL|@A%X1ue{f$J+ij|uAWc2$eevym@1sZcFhrOGortZQw-7bx}Wx;VSPZo zq}O9q6wRt80>6)4V1kxl|JR0aW*4aN#x0v~R?AQY?ms2v;`FO-lRCS>SJ)-pEFN+2 z-sv=m2kD`*@^*^u6Te_14CoGxmad77X67~S4rdHR)8{7_6G=RA=mADAEnIP7p5;eq zD6a<&F?P*=HwTbw0_|QA4CmSAVAB;_G1rT-MsSrKyvuV@ zcurx3o?_I|4G_uy132H<@L)Dh7O}?Dnms#xPvy-mN%+vc=(DTBijkpaMC#riDraAG zZ?T9y(0Yo0d!O=FuZ%HXaL{EEeQjp<>(jtO>5NW@?rbITEiC`E6nvfQ%`R8r*1q${ zTCjb%8Y|UegrAMxqN8r`Ir(l9ZE?k{F$Ue(;Pyj@b(YOXyi$S*56|_px^S3;WCQ{$ z2OQ_LhaT$zQz_|AsP|NoO-5Q85&V}{+L1cb^_Z!PSc*w-jr4sV`WKIyyo-b92{y=B z@if28E@Rf-Tlz42;rI91PQKRpsuPFUI+J2I1%$bemetAl{TM4q6qc7-Vc5-@g9^}{ z?GDMP#*r3>c?qTT=3e0rc0aef{;UY6-nW6*MdJVgypDHx4FiRQQ9gk z&-LR%qkNLl4b+2qc=0gqmN`O?Jd)~FTbqccQ0r)`@t)MGLoY{Tvs^Yak}Lx;X>5ll z%~QxBTVKo&>z-I04~}P)YB}lYu7K3cXL&qc?hwqib@-K+ai%{Xv6!5;MUY6&e*7mm z91Ysef0sU;cb}G*L@M z5x?$Di`p@v6(xHAXcTEJaH~4I*?5^Bjb?p>%5kqzW;q1)74kBuC07wm3kmGGh1C6 zQb4JTHEx^VLHohpqH*$I5(U7CLxy#3>45VN4nDQgnvHktOvD1(k6TUOY_=citpk9+ zf|Hi%F7@oT)l1yUIa9ot<#r8}=D&FX57E|Rj`U}TrtyQfD#3%E&SUI>A5K)YE#j(Q z+uv9?#ehG2P^{9mwH#BxuDHleK}MzL0yt_s)0FW|TFGlw$y$0u0U`g3TnaX7zu%RZ zn92?e!)MCy-Q*j3A~C9h>aCfl2A)Bo4IqUI$FIMn4-xN9`pDG9#bx5mSmRR_KLRvr zG>)6y#96D37guOKPs8CQHduMV@!6*@!o*!zQ*~;}&A+48-%|@COLF==KKH!^UkkxR!_RBP6o%$9x>brM{_@P<#@j zRSz^vhg%{7&fcbIGV3w)D}T1_nw&%hI)#LU*18pB;dFo z!v#n1g-tUulGb$gc7Pho1RjyuWW8Ss_7hmCl6fCcJTT}D^>WRQfcMm1`-dvJNsj7{ zY$S-^Ip9KqFebh;Rv)c+ZMxqsdV_|Vmm|Z}FF=N$x3={(?jGhqaFPKg2a@0Q+yQHD z?I)7hu`^$TLAT|=ZTT{!*(^xp#PfG%eT;Ma1 zv;{p?^9Ey@LHpbZRds#PbV2GGmIHUlbquysc!fAko4a9HyvUU7r`ifDB(tO+L!g@UJ@d)kK6nDLv8Qhl$^hn zEzokTNiK*19qu6!0_z7hRwEq_kwZ#ROj^S;pOdpR5t;UHay`SEHIo^!esZIQ+s+bx zDU*41bBq~Uy6qU2UeYgivv0mncXKRD&b_3X`Z|XExsKKpS*$UnPYQKdul@9pRjrvX zJ22!Jr(#o~0Y%q1V(jC+LfMWOL>+oBoyngI`7S8&tZ<$${JXm23kZ5zMUI-EXN|px z)3m9Exsn8lN$|e?8$=~aI5s+Z^1#pAI)aoCGwQVwG~{t~2ajQ;^IDY+2rB_S%vGwn z4pggsws!kfsaJB5h`n!3-ElR0vqnjc9m=568WC3c;@pJS?H1iTN}<|9)IIO|s5L*# zZ`IpCU;(u4v4v9s8l@~&1gW2SU~U-VV9KZ%i>*h=L3qG)MC~S2o4e+WsC`V>3)vY^ zNCi~Z>IlHj+0f0|!0yg5d7$0p z`*{;)N{2N3rTW4{hr?R6yF5Jo-pZo>&))|||Eoj(OCG2g(|=MS5gpb7n$YU}T6~-u zg4^i;uIsY%mgfUwFsgvBoio+9Dka^)pLLo)dy8%KPN^AECMv%(AM47AkF^+gXlwtS zX&PQKB=?4$h{~RF2pX?Z=l9!e<=Szjtg0(^y*e5{%hXoUNOJpeiZ7y+8{YjV584Br z>Cfbkd3jYB*0yjnaD($%=Eik>cPaV8yi8y}lLr$YlZSa9QeesF;2n9;(s|Ljzf%s^ z1IKepgucrUvy;E18R%U|6$Y?j_$!X~Y4IX10jgC9Y3(=0GPV6fWY#4kE5a*>Nb7f~ zXU)9eXk|dm{hpW=$}v_gxM&VnER7>(l^kpS)`Hh4f%NV$6byNb?sdCxK$i5<`rfRIbSvv6g9u(Ug|&A z`aTV3XIc4W!RvfUbMfk%@wj{iLryz_rn}2`NZz!({987Ad&Z3lEM}le9m^#&Z1McI zk!A~62sW?^c*qaqQi&i`c6mSxtgIdxA^(|4Rl`$LZj{O)BNZY56>ofEo}k#47{L1G zLpGqRw~!h1PH^|0-giti+wVhg5kBu^tas)Z%JAN8d?MS}F?|?(3sWhUv&+&I?|c)y zyqp7&jlW6>(`>BSpldWrO_g4vvIbQ%yHef@=Zf&!#Hosg#Mp?`72yODLjZ&=O^(+} z#}+8#Ef~GVU_ElOKSlqbi);;z>MzE;sFToosLF$-I8IK6&N-Sy*> z&qMRb4ni2Uu~ISSr5;~}X&}M}gX?91#R8y^2j{PvFq{HuSKI$X)mKMF)xF^&VA0Zz zpfpIAlmgNvh;(;%$B0Omw19wsfOJX6(2YZPNH@b!1I)nOgWqr6yY8$t{{V}#_da{S z`>p4BJ_Y~LCc+BczsM&*^z84m0g8#&sH@nQQV8qX9lHYA1GT^?gI9742|yV_pMm+F z^(5l;fYmIa?9oxExLR4~LfqJKc3rP+wG9vK7+RqIt>^+j$Z0iszqWSrrL4d_&LmxHu1OK%<5QqUcmsn5bLR#@2K7vSNK(7qJ4@Bd#&7xiian; zP~&Ccf(JXf5w3B%@EXnnj>)v5O?Q`4@2=!cUz)&*ld<=4d%L!)r`o(IPEULJ5L!>>^*D>^j&2}9c_*at$4LfEO^Dt)SCkc0)#}ZqR#pG_l==}+V3L1XAAOATwmyp-**~&a*MZJ z%CB&tE$ng&PFc$N zb~Z2VavwiYWap3!qX7S2(=pEU*%Fq!F?#UHQWpT0KoP(&o)a{FylMMbYMQZ~x_aj9 z*=9!ms8|`hc!a8=_kHQKjzP1GQxJ&``?53nt9Ivdtv-H3oXJk_5c{I(m_po$e!yDaxY-&!1z+kaVJf3_S5##ingO6oyR_hW^C7agb4&ixdk(c+SC ze|&wHg4ME83I8}^7WbtIq*zeC<2g=>9v1I32H910mxY_i?!33#$SHz8;!)WNbBk>7 zGX_tqe7Z0pf0Sxzs!J-q44-t5cC9!tD$RTUs?rg!A~{V*kETG}H|m4haJ?X76h_b4 zZ2M*OJ$7+$$ml-%NZ+rk^f61gx=D7zKldYFHA|B5=zH;7g7G(K$+3bVFSGBcCLl-^ z>Gc}VVDFrW)4^y&DY#23ta@g$gL`Jk(gs(0{z1TM9+&v%w$ay@-lfF`qQyc7*ji6`# zArKSSQ~dES$Y6lis5t}2?GppN<%#hz$h|w!ei?M`-iip3933RhMBTxMaU<8f+_Xl) zC?o@Fk5f)T*4V`28YjVqMD!QM(2AP>Ci@HQv3zo3Cy?TtGZ9-V<3cB)yA5`)%i15o0t9UHw5 zvso;K+HK+k+qsq0JtxWj{B0!B+x;oRuh=sL$j?VshNX>8UJcel#zOemvhPPAZc=u*q!Do3=I2I7ESqd7}8exMqH zs4sGJwmy`OUSHpO6P9UA>I|7#T+_a8{useLlOftqWXaU0n#eioCd}8q_ik=^1dj0~ zsy36-9!-VF*plB4pirdp7I<}^Jc(%OJUrykvsb28#gqgvYAgrB`F~0ygU;bk@Rswe zznSKh#2%PuT`w3DfloO45UA01<%$PCQ<#n$o>`={Uujn-D=E2rZ#p%lb%}Ew&-n4{ z(z@X5Z4VQgzPwDyn}^+}EZeD(Op`6-=>#pqvl8tqk_F^&0ME}zhkf5fv*>YosB40H zIkRmgEu1pM39#rWETTh}yMN8(3bf}w(MSCKwffpG@xkGnP;=&;dpJawY1)haZS`EH zSDbB$2CNeuEckKd=OYmn2AxA&#UI#O$P@ng09g=ELsBxb2bb^6a82@V2*%?^+sWf*fhcNJWIm{&R$T1PxTmSc?XxNMeHqyWRm{yD8lGBY?}!mURRSa@wlj zxYM=9K$5^FC2e=T?*I)9b{V6A-W*;sv`oKc<g41Bc6Qi%r;InS&U)?pbN*({DkM9;9IjqC< zmd)8nF<8LLwjnV_ug8@Sm_cpF@YSf39$&M|JF&V)F3r<#C>mBvGloOCW2eQVc8?Qv zgohO`Np>rUSc=$|b-br!PYCl!)7D8LVgT z;_-#i9`r$HzLK93Szf7hbj6`93m$<53mr;*kUD&z_WyGdS3lHNDrKou^jo7q^9z%# zU-P8YaRMbPKkihOML35}P%2Gd^#gFF z1GU3S%xO?isfsqQf;Y6BY~niLYk)*gRI{j~EeB#$>jlBvd`0`+nH1W-X!v{c zl%ZEI6`(Ki1Wp?6@Ry^?)Q1{2nqQ?d(v@So3MCzN+`Gz5*X4ke7-s8uS=1JY^X*JXn6KrZJKLzlVOBB zumS|@e?04mE%vLyGSl@RKZ}1g&bxL-k=uJF91plQO1rL^*>iT+_+wY9)#pNtKKWAV$i@78jkoEPiBiFV@ z(~wsKb6E4UflA9}b8!W;AinI6#HF#~ch2lr1>XIUvi8)XBK_k;XAK6wQllOeGEJN_ zLY~!JLhxp8Ii495d=qQkItb{NK?t^kbMy!AT|%itI(Bw;fc2lPJTYMVY%#mv=$lzn zVuikek`q2j7Q;*Eqii|9BpD~o6hQHFIHl>cyo1} zr0rr4T-@b~_4<$IOhmwXi!J4m)6RK1LmFMFKfl!B!&Nx!LgMCi$3f7wTKWC4d#XKL zdiWAxYjKJGrkcPGxoJG0i(5z>Pr!tX0A^x;o7vy2K#_C4<}4HXX>w)M`cX6v=PVet zWM#n+mE-UK#Tc zk~6NZ&4hm4$wUTS&J>V&FTQ8*0o#f9zy;{?fWqEX^R1s{MZh<$%E+QJ)9c^f*a7)r zUS|63uLv@&MH;|*)But>n>g&ASwqkT;OPkn2e32%AqOXE^U4S#?T-!hln*7%M}#5S z)+Z?`<%R*TopP7TQzGZtX7Tu7ouFuGVzf-cy?#{KbhuHtIV1P@`A5oHQH2MR@Jp+S zJ%-V8cdENXL$W?uUjFb$3h#toS-z;i)_=J4W;Sf&yGe#yYbKB!s&k=qWc?s4&qBNq z!V-Fa7va^9kH1Ir16|8`iD^H-FW=m0Z?9fp;7ll~U5Q9-*4G)q-jlcY4LO%DHAuK; z{QY~T4_+fB_EY77$3gpmVspeFqvussZ|<_gA8_Nm>%*zpJUVW+6~})})G9GAieYB%-%M|LCwpV`d_jnEu;@WI*Ihb-)a;20EJn??pdZsv_~qA{-i|&W}yFk zYFDZPG6Z^0Eg8=~e-ZjZ;a%$V2&>f&IzYq-@UGF5pQ~eu;kz|Guhxl`qVG6OjNj4Y zw^ZZ@m)*W~S4si-arA-%z3{A)M3p3`sF<$jtSL}`a{4@mJdk^kT(4%%3(G$6f#k_- z_bWPIQ%9aF{5aW0_^znWHbBK@l_v7N{`$tkT$Qol1(v4o@A@4f>Vsx(-YG?Ol}SS5 zm5|+Ij{2=1)1%Hp;(YQV3ko93a*QjXL@^0Yd$|JBagK}RvTZ?&_j`^0*g;zeeda~A zSBjQS?rk@?qX+*^toyi|C0~|Kjp)6-LQPHF#?4#heA$)JDhuka4)cxxbbUimJe@io zlh&y-h#3Y6@Y96Pq=r%{o27oFKvd)~2Hmmqi#Ijd3k}D<{1%7^zmoS#7HRk#yH5Ah ze{7G|NJqB=Ch%5T0611I&ipc(E^bMYbsr0dnT73f%P$Cs^b@BAx{hN5I|Atfgd((K zH?+)m?Wje6?8(!-m`Uj4AAR(WT_(%t?*AuBYybojy1VTQ-ZWPPlpUWT!W3@Cus5ya zxW%aZJ39F7r%0btqUs9P4E*I>AKE=0Ixg8-Oc&S&1e=jtR-Fw?q z%GwaW-pNgv@jxf3aeoL_pR@wqv!x1tlM@61i#YEXmt;lerGYmw8n>ozB5U@$ZdFO2 z<;%kHxXM4TrDYD_ zzV?uUqb)co7?MY9gNyAX$?Be5@R&B2S3+SI*;h2~!5drOy=ipqMF_qC4}ehM9}^35 zJ4K)-r^@n$8M&EK?wyKq1#12rgRGK8q<+CCIAdm$hU>t$x9b4W-CSdl*B@Kc=77&+ zW%Sh3S9dOt-_Mu*)yjkoDJ5ZoEg0(=3A(b%+nxwuE0NxqdkEOj5Eni}7%j3@s_51>`pxvqDl(OM^Pbnu8br$n7$bM}0uxv{w zFFje98d*A1PmH?TxM%>bK-xJ$Ah(IzWavQ(nu}rq4_YTd4oitRrs03O-`Pka^47K zfdiRp)6+Bt)LMG4N?Pdm(ng^GRNWSvbiupS(pQvMq5god)^)#nsVPe++g2o=q@2b6 zgo=Ap0;VPu<@(u(bkT6D>P)L<&V^pGch!_$H$_SeZYpZzso+ zo%N&nl87z5#T2w&{LV|y5R~gDzIK@p;ez$eSheR0NxNU$ilvyW?ZPL{3nUqXwg&At zhROpuz}sy-_Gx>k#((WJo3|HyyH?Oq$ONIYIhn7kL3Wd|I1W zxOm=%L9r+K{GSIR=aJ>lq^;ka?hnO(j}^OKcxI1H-WD5=n-WiDgx;a8H8LN{$v88U zMHs86qa;zh=b8vcD3!Gz=#O)9elh2no~L@= z?o3bfKQ#)4I!g>exo~Uq;KzY&vFoA}Di-J}n6c=bYiB(eO8Obn=4<9-hfFNr1UT^V zo=HFJ%I*27%Vf_{tA@98RQ$u4X!dxGI^PGQ){(SS(px|bpj7Lk5u zAI`bWD?wZZcm7prR;=Is$X7My>ZoaMmQ>tjF3@SFt#?(IAXNC_O+}mo<{OOJ-&e9i z?FT-ikTXxx<&)oZ6tvl=yUZr(dPr-eI& z?I*JvbRHD35^CQ#=`J* zYPQF#;JzLPbOjr7MwclIj#I_Bc5&O{VqP0KWemkNa8^`KMx7j~jJ}EZBB17fHT*4e z7o&|A*fm#oZGiQ-ltO*H}n%!uPTVw)SLqE_kOKNoE5 z5;Se4B9@u|RQ!#v$@%lT+W+P%fq8$Cs_f8r>I3*l^ECtS36ZXoT? z7B$N52hFUL-}Lp=m|@%r%)tQV$NOk&FIm}w<~*l&ad*ZJo$9b$-Q>> z8b8;)J!La1KiT%l_^Q%p1& zSYOH+ICFW>PV4xC_KdQ}$;KCzH)&ozdX&mGF*6U42m-La0Q>-FRI-_aiRTKScth+Q1n1Mi_v`t^?3mG!Ilx&OFS(ef1PF9&Fp{g;Q zJo_7ROYz7q{#o&;tMFX-S_`H}WYW0cM2ga{*D3EFsHPOwekJFO1hL}|MyqO%!=E{I4mTCQqKq&8H-NeJ<${@FXciZ7E6@esY zk(P}nCq^A7=BrKfFLIBZMG9xeL)_1aXGSoC6NZ10sTDNs;Y>fKTl1M^q!yCjQx8-B z5wWpgL&saa*W8=#%`h_cu|DutX_kHY;}?8>0dvzaDimeCoq=xO%oukC9t;cqGL3@X zdG^|4UBb-7#KDXC7tk&r{9i8~+18nFU*C+P&G)MtQ1S40C+@f0f_iC9GemJ*YpLtV zhQ}>eaL6BZ4`<~t&oAi6Xd*||&IU*6R+| zn}e{mKEcLbAm=xLTn16i-$lq5-`^01A5vTr`{v{Xu^(-r8H;3*Wx&-U_TI`)Y_y<2 z`vGHyG~e%@hM8{$_ZbO**uKdRU=_bUTm`7vx?tL-`!^R(`f5Bpn3aA6JDq&|sD{j0 zohI)9>^lGB7dBf1EtS1O%D<8o0=6Mfjr<h6XE2>WUofZ|1k)eW+ z4ZWZO!rmCs3-mce|8GML@T;K3fo{Pw&J*Io`$W!E1<9Oed~okGNeCCWQFA-rDIKj- zUim4`(f;~^UM0>e!H-wC9yvA}XMCkgv*Y!98u5#{@25OISzFcD`yjU9KO<$u%_7+% zW$+4S^w_8Ji}c!9ABqPK+u)X#nx>NZ>l*BC*=*0_`iuWtpC{EMZD8aJ&-8v5d;5ZO zucR&Y5rgL$;+^a9sFy0JBk+?F}d3L1}#$UQ+2b{cx1wF zw-(a%CB?Au{TV{Xa!`_<@)>&aor?aIBgd&ey%hNC{KK^O*Idrgm}-OL)pKkc}Z7R^8U%${c3 z`1|2s=Hpmnf8<~W7BfaPbX`zM(ogRG( zo3UtaJspufR{_B3Wr;_p%dq^x(q*sxKe!L@%;qj4GFL6)Eg1zhI;m-f7OzUP$#))a z5^f_=VT%(%N3Qu_i*{w4$*J&3L?%Rf_Jsn`z)i6}HgEu6UOG*lR-!N333uG%AMNB> z=#~biTvbmx7av)dR+A#_?-OAT<04{IDI!|EVgPpI!GBTu17)?!ltY`0pt6dy!ku~S1<*>9`wa}4coriQN}m};PCFi7 z5Nk?bg+<31s_lNs_D>v4&zxnaUtH6fecr~I-(rNdBKLk=e-TGmgEhh1%lT~6NfYa4 z9Wth1ecum!D4+%fS7O-ZKvAT?gS>K}2#Z=>G(Bdp`fO7sFpaaNS=PSh;+~d+*Kj{G z&TipeZ4-3pvBH_UCMNh>+m=^GvQYB@PiPy5%Cn^Q-@R@MNu^H6K32j;zDtyhIUaT> zPMb>0B;CJR04DcOmgwU*lVlPG@Fr2z)y{)&fvfmyb1g_(gQgF8N#t}_XvM||EjQ>j zT61}bhs~`bW&M^J*oVzQXuf2~R8)3)mZQmXNyQ+E8~@I)_hU+(q|I@}2ATb$NWobK zff@84c}tI>v#aZ~PbRJv0Pm6I`=<@O%P1oU^Md0uutE9vF1Sk2_MOw=I!8ZSPIq&& z&4M{4IUbl|*6zhq*?m8O8mJ$WZv$ExNIdOeAsP1<^pizagQjSrax72tNW zOw71C{|A2h(pY*9hx3VvjhuVmSr`sU*%6oGw?`sFoY6H+_X$hOt=~>p!q5HkhMCnD z`uca|XGx@j7b;euUTmsg6RuzU4u6$|_h;$kdnsqCeOADmI?a3xIkG1ubsA9G2gI)) z(LV63THV38BHs;MVLq-8u$iU6!C3GJE3}X&w3l+|xUY9DqgI@Iz06oiqg#(0oi_ld z1X&BZgb2H?W76I3%3ZfZ5fWC`*4L3aSCRTg`o$l7HmFtyfE3Er3iQ^9)^C>{(C)a} zGQP8vI7^3|q*Mlk`a_qOc4+@4v0Z2Ra6#YS7}bRt;+K(tNpT!vN+Q*++K=N ztO)7uRm%?`%j`>~r>--Obd-kYW@g5-KZMDo_~iLe zsIoRIC{v@`#RoaHj7a{qBsLF9#;YW<+!paYrN`MY0n^g=Y$GSQZV4e`XE>m%aL|Bv zK)*NI35MheM(ZuWUL$$ej~aL^dG*%M&u^yfk_-eRyYFcNUuS{`;eo4gLx1Eg6eNi+ ziR6~N$(J0mmPE{}^wJjx0CsPk@we%*Pn z(Bsvg(&n}ZwX6wf6FEk1E)+`)fA&HC0eE;mls+Krj0NE#QZ_=lTeVbI;Z-kZ{yCnM zETqxX)(n(MrGBkfLP!kH%23Y?LbRILlb~#03qu7lQodL z@pmk78z*w0bGe4r%i5e*Oyw@()buZp61SF(%MJMaz$5%cQ&?b_wx$my2Q56go-k~tv5`G zdg${DqxB?vfVMMkW-sI)Y1or$$E2hr&vZFkvTj#y4+2oUsn7t8K8PZY zm--yo>BC!%J}?HTFT~$Tu|yJivS4ihd!$i$hDtsR7XQ+zf4QcW zn6aZ%yzbFh0;M^>e;GhD2dt0O(gk%<9JDE=OWS`EIsy+Q#WwfYSJms zlaoSMO-;?KcCgcYzYN1$u{%@)eAP5D>mmzvD^a9cP%$Q=vU5DhNBQn0ed2%#)nkVc zo)dkfi5Fchc1tv@V)E7c^^s*z-_?UknBRlP4$8cO(XI@X$^?W@o+|KVP>b$VlvD)l zOMoTy#4~0*zE>QV9ACFqlyViSH9{J;2{k=u;qBm6axyL>1DMFs(b4aQ24im|QO*@6 zux!Yyc+^$1`A1!OKsVeZD5%}Re5=cG?#~Rk7u&q(eYh|)_g009dls-_fPQJ`Vs@XeaD>p@l;In09C+d#ZJ+hqD z(i!JF4aE<7Ze{KBFNF5&@+4Fb$Yxgpwo(;g{y}ys$#)@KB_1pc8UQD+;nd8G(XH<) zVx{5GGg1a!r^&!gMFn^7yl=&v7KC(NfyH?PiFJIjla6NStsQVh1EvDhW9YqHckF*r_bnn~U^0g5cQL}SC@ftZuF--T zNoCA#hfQy^?$v?hU+H(8WnZhqK9jY6lA{Ye-!uO@O5!_Od53EpwA;s=@+gxPMIUzS z&9k}GTRaEZm^mK@t3}q;jf{rvl`LNeQd62~Zt}8riXgz&tN@t;pW9?{^N`E&`QQ~$YS4TTl=tLm=ZD8!|fz@ zZ4`nq0qCNO=epKqZ6b~CMH{f-9nOYW@J>xnmmj2qP;e0B7QPBOKj){r84LG8EUvca zeyej=k&$uoE0~aCjaeZAwHLb<>O+}KM$JU^YcW}P($>nsS74YJ{#jXA<)DSzAQs(5 zaBM#WwN2J|>J64MbTE(Xj_&jyczp9T6bn=8(eT;sFO_1P&DSY0Ds!yH#p8;DWFeo1 z3!<47ta0)~;?+;<+|O;UKa&5`9N*9O+b^z(Ns@5m8Z0bl*Uwh8xGHbB8<+aLp?j91 zQ7pqk%#fzfV(c6f?$`~v%|s3Ujg#ne%JT@|5skpMC^RO!AAL zmbVwobT2apjR86}pY=%QU8wOw&%DpqL6Ykp$s8RxAC3#}72jsa?KzaHsKq(8{u0yC zKT)x)Jc;L1f5qH#+Mm8EjM$%iVZmW?JW~$@D_UxY4WodKv*dtvQT`Whik#>4?~}Z} z@E)){n+4i|3JVJxZ!Z_qsQLO{B(a{PoL_61$tD%3Q&urzk_)5v|LQUGb(HGJh)5Rz|Cb=zFotG=1)BI z1^I}27pS{>{`ohDy}TGw#dR}ckUfsw|y)5ZnW)d|jl2l`7O)U6P8c)K9cvxH0| zIl0G?GM_yhC99j6Jm*v{b*t4zRW7LE(CbaY7hZ#9&)waG$4GTC>?ztM!}$X*dIAF9sg|exsiNP@Y<7hVKs?EvGeRf1wBX@jTw*@NKVEuGE zz!&Ux&?r_)BZ_cC7NhIi*NEGG@bN^XRHJ-MqJBAJEgH%H8r_C}W$$HO z>+WW-K8nk>pQXH1;XTa6#Me{w{0<-^v$L~F*jpo(%3^$*v)-jNCg^mnajzn`g|0_e zkt%nmT&TnkY`wu4kFSQoNTn6v7shSJXE`V_Xdu)d@D*3OtIhj`18?}PA=wZAZqT8G z=}=ewX*4LZpfxg=nfHGb2LE08O`QuW@y|w7CIfGhaQwiZ(z6+AoLg}c-o7L>xb$&! z{n)xSC#1ew z5ElCjcS`(JODreE8*w`#^qo^5zy1X4EXDY4%eW7)wrltxpJ{~o_*hMUY;~uXu*+5Y z-5ks(ZaC>ei1zRmzqZZB!TkHvl``JKx(*RP={H$^13(C}BGk+MP9_HOR-GRwec z&GzVXAH%DPmm(e(7b{8(HGBd>LTA_I4~++VW`d*JegU zgnW8vO%jgSo!s}9qpUB>3J%t1N}nky^Up7Z+^^TC67kXhMPt?y!0f`q)7l_4KR{|U zxUeneQi_&mkjssq)@jt0w|8XZm$&>F2<=zzeEAe0kL4fku!x8#j#G;iYPZh77<#0o z7s(ARr@{);vuFxGyl$)@F}!z~YD6Zvf-qE!QJaPR#h|O4r^gMySy`5!0ymamyPL?3N?VgaL|GHYQ^ zW1Tp$;{7<-Cu+kZKC|^k`4svpfljv$ATMVmBHg0CBOJ+Y=ihTKg zdfV_}6iWtn9gu=2eSaFY`P85v?U89}DUKrpq0HQvCRqn)flaUTk{SrJUO(EtsU!j( zzq4|qQIS>I3Y>xsY~w3*K#8<8?lukt$2#pLs6dP~_I2#Bw{6;(Lhm*`;fLa1txLw_ zY}0itED?u#yfeq_reJExpu>y1$FJOoU}B~FL0)Wa7?BYXVxy9hA7@}u!NTo-7Zga% zO`J|hr6#RyQ9~#O@yXG{lzejUy~Xo`6(72_jOX=^&#*#$P>59sVik2q(qG3J9VcGi ziriTlEFQCOA`YNW&_mM@}DoRT|@Slp}eyy&Hbr-$3y6r?(d$M^J~ zFo{;S9QPZ+1EkiTr#iw~cf{lK<>F6+@dHe@Tpgpyz*p~D&q(9(1#BLI#~6h;Xd&$`Jz4kG2h@I>sWX#Snp!g;{2H@BB**zB|Ro^b9Q- zc2~f?EXHX(J3N-1HZF2nR}-U+GecOe-)^vx=TH)SZowtszGH(}kcv#ZgWL*kKtMDK z{*sLbyY>%SvSJFb0l>K20s;hG1be4`mSiEMB zXSrFHL$Q>rMTkK0;xE_Kc$;;G`heA{5w}%bk*c6N$4l;DYtkRRcJ^02sOuNVCM$-7 zC*V^+#n5pP8IC%kdlD)Y0E;&MSzH{c@7$Ksl5>IM z0Vhl+__+PNq|(%c?t2hhU%^!Qc^~cS`RbsmK+4f}GQ0Hiw zK(z0^shfEW3XI|h1rPfN9qdD$=w;{)A;Bw)1G7aw2+`HSP$g|2c+2W2yYaQ+y|Z#w z-_RDT&eAh*!p)o=@EOAz+!efSZ8aR+^gf_h42CWF<8Df5=7O@h9rm;kE}28WI=r{q zfM7NqR$%PjOgEmbtA}j}ALt7-C#j6oJ*#5cJ@!{9kOm^^XHB;J(-0n5GfEzjgF?Bu zl`?0~5Pr+-aaWoPeZo}bQP!Jfm%2lM^^-zaEZk9&ud>Q9Lbit3&2tljmHRJyAB-gb zaCK7F?gkTl?hHz?aLeWjf<+rNxrG)Nvr3!<<8w<&LJE}9faDm`Kj=CQy7i8$`E0+j z4hF~#^V~e%E-uzZ@YOkX2Y2hLN|IQy&A!#Nxd@GI(fZTlQ{rK3IO~@kj~-f%`>V?V zVii9-ba#uGrqZ*Z$kx3oCY>f8mfbTZ2ZCk$5!6k1wZwUaWs-euf>Ys5(D%T8l#ii# z9Zq1Dy9&y6kjLEQ^0fR5v)UvqcGbB0QL7`CPIjm(jmAb`@+l9pNuf)#=;@<8c($m9y@io0*Cnw0;u-dp3HsUQ$+maJm z&BEz;pu~H`bX^v2U=moM8DrQpI_uynlj0e4%I!M~Su^+6eoYK4c|xY*%jDkJMP<}E z*Z58P0pe9Wc#TGQ(3TSA8rU{(_eV^XeoC%>FMTt^Fyfg4&e*twQsBlAy#6=2M%wzO zVfgNnsY9te%dS~??bL7R)*0x`b|PKupEptozFX9WQjyPfi>_YlNnBQgq#YeS_P!nY z>MfidMBUo83gR3>+>b}lU>z?X_09f{54$}jc;0_pR=);EQghNWQH~Hi z!DOR}i#T*stN<*o0lP@NLZQO+-gs%(?H^ct!rbv{OB zd5a*MLG@4`(i~ z!x1urya(Z7RUjol6VJdk44k_W=gBGF_`oDjhYK-mh~BD3Ngkh?MD0)mfv7d6Li4I23( z(`-{t$J7(mZC&g>#dp+`svdyyW}_-)f9&M4xSCkIpR$0!t5j>EEO99%&BU4dUdXUg zl0Kvf(bRg8hQcrYkgCI>EG^x7nDYYTfwZI8p!)ukTUh_l>q{q1kJ_FxauI)TrddB_ zzF5y^3$Noo0Pnl$DN7SD%2SR|Kx}p`2O+|;37eoeTp{-f11Pr8U0^dpCXXFYaQd*` zFk!E82P0pub@3P9g#4x8z=@4Va(Zgh_Rc-nZi#;%!9V75YCJDyl!_>~cR{y5VE@}9hRYt?!_(`J|Y1;Dw!eK$9)xDag=UKPjb|k-m z8)8846hX$Op*$j>L8Y+fE*7?O*P@g9fWt+JJSXRP+mz|nGv@BpAGVd0jLyS>O`W4O zenHggK@B-gf=YbaY7#a|Z9`Z+4aK=`9UV!Q7EWZO<*Hz>$d{X`I5yEGjg7727o2h0 zt~60O%AzgGiE`ZID|tT?i@wrai86A{_75yq=56wPtEK)8?I`&m%st-elWT`LEz)Uy*~3DVLsTF0hjJ!06iS}*Vt8@A$|R@PrW&a7hM z<9RKes~AoXY#}#IyBN+75aBUT+d-HC{U`Gl;W&C)1#_H{f(@DO5X|i3$KTm8$+4k~ zSx?>mo=`)a-jU!?E{J+LDfEW!Qwq&nJp48UcVQ5!-S&LoU_|A_Xftb8)!9)~@ZO7i zu@+YA4*p4&kY$~A%f|*hZNrW3dg+vzw+W!3LUZ4rxR(o^y`OK_?Q#AHO~4(gtnORd zvM~my*^Kn4#0J7rBl9%$-^|XrgR{!e4&pX|Hi_7ur{x4X1f%$q9e_D&Xsq`5-ki_3 zZuG}vj1d^$x!ba+cerL>pV%&r5hxj{lyMqOF7tkNl&=0&iQygnTOSfRv457b82EmL zU|!9hdo*~i;nzj1>y+bS;gg2=P7_6*Ki`pdz%7xG`Na#c00Sz{t~L8X2jeR7DTpL+ z_w}x`Syi>SE)(17RQJzyt{)Y-HJ0@Ka^^oLA1GGf51+E6Q0u`*-fL^$H6{)cxL0Gd zXXF3e;3q}cI4Y^@gBx2$)rnrYxHhK+Z!1~G7bm{Xe8rdLWEpTyO=I|&9k4vW$KjKs zwB{{`bWy-zOWVY_Lnxt$kko*JHpl1BPk9no)H57cw%VxwkS+ zUS4A6Crm2$sq#ut?u-n6d}VC&JcmoIwsw3?xR2fJ5QsPGBJna5+s-f543l*9$Hv9w zf=PKp<#o-9NmCz2Ucdg_2_&QM-&_;xcMsBw^vJ`OwkIcR$%!@6D1>T~W3l)~6*XaiNg%{Rq(ZE7Lohu|#wCm0D39`)_hTJzrtPaYGeaq;ttHC~79 z2_!I(2KiiW&c0b(dSC~*|CcHRPf{ydX6sGWcBs>c!UbvM1Wv@{tqz1GC*lvbZ0z1A zxd3xcI8tXxcD5e3$cvlQzIjSgG$d#xU~5}DK+2vej3Z+EdBi=Ms1J?8;ErB$*!ZW~ zY4N!T)9HKFqHML2xyC)~hvhH5!z**(Q+jXjH?g$Im*d^1sf!)cGeqo~cWw5jDg>U*ld@s60uygr%DK%^i8rMKTE#2d6Z+@^;+n@dEF((vnut&F za$UCkoTddV6pC(tGsbh1NUJ9qxQF1gSZLsN_de*njOqy-( zu#gxYA!G2mrAWI?l5*I5@$0Le2uzL4r~-{BM#cKiGHUNuN`Y=XJBBKf)}zfm!I62_VsAvAT+(SADdhvi^j5& zt3SHj$n0)U=Obj}c4PRj@i4iekeDuE`46_frQ)cp^>1c*i#OCCQ z`+f`S<5%H4IM^6lN&h>P5<+c*G@bY7a3I;xwTR*=EIb%Yb;uBnclps|nDpU(D>w=Y z)KzsKBISkNf`b2SS5wilr{Pa}v%Gs=#V3)p5+T*uXHz2E;J{3bV(em&9UDQJ2#@6f}_3KE8@ne&_Sa9_k&u56JY`10( zm$!}9z~5#sE#;w1y@@G-pA0Ra$a>6O?dpns6(_FZ|kWS$LK)GAF8vpYw6O& zbvAuoiuNa%L{#zVrtZuMp7#dH(_cuvzI}LOj!#rIYpnR2{q*Jh)LG;=Vq5<}>?aLb zkDqZ#Ve^<7eM5V=p8I;iKdu;=AMqjiK4t8tDe8B=J1wcE3Yazt)$=6iqR;2ioo-KW zxCKc^SAmYl6U?Dmgef2O<7U5|PoXI#e46i(?kZn4wz9~*E=NpaR9Jq)QmSG{&t4MY zTE_0kZZ2{2)p~A5Vc*h;;fr;ctogpn5OvB0IkzzV0&ZXitu82>E4>m3_rJsDt?cX* zF_8x-gMA9BD()~#g!2(;90u*QmLvUk4&z4zci)@lDfy0l`U3&=15k|v#Kj@)IHNz} zijb-z)pU^nHcH5sFvK(~_Uppz_xtD#5$s<1ve3Mjg0%Epkn9x%5EPdDqOVc-zd^)5 zV|e--=mr7mQ1cF?tL2Yb#M|#y9;M?4MGdY7u?IT`egVQZ?EErnb5S46r{OznG($D$ z52P2fU*f8q39I@_W^o=)wN&%4i@@0_=xU4otR_7h3p=t`cB+d04^?j&7UlP~fr1E# zlz2s$>(-y!5c7s4vpn z*TkfzFWoLRzix|OgZ z$2~S~M@TwPpyl76bafZUs&5{Y(JFiqoTUZib1ol=P^agX`l%vmj~GwQSFkGBlN0M zNvfMei-2|HHSzDLj$6JZWWli!JkrJ@@hHT#qL?4-_dXFLz5rsmbgTWHN{$-e3Feq3Pi$4Clpj$Yu&$ zZ!7Obvd^JP_zBW2f%%P%BO77?kW}^rETf)E$j-n%zS7rdw93bk@EQaKF&BY*dcf&c zMs&SB9F1-^+YdM53|PAN#qk>Wijzz{mtb3VTH72DL{s{#83(dyJ>W_hsQ5G7Nbroj z9=mn974z#;{wO`$=*o=HU6S!yDwi^y^dE&%#F(>;U9srAOEAN(j;V$(kb)5gqkQJ;lx1@PK-$nU} zs?swp%QjDz=KH?&{_>)TVQJa}<)uXrfV%=g;6@?+?KA^+N?%|vf#}Nqu(j1rHF>ah zUdIeLj7GM5ZZ0r>C_hSqa^pgZScka&(rjlzVJkxS2Y%MP#Wb4_(gfwV#LPJnqD#txv3t zz|m~p5Nch72%TNc>s&xZfe&|*pI_h?-=1jl9yff-xcyuQ`+r7gUM`{S$6OI+N*`yP zl7o{gv14UX3XA7;-T;Mc!^X6}yhTm%O4J<~@$*s+b{lrlltv4*%mP-9N@{3&uL}@L zcKt@+*^3kmFly8~DRHp)I5`^ZQWDyGkPC;^d-*2sx|w4f%t9d?xcB3aQFO8=_j8~9 zd2;tj2zzfYSuUEga`qd2m3Hg~2DBvItfvoZ3PTC66*DEI*%3DEu6GB&_+;ve2mRaL z%cS2uJ>d-=ARtaT(aR;2G9*T|JtNGvi%~F-!&8MC(%<|bkU?aMx*QvIE&jhP(;Wiz z--6(awfHf0$iR^?df9Fc-Qx>Z-te0q>a@!hdc9TqZusXiO{+gwUVI(A}AzHL%`Qxr* ze_^4r3_0fl`mOPh-M<@djD5yG zALDqv7w@wMwAUi1J}VXit*Y0m3pBW#uS=-9Bx64{WOf@8WT!ItwQZ^Sdt?U6xx1FV zk$DL0)I2Qh{0C{d19Fj&5aoiDl)x_YVCk$5l(GC6k@wQc7Trh^g_mRoEy`c}rvsrM z4Gdg#EPCCV+Ikfjk@4Q?FS}vy{YJBU?@U0(#l?i#{y9~oL#9lsu_nS4%g`O|ZF(Lf z;xpAuo5My7)69W~8Q1;>7W=Z9_T_wLgYV?nkdY0J5fTBt7Swo+AEDzC@kpq8xt*yY zdzw#ZP>G>E_4cVOL8h782>0I*!B8U-5mj~xIiySzydg~7mzU#ry|55H_v*jjlJusR z9}#~DpX&h?mYst}aAict5Bo8qE9DzH5|FO4`Fp`-X=|OJRC7NNP1}Mj=6V-zi%y-0 z-zM$7ULV#;|0)^9ZO;Igfwj3T8~3<~((j~SZ;ZZPGH}KiYIM8Y1$ogmT?Fn{C#zej z83JYoDExEZIyvk&9d3%rP*ywozZlns9MBxvZi04b+x)&Oy;H-mKUx`tTq-VELNGDU z+0(O{lk(fXq;~uuChOqjf+@M;xn>zgKjIRVC(>W@Cl6nayl(Jc9%jwhr81-7h?gJV zYpmGg!Lh=hA7qOc5^>$@G}W6^VSOYlf5C}&`Xz*yy*iM*WG?n6CXIY6ffBGP7r`e` zLp4U02GKmtJp}YC@|Gg_*K>6;NMEJv86M#?p4Z9fhh}@c!d(-NK5u>Lq^<_njj@)b z%r~eQvF~+E^m=J{12F`%Jeh$Jmaj_7Ii9A6K5edbGasSOf-zb|J65k|7V$qU zUEz!P|6qTOrIB0G`9%{adonmIXu{b8$|puA`D;Vf&M|rrv!Il(UyRNQYFsdr^t0x1 zWOm8^4lQ&NB=xSv{hu6@24Khh$aBQ85zq^}{>AWMWHOE~X67MK1EUJ-I-a@q6s4N) zUz%v73b()6k!osHb*8yos0CP)3jMA*)oyV5er<>(I7$oNKR+BHmL{jx51LtTef}vj zVddTOyPX==)Ol2%=Q8UgN8ae3k*!6|Q1u(dvJwMvP1Q0l5Klm6R#yHN^~~)dTUHU6%Lu&qG-c6w zNK=8B7C1)fJj*^2fn`9PG`o%C(7aeZEYNGb>qzK+-f9FD_RUpfHX2{}g!!ZV4r+Wd ze)leE^+86EgL7znCS7;>-iXrP=V!eSZgR(F)+uF0`^#v(;pk%;7)#f007%aKYKU}8 zJKeI4Quih8yRc`+B{9^HYqod7OOW$e6Klz(k){Z4&mB}e?|Hy>sp@X4RrRbt83RHC z5`9qit;lKAUaZV8jc9s=@aplKDPE4^ zxkpq~U3hhIVreM#Al~v%XM}4RbrNY^nPe>gp2M$h5Z0&iCcd>KU+NuD|JF8aUw1)l zLR7qPmzhO2E=$VgIcJj%X~`aY9~uHee^N=CPcs?17jA9F25yk=a*8sT*G^K`di|1t z0b|dStkHuZCW?)h?A^ldL2qnKsMz<_?6(&hdXy{BkL<~_Nzx04_-;i)MJ`^#< z>U))?D1Dv8g_!N|H&qFFMqvc*)U=4U^#ila)*^7v$V@oALz-)Z)z2TC3jLZdru)g% ztaffO@()dX_xM#Zs?WI8JC|VB__3C%-!Hb1I5=uR-;60L-v}73ru@^W(~<*&l;1p# zGf_||lCGsxr8O*f=eeGQpUHapnP0q2^7&Uw7qHupx4D(4 zVWu7+BWO#iOd=#J>ru9kJW#jJ%r>4*opvXq8aq!XUF=cL5B2WR6?@Ev(SzX-JH=(njO|a8kd%Uz*$!@VmKuUgq@8oSHBDP)03G-C3 zt7%2EMi6`OfRGFCwOt`Ar_eyi_R8GW>rPFV-Qnyez?1?j8Y?z0++9|QU87Y z(nWnvN71G} zSHfwz73Ec0;vQD@#4Zq@wD-nMre~a^oNT@kNyGUU=|4bKCPcD}v%7%T7lO8~QOzkg zKBL;4^(|*qpgXMGO-PZiYj(mrVDI_xxc5(MX?^$SdnAR1l!)wzCVRCmjPw39m-fKv z%n<7}3z+0hpaz>eMzezQ%jSa&Jh@P12}=DCGVY<@u+3w1+St*BCw~Lr{GX3^FQvuA za{214Ci$B_NA=n3Z>%GvTi<@!x;e}~_}c*wD_>A`Zx@wsR`Yu=){`*#CJ0FdljaO# zA+FSVxqT|$%$c&k(!3EMW>{}Eh&v!T4&|}-gyi3Cm^wQ_+1##QWVgiy+@m+Y6TlYF z=Sz0ICu!L?N&N$-+4TmI{^QfRU`^ZIGA~QZS>a13J;(v?-^7Mb{BO9tP_sX$R-<1@2cz{`KtTMcsTA{Pqs0URY<5MZ=G2G&rZ*W>%S8b8M9+%)~arM3_WX5gBpw5 z3Mp2Q;&j%B3IHDaZVRI|mpUk(+t8GgiwWv>FOzk3{B`}hyQ-dTDUu+<;iwlVb$o^E zp-VCxrT;lR`Kr9Wh3~KF=1WATNLSoSJQMQ91uw|^-7Yk(0Vp!bKweBZw84V-StAz; z`>B+`&E#QFsX=rH? zU%(_F#&^dJFr^BLv%7ty=WLUWxUb*wUGX65<&GJYeEbm(`!?zQ{%zV8oqJ7P_v&AD z;njSy8|)ANU3=nn9VM4V2xJTCs0+-bNem+d`Y^~VvQ+WtSk)}cod}EnRYF>L({acN!$MimK)oB2s@S*V-3RQfZXw^>(>|V*-@6gJdkUnQ2G%}i>yhi?R z{bQd!om5y>0)|i%Ih24U^(50@c(n2ecGa+rM8OUShMze?;!a}|QJ}vZ1r8N1ouX3J z131#Ju#lxbLau2zuZ+p}Jl#ZesraDlJK~tze6xvmS1zM{6aTI})*_}Vo zobqct?ipt_8@C-ZK0vNzfplP3{+QS0Gg&Vwk}DxX!pp${jh&Iyg)4ke-uVe%y)mj) z*jMYFt4yx@nP)8rFpG-tN>5GH{OO*tKReoS8dcG z#;zi{CCYi5p3;jEZ)NE>+{@L;zvvk%b<=r27Xr+{?4x-x__dsGYeT2pBuYS!0}o-( zmC~*JMkN)Pyw}MrSh?m+$$XDZ^#jXymx-g?2lrPUOAzMFOkK-ASxv^x)dnuVPtIMM z3|E9i5wF4~99Kr#rGqKqZiIivu)GFx(?{JCUN)rNkSX~=PR?%gy36CsUkhb=O$-#Bbj}tNk|vUD=#ARnVG;7$@zYDkn?fFMPng;rhTex6Z65N1Mem;; zk0K)AjKCI?ZY@d8SxC6fX8pUgXSxY4FsY5S?Ev<8#^Sr&c+eCHF& zNinU?0A?ff#Q`svfU=?~d=yvjuj1nBvNc~`Sqy<}OmdAXC!pkJM+H6^Ev?=w4X52M zgdW%Y_CLO{AXku9cyW+Cemp+KX5wd*sU=^_3WJqD_;ky&E7!F_Np4vcyRBpXw~Y=1t3_{g2|!O8yOY=44#!@^>SL24vH+U^0A-o3Uyfm*g) zXr`r~R1exz1v3^otj}F}VG}XSKE@CfZ{#>P%tOZAORE$ovBfQ{D z=-{Z@tJWhH%&!lplT=y_`v`;tml|N>4<}NWB(=!vB<}6ZtFOm8pP&+WIZe^Ieg+y+S}6Y*?kvOWaF z9g_0{yv`QF;1vuxIrqQqcW-l;p!OJYHSDrO6GwY3R^4rY&^)fyEYr|Ca7mXi{>@nUWLf?*k1@q$JyI zPGvkLlTc1*Rq~)y%(2KBxsOU-2LMmT{AW4l3_}yHx&m>-j%A{CUFFPOLY7+Hzt>Y< zvM)Ik+w99!$OUE2`qHRtHrLM9i2u`-tTZJ@bTyqlwc+XRnA(e-jFfum)sKP0!X>=u zooxIl*cp`hj>9FfuhA!wIRPb!6n#a)C6>HiiZ6o)Dtz`#T-t)nfm!j-Zynt<80D)! zQ3=J@O&wS2KM?_Q3>TR!ZfKyGYMa~`+xbf6^d8ae$H2niWRUxNHMaeDug@ZbBlBt6 zmo{9}HT4`zUzRXOM%ge2CWnp$EcZHNMHwIHtL*~o4Jp-_mcpTCqhpzrNmYHDAP;YX zByZiee%2L%fMbw&9BQ&`&FHFUdI+aqvrL$b_?RZAa5fANE6zY()5{0 zGVu#99W!w0JmixIV0Q;wZSOZKg+65@bm7_A?-8&v?%GnPQ5Ig4Qa-+5IHMx|cSAR< zV{Z7kv@1i;1Y1y`_3`x+4IZBv@M?otw^j0Nw!AiyXrp(SxrC}gr>_eN*U6m{YBZ`0i-^hA!*MxIz`tv-KOs3=n=YPqG|#ZwuSiN`D5V;Qs_U2~=5? z!VVv^FqgGFS8wY^J%;yv1*7t!zoQqq&HTEzMj5g2sA~DlC%=!WKL7jbsVqY^VX=R%B6ZCi4$1O)GwH|oX_zZ- z)dc@j1qOKUi_JmML5=+m*`3xfW>X|PEEP;=FiV!9L+AgnJ0OUKDZ$z;!K$^k7RQ8C z%k(&DpywN=JuIQK$Uysbg3(j1Gj;3dX$^6hXRXxroViQ)M^Y37r4%f_%Vq^Yv@vo| zz^{!*c=0FxmXlRtvYg{kW;`LP^xJRyRsdEikD2K%MVmBV0NmT zL(`*#$CL|OpLjS`&JAK;D10wxioF<3TxL??b`WILNYq*SDyo&w5^V+&{Kc8-2Cm%3 zFn*wKwW3AGihf7<5teIsAMf?Pauth7&qkv%jxht>-aR)Xb?_AuC3y#zdzn*f=6E#n ztgF>d!%G~1_mll|V0PU8Z(e(v4|sXbKft?C8WoX&N?WkJKea8i7jhgCXjVj9uM77c zOTZ6qRtiGiVAG_%NM?%FlnljZ27N3```kb9&7pV$DFs!58VvY=klrYWxUba<4=?kNEMg0rp82 z)&fqv{wm2i(8nCPE*Hn%IBw1aEJHsNxGh&ifg^ama#kK5sX(^{@Vw%^9zbBqEPr6V z041`QwsxuyvBvtz`?GgU>kts}4`h~mCGPl4%l5S)5w$ z=BB%erBa^v+znm2_8__p`MgU zzW-Vc8c*Zzz99rP?^Ry*Dq`VJj zJcyN%g1~*xw{?F=?1rRGs3Ur{^!xA)n%q;x;on{?e;eg_lBgLV(VA$l(1y-qMsHQ? zf3Ir_m8^6LKFU@dE=bVv)V#iD?Vi&W5#XrV@~-TSULIEA@DFujZl9yM^YQ(%{t9Q7 zQ5jzm=o{l3A0Kaz%G}pXHTtyZr+N zQfg!zU!(mj1DfW;bg~(-sG&W^`AJKn%q6l26pAVWMh3Fy3@)ok9FD%`8`d%I&_M2gldSWGRUc-0e;Hatn!fks4 z^&?5&90OEgEcHIjE;7p>t@QQ=eC@L~A*JHCU3X^@CU2|Mj({0z83486flP*|Dlg$$ z#Xds^hR(L7#(`rt_*rhyBuM8Wn5TRE`5RM`q>`U!&5dmY0(lyF{|=}5)SxcWj`@wn z;3ZAK7cvIyrgy*`s>oFw)gsv}1`dTb2{Wt1Exqp{Aq?4YfNSA3zM9{K&qFh?eQ!(g zuS&I#HXnwR`QnSVdh+|C6sk$sb`Yw@4P^T|P8mpq2Wju)rSUUi2J>W`I7xP$KL^xv zVMv5VZ4e7v;UE)@>T2Yql5G;=MiIjc+{mF>lPqCgP0^+@x#Ca%5ww}~S};BhY`6l# zyLo;xE;}aWxgwG$T4?FcEbaFKC2hxxR;W0HRY;)CEGfCqb?qn6QloEzc0C?&r-3^w zev*&!0k>p7*XJua#2W9VV3pC(slaf?mD)d%I3CsG2D2oA;6f0Acd%ZyH?z7}Q6{{7 z^b2QK<+uN=R#(z8kvHPsakZm2FPr|V4X8;f^Q9M6PftshGs|09M>u(88shl3&sSvG znEo6X9v@ku)t!FvsZg0BZHP_if~wt4P|*8URW8guv&YLJIVw{iuqpaeMfHXk-zIGw z=tvLpSeYP@*~ zqLojk*AYU^xsG~bpozxD7~Rd=wDJpUrq?g2VBIOnf^tUl`_Mfk^?{Dcz{{}hv>|n2`JjUcC_So}l?AY0; zSG~!Gszqa`Nih#ykDWE3>jp6f%Qq&z!`g58fLtCBE-`X4N`h$*T2U=|WBE%gN2YP= z+Dqv7=!el}sLphi&UBZXk2tE)>o6g{Mx}ti==36|?!kS>ES{H(Rl{oVyFpRe1Uv%w z>{b6^I+aQVj|^<((csUm8IS%WqQLP`FDw6@611(&1If~*p(bC>otn+ z#OAF2UO1@Z$G;d`bWBF7ai(8-+`E>3_v%++UU+_DnX{m;$3J_L0cgSm4oTQqXI5vW zfB?4X3F*f1=2>rWgc9a}J!vA$0ca5u8rX=X1;r2SYN181d!9Yy)}c#v99 zej|o^UMvS%&ubI%%3La^Q;@wMkeG5rOg?wONZ68eM;;t6tgU;qq3eq(!FL-fZg_R? z<0V9%2@}-W8r5Y5t71j1kBqv9e0m2w3ZX6VDEQ3pT}<-80toXQQ&1BbU}#cMq$Lh9 z>G?OMZr(fR8s6fw$?_}oITBuAv6yLwazQFl<*dsU}4o9{9coW)8!N{41CB$pYdN!okZ)Mijzr z?H#q&JEvca%}xNab8+Sy95}K4De-Ddy#$&z*xZ@`X$)abuq-?B7dAuNBPZ4y&{~uT z4SJJ`oy>_{(#GX&!3IO1-6{0h?WKINdU`erw~zVRSo*F5t88qO`&a ztCFf_0M$F8elBOQ2lWUP{K+C6ahcn7p{(XN!G`iqef8e#0671G`ZSzBdMOy@PH0q7 z61X&!Xkvf25N+qkyEcVkZ-xIO8tuZaC%Z8zBMT())wIXHEHQp>ubu#Unw*hp>~h0n z@EDK(42X-LdMb?7w9-o;-Y{l*5;Vg3e1+QJw!v57<0RaKCO1)8@8c!Ox zAH+UP$UDk-{>Q+KA+-Thh}L}Iv2S~22P-F&`ErwN(G;%z=S^1My4(2K4LOy$iOWW9 z7~qqL9GUO$YjGmGlA60KOLk+8dM=jzVD1~I?v*JV)X?>)pl)let6H)|lhKg{5z$kb zk3hoHD`$Y(f(hW5B~U}&-W%E$?N!Nl^D{#;_mAWZ%+Y4Z6#}-|SJ@`48^cGUw(;>= z>UDJKr+d5h(ZpzVRVV2-Tm$j#{tHr<^t$D>`ryOT zqBrSqJ)xL1wSTYANi|j3ZW`+>!LxFU3#oBz-Q>vh*17Ah>ccZz*rfnKT&w-x_1UE& zIDjy0e#70@o-{yrL*P*DD682L5+LrD=H~`anM&~ft6p&rA|d02cD2(O^76=sy76>c z-@E=PYkk`H+cNF?XP*YHxB)lhA3Akgcq)Im-8tv($SFIESr5TfVCu@yZZ z3=qOb#mnNEKr#$k*~2ftnV}xt-Xj1($nIM&c*lK6?;Oxajxgi86%E->5hX2ukGF#Y z?XZV|Wsm{CB>RU&hN&7gtIyzY#P&s`8G9c>i^8i<=m=lLjOVu(#Q|4_2|X?2LO#6R zyV%oYZ#yFu?px3Prf3|3OfjRr;4nX6pK}gCF4zpw8LIkS?fE@w616(v%UmS8vjwRF-E>&3tf%loWrX9ioN9R}{#W*d37Ij_SE zQ*h;$9|cBN3sjp66qI^q!k4A{q<>bjBjl=Y7hfo_^fV*6u4@QwNrw`jw7Ery05B{NCCMcs^iPsXC4e>wX+7kDd+z55t0SI zP#f`Bv#mgE*UMN5F zR5L<2z$78rFg%A94w2Z(pJ`>Pal;wQ4$KAkw7iiTyrc$uwD~-`w`N zV@As>UrvF*&V(I~4_sF?gr2D$G@MTUSqbFTX-GO)(wfoJQroeEN23K#H_;r(3lOf9 zl$;(rZf(smxD|e&J+H^ropDaALN}JilNC552-SVSX%Ptm?dp!{NF0-p3%`_$tsJ+C zx?Mbaed$gro3SmRE&XNYY2 zI|WI^3fO`gkLz-IY{-7W2KqWPO-gZV0!R*3-Y0b_Sh(q585cs&(5T&(j4bKR4snQAgMPIudPcTSfayGptU8% ztK(i>^*aNdd{DmRJn?p9RJcfb0|e__@$S>4(?PZSrv*x5JucvhI> z(F=CKq(#!*oZY=FM&7BLPFS+QN!&~xNjCun-wjV`&m&fk&g0*fx%w(}bVP4%lDWhI zcYCH}emf-21&3`Hua=KkssOUjLXB;t^3|PMsVGyOOZv$If#oy!klWe{9tZNfQx01K z*Rx~tP_3`zog9?bpAlkwCec>a(6Fvq5{{BCh7Jk9rK+~d!iP8tZ&oH;@}iAd6?k>BvA`D zH^T3k&{kI^;32ykpj{PN!v)2QC%2ddm=Zr|v2N}e{2v>O!o+2*6YU8V%kL(#^+p>V zl^DPob5UJGGUT_H`fd;<8)m? z9wc*Toe}b?cbCroAbc`xE0r!Ghh4w6<=UE{)p_DLI4y5Q^{ewK6PHXG8X7{hv-=Us z`C~|b+Nv*DtNpa12{%zKcYUliQBZsui>2jo@@#II{&ps9)&1wM4Ej9Ly`8rT0LvzK zFyen*flt8`|M1#J1qO7Zc|zLnI=u$v4$;IfSWixTqtQ^@J~$B(BuTy#OT|%bJ{Bhm zaW@dsX{bd0u}nxD?%hJuknzIxoRk_rTJ1^200pMbg0gdPJa3b|&zOKdyfO;5leL+= zjU8={IB=)V?nJ&JzeVUS%-#riv1JOO8m^D>JYtoJV63&8-p{_Iz%R;KAJPnY`*^8@nw5HrO$-++Ujhje|Hw+Qn?D|IQ1;hbO? zSA$oy_3RZfC#=T4&?#VPsbgY#>Pi1%IRBGtx1r%a-R-kXWZ?)ZzYTT*0YSAIFe@bc zJ%NAH1Ap65fNPBL%pyd6UXF43L!|Zmsp=X$8MW)QSmV8ysMdO_#v7x%WxCeM zTt+w(K3k=pW{_0_Rak@89d?HG)&?JZqjma6A6HPpvzc@1-7X(^v%?O7@g*N{jC=We zOC|@cYZrG&3`P zIKaUxn0+2+ZHxuuxm_{`@h+;GO@>Q)hdkcH_Z~;=rJT?rxD0#o2}ww(V$}a=f**G} z=N#~bB8A8I@-KsZTh7}VjT%nful|4xhunmiJZfXk{)KRJI7+}C!n%Pv*MGUHqzb>| z7Dk{5;`hVZuPYjpt-te9P?{7SfMXj$)MLNxU_IbyBR&n=nY}pxx@>0ofsIbiN{RF zb!@37dMgML*7=UYft{TiQuyNdCRs6$vd$i!a7#|syPU%=_t)#DhTRL!iPDk@wjx~J z=d(y5cMI!I4#rMeBwvl@R*7`@IBHF~rCw%*3 z_o;w9FeT*t@^ChKeSf8X>izhaN*-`&xk>erHpb_gpn#7zRuP{)oBT)PgRNKa$0bCKfAa5fJ>w;hZcx&?6ky=n=kfH8T$me| zVIW(sGx!X;RMt6$~pk+CwLjCP!qCikwDfC3P+Avl6n84$HvN5@Q z=?!zOa6PH@{>l#Nn0c6HS+0v-+H#zDUU>ydLJv)1UGa|ml!6EP!aVrq@D*BlRA$+a z1>NaCaF6pJpS3p;09WNSs?x#b$~>uTEDACa&G`uxbfeR(Vm!&HZD7n>zTs8O{f^-1 z!#CWm?9gWo`+OHSZ?`RrO!Q!%&Kj(3?>gY)UI64o}bQz)?OATcG&m9J#swSF$!+@3ycoP) zY`fsE2KfF>4f3-{v4gJL^5G!)-5Z{wog6AuqP0 z;vSyC>InAD1X1kvJNk8a{8GZv$Wkred3m=kLr+rWj z9;r~%qRQ(L?069iKB?VzQTJ?}vNAzizKb8yX_hz^FCDt`yY~12mdf<0-^|4IV1d`6 zKJbK6bgwBBnN_KyU6B^CT+H>B5Nro2S)b?HTXYPS!OOTyp6(Mi307@VwRkF8#++!% zmLN_dF_&9R6NN~H&&b)`T`P2p)QyX#?JiQl{U7qwX%ZJ9DA zUrQJr_HZ#d<07v|GPw^!f!mRSUKiOn?JU8lqY zj*L*Mw;#USlpk*g=ofT zsBGGFOLFD4RsCkb$(;ZgzVhhWi~mm|QN6mlTHH7l#o=SsSN|)nizKz!>B)N%E-6BenXYCr?ZZQBmZm=cUfq=u zMnPhNWSBUts8nY@jsd!@(O^c zNDF{mKwexaR!@J$L06?Ig!DqP8y^^w%nshK-BSw5oO1yi`Sj$eb5CJVBzoE@gnv1w z#xK?C8lAp>vrYVFmFlmf?Yy9gx2j(lo-8P8dpP5aR~qAV=)q2i{hHqBa8Z{SVDj>!k_F#nfgPZtg}2b3t^N;9XaYgN~JrdI9I zF0y>OU%C84dOKQlKZe1=d-M|5x_0z!z1TWiV?T*iW<7-8oKT}B-H>UlAJnr5oY%1z zB8Xm2XK3n&gc+NHvSWutbnAN=0stivtX9HsW#wxuz=yQ~HY~6{UK)QvB zuD*ZSLAK@Y))E~b1Xv{@{9%2Mm5L>jDcUPNvcM+FkY09mP+jvJ=}W3*!LOaENafAey8*6f<dmr8Cf^oI6-8KV5VR8Cf|w z#1X=*_TxqM=E8fys`N%&*k8fNP#`so|FoJi7TskhIJ%O;*<%Ol@Dn7k*}k6aJ*=zl zMyY4<6}}x3h8H3MzY-B#_&cMgTlp&k@e`m7ngL+$4ovz>4Xx+~^VHO%oEasFZT8Z- zI$#Px2||mx|M4tMgxPwP3{MO0u_SIm{|$D0nh`Nyn)nsCP)I062&j5J$lr2AAojT0 z*kf@x9}3`dKScz)7ZXafWj51H5{CPlLi4Y{1k$Bqd#_{WCMu_?Pcbp%$bK=U<~AE# zUQq8^lF+2hhp+E1>>odwy?F~DRI;YhxB&k^y!@91;Bg#|_v{gVqbcIU@+3J0s~DVq z8Plj9f*@kPT_!t|3*NSqQ!W4=^Uo|`{&r9vx;(9jzBH$-d z^LH%Y8rj+WqF@CjnX`Oh;F0JghmS<2pm>vQy9fNymn3FAngq=TTyQLKyC9fDtEU+9 z=ash5F6rPZlfUf(qay&z;1yiVg?s?2vDO(%-E-lZPP^i&R%dkENnx=!i()z!$sv|c zPdc1v5su9ovjY&5pMC+J2{N$q@JLd`s5_Ks-%s`zvI?{-Lz0YXM4C)5FZ7~#rm2m?iAK^nY5YmObQw_mx z=a)$5*lRNhdgt}2!`o6p`O&zT8RG#ePtr&N@JOWsd7XPf-MHVy?z#W)5p?Nae|U9b zMkwP9E^w(BTLm&V$rL!C;($k=Ae}DYev(QVL>akUs4hVK1}*ofU|g0a)x0#T$cg9a za23S?gf=2dXk56obsv{A+Y6a;F8N@JRUR8_1edhySmpBX7eG$4Pa19`Vq|0_D<>Ei z5muAlg=Q=nNmit<%$?tOK{q_SDCf8z?^6Dh4D3CFGTpmv^im};_aw_q?*RiAp+P}2 z9BQVh+qQfbBBAwL# zX7}THdIr0JGbpJdL;vHfq|D-hH9pXy0vM}#oiycev6p8TG-ZiCAS)TiV?#mDw`TOO z7b7hS)7F)XaEwL_KLM9XM-1?(F=?N`>KkV}W~$O$*aFpi&VIeGjb?=!j0zG3^-5E% zf(YfvXA=52qd(eE!3X#NtR^5crA-@pwsJ~@McVM-=>5SMAzWni{mL>gHNG{m{{w^L zEX`Yr#`1XYH`YFYLd~ke0ggRG=u+X-%;^hA)rlB~qVV9}inSKGdP-o%YwC5N3192) znA6jN0$lb}LUM9F#j=O((LR;K&@S|dVXl#JHt^(Xg35?q?g|P$X;4VWi*7d{ye{ig zR*LM$gol*INk;v<30W- zPox%LahMUTgTupYe0&~@^&P>q(<*G>Jl=uXD(BY=bkBx|EymVdf$2-Fz_e|@MLu*u zk2TWZAr-$eP2B3=K=gsk(`)t#SHb$+tT~S^et8yNCk!L6YOyK#-oB~-{e}eq)q+3~ zJ3E^L5N_@Q3+o|}+rp=|k*UP31xaDx9#d3Et3+AizTA*B`S+1jeAa^K7f{0)gu9(t z#IYR?O3IFn)4<)~>khQvas>9z>MI2X?87Epg@z|qti_O|Ebo9h(T$TJ>5Xu#cG3yo z&rdgln~;>0Iwd_vok7R7ERR}FNy$`)e|#zj%o+`AzaF*0a?<`VU#CU)R-T=0QSoU$ z`v;=Bhs6d5X?`=x8)x{>7g7L)^x0Vr;B5+4>Ljxy(u-hN2$yaTI4R3pz5BoRdc# zX&XNOo||(sB?Fx`Eo@AkzqJON9w`gc4ZpjBG8Uk6QB*!PhkVorfk0C02b(U#G8sV2fDfoZo2dsF<6Tu%Rjj><6AiPl=zH~2 z#q{1&%PMF!CZ9A$8_CWKdF)!#a8>N7ARWU7XYL!PkqY~G^&Q4^%S=o}s(eVDe>Tc_ZUDI5uYuDJpt&Tq|F;Xav=eYgvL@sFh&0BdDg~uLrx3RD!C^> z?@LN-@Np5Wk>+%-QineTt~B%Jtl+7cTO^PkrwWg*E(@QOVSc!3k#N1~{7Ti!+)B>Q zzgk*cN>7JZdn|BhX}AwuftM0hLJyxp>y_h!NGm)`3z^zyvzMfUzv(6ht9{WM0sI-L zfV2W40Zi`Y0p7eoIM4XH7t;BbAwG!XN^)ZtSbPJ}a+EB~p~8m&H}5f|u+C7twqdCf zL?@SALYZpAqSi3MDC-Kwq-(E|vF!Mmz&x^1AW@5Zx>adFtsNnKWq3~IjWzF(`Nc|9 zas^jFckdg2ehSs6@3S1AuGP${`G;)YWzg|#l|$Yxb6`gc_@h)1@$VMEyt_gJCdWZf)&Mfo+4&qH zCPZsh5*Px`|Ami$mX*B3>4TMJiJanxz+U{n30Qdo3<}}q0HX&O?M_2ciHR>GGBpvY z$`ebBXDukV6p$k6s=^n~>D)QYmKCYsk;_UH7=V43Qgd|vK3opb87-E|`AZV7Ndp5LyayIUqcQdr0y zRsM#`B2>NxeW~w@SkXLy4j`J7xdB|Yh2)JH-LTn)0vR85ppE<$x))%8N{fI@FT9UG z8$1>RUwnvit*mJ_?U_6S+D?Prffs4M@ekyDV|G?G39Sz8JW(wb1`cSa7b>YUf4Oy= zB7P#|iH-^{jKwgrv9j9NG=&KZsLkqgwGZ`dhYO1L_Nns4JELE{RM(ABrV%Nj0eli% z7sZN(*C;-H&yk>|C+yoIG_tR|g^!{52???o#=0~dG}+70Rg$iUbE>4CP5`+q;}6&W zQ{1&Uvz3K$-FBD3P`1hHP*z*j6@+OO#j00pnN}a_v6K>;4n;i^3DRY0Q52<9ugt8~ ztyj=AwJJerkRoZfyKL$a?^ogxK^j8#+|1Tv`v>fACYd`oneW_l&Ue3a&pqGy{Z_1h zrX=ZVG!0v(+Mdv!aspBi4|)p}?sw0leW%4tVy$$x^^nooDF@hUW$X`sxwfVX%badE zSGtpI%zMfbXQFNwS-yYlR!};Yr-Y7-2{l22@hZm{432mwauVkp6rjE%(^D$~4>q)!r` zCRwajjdeAh<+A&b@hRL7Me1|EX`fQ)9gXhlz^xQf2KZ${PnP^mdS7!1+E5^j4Y8!> z5JYv-_mH72qj5UkxvylVkY`U>wvV10;Z7b##Cg^aX!tWG5b+FjY+o^Mwbg;;q3BY7 zy&qwTVvr3;>)y@dk6@EJm9GWe6z8eq&K-*+3$;pyarX2t9`gI6BD%8b1DJI;%hYNJ zn@*7`!FlFmOEn8K4P#_dv~$87sC9N>J`_*_d*8l2V`pc_Zucs;Sq{o5?TTdz;03N; zh+ED5B(uy(#eoc(=I|NRHEtS|WzD+*MMc+!yklvIL*GCpsIUzS zYM@^;e#^$B?OSg+{8M3eN0V^pJNP;;;@Q$4e_U!`FTG|B#1z4^Z=goqcxlk1=>E~?5 z46Tqb;p3euQWb(UcWR=Lwh%AwW{JB~a4qJAu`1iO2S@!QZCaZ~SyroRMDe(;i0&(P zkQrKiQO~b%r=E?rdlm+R5pXv931gAO zb&VSQAh#EG7fLwZ1}~x=dsRrj1QeGDHh8>67`9EFq)84b^j)X;mR>x*Snd)Z^cQ{) zbkzptn?#9#aBRQa;uK+Xikm5YLA>3%MB*DN{TZE1<^@eW&sa5eAFv6mmu<2%7(XE0Xoq8T*ZT45+oBJAKx{kps?{b@T%V8JFd`v#cfpl zs1F|lekvZ8wf=p6piS9Yu_azOSU+Ah=@}_B~1sC{30yr5?WovuU!@~1R=&FpF%R*eOqTA@{5Sb z;fQ-U886wX^<{y5fJHaknZlYw!ZK8 zoj>R2xvs}Y-0Xed>z-@QF~=Bl?GPmeDNHmHGz0_$OsKSk3If7|7VrlJ^$~c*O-%m> z_>0%+wWiY>J2R&bh7P6(@`g_Dt?itwEsUsKOdT98>}+4LaL0V*M?>YBRK?2&3>>bBeZwW0BA zk)@fEhy?N@w%|wgg;XKI-!mf-m1%yyMk0tvkPrw)qt;Vel;-%Ha~ED4gDNG&@RRzZ z-?NZlNoqZj04fw}EFK4C0^hv`jnli^q05%r(HRd7wR6?Mli!2OBb50?MQ7gUc^+jS znzywSS)niqte}pi_dH}+Jvn5TEP@FC`B#v!Pbe*ORJXLci9_szU%i-NS+ zzO|D;?j}Q7Y$@1D{h*fu|6W~=Lw%~yNfvg5bz|+kdr{4T_w{F6$1g*c)!)|BJ+^*} zW0P;XWE`iiGh_@hCGna41IsA~War?!){;qMiW`w17_9bkW z7d&aaAHIH14j%V{XI1)Tzd2(<-}8jNO=LD#Uo4>u19H!UHs9EmyVEj#m=~qn>gTI2 zHt#HzFS%>OxHl|zZeiXB{*=`iH#y$tjSCUhDY6mjMR^|k%^K$mKKIhK z9wYMHo0G;-``vvkT2RLmiM>klv6FNtv3#H&J%C>)?(kZ zTUm`44`K1|yr}dFf1v2K^+u{?;2{=|$oafS8O3>B56eZB#k!57!Pr-|tFbcgypWKP zgK2SW!CbKP756nJ{V!f;Q|3c6^B`=JFWTjMk~ytT=zWgpX=dgNgl{dkZf#3_ddz0ayxUZ&@LH!6h^b$55iho30O%Ws~y-rvHkXFw(z)h%yp zes=AZ)vIKPb8yU>v)%qIMKRiE6M)29N-<*f?8$?43( zojQDTL%XsSgf2~>!|THLZo42Uj?u)y ziZnoeZ_3-bzj3_{B(?qRi$YN-d^;jM_A292?yc)mz?Y2s>4}#79)UmXf-B|gTa@>Q zl&9Q2$K389klExPW|b*#H>7BxBO@bTgEP113uOtdH*4;9#~EcHBjwFg?E|$-;v42l zL7Z!qzMZbI`DjUzJIA_AnG)Y#X581`fo%<}5WHCQ=eyd-afXK-U#Dw;cOp@kzs+7QD_k zLlix;0W@F<-yDqYzIEuOc%|XX$ z%EArZjb}$7rXi)BYX|Ac<)DvVncILByec;fb0UW+?+#GXJof7OmV;@&bzt#t%sLKY zW_aCh>r;lF?X_InLWiOBX#|lg`6;%;+j{4GyY=ho(~g6Jr^gxh0>@3At_#=m1sQiI z1>&s>Aep(IhIAYJ(Y$`#r{PI`;g&yCu{dQjl27!XY$e@M6 z*gTiem(~~V&T8?Yy@o;L@v22*CLnaOkvz-6Kn^0)rh73JZf*zNi=VZjBYi z;42ESdxGcMlZDWlr@NWC?!t5IXm(wQ8@wwiIavl&%lhgke1(mtF}M94*utqzi^y!! zE%&$kK^gbpffV2nL;GRYUJBgDVSp2U6FaYMoiFR>XESyg+*rTH(Dg6cS3!Y$!QTNc zM|5l2(*89!pbRfIm9t|h7d@~O($nbVQni}-xI`vF-`;!!syXvuUtv3lz>ExYnBMQ)J zZFz7*z3b@-IvDJFuaV7juV%(p7K>-`WA2>o;LM-%mh)yvLLY7Itb;84*?vARfD~zz zDNuM{EFGlRHm$MrvNrC(W_|8&K{R`PZhCwm`1tsOJr|&J(8kHoPPwh8#oXTv-phfH zm)0$ZN~lzVCP&+PIba7~fhl?}<3m{!WW6u@^aBUe?Yp0b+*KOU-H&v>b3CA5_X42`cZ6wGz^|O0K>P;>TxRWi z+^(-~_kAcM4FP)dtwxKxN48~;Y;M@td87!P*AH%fe29fw=Ck;a@^_ft$uq%S3&j{n z^F%FJP1oD>L`m{mO` znCub0JLEg~{;=b&r>Cd7kG1h#hS%8;{IbyDnDi6KZuNxTRj;BqUXAhnTgJE(c$H+; zRRAQKc>7_O9}DWDLg7l)`p)->A}9;-(3$fEzX*y*nGP^o3R49JPptgGNA39JEay4ulJ>D z2-N9#fIDdLtnt^r`$Qw4O&sj(S;Wm7uLakI(BYgyfp?AI?fW)l9f7-nrT4|mbv+Xm z&qTgvMa` zcRKo}8ju|;I1LCO)_a1-0_t+#)LmEqFjQj$+~T(}<+Y|fU>W=imywVFt82FVBQ_bB z1ROj)gt#|Sp^g)@yVYO5d@;nXSg)$qwpqNMzZ$RI0vYQ=H3JxOMg3yuL`C*{(Dw4W z1*)}KyZ{FrJ)O`mOK9FP73F;^BLG^^mJ^?7-i&H^M8xLJ@!&*Wg5KA4fpuQ(Dl>UY z^cH$EYr1uD& zRS2ff0E}0Lr;5{dNv&myP0bL%q~V0ZyJh0m-*A5C+&Jg9#U!-%P3_}aFgjb4Qk=|d zDGImMc#6=DB~9P=MgGQJOFx;)Vj*+(J>(5%(^k%)3I8QsfI%92t&lGKeqNB8ZB$XW zx-tnm8i$aOkP8&dF>bJoif5#`gLO49TX9n z-U8@!;B%z_X6<5nsx$?_`$p}2u4j}q>ok?3T>#hEj>)*m1%Zovy^fsWx*P&8;cR#* zU4f=|zxi~~wcAf90}^rvZg`R#Oa^)qoB-Zm3g1f+>$zq{3g2Dy4`%q>UBbbk+WXcW zo>|(pwr>Xqr}h~3a`L)C$n)Tsd$me0T%Q-T4A>+?DgaGpq03&yEzoPKTR`b--Cgfb zG%noky?)*dWX7EBhqjEA)YMT#6tc|wi>Ui27xRFy4a)kL*IoWeaRx+v6Q0Wo{JR|Q zn+84qygCK>si>jv<*aE$304UI9B6^I6d^y4E^N_2Qv{7GcXQLiYu{sG+wB%q4yEPe zx5;Xy_seW|Vz86M9sx=E4A08>>-qC7jn*r*g$ikz=EyRyT`Nv5u6#focdteOJrKPnF z+N)Qu_%?H6PLc*aCF5jFWwCnzoG9@eItzRi?Nn=8_30u1@M+DHqMhKyEr|K(zR$gf zAP_}Mw-@9#pYdI1S11bLT$rAZ8H%S?G?uR3(sXvvfgLpQi*K9x7OZ?2o}vfSaPseV zJqe_fa|b4OpQa~4yL06;gQ|WOtn%I$8ueKR^+*Rh3;m*^x&%Rp$YCQ9W2?@n9= zH6p7Aun!XD)^9B4sn)Eg`0t+pN@74q;i_NsLx)xU;$wmnDbj_D?p3hoitsiqq4JWQ zotg~NHy5DUxu#`vgF1kcqz9q$aNVsg^Rl_PiPO+a64=%n zlu5tcF{dx{nA?W6-p;h95tlfF=1Di`_RA4g0HjmzWBSzS8z5`Ik^vKR>*1gO4C%Fw z9S6D-cDg-5Z=T`h;&8c^Ko5t$7$AjcL0^9RmnFhrx~vIJyEb;RFca2N>w#oWYO$SA zrc!C3U^7+$1V|o%wBoy5_qkgib-V#Z%Ida+t`Ep}XqV9uTn`DZTY7p5T>cIciq&-- z;9ROUsz~$%#6m&PuCry%eY>Rh>U28>C>dT}paK3qfqe3S8Jyk$@DFf=(+okt=D^dW zxy<8jCD=SVu-CFc(5>d`mC=JY+kw1@@f6CCmeD)OCJsQY zfcN6R1RVan-~+aU72cq~%0%*Q75bjfC7Guu0T{}VRuDMs1Y`*ddIp5ZDx7~D0qQv5 zVF$Jp2;896HWbR8#sN~>I_fE)uV5fsSuTrOuZmWsgs+s3fFz>-%Q4HmPm7?ie#y9I zU~6En@1#2Zf`SDT1F|lB86ymZOMrBbqqs6pQ~16Hc|6M)r1!b5^+~w_l`WTk@QEJ0 zRV*v|FXMFB%uAr--~IOH*>ks}n2c0iAZvS{nx}r2lam8)BX^mkzT8ywNlx`V>RqZ% zbD4f#4{#kNy$q5RaeK`33f@nnWnm06y-V+{m32X%gEK;>yUX?M(=wmic#25zD$M6_ z=IVAg{RA+m#iosVW;xKnPev3cK+oD##;`ByDs9~R3fRUZe=RRrx_Ka~FB-xq*4r|EJ-e|RoOnKbIWa+$WEw`sjS({XMsCph*gBYAJ;O6y9R)& z0zov<9YLybqjC}7o^jKgu>piiemXFx;7yQb>JR8%CY&kqaCO-L{1eH_ff91P-+#bb z{NYWkVHGCpv{TWO?~>5(=iv#8{IB_@gS6|S0}7%BErGKscmm+}Rx4r|E_NoorJJUFl zR}%OSY-)^g?(-hs5mDZq&wbE-G7oh+CTU0R)2MMN)24hiv zUY1Xhddb%25d##6)_kFhHthVCd$>ykgmz&cTdOXx{(@!lU_ziWt$=pkcGE8!Q^`{q z0??BQZ}5x+XncPXjZg0H7Vbv|xEG2K50{Qe1jgDxZh*TP2V{;}e#w{U`I7DD;4fSr zZNoJ5dSqm}&OT?nSPNfoP{ku}$|M2UeMMz0+CbhCJN42g02gw5IgCv`Pv!CcbqD2L zrb0o^MAIKm?P|+7$R;ScAqtP3EI8xl16?wRBj8d>`^8dFhZWrSqlJ=k+mcw1jDD*A=$vq|v zx3$>8hzl#<@eskYNpa9$b}cp>fsEb)a52K(LzWZ9)}lG+F@JpW{UNqAZ2ord!?vvc z6%5!}xl^%0a2E^cx+m@#dxy^OxB@X>ihCP3wvLT3XI3U zyWdgKUQQ;^qVqtf*PFj78{>3`!Q5gp-_0{frsBa2)^_}@BsqW-mK;=e`MgC_3% zc)7pk(Q+ea_|U)X0&cI#|9vl&60HB{odCbA$L&dqn0(m;dEYhhp9@qxTMUJp^8#qm z5XUcvz^GVra9g#E>{xO=G01cG{F?zi>XDY!Uz3uat{po@rD>Ps%j8ueORa%N?88=o zSFJIVWVJTtJu6Wd;K^@T6W)}lzp0&36Uz9o25!{fAv193{5K>z V$Z(&(GLqeHx z8zc1URSvi;AYD+0zwZ=R$f5tL(?Kxv_o=@@$Jd9aM_}Q^Hjq(mwKLXS9fL54G7JLjdGHEY zBD!T61biaEh+8%oEdSxEBk!7&wZB8r-z0cB^o|3lVLwK6H+h&unu63Yb4XfhYU=s~ zxI6p-i^jH|TZZ|{?7%nqZ<1HMHV7N0ss~aR_Mi>CSG8&i!_ux`Wa#3ej*gBF0tMI$ zNHAD(+epgbx_?i?AOTvyfZIEG?7quHyqY2D-T+sNVgyeNt-6~9k4zZWwb=JMZD9SF zgpzUsTnO|dU^J^T#&LkKfl>sKb8dVKToR^?K_HQX6yyTLL;(+K+5=aL)cThgDNhH? z-auiW9#kt7;0x5RIcR~U%-L#y)qq%hRb_1ZrNkIFy6XaH^@EDnh`-hx+D5Dd+dzro z8s~K<*2!0!%(0l2lioE!*!k#@<~Ia@0ShnG!kX9vrV_ni2WlaiE6 z)KhAsz=jN9^5oI8?ozmJaxS_3_H8xx+OSp7@b*82@%RNf~sPmY`xhMM*QZCm;hrPXafsngWh0 z+S@6rP9St6B*jbAnN03ws&FkNQr%vm2X!E-TiU1m&BjSN5w8fs1<9N&pxeQY1r^U% zRIqcBL{L=9NN9mICpAaw-(f=I|Dc|(u9{GFS)?1nllb{T>qoE?6-gqUn&4f}v0!2- zTxjD)r`%9HptcY8!A1bP4eSNdgMOFE8jhl~W#V7!$8C7<`qrBTq<}1v7I~@(Z2GPX zKS!a+noYH~Z>pG?Rdq5jzCmt^b)ciomUE15JCAKU11GUsyCmJUO07u!%be}Glk@h( z@+7zx#lS(U_urKm+}8c8;4CImx8^*R=blrsC{V$lwqI1y&>TR=nxSj0)nyIxt5Gi^ z+`<0#8jO3GNL@XpZmVaP{$h>wqu;Q^8@(Spot>Y6vj^nOk2Pd)O}OdNo2OKw$!uwD z4RV><y;a`iSUsWtihUB}UG0o-CRd6)2nxlR zy2`=65tQnfJ7e(N)u)1Uam|J+C2P!HC{nnS;;7lHp2yvZX8QQ_re)A%bz)36&YI%ZQy|;9otTbCfg0$$(41{j@w4`)vSAuA?3QFp<5SFuIDA28su2 z0H7k6Cb~2VmW3c=GRfqrM5(pG#*8WoLBs&1@D!pP)kB-NZYhfpH4ZPm;Ui;0p)miO z6Q3W3i36OjoxxN`g0@vz@s}$%Ne+=P+JaXsS(M*dSIz96SwGzN=O`kW*gmDmBW5el zU3{3Hlw?2if3Jp`L228iap@Yw02ru9ifkqc@tq(kqV@5pT%$N95N(Z&o|#-#%J1MI zc!)RaO{}iw0xSkkj`<>2tBfu8DQr)ZFY`dQDpWAt3e1Yz1^+h3C(orVqI1QvaF{Vb zlNPLR#!*8X&CkzwPgYk#n6T!8yAv*rb1@TP_h7z|IXPVFYGx*xraMG(pp4x9ZErm4#XE}^zQfbDwVb@Xyo3AbxV9W5peYHi#-4S8 z5~~G;3gQQW0wamSnqYhe9mG~CwnG26#KRP%UOb#vp(|vvC>gpuH3UaLBLsd~kIv|z zUFdVbYxbFlW}X(F96gt3EzD0NA@QX}=@hbrMl!85*y3C+5tvR%{Pb=OT7X!&A_STZ zDlK48y=d$=Q9Y=da{$BTqY6eyq4uDoo}q4IyI7Mbx%RD9f{qup4%~NU!M{AV2k-mU z`^)r=3WxgHoS(4$uy#J+-fNk}_pOb-;}An6jbQn)@w%&PpK0K0vy<0KH9%Af71=B@ zb+o1y*Vwe1$VU|eZD0r+-!5}{Vfzo|OR$_wXxK%QnclBBKkEhtu75H=CnsT3y+vYT z;>IDCtYa@mOiT>uzrLLhP}z;awDS0+SA~HzT6{Qoj^|L=A|+UF9UaI3r$b{SAj)i4 z<2S78|C76jd})!Ok8lVIlD~Az=yDp6YMY2xc zH_l-pTf~=hkzmRzC{4!P0zmsX^O0B2*Z|4&`AaLD-^`u{9dMCEr2C1TC74>-^Teb57bXz0jYDh; zMw9_ofHlwS#MfVcrueZxIvSg+wfxwkgR9L7Yz%<3UnhbkbJu;$=bK}6BDS_K+@WHxm>#a)~7`RP?u~>qM&p(dv z>EoyY3zb;0CiB@O;j-z0s0>Z~C(w#i`yf!U;v^0!vyyhEfoTFDd6NhJG|_q;eeB)I zLq3|E)THWip$xAD=K?@70PF{Vu;dEdo(<+&RS3Y6FJqPgj)4w*z+A4Vs1OM(!PZt$ zba|P!^Tg_lstVv6phIu*4mtY&-gFWh%488(b=OjBQeyZNi}4G01s3ZbK^B?!-Qn<} zWnFOpf5mhzaBLNV$XycQE@X*bbHl#5O+l~W(%()biNu#vF^YAVC1{T!8?MZ@`LlbF zG(s|p&=BCNt26BYh{GI~1o~L*$R?6soaEP|OV1zsaihjDiGYRy2uU{yZSU^s@ekEv zAc%!PrHc(xK;!5vV(G^6C5On5MWi@QI$92r=T7G9Xi_=?_&15gFm0*>Q2H&ZW;NML zQs&W0QevV~g(k*Vk7S40cO32n-mq5)@lUKw?Rjdr1de{t2rdwZb@e}W*IU3*8U+HZ)a!hX+mZ6`$%RmjCZjg4tdcB*LC|Jv&_upb2{@_Az7gu_?si`; z0o|5?uV`W$o=Pd zGI=llfDH~^qU!E!%tOo;1cNc{5+dpS$;m{3+ZXKx%og)!Hlh^9hD~SMnNL16&KWF- zAevYD9m$iCF|yBFL6>d;|7i0kkI}PcU}&y*rpKC~_C>Y5v%M6RhfLNt)eO4G(25iN z0UY?SsT$x~+6E@t09g-wc7)DaCj#d1C6G;U3Zouw?(A0dP$Xs4uSD`YU2PVyG3w6} z!WGFA+~s_vXpy4ynwj0j^;k0&Y=#Jq$Y`^;)=47+QIn*%zZBm%Dbp)k$>yn0g{nil z>3q4zC}PyCc^`@V^xq}v@hJHz>r3gqzPY)XZY(ak)@*DHp2%XIDxnX#OFg+vWoE~u z=)p=+o@<#ZBb;VTa=Wsn?|@S}FGSnW@QAUecWY;M4RRQW!T?8q{PV@r0Z_Ztut-PH zepJ7xf-C2A>82 z%g$u|z?YUO@_~;Wh^q7*v!k?K34bfY-aVsOeQSD#Kj}}FCTBJOS|-BF*I-tsU!pDx z#wykDBMF;u`%OXcbhO{&e%H>Y@oxS8CSw{*r-(SY{>lUP2a`PPssizA{AmhQjsQ4( zcQQ4zk+g?-czLICMDnTWzOqwS?RNwsST7N+^4jP#AL>A$cnyP~HJ#-OiClmlMD^*= zh5A0a6Ks~qkB}>|+k8#zF|}l?+rCSaot=cos3vjUq=5gD>Qe4dPhuWSWgkRFL?Dws zu)u+Eln;WBQDB!>o4yeB9o1lr%QTyEZG>wydHF9>*1u?4$1I%-P3M3DMCBNA%=H7Z zCH;6qbLz*sgX~c?jsWnU-A{}3OW^Y!?N;yR7U17*fI;0TcgrCr@Pjgv&+nqVPjcYD zI|GybF3R(4;Z3-%gF3#}#DVfw1!M1%NKB zf~%CK%tc)`o`L@Omr50{kO~`v!m6v1-EQk{B6V%k0v+E$S0{=r`lqD9Me6R9Il$-y z1qJPj0c8L%rzy!ybtfmSDG12Ep^<3!G3Z;M6{3_ffU1rFx&2kI%nCp+Y8kM#45tB5 zodTo3biEl~&|r`vO75{!k@8LPp9&12>P2`xhDQNys|_QrQDQ*a_PrGfR13OBgxQ2> z00sJ$$@pg_#&5|4FRfu~uWYX8zS8VF2n?{oEI^vtR+yhp3Y24YA{#lSudK6&NMK41 z1$+|wNPT-&w=)T~2ySx*tiR1c1z-i%T3dNA-F!Y@1Uz)b9x}&p)|Lw+!F{*E5%_cr?(Fj2-yBy1;Iae*xl#CN6*>%` z#Fu%lF^TVwgw4PmO?*+$BxDHcFh4Kv)A*eV?8%!sj_|0cqM>)Wj1?c9P-_tF{pHvn z%`kG?kQRO`Y>jWKVyPKSG&eI73l)~hWR;Yl}&g^ zJA;O`j`9ox5ttsLf&+{vM*5Sg%nak8B~UYBbtPp?iE$fk25b8xIW~tVblhVa1~v8c zlGr0=R*Pi%Z?=6go-4DGr+^!)(nIXEL%TK|Uxj1DaL?k-kNJL!d#fw?(K zsG*w$3~)v6+4ufj){~il@ke>C(p>$J62cSmfKOTh!VQ7rZLOJJd~nMz5|=8Hx$3n6 zj(DY$GB?yjq{8%)bdXH~@0pBuDJ@fBS7Gjstcok91K$stpEXw1+QAp?9-v#QG7zXd z=IO=alBRGbJjD%&brgFLpk}y>^h|zN61N6ZxR^0K!T>N1c#hnCY=?f%8dycf=>aHD zfgYsh4mA@w%s);OG#j0@tR@K-p1@a|;QA)Q5{MwaQy+i(-FaR2w`yl8*W`6ux^XGz zp_Tmyp`IK{*`%#<9D&G|(=KM~6ZpG}<{Ws6D!FMdC819VOkt++iUFY(At zww!8HYri&>ZUO(0_SB_HJfsGKmmSC{mQ0ghlZj*W6XM4{lojcvtUIymGWL$c&oX%& zLW3D?JE~t}w=%qSde!9ml1_Y_PW-bG*_tE=Nl*LvI9q>x`O_gH^-C!&sjRb&S3ToM zp$f!k|7!5DwACX->qpF;s2RlrVfa>I2|UIDDbURHothV!dvwn$!)e+YY6> zcgm8y2{)8w%$=lolpi!nKh?#g%b%B9e%(Exdmi3PbY|#PUf+-7qw_7O(nf>$K>ii4 zQR5k3Hi08conjJ0-L0XiK|MoDSQj`glBkWuhx(6|;(vVEJ6!X2K3^n^hh=-{Tg@kL z86Ci=b2}M7GOzW>vs%-jd3FJ-4%i-^Y|k0mICKitiv%HPT?8U^&rQN;Carae*CFbj zy*~n)WE|y%0gQFH8S8!%$j3!eM+|Od8LlMXF6YNck;QJC7`IDfv0qb< zi6-k%FM7~XY2xspkm*!trV>jL&)}C2O+F6iSbr05R>r@Y(u+%B7`lHkf4K3;r%bY8 zU_i!;_@B(FkTy^Q0P4F6J4LI=WkB-)M%VVC=GhxUE!F}&%Dl)j(0<&I4Ty3nIY=Tz z`jyPSY!p!YN4zqAEO>@ABgWj&E!wgyR(nwu|6RujS*yyen|Z2=<;=9#r(k5W;^B*W z1Lo*$jt3MO#x=ODc288k+t19d)xE%6Ytj#HhyZ_j}5bIE1mS=gg9EErYMkI4^mm8EWf(MN<2r5OlsK%ppQSmxSL@G7o3v6CweEzdsGrjBb?&f<7 zP~KE^fGGjK(w3t8Mb(`^&B0E&M!DX`mw4hwx;grC$Fd(^BFt(aSdP~_>+1N&z*xS4^Ksl(Opy16Ltm3$j zhl}^73um64N!9j_SkqE7rA}HOU6*^;n!1clUL#ooiLQ@<&T8W3qPXZ!oH<He5il2u+x4meq?h3LcG~1Ky z$w6_8XbGDdS0dW{E4hdeXYw$fA@Z&)MCa7Kf1GW_w3}DI<`Mt9Xv{Jy>P>RlpXq1M zfhtq4wy_O^RH1x^O^(874 zXi>(+{{C>dXErJo8d@Ah{PGiFJ5e|k?ON<@_l#x9!wb{A`X}XPRZ}q!5T`)CcO8(( zR&hO$HQMAcOHrN7MGmHVj((A$EWC+eep>>>M%#o{!rc_t*9I0RfICpr9p*Sag&jV$cZ6{NQs9-!R^yTi2~A9pD17hEew{jZ{(5)I?1Q#j@#v&2E^&5||?$@{BGRV@n_G9ksib3(^dgFRf2g zL9{rkhTQw9QVw&e@6!fh6Nw19gaK1#gbV}Ge}MBHEa<&5>Hl-G#OGzuRXwG>$IW>u_|CHmXFQjRcNG;Bel^C|>z2~n zM%}CzzvC<)M8}VHRwlPE4e6V z;&SRB1;4V%UXSww$Alug$;e=+eBk91%ATi`VS?-N{ZKSLJv0JP9>E43c!+J0gX|L) zN?djV-pmiRLU7faX?^{Bv13Y@GdR`pDpM*VCwC9h0cdxBhxkH6A|_TEDi!HmaaO-U z(1VP5{~3%Jk5QAWnUr)*dYKrhCBV^iQz8nj2P^|!k)pqre_1n^>1F>k;c*N*nPC5&-Q7qZ*|u8?!3%D4T5o461&MLu;2Az~cm!9czLWR1}w<<|b@^ zLPnX9!k{w);FH$vPC*PW|aC?7#UVFuEA4d2#^tfF21*^2G@aw0fqN%yRZEMA+5s)T{ z4z)Tl@gb)i--Epd;SS^wfTqRQ)sKn5=%>2mm5h6F!%;ez`Xr;_K72s#LxGp<%p$F^ zQ9xwuYe)uhe&JmztKLt>=t08X<6@|RJ-jC`o4m>Mu6boPV<#*moVdk?{9lqswtVbg z{2WfGeiK*GfF9DXa>;N5GlPcgI*enh_c9ZpWtI1vU5Fi7SKx7>sS0(ItvA3}$YRVa zehIZneEjnmhf~&F8O9VBI=y?=RMW(~YmE4DQq-V=Tr)eEFHGL|83(`CcOpZPD?~p{t zIqr|PkfQ?CX*hP=EA_gO(AFp77}9z2V;k$rzn&#=1<>p|T1?C;$Ser5asohXp9&O9*1cZF;2fkDtUHBrZ=XGn#!Z56|*M>cy4kUYn!vj!;gl$rjUFW^IXa_opsOEBCi#05e+zJ5E zI=9th3N-+``T49O2h?t4>zUcCHv z3aFq>?5>HCnOQ!)_8^`^Ew}aC1Nfn{rT4kd!os0H!=17_NG>Z?>`*E_g%*r0%2)A3 zmWM;jsVoZf?Tt~T36QD)1!eToqw(QkWvsF{V)%h$tpbsj__2PRh5RzqMeaM)kjk7m z507>N&#pUx@G@Yx&E4d1b9(uuY`6tXbVob+14$gmfTRjzoS%x!bie@09*V4<@;3GL zw}3y1eQOS1Gu+rkmVQ;fIJ1MUn|uyp7h5@(zr4O%YM3r*w$4+my4`gCJ! z+?^PnA_%lyQz@lHtWSl1$Oz_6Vk?c-i_h@e#Unl%mTd3}#;Y$!_6YG=5AS!n_6iX* z<<^m4Ha(4|mJ}IjEllZS)EvK8-N3K%=XqHQ?E1%HX_N1pW@F%tr&3IpvWSS`7S;|4 zo3IWI?x>jkr=DN_R@|))FtPZ^taVTK7;`mE%!OLyLKb+pig`jA0R}3%W}>s;kO1au zZPmRQg|{HLAx|eCVHZ{cgHZ76E2@sfmGwI1=BL;)%zZoK9VE5y<41Gi9X$(wkTG4a zl8NetjF7BWtR3enEJ7v8&6!ghIecDScIQ0E{R|DKjfz&_e`I0E0z2Gz2@NI#>F6?cxcWxDn(| zeQz)?X(YT{7lPbhw=gX=Dg~A6q}x-!pUn z14DvN%Q7`0+S6!;WVTKUB`d^_n%(krO3(AAXia6O8TtWk3#Kg}7-e@3KgD#g&KaT# z4|fB5A)zJO!rc4J6!G<-*q4!|< z8i!lMVVEN#(=lmRcOoj)UZC(hOfuU<%yReEV9a@%vVd@2Ytf_Twf$_7R(-FF&v;{> zd3`Nn=j7K0qDi~p7ff+7OF}2lYD-YSDL%>yN&c-}7UaJ}Xep$oh{9%Obo195T1@^C zTvf6+T+N856#(?|oCPZ4`;|r|+kGPnDyP0P8|M7%9-tmZ#WM~KDJF09il}Knb#InJ zt|i~)(ePAMXGbE)V6MR=bqmC#Vu2zUMPyre{f=fUQWf(K>oO|m{Aeisbid~hI~w5# zoq4XWU+uTEp~K1G2>%-g#rN1|zQ)uUwNut-5`$g)@-&ljv5){%K@VM9xA)8+{>2-$ z<}(7e2lJ!VA+ccuC^G2(on{pTa>N|*SvHo4;~yteEcwlbHp9=4wJhRM)r!=rXLd!T zpQ0PrrmK(`9SEv_;+YOJF1HDw-o7wVHek0DPR%v|3A^Re(}&j$?N(uwWk2HPd<{3)cVhGE@b%-3Ds z-|wj9Ql+{L1^ZGpWb14Y(*=cxQ&qqh0oQ3|scYhK5qc@rKZmm*g!#(n{P^in6O4{u z^#WME>c~{Rx1;mlOoD;ilbLM(8fHqH5WU&&^8B5N*rzTNC4X#ieB&Pvf3lbm0WITL zACZTjalv-ec_L}89{(8m6T5jxnqxrJ;dZ)61 zCBGx5?+Mki%hTB_=@7gXU2qhf0Sb#A|DIS*2fh$xVQKlb;753fh}>_M=aNIOMQit~ z8Q03k1B&)0yFHL+iQb(>Dq3Ru*gd7v1(5Wuh<$@1{; zv7AUktY>8qWI`JptqNSV=s4i74&zS}1=v<(jB_EB$DM-{84}7}bIrM0eiC0l(XJ3= z4^bHz8D$4abcNC*JzCRJQJk5FpR%z-eVIGvu53fcZds((beJ$5%o_Y^NM|_J9r*OB zWfT6lqAE{l7$Nrda!85qJ6kMee_PWXy_h68A}Y%2`2KZymRReYDkh}3S998B#n_zF zFBaqGk3~TEVM|3HI09Xc*4j~#`cD;eX!Ij*(ikzJbEWy#u@560Jj@wY`4*@@OhhoX zXEH8@ULX5M8l902sa};auO_S7-stRjI8}|hM2&Tet;Z~(RaxWd8*o^wGq$dxPMnmn zfF*ck{mq*>sOwSsky)@jROhVz%8O5v zV%RSP9<8~5Z2p5=87Qb>W=IsgROt&_rE_p*bGcy|hD{{aedW2XjX)k|)YcA z_~NFAG$igMT22MGoG){_3)wzCb((=KnB>stTYq)m3BeQ5X(hGiPm0uwd_U!O=}!?n z`jPckMyk3L*aP!Ms716gxk{QZG40#mkTC^bB-%_=Uo=hIOj-GT1+2CGrQn_ZwU!DJ z*mI#Dw8nui#5a;AGfS&%WVb4ZsVfb_u%`ldOM5sCI1xEhd&T1)419u|@$~HX9YJt$CEs*v4ruK z@xAXgm1urcbkXFM+9hKj?ZF&W#08v=cr(VYYAP)c_2)sv#S$^y6OnN2E^%&nXLv!Se|1L!OZBK_s8A@ zDlxRu+WE z(N73uM|D)5U%fWeDr3rxwY9ToQA&Y*UoXBweVTKKgysasY8g>I;tz3jPR!1G?hiMn zjhKq~W`5aS*sr+!fcaGp@Vsjff#^&-2pdzGK3to=GUE02uw`%|lej5w6L~R0hse%j z7lw?V`>n3_o7a@fsB77EM9ejjel=5TAL+kyrc9{nS^krm@3S?#KD|*nI21E5ZkHe< z$R#lfF{L_NUM8)v*NfLY6ci3Z&2gWe)o6&r4Bc*bX}kC_5+Lyg(p6!COCGC9@}YCT zsw9@B{6Qxpy|=|p|8Oy8u6D_GxD#M zp$<`EF1h_E;~82oEd2-xH^mQ`{at)#cK?y!PikaC9Nfkmg)E#-F&Al^rYAFiSX9?D0JqA@p#UwCg(g&|mFl@WwF76I~Zi*?pC0h2y5 zXvh{%bYDpe^@tb}F5uHA9B&v{qkR3Ai zopoSlR!zv5<#CfOsi=sYdWkltU20(k!wiAOR4&R6$uQaFo=c->T=gf|k22eKpCcGxv(TPU1i*r8&oDY#dZaZ+9CqF07Uj{O(;1DVK%!@qm4=pfs|Oau2@W-%tiAY z=c2GBFgS|ij1=vu{0%|2hPbTxS&980!rnWc>i3W1M)t_wqjT(W%p_!Mrtg}SfP@Atd!`;UA4^Zl#G8S-%&Hi%3j__p`(sPo6ZU}j+E-} z{eyrusWM%NpHc@2Ji|(s0`&4kWrA!SpOtFC<3afM}e}v1m z#~<-!i4^3L3~P|*ypDg*;hOj(!zWkqI|x|25P8qHYZ7UN{%-D6t}c7VPWXUW;#9f0 zLM!GR%DNn+@wI!6lK0OIb=4X!Y?jdl~li<89I?+fV1jNKo6k+di^mI>mn zJUr){&LVoACU-o_zcdUJ&aRf#PZ2Q)&fpd^puxz7l^j>x;O4q;;XCvO)9f?qw6jX~ zAm+|NgsXe;k9M+F-E5SJk{H+bryQXou}{Vl~1IH;VW*S$P`S zS)rn$h?}cF-e1p1JHj91V)2XeeEWaTF8yE6c*_o8GdcKFwB1p0p2R<$t~D zm55VyQD*d}*E`SfCXA5=op$_E3zqL5S8L}>j2D^}g&#cu0eg^keLvkk7Sz!nO^kmg zy~C>XJCN2wvqiNg$2IOfq*Fd+SOZSCuv%Q*35ihsFw8^-zX!XrhA zWx!k~+)^Y<)MkG?Ob;ghipATtcir!&HGkj6+eac}_#XsUDFYz4WA4 zRMsqE=%^p!Lw5Pg*}#YjpACQvhzYm5fPC`?K=V6dxbfnI+6{oF|IOU~hf4;}#Dssy z4`u`G4zsR*s`R-j`zl$xTX7pRL7}YzH)fVWP*I<+R^rnHPDCchP<^d6c7S6l<6&e~ zD@cFK*o)8GjLbB@nq|4J)(xUPcWVk~k`);*I@+=!DjMghPFjomf>ZOA*i30pNU{<@ zKplLzTnn2<{@Ua7v)4-XblWx7+XCI}E>uZ>oxa=XM2_G=D+SoDlH&PGAG^rwzxA*{ zURgE>w8pr+h6TmDd>HvOl)RKHp-}J>y{W{Rbkwz>{(J{V_zA=-MwxerIhdyY^V39~ z0WcAy2ZaX^SB(PeJsgnAn5} zRXNQJf9SpmvUsj_kppJEr4+Uo@w)dgGHP9zD}+(O9mFFNvt1BHCWDHoL!=%i2lj+G z?>i@oWZ3ASTrNe;*t&m6ORvzKamoG^K`Z>J!@7<_Q|gF9rT6&up5u|wbkUWH#ci+X z`;56fA6{UPYK4FK#3IUqjehJ1@qLFocfaUoahDAU{MrBi8cyxl=mtkSqHm#^7*Y)d z@kXLRWorz;*3sW&iNTXKbB6kJu<4Qj%aqN(PdEesd3tQ^r{G|z zGyD6#bVzLWkjAYcubdFJz`{5_))&ueu7X4{$a~SAKp15Q?_(S)mg|v*=8hb{+8sYf z=(={D*A_U`7^DI@)ffkS?I-&e^@&tR_@-B^)yFY2ftXA3chDiQO8gN(S-*x9lNT#) z6G=z_>;DA42797F04PfWcK|a<6vKS(KEh_1PL+gxtNEvL1A??2I1R@6;ni=BW7`tYZKei4g{l(!jypSA)jA!}Jn zFlNlzeMzTsqIXuyO*3@>asvQla1|x) z7$q-nDq)|3CG#Fgr|w4R^N%S(y6stwnqVs_6H+)#M457vy-eM|3}Gv9uC1ItF>&Vd z+H#KIwylofeivN7oH}Rz~3K#{5 zW+2v=K_i=S?{3nd=*bCw0fleld|1(3|Ws( zBM`&Ad)2Wbf|$$USpV_@Y4lYS9rMcN*MjHwIu<%C{HmG(2?sDYul7aO?|`8T-H&ly zQf?SW0$wVX%10nkmkcJOiXPs9#pZhEz=Ua#DlTkd!4s1Ia|fw_P1+<{r=2yn!~ zU7YJ&jcPgTs%@p-zp$jc{f0!+}L8?8S zvcEw=TLGy%Rr6IO)y5rC=2rV$Q=u&j=(L}wD$QcEbQ~JpvX1JnqnFU$!Hp^G(skH2 z2q@4UcUVQdCLP-FqTA1x8;A^^ULTA8!D!QNa6afo(bIZ*8^Mv);in+aDyoW$(g*YI zl27wb$jaM#t`HcHQ$Uy;PSsgS5|pDY*;1U~78RBe2$h~h;V5R!&9?$F17Mk0QW~qshu1)|QV!Bv2a20bxN}(}At0kcDeZ2%KtMXwM z!ty#+gbt_d$MpMdsw+|f&G}qAX$t^lU;rQdy=l*U$@9!YL2b+>MCdA6R`8z>>U-CZJMXM+e)UfeD;ih(Vf-G1`iViwasX(a0i#WZ z@Y!o%VKAd@{X~ohsTn%^kOx~ryQ?3#ReEI5T3RQRV#{8(q=OG5+Z7y2y>Xu5*tpxV z^xDgo05jqzvAlr)M$tsFWYXQM1tOn<5>=)9XusD08j$uE5%tu9RizVwQ0FxE^`b!f zD0}^jEAO z9L!I6Ee<0?bq+m_E!KD6d4L#+b#<>mz&434Eg-dfLUfQ3bp`Fg*0s z=iuKTm>WC|GKtaepXd#u-wG&9m&*?y87HkU zL^glVJOI|cT71TRE&Y12+22ldaqxK!+9y7jM#CCP=lf*TuRe#Au?=Xq+`4NV z`)F*!{So(w9*^>6l*yINgHSVpW{u^qm1b!ZW|3qz9!M8E!HLn)pVf(A%;M+5A;FH- z8JH6Uwvn|K6cq}@%3U%u?mBLVl>Knj{3#_cN>;}-wM6bd8Nz*MnA%SQWBAK!X6lg!cUthAR)7$PXDS7lZ>d1G7h^VxYz3BXhqt4d?dV&9s$pEJz z+plJW%xbV5_4Cri9Pvu|0csZHF@@<6NP2@5npPhqRARv2Jb^;q`NF(7I3G7jl(h`) zc`3ao?d#jukd!p~X#>WOEH2X==t6h>D{)cVS@KN%y29LZy)3Gkw2&>-nv0#yp8wRg z!WFD?D(3u}^w@L8-ARScvb7}$I5q&5I^H#Slux2ktYFE7I>d-?IvQDX?Bjz{w+O|+S&xrJhk^A*gwq>kZ}b#;F?j+0jM zgg(`-Dv$`l%FfHUGC3M0z5di53*Oi!{u#%l4+*9*^+V+6FD>G@!I9L3z~nhDBAqDF z;%dPxrd_tXu&Un3j8*WVDJpGNr;gwW0b%|xgo=*R9Z2#WLTTW)!~tHVjocs1mkoQ# z`gJ66ugXpXeTn(hB>0lFtn`t}mh!_vWNXmLeP6Bz&8{PYd3KiZD^dTu&*CJt1h-@E z1DhZ8hGju3B{(~mwXm=%0r2oSrjl8V7}W${#^#Wc>x&x}&T;L1wa=%D{?5rE8ok~2!}+!u+Hxdnha{Hj*7{gOjkuuM|EGM=df zM5<`t1O5^+bX>D`hib+tAWBS3?CL7%z~U2AY)wPk`Efz(qNj@Uu1PNJN8on=P+6*q z9}>irY#@$l--3&779L01`lU-d>N=|_`A2Oj)9>wEmT&4I6uHxJ|6GU&VwOeQefUpS zW`wUgd&+*mnuuw=QL1Xvb!3uZGZSoUA~&n27(TA-Zn*z!t*(7!dtPvN1O8jfI_&0) z>$GDKdM1`(Ir74v6g8KFlA;x}t?I-BQqb{m4cfn$02D{VsBrC`MABaa>rq#xHjT9Pvq^@^~rQnBmGr#R6lELYPH@p#dXU@+U@^fnp(O`mnS;|k0P z=6)`D{U5sTx!`-8&+B)aMBz`dV8q)X>=cCHth&ThjE^CEvk9zzF@~ z)gX6Q8y#hJJzJuP!PK@ z=a9Q`KUGiYB4_UU4zii6fDW-LK34MtBfFbYGAmT#YbCH0&2WL_l*svwej*Uu|0GzEjdFDX`F; z8M;lT#6f2lRl@re%6RdC>P;K|Z%su_#q-zrV;ViJ&C^@& zhcFtpk0Hi4Ylp~tl_a=1g1a6qVJ}HGOVJk^hN~R)qdmOa#Mmw-Dg2)N%QvLMTpT{2161Kv(=NFVNLQ+Y>$c&DI zj8Ow=JMK02d7V;~}#sj7@!U&+HDqJ$@IN!6jPNalx#0N2l+J9Zc93#z1Ek#<|vN zFRsF$J$*%7X}o!TMSw^c&ZjgTQX~jPn4ub_*fzy-b`|5Az)`G;oYB8s<8>PsOkfK4 zg+UMyQvA8iH8WxtIVU9F*Bz^zxN6Fi_VmepIdu+nUP3J^qaHF#y*a+CLV1P5TPVSG z)XYuVf6$TC0BoP5AXT~z@}HkAV`!pxZeJs{&%K~zoxi}j8E#9;4XKRr?)M`3bcfA3 z%=jUs*Cqo^r;V2SN+o)`u;rOB^tfQY_441=8qv4ZMq@eqs;b)J=;cERri zGK4rA88?@XDFiCt83!4{#stPH=#!T0e9P6S{y!b?{;2U?d!7pia)2nK?1xF%2KCCsU>N=d3v{N9V=+=+&D@ zE`xXM5UVqJTweN{I%CK}E&+^fU>Xx#61S3bRH!erQjSX-N`1OK=4W`+-j+xq!Gw}` zL9M0Tuf}{JUh{P_a1Cupt)XiX%{%r=+d9IvWaUp%moVz$**GN-TK+CuzKbpBvN;Ivj&yo=;} zg9Hql--FgmmJ9>$qj+ zLR~0dmh`R1C;Wp>bT!8vkdT-?tsWId|2oeK!uH;BqF#eLi=sFK**yK1G2KvTKF*uB zAs-c1JWKf~L9uHj_&vZm(<{>X2SXp6FgqQNVTDSnS03Q31$edRzAL|0!a3gd{_*vW zDxK*VkTNW7E`#4UBk~qY8;cHMS_S+$j)Qw%UXp6diG*kptz5`NzvKh7lr%Id<%6 zopOd?NpQ+`ZCSu$E}a5FUw`dc^}@DyAcDW?%YYIWA*mCrEY)1cnXz+0yltf}$R6^y zA7YI2x5}q&u0~XMwtdx2T`l)blqHYesS;7rY5|AdkE;?%PsQJ?ULw$#8s0n)vPEXIbi=X^ zU#Esff3>Jov*qmlZlbsWBAwu3p|0z0{c9~4rmQg~D6YdN0*QicUH!)81Zc^@JMuPb zj@(0`QL+VY@gA*@LOxuh*ycH-Rx0^wU3Y2119R6tr2&cfDEzxOsmIP%MdcnB4i_)%n z_Xk`7iMX<~FfUhVgl1n4-e&UT(V^d}aesiTmfmUI!@>(*$biSL)tFen3f-r}7HJ&g zLR<5l$D*&Q%lgrUVWtJi7(#YiBEms{BEJmrE~K2$u~YMYe|diD-w&V?O>W8)U1)}$ z^ZndY-Vv>?F7FGqvk&O}d(*wF6b}1OU^LigZ$9IvM9#ls$P{387(Rkb#it62TH^AD zIesy5KHM}|;njU0Y}bSx+aO*^!Vy{k%A6#X!KuvW4#TuBCPD@UQ%@HwUc$)4i|GoDQ zDH$7mJ9u+5eL60A3+bN}DH<_>YfFr-3+NF5^e~3~v^Q7nQ$VLy!1MRtx~vDSzox#n z0PLI1CM8A*nTL*{nsFWe4v#)l5j#t8;^}QplHXwKJKx;4*&zMARf6Pn>DvV)I(bO> z=@eR5b5qi-?E;#WW;|IWTztPd^!0&@O=)vE^`gfG8*-LpdK8U~a3I${DxFoK8?ldX zM~HuQA9R&a$M-u!O%yojj*et5!gN3ETi;IoC#NbWS!n`uJougZgR3-k1rk$|o< z`XFio@@9dM|EJR@(gv-s+M+Mk zHGW);PlfLO{T$Hw(o2!z29xPH3gosn@6>1GwV2Xjma9-dC8;joi-9u3KlNMeC(hH^dZL>Ch7S+UGxovHurURi^QN9l zbt!Rc2Z?J$^IBJIl$08tjIiYRg zGrO=R)<)=-d6BSzSAi}^(~afslKgz?4dLX|@}IK8f0a_nk)2$6&6R~k2QOvT1H#oL zv{yc#E`~8xc;7G%{wU`#f!5v#5RB=65(M*j0UXfDq51qjgo=GIs`K_$b<$EmE91 zENXs!Dj?c0d}c!EG6`b$W~dJcUS3}sgP8EZGNyf zNH==4(&{K&~W&kI7I=4~dj*0SURgsk^5d&yt&f#=Py57vs0SGABY!HZVkwJ%q3W4Ha zRsSMoCIpfc#I4bg5ko=lSa9RcNt7NpD&g_7hol@26<3XPcw;pidgvxDvStyldDWzY z#pgXy136odax;5zO+2tR2u($d!uyGbQ7pqJO+g>b>fM79ut$e&$JxXBQ_yVi3!;omC|n?EC0Y; zcyiH>N82%l0pe}P(FTHQFMi-m-smiu&U!!zWN_8Z%3>kG^%i9R)S)JQQ`hYa4EsSG z$+}>W=j;dBP+{!`xkD;mN{2!g2&O-Zo6r#b6$1g&A$C{J2jw0+lGEAPR*Cyd zLpeUQ?ozF)}bGvFImpl zuSk2mi`U%ByD;k3&k=iIG@QVG_uCbNUQy%@m(hY+U&-I~>}AYD^SYM9?`f{TdWpuh zHFFAT7_F4geNy)AYI(~a1o4L85H-;^)nUQmHdC?3+9?g)(6lct4qd_&nNnlY9a%Cx zCrxmziiY)G7IDjYMd!HXd_;jBca?Hd^Da|5yMs~DuT#jx?Nb#xLd3kJyD^FK#&M;& z2lTm;#(6t(Jg_dtu)AXvQcaNag7x4Yal<*j53T-b-gDJ})T{mA(bTxAL8d?{>`NY< zw;j(#mmZ_hmlBxlY@1ukl9T5{_?;dQvD>pN-U^Lh9Purnnt0GORG5d_Z;${@OtIa}Yu|FTejQJe}gP({F9fD>3i&atn-}QyxuP^auU5llXM6yx}E(+E`T1 z9%18lJ%k8NZ0;C)tl>#Y?6Mu|aD#>m^`mQ;u1e& zE9fOH)=VKn2M%7wjt`5qCTGflnRPf8&mr1IBL{w__?|KThA&VwyV(x zhTD+^pIrO;`aKU@PYx|nhn?0S(40g&CE4C;yJ9=VS$DrWn90P_7DmF94rWRTj7GmP z`Y6-5F+rzle;Y=V@DU{uBtqmyfmO_O?u08-ImO#=M-ivJxXx?z+dRhsP?X#LRFexr z7bD7wbLGmV44<>VKCF@99~^g*A(y=dF7z|s6>mG4(bI$sUN=6vA}WN!Upw4y!eSEB z4m>><1Y3GkKH59ipH9GCK4Xegq!Z>9UKC)|ucrf1jlBQM~2XEHQo+S7Hq7Byl_$k9hO-xd*bd+aXV20ZDZwT3tZ2;XNy^8?$&roea zyK-4e)?V^&fH3xb>fdtotCEan+@e|6Xve>tUu}zMsLrD;I;xbZ zwWCL`<(p9Gw)cBTUg0Y|2ZE_-4b(U&xiBd^M-Dxb8VacZ+yo|`ix?r_f3pFF1*yCr zO3J{JBsRx+vPl_ih9ub9ol9iMgp=}lL5w~(zb7>sEUOF&ugO)k4TxD)hOIQ~NI6o9 z+Fkx|{)Cw7GG9CC<@ja(Oli2TK(_?;3#Z{QEN&=rW`WQcBLDDf zh3EIHhd!(@4#TEf@4Gtb#)ln0e;lEBEL@Gf1;b5FH@6M12fkUqR+4Z33~$s0fd4tnaq zpR47$l_)&2hlvDhgsv)}RR)a~jz}HNPd`FHjAhw;=$lpm#YU0=`G#PF&AGR3!ur_3 zzw@72&xT^-T<0k{4?`CcO%}tTA5ovie&1=fm0QtDr!K?pxj;DFN&w5f%;3S?UV zB_KE#5rg8YqZzw$#v_h1FHH8P0*a0tU+{Ie%A@Ccv9r891-ta}E>-{niJYN)sE)BmKsBF4DnW?Z7xO2Q((GyX2%kM_7uyH{l zm)t@NAzqw;pxWtFxC#5Y#nX`uT#GBJ%NLwvNOeY3m^z&A#Nd88XTl+6$L&D8?<@7 zt1Ssun$au_pGT6FvT<87^>*pbh&fR`u<^Mp3(Cd6orsCReT()_sM zeA5N%=ogyn?jA^%{zu%(>CY^hMzdXr|Chb#FXrp;f2XaF_s`=Ms2Gg|lEm*|)$X2TmzT^9La9Xpa?EuZ?i^9SKv~R(_cbIHQ2u)aoBbx>0&kSi3S%Ble^y52$ zj#SRpr}$Krde0D`GXl7K%>YMx_L0#h)B{H$zbPV|?JsPgppZE@zxUp-)lJige_g=v z2E0L49i2h2$l%=4bgGZ%k}}oQY(FcuF}yB!M0cc^o7Q%RG4o~%OsbHM&V~X(ZFaxo z=bnnk3eox5yzQK~zo%hg^~Fio)}d)F_HwIDHlO>>179r|rC2!DiEt zP)lDtV*qW2IJ$R^?$O{JDv|0_3R2M$^#KUIABH+FiZbCM$7J3G${;fb_XZ-_ki5Y7 zs2*X_NQYzSnhq|6p7KpU@ff$wxt&jMS1)E`9p~cO{S4&J`dNfTNtUjkHp(@>DYzv^ zV@pfsA!eERS(nr!D$HYEaJW*(dTZMx$|S^DVFxHtiSf)_d41KMx;Om=NKv+r;6#zT z3hiZT$+xt)B|7#i7Tj^fQ)0MW8k$DVz>`~;zl@SuorBehT4`iUsis%58Y4Z#`8TYb zoSDq4yAxwVE&Z$Yu#4qsu19>NFrmw#kzyyu{Pn6ODedoFrHvoIjMv*QfTKwQq%{`A zJ?Yz}Va%|0yl~#^&{?*9;ZU<>gr%LZN=j`?Lu?M&HB4Sk$(coARlYj_ z)zHQ-kp``T){A8=`@fDE`NSW{VX8 zRz=!%N_Rp<^`eN?xB)t*N!~wPDfJn=8j=PmTDLcbfl4u4)oFVZ%HIHK?k;dGTmyO| zB@D4XpBYk5g76$h4V@(4JaK+Fiw~13wJ$apz7g`Ag&=c)P`t zi<*S-9_>gI_kht$jC#V|N{g>w-Ewm(-)!M-OEn}=XR>*cZUm?hy|XC}Y-TK6W^T}_ z>Lwg3zq~J>7y-9wZX1O;ST+nyWkR=cCOxBgcNCsGaXal%q#Sdk{^HrdEKQ-58mw2y zc8r5|ky@1wH>Qk^Dpt&^)ykr8q@xHB&w1~AS^P-;(bXI$+VpL>?R(_MCMl*v&sneN z3ZID;I9?NgL$(b#?1yC+o)8%Ov&MclDqq@q&M>1of)u-obQJzxTcI7xzt17GdO7`_ z)@nbpj0Ienc6Z~y>@p2{()AAFBBiwogeH~7soBRQ^9G8_6XYEW|MYmyH(IUFQwk?n z2w2K&vto=;L1d8?KHXVUFm93Q{52d6i}ly5y*Z)D(=E1jws+@i2f==%3NtFey7AhB z-;OO=7f2W$n2_`c0RGU_TmE=xaxiXBJg*$4@)B5lXso?vT>=sh9A`&VspgLV6LYdp+aeC zA7-+4Co`_^18=1TDr@S}v!mRkCTU@J*BLJN{b4yksrlZWhu=;IDZBYqEtU3>8UMK8 z+*f86O-gRkrT94EAiH2R)UvuT7lxQh6d_q1+>nUqr=vG_OPv2!S|O}2Yba_ccOvAJ z2bUS*$ZE8xQJere5%#KbGkk4GJ#2Nots!4U4C{@!%Vk8l*5mXXLDs9&TRYEYQvREO z)E@8b)-&dUT#un<%kbShp{!KL$h6dy0GvHv>*}EjC+?)I9rp8z-pPyB8Z0M5_O}IQ zT6+D*x+5YPo&W#HbhEKD@0GG@3)K0VERWanBkj0-zS6pE0Sbz}m|-)l z>xFtIGJWz-V6{=j;``#K-;diqzsZ{j=h_rR;&a^(!67W^0FkLj)3&z8r^U4U@kxl6 z%6WrwamFbY&p#C(kSGjWwjUusCJ>WLW%Py;U#wR@Eh=`XT0RaQmy@cGn$4Ukxznb_ z#gk&?vZym=k7I-}ig!cv-R~7rws5&+I39wBOaCXau@kSO3G$?qgcCJ`Ox;SDTU21X zrH1DeztZKs_cPuqFteYF8oDsI^4;ye(Kl&+C={KsDVIf z{D)GotaRljSw)@Y>`h76=BMtjGIF}nz}Z;Y6VCs!P5@;->Rz_FsnN6#7FmA?Y*Sj> z2se|G(eAZapF7Q!UjVBBQ2rOy1K;0OHwx5n4J$!>yB4A+vBqZ`O`9PNWVfL5t@g6f zoPUXTx!IRy?g4@hsw2X#vBu{mskSZ+{x_(r=+{8^#aewZtK6ZDH1XwnD7`l6a@(pk!d0N=k~9e%Zn(Qa7Y6*{V-IvQQn1X7!UffwF5^KyI<| z4t}NHzG;DgS83588Eo8Y7L)=Lv>V0#mJ}6joBu*=;!52$nF92mS(Wa=7OAAYo+?%a zm_w*ZF&;k5r%RFmCuyxRCyThncB|1dm+D=p|D&#Xs+a@nED~)VD*Uz6MR{rff% zTem?M*mGfG6VRl_$@XI+djSf${(LMS`U0kJ^U*!`R5Ub7Y_mnitbSdU*^cQ8z2S2l z0SE|jogo>*kHE!`$QYnrarv7YyBgyDt7t+?kvq>PE9E9Tu)-M@GK>d2RF(M&;Ib%}7(JSv z6yE&3(u`y62Zx=jUR>pV&v|co8(L@o`Aid4KBMIS8JJHZ=6;=g{QDBLz%;)6?R6iN z(M^iv*;jxH70{jZ>>3jY%@a$n?t)(FgYbxS^~1@VAk0~g|4e*q;E>*O0GL$3RP)Pk z+4kw?NqApqT3&Id;rt}+Tg}9J;Sb|ivXpbtR8j6%m{!1EWZxSITSM8Dvh8RW%!->8 z%h-nEuDMkXQ3L>8FB5&X&=ngH$W;Gens6@SmYuj~7Eco#!NMn1EDo%RS1`yw4Dy3V zDGsiHNvgUO$Rn=P%F2rtus0%b#U!3%B`*{!qSy)>)EqzBBNrM!kK;d{$_^zQ$I_(u zz+JjyXFXUu2A|k{tR9xd-p_8*_^L?pV1{x-+4@_`yYGIE-&gmd7w6h&>P%RUn6Fg}zk53-K{hPLPn zX??lj5;ej1UEwH5Ey$o;$lexh4gU9zdnS9M0Rq<=#NnaSLmtT=a-|^OMtVJZYU7H_ zRINGwKgzm*xEi+zo<(;+72-ix1o$t*&i5SQ%X7+nh1?iNYEI$!h0C-)fK}XtM%I_r zE|ivkS+Q#W4xHj3$)?WiYHa}T)Jb(ckq5LqkfZ~=B9yjkw+9JzF06hY)L9a(y!r&4 z!uzS!wt@2QBdT_ak!>J&!OG1ClGl`iY9v6mfH{Js7(T6I5!a*}SE0{D!CGO|p=8ke zr?;OMPTw1!(jq}$D1x%R~4~Vj?*c;8FXiEd<803jN;Z_Hz?MNCiwvh z%D#Z6%ZDF8`7k4BUj>(gF=~BT0ZY0qclfV%op-HC4If@XdsGa41&G z6AYoX8(JxBP|F+QCG%p{LGcNzE7_mJ>#Oe*uXyIp>P^zgq=s!i$>Ch`pJ08VRgt0%?b?aI)V&>AE{o`rVD<=3054uW@2gJMp z9rS!PNvaL>jDLN|>q~52?u*?4)!kqyGz|)VtBC3Q%OAsAK_BrS1ENDZ{)4B?f(1h_ zD8?b@p>De4^S9?Jwb@mGq+XwsNm@h<0qi#l+rno`M>y7|OKf4hBJc($$>07~QntBt zT0<)&0d67DLi`y1dUhJp`;FvnUs`W|0wg&{FQKFzbw{;Wz_0q?qha?L6Pi;6CWO-; z8_Muc$rZn`_{~+Is|lUYQ$NzCu;2YmKbmPo#%_| zCx2_=FGK{3r+?3l1O-`mmY6reGj_QHq>{{%>`ld~h`uKkA465m4eJ%qiR|QneM1pr z(k(_7kY>yx5RcSu`-DdN+>X*zvbK>{aU)=0g`QFep*iL{q_uL7IuL?rBpDu`C-R_e z(tWhj0u<3pBV>>iZ#8Z;RH%U9=#2Pkt@8QodznHB>zf-lA9e+#;3CbZ)N%+V>B^t! zoMdWcyrgv`OsNv{vL2BmlBtihmV~3X@+PV-W3<{k-a5*QTcmVPpfA>yrG_zDDAJo1 zT>;2MV(qR6KIn(C68bXEvrgRzC_z~oFq|VV6V70_+ zX41P~FsW}{ZZ~8UrkF~Q)PF-Nd4aaZs?yBGM~E6t&BS2A$i=8Ltyi|t=$b1Gihr6k zlO}f4ZFLC(vL!ddyQ<@v#@n{vfxaMWhYrG6{U6V5CUa4aXEqkFw^wDNwR?0Oog?y+O?%Hwq#=?@AdwUUER6NG4YRE&iDJqomsVU9fM931 z?x22OpibG&ilZ+|HRaVssq-{OdfTYV%?r_)pf=5wlKMe`0#|=1!quCcJTEZqug#`| zY5M)T@RG`iLsHadKKLf7PIKuSJ#%hsiEAA7MFWTxSzPv3@|zUS#lAGzv`+So}KY&frHf3fs z74sHVaSyh$^1b3as<0?4{2rx6n`bL>@2KTenU8~akJAXQuAfTZV@VsfgM}!!6cFwoEX&jrc_@o$ZMBCSghkj4tk=` zs^Ug(Oj0oS-b)rVsb~G$!Ju5Z)Is_FtF?7mWo` z+J98OuHpli|DwFRc4T+3?3khGXHjTHJ^Y4Yqladf1(Nq4tBMM7 zL}2V(Xp&D$jAF-tU*0VhMzv=<^WZ!TDNd2D>-)emr8pnhuM%0mAF{R4W?1;1DvNA& z7M*dy-%W|Y-oEJZeM&yf{X_7Qb$NW`jh&BP?UoJJS2wPpWtZ%fjJPcZge#p?wfR5a1(J<^Y$x;>t8k}pmY((SjI=mi0=au$0o$tqkI;O{e zD(3BOzp|C00}$<0J=;7x#kVlgxAPItobsOy&G7)?0_W-2B2Q8k-v}>pBFIe2A~CkW z+eE9CRDT!ZW0MQBM~$oYoa1+ojc1IdbK+x^0yhN$?@76S5(3!Hcj!5+Q*%DAW}-hd zS}pHpO{qcBd|Oe}dkRYA^DKWOB-8Jc;J>>n^vrLwXfm4exS1`vKc$MrEubkc$mkTf zY9)?uBE-h-TD6Y6W}*-^2v4i@=4GVZwIv+Evv<@%i{t0J8m+8CsN5a^nTAlrNA8_( z5udk5K411Xt*7l~njh|h9Za%Z7@n)X-(6kCrs9iQ{wToq7{@jLQPU3Q$&MJmcvOzP z9kGgh3ov!sORcBxjje^pZh#{uet;?cdDh3bkh}?r%gF2BsyjN^{(T2X+GcY?)w`MO zR|jAVTtCZj{F8`GT!i|t-}YH*Vx!NQp+BEn8q7MoP1#9#oJqI%6IA))MOI5MHZ9u7 zsWe85ERP>ecx5z3-RR`bi*u*E?+Vujszzd1x3s!61#kls{@Y3((se%4TIQxd4l_}_ z_l{eby=E1%tel71%fuNjWglNkV{jk)Aa;i;<=sNP`*+3pFy=5il|cZ$6ne6dG!Xw zMI5eA9lsw$cyOKpG zO|S%6M=gTMBqEWdsKdn|@!&6faR>3cm&FmexZMdRpiu6(A7pzg>IhivyG>D6D}6sr zr(^Iv=b=vqXNPY#FKBx;lsK6``3>fhW!-_X+dUWetBWV*-0|?J()Q9hMbYj|c-(Wv zn_cb~oSEcNrtNNt1Zzz@-dGsN}sPO>0gRP559l!<^YV^K6I@>a6v`q0d?d z#6u}FX|+RJtHIrV_SH3c>sMZWX=6$+$|zbDuLZd3c7nCC)l%qVswkwoK6YowJ&U)6 zn%kNrx70j(N8Ywn0Z-kG(+vzxU-N#g6D5yCl_kb0UM_EOZKV~`$q#&_m!vG9h7Z~& zt(j1bpSPdtdAWOL`?0fq?q^JQRqM94b@>o&(`29OOd#r~F4{h;Qt%0a4oGk+((Xf> zq!ecXuh4^Kq*!WTO#4r>IJH)&gl&tzWh9k6w%(~p%_u=U4ht=_1$A#`2$l`s3hX~2 zhDTmHG{7y~qRFF>a=_{kE>e{a9ZV-@81*Abh>5`U^ z?(RnE?(Pz#L%O>=q@)j^q%;Uf_qWddyyN?!W2m^#*(4IgQ}dZ{X) zoT!AdlBIB0`p0|@GU|1&{4v&8r;cp15l(7dGagAZ-cKYp-dd|{37X^J6mQ(Xs1uY| z4R=|KoKdcX^=zH(yw{F<`2 zV527lcLoI*nwY?KO-xjU$n&T(MK;{NAbcI-)})sbUL-w%PPWwl|k}5q<{#NYea;^ zb0e3Gdetr8k$-jAaH9y1kyu};AhlqI9ECATgX^w$0gK(E?#!Q1zT|koLbaybrlbSR zB?@-ku%O;I2g)2T)cpDjafX^+X1H3o(f%H!@nL;66dLO#s3lmHqBhYY8-poCJSkE$ zR=!o@r$WC$RgR>Fx01jNM0jU`(Ih?U8h0o~prlM~8KgaKE~&oMRG<1#rzcI=3QXo( z)lC!Jk$+R1GCkrpoh|CW%^4S61>xgA%Hh4V0ZAZe|3bp-LVNN2Fow`LWJ!6iQSO6L zw2WdH(VT*lk_1hy~s)>Hq>HiHM2I$Rh0)Ysr z2g*o=~vYct6u}E@ycTIIoyau_{ z+m`qE+tLs%jKf>V!5I1DMA#A3Q)%Y%}i#|Wg7Yi zN2^>0RQiN4WZA!96BS)xnxq0SSX^pV2gsW$c8Q{bjw3^_A%u!%0b3*sX(%4`Om&FC zNHbtU;y)GAzh3ss#ar$2r0Sr8T_O-=~0wwUb-+^%zLHkPHjQxjcCFzPEj93AN@ zdi4c(K@^-TZn5NruhD0K+1aJxIC)3xO+V%exw~N&0m+mF2putEN{M_3Cy%{*QAnN(6L6t#JHvG%^lP zQzRd#vb6LE8p2S!KCaNmguRz^B6uyTL}iG>mMZ$vMcpWpUcu>86mxu)$Z`OEG9kgo zCG})85+SWFHEB5iKTG*S#$E1|6np9Z^<+RKC~KE*Qk2O+ zz9tMdi9Pl7tG82}3`yHYz@>A(Y$BS`3*$DgrTIu-$&U=X=X^e`S`buW85u=$p=;PIdVG3)gRhe*#M?!emkx;F(%XbLK&yw0tYp zL`}-WqmT$ff)`D_w>8;@LnyY>$&%gMhB_Pe^=@{e*~fveCyLl15Iz-J;Ifrcwon!7 zmyW2{=^P;!m}nz+9*QP-QyjTJ29jX?tLF&?IAJ%nzrQ7dy%HMP-Bo#=K0dGj^LM(X zgaw^I!MPHdWutz=2p_&~5*63rTU3L$vA}$xlV)Z@p~%D14nrbkXd{ZDS#39)4jjZ4 z;6#|Hetlafxr|zLF{R4Ufs3n#mLUr8aA*kRS0?M{tr1@kOU~}3tGF9QZJf$u{d*Mk zHD03|Yq4UgSJQ-*h%UNp7($#OEA<~3l4Ttr-27?D-KWx`MovAXWs2nR%EWjjzPO>* z=(eUN<&-MsRFfYj#2SZFuB6g4EA@pf>YH7tJg6q6Z2(?sQo8iA7fN4@Bzz8UnR|zy zesf{kIci-ZmaS}9XDn5egrjY=0}iY)Tq2#!O_p?~2xKh>GSxwx%U!Q+TnQh)1UZa; zO~UDrIS~IvFf!JtpKQfAHF|6G7emj9Kg+ijyg?JE#Hg$eZPFwY*#BtUIhd)$nQ03M z6O8>S)l?LpSl2}{M56_(tioMn zne#R%>S{fM;*0WUFW|?5V!j+o{i+LRA>Z5!9X`1*MllqoWWDYkA0Jn$wUEQCpw+2U zbNVJ}-+6T9@U@=<0~+6;BgpN73M`HsP`s{<6eb*;D67(hqmp8l(P?~Tuc{1YXN-YV zA;4uU)FW6$V3M!gy~yB5b>E*a8^y^URP6(HWZkD2hW&&3BEK}x=!@D#VztHWdY~x$ z)4SguUh?g6Z_J$ydRs;J4Bi-sEc0in#^uHM^po|P0{+D%j$ReE!gV{hlFj|BXb7o@ z^jZ1BiXI&?k9cT7UZ}fCj*1g zj3Yf+p!a*knr8;PsXaTSQ5z#EJ>l)p;Gb7)7VNlG9ATzd8g9Jgtq(_wCC#n>akOi~ zxR*f1Pojv#eYRnjYi>+9^>A%$KNpKLF{MXIDA^u{~-SDCU*VTp~=jH zX)G7e9a51z7(vqn#+)>@SpxfOasKC3!eP-U53G;MB{sxG>Ai>)Nf2K$hn&an#PR0@ z-7J5GZIUvtQS;aoFlY;`RUiceOQ!m#f6#OYJu) z!e=x7CHvw~6sUAjTMrD?{&9%v1?+C1g5UQJh|G)nd^oE&9b@WnPXW?MRIUU|OB}49 z#cN++}U)Vyr;Lvzz;&29`iIvRp}~S z*JTMUG*6gSzHv!AaF;^0v8(kHAI%JfaN?TPS>t~oqYeBoE1^0KBT>T{WUTD508j>o z(gAC&xT53m0oMw&5g{r~f*!3tX3(fn$~9JegN-I#aJi`sL8e~;YLo#bn3(|?k`;vi z48tCF&s}1KYJ}F$01{{$0qig$>vdR39z! zA{nm5S)bo-N%tNc;5vM$AHdp|{UmO3FAm(pndR{C=wky8L`Fdv!=)QSGstYJg-!^s zgF`H}j2Xr3C9D2)D#kJLRQoPKy2r;@L(3T3>nN>xF^bu$V;O6>xCc6qDw4aCPbj-T z)>_gwAP!3b*F?@Lq%>mI@i|sSDvxMjvgtGg2X6x*p+D#c-`$|~QXg&V*E7Nu?`7Y; z?>JbQ=;Nk==Ri2p%X{pxhx6So(}ao=&~yd0O^aDq@1UcNZa~lo+)Lul3}a0knMj~VknyfiN|lkGm{ZZ6APPU>O&oeQKc%K?9Z*nGQXa%LsKvXd*F{H0qPOOit=&o8uHrfB@C_t(_>`Pd0sf*$ z^y+gQr1&+XIR@h)s-Ot zCN*c6qt-~8^*2oe+?En(U0hszZgB(WJap1q;htQN;i#oPa>25&w)D28g3wNeor6Tp z%Tj$g)XsL(@d7G4XM$Vf=S`hC^DRH*{gR@U@$JWq^X-`zZzjzee;CQLQkloARA3Oa z56a4R48(vyPH5@l=OfS=HD=h1vL<2MH%Giqx*ogj3-wotx{eDD1*6*XBuagiGn&e-SY(rb;9>u*(-9q43ygRjR=s4zW*b<6N}V z)KS7(BUbG+97L!(_QZP<;8FG^C>kS4b2=Q&Y8m{X5xyhSsFuI>@ z?l->o{#4^-G{hU;mU+my4f zRC#Jq*gwn@pqpp$+fc^Onb2=^z*hAduS^$vOj28rX>_MV-%xC4%h-(fPTi6l*QKT` zwKERSW6KYumcfQ*&BY}CDLyulD_M+{;{9J}fDlXXf`WlYBxzwaD0c=QC;YciNZN&> zGekWvi4Z2?_q_0~YwLYrk0?qMoBV>iO zYpr>FQ`tmK$kWZ??SoFyGrD<1(RVOtGoe{;9j2TOi2G#r`WaBR3UiUjTz zORmb)b8@s_SUwdlY^nW1$0u{?uo?I9=%14sg zVCjE7^<%RziRNh#WR~+Kj@*k}d)f1O{HDc|Ug?CF*zfB;Gd9#0h9IY?^(vDoKWa|K zatX-1G=vlVgx2x(&q1P^O^RKU-Mo1FT;v)Kjaf?BP2R)}1j!X~v&Qm3WP_$PzrUpE z7n>%jEdu%C>sN`1eYGn&gV`&P*{@T(yYvwk@CWZH^r~bQcx*SQho^k+6Kv;pMHRS@ zBnHb$t?*fF&J6JaCc<4HQ=i6th>2*lFJ1En64tzY7vCXmq7@Bl@esnP7kkAo{*IOSI)DCp-v`@h6e--!th`v44ZWDpI=#?6%zf?|nia3!ZLDnsy8Sqwp- z4BE7bt1S-~BsPqGAJS&n>BTck==A~MePsw;$>Jr4q?Ob3cEV11NHC$4(GpWr@2dY? ziIEh&3xV5C4y6L)YHw4~H;sIj7?Rvgk4^oz{G(S?(GJCjgnD+B31_w03)X?qGmgdJ z6V-Mh!OsxPZEgiM@rf1H0V_l&Q3GL|U8JQWDcOoXLFNroN=gloF`m6Tf4@ipN9e#c zL7Ri9y3ulmOvlC&GO+w@X2iWB9Q6Af{d8;wRN%`$E+b4a-C5yVubSv6ncyA(xaaMd zN{QD)Obxysnym6HklJfPGjm$%hoag{a5T~WBF`Y(e&>-XWg;n4t9YO1&XWm1jtU`* zX9zlPG5BGzjjrOP2;nG%VIm6Z26an3Y`=qoCLGmDRxBTLdvtW#3o$JQ0?$O^k+DHH z2+*(%BZ^~0$PA+}0M(L`y?Cum>mI(Xb9B+obcnFTk2{mm%OZBv{5X2}OXdj@qZ8E3 z;c=nbAti}0n$camHnHXvJ*6hrKXwo^yJV@%a@pbchc1(W6Ec%DPUC*pNl0i5TaEH8@O_&nd7c!8+9~&MIW|$4f*x_ zAh_YX>k_3rRBy;tcf9uTDU`$L9Lqj-un!twz~C69EF_C%)U#?H23_7436fcc<5(p9 z3tMd>E`I-w-dnZ5Mbe>21r?ipuDGHQNmaYag1=zt)k_rzfA3$csdEV7MVEVk$kPJ> z9uAZpev4PwA-^qm-;9YycU2nLLPeG3HBE6buO`BTcXurK#zj$uC`+_RTttBQtB+}) zrzMA{g5j&K%OvvHRzHqr<}SL^%i?s@#$`O^$-|nMmsAo27|z{}*iNy$MbqL7zM~ct zUsMTKC@;>L*Eq+{9-i3DrZq57c$m1a?NbwN40fNk+>qfY-K6WwSxW{VjuQxGSZ0lrm%0Pa1Y-c!#+)zKS2K{0s})qs1gzOX-I7km6NSwGX30IjrCx)?HXx~zJ?sc@ zoXv|V-302IH=Z`?3+o)`T&{B0U{X|_S=hpo24mbKMDoh2%Krq6VU`WOg?+4zD}A}Z z$<;iNlv^y!qK?FFcY=f<&k%dYuH6*OeU|}*JAr{#AP{WsJA(?Bv|up|GzIB{)x91B zGnkfzIQPm+i|nQmHfTsolofEK_;vQp{0%fV$G8s^I7GuLH!ATe=&!8D5Xs)WA&g?Y ztBasru)*?Zc)8evC#Q~wMC}{bY2P2X)%Zqa=G&LBd4#JJ$)PQi0&#=ri`x zn*YPRJ*k3vZJjQ82xFA`Dba<{FU zi0-WcVT843uS)MwHp}Z=U$*26PDUUexbYN?PI!D+%jVNc;IlC{SWI{68B$rz_v-Y@ zjr0wo={upkB<^%C~=7RvAJ zWZ@CKA;^?t2|S-%i4BRQKOrbP+AZ>B5*od*yNdZSHYGhQavL%yilEf6)zr*!LxzBV z!oG_`AG?*C7i`DV>uN070H~fMKA+(@G_P!YiG{C=$`~4;lC!edgo-s#7(BFcLr|r< z56z8cW$L6e6|SV){myR(B~Jyld%hURw;M6ToxMGlqN>2_ATt`ah#UL3ZUP5}^wTyb z9ubb{dhYJYGf~*=UHHhfat}zKzbYv7j6uMY6Jz*7%W|yW3JFz#)^-SlK_(9cOR;8R znfz5r_M;X(jx(A}6lK?q_H68MqRzcx-LRDmdl~bOT)nm!p9F$dBaWJ}(FG0LxYuc8 z(8-bW$t@7vQVqK5G>ITNP~X>&mEL@|(lnGY^q!;&xbjZ$l53MBw6bf|7H?!jI+I}1 z$E=AU2!h!kxziHPj83NLZB_-?ykDY@nvRMP;?6<;wc$ZB{-lx=e`aTF(WYJDF2dE; z2@a;s3Do?|bw_O9qC`1# z(HU!2R3WHS#qqYUVk!z9*;t0YN2^(I?D6h9j`zx(>}^1iMG0tgtKf=@7&82kK9{SL zCn`5xSV5ZB9hqT|45JU=!35lgkRjOk-wltTlajq{ooxQlg5ze0ego|X+v%(mEnI){kZ%bi&j9j^y_dTXVRx3-fl%L zYOv>36u{^fK{Z?puupw9kweCn(^HV7ky9RdFmiH?jCxGokBhTi-D*R~Aeyy}DG#Y4 zgEgs$H0_(w`Z~W5nQODZew_yNcsr#XXSWe?fW#pNy?%2JUYZ6UcFqiiER~@A+w$YG zD%@3&?1Uzt0YR=)tW21ubP@vpM(uED*~C)~8~c7u5?MGsBgTwwTTqO*j(os8NctJd z8Wf}n@kT@5PYPxsN;k4Bkf>@BnS9du$9XGjBdU;kE>^?HM5I8niNXvJKGdUORRp0Cnb6i3IKkFq>RHRb+{pBE)pJ_L}GEGngQ#zr+{FI_JEHNQ$`=5`r zk;JK*a%dc;Jl9Q>6^SJH21BT=w4!|<`DV1AwcnsrYjGkOH3feLtW3;{;&hd6>4jLY zD8cZH?v$?r*@$K%w<*TCY?{^ZiEKz?ok37>_)JU_NcLpP9Lkdc;_;ttl6;yGw`S|F(n{F`ix~phZ&* zcA89e^y7P2Y)6U(p1UymL�QasYMEsvMVtIgoR3Nz2-?-i#$(y8?GSDj8Bgmy7j ze*$R6g9Cl=5Y15w)l`)yx1v>7)L%NVuQcjwtf&whBWd+5fUFh1RN^w!c6gDTo@`!- zqS=laZ&+ba;_E2lqQ1(S7gf$wIk3u^NYlzCzoMuOUGwWp2}4BXuD1F z4+2u=)AuV*_K^osm9X~_jnrE0Gwey>gM@l#ZvK-VkceM^w#asbMHD`&(r_LcRp3&~ zBxW1awLjSP&bXzj*tEN9sX*+Ty^Q0e1#*9mB{Iq6>F8+t+F^_|DA?7EsQft+7nT#P zSC8Nudy9naxJ;2WF(#xG&zJ!Q_yzw|uN;S>!t=m;WmErLa8vmEdKA0k!)rd8xsj|! zI$H1s>gAUV5rB}jae@mUUDe1iYM+YxCVQ*HFbYiQZv&p5zEEmic{;u;FbBq&SdT_d zo!nHC$T90^N^R)%kTWXTUF%|Br_NV5iMt|2-zWjqhqw1ahkeq2#c-7AI)KiCrHi5j zXI(UBt{ZV0z=xfTgg3^I_h*N>$eCYZoYq%7$1T0N-LVP?Xa0(9m7Gb z6t}PNBJK-b^+SLn&tf(s<5a}e=!nyNOU{!WZPSgj*?(s2vA*^>JqRN|b(!A7E0##s z(b2VS)$z=02aw-5 z-+ptZz4{aD=_LmX2Ghb|QL$7n>!TyzhvV^caNy=QfzZZXX+tO2aw(sw9LEBdjU7=@ z#Wj@G6+;>!m>}eB49vxw5z^uw2Dy~L8zT$iA+*5igkU7nm?4!e?nMZo6hQovKIN>Z zWT|!4EX)6FP6MwDXtM%E-`8I12)zcZSI0`O~I6A!=_Vx*&b{YbTJCJL@uq80W?2;nH8m=Lu> zEE(m|fiOA$xtBfAdNOAuLd1)EEfH}p&&yrTEY3}B&FsOIK&6}y=9cHNKMgHzM*jk^GwlzB!BV~B%17Z>^=_XlbdVYXBD0k@xt zLVw=BI(!g1i*YRs0r9RhPNNtm}`G}cc{SsP3KVE&&J8fR1rJt>_fR*tD~6;gcX3Cp2C-LV()_BcmY^=t6&t(9v5{7n9N*WYzb=Rb`IPUZ!_f2n}lrO65yXoaA*d zFar3vjN6swsjwM(yt@D|p)PjhgVNdY8OLZI@i^g276hxY$NoSWf6!5tK4D)W})8*ejibdh@Wnx^7^#qT8>SN39@Ch`93ltuzw?c5IWb*HOVJ#vrwT7 z$Y24?r11H&`zbB^H25{MCI1uYzUH)lx+p@%gt-#D-8Vu;Sb>2V3QGXCG_3#{1T`3I z)jHZFp|xa%0UX#gCLrXeMxlmfhf8psQopX>juf{p{Q%haGp z7{JX%4HT9IcV9TiIA~_jx(pbKQk)GJCy=k?LtMM-?TV2-J|272Wd8{Xl!;f+Cmzya zxqQWb;U&D=KpDDE(1bJdhDE-})cEzpZ#m5fW?R}6BR@*bR>-%Sa*1ENQS_ZRDde$5 zp)4QCw-;45po$%T+fS+#eg7rh9a#vMTL^5ue1A58Pt-yFx-0etCQTtzimax+lv+cj zPEqTTq6&&g{n8u=4K?f72&2HifeAk-ZEYzfA~$-xqt3`%X5uZXz`#Xzn-wizNmb}h z8P}G8-+^urGvXgIaeWZVyW1HXi>1g)LIEQ36)!+r1a!FFgOumCc8I|EfezZPfZZ?P z!e1-Ehd_A5z{Hc_*PbAMWOwStVLW|xBEmZl6f1jKL_t(B%hw5G2F3*kb0WpVy zoW~;z&mFFum-;JiYd&8dFBjR|bwFSD4I#*7WE1HK2mlf_dkD#0=Jw?Qek7AbN|Cd) znr(u}goJ1mrFANSC|;ViNAj74ov;Fn#HcLorw)BUUw^yPOU}j%C2cpUk0gvB_-10| zD#i&?Vy>5l?eUz+8s$jCe!8{Q1G^pb*8AUFCY6g+rXi4Y{j0h(L_fy+y|9Ku;w^N8 zo4}?Odw#G+g4>LWsIq`@LLHDPH)@l&f%)cA+@^Q3!Vg!?-SbcPCzLAO9|g_^a(_JE z<~+B$u6kHJ?)p9LiokUe8|o2*WI0aAHvE zV8K&j!}%n?O{QHFs=;oym;C__Ys-3|>ii90z1N+(cZC=sAJ>hs-mN1GmlyyPO=4lr z^TV#^zMMhZX}|vIYqD4=SoieeB{wp3cOtb169a;O=*o}ih%>d&*#F2R*GKQHG)UrBhLkL zq{y5kq(8YIe99?P^f~w>xYD;K)69zY?bLOXK6OW%X7&B3Hp90D%JE z=GD7}=FlAcln)yu5{1CXEo$9?z5+I)ffnC>VbVnawl|gSnl>rbT{ID#_ZUm_UTzT9 zfd`E4mw7co!c-vg!2MtgX#R%D-M$qU7Y9~*ri-;_xvgpeC>r)fA5jo#dGB z;{XAh+S|(bsl>bHj%}7@yXM~)0Oumb`}=d!-_~7<-;Vv5o}+U5G*+%lhv4vG=lDF| zuT?{Twscr@gKBIe5$?mIPdrvcmz7lZrd z#fD)Due}8whxr_U96893Vol`E%&o=I=@}RZc3m<{%U+~7PaobpGp^>~@p$-AEN%M=@^8{wZ?4g4MtgHl&|0<7(P5_Z--feV$?O;vtyDs1YrZe8! zAay;CD*D!82|t|Xo&p;EJ?P0|?SA;@ankwlZ|oB6l>z15&#(*Z=Tq#vvpBzs-)?Jq z7Fk~w0z(1fur?p&EQw$_W%Kv;hK-9s1k#ol+7z&!N~KgGsk$;QV+~HWNihWV)|@;+ zz|)ObeKV0w6z!%%ayADO&vDx5rLm|@F^)kuKx`PQ!$KyWG0fw8%&6!QdG*Uhv2n%j zxAPcF+s$Sa{D0u1i!zN)rjqcW)SzS6cZ!-~3_oa>0G-1{1D|<5+{T6r)Kfi*nNp9z z1S()?3**VGI{%Vga$O)b|4O0wPVXM%GL5ds+MO3gZ1XX^t0ix$T4)+vs^+clw%Pnj zp_tv~RZko22!j#_NK^05bJj;GWD57(g-RWwj;^31KtAzR4Rg+Qa~LVXiRNMR?AnHo z6Xn-4_rID&Prxl#_=D-1K*-8BEj_p{azkQqV{cFtnSAd2k*NDd@^R4MVXz~myu7MS zmhz?t`C>f?+ZsTk-UE?_FGDXa_KxbO7RL0iI0XUNlhiY(D|=H@+5bYFDdn`r%t|+d zzE%@!^8=E=PmlOd$uG)>1q`XpaI917J<>ssKNOD5Dpk6+BaZj&t8vwe0-m};VIH1h zpc?>&@U-V-T?%DYM(~I1dwkzLLGN_icB;;2aFF(axKCc!>Hr8lZ^_L` zTdNOFp==^+`%#?;TsKg}*!xoLr8jkd3j2IBEd1ZsB>ys}tljO~d9~{0@Hi{{m_)Y^ zp0NOaQM^y~IkqvF1yHieVWF$qyG6f8jY^&7kAud_&~xXpoAn)v%v=USBbU9{zDhF{ zEbAd`-g&Fwn<0x`1ML-6=xErnjyLdK(#K!?Jb;v@0sQ@5;Mpa)2v1 zd{ONll6^aFaqw_Hg}u1di%dD^wRW#Bc)v8YkhyyC>bP-HzwNXST|Bg$TP~2T`@vc8 zP-{vB_#-G99g00#ZKSVmSvfw~D~MAU%2}M7OYXXAtPXLx181$wVqB9xaxmZbqJVNA z?AL#Rb6$dv>CvBkdga^ZBt~_ffo~j|0P&nxZL>4|J-HX}CG^_7d-f?D;!!G>c4#KAzQ1}q=_Z@;xKaxsW2Ai2E>#sfL)TXx!pe&k?0s1A z#HH2&vP^ATvHYJmLWr!7mm9U)T`Pgc%+$W$L)>#7@VANv51T~5;b>gme0mq_{!$|` zR`5y_>hLdqinkqk&|s!?jJ2KF+aCI-hb_wLFbYp;sA}0|_48fzG7x5>ml1y0zy|y7RjOXTUvBVN z2DRy(ck|T?P+WPI=Rv9G+WqSHoQFTJ1N;j@U3}YqS7n1g9I91&rhr{l?>y8yQE6V8 z&kLg{n*wJLdVsz_Zwt@|n}!|%sQCu(4!ydU8`yrD-?LmZKEB%~_zjM>=b_Hp^48hY zv4dYZfG!{Op|j0xQC#!+oM*1hK|PztV%lNS*!BgG)_GS#4SCu1u+4TYPjzam!Sn(u zH{|(ro&yE)>_Y=2D8}*-3bq6$+L2x+A1c!JbIjn$`M+g>0_OF=5rPU+d0qKIw;{*p z3Uv)w1hBYOGXQwcCewB{M0(jer%DI@oB>1TZaLz-4*P- zZ_y`3LACDN2?wahMcl+$K?ZH?_gS&7znr8VmvSDps5G804W5gD7Mv?ZK!AwfO+V!V z)J3Fq{Go3HM>*)&7<%IVCFPKXSJIKY{c>6cr=S5S1s;H%ZU@s64W5_Qf;a0y|FIkh z-`5Mz0zBwv0NS?(2<^K)Dd92@+PoInK!qNBx{0z8hR?3@Ktio(^`e;fzaYSb@?LZM z+~aZW`QGo#Rtzsw&eWmLiB}Gt6}TpN6IME*P7_0_X`7-OoTS~*grxAM2x6g0KYp$@p z*Wp3G^uJYV?z*f5Y!NdqIrq9UGn7xK$Ua~p)WKbVD#8KG_*o)>K$ojnP`>dj9bkj= z1#!_K5C{V@urpovf8SWC+xedMA~#ykGj%>co-9J2L+*7{dpGs`FeUN?7 zubG&MWt?MviXS-`Vz0Fi>fzvGY>ZI>2+5z;I`-|niyOp(6uvh`dLG*;cOV5I*I%hI z62Hl80kQi5H0*iWeSXMkyO@!Ke$*q7Zd(LbfHye}0!mgUgEX-#b=eB#bDN!mfjC6k zM#BEy#(D9cql6!X(oRZbP zfTjx;3@m+>O;zg$De^DL&>arBHXBrihIsEmKrAk&DW?xoGB=;gas$jQs087~?UbKB z$OMA3LE;g1ty~kvc9+)uP_%j)%DV?d2@9UC9G=yoS;@S8^B2G!5o&V=0y13?Y#T*% z&hGE|Jyt){TU{;N*H7>O)s?$VqHc)Gx1%_hNsp;InA24d4A92%(Ll_g{wK?I*$OH$ zn6rJuYYU;0fga|Ir72(6RoCak?kBk!TV|yPEw8v`HSE-L56ayYLVoAY?7O+|W#E$_ zCUNr|!(_82=fs5aB3oBo==++@I3fT@xHONWYN@CRnvI}=;Tz+b8Py{t^ba@7`3Iw5 zw*xpnabBzSfS91tpxZYo^mXfeZ*5>a;jtOz51vNYnGnUK4+I3&()9tC1R1#fk^(7( zUDQ`WBO)$H$}1Grp)<;K@YHSznbbfl+b|U8fKzkR2MjCl-GC z_)ZeI-x=_O_AMJo$KYr}t>7169zwQa-(1zI=l*#D@tC9~Wjio_>#{m$-N3Z^^{$r;G20 zfZU~}P)n!Rt?QgTWz0Y$H!&Zp=*8fm z$O{GdLDwc?d*WPOnR~p2&UBs$4#9`Y+uAabRL0;Cs;rzPzMRD<`$l zi2Z{V&*2#;W}un`c*~(_jq-E>yf71}wv%b<{50hJ~l z3AmEbfC*ABKm4!tGSs>9-3Ngw@Mdj54)qI2l^JC4pr${u5WLlVz=Mk%&Ow+~*j zCD8eRNPJ$BNDovziU8hu5o{{-yUu}q1@XEp|8YYSl(E7J#FS85 z3bKr91f9M(-wRrwyV;xtP{xo^ke9av%nhEs==!hTLq}hU@yE75EsWJ<=KPk%Yyn!X+fNjHZ;e-h}7tS77L*T7z&R+xFDz2YWw%& z4gCZwB6$51H6Tw3u50;;_bxy56)&KHrp;p2yp}~)Q50*NG_WLD3)KeI=xiNIiXJ~c zUHs7KQUOoX<%HP$T_s$N5L7 zsOLsT2MCN7Zf;su!NNn^Dt#B zbtika%C7KkrUwm{!`D@q@S{6MN zzjK($9xDam;i_e@j~}?BKR;#vBY7Zp`8YLy9L4zm$=%W39? zs0pbAWux>VuK>vdJz_Pj+IH*ntEza4I@w!Wd5l{(z%uiFNvU~7xnN=8MuIx}8F=@m zRp>c_gV{Ec4y7I8K4Q?2QHq}}LZ+-IwP8P<$ADy{f04WI$F=}&3%7Xl zDYsvFtabvQVH;L<&#xLAhUojLK91L{&}~R$oG&g1DrJ-dI#jkuTTLa5#p>BSg$PGB zFsS7Wh~&>oLXKxb12d6EXgRb6YFIoN2+#t;an+DcvCj1mr$Pp_zRd9y0}lTH0#Udd zvJfF0vinxh^c*r8UIo?3Bf_h4C5Dn^OH28P#Ao&88nzB-G&=e^r{Ya@hYBbvwA7TK#1G@eOaQ?4^3U6!mwUaN}-}MT5tpbtKZE9%oVy7pkwn zQ2=#w)xqE-<4)#4F`_nKL$QFwxXR!Gtg4rTkvDR@YN!>9hen$-*z%Ee6`Y`3%TTNJ zgQt4&@KWR3Ya7dkjat%1KrG|TYz5Tt<-eT*cYiGM_iM09O~gMT6irgTxW`u{ zzv>^J-jlt-%7i%5xMYrzfy#ZHw!ETZm>AcJV{al1$|B&`uE7)`U`(#lOQSO7Na!sO zZv+1f=bIEtiJbSyAD{azB=JSi(7B~A4J?&&&}7n%Fgq< zt!z(6dW|+m_N6-3s1wp~GSZfY*|-JqFw_W~#264PI@fR8>jRUcT3WjUA3I{}zx^WJ z-8q%3@mu5>k~yud#igR9{vantC@lsr?axl~^QW|>Wn)`0c;uRJ#_r16a;MEfRccxL z+LU%@ZhQHaYEhL%_u8(H{z_=(RKHVzC3D%NOJ6YR&7UMic9S8D3Y}&wsLen9M;_A-Q9i@ux4H&rk{&5Uk< zOGJBvBhoVp_w|!VTe&!8FAnFs=JhHe925rOimnQI;n&qB+$3shLd$}mpE;EHZa)%9 z{8Hp#V3iZ4Z1&Y_b?9D9fs1~zxf(8F&dB8>*4$dtM~Q*th04zHAju)S> z{Qsgc`PX3zRP?2KVx(OMuu_&Dw$Tsbg`nh&nHbJyf*qE5-4+~`Bo1+kcgECg#TW-K zE!s0mXwQvZNZ#Wg5T77*$JJYkq_tiTsn@LdDSY@x2*0kljiPlb<9nSs&Ig8A-4@)? zOsTns^?aS&Jrj>8kN21KE@)ipgRlfBFSN-oKCu3Vn;~N8Di7!~Q@8QJx;rEE%DVg@ z0V5g0g6LEPWQciBt{}uO(Ly{`KeSd%%_DS}9c}q{vN=MCi2n(-E*db% zYw}BnyF&Um^5+MX82+sMQjeC!hjBkH$92&~TMQFC{dJS!fzO08s9X9t?W(L0^x|=O zH5r-bLu#F@;}5Fx?%@1{sqG0JgZ1uK+2Cs5qh3R$PKW(0HdlSy;5R9mEGU7ww0#=H zpHIaqclK=liS4s3#EjOR&*|;Dm73+bPUS&?GS6G`58oP^uZUEtc!PTnYU; z11-DMK=1wRUfxnj_ctkxP5dAU`ku-cTz`sa>wEY1!vkeU)ZN@91H2C+^=J7FFE-Iddul1~7>N%{=gfS6#O)!jXy@O`Rv@d6*wDB@up_jD2x&!fX203`X`Fx(zmH(pgMh>C5AzSj z>mv&`6$uOsQMg3>SUcj%rUGJT`yE}ys{HSnH$%FUJ5%TaKQglNlVN6P53Laqt0)47 zhQyaeIwq2%58&DmghHHKOSstNi*s|DRnCS<+f?GNc|Kkds;A3!KCLnd_(1L^sD84z zenFS1lwixm7(97{5=4pH)t4*gKt`i$|5oACpel!tsDow!O0iilDdHggi6OgYgZAid zTUEKx&)bc0)>{f1svKlpq7OU~hGp>fW%x}mL#I73{${(iQSxruws@_EkjBEfk~p@P z2QDq#vY%s(ds9>;!K;vu@MHZeM&!jV#6u;9tskD@gE8f_3jWRN6^u%C)F$08LHv7> z-MB@%9m#e$1RdU8DMa?A|DTDHX+N z)AM(-jy|2C-EgniF6&FlT`_`K?zjmxP_dth^uCr=w~2vAX#)eM6+wMgo|M0_}`6JdZ>wzkNXVQM(W1b64)0mS4yCZaq%4`?Qs)A`=`H$yzK;Z9{64hhfMn-1c*~o$B$C2c=B*=O~M~xh;@6Be2pTaYH;DI zOJfO4_}J@nV%HN1V^7h#bRLje%f4n1r~3+%cc*XZTu2_~R+IMMnR>ABvj4?+xzX`& ztm{A2Ed`UI9JUDmrj0~;0u#n)!>MKhsNn2jvED^)_EE(r%^3jx^Pb znj|K*GO{irv9-~+Z-sPTP38wY%bV4k7Hg6}OnHR7XccpJy~R?3=JE5okw)DJQC$?+ zVaASwVoaTV@dL?Z2BO5=N;tK3;?MMc78%8Ojm1`Fg#qgpPg+PjE~s-WID@EGzRH#a z0I0Sgbyjx3;ZH?I{5`h!(UkJnqn8ogY|YhQ(H`y%64r4E{$HJxR92 z==Q4t{I&?=CQ^o`DkI;#7^D9%5+e(VT~%12bl#Ej5$Ol@JPG&Q^n0P4tfAj$(6eJd zz`|aev>bNY)+vD8rB4Z+Ka1|kFSzSmk-OMxIigx`%QgA$IoiC+&{#6*&3y!$UY5k zyBF)@7@Im>VLDaxP<4Nom>O$yT=;lA=Wv*bT)Ug*@{a}#>oY4CHJ`3=SEq#Q8;#JY zBa0FX?5WZ23~}ng_~Uh490NiI%BE>cRkitt)LN^&)1Wh}ioY}X6&jWA6|(}rPW5B) zQpb<=@wvh+H5H(IvklsK?`W7q;e7-2R z)1MNaZ{UfOENJ0~7-5$FFa{qZz~!M}yun&zZ|4jW?tc?X+&h$vhL&L+f|k~#CCX+I zQX+A2hstY?pz&$+&+Sc-7+>rsp4uL6g}3no>=-FneUDxy{XguIURdbE7n>>lJP)me zz(mNBVqV%H5)|7Y1c`1pvLO2W9smBy7S6Q)wH>X98(fr`)(;95d*Tm8KmV$X)}jZp z^Wkp1!H~W9KofhS@O{?$s}7|C#%GOh7kg}xg~Hv*zV2@If8gEYLC-@6w7xKJ0|Irp5spXc-JgBX>Qe~st+ zQJ&;}H(aGhufKIywRP>{IgTxasq&jg-(3r`-<(y3Dg3BAlKOE(AW5#DOW&;>{*SdA ztjPO&$C01s96wUa2-vO|{-UZ!G?+5d$fCD)>{(aht>*dU4r`v-op|JY{*RlOT2+>u z;b+P##J+DwU17=CsZQnmi$_$79=KnUj=E#4&ye-KVKYmXuW@RNMi%`Xn?v3j{qLEBB}1i_QqLTYK$93R`PdGmhYuhKldAkc7;o?o_F0=?vgd|@}1 z@ejr_l|;K3c3w_TJM@Lex33k-e)336(kvTslBo0is=rm%*4?G^i8@9#HZrX0;@ca) z+eiXidxOo-B8II7VtXs4G@3UN<#moNvT(~AiX~>Bi@`(BRS~l%i}-j3Qol|wrz?ug z2^fN$-hZq+ykuI(8v5$h_kxE4;wYc~CcW)7q4#R^h*uc(FmjoI0WWTn3ExSQ;P(%r z(}l_rV&UpHkjiQd?^)XMWKILtYm7ln}bM=Ek1Jo#DB4dH4I@2qV*){NSdY3XmeP(5) z8WwR=ym;Ha;oaKP{W1gBKh$-9b3%+{k)-m_^gQk4nKD$Xnpa2!wAv=rSML&IO)uY% zr9<4Sf8O_7fvkVBUpkt=$*3o54Rd#D@YA%gde0Px%xgKF@d*1om0`k9g~3F#`Cfy+ znnS&n-J-9{!efuUl%rREMBS8Nk4)!8W3SzbXohVl#gJe#gp(DlWMl3>xjI(6P5WQ&WPL>-}#2X8kM)WU76PB{-=QgynaH?OT) zL{PG?5#J$YD`uX;J7G@wgEX=c#zb#IB8~re-Ti(M*O=*GLX;$Z&b$p88ZG8HX_Dcumr#}j% zuh}B)C@!t&{&oo3KhnntqSxe&y}4+lRH|p+c^n>b*;L#Ay`BtnKH}?nXwM`j^$_<$ zhT0o6pOlpx?bI;mGV4}^E5pXI&nHV4?(EUxpBQ<*<~WlCSnzP-AFUW0rbSWWj%>f> zmpGq>kRXmL?ez0V=~XVuQtGDLa3aw!&H6PtKg7epzBFD>K8ife)u|;joqII+(l4wp zW)=R1Ax?>K;<}wCnycBWAkQY(8I-d)=PG3(Mz<=ZYa3o~vq6d%?H(9S#w>pQ{zb2r zPzx&oPUdv;4^o|`F4saqV`Ht}MVdQiTmuThk^D&u6Sp8ou36_OG5?2M@`+jR9B#If zOb(kCc+;Uir-7Sh9Jx5lynd6_b*qFjzubOjJ};FKjY-ctM_QKt7IWU0q99O2X9<^t zdL?yB%!ryC>kmc7UIHLf0us?tj24Q)%GLJ-btB~rglIkV?!y=3wB zQ+e?-&%Z{@a*Kbfr*v~u{TqHuZbq%y`%Xk-{kNM6GA`&u%$J*&gZ-5nU;b~V30lpD^QSH3!7fb$FrV^ce3)KfxTXdzmS^@SyKVm4@`4&c1DpR{KJG&R>e_!%|xy z2kkXf6IY}eA_W2ALG^!7f)wr3tqaGQ+U|Cem2ahdd1lte$6oQ&y|=11*d`_aOrXF% zL;~L2tHD7|{3~}CB8bNAm--4Od(|-sc@C7kD7!62IN~OKD_+bKf5Y1>H2pL>yHx!? z;yh7IWE`R#V@@cHCm4)ya`uxSa1_tMo5|JTave;cilrcpw_AQGr~A3imyzK^MXzEI z%QxiP^jsgF0`e?w3X;CUFx-Mu5u65jj(k-zA31vK_?w)Bo@(P4p&>LEC*jd;x4Ox# zXD+Rux$OX>K&({!S3e~OO@!is`>)b|`_4u>%*WB|zZfHEqnORlbV<@CZ)|{^l z_)JXH(63yx6|dR8E+^7)VClZFQN)(z=#EEc)#Hz;I{B)#E{ds~Y3{uuH z-zfVpdwh{b9m37hXt`ou`#g}b2&8#gqBV|NsSc35&h=ut)M6x$=G|IFD99MZPVj(h zMAW>~$>S)A@a#Tuc|W7f!I*F?>dE!PEw~L{*U5{VQNE{*;P5pSiINOu!>Uz|4>@r9 zwJVC%g$`gSq4;567V+V+9h)K!bx=-l3%9a6=iGcP@Caj+ZPI?kxQ$4sMjSk{AI!JQ z!;DcA|1`%KGixorP@CJOJ~`@o6|g(`ys1>ExqM;HbMYNyw7s|?zi+(2mGQ3j zXDm*1FPjXWjLm*ocG;|}hFV@`aPr#*nZBRN_Cc!{an}2$nCni+CR|x+h;i0dajp|JydM`NtxtzVpl1~(zVSMR zqvh;Y#qun@9jqQZI8H^LZiVB&IUL}BoK`VgHghDZ9CiGwn@i4(tDxFbOo(_x(F^-C zwH>4RuSV7vgO->}8hi|Kj09LCRhm6kB9-c_j&QR*v}K&gw@)B48+NbqPBWg?InRBi zS70%D^%7aEkJLMI!g}Xo^s8A#(0+ZAC8G$CakcQj8}}F?Q>A@F^^?%S@bM5*w@AKi zbNU$7c&Qe`zID~wLO`_T5#n1Hu%7#dOAYVTkt_~$z|JnDJ28yp|~vxE(~~#Pd(<)$hg(c5ytHlSf99wYYuaF%lo^d}T^U zxVQ2~TpGk0QWKjSgy8EgJ@f7@3k;&lG!V8|u^FRtJ67YXVB*1! zqN6{5f=+lV^I)NEC2apO$sqUGoRAC`(yc^&#To*Dx)%skr?8BPTA21Ltl_c~>~tG2 zM5YaAOe;^8IxDCQIkD~`V>zSJKgJXc?mgrBQKR5-^T*!lC#%PH#?*JiYj?sAcfoW3EUO&gKOBu$ zhNrao?K=G6G2NIymvLN>-{tfV5lx@wgq%=F=$2)?5stB`Z4(tFYg(`Z-BI%KpD~DOp8HGp02h`y(zu>N8=8E6Ey&tkJACV!yemn;*`x$SPMS z*vj-56~$#19Er29l9TGwVpBFD#CHmO9KQ#3+IA$3v&(Zc8>JRw#c!sKleAZe%D0U? zzWZ8NX+>~)m7me%K+w~J`kJ+&wmP))lDhtID{VuLY-hSC4Y>Vu$%(8!(zT z(g4CQCM_hn=zb}j^Qj9H;@>k2tC(a3---mCDUH94{EjqEG^Z2I+rEm~sByxVUPN)u z=BVGl)gMtAF6E?cUD*81SKh^u9`;$##R)g%52Kw$_PKYj{p&cCPaFZ1EDn#e`$ORG z1Hpn#5PN|2OSLFl59VPl(}PC5_RjW2DaI^qnd;{khaY8KAy@GPcJ>C2dDgZ~NSBZQ zuZzf`9256G3x5;amP@7jax+uLZbE)3t7{B;Vq8sAI$PzQd7SSwG}|;mvvYVx=%Zpf z&m8-y!M64FQiI_aLYHAfoO91O$^S6bf|2o!=j7gnSERtm-}U*o%27Xad%iyYUcbL{ z8F*9@Ul(}n(DVmzb15YMn;PgmM<%`ez`GF(g4;3So#flZ1@}uZ6)RFsXDFy+jGWK&7?!)!=`!We}UNBZ&SuqpK3PI#k&_7lcQvv0kPzx zp5U<{H4<1ZoDa%yO#eodh(8fNnBa^oWL|1fozIK+GjiF5Ar7YG%MraLC-7=f^i`(z z$rpu8tw+UyE^1M3dEWDc46oS$aU$W(ug8UHJ;ySwE-j+t(pV#55E{IQZ@97>`D-CG zNp!;d^|v3NzTI41yOVi<8y7R*?t3$9hTMo0jGj`A`D1_yE_5DU5=yz8?#p7Wcz`d9 z&hq1YY4Wow%T^6j&=HZiLU&*${%_9F}!v8FWc>m9Zi$!sDkZCONW6-IImipz- z^h;2(8?8OaD!k)Pi5LfKtkgij=JRsB$txcWm{*iwv)AEyC*|KxjeA*}$sRIQhV*yC zrWAPe5HbN_(u^1CpaFEbJ1@mA-!?W<5Trr?W3j5-)UPve5Ide5HR%Z%Oih~&g=>o8 zEX((xU? z=vT$2ljGLR%7MmZwvAe;@z_$E$F1#@v|j<6L`409D4HpBFT0c;#TE-A78`OZpWlmG zz^ruz)YTW2^X~>7+;bOJV>HBddi$MUCyIAkOl%*py~I}~zVyHtc{*b5!%%H3w&l~B zi<2x)O~Ff;>g)k-R3JwN=h&R3gvNBFGrTJWraF#>?2&_T3p3rFHBMHC6|49gQcz zjWV3dae~YHQcBanvF`A-D-3$+f^sbX{Fh$BjOyX+Gvrg4f-$mvR=u-+ok7nmbCVw1fU&zCVSh(-ivD#ZuWy`-`~A^=L~+2#BE{CwgX z(doxfEm|oYz+;M<*fJ`#1uqLyj)sI(XY_}Vj+bkDR{?`qxiVh#*1gw?WoIA9Q@(ZK z$e#o&P^gBJU(K$LzJf~S`w-yUF1ergpT88MGro7xGfk~sJD4mAnzroTTks-~b2Gee znIigP5*({KNkQA?YY8-R7bSx)#1*@<7k>mQ*vwRwhmQb77^wFX#?FF7qB}U~(&{Hw zZ-M!1>95hGF-b=AyeIITn+n>K5~Rs}J|Tzdw^4pQmk3*LJraI ziwEQqlW4bR&#*U-1A7BbEJSet!StaDXZ66)s+`w~ac(qkTClD@G_?J`i>?n;s8JGY z6XxYGFdN)D#>&SLEIAHj0lpsOAfXw-vWLw{=ELYC3X*^o3ag&vA<92;$-hzjBdH&W zxT&6n^*#DUhm7u_HRY%~JGZ`OmZY<7I|bkPAD=NW{;6^Q-kfq6dj2(V@31=(K*Jp| zdQMl*?N;W>a}z- z#iQBo2J{RPR>khd9B+wiYyGHj{^T3bn@JT@o^PXl-mL0R$hallsT#EJXf#h~ zu;Tx5ptr(Rl%zUdG1FV)oNK48*9ZR{W?zF)-|cJL_K+{V9v~0DWWG63E{fUsRre+| z`vn9q5T$EE~27iPYo0ogYyRQ7D$`cJnim7*ES(mfHv}MRA~0uCjNc40vdqtim3o61NYV+1jU2mHP2VfZ7-B zBvGALs#apK@@H0{x7^tR=O%{nDVlZoav~a+RHaT!2DHPV*^l+LzmB)&3c)me8HGqc);@WjPF`EntA%?TrSb)Hn`g}>$Kx4 z1tEg>hb31B_&y^32-jdeQlv$=ryFKD8i;a0VXFZBDkL=EI*ly8Ci5wnS2-~DuZkB@ z+5J+3(D6A@G&>~Z)h%e3oSL#XKc5l`|C1~fG~>{hV*Jw; z3Y;t&u?8~vphY7v6)XJ<%{Xq!H%|&?KWsE7M^d_}xcm+Il%<%6F2&EdA8Tn(70*_; z>vQ@M(7(7`XOBG*LS~8l8OhTkqHc#?5sRWrp8mc%2gW`TvyXAaFpz11YF~v#Qxn|Q zK$qzwYF;rV4calpH7I9(R~Fo~F^jAqjg^&eC#Zdt-!zvf`bSg;cebdEn74*O?68HQ zoT(Ze_{DugH@~pcib%#XD~c_kd;hic-8v*%Hw=(t)Bzvb;o;~^b&?<~e%d}F=o|Su z63;(;9ZHQ0kv5Pn4h6FUMy)vm8um$PGEuv75cc+qszKFJ>l`EVMtW=@fO4whoXE%g zF@9IRO8K;&eOCW1_toBWYi2h_(ybps7vXnjw%)~`N!RYW?`dmjhqls`$+%f?IEN`0SECWcIzL$2`1-;C*6Yr)sO%~ zeH@H-+!rF*2MrXz+Hqnj2{_U?CW;BUsj#UY+ewi`JBG>Z$j)In{=x}4^tvZAuFx6u zOrqzeAh0_x>CX{A^Kc@eZnMjFt#6d46|7+Qs=qgq+c)m-sAfQ)`Q}+j=e9zAm{tE? zbs)8D_Jl8qeAI)x3k`#JPlICAN}}>vy4WuY32?9g7cn@-7>UMYXxG&U_e=u)=f-Hi z<0HMhNH1{qdmnY|apfb1RcAJb|3UA{VN%Z6sc|LI%L&-amq)sN?PpZ&dlN;n10{2l zEqte(B(!?!6B!6_h#ZDd!_FXT)K!ENb@m;@5Eq~}fe0%W`}A-27GH#pS#nVD9R*ut zErR&Th9m3CPxj*l|rFi?ZlcXC+2YcV1 z$*zBYwd?rr_e$$|r0C|+2KU873J;^_A!y2?6v6-?f8pd97hd;&y6x}pZZGn?FPSlV zfWQvv@6{IahnNuoMj#MgF_F%+nRS&)bd`dYt}ahhSW3ep3(Z1VYW3>J_;3XUC);r& zWvFjm;%KdjtZrE@XcN>afJ2R&!FI_An@r1`F3|I)CMm4!na8RoR|d)$L1#(^3nklH ziFiFbZn!o$^|3UN102fJXv*-OWYz?~A6lnoPx1c6qeQUx#nV1jY8rVOJp|kSbcx+& zOsx@Zss9t}1>))?Y|tVp-l741Xfc*B^JNFN>>=0v$|30z?s^~2dVA2X6BUu7;Ye(J zZy@@-4rI#u0dN;@wYlEDAJ6LT&j2~^b&S0HeCTwJ3<;8ehFaz_ge^fGtHhwHbSkt$ zh6esRtK9`sz7nj^@fzv4-n2QX4IJE)@d{+fBNNLN;16BVe69MoZ_ANyRrU`0j+e5W z`6H)xCfo&f6`BFnvf}{aWX>bj8y8SXx( zmC|s}ADGLSD&F=Ad-vh7era`eb;W88?V0E#ZiyCE0!~C>*NByfsTi-B*FXCmfj{^j zcn-TtgOBG~QMkfQG?QQOyZtdm9!rjA-P!&O*72%x%PU&J>w6c*o71o&)R2n(be97< z$+^|q^IuvxkpA*M`StP#fXr(J%F4<*&V72x@brz4)slu%k!Y1jBjd!O8UImE@~kbY zZAd5mXoujmweu(-S)I$()zx6>gDgLW366CWwtzd~2mZv{)F?CdcSgDhI(Q=@#}DzQ z3A6?XG777U?~sv1_qqg8Vi%NY4+8WFMrBg{aWYa*dE?VHbwKY#Chl$YT7%Hy%2YB) zSrs*j;R4Fui~&|wxJ~_3sN}Py8;>snxQ*;Uutt$ByaA`tWfEv6UA?@9$Do2x zQ|Y2Y;r)i@Um zzycpjskDSIuY1oq6bHhhvSdwFNV;XG>J4u5J$#8q*u#eh)U=9oQH|8 zH9b(H?D<=y@c%0vep$aU?!&@k!#d1Qp`wrlbX%!uS;WIWc41lf<9q+ve8t5T4(+f) zR-$&q_o6<66v6HMSno$4361ZA=E-BdcvAE_D34C3PIe+w!Vw+Us;bjkowgqe*hGh5 zRmg=M)64nKqR1jstkBK&Ke4r5)d%jYZwBe`yQacq`85T1b5N5*$4 zK~Z9vfk1}n2wEG0tDP+}_yE$|cs~1|Ss>#fu2z!XAWEUgt6ii8Oo#{>B#adjbkO1E zbHQET0{jcAJ{tNbG_Pq=Y7PXnakds(Kbr`Y3-re5LR4DT=VIX^eXh)Q`>|aUQ=IJE zArpgkO-(t{s>-%D2M*d-G;p9u{IsYRPO7b8ya&>`t%#=u+lYGk(Zjbr)DSpV9-Xq} z=u^5=6Th<(s#h<0KkOL_pO>x$LL2pFd?gl)$OPJCqQt5g>}c20l&%PXJO+N2sBJ2s zru~CFJ*l-~keXSw6d)o-*^HsX>Kch&5UYsK_PUGB{vl|GVyHx#=FnPzXBlb-?{~%P ze5SM|a!njExl;PsBSdDkwQ&s?W(RJut+C}$iWOejgtU-FsM`BoxM*iKRXCz~uGVUd z%Wyv=KxbZEfz4F=GVJB`YT8kT%I9Kbr~wD(8f7hDxMzwt{+E7mZv03TR4*Wab$GgthmJKtnG3GM62rxitH=2w{e zgZhZmn#{^9fqRVj+e536853W&m}usbF-kU2m6`bnEdAoRWp+U#^bkAl&fgbSUDP6a>2y7>*A6eI3J3NweBv z=xuEZ+UB=OGH23a71ZcjQl4V2))Lr$f(|%1bXMcE7AR{qT2`sL9y`DdwIjp`kmMG3 zi88Q!^5h9o*Dha>au*P!*aTw3M&ZHW8mpD9!FE7G?S`CifuM`9^pky zJK~xvhli>avR`F(xUYAy4o3ov8)0&-wyiNi#~xid@8R*#J1&!Rq0=9HpGf=pg?u_N7;{D|S)y>hN70w{+in z0x^}fz2l?N50AHi=$bJtGDIoOEA+t9tScm_cZ-Z&DS2ndW7{7!Gt<%AUq~s6a6!9ZFu20a#8Adac!7?1}Crr_r==&;eEjbax< z_UP>BRCEce!g6L`)wW(_;q0ib zsxBGXMHhDT1IB7;E$Ck>>*a(U89`D_f%7qprtA9rP?W*W5b^zK_}xv^VNuA*OCjs_ zFV8W{+S(W&>lX@LtSnR;`y8$JHi&22Je2oXS6qa*4OcY$L|||*pKFI&)Ml)WK9TK} zL;xR?S>ze;*7XHgI~%Sa`p*uLJFAswiNo&8b|ju;dt&m{a{0aD_l8xA7!~YIZ%DPd z-`9EPhmZz_^1ndm6DWNnuKirt(c^if`ONFfxRXQ|rAudQ=?57qJ!|aZn$NZYxqa_< zr(X?&unwEiJMvvMH;ik>9x(VDEaurz?+(siDIhP!+3kPBzqjwyi%y1b_m|Rx7P#Kv zZlLFYE04~8H3Ploig(!WW6#D^tE+^45m7zpUqv>f3LtWNYTMKVr1I8wwA ziNm}!;ja0eza9$1hk+7z;GcfeiVVtO3U|PKAx0n|Ee%XT@x1}UX+sZ@&R@RrH~XgD zeQS4r*1(rhi0L*>=R|MYuP{)&cQYTp3&5A#3F87M0&!+yvn9s|QHz@4HG9B>@y z@vu+2Ryjr5aK@-p=5Cg*Vtdv6RtMSxBvRtLjGc`P@F7qk^f;7I%HE3nTR)71J^q8| z(X%06H&*?a(|}~A-)tQA5&3EGkU9ZJXdKr1e%MvW1{=JwXDcGJZ$4}(zI~YuYi{uU z$*elOg+0^nP+Ar|&{?-ReUACuGT4?~raI`ncQMwYHMb|EU z_1{ElDdH(LwH98D^dUgneE4CeKvcIev+Qf3z=;?_>N4#1qi8UU2z8hBRk zS%pBTSp<^g8RlSW2n5efAMp9Ky!SzTkf)eca)PD7%KY#6d@t@j^5)@w=m8@PiLvBD z8@A`Ry!t?b5|o15uAVER!<|9!e;Ha++AYZ@CxN%$4`k?m`j&bPA7t}Dx@wm6wZ}<63r;YL#I7Bi2K)6d z!InRLz5DbXCavN1nfVWnDxccNz>p<`dGuk}`PU}JR4PE6j3WVVflE;DYdNr;4sQ}7 z22}Wr7oXx~KaAI^9FG+gE*t24^0vtITy-}h73{q-b0o@k$S|1bbB5t=weU4-5fc2I zQnBU7rOIzapO(kxG!y--DIxx;HQX&>9WiVrl;12%N2ZwwrCMu8ov*gA-IiNo-P|;w zMd_d7-|6VD@qIHhCqYtxxI)h4zB()wXT2d3_2@#-klj<12EJX!z;OEYQeD+#R*>LX z8W5^J|MFKKsB4|@^bkNw22OSzY?m*(}RVe*}_1n)z^LL%&?1 zWgziMgtmu=e0qCj+YBz|e2+&K)ou)0 zv-_sk{>0K{`9Jx|O&Mc=&SE~(_L9PnrGX=}nBq2NVJnB15RR5Y6)p&xRJC5df+W3f7{PC z$K^-m1}D@nuPE?YYtz7K$2zzvz9n>Ed<^(AlPq68OJ#ifGFm(8#@739Y6u8SRHIpi&r|gXK#uK0X z-wQYOfLQSZ{!ZTCifapVPDkl%ZXbEdWK!oVDkZ^81k*nIkKbCAJRBJ>Xv{Eja7wO~ zb7$7&^dfso>9hKByw?VCu>BJGEBGQhxl(e!(0o<6Ga4lfoAg&u`YB-u4Aa1lk4I~C zh-*y*r?_HQRWOZZjD)bFVL|1krtFH7`M9?VmrrP4Ay0RfAmPKBlUhTJr#qG1RgZGj z0L_fxKP+JXN>{HP+b`wLpM>#BgbwgC&n>?j(h`Qh4J*ywq(HH4Xjx)$*8pS~%sWo4 z1Z#HK(}?f!hf%Bp)$&P88csmDisx{^SIi$__&nt1H%Jhx)}?E+jb~(nrD4xgO}^dS zpHI};K6#*RXyrCoqJkic5|dgd*qWM}iYg((FxmdVX6-WMBEbkEt&q+9hWF-f9#R}0^nvmPAoRR@ zI*&^_D6Ju}wSZFmHkk64ap$yCEoyh?KPX?bPLU38(p6%c@Kr?Q-(Hq-*!x8TxBX}G zu7@*~JM~ME=%$V8h$qSz4f}kuFIHZr%>T`f zuhf(xMl#`H**P-AomlQO!mY9@Xrt1&X~GcRC-o3EQCuDVT7C@B&jn-5a%+?(+5 z)JpX>C-h_=cE*IelIb1EPzsz-gq2IBs9Eg{P|!QSEoN}yNj0wLbCEAJTkE#*na?hC z)16T)iScppn8G%&vj>tzT7gC*v`L_O{Gh;%vtq>_pMoeC9wdPQ0i=2%&XDj67h2aDp{Bp;tJc5a{Awdoe-E4mX542b>F%yly2h6Sglk@%ope2W)fXpm?^fo3 z*H*O(A1LLXQ9-=7j^$1+72c0JMYd#O<&2NhlmbT7!!i^vUUjTC4L@U$NYuCXIOvO> zv}>1Je9nC>?J`RYBeug3=!}e#`l#3MQ@}PpImipA1jF{O7vZDZu#Y!^Q#&9MeL$aoKLC&W1U?8AC=&q724ZNu6kuYcJY+WCK!M}V55DYBC zhM*_Kmg^XN6gV+HVC01qkwE7`k($->T8m)^@$JXo_?O`?yB^BEO<~NPM2H|5O04 z@l%j-=A=t-2fo0Hm#}TV(RG44mqY;o5x1)f0Izb)HyrCC5FqS?io*CVR@+peo(Vi6Jrpn3q%cF(vkX3ph%M!LE^ilR+Ytjo%qlG(#l=E*UK7 z(42GyR+_5$TIB%Txwus}%lDv;RJ3#0Ibh5POXW6dv)9>FJ2s`SZk{gRPNNgt;laO0 z&b2wcSt?6?22|cczY8wIV|{D~1zNrYqITW#TxKa3%TvEnjYo%Bh5Wgdc&`maQNSA7 ziqrYWaOJF^sl~Y>Hrr6pGl9-1js@z67bWS=9wAFnuPO{c)v3XX0?Ec>t)C{V#EbuH zq-q%+Zn)Cw)e(PDQtXv9TqR0BpNQ#CNPp$u2{c%tZ7J@sUW zp7(aMb}zhAo*>E~{zWR_XOL6}def$yL55lB~chl%P(O*MxFDD>V%q-}pSXZ~QCbFJ;F~ZkH2# zie?g6Z2V6?Aw?MUB`>W>{^@vrvio4>>-#D?y_!?_Ye@&h_pRA^p0Na*u6Wl_ejZ4W z&Y}_V#`pp`@)5eZRFojfyB$cHiT#?Hr@i2u+!xF)-1}IrsM_)bWuvW@CKlQX$TC&p zuRjoy=$I7ON&?oyJ}38>oP9FXoL7HFqNJbDubtsPP=hzD;{*f|L9!0PhEl9{`FqI6P~)oXOHlT|L}z?gFt9p?b)+v zss<}OviN@747-Wq#X&nj0EcQ?aCdB_T&}5eVfKqrBn@U>tRInB56oF2`Xk8{y4}@l zZ5vteBTTp|U~bI^e~gr7zG_w7SyhOjE(ZH)xq+fIRu9n2M(KKBEh3f8eDI$No;W#V1!rd7-JZG5i9~B z0U5RM;B09>#WkYatgMv~2Mgw-qaU>Hk8s$8uA*f;j&u0##>CC#{Vt zLkx*wS}kyBj+79C6&n(bR{=FG662G~x9q~RUOEim?GJs5K1=YVX+gK`*E_4UI7coz zf&GFI9w%4^9KI`O`m;94-g3!0yjx%Wr#EPzQbj?Y)X1XjXj#g^A=ZO}R8HdZ8DY-$ zBVp+7IP(X9e?C&$yiPqN1Y4b*GkTK6aOL{Exe32L4+(1m(}GI{>uqKVxubx?JTmp+ zFjw8!m8Htz0_Y9?1FYk#s5Tm1I8I{-zY;nI$AX9t!sp?C446(pqnFt_GgxQO;BNWF z5H*bBU->fdIs1Y43^u&q26$zjq#0>1hmGH3Ky>m1@dhocd1aO22&ot6m;n{lEVul^ zanX2KFz{Ak6v<4c3><%>loMeF2J=w{Zr^e8g|!uJ*vDpz+PZ-ihxuqqhXPNT<~`6I z*ahVvtve%0QFML~L=GA5Ga#=1OjKvyWKqG|BoH4|w?Ddol}i6@{n%nHB}86{>`6)qXau|Qyf$Cqf<_9-^PP-num ze3%|ZMOc8=WLEp{ze=iB79mO!Jdk95QJoW-S~7xPD!RA0c4Q%*-upg5U9J2vU{&(8 zx1|{AY9ldO3OFjCX+N({6bc;+TNV9JpHGG%3M*q&|opKR7ypx$&Yq@+R0@5 z630r~ENk(=(HZt!x>TMjp(>xDbXBaC2w3zSF>GrV;fwNT;W1GL+#S(ut!Vuu3}Hg_ zbi@0xzhQ|_WWLsGX>tz0UI8yAjACExN%EvNu!V@XAZqrU8qF6eG-~;{ro8lROYYZz$a z5E#LOqQj4_J+-Hmzm;^akl*J0lU3*fI$eX#L+wTuPvG*ID$jqz%eGxbz^I_!g&wWc zTG`#_;v|<3OBlo z*j&6G7x_+kJ@yUwwXk{HX@1n;mb1o`=wM`2mXdX%F_`+6ZTc6Mh17*#qHAb6_H@c_ zxuq1^Ex<+&(vtUMsY|Ll$Z;v>$?U2V)|G2#*s?|c5;lsedoYi(v(DG@&*kwIWL^ib zdVjs}%jY1`;~RKrHclF_v@!QTd)GfL0^Y1xJFX0ayJ7z)pR=}3FBO1+A^=XLx*QJp z2b&pbj&xpt1HrZ0{HN3*4Z5y1)Hj#-5Ebz?j0Hce2yw1=DWzSl;3rM&hAI4=U#qIGgzBTd}d@`rw+Ef zJ($qprbVhyh!xLL8uVHVxVSgOCbx^1;28y@9VY>xJUvPhrZt|KbD$uL4>nmsg)e^n z$1mh>|8OExvGTd|o9rEw^Zk-@{7&az`oEG2)?;J`7GQJpn!!~{Ygs5J(#xBde6=@T zE;onUQDk=lcAMYxuZ1VH->;-O(0Z^{ZprO4f%Cj9lO-2X+p>x^3?ZV>v0Z4Dgepax z1W+`o>H^RF<34(w>dMf(b0M@7l81TQ1`T{{KDm7wU_XL`Z=GpS5QIx42nF;Zo&8}m zt${sS4_0v1nG|s?U-@<<+cvOAd$ZA$LanHY{&lH`ivOETDs(mcZ6Vee#9=BGpdZMy z7}mu*I8f`kx*zw@v69$damU(YeEMI`0+@@vD`ywB40tNr+0L;NxjHaD$xZ8u%5^NF zcq1_x?eGHnL^HPNqC=_t$v&TgQtovA&7?~S`B8W#U%B@;?s+~AM)@qQ@{o9mI$xdR z1KB|x_CG&t9bXGpBk`~zl`L8IF~76Q5!SI>(I|DrA<$QyE>Ro=&u|}9zu30Vi1&s+ zf<|2$VaM9+!`kGvE#^t{v#1OwXA^cU%;NZR;K~$wllR6z%EPyqN3G}wNGLLr%`x#C z096~DIdPlI+mC2*QS+b-znw-Um1`YA#O}1>9ST!k-|{q|21No25mif@3@4X2jGxoz z!mX>FqmkAX0jQN(;D@lTCTse4p*3hqF~xv%!c$(xtxY17d9ycZcg1H{A*xw8XW0!yyS+_4`ls!#Fa)qVR&v1-o7tE4j;qZUSv#K^jl`Y4 z$f7pmF27<3{A)96^)4d&hRx~fIHMBmn z%eCV{*3Q|ISiHU(_vHc{@^p%aAe&r6OXiCb(`I1bzE#z?TVJ*ZKXt>m`<0DEROqWa zLYIA5K&=0m8SL^ZU|5X}S_c~ZH=A%ddy(vM0MUkf*jvc9`X5eiIuGWSwl4%M#H$^( zpLQgXPN0aB3*o#as`@1;!LxKf_?lTA%og@Oe|+2NrjCO^F+)yLm4U_Eyd`sHR^u}} zqIh4|6Zn0lp+1l5m2jTXJ0gDU8!z)U15_cvYc&{LXk;3C{Nuqk4OdEwH%8^)PmBfB z|1jMlre{`CRn_Oze-&GF-coyX1#(!Mna!uaZa9Rf>F*X>SDH8#yt7fIi1{BToCs8q z7y^Ze1*70Y4-C*sHcN zj`NqQwd}HvYaPHS_Iw>);^sB>W(>u#&rI$cr=R1sYT2PC;cZV0Yj=TDmC@ndQ0}O$ zn*B_1rJT20OO9@Y_UXj17$5X*!p zVKfO%Zv9h|0Z3XQv{{KW6siUl_k@~2Zc}xi7Yz-;>IzZCNjG;@BL4#NOAKE8Bq0G` ze3#rw^>Mj*%L#N{|I3fs0oY8Yrz(9$f!?6c0L!ixWzTl_YBN+cho2M*{fqV%LWU1>=2Rj;Rg5#h->bD@VQ>nK|3Ws9>;Ke3CINNX)xpTV}dA-2Y^-Xg$P0@j!gSvW}9-cu|$eV@zvCShfar=n;(KquW~} z#lZsf3|#IMe(!({;DS=em={EM`ovahQ)ARy-E_I*>-JW4$D(5{?sGRTNLf${Fau^PBvMsUbsp zo#AM0z0RQnkhfIa?jgTYIV++5!F#^T3Molb_{XaeSXq5ZNa^L2+ajJYzaca(kawh_ z9e4MX>?t50Y7GfAcGi5VYgZuEe`}d-4 z9D&80z5cA;Tyxc;1r5{M=!nZ7pnsWp}BO;zirx*G2?e3kf99Vqk& ztX~Y8G8mvzz=)mwC}4H;h>_6B4&7LUQds~4wYKCGv!WO|D=O8*n4!9kU*rsK_DfA_ zL+0=imRu2An;=FpOc5Lpz5$pA%)B>bM61}Eh~%iW-8KU(Z;c$i`l8i1*a znKQkc@!}E0BwXGs%0YyJph`~i@P$L|WR!f*P3Ka$hdDUX?u+NwX`2b4{;Icy>Uyzg z_2y%OE3|uw`~{$D0#E@rPdk{paCHE!d0IOhC-KsvCtq+!RC4xN%a)S_Bb3Q#PiAnF z19;EbfQZS?8caiqY?J5Up z&Toj;EWjDU58@B4^?zN5H?S^`zy&V|nos=an=*2lS;1S#96|S6Yx+I^b}mt0X;~HE zv%+|2`Sw{Av9r6(?vy{^c5rdBkim&+Olb_3jV=sLd>C-Tr$mB6e+dt!(1Q;W38i-K z0bRb7kd#K<=CGE%>8Q|`B3?E(^3LVwrs2MvKPt9naiC6xV@8xa{`U9d0Uwqo{Z1<4 z;^#&Leo%RxnCZn@Z4L?px{q2mjar{s9egNo?5lbSrja*4sexmaz)W{uumOFTMWv2t z$fC-i32Qf7yzQ(x_(!3Mh&oyJ&rr|DO`8>c{rQJ7nCMM+==DcO+u8W1fzKtfSCzb| zI+Pu8yTIu9VQ@<`N`8RFjEXECG}xS%DCq^e!dhz#DWd&4OO+JOLC{&s?iccZm3?(s z*4x(Yi-;nr2*?%$TWL@Ur4$=Xx>F1q0i{b21%zz?21+P`bVy2vY()g51xXPE>Fzrg z`}^*5&v&2u$32hFIqH%3{r%ROYtAvpoNG)e^nti>G5MM~*}8SO&g@|K??MAi?0im| z&|U`GeqNJY3A{P99J2GOhD%$H5zq%FF8wDE)=WfZVPi<0Q zNMrf*bA4r+-&<7`ucqp@EgTsiXR`~OEdH{p;FF;AzU$o*Q$J=eem?zIl~V&(Ow)y^ zm4a{UWDsN5T(^&%+TyWc^IiiqI1dc+EO+s^Fq5ab6mKxEZf0gyTe@7~zIYl^dr3_( zf^7PRM>`V-aQ9C-ci!O#y2?**#pgR6yqrqKQrnc1 zywi(2;~dO0SY(_EEHVxkxXJZYo!z5qEQ~-ME$}1AoZ~Kw*SuLgGc#|my@`ol7FYkW zmgQ^ixEPo4(IteP`ln`EXXlNj-*2at*Ka9wmxJRsfsy1+Na=bTmgu;%^N ze#9hh32v@hdOKzb!(g@KuM--68(N(<=9PUofTq^^!=sDj6v`)y2DsfjI5_WIkJgCo zF8-p9<5$|Cs2NxCqPlM^(aM#+GE{hEtl4#8x@)Y0rvm!9^wO9WkS}{;Q-S=C(l$N0 zd?SSP2OMmt8I?C+qZe#;kC0f{O6aX%=fsk zJsv@keZfXb7vC7rG;`+nF1f3{a-29C`Hp#Z)a(oYsnkd|R#WpZexLSORr+JsG}VFz z5Bz;HIZ%C;9{%?H%kpO?2mX?t`}tTS-^o6xgA7lhS*}=_<>3%BRnZS*@}Sj^3`A?7 z>ESF6R%NtwZSaK6#yPWI$+XyV$gDQK(&A0sjSjl47L2*qjjzVd*f<@b*y`G^h|HW8 z<+*>tDLDVLpNJv1pif-E&x>YjYs)R9xkpkhMjUz+mU4;>Qm&YXbufA}y)H4`j7#iqX+h=J@LS&ciwDdn$q|$TX)OpDlVt2dkxDb33ECmQsWx*vaHIAT5<<$;<{lhv0lrUdicB!3M7 zH4#3|>bBl-_r$1wK#|FZx*y7}Hk~QHnug}*R5^8?uU%UTf8D00vMXfDwcfJ!*v1Rg z_J`7De|~zbk!nPv=h(|Ol`i8v9b4TF6J(QKR@9$op-l39J?EW#DKzC6FT4Lcg{a{d zjJ~CxC*tVkzHgzGnw`3`R*PYhZZ~Ilo^?2AuDSc?>r@`9=V}=56>u${x0#)LZ1%hM zXAR?b){-s}5X4BJsm1y`Ob#49tWo~!eWn5rGpnDa_?O=j8}pL5Zr17t1MIJjT%LnE ze-IgyLK9Anu8lvTuAlZjxO6-0h`qu|mCJ8LGXtLGnX4E_2YWSFs}Cl2-_-Ewk^J1< z8T#d@;?e!A^0;SYl*)mdw)4WA-F7d$h29`;+6van6tPAipWC)C{|m~vQD?;FZ5`c$ zrC(_lefiNlDYf@niXVfW>i1m_@2zGX2R(00R;vfU&&V*uAP0@KD`(5AQGPPE4N*q;%sRfZg1~ zRL{bVS?F9$GxI^zH7`$wU5Ighqs{7^*K{#a{ad*iZ06Fw`uh!r7yvOle7jJ)!Is;7 zaV&1;I7k_L8o>=tJ#3q|(!Q>m{JeMlrvCoQp~Y0`1?s7QN7_E%m31$8B6*NsLIa((#TxzYxQ( zm&xo~TEM8EAnU5ujWxt#MgW-mKi6?h%+VlYde(C~_=1ZY6jeYerICb}Hz}S6L zR!IHluDE!XqhZezrh_gy7p=sF64~Z$>wX_v<+?;*FmN2WHXjZUyaIXSq7v5uS*SYO%`dtCtxk+2kGS~&>L}$ZP`O+AUdeV3X z>&rz(2Q5`yP3P-ASKW%KR(!t%Fd}@=n>$*KPw{Dwe~yfrR6Io9;uK8XH=Oco1X^+_ z%)ha>#~$T`fwxrs+^+>xNg_&h0?jQKNwN9hT_GpqR1Ht-sJ@Vvl-ytsUdpE{-y{|q zY`B2G#I~>L&)laG5*;#>|IqlHPp4$F-H``)^PAEFyS`~mC935OeA*Dq9|U*-WedYi9c7`)}z97ZnGE4L|ugitW08c+sm=bX^IL1oq+>kqM9-LQBg;>4B~t ztaLjbf12dD)TM4{&lPj@iRcZFpy=l4SUawY+uvWP+bK2AKM-4&dm^`EV}NPIHqQsw z1Fpw6TsPh(-Wa^Ou>FP=DWY#&x1oEC&3oCm`){u#4z%}1lxV*jHP-nny!xZ0(BS$t zo?Z_t%mwN`_1-KPyB@Z??{wAJy*%cP z-sygKj(4h-SA^n|SdHIHZIm0UDD!oZWk#incCCSC2utZXvj|47od~V5wI8ETF{Rgj zWgbos!OotLR^HY8<}_7Dlc}}nm|`ve*cGzE2J+s?*54z_Bis75{iO2;;$j3@H#>1@ zCur}NWG9r&Tm!mG*J_7Eb1PC+?s1!UpE@H}$YqPY{Zjc|!~MkyRF!u36(UwLRR&J%$xfn& zxKh^7`-^h|a|U<-nZQj~8vM>{ZJ4AJ%Q|bQ&lvpn&}^|8C+%7%29`}Y zN#4cSQ7=?xl?0H1Ent^%!S=x5W8xVQ)*vDl#o*QY`ylhcED@kyWM&Foar9 z*0TTp@pt>`S=EH7Sf~7zQr;@@n%IEO!0H#=T30GU=aS57<@7V8X-09yI@S2+iR^+R zItwd9KWdNXd-soS9iP9+V`N7B6RVN^M(=`S+Fn^V6!(QzzRT00YXg?r8+&r+L++@6 zF%uWr&Fl)QXIiBD_5hQHSF2yK*}vXbZ_;PkkD;zyc(V{!#U^c}KtwIMi+}PjEjEvD zl~Yc6PurVuc|?KfZRb%MU0f#&a9S2JEKg?-Su=lcFz4pyybgTL^Kq1zu>6#}=3$yk zJdu~OM8ZSYq^sC*B%-3Bp}Co%^eA-2c%3{g&E&;;Y@ZFrkH|g#RR85P$k~Py8BQmY z#}%TLz=Av*8L}zZze_LY)HO+5}cv z>}je^9BYE)O$F_DSJMncV!6$pzx~`JxHsY1-Ak4ZYmKX5i_iLd|Gw{(I6ZJ&IKUO)Hi_7?(6wizI80$8v)-}elMF-PL zs|6i=#(*+-c$sh_cfghS(70q!QdbUq`)4nfQYBDhn|EY@kONh0?@gyG{F_t=T+oY% zmmipsW=b{4G`HeaA8Lr)_w+YYgOgi&ivYT*j8ZjPcKg-&;HX6S64VCLDTuaX2UEPy zInz-;d8Zqdf+Gh#k69Vna#cv&4qZ5KKAmqYPC4$m4#QR2Iz^rPvkeuyl>5`xxVsL%|MT zt{h-vPOsUp?hc=CR@i9o)EH;b7u%tD*Ql*_#jQ=IIWYC@3@1;_G8yi7QrshEz43%- zSLG)&y)pHKot1Q^0_=BgJcrr^pIf}rew}#7Kpg#({BKauto?Y`@Cj>gmo*2dnRhA* zC*Mx_QdV<|?e$z^=quZBK`(yyD}jx)vubDjv092@^Y<%>2GKw4bUsf;GFdp1@f$e) zhBNJ^YxfDRS#$#Iq&fiRQEfE0rExJ!D+_s@bZ?N>gL{^;wbN=m(`xR*`x7{J8Nqg6@esRKbd-E8UWK;id zv@pZRni`ylZq9swvpMcmDL7HrH<-b3=}_OqoL~9QiVcHnp0xsvKmqtrm6wKCcdlij zF0^xb)u~->A9)&d@eL6Ux>SyVK<-_9*Ijp%(52drdy}`$010{?Gt+yPLCwG6_ ziS7ajKVTPwQ%uC3R$084oV+F$GGt!TOzPy8P0WFo5-yWv2QJcqgU+EfWP57nx6 zaT~Tfja2eupX{hFT$s3X*(mzaPClO-j0x<{>n~crKOneiN$^&_H&TKhAd>;VCwG+G z{=4KeZyjS^&7Ia4d$Wv0t~G*s3%h7|R&*2WU9iqR zF2eE0_VKp-9JG-G2}TL%tLa#@${H)zlys$}`AlA&Oe5!wwqX~Z2|TL`o&38!F5*ub z(#AFU%01U)JzwlpT8M0>i4dR<_Pbtph%Bu_wA1dRVM0&mUR;RT(|!(XBDn+&AC7*Y zdCH~DRi8KH8i?G3q(NUXUHR5ei_;ZnQcbf)64})csx>p?Gaxvo5Uq0X$M3zkVQRy5 zUt%*B#=Fj&w&R$*Y`A*Vqj!wG<_zYeMq7{L@a4AntF|k6?|+^5Ir?n>G>!Nd(cZ|A zOiJ>s%;wDXdXLS;olliz;Wb1~{1vs!e{hA?$FF8HSGG%d)m24V-zpPuDEPHnquI@} zK~+X*W)T?%I%zMLKb3zGmDfBCwLL$s9-9WO$$<)1>_9|79izpTXXoCY=DWMPJ{eFn zyF&@w+317fw+a8#u#}H|wV{=CDa!}tz#j0G;R_InRG;R^F+GlGp7Oh1VPneYaw9y& zLR;1CVoY_2>JV-o{Ncn=-T8I(ZSOd^_;}LN7$Zsug(@30+W$!N!i7V9D_$Q1pvFyC z+@eyl4i}kQ_ppljjTp5WZGI~2{W|N?=&zfH(SMV$Bj$DS`3{L1U5iHkE*2Yd_QKc+ zbr$a^ttG+ZI=KngX_gt$ssYC_i~BWx7)$+rVCdfHwj$i)5MUzuvBFvx{;|<4eA@hz zCC{Q2JhxbK$$^Fl7PKLlw+=sMZsd1xlzq=J88g~&S|oH_{$O{2o*6j>9QW+(>{wl( zvf?T?5$@2v!37h#hQ}r#anW6OQBJkP9V64SF>z@OV=|4~vTX==l9WHKW!{#(Dg9b? z(m?aiI(y3T+R9#=d`(PPWDEE;MOUv7m!UUS8J?3AzZi?4BztkiO3+|YLoBCoQsi2C zOH|ZB2qyi!Hq3a=+@MD%$GES`Lss(w@nQ2mZtstrdnyvy2{pLstTBv`s+i&Z-(+WX zUNFD<^z5SZU}Bc_&wn;$DC8RyuYtklVay@i3*CE3G#+t$=WIH3-eiNp0k8J#lbdvs z#?J3UPKE@2$BpNE(S7Q7eit;`#>y67W!^3Dll;ztRTA~mtf-dK9^gQ|@ko0?(bCPG zFD;L~d#fP0=^Bn!$yz^At|bc?iQ zZPZDJg`uq4Z{OBXnm^nYrgUOHOX7Sp+~`p||2vnvEzk3)hn<1cu5U2Mw0Nni7q|Pz zH$F-=w&tz3KDl%#7@p(gZ^0GepYFW3>_^P^s7MtDN>Dld+*>wHjQu5V*&zW|x_5&|A8IBxHv}DgQ5C{A?sn%8G}LN;6}Crd ztCbCtM_`~i@QmRVuJk47<$s@=qYARLek5#Jx?X9^pdA{g~w5QUwVm1;#F*FA^k@$z>x~mZr!HR}HJV() zK)TO`x^JLJy3C5O3+dcLr5cm?&?&kVw~UIQaTV7dq~bEjrKV^f_h72~gajSNwONTh z@sr@Ev7o%yz!^JX#~YLgoqYf0pIY?ixkD{)|8q6{^S-vGv48T*(**u9MR9pMgVX=K zSQf;$OcufcQ!>W};*;5>tso@uc|@D{uD1VI?#Q?O+YA8Jmm}RFv!>V!>Z1 z$p1cnTUt>u$2IvAA-kYkh}iXldfvO*Eff&YX`03FeF&S>TH{II%X7B4pq~x}0r}kGR4KYq;P4Btk zQOY+Un(Fba0JRn&pH;|KAF^y_8Gko36IZZOsK|UFQx}2dd!sU?5Sm4jxR?v%(i<*# zS}636A%`owt!wJ(ev#Cp7q7;y=WyPuT=#EmOubsQ)n(>Ghm6HSJWsD^8Mf1O^v+ttp6j{ww_zRO}7bVCWjBIX-V6%!%35WRG}8 zy6^UggOR-@)#0|g0cl`E*<0jH>5!0tSXSoQFC!sdB%7>&3pj=}kM)LAL= zRXt3+tEG0sHb?c-2BtLPZ@j6_x@x#wl-lXCu*s@aOEg^2H93Q| z0Ok>5GNoCTdO+7q^!oF?45hK0$-;F)1F2)HZp!<+^)I%H?QfKd6=$U?Y~lj>ChoLk zXIy`jZt>x5)vY6|*BlysMrm^SN0g>WzOhd3c=}KN@L{pNp_RO~l^gVf@9pc zPxPgFv>XFYhnO_D{Nv3;qkiONQtmh|19VC<=`{JE?W+%L9K3P;y_-9QNaZ@9?nrTh z-iuEIHZ`kJyZ&xuOPlx=xmvUZB9&qe;x$g3*Z#?Vr#tkotYBLCy_+y=C+g1L{vB7R znwYgD(KlGdviI{QH1byV&I=xn62?%0D+iwCvi-t?A?vD$U@u4jZyFyLnOhSbalhQ? z+KHd+ub-c50T0%i$?ta#3i&kM>RBf)k^AwIfv=4|nm(k_p`+_?+5@PQIpk(F{x8brS(&&|>< zYi7|e6;q+Jy=Cv6qSbD2u0B?nfFo@2!sK-Wy z&rRP5xjp{$X1@IcbH2RJpv~v@CCb#`MB+@(>f^NU;O?NhBfC8+`4jaQi^PT+UoH7o zPq)ATfu8+c?P|vO=9A)gftZ3jvL(=04P>6-W!IypX+ctz`O8eLjlJsU1nrp@bg4GCfa?0>i=-b;U$%>C}PsL-l?O) zIsJ6h`fZ@+v&Vi_-Qeoz(*;PJL=NZSGxRMMb08YqpqoFL^J2bvOtIgqtfDV$6ir3Rd!6|3y}M zZKS)wq*-F&z)PxKE(^BLbWdBokK4CjnqcyhuuS?3kK^s_Ghf9Qz&rhLmS1%=0~{Mm zLeDZS)z<$yoqsPxqphmRpun=r066jg>v-|hKR^IWLbQRnG@M85X zpo=q&l^A1VST}ex?wOuvb>D>82TcP@YZ)EqotmqBUZ?yi_9n)Jn`?A88G9b>e9uE& zQUB`3SVM=X(G+d<+&T3O`?3LYXc&a%OP_Bq$ugacwpDXHobkubkmJ;k=51>{i~eTS ziM&MnPGunAT-?NK?!Z;=6gKF1Mb$^mV*&9O+IGm+h3=NlrD=r6WaqoLw zcj0zJe)IW|RYFAU!v;>;RAFLC+fD8T3M5H&ar&2ko!mhi^H51*JJ^7v!A6zs)6q^} zInzvoV%QhZz=VAmseg&fw(Pwpt|Z1sDVeM?I|i}hS@&%&lT`;OU_ool>TeBWMNh~S zD2=WD8??Bt{qNs$m@=IAPp0iy?yi#PD1#Vttnm`d6`?4A%e{rW?QC5I)YwU=5BzB zz{l{#PvHi$qg`x6m6;aOGi|mGD@!w?h9zrV#{BjF#H7c`VCp$nrbX-B!?wQ+5bb3O z)_bf>xGyv7G?n+st;`*CdEYSB?mW^(W}6OV?EY|jD5Wv<60-Yu&FT9f^k zzr2uOM$QCbD5+b2j!JV^keR>F|MaC*3IQHy6uP;d&s1m3YIovCVJ3XN{@OKE@87>? z4cMEs9`(vo0UVdpW0U0;yO{A$WeA`SleAfbsnjJ&x*sSM{rPX9A~(Lh@v2zCpzc*& zkW}Leqvgf9r{We`D2YiER|!Zu_q2b*&V2>=cVuaj2k@wV3Fu zKCP@=cjNH%O$4PleZ>QAiwWbJ9!!)m3E7KEjh{ z&kR9E*L~);yZUJQ!MTdYv;A#X(K%d>;)nPn#b zcFNatU$U3RG}Zj?YC9hmK~2K2Qds@7RC{QCvV04E(aH|uBT70r*wYg zv`SEzWC7#AR0>JKI}Qf zMpz+ucg)r{ou#PEUU$!_q`dLZb$gxe&&d2)azn0`-5a9qBrVLr(2WGQ0{icaspj^Da<7 zrlKf@2o&qy{^5hA+~Ui$?TG6>L0W1?@vMgV_^_~L6!(nk%=~G2eL|+j{-A{YfC`1$_DcGV=Xb=j=HU47 zoq3lhXJRInlo<-HYWfsjL^s?$7gLw3QqdM2RL{=oAx#o$MH+gp^JuCsPV^uW0G7SaUdhPK|*kwe}BJ$oC`Py zk=w&M=U#|265@miUJ)Y0Uw?6Drd3BE(N%}j#bGOtJnlPMslUuZyg8{VLeEfp_BgXq%EKiok0Tn1zZRYp5sxnh!@Sd_WWc_HrL^sYZs=6 zl-a(W*y*XR=SV{t{m`+*^g`UC#EXW$rn$NQL$Y$rg)T4-Vu4(Ty%t6ad8`WN_J05V z-5TM9y!D!z44qu#3MTJTLoP{cN~q3Fl)5E}&xK4*7tu9ucj#gK)0VRta)V@Xw6wKT zZ;$8^>FzB$)>LGKI_!EQ^w^SX+u8!~6@?LLE7({=tbDR;8JgVYoz^w zSyIkA;rvOZVq=TekCnoO37IcHT}c6TbYkZwN>PF9LJFK`0JqFma$$VkwYl-$=1dDt zBF2xxbHC!&dt zSJ82s>jg=H?_?IJEODLr;fs5fec|rhs4A14;#nSDuVde!%5m^2L%Z981=kTfT7bBH z7s85QbcWCOx=qFF6U|FLaDfH^tU3JM9CFp)&hg}n4!zaAT;I_8Jx^lyKNVFn{J4kMsqwekb zQdMlw?bc1;@KWLWAjK#vr86M`Uy+j6ie*>k^MAf(tV&e{-%s~TjF zi&SWzj3}@&H7%K+8Wc4uqy6$!l=`lr0i1J;>(89+3>>?^CLBV>n)TxrXCSxCYCquY zSde=Ffkk*giU;CR=ew9!B>cF4&JQ`j=LN^cFLm@g!h|j(yt(<`eCGivm%H`U9p`2v5$e<{GqM+C0vdN zJzk|)OqC3WmNXNZD2Zq1_=?@j+0^&j&{7JQhOBG`>Ul}zQP_R+h9zWDpUS%C=AH`G zz4h0xuP@^Z(AQioJ;4A+9t5vph?ScCG2+(e{0f#d)9x%RyD~?_CyjbOK9F=A-_0(l zz5Y=F_EODjFKH+o5|&(FWoC5Ruzxat1jzADF)VdSZbf7kMdUT1 z!n0qwtp6J!c0DF&jA@1V5IUOTK};JE`!FoVgNB~n0BC|nzU!;hNEz&o%I=4Okai{m z5CO7;z2F(|-ru~hJL$tPUvmfMt9yZmBu@&Y@evBFqd*_j6msZ@06&T9Q78RHEZZbI zChD+GfV|R0JTt;; zG4S^&2_OU&!L5t9%vzJNEZ5D=RV0?+l>x5hhVy6i@&HOC-4-Q1gxn`dCiB9o;4et! z@A610w4XO~#4#l)&?&4o7T+4sx7#*+f$LNd_X9*`kegA_(KLOpoRggNsdYylgF;H! ze`RrYOlEl-yR$Bor2rN$c9K^>h`LwqzoiG$=t}`dYU}I05&bqFRqyE|V?YoB^na8I z!SkZc(Sjg-L z@W^o!=Ze2@S{xg5tN#24za_h<<1$v>oMXEW*uv)P;XX=#oWcXH!z=_l;%`xFMd68aNpAm1(0H$*znPzvZ!@ zawCO$^6kk5^XQY=lmQGujQmp26!+-1Z5p~#rtzvW_>CyYkwX5a*jm_vJC$k`? z(t$;yV0B2l)==ypcloOC$6&p4&koQ4YU3A77)RjEh;8MNe=x`V6}XaQ*}s8LnD7XH z(yO~a^Cy>0{;mrS&(opVhx6W^=Lkql4-~BQMu`{0A!cQTUtS2EG^&0j!zo<2cmO~K zE_-;;7Ias0s`2S#y*46H7XAzP0n|oiHqAsAv(bbUHfxfUkwr|H=yaR{@T})BY6`}(r@bvJd@lxA;(o! zRi*GJ5%`E)4!cLvHSj0hGuC^W-Y6jf-h2M}8|lWp`+^@oKHvoDT%U6bmwsQc7tRRR zG^}kyL8me;#k7G>$F@og_K-H;sxh3+SXx979Ta%C5wk}lj%@fy?G@C2K^gHM!BF{L zSng5Wo zs!1g~34Gd_=Eb{$q?N2+UsQU>s^>f;=7RWYt-Gbvm$`zVMAQ2Hi!I?xf3-XIZ8L94 zqamw|%!QOX-V`Yd)2?}_;`@l?)*whvK0qlykzhdC~{SoSpX0(d`}t;vuM)V*kuCRo<%4WltvG z9#{9j@!Vmoe2Xaj1;^dm*YgeVHHbx#K+{0#YI0VH-)%XzHYkeBICTUoRTbn_Mu#u7 z^`+eGRali0d@5>8GV~6*H$1@1I~tSqgAh5%Q+(Fz&Z<^YEhWN=0COzut~0t^GES^b zI=1J7_&7VHa$kA`k0Z8`nr0&3%w2d#b8&zC^THzf4R+BX6d9{1zApIAlgJ*Xhg#A8 zl!}2u7-Q-;qZ_b!-vw5k7f2!FSA=J{Ww$-~e$Clg3Rdy+L;Z01!m@6jgDA;B7I7tH zJ#?{cnsjfgwuMOop_A$(VP?>@K%ex?t<7~zWMQew^7?fGEnRr@&GlVfs|acb_=uaS zC(gBA`Jy54%7DyAz9TgzHYB+lBZuh@vux3EW*KiCAzvV0Rvf-;a1}OPK3j<4IN*Or zktlaZ`3nuyi9)QwA=ZKMdPjk4bDpE^%;xjTCV{^&kVRaa-L83!Zm@{f4yTFrxv8m} za097`d4rvMERU>9c4uF(np_^iy9cj+DZ(bF+^E}2>}ECUW5iC^BSoQid@m!vF;nSn z84;`FwXY&zCw%eezNcbl?8LElL>Gx-(#$L8;o{*RA5!rFQxk9BzJ0DMC71V5Ilm(UXe+5Dsvo@!^)mbHm3D0B`-iQFEre%v(ECPu)%AZg0NfB z5so{TgeGcgt&fcTbzU~r;zMWt=$C`ltU429HV*PsFkP=t2YrOqrvh+syK6(@Nd{{kfz|0`e%A4*@%@dujSo%{R6iy4i#FW$>tUpzcUV}7 zQt+)m%~X`xr4jd_@TEW3PKJ)m`PRI6nu4iFP~(IfT%Gz76yK{pl9}i3tr^_N-&TGi zWiS^_kT_@SaJZ5KD?VJ&7{v zKJuNh+fYW6OHjjzw1O)S?wKYXd*?cr|7%eeGs}?XdJN`*hAW0wd}DbuubO`CntuFe zjOupn$t{M1jfs1Dni2kWFP-ncg{xroj$aTI&}*eymBX`q8{19b5^-Z054K6&GCGqhD=dSm&JQ z&deq0!7R79@n~rCn`Y~H}P5r|8D}mX&TG3v3dBg{r z4}T82EzCHtIAmG1X2y+TNDMyYQh9i=RH0HUrgt@}h1oZ1!n{$sA{U?lX?ncqg)Rk2 zIZa+KK5wzwVW`s3PB0B%fdiJ9Zn`(0YOeov5S`^HRtm(OO2#4?O~7m;KzsZ-QF3b7 zx=iv(mAR6fYO-KzmvOBQ3?tOA|8xZlm0GC+^2~P^_co0ns>V8wx4@=Xn z5K6vnQ0~X(fGbCUS=rnhSV_nr;0&0O3BD7Zb|jyKC3})%`FQX75|UZ*D!(O`1=;1p zL~9$AtKrP>4{NUVV6lr#LUr#VePLdK%I$ps`%XXpB;0qOEf;q41ZXuXySFLs_nB+B zuL8R+0^q$*9u`cCN=Fbps)dEcbu+V4M0z4BOkA39yAC8B{ zY^Ruhih-x;qVrsDs3_tu`s%K|a$JX;3^)8s$jB*Jw*9tn=i$Rd*S{|2Vg+!?*lbTw z5256MgXtsq5844KNg@aKFNmp@8j;Rh82<3t&j#c$nliS6znV>6nHSb^Uz#GviVSi> z-a%fDFfx=*WQQfl6N2E}x&oz!i_lu+4Ps*lu2`VSnTncZ0^gz)$6j9bP_TfKd36PaM68UnIKQ{QOH=Uok#lnolB**ieF@?(SQst^%@cr8X6s@8*`T~?o0~NzWu$Go zPaxSxp9z!H?P2d5&uKbNzrNf+jR5%8>%KGB71F-~vQHX}SN8J!Afe_7&x55T1g?4O zN1XbHIKU|G7$EIJxj?8fQQH@0*7@8lsW?G19nA`(;IP<%%}#^XCY%{QaOycJGeC#m z_wz&DEX!@D0=YKS9ZGeXyUD;K%Y}XelAA-tC#dNrmXqZCg)0k%#^2xH_#7^SB0|76 zsm7+a>8K-ta{1JBr1y#S9m3v>JE*8jOlDp*DojAg$e@PNu|(-gb3cmj11MK2MFF^ zld@r44b$M_#>hm3ES3$)3Q5MWt+`&| zD4nmu!$ioi9?n1&pK;;B1@7K8#%&cB1Z+qBTlFxxPYMxng?yuP)4X2om{E#SMZJ%6ob~H)kfg}*{)o>EuM13qn>rEFvYou$6&HLag{DBKbr6l%r`5Q7o4^H^6@Xvcu z%QWy{Oo3myC_T28z*Tf2U?bVxm;2oH#F^^-HMXr5DL3AweShRnM+WtI*Lx~cKc?R) zKNYcHM~0(s-ShQ#q28?R4hk^&}vp(_z0_tqLEIaa}my z`EjG9>rjwTJK&dNuZ}D9Z|PbfB+G7!>+^=+M*ojmWoMBmH7Ob*kJGDLcL3}+pa_Uu zWk#)k%dxQ%P|ia_UAIdy1jDx(b#| zc?rFSHXP#S93X`s)a`Q7Z7Rp+*0aW=uM8wR@zAK39mVy(e->qQT^7eG2oxvLt_K{^ zi9=ha>bKqZ zne!MPImVOy`|XSR{hASj_PS_(%rtND3JGBk!_T6iP3Xu!E$O0G?b7f{*-8GSX^}AH zFlNHf%uV!dF~``U6&Vs|a8Pw@%Gpdi@2_spwLnDLGrMoTWq$2z>3~MdRJ-5bxGO%k zSz2{mkmM42ny0-XpS=JT8FH_CIH!-Bg5_O5`Z#>?#8ScY8`m^`U5E*go`7y zHpse6&5~n4sBz3+SdNWbn#}EPZEn7Ybuh%&6PFLVz_MWO7q={7D|$dc9Y?AdBBbjF zWI>^TIFoUi?eaz2(|Ts^vX{5p?-StA`#HE7;}l`k_hCVQItqF4p5Xc}D|Z4V-OVs- zA~XzHBhbJEJV@hhW`91uXbpfx5?z2fUNzV)y7Q#x`(GElmfKcQjNzy2FeIl{{9Ij` zU{;$KdbaUQM8qEc6Pr{DKcP|+osGE0b}SQFHepK$>5Tb6q5z+S;3jAwDR+QR$LV)8 zsTqh{eD_AQ=tN{DZ;Pp+cX2*?2=gVoG^s2N?jAV^HAWi}Vqh)d-O)CIIS$9ZJQq_u zZ~v_Y#V~YZk9em62hFSHFeCRR)FAPLfM?Oe5ekGNAS4s1^=_;OjQEJ~km|Z{OI5eM zz*Xv3)eB!t5(@p1w0c&KhZ3LxtY_-QU&A)>ytX9g% zW5m%XMD_RYex!^EW}N^BAm^km=wxps zgfQT-v$Q&oaPIZmoo!BoiRh)}Cgd#62uT`>aFQ7-Y)E*Mo~l5&6HQ-D#QW`0h+(8Cvpu7^;tjg3ZOoYe{l((+7)fiqM zM>5LOG5b-1PVJtAW!pWpG-$cX0d+0THx+(dS?*ZjT$#MM;!XaZO*uZYiLK-RO?Y`B z&{9#*CgKTer1YoB6K8ca^pX>LYY68BO-I0HWbGLizw*b{kg6A%3OokavZjCBo-|$@ zRagE2qTdI6)!f&_YoFSfo9qc$0n;8PtsFe7;dOdn= z@&A~LfUtmae+d?!^g*m91pf!AM3M|=>2{HTHK|vg?;E>c9UDyphWf9b;lYfCu4mU?@opp(*>N+o_;KSW-C%TQKV5Y5(oDbFg<9*B zZd4O)8zBf2YydJFqWZ_oHIS=g5b-=0QJDNQfGRfLb`43M!jaGQ5RnHIqS3LF88>qb zq!D;tI=7HByV2kDZP4NoJ{vvE_Ncf4I;^J6(1rsMOX`p$4J74u+rA6L zn~{b)G&+$M7?8FGc*X2LX_e^t+D&v#o}#~t43Wjn3gfAP28|R0Di0yE)sqNICO;2Y za>?xnU@R@aT0&9bQfnb0=}5wT>cLhYLG8>4nq_u|yNK*A;CyL7kO(?hNn)S_C1n>H|fD_VAYoo2t!Z$7^apGv})Sg+FmQj zI!~LE;0%(i6sbNER@&A~QH$?~NT~u|5EvJV2fk{nM4L4= zX}LfWwuVBeYVg45L5RYVkYIq~1Y#B@TzinW1JQgG`4{PNKraF_DdOW~jQ)CIwKG`3 z5cvMysn?Hs$&Ft~1eRMX24Ah-$fbH4X8EeN=U*_79(8*u%?PHc?9~|UCF1c;s_O$O zKB2LVv@+_!As=*=#7C?)c18*%LMe>=-s_UtKoZ7$|NEyUPv{c-+oO2~Giv_*a1Js? t<-f9{wL4vKts8&v-tqtOPm5R9?+*Gcdch`6kb?i5J$d0olDvV}{{qosZHE8= literal 0 HcmV?d00001 diff --git a/_images/fe7ee7754df974004e2b7eee75785d57a04a05d2ae928c990fe7f3614e984548.png b/_images/fe7ee7754df974004e2b7eee75785d57a04a05d2ae928c990fe7f3614e984548.png deleted file mode 100644 index d7b154c01437e7eb34ba0cb26055ac816b41545f..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 101638 zcmbq(Wn5Hm)GZ~TND9&*B?2NM-6Ex=bc2L+cMT&V-5}i|4Fl3Jw1mXa-Q78K%{}A) zeeb9H?S42v&J5?w+2`4Nuf6tuR>)^X8QdonPf$=$a6f&NR6#*O;{y&XY)s%A6BQ6T z@JGN!O3Ovn-ps|_$muJJf{}}ZjlGMFrSS{5uTIXE_I6xv_}*~7eqrI_;@~XE!D0J< zFL-0`WX>`71Um@$k;e`nwVhE=@QsiMYN1$xB?>AE$|p&2HIKCYX7_n^byoz!z}rmG zbC%sDPrJfD^hEA8Hhrk_2$_lIFqs0k@jiRVqx%pFlRsqMKP_^k{f%E&G6v&zl@|t6 zpjsy4%%4^}!v^-7eZl(zAVtqZ(3_6t+k?IK+kxbnDsz}8%%E!0yo{;17z54k{R;x@ zeWs+P%l|pYn2h@}|KIs^33j&v@NeK#bLjv7mlvxP&|&j zm-^eWXv2e#8>gD>7P{}RhrqCh+oRTUlS9i8|%>nf zE2#J$D9q_DM8KiabL??5mf0c$yPxh6O)$J$B^}>$wPQ&aeOTpq_-+r{(?!`6ET9&0 zs{q}))!HpI+WlwFtTp6oe**iS;2}QvN+RPdkGX6wsi~vH@ZPGte)S1pLaVDc1k$+6 z>b5`KetLS^7*2|fF`0RFDdN|bu{CWHwJ|Ekv9TVfvfWpScMg_h* z*>fw04~b>6mDhhKg)Tozx5dH1q4HSv+jEONU%seoy>E>2MBFZAT0@!>(DC@c4E7`} z)TR12Gzj?K&Mn0R2!owof)SU%Bax;6&pg=UT`Y_6#}mXhnS3xm zzlGXU^4fecGs}nHA|JM}XV4P`zFS-B_qo7mI?V{D56uxVn|{sC?zk4gcNkNN?gt84 zZg_k=93<+J2*u?i)lR6aukZD}J;1v9ESr))FgSRhVg4Mul-4rEX*Gn|X}_|^>9Aqz zp{3v%_I&Z{U z-vnGr-WT-H16%tw2;v4Z1NG$M@I46=*vX5#S|x4mO<>m*Ov&iyXoYf>7oWo1TjF{| zFDj{=dg+8uLX`3*tj-6wLfOifW1@T*duYMJm(52Y&+`()LEXjE=c2bWLr(YSQ_g^e zDrFi1@BuDVkEPqi9%UJ79!5Mn-qbYD&Ezzf(NFV-Zgp!&FW>AzXgz5cPZR3iiit%9 zA8&ylw$cxl9xmzxR(?FY>J+<^ICM&EItHGXcXkC>j4)p7jsU^8n>7)4Lx=%3gOevT zH^V_r$L(0~ggWS>ZyOsMm6x_a5DM=qN3Hr^Hqpw^g18|*8*HD(h^^Uy4=ysVZY!fe z;XPsxCsdAq2=7K{?+NGX?2iU)=W1<*R~{=Z|9Pggezg|01*Fzn+N(CK`ppz;{=4JO z+ds8OK3hVbtIsmA+foJd3~+^<{m6@EC0+R9J0Tivf3+N>T^Tx&zeUkA<)scz2-#F`m?ww(5{ zpJcqAMt7DUD3A-r zFM+zy0%|HQHgITvRMhTyOY#y|=%SAp;P5m58?8*=A23W$@s-cZU!*U>< zhWVOz6pD*ez9x$vI!39!7dy+wFDl;c>kEYq4egPer;P|4HtvLJrgW65dc-N@emIULyo`D?XzyDEzqxF=6cJhehJH5H`cP9` z?0emBsPVq_>=#G;;!^*cCL0Ty1Ml-TEYZ*Q&=YBObaIZ8H3GN`+F&!BX%MSxKCpG|48*;OhxkaTt3z6DtjebLZgw?W8@XU( znGY_YnSO)(;^LB$60g(0%dhCk)~>Dh7h^#p z`$iyVAHc-&BhMjk*`pq7131N_vpqwE*Oneo1^mw|I`PKh<4FKRf%qx?X5hZyn!fg? z`Anr5aeoBSPQZ=0K8Jwyr6f5T)`@_t+HnlB;Ba`O^A-#y3O*qPXUkAI{;-?*4cOZX zPd~DVWdu#toAltNr>9SJ;*05lFRC(ul{XiKlRr8Wy=;gw0K%`h*b64GRT#Vt@jWkr zRU(s(WEcq|RR@+z-YIA|lXWfX>CP$nMM$SiVu>F6{kk-ZMqcgJ$5OCOC_^=JIfI9R z)+BvAzwa-68WXjSxNk-DNYI={XFny{qT*X{c@{7G=$rTa8VxdM^?Xjc(m{6aO>?Nn z^*thy$;srtcWbm!ASZig;1?YL1VR&4zsmB*+x1pKzUBL0Dl1YPUW6!)RPaRbbt1@Q zU|^ua6TaDEi$&{mJltRhJ?Vz=0APEPg(XsWMB()pNNeFO0Vn`*8$d9E&2N!qOi^Hi z_|PFp2<13BNcabUrpF^uzSS;iLW?Jn5_7YcyW~S2(#)k7GT<{A{;jJOe6W_FVk)wp zRO^&QGH(DDt^RnXxSb{zX%fl5ihT$;(h0B_#UXWWKF}meB;g2*xJ`HTLg+)LJjYTO z#|eLGvXVp!?iN$s0;5$_{(OtIs{njmYWF(n#KYJy15Bp13{u^bTFYK;YguF{^!r1%UU<2xi5M$e(ER?ySL0Z{aN5} zwGxE>U^%PP-$`@v7D!6`(*Cr`J_WvoKLF<(2p~16*Il~7-=dT zCKLtWl#{~R{GP$(Dw2c(;QrP;!}BHL;Rpc(0J(DW8hF_vC3NR*a`R(=S|lNzXfs{m z#}LVHT*`S0l!@=iw9v8+g1)lVS5M|UO6UbvjnK^8+!Lspx3?LxFDf(%J5+A@kvtIP z3IMLbN2Gdfu2cFw$R$QXcgt}A$1y+#zgg8Z_H0!GRhY2nMAE*SyO6aY!;974XN~e2 zaAhyDRs-dAcoc+KS9oixX8avy+XZjrWLJ!-w%;Aj9~5}LoJ9-nI0Si~W8#G>T+ zM49*mNv{C6(5?UoINQ61tXPg6kC`2IiwaJG+L#8gfQF;1I!vvsf z)JIn!B_@LDJ)pNh`Q{FMad+t6y7nyd3PZQnW`&8v^Y0r^8%Yf7gOsR}39EU;!{wIH z(lzW4XlrXL=y$2tHImZsEk*%mHdH6KUMe3CmBJJHpwb0$-SeyMb)517ZNYH1-(dLh!p|75<1K zKF!miyPK)j!yg8-hSjzs+g+rF13>!r0t{R5w(cCOxnq57Sfd@eCJl8B4UL;w zqUySX`G%^hgVHM4D!|m)5y$w5;h77dcsp-XT>`m!1vCu+WT5!mI32m-8UTPg-{#(W ztDlgNAZQTXZtVfoS{U__hm65h2dPsRi6+YN>{LsFS=C=0!>f+S;~OAOwG2~SIc)t) z>Ry9yg_|#Po69a|`w!>fnFybYB{10FEQi!Jvf*r0?)q*^Y-vQGCamS$%N=;aO}8ij zMV>%H&0XL3u|d}9@I5~+LA|%2Ko}c^v#_ta_tFLZt21G58Vea*G9+*B2jFRZ&=p){ zHzc708B-EVFM+gpePrY6-QRx=5DDtFL*U86@3-LBKphK4a?L83V2SF}qtkwlEdY*q zbnEO6piu`yhBLRn0m553=e7m1tAauYc&79^kuqnA86Nt-!yQ0615>nZd_E zQ$4-?H2P#dP0#5s6Oym6WqqUZT#vc=!z`+t3BbvAF73U=LcOC2^LgEf#ebiwE#pLY zJ}Hel4~b|F3GTf{@}B{7QB{t{ZF-TbWq*=k#!rDN{u}^95dqq;^InFiadY7{@|!hU zgcg!&yTk5*#z?KsW+unIaV%YMF5_;U**y{gKyv}$sfBZc%f>`efJjehHt(uSSpIFj z9<)CLNb?u~*%w|nI|X}4hdvr7%N+tgz||)T=r~@#-YzQ0D29OV_s;L&LsJT=ygPrH zGfPPgJhEwA$CaM|OvX6_PNja3?*&}!G71rcCl74{VXo8+Bzr0NrT|=wIORa7ctzFO zEfnMXETfYQTh$aJ>*md&I#tgN(5)*X!NI*&y+j=})wHPYwKU5D7eibRosX+3{i9L< z2j&J%loOEp@=Rgco$eDfv` zWCTDNnIZnQr=VefnmnLrhKmC4HV(A%PY>oSxX%DA90#Hzf*KC2Uo8#jY{Uym>YX!h z^?=T%wFIy%jmGzCKfwK zq0(O{RL%pO=_%ZM8{$H@`&FL6dvqf^9_Qwz z_upV^jXPDr&U>9ox3;_)1mmXiId0eUz24wU^?MeciX44mTsV$$f9==kj~C+)4Y)p6 zFMa(+AQE~>l4nWrKUbjfaX7;}=Aor~Ns;H&_7vZ<`2W|Y$M0MJEiVd6`IYt&r@h_(egUlafA1!qo1F86>%8yCo7J!F=us1v zO8b;I)DjzMafPOF*@pYn{2wcZ^qZuhj0Yv*m4>4&%OL~--+X;FmN{QC_u%zORQddY zV`+`>Mhv2t;oPZ|?J(4!i}!>W?!;GXE9p$MWAdd!3nt*LaH;V9qm1V4zwJm!V84Xh3) z@6hUAmmVf(rl$ULUUT4tbf0R*B}dvd0z|~-J9i$|uXnbvB=361MFaA2f1L`iy{Q9SIB~$F!+~>;QaLbzX?mM&SCbiFAYGTY*+(vRl z{Ld&G;p4$5n|OnT>OEeVRR@5zSn%@01~vPa9adu}d~z!0;Iqwo_4a;U+mg8xwrf2V%Xu|&(8-(-eO>(`L&e=PchBVD9VV5_ zG%d=iv!-wuhS|IeVVVNh)!sydj6SA4g8IMfis>-2mInFtgB0k*Jipc3hej-4&S>Kea$X#=s8ukKi?1+ z5D?%>?M>WX4`hHhF5)I6%;U&&=?&;$IY67nwXah6{_!QHQ1?9zLW6(>q(BSEefVQD^GA$B zhaUfA!$K}D-HqWn8)M74ccea7l+y#J)2)I5V&ENyK-fmw8VfTtCP?hWBjdRASqK}a z;Z@X;(^>+x@O=P2rMIo$dA9BR-7zT^XC172@HBRtTkaSuMs**V-och@Bq%G)y2WGaJJter#346&cDm z`8;y|Pee&s_JY0l-2HXp<-Gt(e;6*zv!C>;8;l?>&Do8fs9qz8wHg>`r__3#+`n%X zH;F40Hq-G?Clc+<;lt!OuP}LkECvdQYF=YQ2_}@pFsJ^+v!W{ItH0FZC(^lSHvdCO z{slpOS4H*wdK$id8$Q^P2YeT8;yKWHC@|qD*0}C|2k&VOiR83FNzm;KyL!8Zb-fWk z6_+niAhu;#e-YRPyJ#fQ8_Pl4g05MrrkM-!+Gm)UmCKrVdK_ANao2?Y!JMU`I`8h@ zjbMAr1torMP!-3VcB3(>(Y=e8`E{a&iypIxdARqkRs+@-&<qmQJu~4f^N>{em{{ za;=eZg$3CV1K$P0E+A=__lG|GGe#XN?z?)p2MJ{KLv~THj0QivAo!D@Pij@$v2!i^P1ysVo!{7qyjZb&2B9> zvoUGH2g>}1f8}S-gGr_lgGQxL^NG6B|Hjox54rf193T5cDHY?8MUy5%Dm9v z(uDG73>;w{wL;guQ~}lYZGPjv5A}`dj>P;vb#oTMgc;E|hoRN%i7|Dq031i@O5hV2=(z-G)-KMDLT8k(FG(Um zGBYQ*J}_|gil=V&v}CBQR+@yU{?=HmlQWICFb}Q9Es*`8dUZw$9>Dj#5u$Ng)#qRP zdr2#>3D3NRR6o~!O~v0M)_S`G4B5N0K@VpkJ@ELU`#jSR-xcV?T^Ha{x$d+DNsJv| zH|XjMC+&aMcf8%zYs6MF(K=``%z0}VqCL=vshA=8Yt0a`w|6z(u(aH_WWx>;DPl4m z4ChF{M5j6Vu_kx)ucM|pAcSJ`1yJHc z5xbxT?aY_@Hgs*HlV39~>fL|uEI&GQI1{Jx-Y2ATyE0SsXiM*vA$vhBnIEalvS^*F zhze=fPAaOX7hEhPeiXvMO)Hi-Q5IHVl+U1IV7u`%nGX$$uowGu{_V8%w~W|5s?RN( z*j75&okp8&D@uvh_5~)IKZdv?kXADeu#-4B$cllx5Y;zkF@(RKBZ!aDaZZ94eq;~E zB)#9RgPx@gMQ2li&y1iK4ft5g9bw?XThRxF1k4gVNW1qKC)yMLWl?ugpm+B|Lpi!X zp1PhI0^1KfdgWMh8_%NgskT6WuGn~Zz{rZzb1+)wA%2<+PsoEo)1WB=*O}+gJ#!A; zpQ+cy)7ofs>cWsM7#Gdwtj8ODk|!(G9)Zn{8^I(B%{y?UN1s&IF09l$z!w@Uh@6DQ zqJgBNdp&IB?P8>HIDOM#pd!s)GuAIpC$uUMb-#Q>QO<)P4R|hr z+2eIA!YT_aa6&n5uIaobKl`*c>688jm{;54-zL#h9y{=#2mSzf>z&D)>vLDN)!^~# zfRk^yRr^|Y!{H>h;8v?Sp0(EE9O)41s^@EF-xi-1bJwKZjn_pD)XS<3o2@iB$hryy zjSuPLE@P&BoWSOL79-V(KBL zEIgM+>y1ce6@ttg>=LN9F+L2A44h~}Jc$cLHt{{i9U*kOyS47Yn^x7kBvzGlh}ONn zEe5pnlf~b>%wiY#9y_TtViPTXHDkPXE!R~Nm%)zkZ%u}j|LVi#N!byCmgDvoE<}+W z%1ND@PeeYt`d6%6iutGSuwl1&-D9*h zk#;2HBbjRj&~Z4o_Q@@sTDD?`zSUId_39wAG~@iH%EYslS*Ifi-KOAb-ZZrk-m5?> z613CPNnb=KzC2>y#f=ija0p|WKy{Di`o5sH<5ie1$t9x)Pf1sEwY^XHC7Ge72SG{Q zGDArcvgzz~`~}Z^u>HO)c@sX+J;}7$V+wuzV)A>cUY23mTAC)hx(E~Dy77zOLcR1 za{j&Iu%uQUmT=GiqtO%~S!(>q#ppngXl?)pT_)HpP_=C8`)2uG1Phd>VN9{u<63+p zRSKiXZEJ0;)15wk#Ce?CUn8tnn+W|ABV*-NRR6d38?cyR>!QA2b80j@3DBirTUvQu z!50UOQ;e;?|9xNbA>*5})KAgo2rk(S6l}7tnv$K+Gm*;;Osfz&T7s#=(ax1D4H*n} zTqyBWUa0b~jPJS>cvvCo+-NMHUJ(^Y&W)+8+2B4lq(1F{Z{+ZdH?VNZVhDB^*F??) z{&MV$bmCC*`{X70*MI9Hyk!kT@Z3Q+5zcxdgXrXQP{PtIwZsw7r0?FH}0ppCXq0LQ3N9T1n z;N!v#i1~uqVXku5=yFfw$!5M1jcbBK6B&Ur$-3Qk|BRENna{-hkjl+7J`Wppa;xAO zEf(6p4#_PnT@IIbVCs`WNi)_srn#1%Xz$%2X_10{BGe}=j7#ItrB z&~aR3n&`eO9Me(%Alci?FSIgzQpv|x9k)tNCwj&cDETzTe-k5JDYbs*OT$~6yzL?G z<+kDZvKgGQIk=?`MzD#$N0hE9fpv^V z+`*L1T(jq+3-W)hUH)bn?Hw)bc2=qKRgNgv%jXDFvoMnW z=c1{vcKB@CF27nam9xFk=u&?q#8OKCz2w6)M;fL|vK;Gh*>H1IWvqF?OFAO<`RTC2xtqB%;iDM)we(Ey5w+XPQ7bbw>n7%wMbc^ASq_Xrptn!z zy`T;gJ|2RtJTts~tkL#jVDg#07)l5*O`6c5uTcNUAT_}eXlqkSEfN@tuetNFGauZ< zQbmH1$EwCg7~;{{&EJ?qz`*~raCkMCO_+7JnN6LOdXCNBlyUa_&ce~gyL7kMIN|nD zS&H?}o%=7Jq;GuEeeZtLpUfyX7~|xAB3zBl{|Pd|_4p!h6DX{|iq&~utxoV>S}(Es zoyFH^ZBw3egho(tWV0QqOd;VBh>epsS*7F*EY_G-*K%f}dN5~`=W|<a{4aYcbWKCx0lOek@YpCGz%-dy?PF zgoANcKcfY?BX9LDzkPc9=^Fx|!2Y0gv{m@Cv4RjHLJnReB5d#Db)Zh4)CT#nNgyK`P-ZQX#Vi46aS#n}f)m zI4Ce*T)A2+u+I568~WVG0d{2vpLaxksWq>@M<2W=p+9+a^^}`Su8fE)@k!ZyY*B#h zT;a(gVZ?D*{&UPvoCz-^6}l#O0?SLiz)maLJ6#%diaVus`89j&q-{ei_Lkt69z*>H zr7U3*RP~a*eCmbstLyyD)VlDAq8!QUF`B|t5Dx!7wtHK2Un{W<$#=VQ)nU4K&1lN+Y^!_oM!0$XY4 zhId2eVBw3TOdrH)$QouFUA-&bZvDt9JO&B~1pX?tv)9*^;cNHRyN|Q>~4ZfEO=(I)nl?&H}+}l0O2oLwjphs>fl|@ zH#MSN{1-ZD!ph?o*@-79tqWghsmb!WGr}=I6Q7VvnqtGLk<)vXeW*Ilt`xkWNt_*p7xJsf)_WP*Q*ALz`{q zCMP&k{Gc9^B2eGa7J@rYOHbF*1N+p&;mi3S_ueyJ3yP8T3#d&FsJD3D zDxabC_0x6DI%R;gNiM2k2z1!lu$9rDOLP88QS{mr*bB>a0EWDdbxjMl#m<;OO_~l8 z*a8`@+(m(->USFBoqNhiia&Doa8pyX-@y*Y?jjOxy7Kx0wR$%h+-P`m%HA_h7ZdT_ zL;P|0u3X<(`B4|nm^pPxy+}4DfIwJG2HdOond}=?=46<6zP%ieA;eUmMP$o zIBH1HmHb8~PVZmTRqZ5WYHHgb^^x$9t((+P*Sys4r;sG^ryy5eYbo0iShnVx=~JDO z*kC@VDrubL4ig^mAJlz4E5~yZzH(2RvdJ_3Y4p9Jl_1*1%Uh(v#Nc*zD&g=p;}RMK z$bS3*eNMaZwm5!{0mQle5$R{hRDq!8TcAM(MdRPkOtVckE@`xh z+4{a7b?=2Ni6)_Zv0B~M_CbFHhLpf$l`>}X`3K*_!}&`66zYVMY~{-IGkQ*qO%kIPG^d}< zDAal!0dmCRmh$CXC@;zqAg=l}_7f>&@BySt>v5TP!1xro@y{hBBy^I7Y@06#MNjRQ zR-uS1yfO{xmgY}C1wKAakqn2UudCC^PEc|LDCc;fXCG`i5E@8~Jgc3#gJTLEs&%S2 z8UA#X;KZe-R6#pJ{i};NRuy?&7(lQRmn~iHU(EQj<9U}}al;GgUdbXUPIkVB9sSfu zS;nONE^c;Hydr6fu}Gdm!F5sZP?k>VP@*!$BV~d|Q@zn2^YImGxaPf!$(jgP3h`j# zC2a36FjvYc1#*1DUq!yHq@yL4kg4Q*n$9*srOr37pJ0UUa9<@a(J9NK0YwcM7fO*udXQN)+=h zQC>Z5m4ts(P5Fx~EMu0fOg}n9hK|p*y`b+zOiRdXyu#5>Utca1`_(_^wDcs-ie+uA zGCvudcL`MR4)67rddbv;{-=qc0}UD|6>8k~%x!{5Y4A%@As8%`a$iQ|)3t3ULg5Oq zj)xZx$z8!$-fL7^dm@qx`aa+{1!n;xo92SuljX+lT+mvM<*Hwkn$A^|C*^=96;PT0 zTTWlh=a5RZLze=fO4q%~qHd(hw}Nz3>yzh(A%e2?W=Fjx#a3hoA}|VPqWucdw{DgrSOQnOktD9nATKcr^DnfqAL&Za$*k5`2s{f_Xk(!KC*E)fa#2dS5r=52G zYziF9q56s5E9umOQpcZ)aRss2r)Ddz(*Z6gYCjiGJ**G!$9d^r{?H*#XKnT(7KIXL zKkFu7kRXY3l}EfX>2GEhWh+gkFITZJAKwdjxxj!L{IsDaz`SsyL_CTgi=N;yCEh|5 zb;QCEc8h0g!vc+oeb0ek`Leabqt>~F!|oUvn!iXX$RQy4L3cQ)nQ~fiojL(_a~+F0 zk!*Bd%4aJz@uaruAuL@t(QEhb`!pe&`GY0y;-it%7-x$bw&1^^B);d-6chPGOXH^# zx6gJw?BsVVLLeu`dY3E;D7svq!wQ!yK#dTuy;nr-<3FC-uQMtJ6Qp!sOa1>Rv0r}Fs+>)^J_HC}DH-$Y7br8r5*sw<~WR_odO z&)j{Ot&I%LhG)NBrH5REH># z&u0_l%=S|9*FGnN+&q#%)s1rOo(f{omku8;{;u|;i=m`GIe3OGHIH&Nk~*eTCzd+l z)uo9U4(HAXVbf?Amlg#XwLfZlF;8fEvb5{O&Fq>RyS;6sDH$ujDI4B%Sg)G^yMyPf z{ezFs6(xhsh~}O6xS38UD0FM1IL%D+m7hMVg5(`A#Ep ze`rjRugjsr#4YSR{;p)C;)Nv1!DEJV3Oecbud~c{7s>@J33eo>W}@6? zvN-GW5TaMz2`;*yUTexKLz$pUpTO>b>MJp&@SC9mD=eZ z*ikXy1stxDnkPVs)>tvsGapUVVXOCNPX7+z#C?-KlxO9h0^7dQLYfZKX{)S@YsW)!~G>6 zjANI2tt}XTh-`w+(En&glH zsQcFQP)py|>9Ex&{mAeRtmi#(p&}5XMsJb8fpNeyKW?nkZ7wQRb}BUq$<>!5?tE@^7aqgo!2fGsTU027wD7A%%cfn6u9^`Et z6bU&^a)rN=fEBt3eq~8Ja)K}eDQ>JLuNVtYpQ*(ba@;=l8JSPEdh|H~tGMT)_A|j& zS8)rfX{7?x$p6YfqgW?6Ha>4t$la=H{w6pgT1nXyLdZfQ``dHWcqB6H?O8qoJK4&|8^>mA1cFN1a+E`-QBDO`My9 z3jaL&3UZ$czj;deW&L{rI$I%xWVMqzC)BzCb;>j^kZFM+_v;K}axAf%jC1Z;S)_lX z1ee+UZ}e_Sn;%w0Rr9h!apm2C8go@I?&-=p%2sfB)oCeq(!)Q>)F(a8vRfyeAMf&y zP?Dlyu^61Q+C5Fc8A&N7J`#|`P*oV-+&1>37JoYnx4%0I2+AM)+*@P;$tvzNC|2A$ z;k=1U zyPjSV$tx#xleozq{)A5HGF+9uVz3EilMHb%$yG0nM&F|59~`yExS* zT>U&|d8^3$rdM=+4NBlm+Wd66fObe-ysdoEsZmpoYQ;%ty_q8RbxlMj{|C6yebmdx z)04A5#$ZMXl=TfacI5mh%wnrFRF^?@TfK8wLxcSLG=kA2!1h+9Z3ZXU>;<-7c{n8R&Ki!5G zY2^K>;_Q|6JTX=S{vF?aE6ohO1R0ne1 z0kS@}uw?5hq)*+dY)T^XytIF8UsD=I{tGjLBd<%uaaowJ zLP}zozwO^=oS(5jzsy5Ne_2%@+CE{t8fdsb8eqp?tWTgQ`y5sCS@4r~OI?3u3vR)# z#aS{s{cp0*EcjjM=)-=hQH@BW3+WfonUV9oE+>d0;KVmpgI?tSP;=>xPLbBtQT4Yo z%uPh~c^(fi4+*2b4CN>FZvB3i%riFaR#m#xf+5)&;%tA9Z?}l4V-$D@_k0q_?lUyNUvnE(aZQ?cF(*)#`H@XVJgQ(j^zbF;6cywf@6Ff}?g(F1=bp(rN zn?t8!nb(h1c#;V5XFd_d%^7u?>#^J$*Kd(79H4m?+^|*n3q4e6WA( z_#u3!KYCUjv&qfg`x74sgQ!}PInpjc zG)}W34MXUM^|j6ioj;Hx11&DY>pLa>Ya@5&&_<&yN;|D}&!KxwyGFAD!xuU*b0$9y zzbH2sUQez|>SFgwzpOCa{-7yB!r#|P^~v;4{+_mZurpa{yZl|n`>0ix@S{v}n9P{H zdN4(4(L%?I;;|Zr z;H}~X2Q_?8o5FG9&%K&D)Y;{mxEpMRMmPX@!^4~u>Pq&~&)CBZb$A8CG2@wx{Ft#qe&H2nqbU4gwHEYy|I;16J zU94aDc~-xDiW_I>G=aLp(#WETvttdhkD&-Y{F_}qXt%6|7(ZB&;kZDCw0Ba!uOlvp z@Y;R-Kp2~$%gt>&HW8&$Og4uxONPVThiTy|0&(Ko;*J!Z%*}Lnb|OOYy%16`9x+_i z&qg(3)Aw(*kXUBKU#q}ZsyX>g+O^aY%;`}d`TqRsg5Pwv0fLF3kBur%2rF{x>AyCy zpW1R*K4G+Ss05Zx$YPpUJv6{hw!Zz6y6&sC8pB7aqH%hgF%<>lcR~V;v0(|5cse+J z9=Ti@Me@JO)Jfi%1W#E^4~y2ZRyRuB(6Ij17}w#@!J)_TY!A+U{J#dWGY#H7lq00ktlN@8te-Fu=Fu-% zC9?702Q!JXr6i2G!a8p63}trG40$U;E}j#;Z!Fm^yB$dF^PJ#bYB47#Yd?B8&xhqXR?TyZ&Y`O3GNujq_GBf6ABb+l_K6?Z!jm7T zhe^kVeo(LoKET#T{Tv+rG+?6paRzfXT1t{)40IIK7L=QR_UWuZi+t57KQi zA@AOXk;m%s7LH!7LMeZG%gOlOo9y953Y^#puUC7Ywy7Q|mWj?ZktIcnjQOr?k~(7{ z+hmEmRrA(0sVHzAhbO+TxQ=Z$SIcG@JEzU~w{X^RQu1(DDQUd=V8#5{!WUhtm1Q#A ze3}(J61Luf6xlU&-ATQB3f-^si6~D!5mJob7|}@HCX*sAJd-8=mbi4QvZ(x)iGaxF z1lDIyYk=#L86zz=Cc~_7&{d%n<6ty>$y8}?bf>|H#T z4BU+pgSxDQT=->`D0|DRRZWcP=nQboAAQ0z3WtcFQ)zJ1%}uK~cf9?$AM^F^zu;Fi zrkt)8K=E1r(#K5vgbJ=U82>RY@A#}LWzxP5Y*Ws=7C*8UpP$kjJWJgN;9JN|1iE!E{CyZ>S3c^4EwDA-6BXzw{yrbqQ(p+|6w95BE8ih zchR2-FE&9!CsLZLAZC+#C|X_1GXGV@=zx}@GXbX5XtByNv01^6c=uh_4q}b>ZLQ+L?4B+9QxC;7dO9<&}I9 zIaP|VgpauUeoc(T3GXSMVG#RIMlqTEy5D2}1mf?gZdSuMD8S3mq+rd+FxJ`b?dZZQ zZIZ1{Tcs6jFU=zIz1@*q{AIdcx~3Nmv`c*avzVs(=dZj`(bNL5iBa*AW*>uXBtOzi zeAR&js)oDal8Xf^3DvE3eq~*3;?{r&8)YjnIHZ<HRPzjRmJ@V(iE#^0 zGj84xF~6;%G{7NzODIahCQ~rz!gga&_89A3aZ)z6nj8DK;{y(a%|GMmyw|rjUm`V^ zuA9l=Q>C}rP%w19!*18!J?rOGadP!OKYE0JF#&l_fQKp8QM>a>s96F(WRFF=N|LTN zy3RJ-EkT8|1RFg$w#QdEbU41+M~N+lNC}40;5sltq-S(gR{Ji^nV-aP&um@ll{6?? zLP0ldEZOs#lb(@BLNq6Pvz}LFc`3|Hz0g)Z*zM|an)8E)UdWfwpCDAN!C)dox{-0? zQJ?86>T0klX@|fi(OZxC!~r%&^v51_Sg8_@{z`*mS4(!avHHT6HPm7t!_dLIw=E zqwaXR)ya_*vh(}+`Zb93-R(!d`K!3l4YO{ml*-XV9-dm)2Dgm9v}|s9ZanH-@*;Ja z%PEydWnP3H&Tl#<7`Qnl8Qu($OBh6DQ*g3WX%KVQSeRAHvCA{;;b^L3e)#-*R?nLd z>KOjSv4&?&gofKM$J--nWh`Fy{61+F(1D!JS*}=1Ri)AT?oBm0n0}$6dkySr2lm3# z%H(k8^T}NX65SvMAB;Nc5J~Vs={$JMRMQJd`HP=P9e+oygR7l{PWeaNNWL7@3Xm1X zj~ZmDkv(xN+-b$9G_z)mp(8Tl84NsBX5aB5n3W*c{E?~#s)9LoY;gX0;%0NcLO7$3 zro;6hN=%vJY?gP`aAbDIiFb)$bM_Lm6_P z?k_}3{LdIZu8LWw%tVTFMHX$o`o8}mMjRF9Il(;XqxWU$#lIL^PuX)j4nfqDMVRbA zz?Z2!7hWh9>9vl2TCvqEQ}=Tb%k0)^uDoR||86gDDPvx+?#x*hp)YQx`_{(gt>l;# z)xbC#cNLV`{}DlBsDH+{^|X=tFKrg7Nx_x zICWRUsy&6%>C?@uFKI#cebSl%^)w@_mh)fpD^$2Slg5LRh#`m&Ga@Y(d|lQ6Q6?g8 z=XJTVQO|4X?EE=yXLoXvzSlRh$@FEEe4yRhjwg_=k&~zL4R{C=&hMv^J?pviT^@$h1bV;C{4^1!#or}q?(5@_B!RA z{|EI)zi~fh8jW2xuIh6!x$3HYX^4*%;;ZhxC5ZnVGT;!Am_WHlsM1c!i$X6I>T!9l z7e7$UXCYY_f$cx2W?~gT9Tvi{R&rM!_qc*%{-drCzsX>vmNa7h}Z(9ysGqX>>v8|3Pcs5jV`}J_X#YX{lcIzTy%t-38szm2XqkWGissV z`8wh9%7wCyhVcVuTiBnJnR`O`X!H+*-G1VDslVTM*i8NORA(E+{k$StfT_I8f{WJr zeW8`7`f6>t9LA^Bq6q(Yd1P47%52zym%m(KjphN~iX^7%tRWn8_|*sFEpIKRN)8GO zeZnWtf`82Vq&Lxmu?+4Km@6FN^KW3UD>w*%`OO#Vt2MEEW-W^B+$1eh$&q@QFKJ{N zk=v7RW9B)%6=c<1KDdPdJ9R;5L(2Xtf6WDxj+f*e+0J8c+8;p$LcI*#1_Xce7M2*n zCXTa9b<4_=*xH5pWagv}1i5`(#_3glOv)sD0!yH+vvK@HH`TI)dBCkpu=1pdFgiz4 ziTo+xvNr!vkIDuBhH|#m!5``UT^(nttjs_CVUkEK@kt8r(zXYEYgGACRxE{z$bkyw z-(7qKt)2w=jN*U0sLh=SMu(k^XJ7XV{I;qnLpO0)XUvi)`7wEJ+DZ}w)5ll_EUA@t zqxH99S_TE@N@#?oDQ=Y{>BjY%E?(Z%BqBZP0w~#0ly9gBty+qp0jXif$nBn33EItUg?%>lcR?myWm63ZN7< zsQ=P3G%M!+bI+i0K+YWUECcQY|6)E9qtAN`gB?X*oE>?M9>emaxMH zf9BtjXxqEjpAS=b_$v3*18^{pLv?MxW1xh;Y$;Ym#|JN>WX_|`24Y31Hiu$%(xtAT zbV#|AeN4fnC~z7WJv-YxjZRO>Bg(=-cSvU+3tV0ciJHsF=<0$BPzurZA`;K(J-#6w z?&4p*mBbT>X%G-6jmA=S&wDVo91O>yDE-XCT@}`N+;8hw-7|Sy6_RugciSUq-aFqx z42o=Yntd_d$1(goZdMdjg95M@9UkiE{^^czN2&$oUskDg@ag)rp^6^R%a8P>B zH&L@GX%N$LZGMSCY-BG?YGE~H;K+%cRnyb0QIyEdP}$;QS|4`0?I_KE)On^;uem&x z-&6pVy35Pxi?ujHjWW~3NRmC@e>UKK^bFh_09FceJKX)}5QZdeE}(TC^bU-t{kf|~ zzwNS6)(|E;s-|^2VhArOxUO+Fmc-YIjIKfN0a0w)(!BCma^;K4Eqw9RJN8@f^hf)A zaN$2k4*o3l-EDVBrK_Qf8U-$o5_5I&s8@Fw#|f~`B7{HFR7Digqg#@5gFz}faq${~ z64%7^t4fh5SPyKV~DAH63 zpLyNH@ymf!3uNPY1ca(H7^4|@WiiW(FLo^Lp$g76(I-qxeBg6RQJf^t&#(?!`fx_~ zM}%s|uTP6p<4J%?9L;q4W-f0)3%pHJSZ7H|!l%jjy&t4e-|ye@5@*j{HWuu z;X5shUwwXk(T=c>JN2&yf^=Fp~-8gFs94*NDAGKz2R3KqhDG#7%xM5;#i(&w|s&zGBRlqS~bX&!p1{2@wTTAex)PBFF<{YaqhK=k= zQSsyku5~s1tGf+b6I=D&^I?WkU+1L3&DD=$O{N%tm;6~)xW_uji%LZ!e*Ref{qyS!&#_#+Mdx z3mGm(b#q1AJNM4_Czh?4TKL4&zHp3iD36MVR|GYajMYE7+gjv1SeY;AH5p!;1xk0# ziXHWS-&6~vpxvvn?a(+ z^=62xmXhc@@6@BnuGZv#)`};vZ~7|~8RU^34yFK--A(ZCwlv3F|Z>@nrH_^Ph1ahp#66af+3%+QK{~`;L}DlPv+przC|!S(m)4U7uRCn^mQ&dvApBOIqyZMPI@ZOk=cUL1+?B^_{uq|*lh1n|14(VDF;G|U zSKl;Sl2C5S6(DH~xLbZ1s!Qr`wc^!eS;KW~l^_7ZOo}eonW-||BR#euH>Le(B}$6) z^mZyMXlE{}7c6KOEb$kMh?3q8?XRWx(q$IXqYlq&YZG;aoYRJI9c5Mpv!(|&4PSN3 zE+;A2#EfaNf-PYBO>dIL&SEvdjdN6MZ9xwllZpLCm?iHe_8j5DU1uYunsGLZ9|2u! zXsprgPgFEuUq%dj+r}lO3umInq$g|7HPj|60^Uyo`xF7w*DO88`p38{KL6zsjgUPq z^p4nA|Mgngk0C;KT zXM)_;c?H#yt;LUHCX0yn+8;s~cnypKTz=4dd#=0=9(p|q$3j=~!W_;6D`bmRT$b1TEFQl-mC#gLmp7WAJfmF5oh&e!6br@HII4NN zIIf4)FFPw9b4eQDxb2S7_-OSrorZ))BDG@qB(85bJ7G#Nki9^sq;zv$wqA*LJc+n^ zbt-}E4v*~5%f8nr<#pe$o@ZU5kDTq}^l`@r_13_TKO4Wio&y9@V9@neCesics=})2 z6*)0iTC5sX$lf)t&8eRqkdK8;sfp&xb<~|Xw-ZK`t8=Wm6ED`ehJ(LIE21l;i2Ek( zaW!WYaVBTu!33}K>!1Pd#D5BCDxvV>@;$sS7Zr0A-U1jpQK+ z#)X6Gh~5An;WRWRiRBdncbk6={fXuDjcYz7&4op=d#!=~27t9JvG z`GNtcuoFdG1RN>fdE`AD&Y-NCJZJF@>9|F<#UR-mGLqBhoyzJtA5|aF1>gFbyW@g9 zs;#_46?F0TOZ-X{)7o-R0p|4b=#mzY0t__pf69R@ORt)X_n*}9@bOn`jbUp3Jq?sj zRykHg9=Qy!KEDAW^-N~QyGLw1|LJoCBI#@X1CmL01+n&D3SAGq@g(XVO`IKRQ{?^> zZFIb^5Y+Q-W940(e`V2j3e_P;Oh6;f-5fUhf(MZKfVR>BQ(vD2%ApqyEaOScS+1z< zhb{2AxQh?F#nj-)6J`nPm^{!a$x8C4fR0NCZ)ZAfxr@a@qpLhg=XPGI&yH1zoie0` zUUqt@h^sO+k}>>@r$%JTj1zcjVM3!(tsqM3+lbd@G{rWDY_m09hczApk_oDp`=wuY zC@Qfq_I4b}@xSS?vq9ui9QW8_W^vx{&}s=3Fl7a-MEqV92BrIFNt}=YpR1wsminV_ z{<9yt;mZQX(gKHvp(J2~?;~pJaNYI4lZmbmQqhw0d=+CnUrY+`jAVvlvC>OuWx6v& zfXe)(xnIfoE2j{S$+;*O0#{%qJRjwds44+rqHVftLwCs=3jQ`=-O|=ejGl1D0y6gS z9_h&~d`hrBZPyBaMT;+_)iY5qqehbap|&}w<0xa+-caaJVmID_ml?GzT{Z>gAso-yo#Y(nzBE(aFVH1s0XXBKN#x!1^>oL61 zZ!_cur>Vfx3Bj14VoAL{TFJ?z1tKLvZ1|nCwy3Fh)!TFT^MJ-0xIQ1-Gfs{O{zvDq zXnX)l>%^a+fM8eny;TMs0!~%J6Vnx!L;24A%ITX{gf6d^VWf@r|HiZ2A0?f815D@( zFl<0I557CE;7AcuX>Ou;38}(v@|F=W-VVuu9ZY?)^=h3q5lNVIJ)x{D!x%Oh@t02G=!1Up1q1_5Wx_HMgV=)10q~pq<}>ANG(FG%oK*%3CtA$dI+Y z4tb3>_%smkrWZBVYQVUuRaBLUO!bRAK(5dY-ujJMruxFpZi@&zMq%s$C3Ccrm2we$ ztjfQ?C;diB**la5B$cddMkVfMObWI~1%2IMshIiIjdH<-sM8}bx{3>)ZH~ z7I+Eth*@X@zO4oIx-b@DNfowz2y%sLSjf)#CW7N*2SbY_mkD%aKv<@w!+>$-9NA4S zPaSIN9`@re(2q87?qG+i=cUBSj>5f~O|?GUx=xV+8U@s56Rio*sBv?8?c5!FG{*SM zH~q2(5|NdzBPX)o_qUa=J5xb2gsIHSB=|MTs9YCX_gzPaG`haR`OmNXo3 zxHP1b<0IcvA1Vz9YLfU`W;`9eQ!Z*i>|cgYTrmwkBkTz&GKhA99;Qcg7QfWkfC*E# zDZ|vZN(VsCiI8adN|$y8j34=(&XhITrB~I>{jT*`sV$>rn`A0UJLYgrt)i}MY~MaU>%tV-L z*RK7P^Hdkx6I_@L9Ot=|a3m^2yeB`Z&vY3YiL)e!f5szIur(2BMHa8VDA5>|<7Tq? za{T|Ta5KHoG?T)5v9ST)^CNthiU5QmQy<5l^^jok2;cDP#aA@i*9GCkoRzh)o zZtTqwcmaB6wBbD;frtg3HRgY!n=Y- z&fF%;sAcqvWLj2AWa62eGf0k$OFVYvSA~6G5n{9lSP6Cqu3edBMH+C7FSt*>b*cn# z$yJGz9>1%}#8_-xmcf0b2nt+D5$S}|nvn)EI1jpHgETAR#X~KUu?ayq%{tcR6Y7jx zs`Fx?@ev!(BO9bPbv;Xw`~1UEL~E86C_l+G=Y-0??L4bdM&hMYRFyok$+{L5NK1U_ zZAAv*)~Mc+G@V~%I4$U(mzQEubsvWgEuvn$4%cRv8@qVppQn`*fNnfc;ZfJOiQh)f zPqe`Tcx$sAh*X>T-+<5!kKGm-bFUwDj(-`ZL}aQc0!ZT=kI4`759+g(^LOg+ev1|- z$Lea{MT}_wWDB|k2_-EKIlvtcyF~t$3mHXhxaUkxN$)(yo;EigkULEcG-iVDm}-;! ze?iDTO|9a6%f~V+jIQOE~%&$(30r;&7F_o7Dox%J3}F{Lw!JoHB!pq5dFxYK80q@eWd z#CvvDRc99NSVsqOY1eVPbt~o6G8&0e>lZQ>Zrwp;@vC;f2sNW(sbI<%)FSC0NgBg0 zwk!MzYyL3wSQKpVt7}vaNyJFb1G_e0d$FV<0mcpD?yR9F3wS#1RZ$^Ha^~K0Z&$~* zBo$c`I|||CKd_f$={D!~9N(-Kg{jZNoF~JIGm9QPKDdTnZ6hZ@r`hrm7j?>|?%ktC z+5{tfpU=QpR1vw$=bi_ce-74lj&suKb4NXvQfpxS?-FY&2`>V4fj<`y@o=K4lE7>~| z4%yDoI;dB#s$@u%xJXY{O-}yi`03RKl5u`3Ki~`&u_}8MJ??w8C4FR0z`qcRIwb-* z|5(CuWTMOZ-CrJ|g;0em4=gO46j@&{i1VC|A^pO$HuM%1Xai?oBwe*9$a%TO9X!&A z!Hhb>u6OlC<_9sNZkq~|r-lelNZ&`B1o|K^;kL<`Vy9;+|+_`yJA zG-5g(yXgC__?U%kBdFX@;=0#Tc(v71A7|$5rf$!BDbShP>$YsqqGWle@p-|2y;Mw> z1=KohwiHLuR}8Km%C}6Crikbx2<8NH?G({trzTe$Q%qji=Hm19YT9%?|`ET-aC z3aWL@s3n7p`)C<u6gCAwQ#0FnLD(k#t~bfVc2nM#kSoo*k~h+FZ_mSThZ zboE-`!m%xfH&IB?$7tnHtygc^w_{vK&x?gu zgul)N8+^$YZ@MlXhPG``tLf6JvTu zw0ww7tnu|zlDED07dJAQHPaTS!!g!9{2h_C*@!-9N8nCnyd~bUiyC}(^Y61|wMgWC zkj%8#py8fgQ%~KlUXv&%S7l+^vj-jN+oVl$L#D+7Gd*QfV`HUlYWH+Z~FI153wktUH@anG+U&uQ7PgA4~M z>$HqB__xmy-=8LbZ5Nrs_~1jfsw*X)gB4!~n}>#1SZ#>$^UC(dHzVR5IU0*%y5pVr zBTIGX2bLnBbcF2GiISk!^c&U|r zd?h8GFVjrWk+or-^~cS(NT5@-lc>FCv*r|yfD7m@om7qV!_$;n5jgVrbtfbdcN$uN ztOH{Zv7iId<|Zxv_`hu2lBV$DIn+?C`v~4%Hb~bg}tlghd3`hz4MTgde8Oy z6oequy+~(x&lPN9W!~x#$-n9nxbw8qKd}joBcBjpM{u*ONj$n7 zgE_gZRSorkoXM!?Q=d$smwt{mUC5ubV4+P=PShGC2 z5z0dng19aycP4SkTimYDe`3*#1k}vwuFtyHeuq(l>T8tCQons-1ZN&~$IQZZ-s*cA z6%K+pfE;i`x>mr2qs?_w{jxyHot9(t@WOpKx2la6{gVs26`uZ=>atI%Hc`a)PIJc-WndB|y((D^5ASbO=2qkFXlkCDb8dn$ z?yp+8sC&ih5F+z19`@KkeKD9J9(F&nG#e8uGhStrPGil5qBLtmF{C)*wCTP^rebEV za>Q!9-S{hn-_L#Q6Yma13$?d76zyd@a9!{T=*3yT8h%-n3%Ml`P_=B9kA(ylH21*& zI+`jees;L-d=|{c2k22#M3B<3%hk_D#R(12fPr(v2g!hd_hpQ%Rz)Lr5hW5xxB*hn z^d1)QH|P4nZ+9)iL`S0h;S>7ys?SD_>3VEj;PxxtujX10>5iFA#oJZ+tjA_%PN&TP zsjBz3l?cpZobI>xz>K&89Z(}p>y7f`R!VlaFk2AhF*#cssw|D>v4{=-!mbgF+Y@zh zZ-gIE6_!A?w$@Z^myGGvGQSYy#OtllgUugh-{6nVM~^E>jZELe^3zc7c8B`7zHZ>Vpi*<9|8)Z__jK zWXEwe33#BpOBRJ+a-a|-*|So?`$3%I^c0}a!<2>Jw}>29DY|fH z*xN>@L+ZE^RcO~|Z;Lg2aojsyGlGdVzo{HeO58lxOaYQBP6yKzT<;31Bu@ci#^NnWVT@VlpCl(gn& z)o@_c?X{m_sZ3IuO%WqUH4%~ds{2ga@j@StV(D78;vUN9X3HgiR$S_@RJU+{h7Bs> zmlNLaVC_?)mG$ydCwvt2W&>zt2ON^+DeP&M!cz3Q|R;H^1dq90$H?Z5KQ3XzJ1OM(Xqh;OwJr1 za-71;;J3fYaoK^+jo%D|RdX90^&V)>bjiJk=hKBo&1x{PRJ_}@LY0+|YuLwi?Ul~2oy1Y8EkE$| z6M8=QpaS(5&o|p3%aSNJQAEh?4q_{T@u6n*o3`vS1{sTBp(xKsdg*u2L|3mii@>ykIH8#0T50iG;bL^1vuILgyd!$N zLoP39>n>szW%8`&tcBNVF+a&91?TJWE3u4X=LJiKLCUS?MGi_V0QsKn^ydNl{4 z9;-;iW{B8t|M!Vez{>_zB@sa>&j0p$hpp`~DLmtCl5X7L(g^q1Sv||%CY|cxAmWJ84GU@U>b;4+8^{!YPo;6w9lZ4nwRW-%EC`3UNsYp62+1Vfhy-YZYc9c ztDewtIVN`DigbIhApuB*CRr>k6Wdz7w-rz(_y0UzTa1U>29S`8)}Dp2E$pqJw5FtA ztgH%uFUrT<9G(QlKKd*&5S+Q$^)7{H~)Oi$_w=-@|F!U#5KZw2-?Fxpb8z{(D39U(^RHBufvwq43(mQQJ zqE<#V6!NNMcV`&2U7Y^2R{KC zCCJ)fZ+_!G-f>^yM6omGBo^)7uFF51hF<=55JJ=wEq zyS5etn4ClkQ?loqh-MD^LC0f*sPIrTY%Xnfz8 z{E3}Y++|cEUKyOa6+4xhK|gISoRK6i``kgTGu}~ht2jrpmVZ2wLp6$Bt8CEB$N1L~ z;nG=`JfKEkAxMzu7k#^83P8J75aXac0%CiZPO4I<;k8M47TO`UniS&%o%|N=^H480 z4@G+*prQ_er43JzE!AXX;`}R!=xk?YroAi;*liy&N9VJO$*49Y3!-E1UaB+j1S5<~#6! zWY+|1Xb8B3t>M*dzijFz@oYMwpk zF(Gr2uAt%juDQUG;O8Or8||<6XI<Vp3|;rkK6qJ~^6>d!J0g;!@q?ELyUL4oUk5^zv3KqVQV%LPD6NfE|@y zlPRsTiB=OK0twI0W+r}*zpdMOEvuvI>mGPX+2e4#rPn(SkvHlaGjkUurH7@4%MbdU zQsL=rD`|r$y%}xWim93MaNRG4)Bae5jq&6VC9md zl;A?ewlr&Kf#av@~{b=M3L;OQR6*=%| z@Vj4(efLp>#t$PSqBc|Onz%|h9=Q_TEYarq0#Kc>QVOT~u0bvqu7gS_rK3H7ze14XoarI<^;0p8 z)wr<+Z{`)v~5=5fWYs(iLqQpxoPzU<#r9kf#bo#Egj)BCeN?&vvS2-?_HpE zW1^j+uK%3N^Y5VC6nQ=LZ4BG#w(ZL>9<2Occ$zH3PQ7vPjCr*W8Vnq|1nLxlo{irt z+;Nw@WF*H8*16$=aXm@GVJo1D!6Rhyr$eC%lElBINRR!A$M?22h!Wphm24?^(fx0q zyL-Qhi@KD7$cN3r_G_vBHSt#kF~?ynH`@Uo^*e?_5V#ZDDc0dBG)y_H%E*P9Rr{m~ znZxgvzXPzB^)91N+ZvG%Bpj7Ax;U{N1u}Dg|Bac~w2A}VY0@;q^96{E;cBK#HPd5| zz0L6eDgrx^WmpF5@pP(S4i}Y0i)&mTbglo^a5=ak~EfATwTynbAqVCm~%%|uVK%w;*xD+uYovZ zY;Lj1_MSFs>w_4qt`kuA(4e=N@z{5u8@nX+z7_y-qN3ZFXZPzwKiqY0ihXq}7 zoC(dBjN=g}g%SQrL`P0WK$l7Q1SyBgC zRpoKJhu?a5bbM;NP+$C}b=9X{{2FBcLE5}dk48HG-c8no9LcShUukJ5CKJGDMT)pc z49-X6BXI_mp_{|};iIARkMe25#^f=9t>NwjCqo91u zPP-ekQasE7;0QMAL`N-!HJ%#a9i4GBGe6pARH%(QK?)7>RMq#w1W38?UTTJrvMn9O-m?ngE#?t zA$g@QS3A|4&3%06e0HvJLwH(>BtE%}o|rfY(6+~?7~L2jH$B@_=Zk>^ggTzZ^m@mz zcf39CgR+##WAvXz?JmS9fM0BIXAmz?Q`Py@L)TBY#aIF&;FRbh>SSh%yzskuJa#b= ztO~<$*UmC!&h5zPC)aV()E2Yv8PsYR{jX2Iqdz3NU(wFp3f2MTqL)Ro|rA?|{KognPqo zG$D9|svVI#Vsh!)3%tORR*l*Aenb=BX9uGe@ND_RkI_tz&N?h&j&G!t6_btucl_C& z|FpvZ3?TKh2K6i78cNU0uY&d|$CxWVkZ`h5P42f@RRo>SD>AdWw zN>CMN9ceH!X43g#7FVyTlN0J%^@Orsinl#bSh#u?et3EvEWHFUv>B1bAP2SZjf2p1 zB~KX|0&12=Q6u*CYc1D^Cp<+C_E~H-AtY9(^Gls-jkwXByV>bCl?e)chjVyrbCES?cw0+pr)|%wljyya`!oUR*= ztv7&P^i27(aETR6xrrG!sW9rVGNko0(M?M8`-)ot(D3#fR*)!{#H(0IDm{u8aEp;r z=3txzwdVpbBM8~Cwl3Z$KEMCO5F_lIDt=y{`Q!BKK*HOD z->pbu&6yvSWAAlELMbg0g1hqo9oU{s(|Xp(9X}hODG-O49Y2_&8^h|VM=>M!<1PmI zyn>>2jH`j)V;#Mk1|z`EH}Ft6VlC1lU%v;?Q>YBqJvb^`Ym)UY`^hrenpiOHTWWkr_GP`98cA~6bAI$WN>>u&mN{{JzZE7Kv%A~)m2XH#l)+3DLpt*`|~b9M9mL_;fC8v&2t3Z?SV|#$R21>B2AKK zehJyHoY)Yt&hWr;eQpix*n(`__lhtuLgkIZAV`Oear)hJcc%v*Q#o#w^58Fj zoef`~r;C}DmcPOle*@qK;X^d45Y>3T1WLvn{_{Cpc;2kX9kq#wHZ!wOALlVMjnWkx`|zedCCD(Zf-YBH zkoo$IzoY9m2s8e2q0VekBNMLSLgi|zTK)z%*Q03B$56eNLKY@d^?ACS+YVS$6o*7a zke8LkvG>q1gV%SsNp3P?i$naeYG?{lh1=5+b+4B6%bS8k!fYOq*Q>Y3xO+U2rUNE; zRZ#|E60A#tYMvp6c1Q*eau2+jyf%-Fk`83Jb!$bIb|qgkxq+Yhp3t{Ua{A6fPZjd9 zwbLNBX1HZCxZFah^%+*Ap}%7GoUI(XDnBXc)IzqYPKLrR6exidUo=L)EJ%Ar`AgVz zsL|I0L)Zb?e$IQQTd~;3QQ~_k>5f`+ zlG$R!RbB&6e$A@dH87;_?*F}>oh;Fcbm@$a#?>@tm=*OC9kR!lU!4V%C33*z5YYGyYt&BAblA|oUHdNeE4%NGUb zX9Xec-Yq)S?iKrfr_}4AgT3}OVvhY%TT7k~Bn+6mB2_hd=g3)Q$~}TayM>sy#vwwE zlSVKTUeXmp?gAN5{GeJ#SO?K<8i_h2vxXTSVXe*2M6V*Q*o6p)s}_0gu`?TpRlG&+ zy?mZ_$a+Q3gk6yf-)fM-Bc4qDcKV~16uLLr2?DoC`S$9OZ}6y}VKvPwzYP;v+2fck zJycynPe`#9?^+dWA2&gEhH})Ba}EqV$jp{q8j_2)$=<^vKTzQ+)M`jQw8MkyVk@n`{X3LDTP{g0z9gZ<35{d0h)5UQr~hDj*qmP>PePg=kPNe6Nc}@( zL&~xla+3g{3MXf`6EeykvQOw@|N1gqv*exJi@27a@%Rq)AO8|!*%LcHhVUaW- ziwr}3BXR0|KvM}mrg5sEmbq=Rhwl+YsgfsTIep%;S|7m1cjs!v40?LXRgspPO|7%c zQ10Q;aX0AIby1*2=dO_E%Vmk~1BY9=ptxH; zB0&8{9&qOdUV$=8i=xdHvOQ!HJU!&r?-@M`##`}!+gmZMdEJz^?bzv+elpX%fnZ)D zAh3q1Cuf5U2t#Zr)Bo>js%Xa3_Q%_HR)FGvnpcYsdd1{@M`%r>CAP1pIAPi!Se#Yi zA^*DPQmeNek+mYRd*j!jLUys zm>T+D!pNhAoz)O78`a{{QZ+2zx*B3Q#{X`Ak@}T)jFz|1=Fky38aqi4kEB0t4;(}r z`L{@q+AMI=!Q#YB%^>r~fbkMKUTl|_ve0_#nXpcy4iQIQoEay8=Pif&_&Zosjhi6Q zu5Q+{FdR_xXzkMp79WO&z;?c`hV=Do1nL4ITwlN8Nje9g_4T_jDS`a`GKkGMKBe;q zgt;4V<{DC~wxcml{Mm;gqkv(L9PHPX8tzr)sra)B7k)OiHW|6m&1hH2u(q1Xjho)dKP*F3}$-{>d~;K~djeP`jR;SOc>FGDHZ= zx7H-j)RC1y_0kp2I8Fu7A9RVQ$I{fm(4uBXs;lUHG9QEvOEipMIdJ@wF<_3s)Uo4vDJ?wn+;hW#fT4{Xmp zy2-U)&MZzm{68;V+d>EJ#QVcYB~lCw_mDTDhw(bylQ{pfq_O3-h}`pY-aEf;+;%l2 z9zBPiFqwifT>lNV-5SVoZ(I@mb*(QDf9t#4EP9_r_b&oZjM*Lj0hO%EiuzQdX%@OU&I9%9hX@cyEO){she3kJ9yxV#l8OsgAmLmXxUBgzgNUN zhQ}xYgSF}FB%YxZwWXP2iS>yfN8d{`I&}bBvx=u$Ja7T~Pa6Sc_w{@#uN8YIlQsWq z2`2OU+IPV0s-jfrz(4eE3e(O5{9Ru)uoByL)861Cp{)vYg)O^@jVUS!@YzY_U(+|# zjOMUXQhz;4dzcaJfUm=x#O`cNv<_Cz%L|4Dcty~9gGwz=@+mAP?2$6e8UCHpjfu)_ zW0sGE^F5{OT26qKt;VY@Yl(qAZe`!Btfy)ARW~?LhYL15adh9uSo)#*= zbtd-p(ypZ*_6CrOQiUp#hVY zU+3bv%Ynh&Z2;&|9aN#2i)E~07(D#6(c!`E9SsW)X~zooU?Bcx=o%-oGTHBm)1I+O zVv1>6sOY$_c(Bf4#g%11XPX?rlk=}rmFJ>)-f{-kLH|G04WxS2_1`swG@1Sj?Y}o+ zvW2B1Q?9X5L;hzzGn7&*%t?(P2)geh@P%Xh>d7NCiBvVauWSGQR~ z5Nx%ej|%0&^duaxW%V;w4@1V;^kO1Rq?h>GXT%t!W$4Qa?#Ll6nps7(I{ShPDjdfGY%|*Yo+va>`#$Q~ z(Nnrj6^H*?{&(6XUfe3#N7pvmv5}<(yj^C!#^L7lJ9M();z9=H>))%E-MVSt9ik(w z)KFcO*AQ+9{SE>~XVp?oR{Iat1PP}<(tiEQHOThk)9gWrva-fLNmic^8vExxfTqBz zlpI%S@jss>*p2dm(Y257`U{U!g&@3^p34dPoWOrZR%YndNa-jRdjH10xVMh5VaDso zu6>)GuR!IDwZGG!TklBC%$1nm(m}})2b2)NHNmmgwy0Lr7AzGtU&Z2NUc4-0 z{ZSHoZAe)qu{BPqegRJSL#!*#NLU<~U)M)OVZhAFq3PnCIp1u*uljHO5FujEC*D>w zBe6{(PBf*XADiAU*9v6;J+xo1aq>BBzCpK;{m0hshJgEShPk_)Q(`dEAFqFOs-+#%oN5Br!(=mGi|X>nQ&FEzi72O7oxZ^t|< zZh7K}U)78Pyc(||tG53H%6HH*`dpJczp8{KcikR3$)bJWJWT}@u3UKYiIZ5!UG%N zr=yqP=Q|~{T*=itFK5{)*&8ElYt?J=&K8-%FD=UDv*?$2A8$VX%>+q`HXCwqY}S_{ zz3h1j>aM2=4D)f^^(eX$4=FgJ%IN)w-UCK0I#?)6^wERnbx4xfJ$6k`2pyzTEOD7*9*s@iA#_|ru{jirUseet96e7afy zLFhk-I|SPN!D1-&|HFb$@ySauSuOM#dhmg@Qz!d&fr5q2j^uFBcipe-w^l{V2Gsq7 zk2*wL&`@1z1i$TYa-nhb_SfP|S!7IX+Y`@HjIYGW=XHK+SCm7w;yVlSab5QD$Ndm0 zwP|aSj)*ER^|31nr<0Ie#W75?7aRWR>-~OwgJN;}b>7WNU^AX+W|BeW=Yx$+rK4In z!_<+f>IHREX$E`L0(N%3NvBi^R$kiuC4Ty!bR6k!yZ*4Ys-dGg^o|ALlyocGONQ&1 zK0M+u%56A7t{swe9abJPK(mW#L>$a34P?$}Rlm={|7c9G7u(qPJb4qcD?x9;mXlmE zm{ob3TH%5#Xymrlw)Xy&lSj$IGCmTHu4DY3yI37fF45i!YSdBX$WE<*^r(C(gQJO}GEJK|am7=_P!c+S zbx7ZlyV-9NbyB#_vm_2f#?66N|3O`^4smRmm2up-&&QZ$lsfq#nHi^wBYS+`iVZEm z--dj>X~nVk^0N;26t*kbX2d$_EqQDBcCxJOhX)mS4!Y|6SbjN+&?6$!_QC%5$vmqd zL?$K1X9D zn+<<1YOH)l-ch4z4vN3ABk?B&!RC(d8m5>cM1q24g)@^@{L}sqKiiq9$kNr<;|(z6 zMi~AF-asM0A3lHapJ}43pZwrAdE&E9T%S1w_9{YHDsZdiU0=C~th&Vh5+oH&YLKRkHj)N}xo$>rHHYoh#cWzFHEcSE z3Cz?pHg8^`UT?ra+lVO2*tltxO2u!VUuaUPq@8m{mElDuj+AQ6ViH9npXx0FGHbn2 zQe0~XHMo^{P-EJMsatfuC*;+(!vv@m-m{*AY>^e!E@;?&f&PMXA`pYCD%r+Dvolq> zYQ^OA7eh=U7VkXI;+^K%d6#*XZa;@sVu&L&iaO$7H6SWz978SXGim-Dvo zUp(GCA6zFKkb6%6bR!C)J`-x>Fbm%OEvZ1x=yYlWYW(UUm40JJ5NOgjUq#Eaqy$_| zp$1MZlEH>U8dH@QiDPAcK4oq$#i_4TVni8?endvuxUqqCP4e7~l>F6eIoV48q9(CJ zcH&c{M;eNS zC#UY~)r=xa)z`Pli*DgETHqA7`VBw7NJ}SWySs6C9)q+)F>Y?ghoqc>>lWXORx@-a zVJL^G=mf6dn`x$9(XKl69kreIrG|rGXJVq&+#3_6Gb*R-{@S8)^e%K8by()$mA(JL%qg~$bk1Ip2D{vpcUA8-5m1= ztx~PzQyDoT5KWP*9vLO7Sgakfut&qOJQ44KajS*)rhT7_-Lw&*Rp+0;P2t7ryAQyu zMKnW~yKiD=K`q9VLQC4YUh!Sci9jNV#_3m!`ZT5Qty7|v;);52X1ngn0NIS8-L6kW zaMg$?>lJ=0!@QiO$OYv`s0v|dGwL3#?$6(7%GnmKW55rMp!lea8lm8cd&BqT{p zREvn~{zD`Vl6vgt)Pt%LPZ5e5x*a3trPJ1>X&)b%Qe92&d3F^A@3G1X&zDoa{IT!w z+A}}08>0sH7J_jTxYd!X5;f?4`zn~!duB|=(6_Q_ls=Gm8M(srygo<-ZiC_ySL~w0 zi|L3l6)kO;ISqNU%C@T)$n*7i66*7ejG$H-E*2z0C-l@IR;W3cak#vvMS$tIgH#p4 zQLX0G4oY!JP7B|=OMn<3{*!j9c>Cx7XYak^XUWPs|MzoFRdx8LoA1or$-@waoRKIZ zK@`QXB8aH0d2v_QMdfE)Gp=q@F<`{BhLu%B9TY`Ca)tqBm>llheD61QcU7J9{QfxA zxjKEn-+L$ZhgUQA+g*L?bai!|Pd(4)`8;T77Mg(8CM=9r@QL7ugdK`(jUaN`pPaKT zCEj#I&0*p~BgHgYNap%V!8^MFs3d{Z)N7qK3rL~yg1+XL8kylv>CR&|Q*6(6u9<^V z@@9@}I`T%h1Uzr#p?yTf1`-q-tN`06(T4Jyfw4E>wx^`K{ezoCY_?&m-` zc>Sk2dgqz#jXTGKMsqVKH*-9o@Yf%{0Uw16uWf=|FGx)x@-z-ip|y~_cx}R2ZbU{l zVpP>JjVr+~C~m=plvVFby`Ca!{Q@N0j2rZMN}LRHSo<3eLjZsvGE;f6bpcNS2QkP0gE*0Wo)rJ~Fz z@#z%5NsWsNr^tusf@(0B8+dP9lS5mRvrSYFY!WZ$J0>^I$<#N_^;${KBtu_FX2`Hk z44M`Wx;AKbZS03GbRyuBoK~FEvN>8+)cWE$`l0k6j>&Bt2+=%~YS2qX6t)0@T1fW_ z*@BSP4VekeDu+%a)xM^r06r32VtY!%OCU0mF-j!Cv&M~x9s%OD`)~?dId(<@03mp? zBYAC!W=ljySL|(P7h%xpx1X|;_=!7C@$nDdvW*$d@nFH6+|2QS!XJP9ll@POID^H2 zM3lB)DBXTkeYefQPVTBBkMoAy33)EzMs|krRKbkU z*_0vAOG<+U=t-}Y?O&13^D0_!q2UdEHXzQ9ftrUsF7(7w-z7D+c#P64dBwEAZjSMg z5y8cZuR^*{XzUfzf#Xp<PXkSq7hv@PIBkrh{6aX`wJSb=9}qDTxh)pY6~5$3NcIoF3}f?bZwJ z$A!kcT56653{I_W4V$@j@*d@A`_D+uSOKp=im?XXZ??%mgwUhPD%uJq-+gm81k$C< zev2WHH6zY82J6U!0M&?MBhS)u6FXx5&I{25a?>hWDu^hX&0*gb0Erb%i`1QH@V@D< z^+hoddrVO|uHN9qcY+(L;F~2WkXZYbtpl6*D)?4W%H2H#M4J*irH?u;I=q1d7sQQ3*aNlR8aDbX|i-=v^eIukVzKj_%ey3#yc_ zFzpD=2-oD{?H$Q-iZM!D$w`L@feogw3ND3nXAJxHZkANcE1DSsLp#(q<)eD^GeJy}Be}B+=0dWDANj z!MjG`5JouuO&@y5N4Kg)%y#AZtyrVhJ z@xa79ax=&M9A`8InW32$i=7xYwyId;h^)iw=un9&__PR- zd7xJ#;|J0d(_)sl#0n!s-x`C9!8H`qkWiU5w3QU*c?@~y3^wcpAnWRNOw(ht?uZ*l z65HhsX4is<9?0b zddCO&$f;um0nlI$H*nT!du^TJ_oJSEf|N?X__S8&NDSeEn=?DXnPpDBQHmav5gX{H zkj9VcFg@zkR%+R3Bn$>@owwwf9Sp4W4uj81%F^1{?iw@;xk)^{JW;a{lJ|5U#};MOZnjnk zP@Ln|Ak_#wM70R#6qg1AJ9UnnVC0uK`a_e>LSB!N(MO<|V<10~^PP_4K!=!hHx$@G zG^G@_Xhosy9%(9|`7Y0Ojt2zh5EmO%~mI&lBuuN_rPaUW+s=Ns;5zUqrvBGh^7e==2|Hce~&OW?4cJuyH|Wo@G(T2 z(6;dr7s|)`h^{qkUREg_4=F0G20l(v>K-@x7iN?99GW(%nKJ63M$p7!Ba3rEXA@N- z$bE;v^y!8OMt-&$1)rM&c|L~N4M0S2)+<*y?7Xnmh-s!4ouJMY2@x7>L7Xx{eL-pl=b-d27%E|9 zZ?~b6Vp{D@9Nnt0HW9ML>!bW?20xk-dT~XR9#=`BdRO=FJOVAW%Nhj@OuVL8FE~+J z2c+c{v)yET~GSU(zd%(&nnOf_VcfXZ z2ttVJG`i6YiE^S^9wO@Nad+@pqZvK>u*+_&4~;Qk%s9=Bf*Q73$<#Nl>VsIA_M$rK zeS^~y>5`FwYPM1_a8Hzs2*?Pn?8q zp;i%=k3sdIF6sbn@N?E)=m*;K%;gtIz8`=D2@i zPHyJ7Um?pfp8KP}2|$zrX~;%t1^lpFB%nwuDGYU>9)#0@s10-@4N9omnM4MJK!9>j zWq*q(?p~midQRT5xRwP2#umM&a)ZkR%?v}Uy*f-aRA#9&XdV&QC!4QDNm)5~drYt+ zQd%R?R@_cPSqE_^(CevFaHR76^b3sk)T(TyIhl8%{2uzh=a!64Eojh7WedUgW@2Sp z+3O{RXFl%tv%q-Q4z(kz7FZBxWiD2t-`&>D$sD%vm?vMkz{H%~%yGZL z>)!NMPB*st#E0H?$PU z(}*aUq>CAbjT9S=W)U(bP|*vQkD08<#38(Rp( zW}5*LMPX}v1W`nw8iO?<3pq$=N?>-QddUb{iN~5u0zCDLuHE^*9%4|~4O^z6F)uXc zXLl&+@NdxP5@w^rtVx2VrPCyI^wgwg}3!8zWAD!9WJyd;C)GPfkNGqZw8i z?=9(8L}g(cdWI30<)R|ShXYXdnmDZWI6qM0zFp*W{eF6NHQhZTE<`*!TAOyd55R#@ z!64W~xT1Q1n^sQ}8N*6krCy0R+B(Zx-k@H|k!;X*+G8W7x+kS^rfBI<1-~j7HG$kz zfh`TDa6+h{Ynw6_bCJCGio5^U2Ui1{%F+`*t24!0- z;H#s2XLg9#gml(6R~1#oP8soOlgeqgC38Fa#8T;+5KhAST4M)$n&W|tIk}nRKF6E? z{sa8)cf7x}I;HnHn-VJ4?6RyTs{NW5^?+xdO%+qAic{uy8D8;n*}su^h$=-h{RfYQwP%5u4p1 zHVQ~$&~}OWHg!4>2uPHcv}_oKS=vhI>>fXzw*pcRX{c$(Sl(OP=H4E<@Dm-8wm0U5 z#+=;Dai8N?|FMkNK$%d&db*~4L7RxL&R&*eF!*-8uWInJ*%k~gGuYDdn%STVGDD+I z5kc*6RYUlqLcbr}BgYKqx69Ki#YTBX}MKpTY*p_Rs zSXWMFX91yN4N0711Q2Dho)M=?Gc|opHl6DsYgLbTUxm40E0Evl_V$gUB={nZ?3C&deP&X3LA#%DFZpU z%$lCnSFl`am;;g=9puL_}ZWOeb&;pU~xDyAbtOaJP88K_Osav z6NydmtqIx-jkIen*N)iigxIJjuDH;|a)y++!Nq!lS3Er^i#LW6^+x|CuJA;MLpm_ih$pU_RZ2>KBef@ zm859D;7>#A03-d8d@Pu3_!z1{WgP}jigd*iueq^)HY4Y3!8mYLL)6?oUzbiQYPTXb znVY@!!K^!;wKKX1zB*YrTm}UWU$ipw`{sCXU`}r4xKHqsAAd9VtgrVF7(wag;|DK+ zoocD#Zzo0hcFEP%F2_tnB&-w-g-FAyI^j1cc#>K+S-e&42mG)M|Vsn4i%j z!c>Os^}Tp}UHgsXBD%ecCXpN`AX#`%NeEoT5m!Pb(r)+RGe%3BR*r+}^n@sF*)dTY zooE=CHG3`-ZL_@I_l)Wf)w@Y%VT`e1o8$mEHEcC(sEX;Cx66x*qDE8Rc;k}SI zBXm9P5F3D~33;n)_E-iT=)2?-Xf1=;QsR;n*w)1{$-2X)MK#)TNLP*f>Rc>jD-l$c z=xnxwNQ*+=e=3U-x^@?pQnL!51%>UjX4od7@&cyaIMnONG*uAS@9c+`r@P>%GsgoK zyKjp*#~fqu+F$Gzig;o@Aef6jl50C?3B6 z1fg@UGPw9}dl7X5&yT=;|a`ehY-B=|^ZEk(5Uh5dRP$WCjIC9euu z-OxA`vvnvzV@tXi;a6t$Ea;tB`O^X+lH-Bcl(vW{f1e@~O!`V;3PQCVh>UC;+Kb(| z(f66-w|?axcVVQ57TSX1-F{qX%p*5*Trm97pZyE>Ha4aXQHV+>QqWExv?D&&3w8|} zO^?4+Ap>dmJQ4~aE8z?uZ09s0nj_X1i>P9(BWnSgQ(YPq+ZLf)55_`paZrpXiS^ia zKPiRHR#F-X8v3lFBqpU+$;rLNh+?Hh=7cn}BvE%|3r4^~>V!?AJhG*po%Fd|3*IWWBog8lEvwg5up5ds2Df0?s7IKd_vcI9?R$@2 zbIDR~I;6F|s-cOie!F+o1fj7h+=pjfa@wWe+g+-}7&M8I)&x?e<2&9@wJ+fR{?2>& z*avRq*WU7NbN$Uj40Ccb#|6RL-**FVdEX~Oo_@qOL0i-F50ws4DSMYoz}5|NMsan} zo-X22L>n|yv@)Vh8?-LQbcv03p5=NP9CJILqunY|HJRPwhOmpkqLm+4I@97&xhx=@)Lf*1uw^gt`y{23p;w?C{vDKYJr!p=)6(L0H zJs)GUII>pA7Q2FC$-y)ksW0+Xi?1loLA2)kh|O4tu(dCyeylZ9Y55FU$W9~&14P4R z;%2)M8-hr8=8CF8Sc6)Fl$3=BE-lc^p>C$SF&GIGBEGlZa1USc^q=O)H3zBHE4=(0 zp3Vzi{MhY}`yj`>6nu_3ro>;o>l6I+TmPkdBQ|hTR>&yAb*xho)svDaBR00M$_ESr zTN+G<2iN$r1!06nM4j|$c6ys)wgs;uU7`cwzdGg)Q!&(&j7BybVKL;?D>>c^n`w-f z2=8)iBH zKe(fw$=Q}4WtlS?ks;fgkenH=yvi3XttCsc>4}@Z8&Mi)wmA*N6NpWZ4^BH`vmK}b zcA+{;B=m)%=qTQkH0>8DZ>131(42FIe6Z3bVV$va&)qj32jCY!ekY&)*zJ7Z8(y}< zPcp~-8FO+o$9cuC{MCDT^SeLPUlk#}Mc>^@s6MC`ft%rrnis__NZ*2D5ZF}mLF2Yy zv(ne&s1s4JE(nR+FSYE*Zr;6u*Zz5yZr%rDV6oD~c|$X^B-Rl}9u3JX#K2NDrIngu z0UkZ5!Ql!+KHItV7xLn{C|1O0|^n+L!rLFA{oVHn?dSszU)mXwv z3hE%wgeac=%C}uDNgD<&{x{vSe5_>69_>T#9oX2u4+HbgENMf@RujPDTXAmdje*ws=u1{!hiGk#0bmTKBzmI;vTB%2q6Xh|SP`64lE{$e9@`2ORV^Jc zvWX0mZC`()CPZvn`y;aDlFwxg8<$pCx}&+H-d3uLZElm;oNt&SB4mor?na=Qg=lU8 zNh~_ z4Ys(tSXG|;!JB#h`)=ZmuX{0n_2o|rvryCbSwx@`J1Vhbv6gXqwbmz!Rt4WGNY6Bp z8*j)~yOEmW!vkQ}x@6Z%O!LM%_L7WvDeEIS-UIh6jNHffJpE~W_cNbHtrGL0FWkkq zz3DIe=U~89g-Qx|aOlt%nBuSs-YXbLeGujf@UrJTn*aEU=d!X`x%qSVPBq6~bUV52E)<3ubc!)(EeX+@G)IyMAK9T(OaT*F zymO_(bWHx$ z3a%O|S%hG#KWO3yA)#bK7S9Ti{F+~ZB&jr z)Qts#GcJ$)gwNc?5B}Qq;cyIG{M(63(4%~u}cQ;)u+Xhs^w6@jn5>}h=aHDAJk zYPiF_cWaerzwK8$V~D`-eCgNmf+N=gaCCEx-}uZ2dCQF-3mf!i-5|8N7$kA+=^Ogi zPAf6o8~e`&)jSU;5Q=;_*+qqO(nX zp~4fMbR|(_dE}F?;O3i;2ag(Gq}gJFMiRV?q-d({6wTc1?!&WUM7m2vAdZ3_#{?2n zyaEJrNFE}K+xgW!_8C`m+2#AUKkqpn5SW|z&2e7QOs980?Rw31g|Z;{g#MmCo*^?f zRqa2Ud%bNOcy*WqyGv}s6hoS5C-5C{Zx|8q|INSe5Sw23nk6qwU-jVlz32M=-rQ*MBR}we_?2J(C;sB&H?em066@D4vwqD2 z*>VMMEqN5g0f%) zHsAfwz=OraZ%%IJIIsBl-60I_jnZ0%tTHaZt--Lbr`3W0X5cz6Qk3=j(8awC3CA~24Oz>Q-Bke>O0`WIT!*V?f`{MKQ1E$pgEOI6&Pn+9 zj$`K{FiANg^)4XfL0;J(MXsKmI%0IuLcg z@rp(ERxo=KsM=CzVg)|-={xz;fBraGUMR!8r?Td;MS1wBbec$;>{whq#wWXDg6HjU zRg?-;FIu8{@$z{{fOWBaV3FEFxhK>d4=&8pQgfU){P{nBoIFzUx{xmbCK#>dS>^NGq_uJ#>gw#(VGhm~v2o525Bc;DZX=x*2+qr{G_eFj z*5k}ttic^|uv0@Mu2c3MUh_j$RSR3Kj>cvZtXCGcQd)hbwp|NiRk;4>C%N_!7xR+K z9?4I9^dHF7^Rmky&Feq-Hs0`rFAZ;LrvrgURuAw4&v-VCJZHI5;fj?#{Kh9f#Gl>t zX|7(`%Uizu>$r4j1%UtXk8k5YJ^70`ys*gY{^@Oe|C67^lP7-^HiyDA$sF{WBlO>tFsnwptm# z|BoN$E!Tg9rCNp8z5Ll6Ij~HYd#*UNhd+47M|k@`e+Ga`9P!$(d^%tB*em($ZO3`a zqb}nQ-u@xp_MRL1#(v(DuHn1B=2={FaD|V3{%(HsH{Q->BPEYOBN%qXdWu8=zA{o8bj*GH)dh9h|34u*Yw1g8d5l!fJLu{|HOEH%}r$G9oQtyLg4ub!2p#*41FnuGBYnRA?KmQ=zy`1O~56)(KzVZ7&#+xZV~e;Zfr-OJB^ z@r$^0VTD^)&+;AD|G&=WS1hk^YHN#?N|i6Y;$eK<-~1_O8w~)Sc<~W#JaL+O67v<0 zdIX0T7x=ZWei=``@(6$Uu8;96fA>Bfd&Nb(@ikvoI(y^c?i1&D$474DtA70V_``R6 z6l)B>@qJ&%*FW#^{MhgP13&Paf5X8&i~Qs_znG_97Z&{g@%=C7TVM8ce)n%a$e;hy z$GQBXz5K|xzKDfd_c-laUf}S)C4S}KCuTxU8b?V$EAOCzv z^S$JY!Xo?Pr$3Uvf8XbZwgq_9m52H5AN>Xz&5WP<-FNW2fAayJ{rIc-xnFn%%>=G{ zT_+Fu9;U|9aZQOLr@y;>9d0ziLZ{gh8@ZDYe zh>Q3izw~x~^_TyF0|%G+{vY~sY?03V{vZBwUhv|_aLX5t^V2{6S0t5)Z}|@|;Bim6 zvUI*v!499{3b6-tC`S@E$@ zSu5_)gice(+$&ZD->&j$LLT)D*A@%+U@%zWt2wr^y&Bp)w^*Bx6sETOJBfszP2;c< zZE$gIm7CTN<46AFf+Mag$t~ETCxyXHl>%#4BHsN)592u>yk%@^D!0PBpK&dDRj|d_ zBH9%e7xePpt#f?h%-uX`|K+^wvd409Wj}v?=V$r{YajcD;pgA`ZXSR5BHnZ79Xx#h z0i5?(W4N@o%-x%-thKtjmA|?9^W1pq6z9?=Z@J;)cvUvDl)beY@4Wd|K7RCGF59!h z+dlhwj&E%8Gw*yC3$2K=n_FCd;A#Ml>{}W7YzlnQBd_3RU;Prk<|lu@qm_BV6R+jE zD-Pql=X<{LSpeL8^fZYvT(p0gFMiU)cuGNXKJ?i;FvjqA|Mpo_l}3*a=FHkAfBsLO z0N@ih-NPjZR=E7|9)@g_2XOrdKF?FGyPPk2?3G-7$$q>lr&mizBJdqw{Y)Zjxa8mp zKm5%vpk7V*+^xqD2P-QJeACxGgUA{__~|=2doHw`IDT^2=x1}Qd%UA&usvuNpXL4U zxrxTP7N7adT>#YT3HuH#a^m zqW};{vmTEnV~7?j2siA_a`V`HRN}#Glk?-`8Dr=f4LZ{QUHNIoYcTwdWk61p= zLYx)m$kK8Cy>js!|8Vc4xwv|kC+@qu5E8>i7IWk3VNRsOi!_AFsj#PzE|N}Tta3vN z0siExpUxM*?+ar;r*+DoeD%|D+H)D`87}xID~&wi?RS5gC+)wS=N^7I2P?~b z`04L{DZlqO9~`;uB?rS?Z@&8^zwig|1g|8kzN0a^Oy58T-KZ8k2huz5)}^v9Z|qH07xDN$Ig#%%PEM-!W=%=l)- z$z!Wre$~NUA9s%XALePPId&CqdG|;7e|LVNXihnqt=qEy5-S-IIZ;nb zgCLY%i8iR&78x-POOB-)d!BUQZXUT*t{YKgpw&VkBUXH8e8FSHg_M=RCm(YeZ+zX0 zQ6L{!baNYgmEZWf7xSq{Upn%bgdl`vPi>2TIC=w_cT{Y|=hyCqI3?~mzQzh-J$qIX z-ulW{@r{prJU{o|f8|d;{i&V-NA3z7*mWT~Eghp|T_cCP=`Y>|z?VP$Q9S!GR{?O>iF2K89(nnp&cC&8xa6We+cb#Ye*Q%#~yx+c5%dwAqBN>&uH%-q`$Cm)D5)sG}p|RA{rMby!pqzfmeO`Q}{pc z`~-h^{YN@P5F@k>RXO{pMO<|TvDug?OzY?x%W=eV98u4e^lT%@<#+jp|M;=h-5v13 z2t7}a3ye9rnPb=RqknNdKlN|#nfk1f4C1x^=ai6=(vmg9D9DE5YKn@YM)8s2D~i@Y zBf`SyfVv+bAX*fM*}qKGGdCw8gx9g_ z855=4zp}s;7w-k&9YxjDKYi%NP6d-GzMtMP{^;*Ng7?Z57w_ZSzv3Cx#d5`E`}vXY ze<`(E%>Vt{PZQXQm1_1)$ih>q@Sgo&KCGYSAo_E&2B%GbY)M_+cBJ5QeDH{S69zWIxv%%d(n#K&*D zhrf8=r}@5@J)0x@R%oU<|KtDuDpfAN}_);^CJc z!h7XS|M$JzaLX}%@;hF_;eAW2Z8mx1Ti(e(e(=W5alGo1eZ2N7pTUct@knmH=M=yF z*B{_LAHS9Bf91RQ55M@A+7-|(U*@yZuJiRFbV%{1pvum32&_qGqxOmm+2h)enI zuYDGeyy6gP=J?1bZ|7Iu{4bn3y^e_R!Y{s#*ZjL@aA5x;H{N`VIEr}ebw_BnGT!!& zpXAOHtGw>j&!v*YoIbb7&;Iwf^Yn*b%GbT}8CYw${nnHG#1H*Bul=s)^Sl>a2f&AJ zxPu@1mACQgmp+AWc;S<1WjTNQo*QUoIj{b*r*Lk)!GHUsf9AcP2xM1sPwiMnyqV)A zq`pimAF6cHvc{MbFi<49V?6em*YMxo^v%0C;)4fkYiq2mtZ?=3{|KgDo&1Iw;J2FG z`Yk`p>gp=X%NM5g#hl#Cv16oZ%D4W`U-5~P$7%Hnc-tl1&~1%SK=NR`7XIiTZ`28y zCraz$;q6ONPpKUmjDYM6&)D|`p0fWgF0QQdSNA@F&u<*zJFfUwuCARL+V-y2UT$j5 zE?ztwo#Qd}dpMe|@cVZ@o%MXNW9`=uEeOi=X@TBmoI+P8Gz`Uv$M=+&MrQ73De z(uST8vJQUJhJ03gXb)z!%Xq!<6m6t1n}W&u=U`f+eQTmdczqhgxuE$Bmo`;wQ%kDV zriXY?nV>V<2BK7ZdzuCeUbfpTpcA<&ULTl?-Eve4cCbc% z44j%y8Mz(fd}l=ahz)@Amb%#@A5-?OEd!Z>-ZJ{$f3`rJKr8&4l0)YcLWlMe$gpYe zXw3NK$GPl?*Z`;@7#8kkN=3DtqyR!^+6y4u+Fap$=IVO}jY$FATP-u>Rr9l4~0LY~1J z{GRB|tT(qF#kL?H(fNB2Mk3Tp$K%GipirK+A?8!|-ONib`W*YCjnXdDN0M^@+|k&_ zzG#!g^xs-rQ65!0%KJC3Wm-mdS$v9%lCI!!#cuJn;E#JnH?N5VM2m3~hg>p%9jz!zeyBL9o z*G}-s^&=zS<YWC%^3x%bwQ#O9X9LH^+GXYeO?KZDq$JonHo zSZg?*Ee&nE=_^dTD(|(MeZ;00SJh9KJ|7@lT01*-Y=g&&Ba)oRgN7NNH`XbOU;o%Kf!LKMfOG_UUQdGVcT6VY^xGCjDMrV(9 zWLCM*^22dAv#J`pch54ODn$KR!9mEBpHYC?v6OhNdlwR~B(xDuRhn->9Ty5yNQMjsda^!2vw#l>i-Nbv(JiPNn@j{|^kJ|qK*x-zUG1$D{e`XX^6^sMe zC0=vb=JvaB&${pPjgS88jWjmXc@xbCG3MlEj&0+Y-}zp&Oas&7Oe`)`xcG!V=h=9* zcPR;Z2Q`KB@R)d_5rK7wztqiq_C}Inin5c1N{V90eRq(T9R4&ArRDKC>@8Yq|tSouCanb_JUy6{TL`Yavv8Hv&#rCRAykX%DkJy^wC&{FKHdf_+UFfy4{DqbN8vfSnd5g%GQtw0LVA#{9lv_!mW&q&d2e8l8DUG-*a*ni39kXW`CEgx}9^ALA#?Zt}c%K90O zB@6L%TIvQhU`0GmAJcyJIR zo7*K$cq(qjTq7StrxNEoY(pd2pgvOS{DryH_0Aipm3ApZC|m681-X*JsnuwjgbH)Y zZ=6{&SZ#cJ5vhApvA1$zDv*WrTtn($`pw2Ch?w6^T6wV0d^n z%_{;)@+30XKdsVF*9OggY=Xm2&!V?)Ls|{6TkLoy1r6=Cpy}eaHQojTy|)^npp4&) zKsVjaB1C3<2NDo(f=fDi{BZ)J64~gbm)p9V^R%@vi98;LvYNWcQ2uCA=D<+g8a4ua z-EuJLH~RB(yoHb26&oY3t5z`BlIC5QmQakq-j5lKw~=K=yyum3!N$1D<`3%g1SUP> zeOwk4zoia%b8z{&l{AJNhJ=4jBdHSIr#sH&;Q!qWT$uzV(wW0ZIaBOkoiuC#cZ|PO ztm`W!>|wjBa)N*!tu`X*t9h-bLvsr>(_L-T%BN7~vTg5Z%uhK!Vw3K))IwkZQ@oBy z_FA!l1w#D}PNh0RRAkGQu$BJ*uk)XpvxD2I#yCz_(+sin;6^tFwzk#KN zX@n6$4=>fTT-N7a!OmPAXClcIr*pJ$vc}Hc{rx?2(^cnl@Ef@*-)V~Eo@%PH%@h)1 z0h!r=0B6q_K1E7o>-O-dLg)3Q%S-RAj!K6FTSrr$L||i(hLc{K2aCDSdMjlGwRfab zqbM3f(Pi8Bv|kgLGmd*NhV=TJ10<;m7|qWTtE1Go_ViAt!v)ABa^e>x4-7TVUL>Lp zKE`V(rN@su#F)XmKq2Y^9Z7Jx-(+CZ?Y1|o-uy&6mt;Y!D;u4jh(v`hCQsS4bNOk) z?ou8o_HqQxj@R@kI4#GTdoF)~40lGC1v`}cxQO`w!b?2Eo5g{AVhQ;S^x{2j`K~(K zumSZ}BTzLY>i2gk9uwk(oc!OCg!oJUj@pUsXMP9kV{+ffvSv$t5D`v)~nKOYQL2_F8M53K{QxIIQ!-wW* zUH7aJE8(}0?e()uy)zl&OWMVX>gkFT@_nM2ju~SCUH>iOmZ*t$DkL&SQu5F~Yo%q% z!m)#jl&FL>NwMT04zH*%n_XQqzld*(IiNg7Iqbq2s6D4d)z4(Si7TXcEn22JxQxU z_6da^cP4HC(m7U}AWnbC7KiX^Yo0@DW@(@L@F#ZCJKb_78#Q}L>V5$t3S{j;cVce$ zWvXp6lva~mi_Ro}rxsw45*IC9RZ68S-?jO}+Q4qE`1#kv`Gl&%!Pdc*bn66>W7G+(W z*u-!`Q)M{+l!sC0F-7g@R{Q!G-7@oUwS_N~EJ=K;XkB0AoK#CVstf5U{8*uUGD+ zLaV!s{9z5J^3a+NfU_EOF9+-|CtQw=A(s5y7^X9}mNruUt)A?oQr$#_Ij8_j5nug7 z2SxNIMn*^mp*4eu8?AZOu0G$LvCucj_NBl=f;EUJpHmD%hqz5cIK)`U4H7ZS4BwX9 zq8*_=z`@>F3BI<~ZTs8LNeGw%7n|RAcNLLvC?SzS8PmAd9ybd$n;%{HgBI3yZm;#I zK372m`|$Q2VCK`=883YQymztn9b7svbbO!sH^P`^tnQ8}!rsajZnA4j7jW>}Zm_`D zm*2M5Br)8of~IX08xxkTlYFaw{Bv!AOI<)Rj{8(s^&OX%-x3_P`!#1EdA7JjG#D#T z60FifRO4JBN$q&Y^t}{o#7qUGKq%I3vdebPMVnY5p3AtQ+x~+YH}`V8{1S!%?Z z>)x1dcZ$9uo@$~!1*t>`te`#vVes8-Qlor&-(DFq!j_N;dsO9h5cAi1ktauH2wMP% zn3!mVjr8w{o@*?g%mrLbNb{N8g98SCE_=@j?WYI(Pq&A2AjiG;(LV-08aR`zU!jV2 ze9oYnNe*oxu;9&<2xn8Iua+Ou=21sH5oZ-%5$mB4iKS7cMPG1$OVga}^BboGXk1}! z^msg6!V7R?P#t?3Ts~m^z7DJY4oa}n7Am0{=R~QM7e9}Z?IF)OV0il4A_x9}O_W$e zSfoovwn@BuUC7E>xV#ss&cVfIIX_DeZG9Q_&34!H(%4!1Lv3ddr zITGTlK*dOkKGOGLQCRb*h#0F&boY`v5F?px7H3AUKMtvWz%_@T!xk!a`e3s%@NMH8 zlr#Z`uiOdeyLwDci#kA?G!t6P0EYZAgKZQ?Q-f{d;xE{Wy?|Te0@(Bo>|DXoWA{G#chlsZgtr7Gs-{YK;-AQFvX%SJ_+`$>+7W)0n)n z3>K*jiW_sOiAu!qiCKB7lVOJ7@uzSzUy+W-a4+9p70w;@zq9P~@|g`VeBLlL+HdvP zBIEpr=fVkmCbr;{UBfPBY@vq4WPdz#%wA*afKZLOh5wooQ5h)?rZLh+LAn0`&hx6` zc`sx>gC8$MTNIcxbv-_*j{YvjV{#K6x2)AIvvP|5UE$+GU507OF$O9khkJVdH%2hH z;eZ5AdVu2Xpq=8TCPreXF6RM7Yy$-2_v$+5rtf2W(m`$XN&4_Ay zzJ&={(wSRn0d`N0kS-}-wsnJ4bXI3GM>^ZZ(FYrVY3h^*&}txlPd1OWk|9JaeA7YK z2{&phJnyF*LxL-_iva^(J(=7w-A44u?*tUFaN+|VElz%t2pQNEOJZiwM^N$q86=xM zm5iCIieI@|=zW9lWM0N?G_$Ozr@nuZ=-Rd*Z>hN&3 zTJgyC-}ia#SwDO^{4y>?l81fXyTx;uyQ0MqCT*8FJeYo9^T}!NH&y*602MQaSwzz# zy`1FmY57j?2j-A1aP;6C8aTt2pt58x8_dZb6l4)kzdZm!Ht6BzXcmE+D z{qzO*+*)y38DV`$c#*cH#bR#GqMli(WCKjq0mltESQ@m9b~!;V0a7N`VsC!!PBDHs zB;ApBTw6-^*4PT>5gdOih!aiR&jfE$?BVhB4%0ShP-Za;J=tWWVjSfGALk~`fM|4N z>+9W_OznC9=rgw7WsiHu%lB)7zB4){C1rZ=$p7O=rp)2Ay47ih@3F3~?)T;U=H>N; zdv8{jT}Om^*DkuUe{}nyS!|Bsz(R|1gsOv>^iXACy~~?jG?XUe$fR~*E|;bveRbZ!aC6jm zj*{Nhf!P&dRzEC|Mb zo>59VK+S&r_P`;gRz}4!u#&2$UiIqG)>rvFd~~)PeVC5yzTt{FF`AVNa>>hOvzU)ct-TsU!!=M7X)00lBvKuDt&BnbLByO)G>RZuT%&kjnP zqgE)XOUJDk5yVah!P-Gd`ms2&bCp!9uv5Vc1KP`APB&ek0s##pP_~cnhrgyxuJBjl z_aa9pXd^?IYYC97#_mS!M+QUt|Jtu>buKK~T7=DJ&cUx1us+bN^0&A{&}H;S1b1PN zkF@fL<8XT@p<9%dbU~YL?z#X}7Tw}SO}i)E5mpVYPBa<3?&zoXg`#hNv}@|=U3fW_Dh5SOenz*|X1}Qrf)P@Jqz*0Bu?vS}aghxvKfiaL2^^=%af^ zIXI5*Q;&>0aBg`1SyCDmEu%jE3z7mzLzX;Pt<7}Zq(=q{(g4f^$M-qHkRS{M@mMjO zKWY`sx76`A|gYKBN6l#=6+QcU9OK`Y6qo2z>_Wd^h;*o|pbq2}aZAxXJ=BR-in zQ(yn%mSsjY?;;pYD~qoXDO3G1VUCOD+K{PozH0_#>lUOT6M5WP0qZoN9WZsyVmbK^Yp=+(7czES1)X5*?|AmoI}`k z9G6Zzmnr0liDiIY!zZ6r$l(J14 z@~+LfTU5Q94g-*=26KnK0-N#cwVE*Fd+LX%rHIPUL;Awh;D$oY2(yv&ZZ&ujc-ZUR z*lQgrH^EgA*8FsfQ+7_up-khT*HpB-Fdl8bN@JxQ1?eNyHJNd2p15oHwuocUl>GcC z*-S;px{=To>;WFOZZU!smS+$6`R+ z&XXE2eU?yDJzGtgr!xUl@u|d#B}Ks zsS?x(zg>3&3Mc;-gG`{q02GuZ0ML$eA54n#nSyAt`p^S6fZDICn6^kM`?Foa^gGaI zRgMNY3Bhh~rjp;6`AHl|^$u>UhZ3tz!TXSz36Rn0$1#_dD}cbUB?tOy#}?Hi8!ZuN z(;G|dxs~$S&Ib2D*z-KGCp0V^WvB&0iZ zBC6I83rCXK*N~TEflbQHgg@|BghWLKMyRrHE#J_eHvjaxq?xmh zJP#_oFDhL7ZawTZIzcUM)ze!)fQ&uS- zC1s^K+n#ey__iJraXS<1Z=ZNL1D>N_744qfKFdIA9VD=Ic<8=#0Fw<>??QQU$}d$5 z?Yq>n6N)tRqbhctOK57N&&lM_y3-w!9rjZ7H#J-MNj3M`2Lo`?<0ecT2)Q&|;)SmNM3_H(KCsVE%%Z8t5;CmQ)e!*y{1Sb4qaH`domfQ4_$9#W|2iu}- zB$Q1X48cZ6V3&yWT9p#C3_!M+pez%1y}jcroMu@h=dcW;+=G{Yi%C``yXrAy8U zdMp+h#iwO4I4zNEp+vG$K@@UPY7!e0gghti-&?j3D2m})v>KCAzi#dw4#!-$G03{& zoKM@pB|+r{{=1X=@Qcp>!oIfI8e1pvaH>NTAtcx35Czp!*MXUafqSA9USC#YsMENL z%X`7vpVU1W!?bG3!`;`rC#!)gP42X;&N6IHq-tY}#DMJaG|t>hqSWMxBo>{_ z?1MEEUvk8Tzan(0n_W^)zNptk2Y);iQ$pM7s`1us4l{l+TaRdMvbgjdw6E zq#m8Lz1qxGjwgNV@WdEmIWV5DB1klFh&WwROBHMb7bwAr6ziY3144tX$}Q(u>o`05 z$j}k1H{!ORLUajkx&*aiL%fv-LtrYFrA1pTg!d)}J54=! zycuD5p~Ym1QygNuA*rrS_l8cXrI=ZbQ-JU~%|H)tjN?Fa6NU|WjIL zpJAq!^(ky0eZB0CcB3C&v0bNw{rOn8T~H{*qkLO8vQvrGk-S@p#Xo+%dxaLadx_8h zO#}iv=L8$!X8$eC<>=rHm1+6WAoG!C36)C5y``?gDBDOo_a!1ZMLUajYtHC76*5u5 z4P*0zM{Z z%!7u}DCF?@iwSBX^pLM&w~AS&ol8Q}Qjs}$$ULiZ*YonYDAw4eLLGdEN$HdepSvjjYE== z*k5>eh3jCi~`ZO5lQ70Ftb(Qc9Q*u@|GgtA4gdMn#_2X!1gzR7FW-!sE zbiUUwM_d^8KPd=rr*yAO7*MVejb6IY(KP2wcDeKy%23uapb|WB4+tBFmOy~mgeKSV z%33kh3hqoPHtew;4sW{cX;(LQCA<@{VsZb;tF}P>3ec^uqh6HW1d1D_gi(xe&Mv$! zj0;9(2dLT{PvHcBM{9S&>D=&CuHQG+a7=xa_to13Fw>b&nebM51)2g$QAYYaf>K-8 z*SnxZIe`Gj(>1+|HO`+602uP?r_?j08Z(dRO+zt3qmY$?rQP70$mXF(#2=NS^_RDd zfD7w+UTvX9Jb*vLZ}?Iibx*Q>1I$MRl?pi_8?O=O8aeqWqTsLIo*aHP##NgXIa3IK z7|Ef0I)YMx0god0CKhBzoX-pGyl$LE&rv}aal_YSV?B$1@q;rcJ>ff1TOoOy=OKI2 zNY-RbJQPBaHpxulOcu&3m8A>kp?hGZ$b-3Ygxuw;s;L#(=ZJ!yuss?@Rw2#3u@yzx zA$UiL%H~|Q$J=1v_`O{5s=)QY9C-%ARtEaPu1QMJH6+r!8s^Z^)68#cPFm8~G*WKB|C`RxHcF5TcpjABBzz=@3LFZwQoY4c z@RnhvoT!^$oiMi*IckKGq|I~crO!v~(N|<1@jqNHY(zH|ASNoe<0_)z0w>H*T3FDw zLF0rn_jjXUPZUmV36+P{?Y|CDayR^!k2|E6}XImmMtb77s7;J%Z`*i zxTD6w7N&y-z+#;FU{>Q2;aGC0H%KWPE|KE5t=G=G5Xp7vzseJKv0v`rn<2Xpb+=kUnZPczwdo z;J$R_LTof-nN1P9U7N(Jl36*xrIST;a-sRfwLt(eFY0Jlk4fDbcdy zKF!E=EaH3RbM_j}OtCzg3OHQZq7~s^Rs7%4eFlW_d1GajPL6F}R8$a4^|M3OD~6ghNHnhkjAcC?vC0A1q8uW0 zXKL+}S77>;144Gv#nEL1NVux(S!+t+Jf4bdIFu&$MgtX!maOdhbnuKZrZed@)0e|& zoFRfZ5DlwVH$d=Ka_knY)W>Z>k*kp};G$`3)()c~9j}-k{r6}MGEVeWw7Eba(4MEA zXOBqo#MKG;wkGHUS?}_t&sv)e=tvRa|#VG0|oJI$eYfK!DQ zQjjGwJxCP5B#YUzLzQd>oz{ky%N<(>8FvbXM#GzwWt!Nu2WS0xsLv(KwpQf=0-S18 zP3h!TCW)~T9liy5#7AV%QTSrN_+XD5)T<|KcK1wG;B)GeS*be}Hh59Q~Tq$Rz@8U>I0x zga(E*rP$;--@!pvi-0LK$Hge0JeH>CXuQiGW4BwU&;sJ8ICtDU_4x~hZFnf9w}wJ+ zs%taUW%x+{UC}l;n(TE*lmnRMg$ZVzg#cQjT2o9mSZvgAnVI{BYIPT;HfjqwQ0Noy zS}N)8s7KDLnpgKNYb~UVuCP0_ipm!LVw5r!n%L4>2jDPK7xsfn=2xjl6zI`rN8a6#>Y6UxqTtIe_2b)t(6rBj@Ucb( z$9h&x^t$?l#M{Q$>C+xCkI7LF5O0?1hASk?$=;2G3Me-TJ~pHhy{Z^018R?UWjXb2 z4yVY0uke_{SfpKuZ~Rub#4CubD0v#nks_AyS0_scU>%}enL*|tin;u84VerQPX-E` zfGScGMjQZp8+nDfMxb~li8-8wu5p3lxFfVR{ln6X-xnHq#AZxFcG|4#AXI|twb6L( zLn%GIZRv&+LN2Ir;oipG=h`3QGW1bQX%}Bs7sBNArgNo(q5#%9Ep6O4-TsXq7Cqwp zLkChtclV)b2^E!Z73j;kT39D^s>38LK7;4gU_Kp=RMep|Hw(O7Zn(h4`F*RW*%wul z(&3Z|iZ)+chCOcKj;_IqR@y)kLUaNs6Sc*I$DZ1%`XVR*MjnqWD^PU?v*a~t`TTqs z#AN(AT+-oW!|+7HcvMB?cSFTWQ@BH9JiW%GxE}pUj@8xJrE`M8?S`gjX)H)aydO5P zDvzub6n}qRK)#-nxNs>kRgHf!RmnEskF=2O-;Bb+nLN-9M`8=B(cohbB zZbKSGHe{=jU||j{iYni|m3Va`B15qeXBxc&y)NNxYGs;4S^kIB`JB(v{81b8>RI$2 zx)!xcnI^nd;Bp6z#n7+Az{08yY=W(hXjD4|rrN8#qG!LF#f8Pl_~i_r00nz|qO^2A zsUV6odj}K49G*YwZQi~RDTay4sUOFp_R^6hgMrO{7JRne^A$-*eWxnKV=aU2#DVUC zIfBBaONZ-6NRo&`_XzM*wVM!n!8QtkeC<=XE37(wO%rJD2v{PeXh_ySRR`l3;n$B@ ztL~7=+4>RRSJW>YX2S@lC5lb)|G70F@1@^mV?9jI$EDkn=p<#2d@x}8mHj68rgU4v zgE8Q^_L~EF?_*QuxU$$dM%}!K(Zl72h4}{L89`M-I$Iy2$v6z2Pwz*r{_fM~HhVBY zmJol%>zG4a2^7&K?^lozP(+yD5ZSCRSb1C4~K`t}-)bt<9U~Y8lRh zw9wesz7z8Am07%opWRias>_Wq=9z4E`aqFfiofB}%`3zyM-$2dB`>&OMjh(1_eA3? zw#g<)MLH$lzt*%}J8ehGpYIKWp?7CjY{ACxgq6xSsyCcHx8vIYMEa58%kI73$bX#~ z5l|{4v6OIfkmCB>WBYyDH2@tHK-}1qUEn!V!YMNu91&F~d!N7T856bqqkIHB(&y14 zMalOxNjLB@aH>+S+hx7QQjU9<*7@zknnF&&v1ze2;(z;G$bAdBXD1B?>sb%Hb1=0~ z7MxPY3HyHh#?%V)+_{-csLdNU{O!5X? z8?dlqc4TW6U)8p(Yn|V|8FJR?afv;(_gq|Qy-y4|7lixz6WHV;Es@Rv6^^;0M!(IG z^ZB$G#RlWpJQriIZe)4pdcDGzlV5Cw=UL(lMdVDiCorV=TG&XC6Rs7pLUN!}Wrl-x z>z*E17Fykq{uWo6t=WIozlPJ?9@uJg5|jXMm9Dt(EuJ3!@Rm6%R_2XX0-twtFiO_9$W@W9EoEc@lvVBZ$H|EGkODKJ$)l_gug|^&hhrX@%G5zjalopAI5d~KuFdf zJM+1~_ZD~bL5K5bceT^Y*O#T|#V7Fi)QV9HBS#Gc@N=zdWCLhgeq8auk>A1en0w_x z(dRwPFI9d+QJETjulPPK%XQ&ay98r~nkrCq)-Ly>1D#U)PfS6(z%W^(ZVd$&TAX!# z9i9!($$XTi4&^suDl&GE=c*KKXWnwgvX(Cx-+TXhdC{3qx0x`{`6ETYSXB5x`BF?3 zJ;tmv|Gq?|xEz4Zn^Y#rQ2xCa8}UHBMP6M)!zShcavD}Kp@n-%YyYQh-|CANl$GO%gwohfIsN7zd7N}Heaz~~ z64?20j7>Xa3hjOV+u?P5@ve zL|#0*rmY!HM|fpzZ;^Ap3x_|3yBrU3ok83;7ccv*(RO3zc5Vxjbif6`h8`@+)3LGB zdw}8_**;dUQx?Gvr2R3PysEEw4woBRn&`?xTu5SOdZkfutj&hqb1HJ5>gtltsJx!eU-)2`<}Mj3GDft zVjONKl7YUxuIQ^#*izIP2W*YtdXMG%RW|rMqT$2^vNa))E}&LQnHZ;G;^wfOD1pvV zjnoTGu-M6b+r0Ai@7m+y+yCbz+AD~qosiy}T}t9wy+Mo8(22 zSA^0cffqJL6&;Dbmi_9&vw%O>H#DX(EJ$^09lEJsNK5b>NUi+o_7mlFG%7+N=^?{| z?dQSrz3+O1eU#)h3ApUl%@{lIxaA9Rmp=ZGZCw`$P#y9D8>_m-hP z+iX%?_TwVWF-n8-vUr2F6*LSNy6y%ubB4!NHSo*YuiCOK9#w(AJ? z(SZVVdp&O7ou78yrU?vuRAM|YZmmn%QXO6uJzUM_c@USbJi&f?F%Y~rYPUazI`h7> zA?|5@e(ZF82K9gc0DfP2>1V=!eBBZ`xRMTAUvF;C8|1Fh%bX@^k7=ytj?ZrowwR3P zW8RoQ4=_H`Zdr(SqDT+fmOW7>10}z>G@_s1O3^{zogq_MCh1bw;mc0qr=FJ&k=)of z;7E~ftlY392=b`(@4e1JVspL8v06RKN+dXRm1#1qi-9hvVG0|SXs9&Z27$z)y2ydh zDjt_E6EK+PfG)h!t$lO-xbPKdDdL*C{yp$dhL~n@@MXn+*jO?7gol6Fnl*TSNM7!P zBK}qsBBi;aCQJyC71Ft7p<5Rt=uzlOWF@#rnw~|q0?()|h;V|AE=Cin))}{vfA%bx zBwkzBp-ARTugA&uL>ILc9vU%4 zdRAH%{oQ{?UW*m{2Tm|p4hAwnw2h+^%v3QqDYn}0p+3an;!bPGVgPV~7+w%0LK-qNVWny3D=Bk( zF>~o-^fd^=_@7+0^*Z3sn-T=5L@Ucg6CQsU(rvoTw1XlYDHZBnfW0ozG)smV3k_Zr z6f+lyDx)lvZ0&%fnu0U`W7U?MLOgZ$tA}hILPCsR_)2uQZa30sWoPJYf6AH`9}2Y4 zR{~&@YvLWiD9liIT+WC7WP*$kWt4EN{omi9zTI!xDf;#n5@%&|qmfg0JV{k$3A z$y*cw7gks4vW|P*cK&y30f(2>hRylijt0*gV4f5?GKs@aR_+y{eXSwEU|RYf3L%kE zp<}JdOxg`?Neq1}hi4VU;J!2_qfs{D{*qiBTO!(63)B9i>CmpvRkaXhZ8rP|GKsc# zWApaoGrx~}Fz6@+e^LT2Z}g*^m#d}xr&kviq*STXGUbU8dHwMSXyoig9Dc_)sMbwi zleb@cb+GEls`185jzZLX)lltJefDsPqrWVlg3!)5)1eT~7%-`iUZ4xbh3a}x&%zle zZ}gDY`}d);t|2nM4N~P0*XwH8s-Q_Z?^eU@1-{m8kr_Ht@O6V3Eey9W;PB)w;3Cpa zvi-ZY>_3X!k!_>Rpsmv=SP{f_gxUJg4J|~ zn3wnmFPl$sAoZ~vE{ijW&Qa*riU*(5_6=AO=1N^2%l5cEqbqdZ9M=9^_Q7DjliNKSf4O+`ew|VVdt=uKFjX6 z;z~@`Jqz-+l>k^QSzzZ^MHE~&TOCAUF20^Z5QC}%x{nG;`)5$!I zi-`N*GtiIo`8SW#QFMDgmobpKR8=MWt_H7Vu&Wl64AYxTrOHB>@fZh;DpI-X$C>76 zs!zF323h0+IqNx8BGLzwS&3CE5vBIx#_yc*;iHS4mCsiskdcoYuqUSc2iKqO4{rXeSACFed;hZ{-p^NpfxJ&6$LxqBtMY`mQcpK0n-b?!ok#SdSM+d=A%*p)>h8(wTJ)KvP`Su}BR zUc=AWXDb)-OESpmR7+P~<9)1rxFwKS1F8(7cSWRHIltoa%RzIqf0YKZKyf#mE!3j9 zd=j}6;lnnZe2axCnlvc!tUG;#(8cPtp9k|&+j7M0U2trF4DXCvmvWT(j23Z@eCc$s zaEcod=YMb!RlBx(-?%AsonJWaa?SW%W{#6T5U{VlJ@=a^Ej&WLj7X;O_3-aiysaJEU7x^rF#@xZf18LVjc*^qb@4ap7Lku!gs z+INMP3G5mE3qT_Ne*ki5=99LxBZ@=dmpyy?9=t&RfBDBwB)VMCe}o3h-sRS(ro36q z>LzL6Q{WI9JN4$>Q-p4?@VYRJGjg zi90Atc{=UZ>_OWW4X=JxLJTp^HU{&9MDC>$;+(Sa&R7AX@D)zPtf}xxv8q<;!O|_` z;fkSg$}KEIN5_V5>$Kt1FxTCUbYdrhcG70V>>$_TvThB`DX6ywK?-tHvElG&ig;jl zvQHxLeIlito>k0@35xc#p3~mc<`QMUKx_bQZIkZp1oTEmy%jf>RHaLy=y}Tcr{zF|QUjS<8vrgGXn6 zXV@?~j3=EhAb477A6g54^7>pqZm&zv(`vo_+@n%r%<_ymD4&Zcgd$2L0i952&je%e zfYX1f=q+{|5*qwH7 zw_;*kG)rh=pf&Ff_tvB*1Y;&sp2t{hHCF4Wd}_A{JC^L54T-#=O(vIYGIN)+rApN9 z=uYn*7*7|3huVE?M=P{gCHA5M8>qrAB!D{?(fX!R+;0{cC!CXezSAttc!mlMY_o6z z2I_evThIX6SJTP(mgFyU;`l`gK3C3pkJ{tb-vbDOJ?ifM<8RISfm^RwE*M5dksi=o zcT$eRRDfJ@Ynjf`Zwd9t_2~TUSp*M&B5uEL}^L(|amVS<|-plxg`(nL|iw ztww5x!$&+9G&^NY+TS|$R#xvKUN5!bX}MGY$ojmDL`Uj)~?DWvz(A} zEb!J4i&0AzX@_W42ZPMOvCv+$#&7fwe>pdl5U#&)7Il|ELil1?k*g}$ie=o;-&pKw z+{E|e6|@v&F=UqorPa0Wi5zSTI$_f_7-LJ+%-u)EE2m_oTtKGK6OdeJGf<1lMR+YO zw81m{Cf$a)Pw`$fX6z-i-uMTj*?44`E;3Qt9>?bq&*ADEe^ zH#?s6V|1uxfC(7`r6hKjEh!0YAu7f^e}VZWKV$m60ciL_fWD9d+!AGt z`yS++kM%M!E*3dExpFjYF6;XmD_P}_w_K0X@*YPbRZ|_VfclKxk&=29#Y;C?oBVL4 z_OS~gt0_+sb`T1CzMFxx9bR$OzYTiB~SB6Kk0$mO6q&kvUAhaL*!-ZnuT(fcz)}kAMF|9 zZ?|(24Jg&l8y~1p<6dez!;Rl1n?t>hX{_lxpzn^8*JP)qCRgPQw}hjr{<KoP_%Mfa!NYf@kwR&Wtj=qfki44}!Bao0~7J4MV-F=Vh255=>qX+B;8QS1VuHLdrz6YH&7YoppF6L5J^>F;AcN20P3zwivi|pI z1nEEP)Bxyit4Jg~_WtyylZ^HM#g((?2IKCwTbrr4%exikB-*PMw6ZBGj$EF=w zXcG)3rTNH;lb3QGRt%8?n?e={KtVUDUN+e3p#!AgYRAJ_Cws9mC<#TPlTka)pesg0 zlS-g>VP<3Apn#UZY(h^5&}2r7BmdxuT!a%D{5oQeHW_g99b1AKr$*@}S*?%JFd4U) z2hFEZcYcytiVhNJl733Y?E6NktZ2F}HX(sG{~N@k6TwgEBx&u=A5IwGG$?=*MHqrw z6%GbwZKE{qu@!CTG%BBTM^zLQI4`9&X+}&!ob!LzCa6G>Fi<&$Eyj-_MD24_iA)L*TZ*XBokAh@x%Mlr0gl7oO#iNg;zf~9#Y?0BV59JMV*=s<7BVfFguL& zp&Yw-G6J4aT#7~H5H`d$K@SBjE$r{4oyacJ_sKvrZdJ@vORWJ~zba|983%7PDcBu% zga$(?QW#s#!J_3NMZ#~!Lx(-#gYAMAqNWx#ZZeLpu%#yHlJT#ro%EypyZ5%>EnZks_#`$S_yi9&Ap0Dj$QXPUSd%>jV z?t2Y=T$(84UDUNqc%*5~5{~IVu;8(ITicocn!VTaZ_lxwCVVg5{e9m3dhzqE(xcM& zmZE^u{mp2>u7a^G!!j@mOPfmdfq$v+NX1^D;vs!{I|tSnU}O}AE!0gWrIebMWxOCX z{pi*5EFWx!R6V)NT@%80=^nTtei~@WsJ0IrLzicnb;%;rhPG*5z{Ms;6e}k#*09l# zWC*xO3;{85IKz2r3b!+q zGxj+alfU_|J4^IsF2E6N$7%(I8SeFz-f^>nO>NakVrsoqn4^-kwx?8 za{-mf5U34WJz;_onXzdJQ|ihSzY*$(bu_|86T7l@`tv;^hLR#Cr&*L;_Wni%M{Y6Ps zkIr9C)ahV1wUD0 z4?JKr_)hu4{7V5;y6|3HJxBYl0KPE)n!PRi%2r9;Ge48QvFnkSdnPC~Xa-Wl{Nhxb z6fDT{8)vxHGd;hRNB^gR9-hGSISB93r#EV448~8|*mKx&j1nc1 zdE%*V=^i-BK{3%1M@c3+M$M~sN49>*SoxyvHr2lxYpP=8;qqbhjbKKGAW8vrK~*k8 z@J2)pL1^&Vh>$OOrrY=Q(TX?g@!UZuaBtZ~x9vc9jv4nw@fR)0FzTk3v*qw$zV;5RS!j=aOsrqs zbDL?ad1yo>lyl1s z^vi;eEWx+z2tugCW8-caDN!NOrY%3f zJX=19$Gbp&eMmKdwFt5MEZ>xz*>+H>A)t~g`)Y9j21Vq-Lnqv)?YhDaD}vt+P1{;yZSQf>0(`KtRekcN z{L`GI@F!oa$_Vx7sB>NJLX3DSas?g0rOGgqJ2K%FGx3TQS{9Hy;l+ef)*ST#SrOS^ z{rm5p;Nio?vntKu*)h*P;udsRe~DZXMyVHk0+DpFA=Fnry(6c&n)VW=5y3hAZ0>t< zhu;bQy;7WIht+uxk&S1V^|AO*U9saZO-Ch)RB(CL8!SQlOEjH{CX96?tWjA-m%&}7 z%¬{gx@e7!G^1uJ4VTx+#-pgrrlbDY@+MjeT4Np4xa^OYn~Hc&M;F-9R_#@mZ=I zb)4~tZ@Z9-@*+-d>qObvu~_%?ayZzM972Nm$e1tI@&GMS7U|c5uE75U3wPZNE_);eCIhwY`8@R%3}az~ z|7G*LcE9UgcO@**bM?HzMGxehX?TPx!I^Hdm$vqbm=9cwgxSJ5W*d<<$%a?CEhAYA z-;Q(1ZAYGX^D~mz!OP^bZck4*!q0Aq zg}FU?1F(+>>W#!hCST9s8F(XYPb7*hb<{{x(R*faND`7QTvXZ=lwy-G#S%O0B1{bT zzOuM2NZ}!8LhW`dR`<19puDm6Wl!DHnfXOeZJEPon42p{=Y1OkF~{xx9_|r()Dks% zbMa=8_-cpb*dygUF>RNr`k<7$l!T{11!r<(mfO)m;iBd|W2v;Haz*G}l$!KI$%em4 z#ZaZecQsLDizZr2?67%9v^elI9o0m~6rJ<9*&n^}qhr`pNyyi#bcKU4$trC+l5y&c zrz!kEzoo)A-+bvw){ekk#aZwlrq~kx=<9ard(eS0zfJi6%DL4$nInPQS7@-B!eH z`sH2t$HIpFTj{%vP2+o3v`|DZ2Js{$-s4qkDtuaTC*}lTuaPztA?NO#76&IsVLC+Y zo)qW?5r)GIhw)4ja$^*0BIP}B;qK_P*aTV-O>X+;#*(&^Y+wnAZ7=;`oZ0Dh;M6)f3yFN9ANU%B5(qCFmVr6<66l zu~F$EPf?);AKBwgSvZ=FkK6z4lYov}r$K@}7meQ>tgjxn2gC zDanlrp`?2oeWBVNQ0^;io!gqc(L){QgN)3{%^VL_{Lv4-l3VUM&Bu-%6@OQS^3XL72IY_>s(ZtDbReIKRd_xh2AS_i!_`R4+N7J z6-~3;kqN_{(tB`0mZ)}Q<9zt0#KW$|iW0Bp9QxoE%f~b7$5Lu%GRRzi>HG|+objPy zWkE`Ih1iUX_!O_HQx@({rzSRy0}&gSj#ejYk&B#7Uo$WU_r2&?fM5E#x829HxPN1} z#l+{s6mS~MBR6wgP<;02iT(&pQI4z#vQhGew&|Qg)kdUQn~{K6!J|YJ7R5G*gtb*% zfTjD;h>&(_6gRjQtO~A8cE&*{hz0$(1EvVG_X&AHPsP~H7^u+PYEikk*>ChWO{x2+ zd5n8m+ufc=z|R&0@o|5ZPrs1(0udY$)G8*^u_koefmRGA_4vZww|XLD&u#r>O;N)W zHB!?Qsjg{4hS6Fjk8=jS$n?xfT+ixC@XR&KW8Y z4J<76C@zL5-qe171+*5TIa(>If7<-VOD8gJdr8YA6q=m=6N=m@HbZH)-5Omk-1%(dS~Yk|OX2%wJ0lzMQCGLEg}cxB5ED;=Ac1I|hjMXE z4B{YObwk9a7s^FGY%03x#IDC~m;j)el}C1ybj5q8*oAZM*FX{R_T^s11OV(9>#U zD~DqHvQp~dwhw~lMFi*6n9zxWoU5RBETDHUjNGj#RL(&C1XNBccC&czxRs&AtgjSC zi~d+W`*UC$fyl&b5N|-#0Gmzr!@1Dtv~9?Ck>Ge`@s5;f&84enawMBlmEFb|cj8e{ z4bhiri47Fz{wPh4S9~O_KC;f{bI{D3%Z++#P?(1pX zKe63X?@5mfj5)cP{YAnhlBG(>yAA)Y_a!~TP)tvq;fKwDRm{8vT#>Q z?aXXsrFt^OPir3?COs3{!r^H=iKZ9~lWO>mr<{ndTC%z&t4H|QphkA*TfV=9ZVDXz z+%bOPXa4%Wp2i&K33GBY#|1^HE+hdTd%W>z5+W*+hSXHtZd0I;Zh1V~AtNnyr3*(z zEzTDmyE6eN9rEPbKJmR5+DXkd#}J$7E=%=zg}5<2v4JAWG~!}EXl@ucg=n1T%nWN_ zyDU6jQ;hF<>kh627nUspni92Y;?yqJj=HcU|uU(1M*g!z}v z(kI|j#rBAmZBxmYMtr6jh)J{#$!0Nup&idQRv4xDPKssgLTGaoW$z7J#3eErqp);O zPVHpQ#^n{#72An`NUl^)=PcckA~J;rX$-1obGBkZD^pxTMTX1jO5joa4%#t@gsLWu z0JGO!%x10^^-@R=>YNjqt;7{CD^DH13~x5PZ#Zax=#T!<#<(VWlB|z$CpHffpPNd=SAEkn`0m%e=)RuG{TJs$06b4i&GBGH z7EQS*nV$bvJv7FJKLCYjW8lJGyv4fEPHL1mQ)7jOV0$zUO`C-u+lZ(woQij&`?(e*e7oY~DTqzj&-RAz z8$#|I?F9f8%U6H%v-r;M`O^Dn0&`qw%*o9h7Y?&H^EM1@3dVK?#gRAU_@Pz^l8?V* z6<_47%C-@~Rl&Bpq5Q}gav8YTdmt0cdhp`0Qofk=>Nvb9=GI$6-aCa!>yedya^r@@ z#+|v1D+SkJ78sw?iFfw1WTq6w3658m?%p}Mah08?q}mW5-gM;4 zqrU*JijPbYMch5ICwcI}*)Fk>%(Hk$i)3^1v9Q}{l6ilC#)hx_#xLSOeBX=j>#00o za6SaUb3ySO4_Y*v&BeG%Q*XKS2mH8BW#Y8B3Cv-7s8grVaW6$3sB zO(jDb!xG(T$rFcLQsR?Bb*+E$d9B@jd^9vB^!MB@1}+FD9kb67q{L*9oYCO+Jk7#7 z1GyPRY}&9YNE2LjcL+}P#LkHguq!F4UL~L#J@p^ISm=&bS8kN=)h< zXMD4}0Q*n@G->UO&jn)OYUQtM9DHzkhlx^4d@n>>!xwhDrNRGWOognpK%z08Hsgqd z4|nFh8`y@DFEYGH+7Kb?i|Qyun?<_rJg6l?)MoOy24EKmj-o8yu{-2OwqdF_c07g3 zYEE;nDUFO7kG8s=9>$G#o-BV+fsKOL^rBb)E3ie@PmnYi(Tz>DsA5wgY64A2T}ba_ zOAP5JtcfS@R#fQUDqpdg2Wpx~`B`Nd5($tG@+{cbjUCE4sI z*&Lf}V$3Gl#3P5U7bq%-sK})V$f2M@M3G|r)i1ra8se4Kbc4PgK zpka;t;%iKsii1IX%{i)?$n*tzsfEPtFkUF6u5r<f%#A{k1AC7j zNB0`g0cM5i)VuL(h?a0A)DjYdZDrJt=z2_q#e)nB0R*l^N9%Oj2?$6V4nfxfjHr0iseie>EMFg3mSK$gbo0nmi#v6cx+vu71%8mK}hg5nfPmyxTo@+(z2-7 zA3zIAI_kZcRk>9P);laJKg`VyRSYD~XG)|j?v&$rhQ&o`ayy1 zNiGa*pK!W%M;~q{*|p;=16nv8T?>R=QI>SuLF5v^3t)rT2lgj;mye+0{fh=hZA~k{K z(+E`<*dBpZq7kezuuH?0vI7>L77JlZ^pM1N!c1^)Ity}Y5k;N}A;T6LA(7$ti*vUv zovOz=&H+;9_4EkwAc{IEkbG6-7E>##*Gt?a9nB95O|O0CU8W`VuAT1Y~l0;%dQE&~ zzujDc6YruTtUV%y_2NrzM1+%+PLs??S({YfqSA>O5q=x51-0)vpS+Niw4d(8;W!&Y z97b6GL|kHeICZ=;dg$;iuohW&<_+DsYtDY-H$not9Vc@t1GX0ebpqe990X1lyN@k% z6HFT5G}4wCtr+pogWg%V8Y>0rZ=Dv+0wZW)mv&vKo#C5S^IKHz>%`j}%1b~9NVjc%Lt`v z07+Qj1j7~_3nx3s=rZeDWgt=&qYFQ#cZ7vP#GMtjnd&C!EubZdaPtU3`94SBNP`6T zk_Z7LY2y&T{>Yy!oI-rjM8uEtOE}m@xP7m(6*%5Du)Nv1dZY&eLj}I$T>;E#5s|y= z6xWDA>N0sZ^;BzcPIRs{?;ike?WqH#5x^81kw zsup$!<$$+QCc5cTElCG|ozt%>BSK`n&P;B`#1mwCH(K2M2;n?G8EOgjRWu9q@aAo& zuvV2G^fP#S3%()>8z_#4p}XC|wXncRJCC99{oj6C37Y}LDW{x5b#=A-^ZoCCKjpFC z`ObIncswyb4?Xly)^jP#jiRXh+rz73;v6(7FxtSZ4F4XCicxVzde??;2f_AAbbr)# z8~vSVJAt#(2v_elodaSLtc2sLa`Z&{FVu3c2hnCFE!=0uXGJALN;jQ6Vm*=wgp^@d zS6miW^yTCjf1^u5=`k=p601yLWr$Zo69fl2;w>ZT`d&e}GiX-J1o99=G3OR;>$eR- zpjyY%X60P(C0C3Ni%_+WT_R$Ho#wZw+S`GrEqPo`q0y}F2l7TEv$VQoBAq}Ir5^sY z{HqME%fk1nC@e*cxjAs)09938862ssHURtg?`O@LHI$ck)xJ3Gw9~SlQi&Ty(b&1~ zFi&jVmGG@WKkebn!IH>@0=-Zv@C6#ijg5{Qh?{h@w6rjN`t-c#Qf?_l z(fHhbPdNXG4?97icS`g?`Zu7I63ZvU#r0zUCPGeiV%@DLBhX`9G|2>v6WfvuudWj? zoxyBNQj)~fpoJn)%?S&2{x40Ek)zQBBAhManD#|tXJ{du$MZk~yzNf#aD3m-=<$QK z0y~Q`_?g^f*^B{2=&RHX^nmjQ&@>G^I?|&Ptn^^|3co%f9UG#J&7iki8N8zvUk?kL z2)gOGfqJ*vO%kGns|1Em7{<~U|6U23-b5DZCr6r^n)u=uzsU6I)0sbiKCiv@T2ALH zaib^-M~*eoF3qq7fSA}5C$2QTZ9+8cBouJB#t6fNSiBK4=Qo1aSE7I@PL9BDWK##YAtLn2dr zD>*^Mnb%^|jRuch%P1JSUt-&_3Re??P*rg@Q{S-wL*8t`n?Ah}xeZj9 z^#Bmb!U8UuGl>WP?@I+7T#*lvfZ{^`XsyHN+~_g{%~O@$AQnt;Ku>I!$m^au?J zSaBPk04%>nsjbC`86iLqg$0hA;gsQ8^0{@9sf9&0=u+T4k;2l169W?%Ea|L+V0l!a zv5Yz=jkQIRIha{WnXz+vHt4}Zrh=0+UL;d+Yrc5etd!Qm-ar7F4aod8qp-U3&WsyN zI&R0?zI-*`{m)wpG^%1C@T*__iot^i1Mr0}e1V}uhw|Is{x<9LmF-VaaDu@gNBtd% z!LwS}!!E*&1U)3WWg^F>unO27iMQGLw^c3(d1GTkBu;>`4}l?c0$5aUGr_&j=LkSynztdqno7fn~{gm;rxRb&zG>xPpC!2Y7 z%ZV?F1aBvsLmEzSx8-xhkS3tC5o~O%at+H!T)V_^DSAVWB`g_^OOb-OqY5oNv`|+Z zOoXCYRr;JC$Uy*>F5HZ+oX(ZqO9hW0f!fhEeB~S0a>->Ax;2)ffD|#HI9p89L`sRr z({+biUtdp0M@QCUC~>1GIM@H%gDJ#<==zs*(yZ;$#Pg+$q|PQ8!|tk6qPI)*cCbnX z!4gL}m9|JXV7Ru*M^jsfklp2<5kgQ?Q$}lNfPiJWn{T{;(8B8#UO^{L{{&5h-7(T> zpCCIW(kHOB44Y%V_R$peW@Pw(*$5nOyTB?Tbvm__7#)#{&W<(A0(1mgyTk)nTKM&l zAPs>qC5GiZ52>zP8l)7ix#F)gs614-R^EER#x9F}%;+d`>Qo=3J6Tksn;BSA7yN%; zo69YCT$1Mqih<0({L83xWm&xc{`=f@*IikUq1;l6f^(?7J@Y|0ow<`$ zDwUBMCrL1p)Va|+B^7?1%ENX{Ce(?R4r;4n)zhHrQjT`C(-aKESQUb1tna|K!9rpp z!}V62ZVQ%>*cw>EiPg}9&iu)4Oq^Jw?%V<;uQ$_WrOIw>Z)55}XrqmoRuuw)G-8j{ zZGmA53`^h%fD!HpE`&%ru8qX@6fk|eM5FmMZ^3RRjZWJQhL)C%))~TEpvIgD^xQy@!XQ>;^-X+z23 zolg8xJXV>8(URr2QQS){aaukU8vjrafm#FIFQZxk;5@$)biYmI{y<#DTyiuEw4jBr z#l-Lz*KZ{INS0VCge9>xftE*6KFtmn;>)rXg9OgJWGw&vt54@Vm*V8&uDkA{q@;we zeB~=hDXFWgW8=n+Y3t&|qr{D(pe)<@E|954O4o*Lm>}Dnjn{RZBy)F2N%=?MNfDfx zZgW3+tjjb}QRSmK6ij+tz;=q{1f$$lLOSBWN|zaAgYZjqUAQ;ukqj|ukY9}#n}o)l z$q->zQYJT*-YT(t!WEGs1fG`U$J)9iO9tVodsSD_(wLCqe2 zR%3Zvi!W^Y1CEn7|L4K2G@L=;NKJ6tm#*T|pPiBST#6o|55(L6+;r1T+;mg^-QShC zQ51}Of4LOM&TSIC5euA3#a0>-V6+Q-ohinX(CJTIKO|&X)K!;Z14sQG={MhSY)Lff z%FYPev9M@yV>%gP0%3tL!%ai=94t9GxHF;!PV{5Z=m@-xl0Y2@Gu$aWjaA4jlh_9M z(s&r9j1@A4%8tqxvpfe;CAwm_PIfe#ysbA77C33ThD+c-etkC=TsXE{>r^OmL5Ukh z!PvC#K+NyiR@s$Ew2**Sr=Cr+x+tk?wv-tLB~qg$sZ$EdeI7ajA&xaWQTDn7tAy0z zAxR8Lq>^gV!$oGnB7|^yW`)9*93#UyQiclxX1`fS9~&)nBEkn8cZ}~7N06lwHqqnR zUWpk3Be|g~+$1z=UZ-GC)@v>_$y#QlqPxA31{~dd*)-dE&)OoKY92=Fg3GU)qJ&L< zqK{Z^x{DGwih}Uy>Njb(&73x5=z7l!oNB{*2be-4EXRf7R48^be&P{8pe005I3lJ! z;AGTjfT3#yP1}9UJx74ogiutc@o01e;dohu4PK!kEkTE)2;vr>+b34ImYnn=M}!2@ zoBy{#wB;;5CP&Y)=89RKTHGXf4tw+4L`q7Jq*`bqda$tlmQtaaeW=Jy8ieH(&D6Tl zq9GDE8c7ouK7%J;{Cg^@vT4eu=qm^c|GDUmTOK8D6b0dX&%K(Hu!&7_jy=zi0$g{9 zz!r|hC0X!lX}Je~M~L=7h%&E-j$p_UHkO_86J=Wxuh0mDJ9Y}&(HJ%oOGJqPzl{|R z^Y;S65Qqw$0Cra}t1WZ>HwrcYo5ig!yXr7TE;$(}#}nE3}6N26Je73W`n za;p+Hie5vB8%4JX27_7GU4eLEllfTRafvRRVBPrbtIami!*ypm0zp7H!Y1{Al=(c^ zNQ9L5v5+E?)zY;hkF8-wO52xz7E(fiLdy|UBAA77$T4XpJ|7xx z(?h9&-5cK|cK*T!ob>VHx~BSv)g~IpJ?y+=^0ngF9*sXerg}svdKV>b6y4%0KYxlg zE0mMfCYNJ9t+CsWC2hRAPSCdT2th}4Ah|e@P~!FA4|NqjY4ZnTb}~cL=;#Q60G~%A zpmzxzzp(HmuTd9+ZUJ$dYg#u>9%w?K1;O+t3Y_Gv8JqxY*S%y5y5r^21w_YlODVCu zy&Om^B~|YS@)kDW1io4x&56OJM3#=Oy& zFQvpPiOZ7eg>R9Pqb8*%x?fdTYQ=L+X`%iROq`BLiv~OFs>+6vvLaM*R48&pi5o@U zeEmC5qT9F)9Q#6sRDl-sD&>zxv8bV4R*czZY z0!I&ICsk|#!D>-hD~6PKLjuumgAGvZpVi9}1)Y9R?;1fiw?0yuK0iTdgae0ri7vC^f8$FEZeY`;aRt$~!-TI%&kLlE?I z;}dL4yg~3aNsLw-LS17SULCU}>?X^XbepUYNnKLz>!X8JBCrgST8(---p1QpKxGp~ zbgOgw$%$s;T5)1xvPup9{oilytz{_+KwszzUI>)9QDn_;|FDi<{CRCkH$?fdaCVc- zY{iLGm2o!F@X->4De-m+Dx{8KXGmAFVYsgp?Sx4v;F!XNfDv_7=mDGh$_l)C*IV2p z1)gNqn>2HT0v6?#j*-UF9xNkw*G$Ap(=PEgIj*OKF94s0U$=7~JDyCZ>yaf%2&Z*h zKCns!rZ?;gOYs!-bi9qP071m@7=DTA8-Qk(A``LVKv?8xf}cNdPwy^Dp$MY_iWOP$ zPyhTln>O#GR7$7NSBXxrJaK0;{1V+1n7YKQBxR2zx8G4vBHAD-v)E~m5cb>afKj3m zz>3-Ag$>mKK~qzk``FOBO3F&T?AYZ5G#)+Lg5l8^RN*7o8KR>#fRvKDx^l`&eb|;w zQ)4^j;@9j|p~%L<_4K zx0AS6V0xYOa?6&8G}fYQ$z}vg1EGauDN+V-CmFjJ;%z+LNc~PrF)rgIF$f6&OLESf zvzTyZeQz&E(Om{eK(P`xii~{aD-W@I%Ym4lBcj8?(tTJZv6hfXjTgfb7)?%n6x%DY zO1kdyH4{8-PI-S2u^Wq&=vG%HVgXow3mx$IG%VqCvmRPe$|p@N?rGysAI9M$O&mSe z8nd2?G9OKio$l{K2%3&}P(Iwtkt59j`2B5oD?LbC60|H#aI;*3R+p$U!@@2+5JB4x z$H8PUfJ#Y8KsbUXBI@EZwS0m=*aBn$*kqlhl@39;U|-liCN$>`+cKo{Bn!u_mg&1E zUGvbMLJM`TYHm6Vza&&5@Z=clm5!6CIj0=tEzp>R>+Mv;~;f98ML`(8tW z^+f>Qc9YJMu9_B(TO)R(*KvY_J;C^GDfu=fY%ndE@Mi&-Vb_xdc*0hrp>>rEt|{l8 zy+;zp8dg_Hd%HjBJck;Zs2Nm7V{->pl|Gt6A#6cLON18gb(P^V9Kx0wqs?*ErIJ9l zNaEVk1XhVe4+5#%WMzdbND)Xo9AlCs^C_!AqUh;h;#`BwbEV*M0Vj#Ju?@lhExWh3 zm!T*S1Eq+cin&pw(&0MoY7N)1kgg0X@n1wxW|T(V_KC!@#L3ZB*^u{815Ql7#cB%CZK z+mm|%#Dpb<*XpE$i`;|_JuhUEp#_Wk4QT`K<=z;88SGea& ziO_{JM|W!QXd>~o?BTt;C)ybpopwQ5GRSBb<^aZ1U&-J6^)w9l9Em^var-dW0j=|;*CZN*Q&`@G)ajJr*WG}stOl^o;K$6 zL=20NPG#Zl&SV<{vdm2kmRI8`<&IMHQIzFIk-$U0S;O0}@5}h*EaQTSkxrR*-2@pn z$qQXzYFSusq(oYAZ2*Koi`)Q5JzVB7ICP*1k1i-L^HEajMF==@v?XEKWN3zlU)WuP zM&?O#ju6Q=Jlz5<0CdQ#3gSg$OE7b3!=nkTlJtSbk+uq!LC<6|^PqLV66H zpxNczl2SU2E#uZA(zvD~eU*~o4M0fdm!51_WNEdDMiW@2PCX#a1ne$BC<*s|(xE5p z20}z!RYji)0NdMhwh&K;BvdN!8z&+o3}6u6bB;& z(jY8!B*JuJZStv@97#EsQEB2C>)%*C*MdQM91EIOq&j}_XcmOZG_;P~Clm;$fMpMT zsY^|C1-q9UJoWrHsHli_8ExJEA>aM>Q*<0?&O4J!3iyv-+|kX|D*7}^+$aVTmSu7K z+@BzH4Qa-Hna3M$q*p@=#vY?tl9FRVI){3Zo>T${$4%8K!9!PEi0pD>*@AHJORT^t zLB|v+`U<7l$IYl~5gM3jQll)QtT$33vJf_woo5l6Zdh$n5*9j+e=v*VlL(rW-$5y2 zYeWwT4QDbzuv(*}vF9d@bPdnvC6>BCmn-)ixgm&=nOt}Ft^=)2@4mTpKLoDV=bz!l8uc~VmKC@poJY3>LJn;VF{YHa|d0b z5z3Sm6%H&GVGB++?iO1(DTldkw{|gOGIS9ZIBDjH6iQ4dXtJdTgNj4tdXI`5%_67R z8`}tr6B&-x3in(RQX&n_dEPymWBIft(xWlSt{<)NudYE<9WZvF=fPeq)(;VM_ z0!-Vzk&qsZic!^!pIFboed~t2gL&V1_i$dBXI8nv1Hb!RUUMq?4=SKoF`(G-#s@%H zFlbtgfRTO^O1ex9B27Gj)?p#4Y@{c%G7t!~5RNj4KU{QG0v0ymHV0udLy6WUQY3Vy zSx`jSMAE)BM24)Wh>*)+vzFoi$O#CA5`RIyJfaf65B03;>p{*v7AavV!H$|6R@^Wb(vQVq#i?!5~}S{E$nhjn8%I zN%_{jkD%wc*+@c-UVi>xclF5n6pBKjEH?^v?>La~m;fgp!;%SEJyOfy znzF-pyQP`u4#yLxMkdZ5PsFPwrNs1UnJqyiu>?it>aOU>!t!H7&uq@R$lnc>j8t`i zaOxXns%4Znw&aZR8lL*zXWWPO9XQ74|L$SzLmdUpp0a!b2A8m4?i5ZPS;zEC$5C57 zaQY_w@W;3D$fK|E#m~=l`$1i{cq$v8*p^iE+f^QZ|K~6E@G2F(iICa1kI7}so<_)A zZZ{PJj@@q`jpqCg(>C^y`cDN3VZ6i!TgadKQ3_1s8P6^T_ zSZVe{r*g1NP(XTA#b7<0#w{&LAPc#!lU&?rGD&01EU}T86&g}=3j4`G>Mr0?hd^}? z8BNWw#ijrVOQsb`wvgDq0*M>x6e%22Ud03dbSt%0$pyyBSKj7V55G#&C#`5+oxlFf z3?BTyjkGs*B0QQ?S-R82+mgBPjO7vh{kIn~_o~T-xrTm3TU(It|L|!xKlip{6)Sw6wHPU0u!8yZ!^+TT;-mt)QRnfA}Ywo13Yssw(K%sZiqPBxl}* z-$sT~-}*{`au0TtA4T)&*n#w$h33&{9qvm%xs*;3xcCiIO0Fwvx}>_;bGYZ#OV+?m4}^EJY9Cikmx&ByRrLv*Jd%rA}fV_@9^43L9|l-r|iq znwCD}2*3*2PTY+aworr{Y3f3w!sDStYP2?XV0W6JfmNns3xN@|(K;-*28UImL0M{% z zXe(OKb~2%)q-xBdlU~?>6TBP=9DebQZ};wE6up8<1y}TIfL@+MOCb| zl38tR8%;{IkcAAIAfeO;Lf0MZLC~gpL?w+)odgIG2%jcwi58UT{^W8=3)oKfR*KdR znh>!rrtt46tuSf!++^w5wsgdd?Ga9#jF!7Q$?^#-FHSEgiDUf`vU{Qo^7I2=D%$u8g`#hu z#LY>{fB)cFg6+ZV;%5UUo=P7wv8SLK}XO{DHVY2(VcGDQPQKMH9$O4 z7fxJA3WNl2r%kXTxu{5GZLvgh_mho8hHON973CPwem5 z(h2wl+_0i>DvJ<+4Tj(OgPX1!$u}1Q4G2~`!Yl2KQ6#X~4rh;b=X#RWB#J{s^7C^^ zIkzQ$b;$+HIKMC{&kBViPXL;OiQ$y$Vd&F__-C$NiK7&60RJZ9?TyV@lcO z;z@yHy>YU)WXPgwf14}Bgai??oeIfGFjBb53QpLnk~HOA2xLO8{1RA zSu0EMlz9pH%>*r@d2~crD8)QpYCs^Eb_tF}#l{Fpw2%!!8w^3HT*oX;T{K393(u5( z63FQTW^`sw9WEH*URuf0w(Syu-kyBnwv<@j++%>GPPgKHvN>M}ffkb3$zs97Y2F^G zanDs3^7$o~=d})nLZL{75;rFifBQENW4iG&0@I^Ad#NQ6nn2nTp^KOdDy_sII-$yJ z=}ajSBw%S8_)YYxV zimf{ve!4AO3)uJqLA-__RP7-YCvrTE!JN&aT80$)V&S-`_j+|K0Qrt~haq+>}innRe?nX4=poJbsw zUBCi-N#`N|B7Zty;|d#qvN8|%|I@7nTb@Fp=y?W8%#CWCc@nU7)BC)$?W35-1Ynys zTC%`j+i_EAAq&H@z_yXLjn>qezM;0EBQ+9)jnqg;_ZF7KY7arkMg;AojU=T<%j-iS z0yd=|2hjaCGT2oRFjuNR=*;W9f}jaE_!n8EZw3*rtel}MbgFX;+0#j(Q1lUGk$!p@ zWw|*Cc;tWArW7TbF0hk$nl#hG>U1m~9?xI~Kqw$=~v!cUrw?y$RFhrYb-YzGMjDR*%kUd?~qN z+?c|zN1;$C3V^cQ3~(NKU@dQN{vfAwq?Fj5U9KEyT8Ip3<5CEOkvu}xwqk{i1n_F$ z)!e>PA{1M%MH(VTkV$Ydwt}`Jf`X32On}?x zu`D=RINdy(@ufsqk}_N8r{7pyob@Oaie4q+nkv*!Z=ftU1DHSl_ErAy%a_u+l0=ff z>Xsd2MRby>(<6=4I$7wN(?TKgdpNk*#j7EMc8p~x-iRQ)ap%O(VL3_PQWtJlV*o8( zj8GOB9TrAY2s4Wg=S3wFhvSwnE-*%#dOHBN#Aj>#_g5Bi(b=aJetv~Qp(r3q+zdcY zeA3ESZn>Z1hZ~)w8%>~jbfm6DYYYG^JMIA~u>+wlF{6o$?kE5Z&B=U%#A>@?u^|9F zg6Q0G0j_8fn!uJ4%?^7>BIoPEwbZ0TfFlCJ^GRe#aZ?w1%pOLGn*qkZeBmKBuih2w(y_n_ zTQH0g52mKMu@+Xy>N-|RL@+KGnDkZ~3E=a9&@ehf&hcIy)6iV2kg%j9P&AOC&Bkkx>?zbaYvVBqH8S)eUshX7J87j!)?W0!Ij^ z?^HxI78uQjrQiJwrwp$t_}B`CqHm*8!4-XqzrFoeY+CtNb~RywrqguNA99P-N-2>Y zvGrhNhS(0NiNt1>5iFVDIgvp-skD)RUSc>67j4i?r^bu0Vvmy97Mu%7@FvgP>JEC) z5ja{${z1wGLx`@9>IF3U>LFP5gYX{7NT5clf zL7TxlTB-O;N9O0JC&aLpNK z2$^8vk)$bzE1cMzv|DtRf<+2}=z$bOJ!DgHu#@tGomeG0ff^5;BfQwYo)tPWY{AJU z$hgE5tp4x6QR&?Zg(8+>xRH9nEv3XwKjr=(Jd3~8pR+qk=vr(>6nVy@dJU)TL8J?~ zX*+Q;hK96kkdD}qrtQ|biC%+95vyZ(b<99|!6wbjHE$qu;lV;90K;!#G+2~1_?>Rv z6$Tx{yo74KJ+cNjt1POkcs!N1&a1!uN{_5Zp-?D#10`miy+d2`9!T zj(AIsi%4#|k-FxpdueyMnriyc$iBiMK(lVXKmcnOXMKuIF~izRX* zY2wi_IJV^Sabxg!lq*W1Pz-F8xans+{L7aJwB_!Oa+)Ki5d-l8BxFK+&@sPwokD$B z78rWkEGgTxo#MwKCoI@0#uwM!+mtZ{0tF!3Lr`L1g|oIa%SHsPF2(QDk$RUYLfWat zi^N9nEL<%bDZuvWNKK#xEVOQ9CPmPLHr4O76RHT%bXJ-3ycQZA$9km+w2$lxSgVRMI$O(~c20!g6Zf$e`6_(FuPj^?+FrtBnL~pN7Qki<2!9u*y8HsOegy^N3mI!PB0HYcL7AX;ZtaofA_kGS&{t z8YvlSl(PKi_b4}%LZQfwy=7EY+ZQ(ssDOYCtjW6W{q1K;$9T`>KzsM4@ypNcu^iJ&`1fwO zeRV9or~3Y;>6A@lmOp${S89;XmqDnc<&*nHjpyGac1|iphP0*aS2^+RjK=TcX5Yw- zuPBYKoFXBkOWU{9Qi(Z7bJMi4rx1xT*0;@;qT>?AB`QqAL4UEi#UR-A{XyU60?YGm z7we|LV~upZws=HvT|Np<6%U%BSuD2jmRgHm3Zu+t;K$d%$oQgy)*IoQigPFb_Ij?t7Xd-#g`*oGl5&*WH8P zE4_?Gkq=TxWq-N8u;ZItPyPIBK!-f8qOgBm6%WNv9q&tHJy5jdx{(Uap1Qc`yT1N|0!)*B_UNmyQn61qWA*6>8QixdV1~f z-ER-%g1#RsPJ4K0vBbsG-Ty(5(^xMRw9OPb6^*8yKvzI16GCJ&tg)SrZMXFCHvi?8 zhMFbB81n<^LI;N*EP3FUZCrR>p3W%N#RUdpUhGL+#`+w+_vt$3j{BRNcvP~*X7Zc9 zgx)^5=7-^L3qgu?Jva?Sjl*J?z?-pn)7htm+>{H z)#dHL_tzgBsu1I}KYPfkBp`&H-&Ct|*$R2H|M)q3QS_vX(TPbf4o%R3kcI#_PtC+l4G>ni^ow@qjE zL^?_^fA9)HPu^bWdx_3uq9^;vX9i?V{GToJXHzrhR0ik&G${DqywG=Gu^WE;mCt3j zrd?vW?P5Xe+P@BZ_MRfvSRC|-(r#MY>^OX!yDi0>dD{lRb|h&X!eXP-(Sw30A3I>A zd7$No`Z=y{T4uhi5oC*`CHrJ z0}|gO__lHtx)t8X8ERoOtcNJI~XJnWffS620zt_pC#{ zhYnaRo6UIMDd6c0j8T@Ms4SKFzV=K@isSF`Tr~yDy_Ry?q*HBwQU!ql=YGSk{O%Y! z_WCG1se*7d>+MOonUxJwW~e|-PlHo2cBdz>j^7VlMD!DFxV8V5ic&77zy5K}t-7Km z;2a)dnDS(QT7yYC{44Ozi?__>-zi?JQ}*Ol><9QL6*C7&{w%-_iDLiVw+j#c zLg}B{woCWo8+P zmRiI%X&z%JJA<}eiaiRa@~-P_H%Gy&5#qMAP`OMt!z+4NNOsckoypVG2)d1-z|}BqEk&E{zf^iH5Bs;{w|@LFLal#~f-dyl4~<;) z*|P~H=lfDwm6)Z(O#H=esk?VBGQw^v#$eFBnt;H0s>=}Dk$tO=zuB0`O_#{LJtU6* zs-z)VCQHs5S6+c>_jmYs$3~)0NVVgC zv5&!QP0*Af6`XqKcz^wJv1{{j@#kP#Gzx4wug1bD8G>x9$Fyqh&Tq;Xa{T)zL(yM_ z;-?VR#cmxFN?BlW<4dY1n3@L2zW-_^WmZ}cNjisDo!Gv@t20|;LsjY z489DiO`eojz-7C&$tO-gqamGtO=e6%{)B;k%AEW- zriHhjxEY_f3cilVdo7Akl2MzPYp{bvFh~EZbx58u9lB6gXOpMRbq!tN%&NpsFjd{F zSMp~A9tNl4oh^R&Fx!qb`buw08uPJ2t`cd2{{y2~Ps_RP`M*2l*zykZ)^vP!IKIE6 zjIPC+FEs|rptt%aH?Girbi#}_tILvLILxm-M%Kn ztw1rMyvK4ZJl5sO{x^Joecg9>`b`U8l2(kmt6aw5&$mZ&JvPh6YSBY(H?L$CUQ0k* z!81;DJ@LQBH1B;fN;8$k#s_t0hBmu5-_@eh2% zVd+E*van_GM~g(yoGfD4sgR{8R+=n|&I;Nhr+yzdRMbcRoRU5A*1IUe2A-f_*M>~| zQ{NsI-g}A@^;^90VqlcVY-C(axC(?1^PRZrXU%!VXZq6*s42J!^x5+*?&}!QKie87 z%ug}-=UxTcC(p$7<*sCK+R<2MsZ*fLVXRiQC5O>7e-e9LNpX6%Lb`l|eztaevGQDh z12NZICY^Zfh&q=1Nk2CCK{9f@mDw)V|I!6jVs7!e*Q0_YA$%X}`*L_UzI{bjIhX88 zcRK-E%2K6<47Ue0>&=o|#sN13ErP0pdD&&D7X_VP#G9In>^#zb@lHNJ*stmZzArWd zju^%9r`)?d{Y zutH^j`1uAdRa>j1F}3=1nVv@&Mq^8SPvdOBsmQ!YHZEvM5!a zwVoytQMZRppr2<;8SunA+e&1UP2P9(9qCt-NxN>d^#(HoT&*C(uCfPzgT=nr#vz2? z=Wlk^WKwSTa_%M8dx@hqmZZdYB%fYOg~rOv+TM)!%gGf=mSiau*d)CZ@reaTg$~YM zn|~a-hW~(X^g8Kdo4A#TOwJydtO z@7a@)F^#D?NQFNj9BQa|g#C8gEk^%on>IbON=FoXbV9(O6O;Al2KsRfB9GV4D9?^- zwsC@GRIUkGxX)by9zz@=rJ&st4$@?y=PwSD(Ieo zwU-A}MvobkgeBg7TIWZiTR@P7U0~*T-Nsz>Ps|8=tQ@9tCO%r_#!K0NTr#S-mW+`WbUD1Ksw8pBki2{LN_}5s)&1%s_ ziXJ8HUR{KPb|1#q|8NyY+>l-15)~S+$z81at$6uP37wSg=$oD=Qnwl29DjQg6gDRpnUgwfH9Xd7LMln>Xm-`y>Hhf>{6ciRR|@MwhTsB_KKY{P4Hv+7ZIe`770-(GSeR4 zWI`Livbt$KC(&wKWX`RNU0Q-qz)KLCw&4EUll|I5+MxY=9W(ptXE6YR#CX?;wF0}$*Fa0b11BPgZ(9ec4*ApBA!t3tq zIb2nI+30^ID9JgEA2&cxO?L82=aencvtfJ8A34h}ZZ*xN6T8+*$qVp|q#fe9Io{HM zyKW50#zt=spn5$N9b+HmNCh-*pl6r&CRG-EL@5=i60v+pn1mlH77x*;n!}9iUjJL-d zjZ%ARl5mG)raxkTbA#6u8q##%Tr~|~uOnHDjhbUvjelrb#1q7}m+xu}$-hFsFK0LG zSQuV1vu$w4{qi+x!Bi#P;PsrgZ;O{EzvO60-P<+cN^@ba+>o>{>57Gszij>UsBU_$ zU1=VV-nWhX;sA+%BElbl(%+Y~w`?L5u(I;bI63GMJ)B`JE5tBGNf~p`)AW?dKi1~G zq5N?t&3Dn(t@-HTOLGzZPtQ&8^KIEC(R5yF;5$@J$=5_lH>Ao07_tSIW^x<~;U{GG zsuZ&z_ldiYYggf;c*UUUqUp88=1NE;%Zsqb^`$JOYn|ryTGczc$}uhO3&O)`SM)T3 z@yv_}*uClARvMKJvN~f8OS%&Vd{OmzLfb-myRebzHNwO{W~wxM_%ivNbKmm1GzZW^ zGtj_sdi$?TYF?~`6wh2P@6_ed6Bm4G?5hbzMzQ6Ac#grO&;FQrP*&AC9P!0#A1Ui( zu{=WRUWn+5>U?fd-+-6TC9{tHxU`Pym@Lr+3#O#(Hn{?hBk5*Z+Rv{owN)*GRzxAG zV!uDhOt5@?jnb=vE`U-R@n_5Yma>y>fun;a(MJ|0br$KX(LcVWVCJe37d*+FQr^MV z5l)u8@@UqdQuRJk#}bw2b5A{&E1FD)e^8CZXjZA-njNWP89I_4c!M#z_De%g0Z;~9 ze#{0&>pv-fT&>z8N+>jd-3zM>+LMv3m7i?!xGY^Bp1{^^#@hiV7Bsn znZu8h`1?wpDqPo-BT`G7KFJb;3w{xym;He{SHq>f>EiH)*rp1BbXdi8#leL~jptMD z3ttsW-90Ff`y{8`KVkRT2zn&OuMrvKtIyobfsMt9GQ-GxYt--`(ml@(GRX9CPtl(t zxLm@jIvmSYU)Lmmrt!8RBe$v30}p#GoX`vbR;HB$VS&V6@j5d<8>>27c1o2&`qi2I zrG)a!yZ|i8E|rGQ$(HR>rU?J=j{K2u|4!a>a^+t;IdNUo*tHw%1$_@6p(VYt;h^`4 zn?pKKE|ywpFbKt&)_wnH1u@RAXZxI9>XT@_nw~}@ow6*+{AM@?C#ZW$ps8t#KStCtrBwf_SzIxvJmj~Yo35ETqC%O;qcu^PI>iVAh2Vo=FEccfC z1Ve2kwrl+Q&RgG0C=LhnWByiu>D4db?aFGAXw`0wBD18bp<_62>U_cN{!u{FMOpd` z!msJ+HDWTFR?eZoD4B^@+uLt8bq;PcqLw*GJTG+p<^6SQ*~<;D2sxXdTg+||W;#E-7~OrC6|aUI8H7--^bp0xDpS8;Z|)s*i~ zIDaULC+Go7COEEy-Y(Xvm~o*aK>kejnW>e~t;QWH?{6omu-|5Xb6!PB{OcEuWwID? zf=OMO6II!27%;PYqBw^&Uh8bX4cm84-o}I3Ww-Sr8qTx0+G%}tZSl*JPetEOhZFEnt><(PPraIU5Q42M!+T@=0kDC6165Wc@U6H z9-q@t8;EY!u(~jx8Ofmtx5+*HbW#PpXwNN=nT0ijOW~?%ch*#Xs~@YLU;=h|4S2_g zM1N}-@paay3EA${|ZW8E%hd!Eiy?Mb;sP(b^9B? zK2;~MR)aa%KZ+7O2qO@^=y1{8`RU_uT$JehbI(rj$`AM9P7Wz^N~nKZWe{&@d1>}I zzkmPU96&W)o@dL!;TmK*Ro2p@>7>s`^<1c$4WrC5+!)t-R)$GJum~^rV<+aAs(4Uw zCA99G&QiXrE@re}O;;A6f72+6OpV&jJAx0@)HL#mKXABx`gfg(al2v5E3!K_onOYv z$_fpSlAmp@2D*+$q9i#<>{MdHX4x|@nyT2OJgdC;S)b)2w>H3Hd>ZiO%NKIH*pQ(i zmB!;fo7$!spUd;!6u!_@>sppImUx{n?`s?{YQ)6zOd3`T{AfMWFjE>DLU{MJe&zts zo=1}DyS_y}zKcF``=G=}EGLJF;)nfk>)8~FbZ;kf;YhYVP9s4@U#n%h>Sn1=Ph(a; z>m75YUqbGfl!G1~;FU;najrfN=UMJeZuQt|=$vlws9B7WJL>c~d)j#Tt;E!+m{340 ztaD+`%uZhXa!p5(RBsZGdGrO1v}ytjBa<0hMYf9bU$xyr^~t}2V=$K!zf~(+=g0b^ z$C6IJ$34!c^F}P`z2&WX-U5r(HB^HS6VZ+GNsg5hZ#JN+j6_Vah~vxWI4u0pkH?;J1ar+hjI zHZFq9CkR|@&uR#-63+dMzRPO2^5WK_aZJ?p%Pw2pgwFSNS8pq9WO$Aw28WsCh#QWv ze7mL_gj5|2ZWjR+b(5to_NvJic*UUNpap@xG-ZpvXI=gAKPMb2gD>omhgpKfx~ZbF zjoqRzQ%R1t$^-L`{GA?i5A;&t2OO*kOy$|Oa11j8(|7-2C%l1N>Hq)d_vp|iZIg%Z zh&3l#8!2jC*syfs!^ve5u&49<}!jn-UP4hd6 zbL6OjPx`37M>vPqs+=qAmJb{M^XCV$+Ska41uU#)8olbzc6;s!I|c>dl5sozdm)*L zkD79!8P1hoh>?3>7dcgFMd@+4KKK3Y6(l;<3e!sJUjiEm1hHk2S}!sA^W*8ntYpU7~z0-^a!1*fe}g)JUb=s^7cWlgKf!`Yo)~ zW=5P>e&Ls@qP$0%sTQ)*sA-Q|dZWkdW)i8Fek4pJLzU6joaIPrnGN|D8LYLnwOv

G9Gg#T0p=f%6PwNg zAnxp^oJN0+jdlHqXC1FFyERK3dz%1nd~ zeyJY+jPzaZ87!|z_V zIxlZ3si_4dWak8#rxfbe#88Pi8&2@UESR3`uR*gWno0k=)DHh2z~!j_&h){vC5g)f$!rQSciyeW(+6v# zCCh`EkJH?il6%vHVqu~x;FOpMDiKUys|iPEXKs%}%fOpdI1fEML@Y*&@8M(59=MxZ zSbWOO4Sa`nYd3ko6Vp~7m1y9d48yD{-}w3IY0c?o9j-G`_KL(JvBTb&NhFu~5CbWj z=66Wm=bYpW_}Ii2R?jZ(ZK2 zX`&2lo^qM#TkMXV>V#l_q^C!vUy{gLTbE2)BNpPT*S-KNx>-$?~&3@Oka8o~= zubWxUG>UEUnYEhdrIYSyThBD6BY&%vzINbV1M34*Y%)=4#S%GDW`gxN5YGsS6UU#@ z0h-PVY2GKRz3C!kzH7yG5is9ZY?qSFc2^aBQs9^-`yTcxB@K;EIOxax_3PO{O6&h# z^PwECW*Up1w8+cLpDhVA8MOrwuxWn{vM6atxF?q|I5P6Y!=uh)GKJ3q4O0BBz_cqp zoG`PnJ=ZGc^7Bf7jK;R)PLQFhOD%-bnilZeEjna(d4N*7n79S)1%F) zIz57zb*~r9a10m@ol?bJ`yv|8?YFFx-wD?9K6nc&O1z_DK)3rsXzhL3AJ3BOH3zn{oq&>wa8agwmpo8B>p<^J%Rjw3s$ zpIvYao=WMO@;*nov)nP#Q>Q^nE-opXAxy}Tr+9JGg*z(gmiUn`yG|vi>$YJ8jYPlD za#|~#>g9HMj?${Mq;PU_n)E_Vtxwj(9;}TL;RIAeffMpP;*1nKB=76%W7Drsg86#~ z&Fus>ElE{XB98iP3_d6(JJN68`?0N<~BA=;x0O20wLKltYlj-cNgNPxHm=Wo8-r{`=sm0>VL1K~H^PFC~A z8@)s-UiHnd{QR^&(=_wV@oQDp-jEyz`Zi2MxoHpStAPx8Q&ZES8f_gNx7}_gA@_Y| zsBR*_HM24^-^y_`#6iixvwc2M=e*Ifyl1yP`{+Uaw&ahV9<4ItYn_oa%Q`bBq!1*A zsLd(l>M$dmFT3!?&$b^UuYNIW#{Y?PE_igT^#S`%2647K4jj zvIlkR+)u*Dn^SEXyCHgZ+#7iL`MIHd1MKf~(kuh5VACr12hg%T+BRa8Pg&Fsq`ZCG zbs=1UnU!?`W+IG&Cy=LK@Ey>c5ifSwQg8+8gY46%Sc;-MS0PdENO-5YOuM}YWVhSv z6Br&EYJqV?;QNVe)yI~Xb1Mk_C5FUQFfpNrcW?4hi@HVudQwePP7TaKw#M!{3E3}V z1GV}DXq}tO2&>Ukvz)Qk?*_qQ-FW=Ud2_P+DUDYfq;(A(Z|e#vAqa;?etHrQC<>QWR~5WD`8!9~MGQI_UWv1N%ziw@Nwn@bVHv zgbo^v9RTne%e@5Co$c0JJV5o3LmsAA!SMxr+S{=&ailh(zbE&qwqm8p7HD z&VW6|+ZQ8f*vB_oJ!-$4?t;XpzW1@|sLJmCup+3IJD@{ba}xD&+EVJ8?bu<=(RUvQ zmO_2aRs7Hon>=9S7zF?tmf>PobQq;T#DsMnd-H)SWbl`Qf>?1ID1l+*TrEzcyaEDw zVSBCs!li6IdLGhA+*lsZuuAhLW-y17q`bAS#1T3dEym zfoReye|i1W)5s-YEMdu8a8FrZzs3Q)mKru=+@u!mf<(Li9TGr6TKXEOf|oEsVRwYM zR}Z9BRa9EwbEYhA1W0NokkGsG^odzd3cl)1dIZ^oU?&md^Y4{bP)uC6o3WC)Oaf0+ zO0+5%^H8>;h#mj{8DJ^4>?A=2VfxEFcjPQw(H-6HB$JkZjb6Z+<+;+ znzmKDGP(;y?yn#2gO7keuvVN7OV6!qR~Z9uP(A_56=$YCj z`QKTBa8t}299xO%Po+`a&xQaW$J3num|ITO#&1ki?SXtPHyfa~uHSjWZ!_Hsm2FDE z$kg;6lo8{e1a@SR=5CN)dbG80+b_yIiMZ2^OeOFg^EYqi!+849(&~C@YlUI!)>wmw zK%kNB?00lDpxa0(oNdFB;%{}-^*;Xl>-X<_M+@{W?;zm;MCklK78S9-DuTiUM8EN< zodYBL%r`MUzJ_x2v+^g`xNn&r-u024m%}fk1(^1IP zlEAL>`OBAiC|Hg(6ZLL9z_CGW5Pm0#=?)^hQd^AVJ6`K|PCN)xNe2gqAqSp5lA2E; zZAD?X`F@-aQSrXU2X_#nECm5&V9C`xddZt@c&e&t(ERECE>s0{*HaR2`On2crA z>2SxBbeO?H{f3moLuV+#$-JA{4Grmfb5} z6K|0;IJ4Z-skAg&A1mA3(^gh~M2kNQK;wBd_rCZ5?PG0iN=HY>*M+CW2W6eqpMWO- zJGUFrGP`#t*4o-uoDvuXD1mCq697;^tm3gWVW<1K=C97F`|h-;Le zwIg-N#>S=OTTxLTNpAOa(=3DjuaS}Y9ajXAHFWK+<)u5PoK7W~Pf23;OI&)66l%2s z-6xPVoN$&jY#Lo_-$I!=O?B%h0wGe;*8W#(U9Zo9q$7~FSMzPbn;zWuUa)??4)5;z zfBf<#rPW0Ba)yVo^%5QEvH!OGbu)dS&3QTa z@e!ziM5uDRIUHWWV8?}8O;nZvH>tFl0gf|CM6{6G;YM4P+7poXnI$NMRcqrySCg0yg08N7>zkSi2!j>z*gL9V49 zgHb1hm_fDsTvEc3q{VY$EjFJU+#l6VB0ua3^p+gLLNds|ZVal)O&am%K(7GjD^Fcv zVL|)e1cu@^?O-PNz@a_0(greLy->4x%Nr$va0)0hG1`PNcGGUlWp)cs5Q+u^)YUL7 z7aE>AR|M5SX5bl(h+SlT+etJSCfT1(i~KD95Y%3flM|4TkPtVL>AAA9LQ9Op<+i(+ zGQzkpq)ws zl>{7xF<*xv;|R3{?{&R6UOrx+xs-v?0Jk?8L7xMPI0uYy5kzAk2z%^#FS^;TIBAKo38U*AUcdxjMy z`VjjjPyB%8`7qQJaigxNy9fb7UY67K$;%&n{uB6n0}@R-7BBWC$}2}VW|}?}=~OwV ze>S(4zd2Ev59Ksi7i&3!f4=g^@?%Xct>Brh$Y4d^Vvfy7i3`D{9m_4_c?y0@a>N}C z4-dB-FAso#*@1G*Wii4AtK5=So>6}O@o7fl(K1_#;{dRq&LcQ4d?5Q-Y&Aq)Y>L%W zSR;_}y^UU{W96oyr><&hYRwsSFWd6gmUuKc$+JO?40tZ_AdX#bef{J&chlC{=68sJ zGG6P%3iHa+F74*#Hgq7vGKD$-p!@+KuTtwmC&~EdAO5im)MsGCvaYvW-UHFYYn3^v ze=^Tu?7S~AB!^(>1-?90HZ~VFT9Ta=V<6B~JL%#{# zDmu;RAO>y@^Mcm@SYMw8w>J8MT0;E{i``f+r1C`$p|FZ9)E2?LUY_x4yH9l)u6x$C z%j+P%#ws^nQGq0&TRj;0{hJF=SiMNQ9X=nu^UKa=-PX|H;B4_R0-3cVFGr&{UGzpx zGTu2l-1F$8Z*p;T+y?4Ep9A_Z0itq-Bzb3fwN?Sl{+7hCOqCLn%*G!yrq|d&n`bcdY1$rZ_{v)AkqOGE{WHi5ULXr^LIpD2h*YQvGvGm z+SD%doumZd7f%%B=U=xibS!DQ5QfqT+>4GeUC5g!nCU`WL_|bSPUGxbZmP&QpRdU| z&Q%P^n{g_Ozdz#d2-!0fplt7RPszxz#8Ss@f+s^b-Gp_E`sLPigD*WZUFz#vh@I3* z^OP6r>fBa;zJA@Bfv=nJw;Y0@eSk&3N8$ziHYsXqgf}O-BRe11r41ga z+Wdv&VveaXG{mPl+MX-asp>y3{$`c>yFkNXvu3%r6M}$ksRPWjL7>grR;29OaBc-< zN&T*DukH@r9>~tfnqUia^GBmjqyG+$79yFjX{8CX^`JM)$mG+5P(+YsfVDt}vg0P5 zC#|aMG)6cp;KZYB#_FV zl5$&CR<;@xJ))MIE)Gh-w&Vmt^$AEPrA>V_Qfv$^PeuWK!?;X3s_pn;?4aZX$2wooeFmNzxFi3j%AcL9xpd7)czI%caONyKxIKI z>w50ABL>SE7-hzAAzl0Kdsp8*qW0QX21P_J>RL*SwW41*6p(Jh zDHSOq;L`v6^{ef}<(XM=?Z5j7TY699EdyR8V!nepf`RxGi(d+g|9jxT=lq}^>~Vz9 z4fArz53`r^8@FLwSI=Q)xc_4TzW>H)Uf|IkP|U#T()HN* z1|*HKJ^={gZGgtJe;Q55a#+`cg82l5N%5b`RFw^lNk`bTe@h{nL3EEMpyoX@NQ9OG zLeLS$hj=XF$BRVBG6P#pwDkhf=V-${T4FE&SUO(gzyy8R`kf9+ux`=_=%2I|!d-0E z?W23CL7!j5gU^R|fWhw15 zLc90xr$}+xlM6AhT@lj=NM#KnKaTWmXw%Y5g}A+4DByUB_OH7GT39_MkzySXrO9fX zu1-#TkWzIz;ToAM@_4biO%=8Rk9rc=LHA~YPSptDp#)(FbfR|w4 zgFE#83f4_dAXo^zE{mgt5JeAqNlH~!_0c=$cg?h*vrWLMv@R3+uZ?&@a&r-zT!&5NuO#iYl#;N&?qJS_EA36&io~eD;4nt%rsSVmiyG@+$**fEWRV z0}eYy$!HIKq^QcEkOuUhD9qBDVHQ?LVpeY;77C<(Q1KclNFe_d!j8;<%<^&(OOZZj z^x)6h_sqZBs}(<8uRw&{pFi6Df(v+O-V(r6(m=yKPZuW98;w>$#C)08sWa4Ah@R_u zzYRP#_+X?6Hv{W4SZ7}uX^477!a)A zJLDBGJCM3_&;fy3;X7u(6`-FO7n3gH0;M_;9NehF6k^hMfVhZ-;{c{kt#Qt$Pwyax zna$Ou<>YW7sZHR;mGd_MAMpkh#gF}wN6c)XFL(yJ3i*Udx8-!#2K}Xh50O?Ah{8n~$*Mm)!0fcD ztf`>dAQmKxYA%A)6`sfT5qE?nEi71JY8J9W9~c8;0w_TG(TwaS)>@>%Qg9MX3Ggs~ z@`i&aWk`;Rv;`pb!Jh*@ef%p=oP=n#0m`j_mq&XD3BaAIfx!Tj@kwtrfTj8Jo(IT< z=b`Ewf+>PWEt-Vj1XO-b?=x2<5;Ht^pCJYBzY^wi?u29raN{m;wvby!h6b)Y*Hi}m z`k!y1{r&yf@vczV_p?X7fI;T~p3OEG@|P^ab>N7t%HOFEb{O- z!VPHI#4K^E?GU0%Vw$N(lF>1Mb0at=qhLvujnnviq&3u>-AfBP~+71U5wGfvAo~TrfZ-u#q~xj_v?mL$Wwc$N_pd=s;7E zO%IE3EA{7x6Nuu!hD*v&^p;TXKGJ1GYAPgSJV+2vixO`Awz_SHH*aZ*p0Vae{kxMbLOHLS)krygZ<+5%faD-@S_PE}&V(Br9;M)&sQv z)iU>(dUgT8LC=f54`xu~kXqujHc|%O1`uQFsw;a?tfp>OAch(2Tkx%*n1*j9L8ych z^CEv<7&Nj#vKNb({P}7Q+0|jCKRP|#55*9jDas9~Hn?Go8x_Xn`5el!-GIa7KmdXA zUQMIZf=>E|=NU{U;w2#SZo1*V>naMQLIq|Q{CPCN^K7u>R&k;Ldl6?E`F$b#?1?KD zfY@lj|E}0}P?)uyO%DytJ9|eoMyy<7b#m{)+zkHu<&W=&_#<##^a!~(V31?qP2x7i z0qDvD*J#5!J>rF0T;B8KmbH?m{tPh>kef=sRY@S^ep)QDTO-B@*!Zzbim#v#j-bT< zaR$H+?e$*>z~`dO$~6Z`j*HCooXrlXSfK5%EiD}*!*BZaB|<+2`hy-fb|#^(QolbW zhin1>npOV#XO{nywDF;_G2n*gy(X|-f{QBX6M-bdx!Cv~WG9xO-2(!G7m%aS=Bt5C z0OZ^+gIFzr6Co=MV00zTm5SvabjoKTb$eW?fNa2C3MSp2AOiZ&@XaI3{poNSrmJM| z2o4NKb#Ws>yVlXX_lXGPGs5_-%pO#Df=})Z&k^%L@4vWy_eb_--0SDVZCfZ+Jw2pD zkzm@Mt^2f=b6HkPE7>A5xMK@73_CKQZE*BMqp=12S#tmh*n9D`-$CkgVIla0VoPOU z8v+g7qvmM=O9H;X43Q38k+^r6+1bONZFm4lNQR!<-tvGM1T`Xu!jrrG;h7`wzIAPz zuW=c(?xuVI_=098oUWHd>-`_dudwWr3Ly0l65rY9)>RBgN5^W?D93~(;HAbBm6Wk| z;Mw_yrH_oLqh_G%XpHzXP9s`KaR8SB?7xNnGGHf2h%i=Rrr2Bd^ICFt92n5QoxG$4p)rK)kAa0#hJW#cB>4BcARmxpw}-=p#>U*- zu1FD4-Edkg7@X1ksF?ba|Vk%VWljAhVzMA!|4F?whC9#De0z2nzlaRWR# zE|`fQklo%`@|fS z@?t*ZBo-t;@8p(s- zhwMdqKTzZGB@I&;k#@d_%jRMOYWfo(D~!SctZVRo%mxPszvs%QuB@*kY%(q(;fuBa z!b?{OPF^nbn)W21mqNnp>%ISP-&x4T(+@?(BUpTi|NEo&!w*CP6IC|LNMm~-Lkz}N z`@e^1VGrMjpG;FK$h9CGj)#`v;L`v7JOy8U^S__2;J`V(|NSi<^MB94z|UMCmFAI$ kGm*`3lK-!7oWH~hdlx7EVD$MU8vOT6T0yE<($Me!16#BGr2qf` diff --git a/_sources/notebooks/business-activity-trends/01-business-activity-trends.ipynb b/_sources/notebooks/business-activity-trends/01-business-activity-trends.ipynb index b8833a4..d99d35b 100644 --- a/_sources/notebooks/business-activity-trends/01-business-activity-trends.ipynb +++ b/_sources/notebooks/business-activity-trends/01-business-activity-trends.ipynb @@ -154,7 +154,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 6, "metadata": { "tags": [ "remove-cell" @@ -221,7 +221,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 14, "metadata": { "tags": [ "remove-cell" @@ -230,12 +230,12 @@ "outputs": [], "source": [ "# Get all datasets for earthquake-triggered business activity trends\n", - "businessActivity2023 = pd.read_csv('../../data/business_activity_trends/new_file (4).csv')\n" + "businessActivity2023 = pd.read_csv('../../data/business_activity_trends/Data for Good at Meta - Business Activity Trends for Morocco - 2023-10-19.csv')\n" ] }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 15, "metadata": { "tags": [ "remove-cell" @@ -249,7 +249,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 16, "metadata": { "tags": [ "remove-cell" @@ -270,7 +270,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 17, "metadata": { "tags": [ "remove-cell" @@ -304,7 +304,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 18, "metadata": { "tags": [ "remove-cell" @@ -331,7 +331,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 19, "metadata": { "tags": [ "remove-cell" @@ -345,7 +345,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 20, "metadata": { "tags": [ "hide-input" @@ -354,7 +354,7 @@ "outputs": [ { "data": { - "image/png": "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", + "image/png": "iVBORw0KGgoAAAANSUhEUgAABtcAAANmCAYAAACBttS7AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8pXeV/AAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdd3wUZf4H8M/O9t1sNr2ShBIChCaCKCA2FERF8bzDE7t4dsV6p2cB0Z/1LNhBEbuingURVFQQ6VU09JKEJKT3ZDfb5vn9kcua2d0kuykkwOf9euUFO/PM8zyzOzs7M9+Z76MSQggQERERERERERERERERUZuk7u4AERERERERERERERER0dGCwTUiIiIiIiIiIiIiIiKiIDG4RkRERERERERERERERBQkBteIiIiIiIiIiIiIiIiIgsTgGhEREREREREREREREVGQGFwjIiIiIiIiIiIiIiIiChKDa0RERERERERERERERERBYnCNiIiIiIiIiIiIiIiIKEgMrtExx+FwdHcXWtXT+0dERNTT8beUiIiIiIiIiLpTyME1lUrV6p9arYbRaERiYiLGjRuHxx9/HNXV1V3R905xzTXXKPqfk5PT3V06am3atMlve3jppZeOWPt1dXV44IEHcMcdd/jNW7lypaJfs2fP7rR2g607JycHl1xyCT755JNOa7stZ5xxRpvf2db+jkVduS2EoqSkBJGRkVCpVPj73//eZvnzzz9f0e/4+Hi4XK5O60/v3r29dffu3bvT6g2W77baXSorK/HUU09h7NixiIyMhE6nQ1xcHCZOnIi33367Xe95Tk6OYt2uueaazu94NzhW14u6TmfsZ7rjtzSQJUuW4KKLLkJ8fDz0ej2Sk5Nx6aWX4pdffmlzWVmW8eabb2L8+PGIjIyE0WhERkYG7r77bhQXF3dpv7t7X3806CnHCcE4mvraFVo7dujJv1EejwdpaWlQqVQYP348hBDd3SUiIiIiImqHTn9yTZZlNDQ0oKioCGvXrsXDDz+MIUOGYMeOHZ3dFPUwCxYs8Jv25ptvHpG2P/jgAwwYMABPPfVUj7ub3W63Y9asWRg0aBC++OILnkATAOC+++5DVVUVAODOO+9stWxBQQG+//57xbSSkhJ8/fXXXdS749Pq1asxaNAgPPDAA1i3bh2qqqrgcrlQWlqK5cuXY8aMGRg/fjxKS0u7u6tEx52e8lvqcDgwffp0TJkyBYsXL0ZJSQmcTicOHz6MTz/9FGeccQZmzpzZYv/sdjsmTZqEG264AatXr0ZVVRUaGhqwb98+vPDCC8jMzMTmzZuP8FoR0ZGkVqtx2223AWg89njvvfe6uUdERERERNQeRyQtZH5+PqZOnQq73X4kmqNuYLPZ8PHHH/tNz8rKwtq1a7u07VWrVuHKK6/E4cOHu7Sd9nr22WcxZ84cNDQ0dHdXqIdYs2aN90LKCSecgFNOOaXV8u+88w48Ho/f9Pnz53dJ/45HeXl5OO+889p8amTDhg34y1/+wiA50RHWU35Lb7nlloDHO8299NJLuP/++wPOu/vuu/Hjjz+2uGxFRQWmTJmCmpqaDvWTiHq26667DjqdDgDwz3/+s0dneiEiIiIiosA0Ha1g165d3v/LsgyPx4Pa2lr89NNP+L//+z/vU0T79+/HokWLelRKDgB48sknFRdAkpOTu7E3R6/PP/+8xQtB8+fPx9ixY7usbVmW2ywzevRoxbYaExPTae23VXcw/esq7733Hmw2m9/0CRMmKIKRP/74I7f9I+ixxx7z/v/6669vtawQAm+//XbAeT/++COys7PRp0+fTu1fd2hpWz1SHn/8cdTW1npfn3zyyXj44YcRHx+PFStWYPbs2d7+rV69Gl9//TWmTp3aTb0lOv50529pk40bNyr2x4mJiXjmmWfQv39/LF68GE899ZS3n8899xymT5+O4cOHe8vv3LlTcVNEdHQ0Xn/9daSkpOChhx7CTz/9BAAoKirCk08+iSeffPIIrRk115XHjHTkJCcnKz5Hq9Xajb3xFx0djYsvvhiLFi1CSUkJXn75ZTz00EPd3S0iIiIiIgpBh4NrAwcODDh97NixEEJg1qxZ3mkbNmzoccG1xMREJCYmdnc3jnrNU0KqVCqYTCbU19cDAD799FPMnTu3W09qTSZTi9tqT667o1JTUwNO12q1itf9+vXj2CtHSFZWljfFo0ajwaWXXtpq+ZUrV+LgwYPe1xaLxRsEEkLgzTffxBNPPNF1HT5CWtpWjwQhBD777DPva6vViqVLlyIqKgoAMGrUKKjVatxzzz3eMt988w2Da0THGd/Ube+88w4mTpwIoDEgHxYWhn//+98AGsdUmj9/Pl599VVv+Q8//FARJHz66afxt7/9DQCwaNEiJCcne29K+/DDD/HEE08cs+Of9mQ9+biOgqfVanv85zh9+nQsWrQIAPDGG2/g/vvvh0bT4dNzIiIiIiI6Qro0LeSoUaMUr9s70HRbg68LIfDRRx9hypQpSElJgdFohE6nQ1xcHE477TQ8++yziicSmrvmmmsUfcjJyfHrc9Pf448/DgD45ZdfcPHFFyMhIQFGoxEDBgzA/fffj/Ly8lbfj6VLl2Lq1KlISEiATqdDfHw8Jk2ahAULFsDtdre4XElJCWbNmoUxY8YgKioKWq0WJpMJffv2xbRp0/Dtt9+22u63336LadOmoW/fvjCZTNBqtYiOjsYpp5yCRx55pMPjB+3btw+rVq3yvj7jjDMUAQO73Y4PPvggqLqqqqrw+OOP45RTTkF0dDS0Wi3i4uIwYcIEzJ8/3+99UqlUOPPMMxXT3n33Xb/Ps6UB37///nvF9IsuuqjFvl111VWKsk0Bkpbqbpr+6KOPKuq59tprvdvywYMHFcv26tWrxXRzM2bMUJRdvHhxUO9pR/l+B3bv3o0JEybAZDIhIiICp5xyiuIpuKbv48SJExEbGwu9Xo/k5GRMnToVn3/+eYvr1/y7mJ6eDqBx27/vvvuQkZEBo9GI+Ph4/PWvf8W6deta7fPu3btx7bXXIjU1FQaDAWlpabjjjjuC3tb/+OMP3HzzzRg6dCjCw8Oh0WgQHh6OoUOH4uabb8Yff/wR5Lvn78UXX/T+/8wzz2zzjnjfsQxfffVVxb504cKFre4/mtjtdjz11FMYMWIEwsLCEBkZicmTJ2PlypVtLtv8sxkyZAiAxvf4mmuuQXJysnc/OGfOHDidTgB/PnE3evRohIWFITY2FhMnTsQPP/wQsI0zzjhDsa015/tb0bQ/+eqrrzBx4kTExMTAZDJh2LBheOKJJ0J+Ai47OxuVlZXe1yeffLI3sNbk7LPPVrzOz88PqY1glJeX48EHH8SwYcMQFhaGsLAwDBo0CLfeeiv27t3rV/6yyy5TvC9ffvllwHrr6upgNpsV+xnfp4AOHTqEmTNnYsCAATCZTLBarRg+fDj++c9/dnnK3VD3+75ycnLwyCOPYOTIkYiNjYXRaETv3r0xffp0fPfddy0udyS26+bHL1dccQUA4KeffsL555+P2NhYmM1mjBgxAv/5z3+8bQRSV1eHp59+GuPGjfO+R3q9Hr169cLkyZPxySeftLmO6enpcDqduPfeexEXFwej0Yj09HS/gNGOHTswY8YM9OnTBwaDAVFRURg9ejTmzJmj+J4E0pH9TEuC+S0NZMeOHbj77rsxfPhwREZGwmw2Iz09HTNmzMD69evb1ZdNmzZ5/6/T6fz2C3feeSck6c9D6y+++EIxf9myZYrXF198sff/0dHRivry8vKQlZUVch874zNYvXo1rrjiCqSnp8NkMkGj0cBqtWLYsGGYOXOm3/7v6quvVuyLWhpvNy8vT1HuxBNPDLpPzZdrerrn888/xxlnnIHIyEiEh4dj7NixeOuttwI+5Rjod2TdunU4+eSTYTAYEB0djbPOOgsOh6PF47pANmzYgBtuuAGDBw+GxWKBxWJBZmYmbrvtNuzcubPF5Zr/5p199tmoqanBdddd591WMzMzW9yvtMXlcuE///kPhg4dCqPRiNjYWFxwwQV+21+g9+iuu+7CsGHDEB4eDrVa7f3eXH755diwYUOLy3b0uMnlcuG1117D+PHjERUV5T12+/vf/95qGtW21qe188zZs2d75zUFtOrq6jBnzhwMGTIEJpMJ0dHRmDx5MpYuXdpqW6H+fjeZNGkSLBYLgMbxdX33GURERERE1MOJEAFQ/LXmySefVJRdsGCBYn52drZi/tVXXx2wnrS0NG+ZtLQ0xTybzSbOOeccv375/vXu3VscOHDAr+6rr75aUS47O7vF9X3sscfEI488IlQqVcA2UlNTRX5+vl8bDQ0NYvr06a32b8SIEQGX3bBhg4iKimpz/a6++mohy7JiWY/HI6666qo2l42OjhYbN24M+N4H4/7771fUt3DhQvHLL78opg0fPrzNelauXCmio6Nb7evIkSNFcXGxd5m21q3p81yxYoVi+qxZs7zvUUpKine6TqcTFRUVfn2rr68XYWFh3nIpKSnC4/G0WrfvdN+/pm153Lhxiunr1q3za9/tdouYmBhvmaioKOFwOIL/kHw0/04F2u6ba17uH//4h4iNjfXb7pu2vaqqKnHWWWe1ut7nnHOOqKqq8mun+XexX79+YsOGDSIuLi5gHSqVSrz77rsB+/vhhx8KrVYbcLn4+Hjx8ssvB/y8mrz++utCo9G0ug5qtVrMnz8/5Pfd4XAIq9Xqref5559vtXxlZaUwGAyK/Zgsy+LMM89U9OeLL75otZ5Dhw6JQYMGtfhePv30063uZ5t/NoMHDxaffvqpMBqNAes7/fTThc1mE1OnTm2xvTfffNOvj6effrqiXHO+vxXvvvuuuO6661r8fE444QRRW1sb3IfyP/X19WLv3r1i5cqVYsOGDX7zffdpl1xySdB1B/Nbt3Llylb39RqNRsydO1exzPLlyxVl/vrXvwZs/7333lOU+/e//62Yv2jRohY/TwDCZDKJzz77rF3r1Zb27Pebe/HFF4VOp2t1+fPPP7/NfU5XbdfNv1eXX365mDVrVov9HDFiRMD1zM3NFf369Wt1HQGIadOm+R0H+O5XL730Ur/lfvzxR2/5F154QajV6hbbiI6OFqtWrQr4WXR0P9OSYH9Lm7hcLnH//fe3eKzW9HfdddeF/Dvav39/7/IJCQkByzQ/pgDg/Uw9Ho9ifx4XF+e37L/+9S/Fsh999FFI/euMz+Dxxx9vc1sLDw8Xa9eu9S7juy+aNGlSwP7NnTtXUe7ZZ58Net1892Gt/QZMnDhR1NXVKZb33V/dddddft/3U089VQjR8nFdc/X19eKaa65p9X2SJEk8+OCDft9LIZS/eaeddpo49dRT/Zbfv39/m++Lb1/vuusuccopp7TYp1tuucV7/NrcDz/8IEwmU5vr89JLL/kt29Hjpry8PDF8+PBWl7/iiisCfl9DOXbw/Y1qvj9Wq9Vi//79re5rH3vssYD9b8/vd3MXXnhhm98dIiIiIiLqmTo9uOZyuURpaalYsGCBIhiRmpoq7Ha7omxnBNfuvffeNi8CNP2deOKJrV54AloPrmVkZLTZxjXXXOPXf982WvobMmSI4j1qaGgQvXr1Cnr9XnzxRUW7r7zyStDLJicni/r6+oDvf2vcbrdITEz01mM0GkVNTY2QZVn06dNH0cb69etbrOf3339v9eJu87/TTz894OcT6K+t4JoQQjzyyCOKefPmzfPr30cffaQo89BDD3nndTS4Nm/ePMX0e++916/9lStXKsrccMMNwX9IAbQ3uBbor6m/Ho+nzcBa098555zT6ncxMjJSEUwM9GexWERNTY2ijnXr1gV1gaelbWH79u2tXlj2rWfz5s0hve8//PCDoo5AgdTmXn311YDb3TvvvKOYfu6557ZYh8PhECNGjAhqfXy3zUCfjcViaTF42fTXu3fvVueHhYWJkpISRRuhXCALZl88e/bsED6Ztt1yyy2K+h999NGgl23rt27Hjh1tXtRs+nv//fe9y8myrHivDQaDqK6u9mt/4sSJijr27dvnnffTTz8JSZLabFeSJPHLL7+EtF5tae9+v8mjjz4a1LIAxKhRo4TNZlMsfyS26+b72oSEhDb7OW7cOOF2uxV1nHbaaUGvp28wpq3jj/j4eG97CxcuDKoNk8kkdu/erWinM/YzLQk1uHbttdcG/X5NmTIlYKChJc3XUa1WC6fT6VfGbDYr2mj63vh+X4YMGeK37HPPPacoE8p+pjM+g59++ino9y4jI8O7nMfjURyvarVaUVlZ6dfHM844w1tGkqSAN5W1pHnbwXyXLr30UsXyvu9/oL9XXnlFCNF2cM3j8Yizzz476Pfqlltu8Vsf3988379Ro0YF9b749jWYY5gnnnhCUUdZWZmIjIwMal3UarU4dOiQd9mOHjfV19eLzMzMoJafMWNGm+9ja595a8E1SZLavImhKQDXXHt/v5t74oknvGV0Ol3INwcREREREVH36XBayObpNlQqFbRaLWJjYzFjxgzU1dUBaBxQesmSJTAYDB1tzk/zdIOpqal45513sHHjRmzduhVvv/22Yjy1rVu3tpoiqi179+6FWq3GP//5T6xduxarVq3Cueeeqyjz9ddfK17/8ssvePfdd72vo6Oj8fLLL2PTpk346quvFKkzs7KyFCnjVq5cqUi9M3XqVHz33XfYvn07Vq9ejTvvvFPR1tNPP61IhdP8vYmIiMBrr72G9evX47fffsPHH3+MAQMGeOcXFBQo+hmspUuXorCwUNFHi8UClUqFq666SlF2/vz5LdZz8803w263e1+fcMIJ+Pzzz7FlyxbMnz8f0dHR3nm//PKLNyXirl27/Po9depU7Nq1C7t27UJycnKb69CUWqrJhx9+6Fem+bTWUpg2N3r0aOzatQu33nqrYvoTTzyBXbt24aeffgIATJs2TfHd+O9//+tXl2+6t+nTp7fZfleJiYnBxx9/jA0bNuCRRx7xpjp7//338fPPP3vLpaamYuHChdi8eTM++ugj9O/f3ztv+fLl3jEmAqmsrERZWRlOO+00LF68GFu3bsWTTz6pGIeitrYWK1asUCx33333KVLIJSUlYeHChdi+fTu++OILDBkyBB6Pp8V2P/74Y8X8+++/H6tWrcLvv/+O7777DpMnT/bO83g8eOaZZ1p7q/z8+uuv3v83T0XXEt+UkFdeeSUA4JJLLoHZbPZO/+GHH5Cbmxuwjvfffx/btm1TtHvXXXdhw4YNWLNmDa6//nrv+gSjtrYWLpcLl1xyCVasWIENGzZgypQpijI5OTmQJAkPPvggNm7ciA8++ACRkZHe+XV1dYptJVR79+6FyWTCE088gY0bN+KHH37A6NGjFWV898UdsWHDBrz11lve1yqVCpdcckmn1X/rrbcqUlleeOGF+P7777F+/Xo88sgj0Ov13nkzZ8707itVKhWuvfZa77yGhga//UdxcbF3XwMA48eP96ZdlWUZN9xwg+J3Y8aMGVixYgVWr16N22+/3btvlGUZN910U6etM9D+/T4AbNy4EXPmzFHUd+WVV2LFihXYtm0bnn/+ecU2t3nzZjzwwAMt9uVIbNdFRUUAGlPo/frrr9i4cSPuuecexe/PmjVrFL83a9asUaRdHjp0KL755hts374dy5cvV+yTAPjtEwO56667sGnTJnz00Ud44IEHoFarUVNTg5kzZ3rLaDQa3HvvvVi9ejV+/vlnxW+OzWZTlAU6fz/TXLC/pUBjGsaFCxd6X0uShJkzZ2LNmjXYtGkTZs+erfi9/eabb/DSSy8F3Zfm+2yPx6MYqxFoPCZqGm+2SVVVFQCgurpaMb0pFVxzYWFhite+y7SmMz6DJ598UrH8ww8/jM2bN2Pjxo14/fXXYTKZvPP37t3rTRkrSRIuv/xy7zyXy+W3Dy4rK1P8Bp522mlBHaMFUlRUBJVKhXvuuce7fr7HZYsWLVJ8dwLp27cvFi9ejLVr12LmzJne8e/a8uKLLypSFRoMBsyaNQubNm3C2rVr/dKDvvbaa/jqq69arVOlUuHJJ5/E5s2bMX/+fL/vWLA8Hg9iY2Pxxhtv4LfffsPSpUsxduxYRZnHHnsMFRUV3tdvvPGGIuXrJZdcglWrVmHbtm34/PPPkZGRoai/+efY0eOmZ599VpE+c/Dgwfj000+xefNmvPnmm4rzuAULFrQ7pWtbZFnGgQMHMHz4cCxatAhbt27FG2+8oTjW8ng8fqn42/v73dzQoUO9/3c6na2m3yQiIiIioh4m1GgcgrxLE83uBHz55ZcD3t3bGU+uNU+xc9111/ktu3r1anHVVVeJp59+WixZskSUlpYq5ofy5BoA8dprrynm22w2vydsmt+t65uCyTedUk1NjSKFUN++fb3zPvnkk1aXFUKIOXPmiDvuuEPMmzdPrF69WnHH+8CBA73LnnXWWX7L7tu3T1x22WXi8ccfF19++WVIdxA3ueiiixR9XLZsmXfegQMHFGmZzGZzwKcqtm/frqijf//+fk85fvHFF975CQkJirtufe/aDbQdtXUXcvM7kFUqlcjNzfXOKy0tVTwN5fsERVt1+6YBW7hwoV///va3vynKbNmyRTG/+XcgJSUlYIqhUHTkybWW0jGefPLJ3jJ6vV7s3btXMT8vL0/xNKvvNun7XRw3bpxwuVyKMrfeequizAsvvOCdl5OTo5hnNBr9+lBZWSmSkpJa/Lxuuukm73SLxeKXVsrlcomrrrpKPPDAA+KDDz4QWVlZLb5vgZx//vne+nv37t1q2W3btin6efLJJyvm+6Z8bf40ZXPNnxQAAqc1uvnmmxVlWntyDYA477zzFPNLSkr8tpM5c+Yoyjz99NOK+b7pwEK5+xyAWLp0qaLM4cOHFd9Tq9Ua8P0I1fbt2/3SFk6bNi2kOlr7rdu5c6di3oQJE/yWf+GFFxRl3nvvPe+83NxcxZNnvsv7Ltt8/7Ns2TLFvEC/oTNnzmzxd6gjT651dL/v+9v6r3/9y6+Nbdu2Cb1e7y2j0+lEUVGRd/6R2K5997U333yzXz990/A1/43Jzs4Wr776qrjhhhvEmDFj/J6aKCoqanUdfNfxzDPP9GtfiMa0bq2tpxDK33uVSiVycnK88zpjP9OWYH5Lm/8OARCvv/66X5mlS5cqjk1iY2MDHqMG8s033yjqDw8PFy+//LLYtGmTePPNNwOmhvvwww+FEEKsWbNGMf20007zq3/BggWKMqE8pd4Zn8FXX30lHn74YXHRRRcFfIq++W8kAEVK8R07dijmTZkyRbHs22+/rZgfKI1qa3zf16efftqvzPXXX9/iPinQ74jv07hNWjuuc7vdIjk5WfFd8P09EsL/O+WbHt33N+/aa68N6f1oqa8ajUZs375dUaahoUEMHTpUUe6NN97wzt+wYYN4+umnxfTp08WkSZP8np71PR955plnvPM6ctwky7LiKcTY2FhRVlamWH7Lli2K76vv71RnPbkGNKbO9X1q7Nlnn1WUmTlzpndeR3+/m/gevz711FN+ZYiIiIiIqGfq8uBa09/QoUNFYWGhoq7OCK6NHTtWUce4cePE008/LTZu3Oh3YT6QUIJrYWFhAes899xzFeXy8vK885qPGZWYmBiwD77jRjQFufbs2aOYbjabxeWXXy7ef/99xUWtlviO8zZ8+HDx6KOPilWrVvldxGyPoqIixcXshIQEvxPy8ePHK/oQ6ELXSy+91OYFIafTKZYvX+6XckuIzgmuffzxxy2e2Pqm13znnXdCqjuYC4KLFy9WlGk+JtKWLVsU8+677z6/5UPV3uCaWq32u3AiRGOQuHlaoDFjxgSsq3naSKPRqPg++X4XP/nkE7/lfS/wNN9WFi1apJg3ffr0gH148MEHW/y85s+fr5iXlJQkZs6cKb755htRXl7e4nsUrAEDBnjrbhrbpSW33Xaboi9N6aqa+KbvSk5O9vv+eTweRYoynU4X8PPbt2+foq62gmuBxnjzvajsO3aU7zbum+4slAtkAwcODPieNb+hQK1WBywTii1btvgF1qKjo/1+y9rS2m/da6+9ppgXKC3toUOHFGWuv/56xfxJkyZ550mSJAoKCrzzRo0apfgNa/75//Of/1TU+/333/u1vWrVKkWZxx9/PKj1aktH9vsNDQ2KoFl4eHiLaY1nzJjR4v77SGzXvvva5scHTWpraxXr47tvDESWZbFz507xn//8R1G/b/DMdx2bX1Bvbtq0aYpye/bs8SvjO3bfBx98IITovP1MW9r6LfXdHtPT01u8EWXChAmKsitXrgyqD7IsB53+2Pe3rCuDa139GdTU1IglS5b4jRHrG5w68cQTvfP0er0idfOUKVMU/QuUNrI1zdsNCwsLeBzru37p6eneeb7bR0tj5gnR+nGd77xAARUhGreV9PR0Rdnmx+6+v3nfffddSO9HS/05//zzA5Z78803FeUCpbH35XQ6xZo1a/xSrTbfz3XkuMk3OHXZZZcFLNe3b9+An6kQnRtcCxTUWr9+vaJM89SUnfH7LURjALI933siIiIiIup+HU4L2ZR+b9euXdi5cye2b9+OX375BW+88QYGDhzoLffHH3/g/PPPhxAi5DZaW+app56CTqfzvl6zZg3+9a9/YfTo0bBarTj77LPx/PPPK1IXtlefPn0UaemaNE8LBcCblq62thYlJSXe6YWFhX5pNFUqFd5++23F8k3pUTIyMnDzzTd7p9fX1+PDDz/ElVdeid69eyMlJQVXXXUVvvzyS0UqvCazZs1CRESE9/X27dsxa9YsnHbaabBarTj11FPx+OOP48CBA6G/GQDeffddRbuXXXYZ1Gq1oszVV1+teP3mm2/61XPw4EHF68zMTL8yWq0WZ599NmJjY9vV17ZcfPHFiIqK8r5unpar+f8tFkvQaYNCMXnyZMW6NU/t5psSsnnqpSMtKSlJkSKnSU5OjiIt0Lp16wJu681TptntdmRnZ7fYVvM0kk1a+q4BjalNmxsxYkTAeluaDjSmlTvxxBO9rw8fPoy5c+diypQpiImJwdChQ3HnnXdi7dq1LdbRmqa0cAAQHh7eYrmGhgbFdqfVanHppZcqypx55plITU31vi4oKPBLV1RdXa1IUda/f/+An196enrAFGUt6devn9+05vVarVbExcW1OB+AIhVhqAJtG4By+2hP+rnm1qxZg7POOgvl5eXeaXq9Hp999hkSEhI6VHdz+/fvV7y+8cYb/b43zT9nAIoUWkBjKscmsizjk08+AdCYtm3z5s3eedOmTVN8Dr5tT5o0ya/t0047rdW226sj+/2cnBw4HA7v61GjRinS1TXn2/8dO3a02Keu3q7j4uLQq1cvv+lhYWGKNM12u12x3QGNx0G//vorZs+ejXPOOQfR0dHIzMzEvffeG3T7QMvfHd9tYcCAAX7bgm+q56Ztoav2M6Has2eP4vVpp52mSLnpO6+51raL5lQqFRYtWqRI6d1ccnKyX91N6+y7jQY6bnO5XIrXvmkiW9LZn0FpaSnefvttXHvttRg8eDAiIiJwwQUXYM2aNYpyvttb823E4XBgyZIlABqPX5cvX+6dd9555ymOT0OVmZkZMNV8enq64re1eWp1Xy19F9riu52dfvrpAcupVCqMHz9eMa217ay9/fF1wgknBJze/NgGgDelZ3MNDQ346quvcOedd+KUU05BeHg4xo0bp0i1Cig/944cN/nudz7++OOAx47Nfy/2798Pp9PZ8hvQAaEed3bG7zfQmIbXaDR6Xzc/ViQiIiIiop6tw8G1gQMHev8GDRqEYcOG4bTTTsONN96IdevWKcZT2Lp1K7755psW62opiBboAkST8ePH49dff/W7mAE0jgvy008/4Z577kHv3r3xz3/+s0MXdK1Wa8DpzYN7zdXU1LSrnabxOQDg1VdfxYsvvoikpCS/cvn5+Xj//ffxl7/8Bf369VNcuAAag3MbNmzABRdc4Bf0cjqdWLNmDR5++GFkZGTg2muvDTgOQGt8g4IvvPCC30ll0xgfTbZu3aq42As0BiGb64qx+dqi1+sVQas//vgDWVlZyM7Oxrp167zTL7300hYv4naERqPBZZdd5n29Z88eZGVlAVAG1zIzMzF8+PBObz9YzQOQzXXGtu4r0Petpe8aAMWYFwAUFyraqreJwWDAihUrcOutt/pdmBRCICsrC3PnzsW4ceNw6qmn+gUI2tL84mdrwbUvv/xSMf6Jy+VCbGys4rslSRIOHTqkWM53XMNg35O2+uMr0AXf5uPLBKqr+fyOCnVfHKoVK1Zg0qRJivGO9Ho9vvjiC5x55pmd0kaT9nx3fL83F110kWJ8so8++giA//iR1113Xae33V4d2e83/24A/hc/m/PdZ7XW/67erlv77fCtu2nMWgD4+eef0b9/f5x22ml49NFH8eOPP6KyshIajQYnn3xy0O0DnbsPb3ovu2o/E6qu2i58xcTEYPXq1Xj22WcxbNgwGAwGxMTE4JprrsGmTZsQExOjKN/03fRdd9+x2QDl5w60/nvVXGd9BjabDTfeeCOSkpIwY8YMvPPOO9i5cydkWUZCQkLAAHRz06dPV9yE1nSj0LJly9DQ0KAo1xHBfpcaGhpavNGipe9CW7pqO2tvf3wFe+zju8289NJLSEhIwMUXX4y5c+diw4YNaGhoQFhYWKvHnR05bmrvsWMoYxGGItTjzs78DW2+3fp+NkRERERE1HP5P4bViSIiIvCXv/wFL7/8snfaxo0bceGFFwYs31IQra2TjNGjR+OXX35Bbm4ulixZgh9//BFr165VPDXmdDrx7LPPwmQyYfbs2aGvDOAXoGqL7wlu3759/Z4sCaR5IE2lUmHmzJm4/fbbsWbNGnz33XdYsWIFtm7dqrhz/9ChQ5gyZQq2b9+uuAM+IyMD33zzDYqLi/Htt9/ixx9/xK+//qq4m1eWZbzzzjsQQuCdd94Jat1Wr17td/dusObPn6+469v3LuquOmluy4wZMxTb6pdffun3GV577bVd1v5VV12Fl156yfv6v//9L/R6veJO545ekOqoli5o+b5P48eP9wv0BJKWltbivFC/b74XxlvajnwvXvoKDw/HK6+8gmeeeQY//PADfvjhB/zyyy/YtWuX4gaANWvW4Nxzz0VWVla7gjqtrd+CBQtCrg8AvvvuO+Tl5SElJQVA8O8J0Pb70lxbAYXODKQFEuq2EYrVq1fjggsuUPzumM1mfP3115gwYUKnt+f73Xn++ecxefLkVpfx3d50Oh2uvPJKvPjiiwCALVu2IC8vT/EEbEZGBsaNG9dq24sWLcKwYcNabTvQ0zDt0ZH9fnx8vOK178Xu5ioqKhSvW7sQ3tXbte/TaM35XqRtutD622+/4fzzz/cGJvr06YMbbrgBp512GkaMGAGDwdApAT7fbWH16tWKgG0gTU8eddV+JlRdtV0Eotfrce+99/o9OQhAkSlBpVJ5n8pMSUmBRqPxHuuWlpb6LVtcXKx4HezTTJ31GcyYMcP75CvQ+KT8lClTcMoppyAtLQ2zZs3CnDlzWlw+NjYW5557rveJtWXLlsFmsyluErJYLJgyZUqb69SasrKyFuc1/y6ZTKYWfy/ae6NUV21nnXXjlm+bTXxvaGgeSJo3bx5mzpzpfX3qqafiiiuuwNixYzF48GD88ssvOOuss1pss73HTb77nb///e+YNWtWm+sY6vc1WB09z2vP73eT5k/ZdsVNfERERERE1DW6NLgG+F+Man4SqtVqFfN8T/yAxvRIwdxRXFRUhIiICNx666249dZbAQD79u3D559/jgcffNB7crdgwYJ2B9dCFRkZCavV6r3IUVhYiH79+vmt944dO5CQkNDihSy3243c3FyMHz/em2LG4XBg48aN+L//+z98//333mkffPABHnvsMcXy5eXlkCQJ1113nffJhby8PCxZsgR3332396LdRx99hNdff73VO56btPfiP9CY9uX555/3Xgzq27evYv727dsVT3EBjXe/Tp06FQkJCcjMzMSwYcO8T5C0lPYpVMOHD8fIkSOxZcsWAMDixYsV78WAAQMwduzYkOsNtn8jR45EZmamN2XM559/7vdZdHdwzXfbbdK7d2/F68OHDyvSwjb57bff0Ldv3y55esG3D7/99lvAcps2bWqzLpvNhvLyckydOhVTp04F0Hix8ueff8Z9993nTaW6b98+/Prrr0EHXSwWi3cf2NIFzuzsbEX6zFB4PB7FPs5qtSIyMtLbZnZ2Nmpqavze/3379nVbULsn2b17N6ZMmaIIrFmtVixbtgxjxozpkjb79OmjeF1fX+/33amqqkJhYSH69+8fMDUx0HhRvCm4BgAvvviiIjAf6MYA37adTqdf20VFRairq0Pfvn07NWjakf1+UlISdDqdNzXY5s2bYbPZAl6Q/OWXXxSv2woedqXa2lr88ccfGDp0qGK63W7Hvn37vK8tFov3eOCZZ57x/kbrdDqsW7dOcXE/1O9tS/vwPn364I8//vC+FkL4bQu5ubkB05wdqf1MW7+lvtvzqlWrIIQIuFxHtgubzYaCggIUFBRg6NChimM3t9vtfeocaAyONQWStVot0tPTsXv3bgCNx4RVVVWK9IhN85oMHjw4qD51xmewd+9eRWDtjjvuwNy5cxVlgnlS56qrrvIG12w2GxYvXqy4sewvf/lLhzMU7N69GxUVFX5Pe+Xk5Cj66Htc0FxL34W2+G5nv/zyCx5++GG/ck2pXJvz/e53Rn98tZS22veYqPl6NA+YnnjiiVi5cqUi0BTM596e4ybf97K0tDTgseOWLVswaNCgHhd06qzf76ZyTdq6sYGIiIiIiHqOLn28wOl0YunSpYppzS+o+Y63EOhJKN/xpppbvHgxxo4di8jISCQmJuLf//63Yn7//v1x//33K+7ODHSncFfxHa/GbrcrnkwCGgNfp5xyCmJiYpCYmIjzzjvPO+bGbbfdhszMTJhMJqSnpyuCAnq9HuPHj8dNN92kqK9p/davX4/TTz8dcXFx3nRFzaWkpODmm29WPOXmcrmCuvBVW1uLzz77zPvaYDDgt99+U4y/5/vXfJyruro6fPzxx97XZ5xxhqL+Dz74wO9Efvny5Vi8eDHmz5+PO++8E08++aR3nu8F39bSiLal+dhFW7ZsUYwv0t6n1kLp35VXXun9f1ZWFl599VXv6zFjxvidyB9pLV3cjIqKUlw0OnDggOKpGaDxYtiJJ54Iq9WK1NRUv/F7Omrs2LGK9/qbb77x26eUlpbirbfeCrh8TU0NJk+ejN69eyMsLAwnnXSSIuBvtVpx8cUX44ILLvCrM1jNx1tq6W73hQsXKu70vu2221r9bvkGut9++21F+ttTTz3V+3+3240XXnjBr83m36fjVX19PS666CLFBS6z2Yzly5d3WWAN8B+v5/XXX/e70eTpp59GZmYmzGYzhg8frrgA3mTIkCEYPXq093Xzi+JqtTrg98237eeee84vhdpdd93lDRCMGjUKK1asCH7lWtGR/b5er8f555/vLVdTUxPwaZrffvtNkRrTYDBg0qRJndL/9grUz7feekuRlnnMmDHefdn27du90zUajV+wZNGiRSG139I+3HdbeOaZZxSvhRCYPn060tLSYLVaMXbsWEXw9kjsZ9r6Le3du7fiWGP//v2YN2+eXz3Lli1TbMcJCQlBp9d87733YDabkZGRgTPPPBPvvvuuYv4nn3yi+P76jpV59tlne/8vhFAcS9XU1ChurOjVq1erwRhfHf0Mmm9rgH+awvr6em/QrDVTpkxRHN//61//UhxbdsZNQm63G0888YTf9ObZBwDle+KrvTdmnXrqqYqxF3/++WcsW7bMr9y8efMUY3KNGjUq4JiLHe2Pr/Xr1/t9Ti6Xy++9aXqSubS0VDH+Wnh4uN8TXJ9++mnAtjp63DR06FDFU2g///yzX+r477//HqNGjYLFYkF6ejruv//+Vtf/SOqs32+n06lIm9pV40sTEREREVEXECECoPjbtWuX4m/nzp1i69at4ssvvxSnnnqqoqxKpRIHDhxQ1JecnKwo89BDDwmbzSbsdrt45513RFhYmGJ+Wlqad9kdO3YISZIU82+55RaxYsUKsX37drF06VLxl7/8RTH/xBNPVLR/9dVXK+ZnZ2e3uL6nn356wPektToWL16smCdJkrjvvvvE6tWrxfLly8XJJ5+smP/3v//du+y//vUvxbyEhATx2muviY0bN4qNGzeKBQsWiL59+yrKvPTSS0IIIUpLS4XZbFbMmzZtmvj+++/F9u3bxY8//ij+8Y9/KObHxMQIj8fT5jYwf/58xXJTp05tc5nnn39escyoUaMU88eNG6eYP2LECPHVV1+Jbdu2ibffflvEx8cr5n/88cfeZbds2eK3jaxZs0Z8+umnory8XAghxIoVKxRlZs2aFbCfVVVVwmg0+m3narVaHD58OOAybdX93HPPKeaff/75YtOmTeKjjz7yqysvL89vm276e+WVV9p8n4OVlpbW6nbfXDDfASGEeOmllxRlDQaD+L//+z+xfv168fXXX4uMjAzF/Pvvv1+xfFvfRSHafq+nTp2qmJ+UlCQWLlwofvvtN/Hf//5XDBgwwO99bV6H7/dx1KhR4tNPPxXbtm0Tq1evFv/3f//n9736/fffg3jHG/31r3/1LpeSkuI33+PxiJSUFEX9v/32W6t1Op1OERMTo1hmyZIl3vlfffWV3z7ozjvvFBs2bBBr1qwRV111ld970nw/K0Rwn03zbcp3eSHa/uxOP/10xfzmsrOzFfOuvvrqgO9Fa3W05cEHH/R7Hx588EG/37imv9zc3KDrbqv/J554omL+oEGDxKJFi8TmzZvF008/LdRqteLz27FjR8B25s2bF3Dfcd555wUs39DQIBITExVlx40bJxYvXiw2bdok7rvvPsW8sLAwUVZWFvR6taUj+/3ly5f7reeVV14pVq5cKbZt2yZeeOEFERkZqZh/3333Kdo/Etu1774WaPzNXLFihdiyZYuYNWuW0Gg0ivmLFi3yLu+7bUyePFn8+uuv4tdffxV33nmn37JjxowJeR2FEKKoqMjvt+/CCy8U3333nVi/fr1fPampqcLpdHqX74z9TFuC+S196623/Poxc+ZMsXbtWrFp0yYxe/ZsYTAYFGVeffXVoPtw6NAhxW+01WoVCxYsENu2bRMvv/yy4vfBbDaLQ4cOKZZfu3atou2YmBjx3//+V6xfv15MnjxZMc/3N7ItHf0MfI9XzWazmDdvnti6dav44IMPxJAhQ/yW//777wP2xff4sukvPj5euN3ukNarSaD6rr/+erFmzRqxYcMGcfvtt/vN37Bhg3f5UPZXbX2vH3roIcV8g8EgZs2aJTZt2iTWrVsn7rrrLr9juW+//VZRR0d+r1rrKwBhNBrFE088IbZs2SJ+/PFHceaZZyrmR0dHC5vNJoQQorq6WqhUKr995ebNm8WyZcvEBRdc4Ff/Aw884G2/o8dNd999t2JeRESEePnll73f7YSEBMX8N954I+j3sa3PfNasWYr5K1as8Ht/j8Tv98GDBxV1fPDBB8F89ERERERE1AN0OLgWyt8NN9zgV9+tt97qV06SJMVJafMTK9+LMYFOplv7+/TTTxXLd3VwTQghpkyZElTfIiIiFMtWVFSI1NTUoNctKSlJVFZWepf3vRDV1t8zzzzT1scvhPA/kW5+wbMlhYWFihNMAGLbtm3e+b///nvAoFagv3HjxikuzlRUVPhdGGj6W7t2rRAi+OCaEEJcccUVfvVccMEFLZZvq27fC15Nf3q9PmB9EyZM8Cur0WhESUlJm+9zsLoiuOZ0OsXIkSOD+gzT0tJEVVWVYvnOCK7t3bvX7yKO719CQoJie2lex7p164RWqw36O9NS0KIlTz31lHdZSZKE3W5XzF+2bJmi/gEDBgRV7y233KJY7sILL/TOk2VZTJo0qc11aR5kOd6CazU1NSIiIiKk/WVr3wVfbfV/7dq1QqfTBdXunXfe2WI71dXVwmQy+S3z+eeft7jM559/3uL+0/fvxRdfDGm92tKR/b4Q/hdlW/sbM2aMaGhoUCx/pINrarW6zff6zDPPFLIse5d/+OGHQ9ouMzIyQl7HJqEcM3z55ZeKZTtjP9OWYH9LfW+qau3vkksuUbzfwZg+fXpQdb/22msBl582bVqby8bHx/v9Rralo59BVVWVsFgsIW1vgW4SEkKIX3/9NWD5O+64I6R1aq55Pb5B5UB/vvujzgyuOZ1OccoppwT9Pt19991+bXRVcC0pKanN/ixcuFBRx/jx40P63Jufz3X0uCmUc51Ro0YJl8sV9Pt4JIJrnfH7/eWXXyrK7d27N2A5IiIiIiLqebo0LWRzEydODJiiZs6cOUhPT1dMk2UZsixDkiTMmTNHkf7J1/PPP49//OMfbbav0Wjwn//8B3/7299C73wHLVq0qNV1ABrT73zzzTeK8SEiIyOxfPlyRerGlqSmpmLZsmWKVDx33303HnnkkTbHyVGpVLjzzjtx7733ttnOjh07sGHDBu9rk8kU1MD0CQkJfoOhN0/XNHToUCxdutQvDZGv0aNH48svv1SkrImMjMS5554bsHx+fn6bffPVPDVkk/amhASACRMmKFIINXE4HAFTCgZK33bOOef0+DQxWq0Wy5YtU6SmCyQtLQ3Lli1TpGvtLP3798fXX3/tHc/PV2xsLJYsWdLid+KUU07B559/HlTfzjjjDHz00Uch9a9pnECgcT+3bds2xXzfFI++KcVacvnllytef/vtt940TyqVCh9//HGLqQ1VKhVmz56N8847L6i2jkVLly4NamzPrjJmzJigtrvp06f7petrLjw83O83LiYmptV99CWXXII33nijzTGQ7rvvPsycObPVMqHqyH4fAJ599lk88cQT0Ol0rS5/8cUX44cffoBer+9wnzsiJiYGr7/+eov7n5NOOgmfffaZIj3cfffdh+HDh7da58iRI72vDxw40O5tOZhjBrVajblz53rHVGpyJPYzwf6Wfvjhh7jzzjvbTLN300034eOPPw45Hd/LL7+ME044ocX5Op0OL774Im6++eaA899+++1Wx+mMiIjA4sWLQ/6N7OhnYLVa8dJLL7X6fvimVfVN4dfk1FNP9RtXEfD/rWqvkSNH4sEHH2xx/nnnnYfXX3+9U9oKpOl4p60Ul2q1Go8++iiee+65LuuLr3nz5rV6HDZ79my/VPGvvPJKq9vbiBEjFN+95p97R4+bIiMj8dNPPyEjI6PVZYcPH47Fixe3Om5Zd+iM3+/m4+FFRUWhf//+ndlFIiIiIiLqQp0eXFOpVNBqtTCbzejVqxemTJmCjz76CMuWLQs4EHVUVBQ2bdqEf/7zn0hPT4der0diYiIuvfRSrFmzJuAg4c1pNBrMnz8fa9aswYwZMzBw4ECYzWao1WpYrVaMGDECM2fOxPbt23HPPfd09uoGxWg0YsmSJfj666/xt7/9DampqTAYDDCZTBg6dCgeeOAB7Nq1K+DYEBkZGfj9998xf/58TJ48GYmJidDpdNDpdIiPj8fZZ5+NuXPnYseOHRg2bJjf8o8++ih+++033H777Rg2bBgsFgskSUJYWBgGDx6Mf/zjH1i3bh1eeOGFoC4w+V78P++882A2m4N6H6644grF648++gj19fXe12eccQb27duHRx99FKNGjYLVaoVGo0FcXBwmTpyIhQsXYu3atQGDTB999BFuvfVWJCcnQ6vVIj4+HpMmTWp1MPuWnH766ejXr5/3dVsXp9sSFhaGlStXYurUqYiIiIBer0dqaiqmT58e8CLmJZdc4veedsYYJUdCbGws1q1bh/feew8XXHABkpKSoNPpEBYWhlGjRuH//u//8Mcff2DQoEFd1ocJEyZgx44duPHGG5GSkgKdToc+ffrgrrvuQlZWluJCdCAXXngh9u7dizlz5mDcuHGIioqCRqOB0WhE7969cckll+Czzz7Dzz//HPLFz1GjRiEhIcH7ev369d7/l5WVYfHixYry06ZNC6resWPHKi5kejwexXc1MjISq1atwty5c3HiiSfCZDIhKioKU6ZMwc8//4xZs2aFtB7HmnXr1nV3FzBlyhTs2bMHDz/8MEaOHOnd7uLi4jBlyhQsXrwYH374IbRabav1+N4ccPnll7cZfLrhhhuQlZWFu+++G0OGDIHVaoVWq0VycjIuvfRSrFq1qtWgXkd0ZL8vSZL393PWrFkYNWoUoqOjvfvYyy67DMuXL8cXX3zRYsD9SLvxxhvx66+/YvLkybBarTAajRgxYgReeOEFrFmzBtHR0YryFosFq1evxoMPPogBAwZAp9PBaDRi0KBBuPPOO/Hbb7/hzjvv9Jb3eDwtjo8UjEcffRRbtmzBTTfdhIyMDISFhUGn06F379649tprsXXrVtxxxx0Bl+3q/Uywv6UGgwEvvPCC97hv2LBhiIiIgNFoRL9+/XDddddh06ZNeP3119v8PgUSFRWFdevW4amnnsKIESNgMplgNBrRv39/3HLLLfj9999bDUQ3jeX49ttv47TTTkNERAQMBgPS09Mxc+ZM7Nq1q82bVFrS0c/gmmuuwc8//4zzzjsPkZGR0Gg0iI2NxTnnnINPP/0U3333neKGuM8++8xvnMYmzceQBYB+/fq1e70Cefzxx/HNN9/gtNNOQ1hYGMLCwjB27FgsXLgQS5YsgdFo7LS2AomIiMCHH36ItWvX4qabbkJmZiYsFgvMZjMGDhyI2267DTt27MAjjzzSpf0I1K81a9bgxRdfxIgRI2A0GhEdHY0LLrgAK1euDLgNDBs2DFu3bsU111yD5ORk7/iOo0ePxrPPPos1a9YojoO3bdumGNO2o8dN6enp+P333/HKK6/grLPOQnx8PLRaLaxWK8aNG4eXX34ZGzduRGJiYte8aR3U0d/vLVu2eP/f0s2CRERERETUM6mEEKK7O0FEf6qpqUF8fLx3cHOj0YiSkpIec3GYOuaBBx7AU089BQCYPHkyli5d2s09IqKu0rt3b+Tm5gIA4uPjUVRU1M09Ijoy/v3vf+PJJ5/0vn7ooYfw2GOPtbu+5jeAnXzyyYqbU4iOVh6PB9HR0aiurgYAfPHFF7j44ou7uVdERERERBSsI5YWkoiCM3fuXG9gDWi8I5aBtWPHP/7xD+9FwhUrVsBms3Vzj4iIiDpPRUUF3nrrLcW0o+UJfKIjac2aNd7AWmJiIi644IJu7hEREREREYWCwTWibnbo0CH8+uuv2LhxI+bMmYM5c+Yo5gcaA46OXn379sXEiRMBAA0NDfjmm2+6uUdEREQds3LlSmzbtg1LlizBOeecoxgHb8yYMV2aDproaPXZZ595/3/TTTe1K1UtERERERF1H6aFJOpmS5YsaXFMt5EjR2LTpk1BjYdHR48NGzZgzJgxEEJgwoQJ+PHHH7u7S0TUBZgWko4Xo0aNUowd1dzixYs7NHYtwLSQdOyx2+1ITk5GZWUlIiMjkZ2dHfJYvkRERERE1L345BpRN+vVq1fA6ZGRkXjnnXcYWDsGnXzyyd4UWT/99BN27tzZzT0iIiJqv5aOZf7xj390OLBGdCx6//33UVlZCaBxjEIG1oiIiIiIjj4MrhF1s7S0NAwePBgREREICwtDZmYmbrzxRmzbtg1Dhgzp7u5RF3nqqadgMpkAAM8991w394aIiKj9xowZg5SUFOj1eiQnJ+OMM87Au+++i3nz5nV314h6HCEEXnjhBQDA4MGDceedd3Zvh4iIiIiIqF2YFpKIiIiIiIiIiIiIiIgoSHxyjYiIiIiIiIiIiIiIiChIDK4RERERERERERERERERBYnBNSIiIiIiIiIiIiIiIqIgMbhGREREREREREREREREFCQG14iIiIiIiIiIiIiIiIiCxOAaERERERERERERERERUZAYXCMiIiIiIiIiIiIiIiIKEoNrREREREREREREREREREFicI2IiIiIiIiIiIiIiIgoSAyuEREREREREREREREREQWJwTUiIiIiIiIiIiIiIiKiIDG4RkRERERERERERERERBQkBteIiIiIiIiIiIiIiIiIgsTgGhEREREREREREREREVGQGFwjIiIiIiIiIiIiIiIiChKDa0RERERERERERERERERBYnCNiIiIiIiIiIiIiIiIKEgMrhEREREREREREREREREFicE1IiIiIiIiIiIiIiIioiAxuEZEREREREREREREREQUJAbXiIiIiIiIiIiIiIiIiILE4BoRdZo//vgDf/3rXxEbGwudToe0tDTMnDkTVVVVinI7duzA1KlTERcXB4vFggkTJmDNmjV+9bndbjz33HMYOnQoDAYDLBYLTj/9dCxdutSvbE1NDf71r3+hf//+MBqNyMjIwGOPPQaHwxHSOixZsgRjx45FeHg4YmJicMUVVyA/P9+vXEVFBW699VYkJSXBaDRi2LBheOmllyDLckjtNXfBBRfg1FNPDarsvHnzoFKp8NZbb7W7PSIiIiKi4wnPV7r2fGXTpk244IILEBkZCavVivHjx2P58uXtbo+IiIioJ1MJIUR3d4KIjn579uzByJEjodVqccsttyA1NRXr1q3D+++/j0GDBmH9+vUICwvDrl27MHbsWBiNRtxyyy2wWCx45ZVXkJubi+XLl+P000/31nn99ddjwYIFmDRpEi644ALU19fjzTffxIEDB7BgwQJcd911AACn04kzzzwTGzZswIwZM3DiiSdizZo1eP/99zFp0iQsW7YMKpWqzXX46KOPcMUVV2DkyJG44oorUFlZieeffx5WqxVbtmxBXFwcAKCqqgpjxozB7t27MXXqVJx99tnYvn07FixYgKlTp+Lzzz8Pqr3m7rvvPvznP//BuHHjsHr16jbf6xNPPBE2mw1vvvkmrr/++pDaIiIiIiI63vB8pWvPV7777jtcdNFFSE5Oxi233AJJkvD666/jwIED+PrrrzFlypSQ2iMiIiLq8QQRUSc455xzhE6nEzt37lRMnzt3rgAgnnjiCSGEEOeee64wGAziwIED3jKlpaUiPj5eZGZmeqetWbNGABBXXnmlor7q6mqRlpYmrFarsNvtQggh5s+fLwCIp59+WlH29ttvFwDEsmXL2ux/XV2diImJEcOGDfPWK4QQq1atEgDEzTff7J12zz33CADi3nvvVdTx6quvCgBi4cKFbbbXpKysTPzlL38RAAQAMW7cuFbLO51OMXLkSKHX6wUA8eabbwbdFhERERHR8YrnK113vlJfXy8SExNFWlqaKCkp8U4vLy8XUVFRYuDAgUG3R0RERHS0YFpIIuqwhoYGrFq1CuPHj8egQYMU86666ioAwC+//ILi4mLvHY19+/b1lomJicGMGTOwc+dObNiwAQDw/fffAwBuuOEGRX3h4eGYOnUqqqur8dtvvwFoTLEybNgwv7ITJ04EAGzdurXNdfj2229RVlaGm2++GQaDwTt9/PjxGDt2LD788EM4nU4AwJdffgmTyYRHH31UUcdNN92E6OhozJs3r832AGD58uXo168fvv76a8yePTuoZR5++GHs3bsX//rXv4IqT0RERER0vOP5SqOuOl/56quvUFhYiNmzZyM2NtY7PSoqCi+++CIuv/xyb9+IiIiIjhUMrhFRh+l0OuzcuRNvvPGG37zi4mIAgFqt9p6InnLKKX7lTj75ZADwlrn77rvx22+/YdSoUa3WCQD33HMPtm/fjoiICEW5ppPU3r17t7kO69evb7VvNTU12L17NwAgLy8P6enpMJlMinKSJKFv377YunVrUGMZ7Ny5EyeddBI2btyIWbNmtVn+l19+wbPPPou5c+eiT58+bZYnIiIiIiKerzTpqvOVFStWAADOO+88AIAsy6irqwMAXHnllXjooYeg0+nabI+IiIjoaMLgGhF1WNNJWnp6ut+8p59+GgBw5plnegfaTklJ8SvXq1cvAEB2djYAwGq1Yvjw4Yq7MgFg//79+OKLLxAZGYnhw4f71dPQ0IDdu3fjySefxOOPP45Ro0bhkksuaXMdQulbWFgYampqAtZTVlYGp9OJioqKNtu86aabsHz5cpx44oltlq2qqsKVV16Jiy66CNdee22b5YmIiIiIqBHPV/7UFecru3btgslkgs1mw9/+9jeYTCZYLBb07dsX7777bpvtEBERER2NGFwjoi7zzjvvYOHChUhJScGNN96I6upqAI0ne76a7qqsr69vsb7q6mr89a9/hdPpxCOPPBLw7sfXXnsNgwYNwr///W9ERETgjTfegF6vb7OvofTt1FNPRU5ODtauXasot2nTJuTk5AAA7HZ7m20G068mN910E1wuF+bPnx/0MkRERERE1DKer7Qu2POVyspKSJKE8ePHw2az4Z133sHbb78Ni8WCa665Bi+99FJQ9RAREREdTRhcI6Iu8fbbb+P666+H2WzGf//7X1gsFgghWizfNE+SAu+WysrKcPbZZ2P79u2YNm0aZs6cGbDcuHHj8NVXX2Hu3LnQ6/UYO3Ysvv766zb7G0rfHnroIWg0Gvz1r3/Fp59+ipycHCxevBh//etfERUVBQDQarVtthms9957D4sWLcKCBQsQExPTafUSERERER2veL7SeecrDocDdXV1GDVqFL799lv8/e9/x7XXXot169YhNTUV//73v73BQSIiIqJjhaa7O0BEx55Zs2Zhzpw5CA8Px5IlS3DSSScBACwWCwDAZrP5LdM0zXccAgDYu3cvzj//fOzfvx/Tpk3DBx98AJVKFbDtprEQAGDq1KkYOnQobrvtNlx00UWw2+1+J3VqtRqxsbGKvvneoenbt9GjR+Orr77CDTfcgEsvvRRA492i999/Pw4dOoS33noLUVFRrbYXrJycHNx+++2YPn06Ro8ejbKyMgDwjmFQV1eHsrIyWK3WTj1BJiIiIiI6VvF8pfPOVwDAbDYDAG699VbFdJPJhCuuuAJPPPEE1q5di8mTJ4dULxEREVFPxifXiKjTuFwuXH311ZgzZw6SkpKwatUqjB8/3ju/T58+AP4cL6C5lsYQWLt2LcaOHYv9+/fj9ttvx8cffxx0ECk1NRWnn3468vPzUVxcjEWLFiExMVHx13QiHWrfzj//fOTm5mLz5s1Yt24diouL8fDDD2Pfvn1ISUmBTqdrtb1grVy5EjU1Nfjoo48QGxvr/bv99tsBAHfddRdiY2OxZs2akOolIiIiIjre8Hyl889XmtYDABISEvzmxcfHAwCfXCMiIqJjDp9cI6JO4fF48Pe//x1ffPEFhgwZgqVLl/qdeJ500kmQJAkbN270W37Dhg0AgLFjx3qnrVmzBhMnToTdbsdzzz2Hu+++O2Db5557Lvbv3489e/ZArVYr5tXW1kKlUsFgMGDSpElYvny5Yr7RaATw5x2kGzduxNChQ/36ZrVakZmZCQD49ddfsXPnTtx4440YOXKkt1xVVRXWrVvnvTu0tfaCFagOAPjhhx/w7LPP4u6778bkyZMDDpZORERERESNeL7SNecrTX1bsmQJfv/9dwwZMkQxb//+/QD+DA4SERERHTMEEVEnuP/++wUAMXr0aFFZWdliuYkTJwqj0SgOHDjgnVZaWiri4+PF8OHDvdMKCgpETEyMUKlU4oMPPmi17RtuuEEAEAsWLFBMX7VqlZAkSUyYMKHN/tfX14vIyEgxfPhw0dDQoKgDgLjjjju802bPni0AiJ9++klRx4033ihUKpXYtm1bm+0FAkCMGzcuqLILFy4UAMSbb77ZrraIiIiIiI4nPF/puvOVgwcPCp1OJ4YOHSrq6uq80wsKCoTVahX9+vUTsiy3q00iIiKinkolRCuj4hIRBSE7OxsZGRnweDx48sknkZyc7FcmLi4OEydORFZWFsaMGQOLxYK77roLer0er7zyCg4dOoQff/wRp556KgDg+uuvx4IFC3DyySfjtttuC9ju2WefjYSEBBQVFeHkk09GUVERrr/+egwfPhw7duzAvHnzEBERgdWrVyM9Pb3N9XjnnXdw7bXXYtSoUZgxYwaKi4vx/PPPIzo6GuvXr0dcXBwAoLCwECeeeCLcbjfuuOMOJCQkYPHixViyZAlmzZqF2bNnt+t9VKlUGDduHFavXh10X998801cf/317WqPiIiIiOh4wPOVrj9fefnll3HHHXcgMzMT//jHP9DQ0IBXXnkFZWVlWLZsGc4888x2tUlERETUY3V3dI+Ijn6vvfaaANDqX/M7HLdt2yYmT54sLBaLsFqtYsKECWLdunWKOuPi4tqsc/ny5d7yRUVF4sYbbxSJiYlCo9GI5ORkccMNN4iCgoKQ1uWzzz4TI0eOFHq9XiQkJIgrr7xS5OXl+ZXbu3ev+Nvf/iYSEhJEWFiYOPnkk8Unn3wS4jun5Ps+tYZPrhERERERBYfnK0fmfGXJkiVi/Pjxwmw2C6vVKiZPniw2btzYoTaJiIiIeio+uUZEREREREREREREREQUJKm7O0BEREREREREREREREQUig0bNkCj0eDHH38Mepl3330XI0aMgNlsRmJiIm699VZUVlaG3DaDa0RERERERERERERERHTU2LdvHy6++GJ4PJ6gl3nyySdxzTXXIDo6Gs888wwuv/xyvPXWWzjzzDNht9tDal8TaoeJiIiIiIiIiIiIiIiIusOXX36JGTNmhPTEWV5eHmbPno1zzz0X3377LSSp8dmzE044AVdeeSVefvll/POf/wy6Pj65RkRERERERERERERERD3e+eefj7/85S9ITEzEZZddFvRyH3/8MZxOJ2bOnOkNrAHA5ZdfjuTkZCxcuDCkfjC4RkRERERERERERERERD3e7t278cQTT2Dr1q3IyMgIern169cDAE455RTFdJVKhdGjR2P37t2orq4Ouj6mhSQiIiIiIiIiIiIiIjqGNTQ0wOl0dnc3/AghoFKpFNP0ej30en3A8jt37mxxXmvy8/MRFhaGiIgIv3m9evUCAOTk5GD48OFB1cfgGhERERERERERERER0TGqoaEBUREJsDuCfzLrSAkLC0NdXZ1i2qxZszB79uyA5dsTWAOA6upqhIWFBZxnMpkAAPX19UHXx+AaERERERERERERERHRMcrpdMLuqMYlE1+EVmPs7u54udx2/PeHO5GXl4fw8HDv9PYG0FojhGhzXvOx2NrC4BoREREREREREREREdExTqsxQqftOcG1JuHh4YrgWlewWCwoLi4OOM9mswFAwJSRLWFwjYiIiIiIiIiIiIiI6BgnSyrIkqrtgkfIkexLnz59sHXrVtTW1sJisSjm5efnQ5IkJCcnB11f8M+4ERERERERERERERERER1lTj75ZADAxo0bFdOFENi4cSOGDBniF3RrDYNrREREREREREREREREdMyaNm0atFot/vOf/yjGX/vggw9w+PBhXHPNNSHVx7SQRERERERERERERERExzoJED0oLWRXPf518OBBrF27Fv369cOYMWMAAGlpaXjwwQcxe/ZsTJw4EdOmTcPevXvx0ksv4aSTTsJNN90UUht8co2IiIiIiIiIiIiIiIiOCatWrcKVV16JefPmKabPmjULr7/+Og4fPozbbrsNixYtwg033IDvv/8eRqMxpDZUovnzb0RERERERERERERERHTMqKmpgdVqxbQL50OrNXV3d7xcLhs+XXwDqqurER4e3t3dCQnTQhIRERERERERERERER3jZLUKsrrnpIWU5Z7Tl1AxLSQRERERERERERERERFRkBhcIyIiIiIiIiIiIiIiIgoS00ISEREREREREREREREd42RJBVnqOakYe1JfQsUn14iIiIiIiIiIiIiIiIiCxOAaERERERERERERERERUZCYFpKIiIioA2w2GwwGA3bu3InMzExIEu9dIiIiIiKi7ieEgM1mQ0NDAyorypHeP6O7u0RE3YxpITsPg2tERERE7ZSVlaV4vXPnTgwZMqSbekNERERERNRICIEdO3YoptXX18NsNndTj4iIji0MrhERERG1Q1NgLe6DZ6EtLwQAlP7tVmQBDLAREREREVG3KSkpQUlJCQAgc/8LAAC7Pg7ZuBx62Yb+w0Z3Z/eIiI4JDK4RERERtcLpdKKyshJxcXHweDwoLS1FeXk5ACDppXugEsJbNvKHRSi+5t/d1VUiIiIiIjrOVFZWQqPRwGQyQaVSYefOnd55TYE1ADA6GoNtDsl0xPtIRD2HUKkgelAqRqHqOX0JFYNrRERERAHY7XYcOHDA+7q0tFQxP2nuPVBBKKY19Mk8In0jIiIiIqLj2/69u9Dg9LQ4v3lgrTm9Xt9VXSIiOq4wuEZERETHtUBjETQ3aNAgqNVq7+uGhgZkb1nvF1gDAF3BAb9pRERERERE7ZWfn4+qqqoW5/umpN+9+RdE1Wa1UBpwuVyd1TUiouMag2tERER0XNuzZw8AoO+AA3C5tMg7mKqY3zywBgA6nQ5CZwhYl7a0oGs6SUREREREx6WmwFpsn21w2iyoLk73zktLS/Mrb47rgwZXMVAduD5Zlruim0R0lJDVKsjqnpOKsSf1JVRSd3eAiIiIqDu53W4AgBBAfm4iBGSo1C6odQ3Qav3v6hRCAHLg9CtNh4Q8YSUiIiIios4S22crHHVhqCnuDUCGwVIKFdwwGPxv+nPWV0DjtgWsx1yf3bUdJSI6jjC4RkRERMe9hORCuN0ayB41EmKi4fF4AKFC//7D/cqqVCoIdesP//uOz0ZERERERBSqmpoaAICk9sBpC4dKdiIuJhbOKj3i4uKg1Wr9llFr9HBrTAHrSypZ3qX9JSI6njC4RkRERMcth8MBADBbbNDp3EhOOYzCslIMGzIKA/qPQPbu7XA6nd7ysixj19b10Bfsb7Xe0tJSZGVleZ+KIyIiIiIiCtWhQ4e8/7fEH4LWYkd1STYyh4+FWqXFwR2bFOVLi/JRb7PBWrs3YH1aTz0AICsrC3v/lx6fiI4vsqTqcX9HK465RkRERMetffv2KV5r9S6o/pfcsby8HHZZi707fofK7QAkLYSkRtgfG2Bdu6zFOmM+fxVlf70VAOB0OqHR8HCLiIiIiIjaxxKbAwCQJECtscMhGp+VOFyQC2iM2Ln5VwiNHoAKKpUKffI/gcFV2WJ9hoZiNBji4XT5p8AnIqLg8WoPERERHdf0hgbv/2WPBBUk/JG1HQCg1nhg+GMbTLu3QHv4IAAJElofT01fcADJc+9GwcznodPpurLrRERERER0jBJCAABM1j9TzrudJnjUVuz4YwtUGgBwIaFyLUz2Amjk+qBSlPXN/wiV4UNRGHd2l/SbiOh4weAaERERHdeSUg97/6/Tu9Fv4EHv64qyCFSmJCHy58/+N6X1wJqvAwcOYMCAAZ3RTSIiIiIiOo5kZ2f7TYtMPqB4XXpwCEyOQujk+pDqjqz5g8E1ouOULEmQpZ4zWlhP6kuojt6eExEREXWA3W4HAGTv7dtiGb3RAY81pt1tuJhqhYiIiIiI2sFmswEAXA5ji2XUagdsxpR2t7Fz5852L0tEdLxjcI2IiIiOSwcONN712bu//x2hTYxGOyRJD1dkbMj1J829GwBQXx/aXaRERERERERNtHp7i/PMMUUoih3Xrnr1jnLIsgxZDi07BxERNWJaSCIiIjpuaXVOqNUtn0y6XRqoVALu6ERoK0tbLBeI6n//NqVzMRkN6Nsvvb1dJSIiIiKi40x8+qZW58seLYSqfeM898t7DzvT7/I+vTZgwABotdp21UVERw8hqSAkVdsFj5Ce1JdQMbhGREREx634pOKA0wvyYmG3mSCEgGHneuj3/96u+pPn3g1Zb0ThTf8Hm70BlZWViIyM7EiXiYiIiIjoGHfo0KEW57ndGlQdGgAhqwGPA6mFX7e7ncz9L6DekIzcXtOwZ88eDBkypN11EREdbxhcIyIiouNOeXk5AEBvcCqmyzJQUxkOe30Ykub+ExI6niJFctiRPPduFMx8HgUFBSgoKOBJKxERERERtaimpibgdLdTh+qiftDUlqBf4Zed0pa5oQCZ+1/AzvS7kJWVhbS0NFgslk6pm4joWMYx14iIiOi4IssyCgsL/abbbXpUlEahvDQWmsKcTgmsNZc8924Y9v8BAHA6nW2UJiIiIiKi41FWVhYAIDpNmT3DXhuFqvwMuJ1hSCpd2entZu5/AQCQm5vb6XUTUc8hq1U97u9oxeAaERERHVd27doFAOg38IB3WlVlGAoOJaGiQg/8+C3kqES4w6M7vW3ztl8AAHv37u30uo9mWVlZyMrKQmlpaOPaEREREREdi1QqDzRaB4DG7BoV+RmoKUoFXA3QenJRmDCpk28FbGQp3wzgz3GjCSguLvaerxARNce0kERERHRcEUJArXEDAOprjSgsSIAsnND/9zMYtm0DANhtNhRfeR/C130Hy9aVAAAZQO2Yc1E/bBwgSYhcvgjGEMZikwFUTLsR5rBa1NdakJWVBaNBi37pAzp5DY8ue/bs8f5fknjfFxEREREdv8rKygAAcf22AgAq8/rD6QiDRq5Gcr886HSN5zGHtmuxt89N6J2/CAZXJQDAKZlxOPFc2HXxUMsN6Jv3ETRyQ9Bt1xt6oT48s/H/9fXIyspCQkICYmJiOnMVjzq8AZCIWsLgGhERER03msYu6J3emOpEb3T8b46Abv+fT7IZN2yBvD8HNbfeivoR4yFUEoRGC1FfCdPcuRAGIypunAHNmHMR/d/XobHVttqu2xKJ0qtnwmhqQEJyCWqq7SgrjoG9wYWsrKzjegw2l8vl/X94eHg39oSIiIiIqHsVFRUpXmsMdXA2mKGSHd7AGgCkDq9DeaEH2arpkGQHBNQQUMFoKkVqWi6K92mwL+06RNTuQmLZijbbLTOmozT+HPSqWg6LMx95kRNRa+zn7c/xHmAjOpbIkgqy1HNSMfakvoSKwTUiIiI6bhw6dEjxWqOR0TcjGwf39gY8bsU8qbwcpjlzAEs44GgAnM4/82nX1CDssSdQ99C/UXfSBET88lWLbbpNFpTMeACR0ZWIjGkM7oVbaxFurUVZcTSqKyOO2wCbEAIAEOvYhlL9CGg0PDQlIiIiouObNWGf9/+W2ELow2pQld8XQJ2iXHSiHZHxOZBlCZIko3kSiMQBbshyLnL3Dkd82a+QoDzXae6w9WTUWoeid8ViGN3lAICUyh+ASmBn0s0oKiqCx+NBfHx8p67n0YCpIImoNcy9Q0RERMcVtcaN4sJoHMpNQEWZtfEkVCUDTqdfWQmAVFsDqXlgrbnfN8OWeVKr7ZXNuEcRWGsuJr4ckdEVAIBdu3aGvjJHuR07dgAAYl2NJ612u707u0NERERE1G2ajoXdDhOqCvqgqqAvnHYzJLULKuEJuIwkNd4wGCi7uiQBkqMCh5KmtNimWzKgOvJE9Cv71BtYay7z8OsAGlMjejyB+3Cs00hO9Ine3d3dIKIeiLcHExER0XGh6Skp16EcuCtqoM/OR+nkM1FR1hsCAnC3fDdnS0w/rIJ9+Mktzren9Ae0BkTGtJynPyq2EjVV4fB4NN47I4+Hp9jKy/93V6z9zzQ1er2+u7pDRERERNStDhxoTFPvqlBDb3UBKtH4xJpKA7XcvnG/jNFuSMWOFufnxF2IyPqd0MD/RsMmmYdfx86km7Fr1y4AjancU1NT29Wfo0nTudmA+N/h9vASOh1DJBVET0rF2JP6EiLuGYiIiOi40PSUVPirb3mn6dav7VCdtrtvhyFvP9zGMGjsyjQtMiRU/uU6xCeUtVlP7/6NY8CVFMaitjq8R6WJ9E2F0tF++dZn8eQDAKLce/C/8/Ues+5EREREREeSVudAcp8/M17EJNS1Urp1brcEW20k4uqzIMM/fZldFwO3PgpxpYvbrCvz8OtwqsOwP/5K1NTUoKysrEeMw+Z0OrF3717FtI6cS3g8Hm8QEQASwxvP01QqGUDjuUxaWhosFku72yCiYwfTQhIREdFxQ1Xavjs+A5HDwwFzNOTBA1By4yNwxvUCAHgMJhTdNgtFdz2FsPAGmC3BpzqMSyz1ponMysqCLMud1t9AXC4XZFlGVlaW9y+Q5IZVGFT3vrdfxcXF7Wqvqf4wdz4inXuQ+b86ASChYWO76iQiIiIiOto1pVzs1Se30+qsqYiAkHSotA7H/uRrIAOQAdTrE7Gr9804lHAxkqt/DPrisM5T500TWVRU1OXjkQkh4HQ60dDQ0OL5SlNgLTNhM8INHT+Pagqs6dQN6Bu9E1HmxvNHtSSjd9QeAEBubud9RkR0dOOTa0RERHTMa0oJaX7xuU6pz37xZMgnjUNkdDmiYqpQX2dE0WV3QFtTCLc1EWGWesQlte+kKyq2ElGxlTiwux927mwchy0pKQlWqxVut7tTUicGeyLcVM7qblyXzLr3sTPsSpSWlqK0tBQGvR7JvXrBaDS2WEdFRQUOHz7sfS0JJ1IbVrRYvqldPr1GRERERMeL5k9LdYa87dFQQULvms9hcpciO2IKDiZPh1syQ4IbydUrEe7IblfdmYdfR50+BYeiL/CeLwwcOBButxs6nQ5SoAHgQlBZWYmCgoKgy0sqN1QqICXyIDxyDnYXn+g9j7JYLEhLS2txWSEEsrOzYbPZvNMyEzZDFSBLnUb9Z+pMnq/Q0UxWqSD3oFSMcqAv3FFCJZquNhEREREdo7xPTD14f6fUV//EbCSllcJg+PMEq7baDEeDHlGxFQEHFG8PR4MO+TkpftPj4uIQExPT5omrEAJ1dXUB767UrVoBw/LvFdNqHnvKr5zBU46+9qWKaS6VCTnGSXBJYYrpGo0aUVHR0Ol0yM/PV8xTiwb0sS2DTrSc2mZn2JWK14MHD4bqKD7QJiIiIiJqS01NDQ4dOgS90Yak1Py2F2iDLAN5O1MwsPSdP6dBg5KwkTC4yxHRsL/DbTQpsYxGmWWkYprBYEBUVBSioqLaXN7hcECWZe94c831dS+HUVR4XxdJw1CuHuRXbnDiZv9+1SahwhYLj6xVTI+OjoZWq4Ver/c7R4o0lSDJeqjV/u4oHKV4zQAbHU1qampgtVpx1o0fQ6M3dXd3vNwOG36edxmqq6sRHh7e3d0JCYNrREREdExrenLK9MJzkMo6Jy2k7e4bYUmPQEx8RduFO1F+TjIcDYaA85qf2NlsNhw8eNCvjPa3rdCv+AlSRXmLbcgRkXD3S4e7/wDoB0Yhzf5Tq32SIaFWk4padQqgEnBIkXBIEQAAizsXKQ2rglizRk3BtV69enmDcxkZGdDpdEHXQURERER0NGm6EbDPgL1tlAxeblYK0ss/gUZu6LQ6g7Ez6eaA0xMTExEdHe19nZeXh+rqakWZMPkwDKIScXIWWru9rlqVAgEJhZoRSIveD5Ou9TT8TrcOdlcYyuriIUkeuGUNnO7GwEJLT6m1ZEfhKCQkJKCoqMg7jQE2OlowuNb5mBaSiIiIjmlNKQk7K7AGAIZ5H6Lmwfs79Sm1YPTqrUyP4vFIyN2fCiHUAVM9mt58HZpDoaWnlKoqoduyCR6jCaoB1rbLQ4bVnQOrOyekdgJJbFiLQsNYqFQqDBw4ELt378bevXuDHjS86T3gE29EREREdDRJSm39ialQmfRlyLOcjT7VSzq13rY0jckGAAKArNJjT+J1KCwsRGFhoV/5wa5FIbdhFXkAgCLVcEhS22Or6TRO6DQVsBo758bIoqIiDBkyxHvuEUqKyKZlGJCj7iSrVZDVPed8uSf1JVQMrhEREdExz/DW/E6tT6qvg8pTD3u9CWaLre0FuohaLUOtcUPz4SLo/vgdAODqlQJNWSlUDR27S1U14SSEu/d0RjeDFuk+gEKMRV5e4wnz4MGDsWPHDm/KloEDB0KjCXz42jy4uGPHDu//o6KikJSU1IW9JiIiIiJqn3379gEA9MbOfcIsup8deTt7dWqdoVIBUAkHVG4HBorFkCBDhho2VSTCRFmH6xfQwKBxdLyjIRgYvw27i0cgKysLarUaakmC0+VqM2gmhFCcozQ/d+nfv3+njKtNREceg2tERER0zNq/v3E8AU22f4rEDisqQUNsdLcG15rI0X+OfabNz+uUOoVKAkTbd4J2tsy692GTYpFjOldxAgoAu3fvBgBIKhXCrVbExMR4P2MAiHH+jhjnH6hTJyPfOB6AGhUVFaioaLxLlSeuRERERNSTOBxdExySJDQ+OtbNZOgAqCBDAwlOSPB0SmCtu6glDwYnbsa+kiFwegzweDyK+U1BM61Wi5iYGBiNRkW6/syEzXB5dCiuS0KNPQqA5A2wms1m9O7dmxk4iI4iDK4RERHRMauhg09vtUb9xwE40rv/iajEXkXIP3siDCvXdmq9YvV21I9NRYQnp1PrDYZJLkVm3fuN/QAASFBBhoAKe02XwCMZUVVVhaqqKgCASrgwqP4TAMBu8zQIlQZpaX29qSQPHz6MiooKlJWVITk5+YivDxERERFRS3pndN5YawrCA5smFiZ356XHD5UGTpga8lCq64NEVWdnxZDhliVogkgN2dn6x/355JksVFBBQKUCahvCcagyAy6XS5EGM86Sj9iwItQ7zcgpHwi1yoHMzCGQJAlCCOzatQv19fVwOp28GZC6nCypIEs9J4jbk/oSKgbXiIiI6JhmeubJTqlHjoiEHGGFJicHAKBdvQr2c8+GLOOIjrvmS6N1A1B3er3qujp4pO4/sWs8zJb/93+BAbbPWyzbgHAIqJGYlKIYoy0pKQkREREoKyuDEIJ3gxIRERFRt6usrAQAdNahaX2tGXqjHRpN47FzZGIFDsunI72y5ePnI0EHG6A2Nh3SdxoVPHB7dNBIXXdDZTAk1Z+PCFoMNRicuLnFsnanGYDAoMGjvNNUKhUyMzNRUFAAh8PB4BrRUYTBNSIiIjom1dTUAACk6upOqa9hxnTIUSmAygP1z99DuzcHAirIHimogbS7iq3ODEm2d37FLifcKkPn19uFDpvGwWqNQlRUlN88o9EIk8mEoqIixMfHQ+rOiCgRERERHfcKCgo6tb6SgiRACEhuG5IGlMBRJUGouv/Sr02KRYyc3en1qiDD6dbDoO3e4FqwZBkoqUtCenpGwPnx8fHIy8uDJEkICwsLWIaIepbu38MSERERdYFDhw4BABxjx0GdnwepphZyeDhUTifURYVtLP0nWZLguPsGyFFJSEg6DL3BgQLNWXCdLSEhqRgabfcF1mQZKC+NhPbTzr8bVfvHdjRcNLnT6+0qtVICnJIFfXsFHrhdpVIhOjoaFRUV2LNnD5KSkmC1Wo9wL4mIiIiI/qTV1qG22gK93gFIMlwOHfTGBu/TZ8FosOtRttcEtVSP/mUfo1rfF4V7T4HOWYk+1d371JpTssCpjUA4DnV63QZnCWyuMIQbO+dmyq6WW9kfJskGgyHwDYwajQYpKSkoLCxEQUEB+vXrB42Gl+6p8wlJBdGDUjH2pL6Eit9QIiIiOmaZHYeAs4fBpTkVbpUGknBDVmngUOkACKjkBsiVVdB/9i00+XkB62i44zqoYpORmpoHra5xwOq0fp17l2l72OsNKDocB6m6BLqsPzq9fk9KGtTi6LgLFABqNanQa+VWn0hrCrBZrVbk5ubCYDAw7QoRERERHXEHDx4EAIQZPKgvtaDaEwFABbXkgUvWQghAJdxQqxqgMToRnVwXMOAmy0DRwQREunYhrnYDJMiIdOxFZGkXjeMWJBlAiXk0Ks2DEefaDKkLrkA7tRGwaqs6v+IuIMtAg8uE9P6DWy3XFGCrrq5GYWEhevXqxZT2RD0Yg2tERER0zNmzp3Gw7LTKZS2WcUMDuy4BdkMCqm68Ck6VFpBdEG4njE+8AE+f3nBeezUACWl9c7p1XDUAqK83orI0Ai6nFgIAhAeGhe9Ce2B/l7QnTCZI8HRJ3Z2lQpOOMv1wqIQHQlIjvd+IoJbTaDRITU1Ffn4+oqOjodfr4XK5oNfrodVqu7jXRERERHS8s9lsAIDkhKoWyzicGtgbdKipMaFgfxRUwg0ACLPWICqpBkVZRjSo4mBsKERC7boj0e0WyQBKzSehRt8XHskAqACtqwYZYhk0GmfXtKnSQK1ydUndnSW7vD9cHh08sgZGyQadThfUck0ZNg4dOoTExER4PB643W7FuNJE1P0YXCMiIqJjjsvV9kmWBm5YnPmwOPMRV7cZbuhQEjYKVWGD0DBnNmShRmLyYRhMDd0eWKupDENpSTQM//0Cpj9+h+R2d3mbKpsNMtRd3k6oZEjIM56JBikaQgWk9h4AlUoFs9kcUj1arRZpaWnYvXs3wsLCIMsyrFYrIiMju6jnRERERESALDc+gTY4PbfVcnqdG3qdGxHhjYG4BqcG2bmxqK2LRf2+SHg0agwoXAAJ3ZemvklOxEWQVVokq7fCiHJIANDF96xJwgWP6HmXtm1OI/Kq0iELFdTCgZQ+g6HRaIIOrDWxWq3Q6XTYt28foqOjUV1djYyMDD7JRh0mSyrIPSgVY0/qS6h63h6IiIiIqAOEEACAQUXzQlpOAyeiGnah1twHyX2qUVNlRvHhBFjMZYhJruuKrgalrDgK1VVhCHvmGUg1NUeuYbcLDpUVMoBuji16leiGokKbCZ1WxoCMEa2mgAyG3W6HSqVCamoqampqggrKEhERERF1xM6dOwEAocZIDDo3DFoHDLpqWMwuHC5PxIGUq5FUtBRmV3EX9LRtbpUeOZEXQiW70F/z8xFtW5bVqKiPRYSx8oi225oDZQPhcBmREJ+A6Nj4DtUlyzLKysoQFhaGhIQEOBwOyLIMtbrn3QBJdLzqKddKiIiIiDrFjh07AAC7Em6EUx0W0rIGdyUEtNAb3IhNqEZav8Oot0eiosjUFV1tVVWFBbn7U1BXAoTNeeyIBtZkSYL9+qsAlYS95kuxy3wZZKBb74kt1Q5GpXYgZJUWvdNP6HBgLTc3F/n5+UhOTgYAGI1G1NbWorS01Hs3MRERERFRV8nalxbyMtYIB+pqjQgzNiCjVzaSokqQF3ch3JKhC3rYMhkS8i1nYF/sdITJBUjXrjqi7Vd5IuFRmWF3WbCj8EQcquyL7jyEd8sS8qvS0OAKg17t6XBgze12Y8+ePXC5XN7zlcjISBw6dAi1tbWd0WUi6gR8co2IiIiOWftjLkVm8YKgyto0sSgNH4XmISSNRkZKn2LkHkiC1lQKCMBgbEBRXhz0+jrE9eqaE5u6WiPKSyJgWPQZdFl/dEkbgcgaDexnnA7PGWegRlOFMu1e6GQjejVkYE/Y36ESApHOvRBQwerJhlE+MneJ1koJKNUPh1ljR0r6CdBoOn4Ia7PZ0L9/f29dTWkia2pqkJOTg969e3c4gEdERERE1Fx2dna7ly2rCENZRRj06lLvNIupHtGWCuSoLkV8yU+ASgUBFYpiz0avom9gcpe2UmP75VgvANQy+oiVMGqru6SNQBoQhnxpGFzqOKTuXwSD/TDy+l+CWvTFbscJUEtuRJtK4Ja1iAsrOCLp/WUZOFzVG3UOC2KirYiLT+5wnW63G5IkoW/fvt5p4eHhMJlMKC8vR319PRISEjrcDh2fmBay8zC4RkRERMeMrKwsxetBQQbWAKAoYjxUFgN69ypRTNdoZCQklaG8NAIqlUB5SQzCI2pRWx2JgmwjEtNKOnzSJsuAvd4Ej0dCZXkE3C41VE4XnJPPg1RcBE1p15wUu1N7w3bD1RD/OyQUABySDeXag3Bq7AAAp2THwbDtAABJ1qCvKgFumNHgiUZv+/Iu6VdzpdrBKNcPRVJcAqLiOnYHKAA4nU64XC6oVCo4nU5FoE6lUsFqtcJms6GyshKRkZEMsBERERFRp6mvr2/3ssVlEegVWwirWXmDX3xkOTyyhNLECRBCBVlIiLZU4ZCYipj6LYip2trRbsMtGVCnT4VDCkelaTCESg2VBJRAQopndZelRstHJmo1GVD9L/W/SrhhqdyNmKL/QiM7AQBp+/7rLV8elo6qtFPhUEcjTF+DMH3XPuUly8D+siFQyW4MGDi0U24CbGho8KaA9KXRaBAfH48DBw7AZrPBZDryGVaI6E8MrhEREdExJzPE8dYAIL56PfLUZ0Ed4OjIbGmA2dKgmBYVU4O87ATUlBoQEd/gv1AL3G4JlWWRaLDr4XLqoFLJEAKQ0AAJbkSZchAb3Xj3Z2mtFWVXXIWwF54LeX2ayJZweJKSoN2zWzk9IhL1N1yPYl0ebEHebSpLbuwPy0dCfSTM6PrUMzKAcv1QpGcMDnkAcF8OhwOFhYWw2WzQarWwWq0tnozGxMSgpqYGubm5MJlMiI/veFCPiIiIiI5vdXWN4zgPTs8Nebw1ADDq7KivB6xm/3lJ0f4340Waq7D38EhEVf0OCe6g26nXJaLMOBwOTRRkSds4UcjQuGohyU70LfwEOrkOMoD9iZejSt0PUeJA6CvU1B5ioUYDDFAGwnIxHA6RgD67FkDnDm4M7Oi6/YjesR97h9+O/8XjulRZfQIgy0gfNLrDN+VVVlaipKQEQghoNBpvOshAEhMTUVFRgdLSUkRHRyMsLLThEIioczC4RkRERMeE8vJyAO0LrAGA2XUYQPCDQ0sSkNirDHk5CTBYD8NgcAYsJ8vwPtlWVR6OirJImFCKuPASWKw1kAFopMADBESbq1FqTg1xTf7kmDABzrHjAZWA/N330G9cDwBwxyei/vZbURJCYK25Wp2MKE/rh5EygCLdyXCqrZCEA0KlgUp4EO3cBbMc3IDr+YYzoEZDhwNrsizj4MGDiI6ORmpqapsnvlqtFtHR0bBarSgsLERubi7i4uJgNBo71A8iIiIiOn7l5OQAQLsCawAQHW1D8WEzgOCextJoZESYq3Cw13T0zf8AUgsjKMsApP/9mxNxEZxqCyJqf0OMawv0jlJI8ARcVgIQXrsTNVHpiPKEHlyTISFbMwEujw5CrcMA95feJ+AOSqPgEvHos+dtaOTgb2T09k04IIvWz+0a3HoUVacAUP3vhkcJWrUD8eH5LZ6fNeeWJZTVJyA5uePp5GtqalBUVIRevXrBYrG0Wd5kMsFkMqGurg6lpaWora1FXFwc1Orgz2fp+CWrAVndc1IxykfxZsvgGhERER0TCgsLO7R8tb4vGhMjBk+ndyMhqQxFeYmQVG7o9DZYIhpgtthRW21GZakVHrnxbk9J5YZb1mBA7G+Kk7XWTsMkCYCkgqzRQHIHf7cpALiTe8E5dhwG9MqCzWVG3plnQVVRjoYrLoGsMaNYnwu7pn1pUpIcCYhxrG+1jF2KR40uFUX6YkiyBkLlhuQGbJrTEd+wBZHu1k/As02T4JQsGJA5sl19bK6+vh4ajQZxcXEhLafRaJCSkoKqqirk5uZi4MCBHe4LERERER1/xP8eo+qdHNxNZoGUlZqh01SEtExSdCnyRTz2Js+ATlUPY/VBRNf/AY3sQIllJKqtQwGhAlQCwuOBvrYQA0s+D7p+LTywqdp3I1yeehxUtaUYUPE99sf/DYW60dC6i1GuOwFalw39dr/RYkCwNXZDPDwqMyz6/a2WO1yVBnVRDsz2wxCSHpLsQF14KvY1DEVG3B9QtxJga3AZkF0xAGapHhERESH30VdZWRni4+ODCqw1FxYWBrPZjIMHD6KiogKxsbEd7gsRBY/BNSIiIjrquVwuAED/kg/aX4faDKg8iifNgmG2NKCvpQC2ej3q64yoKI1GSaEaGo0HUbG1CI+ohywDOfuT0Mt6IKi7IBX1SwWof+BBqAsLYXjvHbiGnQAREQHDjz+0upzjwosQGV4EtSTDoq+FJawMNVdcAbvWiULDjtajem0QUKNenYhwT36LZZxSGCQ4UKet/HOiDqiX6wBxEip1GYh2ZMHqyfNbtkR3AlySGYOGnNT+TjZTW1sLszlA/pwgVVVVISMjo1P6QkRERETHnx07dgAAwkyhP4XVxC2rYTJ4Ql6uV0wxZLkYVfXhqDf0QU7DYAghwWSoR5+IQzDonHC61Nh3uB/6VHwTUt2RdVmosAzFbu1FiBZ7ES3vQaF6JMI9ubCgpMXl3NDBhhhkVDQG8nqXfo3cmPNQZTwJvQ5+Dkt9bsjr2cRhiAKgQr3TAouh5ZsJPUKDyNqDsNbs/XN9Kn5HQdok7FMNgUFjR7I1G1qN8iZHWQZyK/sj0mJBYsqIdvdT0WeHo91BOpfLBb1ez8AaUTdgcI2IiIiOenv27AEAaOX2DxAeY/sD9YYU5OwJR99BNSEvbzI7YDI7gADDc0kSAKGC1RB6Csa05HLIcjnydXGo+9cDUAkXVJBRN2wYoFZDVV8H42uvemNlzhNGwHHe+VCr7IgP//NpvpSEMrjcVdhTPgwSNJBDGHehuX51sVBBRpU2HYnOTX7z3dChRD8CNdreyDX6P53mlpzIMe+D3mOCWxqNMnkY+ti+hRsmlOhPhE0TD6EC+mWc0K7+BeJyudo92HdlZSUMBkOHU70QERER0fHNYrZ1aPk+vUuxPzsZ6vI8xEU7QlpWkoAoSw2iLIHPc1weLbSa0OoEAAky+hd+CLdkQHb8X1CmGwidrQA1xrHQqerhghHR8j7EyrsANKaezFePRT3iYC1b5z2H0chO9Cv5CgXW0SjtNQGWPW+H3JfG+jUoTT0TQgDl9fEBg2v1DjMKa1Ihu12KwFqT5NzvUV+2C9XhvbHfNQpR5iLEW4pQbbeivD4eDrcRBlUdElM6nmGjufacbwghUFRUhJiYmE7tCx3bhKSCkHpOWsie1JdQMbhGRERERzX3/9IlplYs6XBdaRVLsT92GspK9IiJC/3ksjUdGU9bkoDUhBLgf3d/yjJQ44iGUVuHQwVxqH9oNqSKUoiwcECrQr9e+6HX+I8Bp9W4IUn1MHnCUSeFllLG2xdEI8X2M3SyMlBok6Khke04aL4ADlUFCky7IbfwlJ5bcsItObFXW4V+dXHYa74UskoDq1FCn179odfr29W3lrjdbmi12pCXczgcqK6uRlpaWqf2h4iIiIiOH1lZWQCAtKTSDtWj08hITyvG/pwUxETuDynbRltkoYZKtP+MRSM3oH/hR97XTrUFdl08jI4iHEyejgpNf+hFNeyIgs6Wj4yyeQETaSRXb8TuiBPa3Q+3xgAh6ZAevRMa6c/zIVkG7K4wNLgNKK5NQlTuCsRVbW+xHnP9IZjrD8FdvB4Hh96AsrokSHAiIakvIiIiesyNd2VlZTCbze2+kZCIOobBNSIiIjqq7d69GwAQ5iwIaTkZQJ0+DZXmIXBoIgEAGrkeMrSorZQ7Nbgmhz5UQKskCYgwlgMA+qflQZbzUBoZCZPOBkubT8epIIn23xkmUA+bOg4mudw7zQkTcoznQlJ5UKvKR7E5+Cf0DoSVwOJ0I9YTi5R+nZMG0pdGo4HT6R9sbI0QAvn5+UhJSYGqvaPOExEREREBMBlCTwfpdkuorAlDZYW+MfgFAY3aDRlqON06GHShHd+2ptZugr6h/ePB+dJ5aqGzNz41NjBvPtySDiXmE5Bcvxgaua33QoIMqV3jrencdRBCgs7nRsPDNb1RbY+EpPKg7463oHPXBVWfRnYiY/srODDwesT1HdYp46u1RJblkIJ2NpsN9fX1vBGQqBsxuEZERERHLY+nccyB5Kof2yzrkKzIj5oAWdJB76qETZcAlcoJS6QdcdEVgAqw2/QAbDCH2Tu1n3U1Jmikzn0SrjlJAuLDKxXTnO7Gwzydxo3DVbGod5uhUzsgZC1iPL3gUXlQr60KqR292wQZ0SjVRcCujkdKw0oAwCHTOXCrCnEoLPS7cTWyFhGuOGi1upBPKIMVHR2Nw4cPIy4uLuhlPB4PhBCoq6tDVFRUp/eJiIiIiI59TU+t9U1pO3BVUW1GSYkFOm3jeNINTj10ohqJ8WUw6uxwyxo0OA3Qako7NbAGAPUNJsRUbOjUOpvTyE4k1W70vpYBuNVhkIQbkD3IjZ8Eo6MI9aY0CAjsHXonBv7xfMjtZA+aDllosLPoBKREHITFUAOPLKHGHonEfZ8gwh76DZkNxgQ4tRFwOdo/Xl5bDAYDKioqQkrv6Ha74XK54HK5oNPpuqxvdOyRVSrIPSgVo3wU38zK4BoREREdtXbtaszdb23wH9uriVOyoMI0GFXmQbBGlsMYJsPhtCLSXA6DQTnumCW8c4NqANBg18Ll0sDlNnZ63S1xyxL2lo0AIAMqAbfKCZtUD73bijptGcI8VjjUoY9P55AaUCHlo8pQhvT6TO+9pG7JgENhB0OqSyNrkdTQDxohAVDB5ZRwMHc30vtkhtyvlsiyjJKSEtTV1UGEmOZGo9EgKioKhw8fhslkgsFg6LR+EREREdHxo62n1qpqTKisMsJhl5CWVIB6hxEqAL3D8hSpHzVwdnpQTZaBGrsFapVAeeKpsB5s+byqM+VHnYk6SyZUEFBBhqVqD5z6XgirKQRQCFnTvmPvyJxf4FGbAb0FZdpRsBhqUF4fD73jcMiBtYroE1CaeDpUkhsQQHFpGSKjY6DRdN7ldIfDgeLiYtjtdpjN5pCWDQsLQ3FxMbKzs5GRkcFsG0TdgME1IiIiOio1PbWWUrmsxTIy1MiNPh8utRUJCTmwRDaecJjRdXcdNldTZUZpcQT0GjsiTEVHpE2gMZEKVB5km7Mab7f0eRisBuUBl2u7YhlVpjIAgEAJ9oZNg1p2QmrH+xnhjEeEKQq9e/cFAFRVVSEsLKx9/WpBeXk5ampqkJCQEHTdsiyjvr4ehYWFAIC0tDQUFxcjNTWVJ6xEREREFLRgnlqrs+mRXxwLCQ4MTDsISQKM+q7LeOHrYFEahCxDBRnx+d8fsXb1jlJ4tCVI3fd+wLHX2qspgOa26VCRfDJ2FQ0HAMQXfxdyXWWJpyF94FDodDq43W7U1dV1amANAHJycmC1WtGnTx8YjcHdjOl2u1FRUYGysjJYLBZotVpUVVUhMjKyU/tGRG1jcI2IiIiOSk1PrVkch/zmyZCQE30h3JIZQguEhx32BtaOBLdbQlWFBdWVYUgOP4DwNsdB6zxVdWYU2NJhU9c0TuiisbYPWMoAlMHsioC9qa0QuFUu2J1V3tddMX5BZWUlEhMTYbFYWizjdDpRW1sLg8GAkpIS2O12aDQaxMfHw2q1Ami8o7SsrAyxsbGd3kciIiIiOna1FCirrdejsMgKl0eLMF0p4qLr0AXZ0VtUazeiqi4CLo8WAw6+fuQaBpATfTrsYZlIOfBpV52qQCM70f/31+CWDKgL74OIql0h16ESbm/2C41G0+nnK06nE7IsIyEhodVyNTU1EEJACIGiosYbNvV6PdLT06HT6SCEQHZ2NkwmE/R6faf2kY5NQupZaSFFD+pLqBhcIyIioqOOw9F4kppasSTgfBlaODRRENBA8jjgdKohy65WT1idTjXcrsZDI4PR0aGT27zsBOilWiSbdyHc0PmpJltTYEtHsbYw5PHU2qu97ZhkMyIj4ju3M83IsgyPx9NqYA1ovFtUrVZDlmWEhYUhLS3Nb9y3pjHbcnJyEB0d3WadRERERHR8a3pqrV9q4OwVdpsGTo8BgECDwwS7vQamNuIitXYTtGo3hFB16Om2BqcOeaW9YLHtR//in9tdT3vI0MAeNhjpO16DRu76bCIauaFdgTUAjWN1d2GwqqKios3sGh6PB3l5eTAYDBBCIDk52e9cRKVSITk5GYcPH4ZWq0VCQkKnP2FHRIHxm0ZERERHnX379gEAwpyB8+Zr4MCg4rcBAG7oURA1ATl7otB7QEWLQbO8/VGQhAcqyPCorOgzsCTkAJssA9WVFng8EnrH7A9t4Q6qrDPjsK0fZKE6YoG19upTNwwqlYy4+MRu7UdTAK53796tDgLedMJaXFyMhoYGBteIiIiIqE0RlroW58XF1iMutnEM5Np6PfIPp8BuK0SvJFvA8m5ZQm5xCrQqJ2RIMKAUfdJCzx7hdGtQXBULnWRDcvEPIS/fEdlx58Bh7Ifw6r1HJLDWXhVRI1CcfBY0UsufX2eQZdnvpj5fNpsNarUa/fr1a7WcXq9HWloaDhw4AFmWWy1LRJ2HwTUiIiI6qhw+fBgA0Kfsv0GV18CBtIqlyI06Dzl7otGrXxV0Oo9fOUlqQETNAcTVb8Xh8FORuycJSX1s0OrcQQfZSosjYK/VI9G8L+j16QxVdWYU1A/AYX02HJr6I9p2qCKd8QAEhgw+oUvbkSQJKpUKdrtdMX6BLMsoKSlBZWUlhBCIjIxsNbDWpK6uDi6XC8nJyV3ZbSIiIiI6yjU9tdYrIbhxji1mB/r3Kcbe7CQcPFSK3r2q/c4/JMiQ4Eb/fo3jt+05kIiyKifCTDIMOmdQ7cgycLAwDcaGAqQU/RT8CnWCA4kXAqpw9NvxGjRycP3tDjIkVMWcAI3ajoGZ47q0raioKOTk5PhNd7vdyM3NhdPZ+D6lpaW1WZcQAoWFhUhISAjq3IaOb0KtglD3nFSMPakvoWJwjYiIiI4qFRUVAACjuyyk5VIqlqLSOBh5+0cjOr4EEdHKAFtSbzsKDg5BXP1WJNWsxl7DFcg7aAEgkJ55uNW63S4Jh/Ni4XZLSI/+HRrpyN4teNiWinJNcY8OrOk8BsQ4k2CQTejXL+OItBkZGYmSkhIkJyejpqYGdXV1qK+vh8FgQP/+/YNOl+J0OlFaWoq0tDSoVEfvgT8RERERda3i4sbgV1JccIG1JhqNjIw+h5GXH4W9uVakp+RDo/nznEKSAIOqAoeLItArqQq9kipxqCAVRdUSzChEn7TWx3iurrfgcEU8zKIEvQ5/E/qKdYAMwKnrhYw/nu+yMdY6Q0XUCShPGAto1eg/4MQub89gMEClUqGhofEpvpqaGtTW1sLhcCAmJgZxcXFB11VRUQGdTscMG0RHGINrREREdNRougs0s2heyMtKAKLtO2B2FiBXTEFVRT1S+zWmXZEkQG9wA5Bh08TC5C5FRskHyI6+CHZtAqrLJVij/QNm9bUGlBRFQZZViNLnIz62pCOr1y4HKxPgEQbYtIeOeNvBCnNFIs6ZjOjIGMQnJLWZ/qSzREdHY/fu3di/fz90Oh3MZnPId3MKIVBQUIDk5OQj1m8iIiIiOjqVlpYCAKKsoacU1GiAPr0rUFJmxt78voiLyEdMRANkufF8JTW5GvvyowBUwWJuwKD0fOw8kIp6EQ9Z9n/aDQAKyuJRY7dAUrmRmv85jM7SDq5h6PalXQdzfW6PDqzl9L8STmM4UvsMgdlsPmLtGo1G7N+/H1qtFgaDAdHR0QgPDw/pvMNut6O+vh4pKSld2FMiCoTBNSIiIjoqVFZWAgAsDQc7VI/BU4X+JR+iIPIsZO/uBRlaGE1l6NXbDqicaNBGweQuhU0TC0BAEg5UlJlgjfY/Qa6pMkOrsqFv3J4O9akj7K4IVGiL4JZc3daHtlhdMYiPS0ZsbOwRbVej0UCr1SI1NVWRGjJUKpUKHo9/KlEiIiIioiZNNwIO6Z/boXriYuphCXMiLz8BJVUayFAjo9cB6DRuCPyZRaG0LAwGyYYGjxEOlx5GvcOvrmpbOFIOL4bZkd+hPnWEgA7JB7/stvbbIkNCgyEWg4eccMTbTkhIgM1mw4ABA9pdh0qlghACQghm2aCgyJIKKqnnbCtyD+pLqHryTQNEREREXgUFBQCAlKrlHa5LgoyUyh8xsPgdZJS8D6fNgoO7IiCEERH2/QCAvOhzYYxXIblPOdL6B77zNDyiHg63GQWVKeiucaP7ReYg2pkEo7vnpgDRCA26K426VquF3W5v9/IqlQq9evVCcXGxN2ULEREREVFz1dWNaRkjw2s7pT6jwYWM9BJkZhxGUlwZ9uf3xq7sNJj1jZk3nC4J5VXhiI2qQEavAwEDawCg1zpRGjUalebMTulXexhs+7B/8M3optOlNskaAwABuRtO6DQaDYQQHaqj6Ym3vLy8DtdFRKHhk2tERETU43UkHWRbNKIB/Ys/Qq0+BRZHLqT/nfYJSIiMdQRMr9LEaG6ATu9CpT0ekrAhMcp/bAWHW489JX2hlgwQUEGLw0iMsEOlEtCqHdBIrg6N0WbQNkAFNXQeA+yazjmZ72yF+lxIxWqYwiwwGAxd0obb7YbD4YDL5YLT6URDQ4M3qGa1WjtUt0ajQXJyMgoKCjjuGhERERH5ycvLAwAkx1d0et1REXaYjC64PWqEmRqDaEJIkIQLVnPr6SejLeUoRxQO686CxX4QGtn/ZrEiYyZKYscDUEMFD1IOL4ZsiILRWQJJdkLrru7Q0xlW22EUmgdDlnSQZGcHauoaGrcNlup92LPTiQGZJ3VZKnin0+k9X3E4HN7zlY6eqwBAWFgYHA4HKioqEB0d3Qm9JaJgMLhGREREPVrTHYQGZ3GXtSHBDasj+882/ze1rfMqSQJS+pRgz84EVDj7oKywFwABk7oc9Z4IqFV6ABISrQWIDSuGW5awp3gE8qoagzNqyQFZqCGECr2jdkOvsYccaGt8ewSiXAkwymGo1pb1uCCbU2NDscgDDgBxMfGIj0/stLplWUZ2djacTic0Gg3UajU0Gg0MBgPi4uI6LZin1WohSRJkWYZare6UOono/9n77zjL0quw+/3tZ++zT451Kueq7uo0MxpJg0ajMBIIASJIYKIMMtcE29cBXmww/oBtkMPF7+uAX8yF+xr7+mLAXIwJGqJAQqOskTTShM5dOeeT897Pfv+o6eru6cp9KnWv7+fTH6nO2WGdmmlpr7OeZy0hhBDi9GtWO8idBPwO4Gz+XCgFUcbuXRUSkSLhQJnrsyNc7/0hPA/s2gKu6ccxwxgqgON5/NeJeZZqdd6VTvK13d+FYRjUtYvjaSzDQOkKI4sfIeDsv3hYNuPgeYxf/DtEM9dpXfg0lj54Z4nD0D39x8xY382Nq19i8MwbmrogsFKpMDk5iVIK0zQxTROfz0c8Hqevr69puUUymWRmZkaKa2J3ytj4c1KcpFj2SYprQgghhDjRrl69CkBf9s+P5H4aRdHfC+xtVaXWEIs1KBZ89CRmKVSTKOWnLThL0FfGUndmdVlKM9x6GVvV0J6FZW4kyFcW3szk+kU8z+Ni+5d3LerdTSm41PEltFYs5joJ1frIumus+xf387EPXdmXY07V0KsatEd7Z1dTrru0tIRSigsXLjTlejvxPO/QVrIKIYQQQojTp1wuH/k9G44il7FpSe1tQV294UcZNXINk9+cXuB7ett4MVNkqrzOXKV2T7vGT65meCVfoKY1ZUejgTcnYnx7VxvjPT+AWZ7k3PJz+4q3O/8FuvNfIGu1k008ydjFv0X/rf9BoLayr+sctt7x32W95U2MeTYXLr2hac/909PT9PT0EI0ebht/WQQoxNGTbweEEEIIceIpXduyhUmzla02brZ/iPnEu9BGkLWV2K6z1ErFIOVigDo5SvUYfalxehKTRP2FewprtwWsjVaTtwtrAH2JUQK+ErDRI79Ui+Lo/T2mKaXpSs5xvvVlEo02LG3v6/yjUDerFMwslXrzvoQolUqk0+mmXW8nMiRcCCGEEELcbWlpo7tGd/vqkdxvYTHGrfEOqk6AXClKthjb/ZxMG9bSPGET8g2H/3N0ls+sZZl5XWENNjp4rNUdiq8V1gBezeb57ZkFPM8j0CigURQCffuOPeEsMbD6UVKrn2bq7Af3ff5RSK19BeU5ux+4D1rrQy+sATQaDXw+36HfRwhxh+xcE0IIIcSJNTk5CcD55f/fkdxvOfY1FENrVEOL+CsJVKaLWtVHV+/9s9RuK+ZCGL4M5eAypeLwge4bDeYI+gvcWHoj15bfhKlc6q7DE51X9nWdTCHKXPksFSuHs8edd0fNwkcouPuXALtxHId8Pk+j0Tiy3WS2bVOtVg9tbpwQQgghhDhdSqUSAMlY6Ujul8lHSP/SPwUN+e/9EHPdFwjYVQL21s/+WkPdsUl95LeoffCHeUMiyufWc/u6Zx24WijxpUyWp5KXeDV6AQ+D/rWPkyxd39e1Rru/Hddso332L/d13tEympJfVCoVisWdZ+I1k9/vp1KpyIJAsSulPJTyjjuMTd4JimW/pLgmhBBCiBPrqJKRgt1HJnyBqq+Nun0LgFowS6zWQzyR3/a8mYk2HMdgJToNgKsP3obDUpoL7S+Sq6WYz/aj8DGdGaYvObbna2TrcRwcFu2pE9yfwKNRP1jhz3EcVlZWyOU2vhDw+/0kk0nC4XAzA9xWKpVifX2drq7mtLQUQgghhBCn1+2WkBeGpg/1PlrD8lqcYsGH8mooZ2NnVeTP/5jGD5/HtrZ+tq7WbSYW+wkuvIpVyBIcu0lr/5MHjuOPFtf4o8U1PtTXwUgkwmriLXiGSaq49wWBjtVGy9IXSWSvHTiOk6xSqbC0tES5XMayLPx+P93d3Udyb6UUgUCASqVCKBQ6knsK8aiT4poQQgghTqTbs9YMz+Va+w/Rt/YnhJ2NtisaWA2/kWz4IsprkCq+SqJyA9DUrBbqZpyalaRhRjA8TaQ+Q6Q2uW29aS75Hip2iVL4GtzVrtEwPJbmW/Be++8+n0N79yq2vdEkpVbzk4ldaVoha6nQw2o5RTF+jUipjWItjdZsOYNNayg1omRLcYpuGO35sM0CPkzCbpyS2t+K1KNSMnNkciu0pNPb7gDTWnPr1i201vh8vo2B6vU6hmEQCoUYGhrCto++7WUgEKDRaOC6rswzEEIIIYR4xI2PjwNwY6wTZWhGhhc3n9sdRzE7l6BSt/H7GnS0FwgF67gaKlU/9bqPWsPCaRj4bE0iViJgb92OsFTxs5aJEPziJ0l95k/vec/D4MbcGQCUoYkEi3S3LG+cVw1h4BD9rd8EwFeqEnyAZ1gL+ImzfcTMAt2tObLZMGu8edvimqMCrAbPoqww64lLGLpCKH+T1fZnSC9/4cBxHDZfPcvNG1/mzNk3bbuDrVAoMDMzg2EY+P1+HMfBdV2UUiSTSfr6+o5lVnMqlWJpaUmKa0IcESmuCSGEEOLEcV0X/dqwswtjv0TG38tMz/uxdAkPA0cFMY0yA52LNFwfc8uPsxx7CwAGDobRwFQOwYCLpxULlW483o3p1QhXZ0gXv4qt77RuSRdfZD30GJbTRi41v/n6cvwKaAVKg1aEyh0wlyYSrbC+FsMwPAzPAurcN7Bgn8r1IGvlVvKpr4KCfGKa1FoS7Vko7k20q46fsbWLaAzKqgCGS8nKEHDDYGYomSezsAZQ8uVYxoQxeOzSG4GNYlq1WsVxHEKhEKurq/h8PgYGBjZ3L0YikWNJUF8vkUiQzWZpaWk57lCEEEIIIcQxuXJlo6C0mnwRDGhb7eLGWCcmDtow0dogYkxxJjLLcqmd6el+tGFh4KG8Osqr4TOz+G2XcsFHZi2NZ5jYZoNES5VUrLhZqAsHa4T9FUpveRehlz+HKmQBsDIrpP/DPwGlUI6DE28h+7f+EYVQgeVsK3XHxjQamzE3IiGKjftnQu/V9/a2k/RXuHB2Y8eez19jbvL+xXIamE8+TT72FP5GFru6Smr5Kyi3QTXcSef0nx04hqPQf/M3mT7zQcbHXubM2Y18xXEcyuUypmkSDAaZm5ujp6eHQCBAuVzG5/MRDAaPPV+xbRvP83AcB8uSr/3F1gzTQ5knpxWjPkGx7Jf8LRNCCCHEiXPt2kabkIujvwhAsjZDfOxXqQS6WOx6B36/zZnORQACNDjfX97TdSt1m/nVNOPB70J5Lsqr4W+sky6+RKQ8yUTbtwPz956k9OZ/asPFcS3W12Ksxl+98x5geBbKOHiFbTHfh6PL9+yCq/rmGFu9SF/yFkG7AsDUejeFehdFa50Ve+ae40u+7IHvf5Q8XDA009PTFItFlFIopTBNk1qthlKKM2fOoJQiFnvw+WzNFI1GmZqakuKaEEIIIcQjqlwu43keNXsdXhtttZyeRzmrKO0jVRymK3SFuG9jB1lXdBaY3f6Cr9WntIaC28bKYg/Ly11YqoEyPGKJGl1dWRaXPQpvfRfJv/zI5qlK640TASu3MSd6KdOOUS3S+h//+T23qfX2kX+A4tpIJExLYmnz50i4jmeEmEu9i/bsC1i6CsCN/r8LQN/Y7xAuv+5zrx749kdGofEME9MMcevWLRzHwTAMLMtCa43jOITD4c085Tg6auwkmUySyWRobW097lCEeOhJcU0IIYQQJ8rly5eBO4W12xSacHWWwfH/P7dG/sGBrh206wx3rQPrVOs2DddkNRNm2v9NgIln7JwYVYMrxAspMpHpewprAJ6h8TyF41pUGkHCdmHLdo6vV6kHmc/3U2n4KaVfvvOGBhoBXG0xuXYWzzBQRpmhlgkKa+33FdZOk9ZaH2Bimibnz58/9hWe+3GaYhVCCCGEEM3led5mO8hCZOKe97RVR1On5Ful5KQ2i2t7pRTE1TLx5DJaQ0UncDyblZUu1ldbcA0bdf4xuKu49nrBL/wF9be8g9h//Df3vWfmc4QicXoCfiraZa2+dRvK13trMsbXtiVR3jptrXfOqdVNXNMmlzxHLnYJZbjEs18hkn8Z12q9v7B2SlTtJNVgB1bdo6OjlUQicdwh7YtlWbjuwYuoQoi9k+KaEEIIIU6M24W1UHn7oeDr0UuY6sGThYBdJwBEgxUgC8C1mbM7n6Q0S/Fthm8rjaNdbiw/hqNr+C2LkdZXty2wOVoxsXaeuhOgqKZwUmv3FMuC+U6idYvBpf+KwkFjsZB8J2P6MQzDwtZB6qqy3499vDTEG60ow+P8ufOnslWJ1loKbEIIIYQQj6jNdpCpF7c+QEPUiWDbcw90H6UgrLIAxJMbRbpCI8VS+cyO54U//TzhTz+/5Xvxzz7PM3/9H/B0MohhKL6SLfHc4tq213oiFuYDXa2YuJwdWCMUbNzz/thkCi+6ANEl0KC1RVa9Ac/1gXc65xM7KsDCwPuxzBrnzz923OEcSLVaJRgMHncY4gRTykOpk9OK8STFsl+n7xsNIYQQQjyUpqfvFNQqeuuHq0Kwj9WOr2OodepQYjCVi6/UQiO8fZK5k2z6zjDv2MoIuWqKZGh9y2NrjSDVhkW+5Sv370DTEHDa6F357c15awqH7swnIPMJrvb+MD7PT53TUVwLNeLEnRQBHcZQDUbOXjyVhTWAer2O3+8/7jCEEEIIIcQRu70QEM/DV4vT8N8/57grN4hlVEn5tl8seFABs0jDCOEGwpjV0u4nvI69OE3Xf/gpALSyePLH/zV/vLi27ejop1NxOlvKdLbd/zmXl314Sm8U1mAjn1EOXvur4FgYS4/jKBtL1/cd51HTWKy2P0MxOULDFyEQVJw/88bjDuvAarXaqdttJ8RpdTq/1RBCCCHEQ6VQKJDP5wEwfWXccB83W76ekbWP3XOcv75RqDI4nJVNA+3TuAuD1LVJLrq/Ni730FD155nLDTCf68UyXdLhJVrCK5uHBH0llOHDznVTT75+ZauB4XnYurDl5c/M/S66+3tPxYy1VK2dhNtCOtFOuq391BbVbqvValJcE0IIIYR4xGwW1gBch3i2k0y4ghu5t3hUVXmCbmpP7eH3y6fqtNqjrPy9nyXx3/8T9srCwS9mWVieyz87P4jGY7Ve53/NrrBSv7M77VMrWfpCXbSm8ljWvflXvaHwrOo213bwzAyrHe+kY/7jB4/xiIxf/FEMv4+O7pETN+/5IOr1+ombAyfEw+p0f7shhBBCiFPPcRympjZ2orWf+RLaUVSLLRQ5h5P5zOZgbADbLZJY/jxz9hsZ6phpeiy25XC2e4zxhQHsYoCVyP5WnKpsgmC9Hw9Yq7r84rVllqoOvWGLn35jN8ngymairRSE7AIl3zZJ6Q4FREsX2ZyefsKFdJTe7mHi8fhxh9IU1Wr1oUi6hRBCCCHE3ty8eQOA4M2v0PLR36TaNUS9tRve+l5WIzfuOXY9vkbHeitFJ0nEyjQ9lnRgFr9ZYfZDP07iN/7PfRfYFn/in6OsEGAQDhdItW+cn1hs4XuNNn557M6ivxulMg3duK+wBqCUgeFtv+TR9TXw1OloDemaPi5eeOq4w2gaaWMvdqOME9YW0jg5seyX/E0TQgghxLFxHIfr168DoNwMWoOyNNoDz7Cp+lvvO6ct92WqjQB6u/4lD8hSmqH2SWgk9neiVgTrvfziK6v85OcX+YWvrrBU3WjpOFNycHSNciP6upM8jHLknlcMxya5folk4TLbU+xUfDtJTO079bvV7latVmXnmhBCCCHEI+LGjRvUX9vNZdQ3imX2/Djlx5/BMw3Q93+1mrEXWS4PH1pMUd8aUWuJyhuf3td5ta4BlC9Ez5lb9Jy5SbpzAaU2Fv2lOtZI+u5/ZjcMhePc+xmXly0yhQRefPtW/coxUc52iwhPDkfZeJjow0ouj5jjOJjm6ShqCvEweHi+6RBCCCHEqbK+vs78/DwA1/wv01vvxxu9SLJvgsJqN57RYK7t6zg39ev3nKcAn1FkvZgkHWv+alCtYW69A0M1dj8YQENo9RLas/jCcpnZkrPlYS8ulQj6+kmFlnC1D9czKdcjhDyDup7BqNoEq+343Thtmc/SUr667S0VDoanUNpCq63vd9ii9SQJp5W5wPiOMSz7Z1GTJtGYn4HeC0cY4eHwPE9WggohhBBCPAJut4JUTo3BL/0S40//BLlMlvrFxzCCfgwVwueEadj3tnKvhbLUar0bCwcP4bGx6oQpummChS/v6fjiuYuU3v+DKKVpaX99O/oNSoFC8/7ONJm6Q8BU9AT9mHjcGk9xYWSVmTmbciWE41l4rZfB2n6emheoUo4NweKnDvQZm2F26K9haIfuyee2PcbSdWK5W1y/ohk6e4lAIHCEETZftVolGAwedxhCPDKkuCaEEEKIIzc1NUWhsJGEXgu+DMBMYIqeSjfezAWKRoaIl6BreetkrHPyz5jt/y5SkUzTE9bJpT6q1FmNXtvzOQY+/skXFrYdBg7wG2N1Ev4yZ5M92JVJLLfGUOnjLCafhfUhDHzEitOkix/F79w/NPz1kpnPgfE26kaFslki41sEBUEnSketH4CSmadgZqn48nv+LHvV0ugiPH8Zs+txVuwZSr6tY65YBabUVfryF1hamqO9vbvpsRyVRqPxUO3CE0IIIYQQW7t7xtrZz/8fAAx86ZeZefpv4viidF/+beYe+yANa4sZyQpMlWexOkJX6GZT49IaJkpvIfKXv0Po1a/u6Rw32Y7tr9Leu3PL+/4zE5jjQ2jdwDMLGIESRmwBd+kpCkU/uWIKIgsQmd+1F5qKL1MvDXPjsR8jXJwitn6NWH7jdzHX/60UY2cwPJfE6kskVl/CdraeNX1QlUA7pUg3Bi7j53+Yvpu/gaW3LgZ2Tf8xudgI4xiMXHjiVD/vVyoVQqHQcYchTjhleijz5HTCOUmx7Nfp/V8LIYQQQpw6dyepVaPCRODeZHM2OAd6DhS0Vxuo7m9HGXW6Z/+IaOVOMhiqLRJwZrg+d5a22DLp+O7FqL2quz5c1yZWfZJi8iraqmOutWK5IRqpBfTrV2gq8HDoClvb7lq77T9dLfPhpyK8oXydWHUSgEB9hVzQj98N0p39qz3H2VV6lY7Sq2TDl1iOXSTmXKSuqgR1kMGF/4XfyTGdehfh0FkmfK/u99ewPQ391QuYjTV6vvx71MKfRL3n71JvtDIbGN0y0dZKMxu8ibFqkEy2ntoB27ISVAghhBDi4XZ3vjL45V/Brqxt/mzXCwy/8EtoNh55lVsjnX0jFgUWE/c+By/E5+jMDnMj38Zg5IvYavtdXvuhUXiGIv8N30/+Pd9Cx3/8V2jLZuWH/z7W5ATJj/7BfY/j0a98ltV3ftOu1zYtTffAJAtTQ3idd34PhuGQyykMfwEvNr/3WLvGwLEplFspRb+RbOkJqsF2PLOK7vgquhJkzTpPOTrAwK3f2PN1d1MK9zE79NdoTa/Q2qKZmrYYvfT3aJt/ntTa1gXJeP4mtdVORq/XOf/YW5sWy1GrVqukUqnjDkOIR4b0tBFCCCHEkbg7UZ2yx+4rrG167elkzV4HzyEWKjLf+wGunvlxyv6OzcP6xj/C4PhvsJq/fy7bg+hNz6E9zViuTihzAeXYBNxuPrtgE8lcIrR8CeXcaReiHBvtmbsW1m777GKZyeibNn+OlcfwuSkSpev7jlUBqdIVzi/8Lp3LHydeWeH8zH8m6KyhcBhY/ziGqpOotaO0wtI2O26v24OY04Kpq5z5s18GwF9a5exz/wJ/vUxHbWDb8xzVYM1a5ObYyw8WwDHzvNO7qk4IIYQQQmzN87x78pWRT//Lewprd7v9ZWpk5Sqmk8dnOLRlH6d1/fG7DnJYSN3AMUqsvdZVohkspWn33wI0pj/I0t/9SfLveC++dALe/GaWf/J/Z+nv/+N7zln9nh8kEN7bzjDLdlCmBufOYjjPnyNbTO44Y237C9YhNofufIViwkctOofu2ihEqnAF2kapBVoohXuoWxHqVmT3a+5ioe+baGtdprVlI/Hp73MYObPMSte7KIX7tj2vbeGTGA2HxYWdd/iddJKvCHF0ZOeaEEIIIQ7V3UnqirXIqm9pT+c5yqFKmaBdoyt1i5nVLqb6vodU5nO0r34ZjcXU0PcQDzdv1xpAOFClrhu8sFzj5XXFd3CJuqd5bjLP83NFLiT9fKc3SLV9o22kvd7D55fKW15rJG7zzs4wfzCeY72+kdw1NLiGb/OYUGOJi3P/nweOO10bJ708ft/rg/Mfgc5vJuW0gOejYdSYCe+/kAeAhlSjk/6/+k/3vTX0Z7/E2Pv/CQOlS7iqTtkokbEX0epONS/vXyVZaqVYLBKJPHjifNTC4TCZTPPn/AkhhBBCiONRqVQYGxvb/Pncp//lns9tH/1TRtt/mqHo8zS0zXjxLbSvX2IpcQOUg9UIoXScFv/e283vRYt/mqXGGTr6x1mZ66f65q8lGlgjnl5Ga4uV2V4Kj72F6OUvoi0br+MMydbRLa+VXU2jtSKRXt5st28YHmgLeG23XWocuD/P2BcFRtv8/V9EK40TnWZ26DvwMPEMm/bZPye1/sqBbpOPjeD6bNIt9xaYfJamvz/DFN+B0g52bZ3Y+hXi66/cs/OkZ+x3mbL+Bm3tPadyznIkEqFUKhGPx487FHGCKeWh1Mkpwp6kWPZLimtCCCGEaLpqtcro6L0JnKHLtNZTmBqW/HsssBkuhaKmJQb9bfM4juKm8QyG1qyn3048lKMztdL0+IdTC3zfmSF+61aGn/7CPAFzI7HKNzQvLFf43jMJfMUWrFIH2briIxPLW17nRy6kWGSVn31zO//jVoYXV6t8bXeYs9k/aXrM2wk6a1yc+Q2u9v0IZZVj1b/1EPO96KwN4SvNYJfuX8WrgLPP/Ru0sqi0DLJy/hliyYtkrGWy/ju/nxV7HnPa47GLTx04juOilEJrjed5GIZx3OEIIYQQQogDun7tGo7r3vui53Lzbf+YwS//Cr56cddrKMDwNK5W+FSdc7HPsFQZQuV6AI3WUbpDr2CratPjV3qJhcmzdA3eQjsWynJQCpRyCMezZL/um6hcegyv9xzR5BqmdX/7imopSD6TRFGiUjxDZ984WitcV4G19eLBw6Bia2h/FbU6QsviZ0gcsLDmqCALfe9jsH99y/fDwToXzy9TdxTFYpjl0DOsdD5L3+jvEKht5JSBega7liWbzZ7K9oqhUIi1tTUprglxRKS4JoQQQoimunL5MrfXHamuL3B3DUI7FsmFN7DiW0Or3dso2p6PgP9O0mtZmpBdIZN+G2c6J7CtvbVi3K9UwiEUmuQ73D5eXK1S1/cmo5+cL9ITbuNjswVu5Go7XusKy4x7Gb5/5Cw1N0PYgkj94AWug5hKPkPNaLAYnDzQ+UEnSrrehU/XGfj4f93xWKUdwiu3CK/cwrECTHzzPyLsxlix56hbFcq+HF6950BxnASWZVGr1QgEArsfLIQQQgghThTP87hy5crmz7GBz93zfnUyxdzjH2TgxV/b9VqOFcAzFMZdfddb/ZOs1/sIqgx90U9xWJufzseucD1vk8+kSbSs3vNeJJ6hUoxitXQST49jbZczGWAYDS50TTK9lGJhegh/sIhrrB5a3NtRq4N0Tv0psfw2owN2oFGstj9DpvUp4vF1goGdc0Tb0qQSJVIJWF0zmFLfT3ztVdKLn8bSdcLZUdZXU6eyuObz+ajVds5PhRDNI8U1IYQQQjwwrTVKqc0WkEZ4AZW4vye/shw8tULKaWHV3n33mulZpOL3JgcD7bPNCXoXtlXHp7benfSRyb3NLKi6HmHTpkSdL+sp/s6lYSg/YEuVAyhFhslaq7sfuIVYLU3aaaPlxedIzb20r3Mtp8rwc7/A6vDb8T/2LryaiWu4GJ55oFiOk9aaxcVFLMvC7/cfdzhCCCGEEGIftNZUq1XGxzeexaP9n2OrRgSBgXUK4wNoYNf6ktYYOPcUopTSXIg/36SodxY2y2jn/lbrSkF77+5zw+xABdhoV9/Xvs61uQjlQgrV9pVmh7oH5oEKawDjF34UbJeh/nUC/v0tvky3eESjq0z7+hlreQzD03iegek+4KDqY1Cr1Zifn6e1tbkzycXDZ2OX68lpxXgKO7BukuKaEEIIIR7IjRs3aDQamz+r1HWMYHbb442oS6Cwt+KEYYCnj6f9ntYKVzfvgXONEg0anM99pmnX3LsgFXP/A8iDTpQWp4P+v/yP2JXsge6s0LSNfZq2sU+jgWqyn4W3/cCBrnWcMpkMgUDgVK5gFUIIIYR4lN09Axru3632eobn4NoR1G6tIZUFHF+r8KrrI2C6ux+4R8Nt84wuRfCsxu4HN5NjofTBPsfM0Hfj+TTnR0oHvr3fdjk7XAEquBpmZlNYvrYDX++4LCws0NPTg8/n2/1gIURTSHFNCCGEEAf2+kSV6MSOhTUAzDp+b+cCxUB5gIAXBMMkV/TRljriBA+oNAKUnAdbseh4HhZ3dml5hodn2A8a2v4ZLn4dpuHVCbkRqqpM3arseEq61kXUSdH3iV89cGHt9RRQbh8hGNjb0rRCoYDrusRisQMPFNdaszA/ST6/jucpDENj+33091/CsnZ/FNZaszg/SSZbIBZzSSaTeJ53KgecCyGEEEI8al6fr0T7dy6swUZxrZQ8Q2LppS3f18Do234aA43H8XVkaBAmau+to8ZWXv84axivLW58wLj2H4iDNiw0UIyewfFFiGWvYun6tqc4KsDUyA+gbZORs/mmhWIqqNZ8DHR37nqs1ppsNovf7yccDh/4nvV6nYmJV9CNjUKtgUOypYfW9s495RyNRoPxsZdxHUWtFMeMxTEMQ2ZEC3EEpLgmhBBCiAO5e1aBQQVPO5ix3Vs9ElzBv95J2IlSsrZOBgNegEv9Y8faHqDa8LNefbCVoKsVh7ZIgJyxUch6pTGP1fndKMNBGQ2ClQU6Vz+DrQ93YPjAwp/gtX8nhuFgNNbxfJ0sMEVlm98/GqJOiuE//X9hOtsntfullU1u6GmG+i7teuytW1/GrXtYVJifi4LhYioXnx0mHu8kGo1i2zsXKhfnp1jPrBMgwwCvElAF6jrIcvUcN2+4KNNhYOCJbeen5dZXmVuYwe/lGDReZr00zPiNAq5nc+bc01JgE0IIIYQ4wW4X1nzxSRrZPgKtN7ZsBfl6/p4ZVngPsaWXtmwNWYkPYHplzqW+2NyA90v58flXHvAiBlpvFNp8lkPQX6Ky8CaUqmMYDWp2BhVb3kOPzAegwDOz3Hj8JzGNEobRYLXrWUYu/9K2p6y1PwMhxfnh5hXWADLZIIbn7jpf2XVdblx7CX9tHdcM4pghlGpgKAiF2ognW4hEIjvmC47jMDr6Vby6QSL3Kq1rXwAcysEeVmrvZG11CX/IZnDw4rbXGRt7iVrZJZG9QjL3CgvO+1Cei+u3GL74ngf5VYiHmFLeCWsLeXJi2S8prgkhhBBi316/AtQjCHpvM72UAk2Nnno/C8ySV9ktk7XjrlsUS4qVyoMV1z4ykecfvqGTW14GgAXy/EnjChH8RPDTaiUpdP8Nulf+gmT1cGaxrYcusJJ8BqWLDP3JvwVg7P3/DMfYfjdgd3UYqzTd1MIawMLTf51wxNo1WV1bXsKte5zlo5v/HlR1mKqbolqJkqussLIYQd+3Utjj7tY8NkWG+RK2urNLz1YVengJrV9i3R1mcsxAowiFg7S29hMMBqnVaszMXMWpG/QZnydsbvzz6+Yl8GDFGya7PkAqvfuKViGEEEIIcbQKhQJTUxst0Y1alUZuAAzwai7cP6LsPlaggDaDzL7hQ3Tc+GPsauae96vhDtQhL47bGxPL92DP64FQiVtLXZzrnAdgID2FqxXVepCa4ydbTlNf7sRtexXUIcwh00BmGM+LEwmtMdBXpVS2mZncPg9zlE225Q30d2a2PeYgHMdgYTnB8JkLux5768aLJDNXaV/7NAAaRSXQRc1OUQ20sbzWzpwV3dgKiIFn3M5S7spXtEcsf5321efvSYcjlVkiM7+No2wW2t7L9XINpRwSiR5Sra1YlkU+n2dh7iZWrczI9G+h2PhnMzD52wBMDX4Qz/Nk95oQh0yKa0IIIYTY0fTUBPnC/T3sR8Z/FUtXWY09yXLL12D2j+75mp69iNIVeqoJaqqFsdDY5nt+HcA4+mYk91mv+Fmp7m8g9uvNlR3G83W+JtrJl1jYfL1IjSI1FnWecb3Ks+n34mQ+TWvp6q7XdFQApR0Uu8emgaXUs/R+4v+Nv7ixqnX0m3+MklmgYVbvOz7cSJBqtOLzDAY+/v/d+wfdg8U3fidOaxcDg0/sHLPWLK3MMcjn7imwBlSJANvPUtAaNBYKjdpD4q8UpBkjzRhVHWGtNMRcKYeLjcIhxhxtxvUtr5VklqmVMWqNFTo7d/48QgghhBDicN3Xqv41A//5f8MDpj/4c/gHl7Eje9/lZOlZ6gnF5Jt/lPTEJ0jNf2nzvUpyAL91EoprD74gsaVjjrnxEcq1DCH/xoI0U2nCgRJhSqQi66zk06wuPYluewXMXXIQDWgLlLO33W7FbnyNAGfPLm4swtQwNZ2kZ+J/3Xeoo2zW2t9OruVxwuE1wqEHy9XuCVvD6EQ7LfEgfv/O88HXV5ah4W4W1mBjznS4Oku4Ogvb/GumUWhloXR9T78aS9fpXfwTNFAInyFXeozx1VY8w8TXyNO5/gKx0tiW58bXX2b8qkn/uXfuqRW+EOJg5G+XEEIIIbZULBaZnJy87/WOlb8ilXt58+eaPw2+/SWXZnsOyAHgn77AYHmAjC+PjZ9oIwTGzgnNUfAI8eLK7m1W3tcb5T09EQoNl/98ZZ2Fyr1J3v91ZZ2feDLNNwTj/IV3/b7zS9T5hHOTr0s+i+nWSVXvL1JWrQQLLV9PzUriGRoDA8PTRCqTtGa/sG1byaXEO1D19c3CGoCqlbBfN6A76ERpr/WhqNH+4h8Tm3t118+9H6vn30u15zxnL7x511aKc3OjBMgSUPubH6EUeyo4biWginTzyp6Pt4wafd7nmc6/BWTzmhBCCCHEsRgfH6dcvv85uP+//RNUY2MhmQFg2Zj29ou0thIangHAqa2zytfiWiEMz6URSFKJ92Hq4oOG/0BqbnBPrdS0hqWZAZyGTTBUJNUxf09BTilId84yuTCMbSxzpnP5vmu0xlYxgJXlx9HtL9+/g00D5TRGsRs89dosOgXKwQuvQGhx60KbBsqtdHVlX1ck1FTDHYTLs5uHLfV8I/nkBXy+AoPdGQKB5hbWbo23EQv7aO85t+vxS0tT9Cz8+b7vo9CoHebIbX8exEujxEt7X8yayF3FMSNUKk8RjUb3fU/xcFOmhzKPf0HzbScplv2S4poQQggh7nP9+nUcZyNhGZr+DQL17Vs+pnIvk4t+74HvpfquEZruJ1QNoO0G+AvQ3G6E+6Y1aM+g6Oy8A+qpdJCv7wnyV941OlSQf/RkL6Coux4fnyvy8bkSDvDVlQrf2Ld9K8QqDp90bvF1bV9LanqUgr+fTPQxDM+hHOjBMyB67Xm6Rj+zmZc6doT5N34LY13fj88tYzdyKF0FQ+Fr5CkHe6j5ovT/2X+4515DH/+v3Pq2f8Rg6TFujys3DJeeT/5XgrnZg//StuFYAXLDb+XchSd3LazV63UK+RLDvNj0OJrPwPOOb4C9EEIIIcSj7O7daoP/+X/b8Vh7ZZpqoIXw4Ny+72P5y4R7LpPTj6GMMtpy8TxNW6D5z837sVjuxh/ZvWC4PDMAToHzHQvcWuxmbvwsYGD56rS0L2AHaviDZUzTJWht3zY+HVulVI9QLHZCZA7yvaBtcH0YTgjLqNLXmyF4V9GrUPKzsBCnUegCs4Lnq73WFdHb2NlWThP0ZYmG7yR/SsHImTVu8E7W2t8GgGcYmKrE+TNLhzI6YHk1imU4dPW/eddjZ2dGsRrljR1qJ5xnmDQqFZDimhCHRoprQgghhABgeXmZ5eV7VypeHP3FXc+r++Lg3d9icD+Mvo2ZCCag5x+nNba3+W2HpVIPUGjsXFhTwHefifN5bxwHzawqMfvazrSIsnlvbw/v6+ug5nr4TY9PeDd3uZ4BnsFS7GnWY0+QvPY8nmnTN/G7WPX7E2erXqTvhd9BA5X0MLVYB9oXBE9TbOkgOPNVesY/s+W9zv7Rv9/T76EZ1s9/PeGwiWnuXIhyHIfRW5dp4yq2qh1RdAd3/7w3IYQQQghxmK5duYx71waH1o//OpGxr+56nusPY8X2t3PtbsquET6z8Zzv1gOUZzuIWUsHvl4zlEmSCFZ2PKZSCtGoW1zs3mhPf65rDphDa1jNxVma7d2YyeUZQIbu9p1nmGnPQDdM1OolfNolkQDLcknGF7csekXDNaJnajhOiVLZT6Xqx1AejbpLo2GR7s7cU1i7zbI0l84v7vE38eCyuRBDZx7b9biVpQUKmRzDM//zCKJ6cJ7pw/FOfl4lxGkmxTUhhBDiEee6LteuXbvntQujv8heRx9HS6MYxntxs62Yid3bKO5EZ7sxPIe25PHOMKg5NsXG9kO0Af75U20U9BoFdX9hsUidTzAOHgSVj4q3/SrQ295k9YDWZIP9DPz5v8Vq7Jws36aA8OoY4dWt++0ft0akhVi8Z8dj6vU6t25doY0btKjJownsAZk04ATMBhRCCCGEeNjNzc2Rydwp/NjLU3T/4e6LAG9LfeXPWW75m/iSX3qgnU9aQ2X+PG3+K4eyg2o/PMPG8mW3fb9WCbC60ENn9NZ97ykFbckcbckcjlagNwpaO3Eck0otgs+wCAVL9PfuvWhjWZp4rEI8trf85qh5Hti2veMxc7Nj5NczDE7/FpZ+sIWlR8VslChXV4De4w5FnDBKeXtqK3tUTlIs+yXFNSGEEOIRtbKywtLSnRWX58Z/BVPvf2Vb1d+BZ9iQT8EDFNd0PYhXbOdc38SBr9EsjuMjV98+wfzh80kss8Tnjd1XrFbYvbB2wWgnoQwGP/Iv9zTc+jSJzLzMamsviURiy2Harusyeusy7Vw9NYU1gFnjTbS1nz3uMIQQQgghHkqu6zIxMUG1eqeQsVv7x+1Ues6B5cOtxlGh3IFjqi0P4nPzpI+5y8YGH5Z/6zxDa1iZ66MjMkYytnN+Zym99Ty01xlbGaElvkRHx84LEE8jn+UyN3mZ7oGtd6+triySX88yPPnfTk1hrW7FybdcZLD3yeMORYiHmhTXhBBCiEfM6wd/t9gTrFV7uDHwIxhAsDKPz8kRrC6RKlzZ8VoamOn8NrSZxeza+4DlLRU6SIQzGwneMcuWDdarW8fxxnSQi0kff+E1Z6eYjWLIStP/J7/w0BXWAOJzL+FEktx0DeIJP939d5JWrTU3rr9EiolTVVgDcA2beLLjuMMQQgghhHioNBoNbt64cU9/gFB1lIrRw8Tf/N8xGg2Cs9cwa2ViVz6FnV/b+XqBCIXH30Ww/RV8weIDxeZUkpyPf+qBrtE8Bko5W76zPNuPz1gh1aSdYku5dhT1h7KwBjDQt8rUTAvXLr9I3+B5wuHw5nulUonlxXkGpn/71BTWAOq+GPjNXWdeCyEejBTXhBBCiEeA1pqrV6/e89pw+PMErI3ZAwnfAhoTW1WYMkYo6U5y0YvkoudIZ74KuPjr61huGcVG0Wkp9QxryadBV1BuFJYuoBMLkG+D6BIqtHPP/vv4ahRLkWZ83AdWdxQ1d+vi2gfPxPmc94CFxLu8wxomOfVZLOf0JGv71XLjEyTGPsvcO/4Wt0olhs9/DUopRke/Qpg12tX14w5xX2peGE5x6wohhBBCiJNmcXGR1dW7doR5mgudL222X8xX5gjZBbIFP3lfNxXXpnj2LSRe/HMwIDRzFVUpouoVFODaARa/6e9Qb+vFqBWpLJzHiayi/DWcXIJgzw3UPhf1GYZDVUcJqULzPvgD2KpuUimFN+asdTVnJlzdsVgvtjIydLwz5g6TZcHw4BqFkp+pyZu0xEO095zDdV2mJm7QO/cRAs4+c9tjVgn1EI32H3cY4oQyTlhbSOMExbJfUlwTQgghHmKXL1++5+ffWZxltFLiTDDMd6XfxGPJT6MUBKw7O9mGExtFOK3hGu9mpqMNlA3eaysjDRPLKeIaioHIlwhbeQCmi/2U1tsAH14lCfstrkXmcQpvolLPELTvH2y9H46zkWlalsbVYO5zwZ7P9HhfX4S/mitQuyvn/vaBGC4VijxYfLc9rrqIGi5tL/9FU653kplOnb7nf5mlJz7ATa1obe1DNzx6+NJxh7ZvC+oJujrfcNxhCCGEEEKcatlsltnZ2Xteu9TzKoYBkwvd3Jrp5lz/HACx4EY7x3SiQjqxsSOrUI0y7f92zGqGzFvfj1EtgekD7QIGYf8aAx1X8FkOrlZMLHaiizFcIwraArW/Z3pfywLTK48zEvvcA89uc/Bj0WCjF4jad6HP04rVsQTp4ew9111f6qQ3OXPw4F4X5/jyCC2J5V1nsj0MouEaI0PLjE224ox/lUK1TjJzjXB1dveTTxDHDFJInWW4XWatCXHYpLgmhBBCPGTy+TzT09P3vPaLU6OU9Z02HqOVEnm3hflSLz3RrZMvpeBC/HmUAkdb3Mo8jlYRMCwMn8fF+BfvOb4vMgVMcSX7LEZ8estr7kQp0KkxxucHuDQwue/zHa0YnevC9QIYBuAZgIP2/LSGZ2lNFfecBPuVS8NQ/Pu3deLoMh+fa9ARCnAhafNx3bxdVr0qweAf/6umXe80aH/lIywBCwQZNL5w7MPg98vx/LjKIhRLHHcoQgghhBCn0q1bt6jV7swCS0eX6UjcuzOqr32Oq7OX0Hpu2+fFaKDAhc6vohSs5QIsV7rwXAcvFGWg5QZhf2nzWFNpznTNkaskmM/YKGv/i+X80RWcXAtzxSF6Y+P7Pn+9kmKlcRGNhTJctGcC4GEwEvkkCr3nZ2MDTdntZOFmBNOoYcUNKqUInlsk7G/OzrpKPYyBQ3vbw9kOciuWpTk7tMT10U5wLdrXPn3cIe1bLnaRSKobwzCOOxQhHnpSXBNCCCEeEqurqywuLm7+/JnsGp/MbD9sO+6zSQbzO17zdnJXclJAgPPjv8KNof8nQ/GXdzjLAjcI1gGSOl8Fj4MlATNLKQIRRVfX8kahTkOp6Mdn55iZ6mBlxuRi7409JawtiQq1TIO2jjy1qo/vivsplWy0tnifegzDaAAen69NsqIO3s7RQVONdxHK7L8YeZq1v/IRil2XMOzTtwK2RgTT9h13GEIIIYQQp87dXTVM5dCTmiUa3DpnyFUS4Lm7Prvffn9lMU301hcJTV1m6Rt+iHBXacvjXW3iYaMdC2VtPbNsJ4avgeeY+z4PYLnxOP3+Fwi+1layoW3qXpiibuVW8V1YXomzr1vAuB3by5KwljEMqBOgkffj6o2c7dp8EpM6JlWGuyYOvJjNZ9XQ3qP33KsU9HevMT2bOO5QDqQWaqejdeC4wxAnmDJOVltIZZycWPZLimtCCCHEQ+J2Ye1fT9zY9dj+QBClTLS3t0eBqLWMVudZSb4Vz2tgbTM8GyBh3yK3MohrmBiBdVTL1H3H6GI7GC40gqAcVGxh443lC7Td/u/7VGlE6enMbyaPSkE0trEi9uy5ZcZH0+TLMRKRnQuKANFgBWfFIBqtEY3eWVWrNWitsCzN+Ggrb/JSfNSZP1C8AK84c/jf+TcZ/uN/jdL7T+5Ps7aX/pCpp76TM/zljv8+nTQmDbRT2/1AIYQQQgixqVgsAtAeX6A1tv0CwNty+QgYey9iRZI1aq39FAefJNWy/fVjwQzZgp/S9BvAgGDnDaxA8Z5jtGNSL3ShrApOJYodXcUKFnCqYdxSnK7Yq3uOa/OaWuFhbBbWAHyqjo86YTNDqznKjdp79ny9dHCR9Xo3Q/bn73r1ZbTeSIZqhJmovZ26YxM4YMt923Lw+6pMTAYYHHh450NvJRyu4/e7TA9+N30Tv3vc4eyL6VZoNBpYlnztL8RhO2WNeIQQQgjxep7nba4C3UthDaDsunieh6PtPR2vFAS9WdYSj3Mm/sqOx3aHZriY+BxnIl+GWuK+9/XqIF5uECObwq4ovHwX2tmIw9OKttTBEjcDTaOxfQIRCtUplu9deZnN+bg+3cO16T4WV2Po1zZSOY7aso2GUmzOG3AcE3sfCf9WFikw6qwz+q0/Sz3c8kDXOm2ii1dJXPsEY/o9m18CnAYehrRYEUIIIYTYh9nZWSYnJwH2VFgD8Pk25pGV68E9Hd+ZXqMRj2OoKu2p7RfTWUoz1DHPxZ4r2EYOtxq775ji7JupZ7twV1IEHB/VpSEAnHKaiLmItc/5aAAaE3bo0KGUxsDbzEdumy8McDP/DGPZN1B0kpuvl2ohLO5f8KWURilNTUfxMGi4/n3HereB9Bh1J8LoWOS+2B52A31r1P2tzPd883GHsi+eYaJOW+99IU4p+ZsmhBBCnDL6rqymVqtx5coVYO+FNYCVRp0/XV1irnJxz0nSUGqcS6kv4Dcre4gRxosXwb6/zYuHD5M8F+Jf4Uz0CjFrCtaG9hz7dvfT2MQT28dm+10K1QjZUhStoVb3MZcboLWzQVdPmbKX4trsWa5OD3FjbohEcutWMredGVnEIPJAcQNc85Z4sTHH5Hv+/gNf67RJjX2G8NRLjHnvPu5Q9qxCgmh08LjDEEIIIYQ4se7OV65du0Y2mwXgsd697/jqTi9hmw7Ti117Ot5UmvPn5zl3YW/Fu4ZjUfcSmK+bT6a1Ak/R3zLGSM80/elpcD0apQSGVaPu7K3Y93or1W5CKrPjMcposFAdpuJs5BhzhUGKdNNjv0zcXmO+coFr+XdzM/dW8l4/nb7L214rYc2TNCfJ5g8W72ZMCs6038BQFtMzD3at00YpODO4TDE0yFriDccdzp7V/C34fI9eO0+xd6bpnbg/p5XsDxVCCCFOkbvnFNxtP4U1gK+Lt/BULE6b79UD9+DfjtZwLf9ODLsEqfHXdiVpcAOwMoKhNR2Bq5vHd4cmuZbvRpdSYHg4jtrcHbZXSoGiTjYbJLFNgS2RLFGtWCzl2phfa8XDpLMrRyy+sVMuHF0HoF5XaK0IBHZuVdjMlZsL5Kl4HeQ6LhJfvLr7CQ+Rtlf/hKm2s6yGekibs8cdzq7CrDGTnSHd1ic72IQQQggh7uI4DtevX9/yvf0U1uqOxdxKJw1HMdIz0azwNq0VQizlh7DjM1jBAlqrjd1e2Tbq67341Soh+06ryL62OaaWhwl1v0rF6DjQPVsCi4wVB9CabfOvPvtFFhsXmCz3YXoVPGUxbH8aSzmEzBxp3wRaQ8VL4jcKu7ZWNwyPhvvgyZ5S0Jee4NbCBbSuND1/PMmUgqH+FUb1O0lmXz4Vu1SC5XnmZl+ht+/J4w5FiIeeFNeEEEKIU2J6ehqAm6UCI+EoAL+/PM+10tZDwLfS4w+QbTg8k0oTVTO0hZcPJVYMBf4q3sKT4MFGCxSPdv9N0sF776kUDEe+yljmTYCfUi1AwKtTqERJRTKbyVut7sOyGphbZDS5UgTtBVhfNbctrikFXT05tIZSyU8wWGOrNvS2rYHdK2e5bBjtlXc9bq9edRYIPf3XiH/k0SquAaRe/XPWn/4AaU5+cc1vFIm7M8zOvkpv7xPHHY4QQgghxImxVWHtUs+r7HU9ktZQrEVpNCxKToJzXS8dqAXjbqqNCIZVx61HKIz3Ai5gYHo1znTexLYa9xwf9peI23Nk557EMDQN16asEygcor7112JX1L0AtlG+r/ikNaxU+tHYVLwEYbJbxhVQRQb8X8LRFhWdIGrdvwtPKQiz8w642wpuB10tB58PfTdLafy+KssrNh3tB5vhdlrZtsZvO+SjF0gUrh13OLtqXf4s06Fu6h11bHtvYyCEEAcjxTUhhBDiFLi9Y22pVuV3lw+WIH1LKs0TkQie1uhGga7UWDND3KQUdPgvkyu30R5+hbC1/cyD2wJWmQuxz3C98HZmVvtQygWzwnK2FcPw8PBQhkZri7b4Mul4FoDF9TTrxRSGcvGA9s7d76UURKP3zyfYr3iiQmY9zbcYXfxJ48GT1mUKuLoXrSyU3nkV6sPGdE7XgPQWxpkvxJidbdDT8+bjDkcIIYQQ4tjdzlf605NEg3tf/He3G7Pn8NwGnrKw3blDKawBdCaWIWOAB+1dV/d0n+7WLP5MlaXKRW6V3oFJHQPNbNmPgQbD2/hPYCD8In6zgqN9TBWfpE4YPI1llAga2V3vZSmHqNpbe8udtFq3mFm9RF96knBg55b3e9EWW2Qu001H+9oDX+u0MQzNTjPzThIDTcfcR5lRFv0X34m11YpS8UhTykOpk9OK8STFsl/yt0sIIYQ44UZHbwFwrVTg9w9YWAM4FwwzFHuFsJVrVmjbagms0RLYX9JV12Fcw8ct/yt3psKar/3naz9b2sLIj2BZLuVqkFw1xA3/VZL1NAPROOHw0a2itCzN0Jllbt1oJ8o6BR68QFSmTqn9HNGFK02I8PTInnk7AU5Pkq4Mjy7vZSaKMbTWMjBcCCGEEI+024W1/exSe71SLYj2NBf79tfu/iCUgu6WpX2ft5prIRGcpjt8Z4eeo9U9xbm1ahsTxbcwEv00Y8W3EjVmGI5+iev5Zxn0f+5IWyomrTkUDWZWLzHSdROl2LEt5W4igRJaP3qzvLSGat0mUho/7lD2zN/I0Lb4SSZtjzPnv+64wxHioSXFNSGEEOKEq1Y3dlk9SGHtH/cN49P5IymsHZStKhge3NPI/nWJn6McRu0xvLUzAFzzXwOlydtZSsVWJsZaSLWUicaOZhbARqvJLF83NwSex93fJniewYuNOea2afuylXFnncRT7yP6Rw9/ca0RiFFqGyE/+BbcaJKzxkePO6R9UYYmrmdYXZ6hraP/uMMRQgghhDhW0UD+wIW1QiXC1MoAraHR5gbVZPFolUoleM9rr9/11hJYplyPc7P4TiwqdEUnAQi7M4zX3kVIrdHqu4WfwpHkK3FrmYLu5Mb8RQzu3R3iARd69tfm0DQdCiU/0fCDdwI5ybSGas1HLh8klw8RrU1h6dPVbSNcnsGsaVzXxTTN3U8QQuybFNeEEEKIE8zzmrM9fr5Spi+cpOJECFrF3U84BhOFCxTM3ds61lWNJXOGquHCa8lsQ9W57r9CVCdoLKRYXIhz9tzikSSs0WiN6Pn7V75OjLVgNfYXwDTrPG50ormvrvhQ0Mpi7cJ7yfe9CaU8LFWjxRgnzhdP5WD0JFNMZ7oI+APEku3HHY4QQgghxJG7vWvN1Qf/8j7kL4PhsVruoy11MheZaQ2ZYjtDiS/vemxv7BbzRZe20PSd15ITNPQcy6VupmpPYasqQ/7PH2bIm3rsl+97zdEWt2r739GUCq2zuBghOvxwFteqVYv5pRjVqo1p1AnUluldfI5g/cHbdB6H1oXnmbQsBi88K902xCZpC9k8UlwTQgghTrD5+Y3dah9bW36g6/zmygLvqlXAezPD0RdPXIGtrgNUjFYWfHtbOblub1GEU1BQWa5ZWc5Vuhi92U5LukBLutzkaHenNdTrFlOs7+u8ViIYnkem/2lapl44pOgOrhZOU2kZxAkl8AyFG4hiOHWUW8czTPz5BQKZGXzFlc3ioGOHKHY9QW7oLTjBGAEzxzDPY6vTn5Cbhkuv9wJTixZam8RTLRgHXbIthBBCCHGKDbUfvGWeqTSP9V7hxswZbkwPcKZnGvOQ5q0d1NhMG0ErS8DcW27RFbn/9+FTdbqjE2g9wY3is4zWnqXP90VsdfQ7olbdYQJqf23ZtQan4VBzImidP3GL47SGUsVPterDdU1cbaBdMC0wjI0v78PBGqFgHcvSm+fU6hbrmTCFYgA8TWLtRfrWv/hQLHYMVRdILb7AuAH9Z9+Oz/fotfUU4jBJcU0IIYQ4ocrlMplMBoAX8pkHvt4n81nemkwzln8Tj6U+9cDXa6aGtnFxNneiPagbwXksvYq3PEyt6qOr52jbYdaqFgaNbd+P4OfrfH2AhYEDGHhYWJZLIFgn88R7Sc68iNLOkcW8k1qklcWnvx8dCOMzy1heGQyNnyqOF0bjw8ClYJwjo/1oz9xsk2ng4TPLtHGLuFo87o/SdJbRoN/7HEtLWdbWIwyfffdxhySEEEIIcSRu71rrTs005XrtqRVm1/tYK1Zpi52s50bH9ZOKrDTlWkrBucinWCl3M1Z7lh7fV4haR7szqqITRCPbL3abX4qSb3QDoKijsQGDgMrjM6rMz9r09B3dvOvdrGVCLK3E8FHFcvKY9RKqWsby6rjKxrNsPNNiKdiOa0TxbpfOPFCGQ7Ayx8Dip7Cd3TupnDbxwk2sRomZuku85zwt6e7jDkmIh4YU14QQQogTanx8Y7Xjv55o3lDvj2VWeV/85PVbN/AwaO6OH0fVuR64xoXCEKM3WmnvyhONHs1uqUwmzFRj+8TsPb4+2jorxGIV6jULZWps+05hcXE+xvi3/AwDf/Z/YDnH29s/M/QM6xe+nrS6Qqs5vfsJD8MSz32yjDrdvMSE+w601tJyRQghhBAPvenpjefCaCBPMpxtyjUT4RxL62VC9snqsgGA4aFpXh6lFLRH5og5eSbLbybo5ujyvYStjqZgVdNR+iJbz/SuOz5yjV7O+j8JaOqEsSlhqY2Ff462GK++g/GbRYZGjrfApjWMT6XRdZeByd8i4Dz4otSHUbg6hz3zHLM2UlwTKNNDmSenFeNJimW/JPMXQgghTqDbq0D/zeTNpl53pVZDmym0PlmPAIpD2qGl4FpwnAljgrmZ1OHcYwulos04W++WS2s/hrJIJCooBYGgc09hDaCjK0+6rczU+34KrY5vLdTayLvJXHwPZ82P762w9gjTnsL1ZN2aEEIIIR4N+fzGQrL+1qmmXtcyHWaX0029ZjMYaGjyYkCAoFXgXOR5lC4yVX+m6dffSl3bgLdt682ZxTYS1iyWqmMph5DKbRbWACzlcMZ+Hocw0+PHt3BTaxidaMNXXuLM6K9JYW0X1UAbniX5ihDNdLK+WRNCCCHEZmENwPWau4InoBQbSeHJmmEwXbpI3jy81o1lu4oyysxMJanXD/fxp1SycV1Fkft3nCngbf5hevp2n8XWki4RjjrMvftvHEKUu8t3v4HcyDs5oz6GdUQraE8zDwXKk11rQgghhHjo3c5XLvW82vRru56FoU5Wpw1HK7SZJO7beqfXg1IKeiJjNLwAS40z6ENO1eYabyRgbt1lYyUTxjXCtJs7z8JWCobtT1NspKnVj6dgMzHVgr+2RO/kHxzL/U+bhhUlHj9z3GEI8VCR7F8IIYQ4Qa5du5PENLMd5G3nwlGUmztRw6en80OUVYBla+FQ73PNP8ZiJcPEWNuh3icYrBMKNfg2+wLvt84Txt587x1WO+FIjWBw7zv1VP1oWlneTSublTe8n0H1yXtWqYr7eR7kvXZmeYpQOHzc4QghhBBCHKrbhTXbqmE0eSOX1huzmFvCh5sX7NfN6TO0BscPtWWjUpqh8BfI11uZcZ46tPsApK1RGjrItdmLjM323PPeWqmXPvtLe8wXN6qAqklzs/djLRPCqXv0Tvzekd/7tHGVzVrqa8i2vIFkS/txhyNOAKVO3p/TSvaCCiGEECeE4zi4rnuo9zgTDOEZJ2MXktYwUXicstHCpH3j0Jf8nK93YXgxLN/hFouUgr6BjZ1p+VyA98wN8pxzgyA+EkYLHZ1Le75WqeRn8HO/c1ihbmvu7f8PYtYsflU+8nufNg5+5rynGBq+gN/vP+5whBBCCCEOze3CWkdinsVsV9Ov76HwsPAFbOD4n0Mr9QAT870EzRKtwZlDvVdNB5guPoGrAsTV+KHeK2quETU/BcB47RmmF1ro61xjYTmBpWoE1N5m3tWIYlLHZx1tcc1xYGklzuDkfz/S+55WmfgT5Dq+hoHBJ7CkLaQQTXWK64JCCCHEw8PzPK5fvw5s7Fg7jF1rAJPlPJ4KHMq190tjUSHNLf819FHsjvKSDAyv096Rp1o9mqQiEq2CsdHW5husHlrbiuwnnzFNTXbgzYcU3dbKyX4a8Va6VfPb/DyMfEaNpDHOemYUo9nLt4UQQgghToi7O2yko2s81tv8Z8WNuWaa9Yy967FHYX45QThYZjD58qHfa7XaTcAscdb/SWzKRzYjO64WaLhBALL1bgZ8X9jzuT5quNjUG0f79fLMfIp46Tp+5/DGCjxMUpmvYlZy0r5eiEMg5WohhBDimHmex5UrV4DDaQV5txeLJc4Hg4d6j71arbTiqAYcVRsRD6Ym0njaRXs2I+cXDr39wOxMkor32nw1w0cotL8VuL39a0zpb6Jw7q20fe53aURaAcg88SyutdGC0KrmaP/c7+IvrTYl5tUnv41W4/LuB4pNbdxgMtuK2+ZimidrRogQQgghxIO6efPmZoeNwyiq3aYUBFURWx1uN4+9qjbCtPkPZ87a64WtEgvVPm7V3o3llVhRZzkb+NSh3lNrWHbOMtA2jqsVBnpfLeEtVafNusHo+DliwSwtbS61mo9KSVMs+NCYGLgEA3W6e+tNyb20hkrFpnf+Lx/8Yo8IhUvbwl8xaXsMX3jPcYcjTgClPJTyjjuMTScplv2S4poQQghxzI6qsAZgGgaGFWQqf5b20BwB6/jareScblZ9e2+R+KBuBq5hYtFQdS5U+lhejNHRtfUg72Zp1C1CRoT3+y5g+TSBfcxaA7BtzfDZZdZXwyx87Y/g87mAQTxeJRCoAFAuRZh5z9+n7y9+Ebv6YKs3q9F2nFCCpLH3FasClKFp9y4zMa45c/bdxx2OEEIIIUTTrK6uUq9vtJU/zMLa3XL1drxlg6706rHO4jFM/6G3g7wtYS8SMPNYRh2Fw43iu6nqMAFVOrR7aiw8FDPLPbjYpKzJfV+jxTdN1FxmsXaR6ek4llHFNDStvjEso472LNbqg4zeijJyrvDAMc/OJ4g0ZqQV2z6FqgsE8qusrc7Rku4+7nCEeGhIcU0IIYQ4RrfnFhxFYQ2gNxDEMAyKXj/lQoILyS8dyX23EjKzhHSUPNkjuZ9WGs3GFwPX/NOcz14iGq8SDh/eDLrB4RUqZZtg6OArNZWCdFuJdNvWiXU4XMfzDBbe/SH6//yXHyBaWH7qu0mrq6d6oPBxCRvr+J0yufUl4ikZFC6EEEKI069QKLC4uAgcXWGtqsN4yiTn9BGv14gGHrwgc2Ceh6sV5hF12giYdxY+tvteZbL2DOeDHzu0+1nK4Yz/EzgECamDL9KzVZU+/1e2fT9qrXCj+nWUKjXCwYPnXo5jUCwFGJn6owNf41HWtvRJZkLtpFq6pJ29EE0iX50IIYQQx8B13c3C2q/MHO7A6rt9KrvGr8yMgeehjRj6aGdP36OhbRpG41jurVB4mKhDTpSVgnCkOS1QdpJuLdCw06ydf+eBr1FKD+OG46TN6SZG9mjp8F5lZfkmnnd621oIIYQQQgCMjY4yNTUFHF1hDeBS71VS1gQASyvRI7vvdo6qsPZ65UYCg8N/prRV/YEKa3vVbl1najr+QLOvZ+aSxMs3UBxjEnuKmbpGcvnLjI9+5rhDEcfsdlvIk/TntJLimhBCCHHEFhcXNweC/+uJG2Scoy0w/f2eXjrasgR8VfKNjiO9921aQ81LUFe147m/0hiGS3CfbRpPKqU2dskVLn4tU+/7B/s+X6NYeup76FHHt5PxYWAZDZJ6gsmpzx93KEIIIYQQB3b58mUq1SrxUPZIC2sA+UqUbKWd/pXfo+4ljvTed6s2bI6znUPQX8M+xJaQRy1hzdPpu8r4VJrVlf3/Xgslm2rVol1mrT2QWOEaZrG42epVCPFgpLgmhBBCHKHLly+zuroKHF0ryLu1WDZKeaRTRVrbiiyUh49l99qtwlsomDUKVvbobw6gwdOKG1dDXL+a5vrVMM4pr7NtzGdbwYzGmPzmf7jn9Zwaxcx7foyQnSGs1g81xkdBkmm8Sk0SViGEEEKcSre7a7TFluhtOZp5Y3dbXAiQqlwl3FjGrq0zs9hy5DE4WjG2OEJ35NqR3/u2ug5ScSLcyL2Na8X3MJcfOLZYmiVhLTDk/zTL660sL5p7Pq9c8TEz10LXzB/IF9kPyADa5z/GzK3PSLcNIZpA/jdJCCGEOCJXrlzZ/O/HUVgDyDh1XG8jkYlHq0QiDW5lnjzyODQWa+bakd/3trOVfiKBAp3JEue7R0lHqozebDv1BTaA/sF1/PEAU9/6U3s6fv7tfxMr7NKnvnzIkT0aDAO6vJeZGv8S+czx/TsuhBBCCLFftwtr57qu0RZfPpYYwlFNyWwDoD/3ZxRrrRSrkSOPw/A0cd/x/A60VmRq3cTTFVqHavSdX6ISGOBW9uljiaeZ/KrCsP+TrOVaWF7Y/WvphqOYnGmha+b3idYWjiDCh5+/kSWSnWDsxqdwHoYEWOyboTyUeXL+GNIWUgghhBA7WVtb21wZdlyFNYDHA0FM486epp7uHNqKH/nutZCxRtRNHN0N9cYfS9sMFbuwzSB96WlSkQyW0nQkV0iGcozeSDF+Y++rKE+qnr4MZiDA2tDbdjyunOyjnuygH2lj2Ex+o0i//jyFxc8wev1TrK1My8pQIYQQQpxotwtrEX8On3k8X7hrDflimJDe6PRhUacr/ylmFtuONA7rtTlrWh/d16Zab/wpNNLczD5DNF4k3Z4hHK1gWZrekWUcO8qt7FOsVo5+N18z2arOkP9TrOZ3/+c6O58gnr9KrDp3BJE9OtIrn6N96q+Ye+UvGLv2cem6IcQBHXyKpBBCCCH2pFwus7Dw2iq7RpZvTLbwiUyG+hEPYu6yA3xbZzcDfXdWYCoF0VCZG4V3odwySf8s6eDCoY8XqHgJSubKvs8bLnZgqeRrP2lqOsNkaOPzKCy0crj9a1UoussthFQrytgobBiGJhYt0Jm4ed9n7EwuEAokWMmluXWtwvC5ynGOWXhgkWiVUt85WsY/t+X7GsXi099Pp/Hiqf6cJ5XPqNLFqzjax9rqEmPrkwwMvw3LksdvIYQQQpwstwtrweg6pVyUUjVI0D76Z+HRyVYsp0pr4YXN1yK1KYzo27g6dQGfytPVliXsP5pZZErtL1+r6wAT629Am4GN890qLcFbpMPruFrhsVG4u72wsaajzGRHcK3IRvsDPEzlku4rEI2X77t+38gihVyE5cU341VepjW49ICf8PjYqo4yHBqOwmdt/XsuFP1UKxa9S391xNE9/AwgXJklPD1LxW5loVzBiScYGn47hmEcd3hCnBqS3QshhBCHKJvNMjs7C8Cl1PM4WgGXeFN0gI9l1/lSPntksYRME5+qEwjcuxK1tzeP1nnyxSCrK0OsZ/tpCS/Q4pvZd0K5Vz6KxNwEJatw7+vaJuYkSDutgIOri1QNh/ngCmcqgwRtg6H2GygFdcdiIdNBsHYBAAMPjcHdqUA4VKI7eRNrm4TtbkpBMpwlHswyvjzEwmyD7r7T1SZDayiV/OSyQcqlAMq6Pym/bekt34ffLhJXq0cY4aPHMhq0c4OYu8jkqEFr2wjxVPtxhyWEEEIIAdwprCmzQbJjmpLPz9RiH57yc6Hn2pEW2FzPR2vtyj1tthSac6u/hYPNWuQJphYfI+jL0ZIsEQvmDi8YDypOhKBVvOflfCPNSqGLmpnGauQwdYVwMEtbeJ5bhXeS7l0lkVpHa6hW/CxPX2Ila8Jri/3wjI3KBh7K8Ih3FUi2zu8pJMvSJFvyhMJlZsfeQIv+2KHla4fF0RZZt4eC7sDx/Nt2UNEaZuZT9M38T2m7dsiC9RV6Zv6A9dKbGa83GDj3LKZ5+ru5iO0p5aFOUCvGkxTLfklxTQghhDgkKysrLC1trCa8lHoe2FipGPVlyTpRiq57pPGMV0o4bhulio9wsHHPe0pBIlYhEauwng2Ty3axmuvlXPwzh5JQD0avUc2/nYgzwlhwFI0mUo/So/uIBAqkEtMopSnXQtQbfqKV82jDJBpc3ozHthz6W2ebHptSkI6uMbsWR+sipZKfYLCxpwLdcdEalhdj5HJBFFWCkTyxZJ6sTnPrW34CMIiOvoLdqGB4UIynqbafBy9HXQewVfW4P8JDL2jkGNCfY3apSjYfoa//rbIqVAghhBDH6nZhzfKXaeu7CYA/7lJcKoHyHfnOtdZUhhXvSVLlK/e9Z1GnvfhlWoovsRx9mvn6IGuWxWDP4cy47YiPM158mkhjjP7WSRxtMbU2QsPfSihZpatjhmIxjOsGKa4lWM+PgOERS2wU45SCULjGwIXFpsfmDzhYZp2STuEnT03HCKvVE92NoqaDzDTeTEMHsI08qUQdXawyNh0HD0yzTjKuMNj4kn11XaE9xXLqcQYWTu8OvdPCAFrWXyRYnmfKhXTvE8QSp7v9qBBHQYprQgghxCG4ceMGjcZGAet2Ye22vDfIby7PMlurHGlMGvjo6irfHogxOJDZ9rhUokQqUWJ0rIW8007Cbn4yo5RGeXkC/hBnqxs7z/xWjZ7WCYL2nUJP2L/xO+pmb6s5myXkL4HRxc1rNrbl0dA+TCPL0Ej9RCStjgOlYpByyaZS8dFomPhUju7hmXvi84cqNOp+AKrRN1DSG8Uc09K0J8epFGLcynwtF/RHT92q19PINBr0eS+wUhlh7FadoTPvRJ2Ef6GEEEII8ci50wpyjWTHzObrpdU42AnOdx39nOh0ssLyukHFaiHobF00s3DoKnwWXfg8N9p+EK3XDuX5PJWosljUVAO9XMv04RkmoUSZrr75zfvFEhvtKZPHUIOwgw6LpbM0vCiWWcdxfbSZL5IOrB99MFuo6RB5t52KTlHx4nieQSq8RHv6TmeNRCRLvhxDKZdKLUCl5MfzFIYBqUiVZGSJqZWzjPoinJn+w+P7MI+QUHWBnsnfY75RJZtup6/vTccdkhAnmhTXhBBCiCa7najC/YU1gLR9ne9pHeaXZic56qaDSTu452PbO4rMTg8fSnENQKsofekJLLXxWzhJNQbbcmiPL4Pn0RrfaOsyvjTEzWthwKGzI0u85ehaZWgNmbUI5bKPasWH1h6mUcEfKhFPV/GHSlv+/vzBKv7gRrEyEr+/bY4/sIrrmFwrPMMlPnvYH0OwMU6jjZsEnXXGbyq6Oh8nFE8cd1hCCCGEeITczldaukfxh+5texhtW6OSibGw1kF3a/N3Xe3EcRWeMoHdd/crNIHaKkvrKTrTzS8oaQ2G4dE3sgga1An7BrW1O8v6coLWxDLBUJ1a1WJ2/CnWszkUDkOxo52rXNcB1pwhKl6Cmg6jaGCrIqGgS0dsDr/duO8cpSARyQMQC209R2+4Y4Ibc2coBboIV492weWjynIr9E7/HsvVZxktZxkaebcsCHzISFvI5jlh/9cghBBCnG63E9WwlWEg9vKWx3REl6k0bH6yb5DP5LJ8Jrf9LrJm+rH2BIlQhHTr3u4XDdcwzDhjmfMMxq8fQnJmoAx9oopqd2uN3VktqxQMtY9TqEap1IMsLMaJtxR3OLs5HEexvhomlwtieBVC0QztfSUsu3ll2WT7EuXiWRxtbRY6xeGLGqsE9AvMzrsEymm6Oh877pCEEEII8ZC7ex5055mX2KpDtVLQdm6K5Ru95Csj9LdPE/IffgtxreHG9BB2I0/Q2dtM4I7S55j0fwBfpkE6Wdj9hH1wtIXBa7nKCcxXLEvT1nWnqOgPOPSPzFMpBVhbSFDSbUTV8qHHUXLjrDlnKOkWInaGlliJWHCxaTmeUtCZWmKGb+X8zf/cnIuKXRl4tC9/kkL5DBOOonfkbdi2fdxhCXHiSHFNCCGEaBLP21htMxj9CiFffsdjB1Oz1N1lTH2BJ0I9/MrCLB32Rvs+y1As1ir0B8PELIubpQKl7SY979Ggz0cilOLc2f0lOmeGVpmeTTGafYyR1OXdT9gXA8s8Pa0IlYJ4qEA0UGCtcB7HKWIdwpOU1rCyHCOfC6A12FaOdPcK/kCt+TfjtXkQkTyjuSc5r758KPcQW/MZVQa8zzKffYKx0jqDQ++QVaFCCCGEODSLixs70brOvrTjcUppOi5MkZ8PMrE4SGt8hXRsnWItit+q4rg+/HaVXCmBpRyiwfwDFVO0htHpNkLVefrzf7Hn84LOGn2ZP2Xa+yZC4UlCdvPa7tecIEod7YzsB2VZmmi8jOuaLMwME40fTnGtqiMsNi5Q1XEMGsSCOUbS41iH1GY+ES6wsN5OzUrgd7KHcg+xtWhxFP/kCrOuS7Ctj87Os8cdkhAnihTXhBBCiCYxXlv6OVF405btIF/PNutcan+ZG8tn+Me9gyjPwfA2dg55VheGbmB5eRqJXmaqNX5r5WBtWc4Gw3xfRzv9ffufR2BZmoG+Na7f6kBr1bS5XFqDsYd2LyeRUtAaW2H0Rorzl5rbgiabCbC0GMc2s7T2LmHb9aZefzvJ9iXmCmdpaBufOpp7ig2G4dHhXWa89m6q1SqhUOi4QxJCCCHEQ+r8+fNcvnyZ+VtP7lpgA4h1VYg411kePcNqvg3cChgW4KFVEOVmwFNgddGeXKAlen8b8t1oDbcm2lGuS2/+Y/s+P9xYpLP4Gabmn+LCwMS+z99OqWxhWqdnIeDdEqkC2eUOZvND9MTGm3rtidrT1HSYRGiV/pbxI+tCko6tMTH43Zy/9WtHc0OxyXZytC08z5z5rXR2Hnc0ohmkLWTzSHFNCCGEaKLz589z/fp1rqy/e08FNoBzbaPA6D2vuVpttiHRGuy1i3xXSxv/a21vqw/fEInRblm8IWQSCoTp7V0jFLy/z/1eKAVBf42lUjed0TvDzhdzbWTdATwVADaKi552OBf/7K5J1kKpl2ATV5Yetbb4GtlSgrUlRUt785LufC4IHmhtUViOkOzMoo5gd59SEEutcXP97VziE4d+P3GH9hTTxjOk23qksCaEEEKIQxcKhSiXy2jXRJm778xSlqbj/M37Xr974Z1T97E4cZaQv0rQ3r3bguMoljJJlHJZz6cJ1Jfpz//pgbsvJiqjLETeidb3znG+OdmNVn40AfA8UCZhNU9/9+4L5LKFVjqGd+5GcpL1nVlk4sYwWje3AFbRCSwqVCo2a9kQraly8y6+g9Z4hvVCktXQWdLlW0dyT7Gh7O9gqfc9DJ9783GHIsQ91tbW+Pmf/3mee+45lpeXGRkZ4cd//Mf5oR/6oV3PLRQK/PN//s/5/d//fRYWFmhra+M7vuM7+Ff/6l8Rj8f3HIMU14QQQogmsl7rE2gaBytk3WbetUNMKTjTcpOi+9Sezv2eRJSLLSlCoTpoj+7u5QdOqDo7CoxPDhJ3sgRUiZoOkdEjhKIene2r+O2NxHx8IsVUbpjB5NiO18vqfoaTMzsec9J1JheZWu2gpb15M/P6BjI4jiKXCbGy0o6/6BCJH01SH0+vU8icoa6D2Or0Fj5PE+2ZzBlvJJhMk0r3Hnc4QgghhHgEDA0NcfnyZQzjwRZw3d3RwrIb+NQquXKcoL37YsAb0wOEa/NoLDpqnyNZu794t1+RyiTjc110tuUI+0usZBI0rBZai1+ipfgSCtBY3Gj7EHWngG1tn6/VHRvP8hEMH05b9qOgLLDtBiv1HtoDs0277nn/R6kSY7VxhqVCL62pG0279m560vNMee8lfVOKa0elbsVZ6nkv/efesfldhxAnQalU4r3vfS+XL1/m7/29v8f58+f5n//zf/LDP/zDLC4u8jM/8zPbnus4Dl//9V/PF7/4Rb73e7+Xd7/73bz44ov8yq/8Cp/5zGf4/Oc/TyAQ2FMc8rdCCCGEOAQtgeYWjrLlGBV395Wlw8EwXaEIyWSVtnTzijKBgEMkXGWi9DUYnkYZHm3tBdKp0j3H9fWuMzrexfVcN54Hrb7LpMP3rgx1tUIZiqB9+IPRD9NyrpWg3dzB6dWqxfxsgkZDEQrOHVlh7bZwIsutzJu4xGeP9L6PEs+DCkkcgqwYI4QSCTo7HjvusIQQQgjxiFhdXQXAaHIbLscJ499l7nTdsajUg3jKR98BWkDupLv4SW6EfpDJlRYM7WI1igwU/pCQs7J5jMKhI/85Rr1nAA/Dq3O2ZxrLcu651tJKgnDsdC820xrqdZtEcK2p1113+1l1zqKoM9g23dRr7yYcqKIMg7K/nVBt6Ujv/ShxlZ+qv41ysItiywgdPU9KYe0ho0wPZZ6cVowHieWXf/mX+epXv8pv/dZv8df/+l8H4Ed/9Ef5pm/6Jj784Q/zoQ99iN7erRew/uEf/iFf/OIX+ZEf+RF+7dfutJrt7u7mwx/+ML/+67/O3/7bf3tPccjfDCGEEKKJLl++DEBrsLmJhoeB3zS3fd9G8Y8HBrCtBkp5JGLZpt4foK83B+w8R8Gy4PzIxmrVas1iYvJx1tZynEm+srkbb6YwQMh/vMmq1pAtJ/GZdaLB0u4nbHF+tRHk3MUHL35l1kLk8wG0NqjXLRLJOaLp/cfUDPGWVYrZszjawlLO7ieIfWl4fqaNt6JsjWGY9HZ/DX6//7jDEkIIIcQjZHHxYHOcd+V51GsWhLd+e24xSrbSgV3LEHNGtz7oASg0F5b/267HJas3SFY3dlutBJ/k5vybiNlz9HRkgY3n/GKjha6W5s5W3i+nochno8SSBawDzH4rl4KYTgn/A3ak0Fqx4DxGnRANHQTPYahzBr/9YJ1aDqotvsp037dx/tZ/OZb7P+xy8YtkWt+EF/BhKIvBgbegjmqwnhD78Ou//ut0dnbywQ9+cPM1pRQ/9VM/xV/+5V/yP/7H/+Cnf/qntzz31q2N3a/f+q3fes/rH/jAB/jwhz/MV7/61T3HIcU1IYQQoknK5Y1+8xHfatOv3RpZY6XUyfuSaf4sc+f6Cng8EuP9LQkS8SJdncWm3/ugAn6Hc2cXmZlLcDP3VsJqBY8aFaOXkfSDt345qJnVLvKVGNorYxgRBlsnCQf2NytgtdAKHLwAdrv1Yy4XwGm4xFszKNMlGC4c2VDwrSgF/mCJ5cIgXba0W2m2otdKONlBZ+fZ4w5FCCGEEI+g2wsBO8+81PRrt52fZunWBeKRAoG75q7VHYuFxSjFRivDq7+LrZvb+eFBtFZeIl4bY7zlO7g1EyYeKZDJtxKI1AkE68cSk9NQzI61oR0DyyiTW+ugd2gRy95fgW1lNkGb/8UDx1HWcTJOL3m3k5CVIRmvYpsFwsHjXSSZiuZYzLSh4cAz+sT2colLDFx8lxTUxImWy+W4fv0673//+zEM4573nn76aQBeeOGFbc+/cOECAFeuXOEDH/jA5uu3i249PT17jkWKa0IIIUSTeN7GVvb+6OVDuf751qs4xlsZr5bpDwQ5H4wQ8/sI+KqkW4vEoyevzaJS0N+bZT0bYi3TTq1mc77zGpZ6sBkP++VoxdRyPzXHxtUVZqKXQUFXto2JlSEe693fP7OAXcVj70NuARwHajWbbCZEMe/HNvNEW5cJx07OFwwAkXiO1XIvXUhxrZk8D7JqgL7WweMORQghhBCPuNd9F9kUSmkiqWlmlzsJBSooy2M1l0Y5VcK1WYZLf4Wtj6c7w05sXWB47X+RDY2wYjxNOF6ks7+5rRT3opALsjYfx/UsEpElWvoaaA3j1+MszbfQPbCy+0XuYlkalxSQ3fM5dR2gouMsORfwPI+Qr8hQ2wwB+3gKjdvx++rkwyMkSse3YPNhVLfiaNuWwtojQCkP1eTWwA/idiz5/L2dgfx+/5adXubm5vA8b8u2j7FYjGg0ysTExLb3e//73893fud38gu/8Av09PTwrne9i1deeYWf+ImfoKenhx/5kR/Zc+xSXBNCCCGaJBze6IFyZf3dXEo93/TrbwwN13xHWxc+LwdGjUioQV9vtun3arZUooypNPOzvgO1NdlNoRJBGRq/XWU510ZbfPmeAp7WikojzGzkMvqudofziWV6c3HWiwlSkeye77eQaSeVyOzp2ErFYnY6hdYeigaWVaL7zNSx7lDbSSBcwqDzuMN46CwYj2OFIjKvQAghhBDHprW1lZWVFeZvPUnX2Zeafn1/tEExE6JaDqLcHBguQ+u/dyKLanfz6TKtxZfIWYPE+pp/fa0hn4kRiRep13zUKjbJ9L0L7MqFANqFwYuzm3mCUtB/ZpbpW51ozZ7zB8dR1Os+knscVbDUOMu6M4CigUmdZGSVtpb9dfY4SuFAmfW4FNeayQOm+r6XwbNvPO5QxCPs9cWyn/u5n+Pnf/7n7zsul9sYVxKJRLa8TigUolTa/v93lFL8s3/2z7h69So/+IM/uPl6R0cHH/vYx+jo6NhzzJLdCyGEEE10/vx5rl+/jucdzorQkdQrNLRN1M4ym+3HM9LNv8kh0Z7BxmN7cxWqYaZWewAD09C4ng+f2SAeyjGz2kPD9THSeQto3FNYu205PI8v17ev4lrQV2E9E6Gta+ddZ+WSj5npFKn0JOHkyVrxuR2lNlaOXXG/HvAIuAsM21ePO6xTL+ots6ZbjzsMIYQQQjzC2tvbWVnZ3w6o/bADVRKdU/gCZSyfw8LVs8AhJEWHxsRQzZ8lNj+eplFVZFYiaFfhGRbRRIlaxc/STIporACGIhQr31dA89kan5sjuxoj1ba3ec9KaQzDY62Upj2684y92fqTlN0oI70TR95d5KDCgSJr4SGuj/woeC7tM39Jsjpz3GGdagYQrC/d12JPiKM0MzNDLBbb/Hm7+eS3u0Ztx/O8HXdgPv/887zvfe/Dsix+7ud+jje+8Y1MTEzw7//9v+dtb3sbf/RHf8Q73vGOPcUsxTUhhBCiier1jQLKYT2TBqwyATZWEXbEZhnN9uxrFeNxKuT9RIIHa4HoOIqaE7hnNtrtz72w3sGKNQWeR4vTSslYhVw/S7k2yiwRpoPxpUG268pfs0o4rqZQCRMNbr26qe5YrObTlGtBPM/Ab9fBiDIzZdHemcPeYgaC48DMdIqW1nFCifuLeidZ59AYtXIYDI/scjdXGq2cNV7AViev9ehp4eAnEuo+7jCEEEIIIQ5VMHqnAOQPr7JQezv9+Y8eY0R75/jCBIJLBzq3WrGxTGdzNpp+LT1wHUWt5mfw4hxzl4MEw1Uq5SCTN3sw3Sqmr0qpEsV1TMKB7JbX7jxfZuZW547FtWIhSGE9SL3sw7Q0yvJY5zFoRGg1R7fMF9cafRTdJOd6T25Xja1EgxXOdo1RawRwXJMFvp3qyudpz34FxekoEJ5E2rKly8YjwjQ2/pwUt2OJxWL3FNe2E41GASiXt95hWy6XGRzcfhzDz/7sz1Kr1fjoRz/Ks88+u/n6933f9/HEE0/w/d///YyOjuLz+XaNRf7GCCGEEE00Pj5+ZPeylIvhlskVgiTjxztYei9c1yDo23uR6drseQA0Bp7nAiZ+q4qpNNVGAO0ZGID2ylTiG0W7WYoAZPSdGWrBQhsLXoZ6sPb6W2zKmGtECqkti2uFSoSp1V581hqx1gxKaTLLQcLhFTytmRhtwfZrevvXsCwoFW1WVyJUqz4i4blTV1iDjaJlMLLxu/D3T5FdbmW08B6sxgwjvleOObrTqWIkaIm3H3cYQgghhBAo62g6KiR6MyyVzqPZbpnbyeLtY5ddvW4xPdaDSQ2tTZRbR1t+fGYVMGg4PgzPwzNMkvEFlILeJ27nbGW0nkYpyK6YrC13kO5eJxzZ+otin60xdIN61cIO3J9bzI220CgbRGMF2trq1Bp+8jmFHXYpllOsO99AizVOm28UrWHVPUPW7UF7iuHu2VNVWLvNtlxsayNfCQfKzPrexI3WZxic+E0Czt7a94t7adOWnWviVBgYGMAwDGZnZ+97L5fLUSwWt5zHdtvLL7/MyMjIPYU12GgL+YEPfID/8l/+C9euXeOJJ57YNRYprgkhhBBNNDAwwOTk5JHdrycxzsziY8SjlROfFCVTVRZn43Skcve9ly3FWMmn8TyDRDhPS3QN7RmsBuaoWPmNdo5aEXSjKG1SCee3bPG46a7fxUz88vbHAUorkrqd6DarVNeLCcLRFVo67yRpwcG7i3DrrM7EGbvVjm271GsGscQSLd2FE//PZC+UglTHCqF4geWZLkCKawdhUkdrWUkrhBBCiOOnHftI7qMUmEaW2eh76Sv85ZHc80H4GgVKxSDR2L0LF7WGldkk1ZKN6XOJt1awfA0M7dA+sE4gWEMpqFUt6jUbzzOIxEo75gK330u0uiRa53aMa23GQps2ln1//qM1VGsBLgyNbV4zHKyQumvzR8NZZ2Kunazbi/YUFmV62lcIB07+As29sC2Hoc5pJhZ7WY9doGv9c8cd0qlkeJKriNMhGo1y4cIFvvSlL9333gsvvADA2972tm3PDwQCuK675Xu3X99r7i7FNSGEEKKJarXtd0cdhrAvh60XmZhsYXho7UjvvV+xSIVZleLWwhDxUJ6gXWE520bVCeDhsBycw2u4VLJplvNncfUaJXv9zgWUpqLuL8w9qEijlYi/TEs0S6UeIGhvtD4s1wKUamEK1QjdXTu3h0n35nDqJWrVEMFI/qEoqr1ebiVN0h0HExxtUaCTBkGCZPGTx6J6Kj+350GdMDalQ2vnWvYSFIxOWvbQVkIIIYQQ4mGSPrfI0vURcvVB4rWJ4w5nRyG9zNLsOXK+GsmOIo2GRWYpitYK283SdqZEfgHWpiJoFaUlOUcofGf2jz/g4N9iZ9mDymdT9I4sgoZ6w8L2O2gNlVKQzFIE28nu+BzuszQj/QsUKmFM5RLyP5yt3sv1IOfWvwhAzYqTj5xF6Qah6jw+J4elT8cM7NfThoVrBvE5BxuxsBsPWEs/jfadwmROHIgyNv6cFAeJ5Qd+4Af4mZ/5GX77t3+bD37wg8BGQezf/bt/h9/v33xtK9/yLd/Cf//v/53nnnuO97///ZuvT09P8wd/8Ad0dXXx+OOP7ykOw9ttApwQQggh9uzy5Y1dUpdSzx/pfa+vPEUoAp0dW8//OglcDddvdrAUmqallEQZPsrGOmuR9WPtExOsJ2iv9eB5Jh6asF0i6KuwWkqBV6ZjcAXbbv5g89OmUgqzvtCB5xmAh+WrY/pcnLoP7Zp4nsLzwKMO1Ghx5wlbecKsoQ55OLrnGVSJUfOiKMPBwMNAY9KgTIKaESXsrRFlAWVsPPo6ns26MUDB6AClwTVp9W7gej4wIMFMU4ptVS/GmP46/L4MhgaUR//QM3vq3y6EEEII0UylUomJiQmSHRMEo81ftLadRs3P6vgQ7cUXSJRvoDiZbdPnom+nkuglHKlSXAlg4NJ6toY/UD/WRWSTryQwAkEajh/Dc2nrWWdtPoZRr2KbRfoHHo6OGQ9qbq2dfHljFpMyNH5fDTCoOz60NjemsXkeGDWsaoZ05ir+2grB+uqhx6YNi1KwD60slHYAD6XrKM8hl7iE5ZYJF8YJ1paBjYJX1d9OJv1m6sEknvKwSzni669SC7YSKs1sHvugltrexXrscYJGFsPRaL/H8Pmvb8q1xcmSz+eJx+P86Ed/DTscOu5wNtVLZX7tG3+UXC63p5lrAJVKhaeeeorR0VF+7Md+jJGREX7nd36Hj3/84/zbf/tv+cmf/EkAXnnlFV555RWeeOKJzTaPCwsLvPWtb2VhYYEf+qEf4qmnnmJqaopf/dVfJZ/P85GPfIT3ve99e4pDimtCCCFEk9wurF1MPn9oO2C2ozWMr4/gkARl0t2VIxY9WSsSs/kg87M+JpNHN5dur/xOGF/VTzG0Tnd+AFMlSXdNEYrcP4NNbE9rqNcCNGoBKoUwbsPCcW1MZ4ZzdnPbSXoerBv95Iw+PMPAUJpE/ALVxiqeruFqF9cp4/dHSbVcYHXlCrVyBZMGHgptGKRazpBs6cIwDMr5LMvrN6nXNLZf4VSrGHjYlIjrGSKsHOjvtfYUJVqxKWFTpESaZf/jDA+/vam/DyGEEEKInXiex5UrVwDoOvvSkd+/XvOTGW1Fqwh2PUN//s+x9MnKV0YT30nLiCYcPVntErWGzHIAn6+GP2wyN9qGVj4eG7hx3KGdOo5WVKpBStUg5VoIx7VoaJOhid/A72Sbei9X2Sx1vIdGMImnDAiGCQZaaThFPM/FqRdBN0i2XMQORFiaeQGjDspz0MrCs6Fn8B34/X4A5hauUymsgbIx6nmU44HnESrOkMi8cuCdbXUrTt0XJ1BbxtJV5nq+hdbHvplAINDMX4c4AR6m4hrAysoKP/MzP8Nzzz1HoVDg3Llz/MN/+A/50Ic+tHnMz//8z/PhD3+Yn/u5n+Pnf/7n7zn3X/yLf8Fzzz3H/Pw8sViMZ599ln/6T/8pb37zm/ccgxTXhBBCiCZYX19nfn6e9uAo6eD9Q1WPUqkRZTp3iWDQob8vc2JWMVarFhMTcSYSJzsJ9JXCdLrDdPSNYwdkx9qDqlX9LE13ccn86K7HVr0Yc7yJiLFIwwgCYHoNFC4aRd2IoLEwqW3sNLQDDAy9Y8+Dt28/9u5nUHetVmNu5gW0AyYOFlWCOkOEFWyKGAZoz8TBj21sPYT+bg3Pz039jZw/fxHLkg7tQgghhDgatxcCHkdh7fXWppLUyx105D5NsnbruMPZNBX7BnzdYdJdJ6u49nrjt2LgRrnYN3bcoTwUJpZ6CM2+RGv2y7seu9z2LA0rguWWca0QStcxtIvpVmjYcRxfBDCwGnlq/lbi3edoSXfvOZb95iue55FdXyGz+Cq4CqtRwFfPEiwtEC5PYeqNsRUNM4zynM2fd5KLnGel8+2MXNp+ZpU4nW4X1/72X/wa/hNUXKuVyvxf37D/4tpJIBm9EEII0QTz8/MAx15YAwj7CpxLfYGba08yNZVgcDB73CEBEAg4eMbJf/SI6BihSE4Ka02SWWwn6o6BufuxS8YFuvrfBLBZeNJao7XGMAz8fj+GYeC6LlprbNveVyz7Kard5vf7GTrzLLAx3Nh1XYq5VeayN8A1AQ9PAXgYnoHCxfaKaMMED0LeOg0jQNhbw/H8rJpn6WiNYZp7+IUIIYQQQjRRsvNkdJBo6c9Qr5ZZmHwWe71AuLF43CEBENRrFHJR6DruSHbhxjjTdbLn150WjlZUakG6s7t32XANm2JsgJ4zTwMb+Yrrunieh+u6+Hy+zdbvjUYD0zT3/cy/33zFMAySLW0kW96zGUej0WBl+QbrxTUMR4NSeKYHWqFcF9MpY9XzNOwEgfIiyq2hTZtwcZJC7CzF5CD9w3vfuSPEo+zkf8MlhBBCnBKmcXKKMRU3iqvilOqwsubgtx38/gamcjnWzTIGoDnWGWs7Udoi6qXxB5aOO5SHQrUSoF63OGuP7ul417AJBoO7JpXHtePrdoKcau0i1br1ty5aaxqNBoZhoLWmXq8TME2WFr+MP5BmsP2c7FgTQgghxJEqFDbaxQUj+WOO5I75a63YEZuV6NdQrU4QaKzgcwtYunxsqYLllnAaJzRRec3cVBDDAKWkEVkzzK504i/dxKK+67ENXwzDcu5pl7jdc/1+FwE2g2EYWJaFZVn09T+57XGO4+A4DpZlUals7NIsF1dZzI2TTD/GcEvbgRYlCvEoksxeCCGEeED1+saD+LnEZ485kjtKNRuzso7yyqyXFdoXBjOMZ/hIpwq0tR3PLDG/r0GimCIbWz+W+++FARjGRrKqNWSWOtCuItm2jGWfzOHrJ1VhLUXCHd/TrjXPA08Zpz6RU0ptzkUANpPvoeF3HVdIQgghhHjETU1NHXcI99AaUD7+arzI29v8rKpzhGOPg2GBYTK89rvY+ujzlURllKXo23CcEpalj/z+e6E9E2V4aG2AgkrdZnG9jaBdpS2xemJGApwW5XqQkfnd29cD1OwWQrHBQ47o8N0uwAFEo9HN/2zvPP2fTeyNaWz8OSlOUiz7JcU1IYQQ4gForbl58yYAJ6EmoDVcWXwMHzY9i88Rqizc876jbMYv/N1jK6719WWpj3URX48wlZo+lhh2opXDXPgmxuoZ7GCV5Zk+tJnHb9dYmBrk/2bvv+Msy87C3vu3195nn5wr567UcZKkSRqNshAgENFggkEGYy4vyAYbsMG8XPvzGvsFY3xJ1+ZiE00wNggkBIwEClhISEJppnN35RxPzvusff+oqZ7u6equqq5TdU5VP9/Pp6Dr7L3Xfk71qGuv86z1PG09i/iDzfnZHUdO1abTWtvz+UrrW6sohRBCCCHEwV2+fLnZIdyhWvYxf2OY65k6v/elNL9z68jWDprveswm2P56BnIfPvLYFA7tuc8yc+V1BP3LdI223u6w3oE8CzMWa5k2PGaNtWySRPUlUvYQ2dIww93TWKo1E4OtRmvA3XtRFV9llVRqGnqGDzEqIcRxIp9cCCGEEAewPVk9n/hYcwN52aWV1xApztO/9MEdjyvtAM2bJHoszemxZW5MdOCthal4ck2L5V40Dtq1WZkdIJ6cJ9q2tVutUq6wNNNDMJol1r4qq0L3oF638JPa07mGAUn3BrMzJsMjzx9yZEIIIYQQJ9/y8vJW71rl0D1ysdnhbCXWbo7ynz+X4eLqzmX4DMPApHLEkb2irfQSoeosU8mvB5Z2Pf+oKQXVGlTKcZQqMl59PxY1uqrXmVaPcX1+lP72ecL+UrNDbXlO3QKjvufzvbUUnlKGfDpFKBY/xMiEEMeFJNeEEEKIB3Tx4tYEtVUSaxNrvfiq+Xsm1uDlOvFG81dguq6BcvfX3Pmo2DqAx1Oib3jujte9vioDY9NM3+ygmB2lrXcBX0AmrbvZTxIyzAqp6hDlcvmOXgZCCCGEEGJ/HMdhfX0doCUSawBzVwf49YvZeybWAM7G63jc5laKqJuBpt5/N/WaSa/+DAl3+o7Xh/SXSJUXmFt/A16rzqnOGVkQeB8Vxwb2V/a/Y/njLPjihGJvPpSYhDgKUhayceSfWCGEEOIBbCfWDCrMZwe3at6/TGtF2QlslZk4IlpD2e1ncP4P73veQucb2eoq1jy5gg9ddyjZ6abGcS9ls0Dd2Xn9kVIwPL5Ke+8K64s9RxzZyWcYEHaX2dycbnYoQgghhBDHltaaq1evAuCpblLKh+847tQsnNrRrrfProXYqFl8bvHeu9IUEAuFafbHlcuBZ0j0tG4p+FCkQkF17XgsrtY5W/ljqtUyK+n2I47seFGGZr//rXmcHMqpUK/vfcebEOLkkp1rQgghxD5tJ9a6vZcIWWssxAcF1gABAABJREFUlc9yPf3MbcUWDUyjhna3fs1uv24ZWbqCS4TtzYbHVHDieMoZLF2+73lOeIDB/sbffz/CwTIYsabGcD92OYCh7r+7b2XZxu8rHlFED5cYc0xlh9Bd4yhZaiuEEEIIsW/bpetP/+1PkYuPs157Exm7++U1dgaGdjBcjassXAwwwHA1diBNuCeDZdcaHtPaTII/v7F7wkoBbfnPNvz++xGuL5BZ7ieebGoY91TIe2lz793XWAPaCBMLzt3zHAGm0jzIwtP42meZvmkzcvotjQ9KCHGsSHJNCCGE2Ift0ioKh4S9NVkZDHxh1+u0ho3aKRYKp0lWJ2gPrTY0run1PpLFm7uep4orrK0lGRxIN/T++6EUWGad3s0uFhLLTYtjJ/F0D1ErQVf/wj3PyWxYGPUEyZ4bRxjZ8WQYLlXtw1b3T/reThmamDvNwoKf/v7XHWJ0QgghhBAnz/ZCwNHP/gcAwqnrhFPXd72uasfY6H2O9fJZOsavNLScoOOYGP4IF1c37nueBnBdSp5OgrWVxgWwT6HSFBv+C5QKDv5g8/q/vZrjKKautRMwCnTol+553g37bYR8Rfze1om9FVmWAw/QqiBcmCJVfBLHcbAs+WhdHD/K2PpqFa0Uy37JcmAhhBBij1zXZXl5Kxl0NvyX+7pWKWj3TtHlvcJmtbuhcRVrYSzDpmvtr3c9d3jmf1IoeimWPA2NYb9GR9awrTa8xRboZ6ChP3OWwewFYlaC/pEpbN/OfSCyG4rURj+d/dK/YC8sT4U8nfu+LuKuUC3lDiEiIYQQQoiTa7sUZNvsRzDr9+5rthO7mqZ76oN4SptUSuHdL9iHhYtdfGSqRL66e938/+szKeYjb2/o/fcr4KwxkP5zFidbY+taZgNuXu5n+novcZYZdj5yzw90r3uex7SC9LctHmmMx5Gl9FZd+gcQyM9QLu99AaEQ4mSSj4WEEEKIPbp06RIA58N/8cBjBMxNNP5GhYSjLaZS5+le+ciezldAcuEjLC01dsK8X6vrIbRr4NpNDQM0dOVGCIUrDJ2eYmBs6p5Js1LRx+bGIB19c/dMvok7eYNlVur7T665KLT24Lr3L88phBBCCCG2pNNpHMfBrOZJLn7qgcfxFlcprTRuIV5qIURRxfnA1fyezn9x1aCOS87b37AYHsR85K0ot/ll4Ktli7XlXoacj3He+UN66/cumXnTehbDSjDSNS0LAfdIGS6O2v+CT1dZbKRnDiEiIcRxIv/UCiGEEHuwXV7lIIk1AFtV8aga11PncfTBS0hcWT5Pcv3viOR2L/WyLZF5iWqtuTvXqhWLTXOZqtWcCavSNm3pQQbzjxALQVv3/cvOVKsWK3PdtPfO4/XLCsW98ngr6AeYrFqU8eiSrAYVQgghhNiDfD7P/Pw8AKOf//kDjZWc/wSVaieZ+Qh6941m96XrilRqiP/fxzbYw6a1W16YrJP2jh3s5gfkGhaDF9JNu//mmsWNS+3MT7bTpb9IkPuX1JxSj6OtTka7771YUNzNUg4l3/4XA0ZTL1JL3f/vRIhWZQKm0UJfzf6BHIAUhhVCCCF2sZ1YOxc6WGJt27D/b1ipnuZ6+hm6AjeI2SsPPAEyDItgaX5f12SCoyjjcHcEOY7B9EyCam3rUcP2OETjFfIZm2rNxDUU0ZqXphT+09CXP000mSHWNrnrz147ioWpXpJdK/gCpaOJ8YTw+koYtO16XsUNUnQTFFSSmhFCKwPLa+Pz+Y4gSiGEEEKI4216ehqA03/7Uwcey66mGfrS/8Pi+DeylksSP7WMZZceaL6iXYXjQqq8vyzd2wddPNXs/m+4DznvAAvhN+EaWx/rRkoTWJTJeoYAcJWHatWDz1c71Dh2srrop5CO0l//AlHmdj1/3e2h4hlmvOemJNb2yWPVKHvbCRen7nmOi0HR10M50E0p1Efd8uNaEEn2HmGkQohWJMk1IYQQ4j6Kxa2dVRFr+UHLsd9FKej2XSNV72G5coql4mmGI5/Dq4oo5VLXiky1g5C9SaEWZ6PSQc310W5P0+Zfu2OsttACC91fzujkr6NcZ0/3X+t7G50dea5e78BUmpHh9YZPwqamkqT1BmvRrXij2RjlpQib3jXKgQKeeoBSIN3Ym+6RwsY06yQ6dl9pWHcUsxN9ROJpgpHDneCfRJbHYad1aHXXQ5E4RSNJyYhTxUci2UtHrAvbtjEa9T82IYQQQogTbnshYCMSa9vsapaBi7/GjWd+nM3FIAYV4t3z2P6thWbVsg9dt1CqTikfpJyPAZpk3+zLz39bLMtB1Up8zZkQf7LHspC2AssTwFMucqX9PcQKl+gu3rsU4oOoqgDz0bfTO7qOz19FOzB/rR3DNGjrraFMja5vNCWxBpDN2XTo63tMrPWy5n2G4c4ZTEms7ZttORS9iTtec4GaFaXo76EU7qfk6wafSVviNIl4HNM8zvtshBCNJMk1IYQQ4h6q1SqTk5MA9Pu/2PDxXRSdgy+xsTTMZP4JcEEZVbT2oTwVlsojmJ4y/nCWgG+TlZVxLKNGzJcGoFCLUjdsXKvCzMDfY3Dm9/ZU71mbfpaWA4SXP0kl2M21G4MMDmwS8Ddu8uhok7XIK4nATCRNhvQrx82j7VkWyMcwtQ/X1FiujTJ3Xz2rX06sRRNpom2bRxDlCWUYlNwoBRIUVRIHP64Cy+uno+MCHT4fSpbYCiGEEELs25UrVwCILX2m4WNX/R2YlsPYaJpr1xNsLI6ijBJa+3AxUKaLgYvXV6e7q0K1qlibOU3n8CWUAq0ht5Gko3+TL/N0sZTz8ZmF3Ut+xwMmruVjNfxafuQjWf7DW89S9nRyKvOnDXtvJU8nSufx+bfmJMqCgfPN66+mNcxNRwgEqjg1D67jx3J3/1mtuz2seZ9hpGsar92cROBx5/eWSIX7yWcGKIX6KQe6qVteMDX+2BBtyX5Z/CdOnO1yjK2ilWLZL0muCSGEEPdw/fpWH7OD9lm7naMVN8uvJ2SsYbhQqwRp791K4JVyUXKpTkLBJcLJu3uAJbonWVi8wFKliuuaYIBpVdBWkHJQUfW24aus7xrD0M3fxnIKWLoMm7AefZRp3obBVsIpHCzS17f3go2OY7CRDpPLeqjVLPy+KtptndV8vZkxfB4LO1jG1SbKrBNNLt33Gq1hZqKPSCwjibV9qjsWlZKPat5DpewF12HJfoRE/Dy9sTiWJY+fQgghhBAHNT8/T71eR9WKdM58uGHjrnc9RnboGbyr02itsCw4f27reXhmNoTWDm3JMuHw3cmccsVkZfICyiyj6368Pody2cL2uHzro5E9JddW8nX+/V9vcHNza/zv+tMs//UrI1xLfhuussB16c/+JcHq4p7fU8HuJu8dIG2PAS6WLuEarfFMWi7ZzE92EGaZWsnGdrMkWSfuTt/3upTbwZr3WYYlsbYvrguVmpdCxUep4qNc8+CiWB95B109j9MuC/+EEPvQGr9JhBBCiBbVyMSa1jBdeQ0ok7zRget4UOYrZVP84Qz+cOae13v9BbpHXqRcCKNMh9xGF9VSDFOnGb36G3suC+mr3lkOsS3zIqHSHHY1BzjcOPsDTM9YYLgYGFiWJhItEw5W7hqrWlNMTHaQKhYo1bL8x2tV3tAZ5sv7/fhqEcqe5pVS9Dh+koVeAj6DnqHZfV07fbOdcKRAbA+lIx9mrgvVio9K3ku16MVxDBxdw+OP09d1Dp/PJ6s8hRBCCCEO0djn/lPDxqp5Qmyc+nKCQYeS+QRu/c4kw+DA/Us7DvQX0LpAOu0lFtvk8uU2MFx+/2KKv5rcewJoO7G27R//WZGusMVirsBw3OIn3vDlREs3qKgoHjePch068p/Fcu+er6z7LrAWeRKTPJ1dWfwhi81UkHTWh+Oksaz99YNrFK0htWaTWm+np/53xNn7fEUDS97nGemawSeJtfty6opS1U+h7KdU9eJoF9eoEIsM09nXi8fjaXaIQohjTJJrQgghxBHQGq6Vn0d56rT1XEEpcGrWHT0J9soX3NpVFohuUi3FGL3yaygONin0VVO3/jx25f9mLfkUmx2v509nU4Rsk7d2x+nuzhCPlm6dVyjaLK9E+PRyiv8+/coq1I8s5ZjKV3jP2AB+O00qMn+g2Pb9XooxOpweTBPCyRzR5P53nhmul3q9SjYVxzTrlHJBqmUfyqzjDZUIR1JY9v7/7o47XVeUSwGqOQ/VshdHaxy3RnfHY3R3JqX/gBBCCCHEEdG6sUmhUqCLucfeQ3dXgWSygtbgOPvfwaMUJBJbSS7LU2d6vbqvxNpONLCY23r2nkw5/MTHsvwfrx2kw69obwtRqcCEd4hTm3+MrfO3rsn5RliLPMnpM6nbkmgOvd0ZTFMzc7OP/lOL2N6je67XDkxNRnBrYXxGjoH6pwizvL8xsACDzXyUgF2hVrfIl4JUHQ9eT4VIIE8smGl4X+3joFLzUCgHKFZ8VB2LOg6m5aG763E6ZeGfEMDWv9Ot9O9DK8WyX5JcE0IIIXZQr9cbNpbWcL38HJa3QrJn+tbrD5JYu50/lKEU2uD6hfcydON39lQSci8Ums6NvyUbOctUwWFiucinVkv8KzdJNuPF69ekUz50XVOolPjd6bvLu0zlqnx4IcdXDfkJVZJ4KyGyVopa4JB2smlFW7afoArjsWskB5bx+e9eubpX/SOLbKyESa97wTUJhcu092Zxah7W1mzyqQEMFMFIhnjn2u4DnhAb8+3UlY/+nkdlV5oQQgghRBNls417rq744sw99p0MDORulXtUCmz7YAm80ZEUrhvnF746yD/5QKERoQJbibZ/+9d5fu6dSfr60gAsLygm1N8jWXyRshGj4BtAuSVC3jUs6+5Pbrs6cmRyPooFP6kNTbHooX8oe2g72YoFLwvTEZRhE3UX6Kp/FJMHm3NaOPRX/5q19CnSVhxFjbbaVQLuOulyF8uVIZZTHVimQ3dilbC/cT/7VlavK6ZXu4nHOmVXmhDiSEhyTQghhNjBdnPwRpisPInh0Xck1hol0TVLKRdl2vhWzrz0Cw0d26yXiXi8AKyUHX7wMyu897SPmG3ya5ObzBXuvwJ1oVjFcSJsrLUxk6vxxu4BlgMXGxojGsL5ThJ0EIrnSLTNoBowIbYsTWfvDiU6/RVCEYBNHEcxN9EFRhvxjsYkNludq2F87OlmhyGEEEIIIQCrkj7wGI6ymXniH9PXV9ixj9pBWBacHk8xORXlO59w+M0vPPjit1eranB5ZaFXV68mmswwN3EKr19zemCDrVa/994SEQxWSG9E8fuqeEyLlaU6vf177z29F05VMXUzjolNX/3zRJi7T0R7F2aVsF6F6p2v+8nQXb0GQI4OZtfeyOmem00rf3mUtKswzCIdXUPNDkUI8ZCQ5JoQQgjxKqurqwAkPDMHHmuj0knVDdHRc+nAY+1EO4rMRi+Wk9r95B3kgkMsd7wVbdr4Sqtow0KbXry1TSr+dl7aXHnlXsDPX9u9Cfm2qVyVn/jcVqNxBTzfHXigGO/Fqtt0F0bw+xzae6ePfMJoWZr+kWXmJwcJRnLYvsZ9WCCEEEIIIcS9XLy4tWBt5Au/fOCxpp/6XhLJMtFodfeTH0AmY1Mum3x24cGelb/pQohnev0UapqFXJ2OoCJfdQl4FGb1zsVwfp/D+Pm9j93XlQW2dgAuLEWp6sZWZVhe8FLItNOhr9CmrzQkqbYfYVbxOxNMrw4w3DV9rEuv7YXb7ACEOCaUAWYLFaFRLRTLfklyTQghhLiN1vpWcq3bd/Dda6v1caJt84c2kakUo+AYDF/9vXue4ygvmfgj1JVN29onAXWrR9tiz7v49ekCN7MZXtMWp1x3yVXrDEd6+ZupNRrVfeB83I/mACtht/NmCpS2iOW6CKsYya51wtHGri7dD8vSROOLLM/2EwzliXctn+hJq0xYhRBCCCGa69KlrUV7bTN/deCxtLLQKkh31/57FO/V6pqfj07kuLx673OG4haPd/mYTtW4vFqh+vKzf3tQ8dYhPxfOrlGtWBRKNj5vjVrNQruQjDducVux7CGWLD7w9Vq/0jeoWPAyPx3Fa2hGnT/DZu8LFBttUH+BiVqQq/Nj9CUXiQRPcIlI10BmLEKIoyTJNSGEEOJluVyOmZmt3Wrnw3/RkDG1tvGHdygv2CD+SIpyKcS18+9l7PJ/wdKlO46XvO1MD30LqWIO2/KwkXwKXJdY6iU6Vz9GKHeTp2JdfGFT8/Hl/K3rLmcaOwF892CEjHdufxdpRbjQRVj78agA4OK6LkoZBCIFkl1TLZHIirdXiCanmbnZRnFiDI+nTCieJRQ9vL93IYQQQgjx8NnesQaQXPrbA4+XaX8Ur69Ry+l2dmoox5cR5vlhi+99392L4r7t0Qiv7zYJePMUq2FMK0Ku6vL7F3N8brFC2QEDCAarBIPbu+saWzHCcRTVmkkwvL/EU3rDIJ2OUCv7UYaJ+3Jex2NU6NGXSbqTDY3zQShgrPYJisSZ2XwjxqZJwFukM7aOzz6c3YrNImk1IcRRk+SaEEII8TLTNAE4F3qhcYMewfb2eOccObvEjXPfy+DE/yBQWrp1bKnz7XxgPsNfLW8nyzIELMWPnh6m3N9BMv13jHUMwCGuprQURG2TZf/+dpj158YJhmsEgkWCka0dYXVHYbZgvwCl4NT4OlqvU8iGWV+JkF1P0jU0jTJbL14hhBBCCHF8nf7bn2rIOEbd4bBTEratOT2e4fqNKL/ydRG+731Zbn86fsOAj8fPb1d/2Eqa5Qo2ATMKwEa5TqFoE40c3nxlbSOIaeb2tXCvXPKwsdJJQt8koucIkEKjcDEwqR9arA8qQIqzlT+hio/lyhiT5TGiwSy9yftsKTyWJMUmxG7MFisL2Uqx7FcLrPcWQgghWsPk5NbKQsNo5AO5i1O12VweJLPR2cBx7xSOrxPrmGVm+NuYGv3GW69H89d5R8eda2mKjuZfX8qRMoMs9L2bT68f7orF0bCX+qs7be/CcnxYlqKzd5lwLHtrotuKibXbKQXhWI5Tp5dQ9gbLM4PNDkkIIYQQQogdhdITW+UWCxYTk2GKxcNbgz8+liHo8/CrX9dFb/iV+6TKmkLJvuPccLDKhbMpvvvxMH0RD+HQ4ZZVLJRsku37K2E/PxOkXV+hS79IgK3+1wrdkom129mUGeAlTlf/iHQhyFom3uyQGuwYf0ovhDh2JLkmhBBCAIuLiwAk7caW7oiZk6zNnUGVaxQzHQ0d+9X84Qz+0CY1b/TWa9H0S/js4I7n/9hLeX5rYpM/nD/cyarfVGDsb5LpqCq6bqJbO5d2X70DBeoOVEq+ZocihBBCCCGOue2SkI3atQZgOQUMXWJ6JkAtlSeV9jZs7J2cGspgKE3U/8rHkZ+cK3P98t0fT/q8Do+cXWdkYPPQS8G7roEy9zdf8for5FT3IUV0+BQwWv0w69lks0MRQohjS8pCCiGEeOi5rsvm5lYT7y7v9YaO3eubppdpCk6MmVqsoWPvJNIxw0rhUeoYrLa/iUzsPOVK/p7nf36jdM9jjTJfrKHcKLYT2Eqaqd37OijMQ4/rKFjePIVsBK+/eU3MG0tWggohhBBCHLXLly4B0Dnxpw0fe/RTvwDA5FPfi+053JVtlgXdXQX+6XM+fvJDDt/5RIyBiEkymGGn50zb1th2Y/ur7cT2OKRTHpTSeH3VPSXzHMfAPubPxjZFXBe0piV6WR/U8f7bEOLoKGPrq1W0Uiz7Jck1IYQQD7319XUAfCrb8LG1VpR0mOnKa/D47p3kapRKKQKu4sbp97JRzPFzL26Sd5qz/UsB/+yREP3BMBgG/dVBtKvQdQPHrbBppigF1u/cR68VKE0k30Ywkj/2k7xAQOHUjvGT4m1cF6pOhNn56wz0jTc7HCGEEEKIh4Z2t8rWB7IzjR9bWSye/gocM47Xu78eyfvlOFCpWFj4+ck3eemIb9DX56Ca9MlquWxxfTKIMjwoTFZzNnW8aBdcVaSnr0Iw/MpixO2qGkpBvRyjv/7nTYm7sVw0CsUxLhnyMu0qqpUOtNao4z6RFEIcC5JcE0II8dBra2tjZWWFso40bMyCE2eueoG6a2MYLomuabyBw02u5VJt5Dd6AYPrmRy/fKN4qPfbzc8+3U44XKWte+qOJJnWUCoECaVjlAtd1HUFF4VHedCuwnVdDEMRTTT+w4Ojli9oAsHjnVwr5fy4mGTXYrhGkd7uR5odkhBCCCHEQ2V4eJjJyUmmnvj+hpSF1MBa//Nk+p8Fw8D21Dk7fPjlF29OxnCqCnC5cGYNn7d5CZ1y2eLmVII+/Xni7vQdxxxsUu4pNuaGWXITaFVEaT/KAI0HXAfTcPBw+LvqDp+BpY5vYs11YSMbB8NlIxcjEfNLYk0IcWQkuSaEEOKhZxgGFy5cuNXH4KAmy49T1gkiyUUCkc2GjLkXhXQn//6LK1S1JlVt7gTp24f9+H0uHb0rdx1TCoLhAsFw4VaiDReCkQJ1R1Eu+fH6S1jW8Z3kbatXPXjih79j8bC4Lqwv92FQo7dnlGg80eyQhBBCCCEeOoFAgI6ODlZXVw88lgZuPvuj+PyakZ4sPt/RPHM7DtQdODe+jFNXh16Ccjc3JiP01T9LjLm7jllUadfXaNfXcPCQ0YME3WV85CnQhkkZD4dfXv9IHO91gBQqAZbTHXg8ecZPvw7DOOZvSAhxrEhyTQghhLiNdhXKONhEr1yPEe+awhsoNCiqvXFdxUp5935mh2koZPOmTi+v6QjT2Te96/nbibZtpqXv+P64MwgQCC82O4wH5tQ8KCPH2XNvbHYoQgghhBAPtVAo1JDkGigwFKeG0kdagr1SsTAMB6XAbtJOqbqGXM7P3JKHILkdE2uvZlEj6d689X2Q9cMM8Ujl6MRS9WaHcSDFsp943ENv7+ubHYoQx4ZpuJiG2+wwbmmlWPZLkmtCCCHEbQ6aWAOIqzny6Q68gakGRLQ3SzefACBkqSPrsfZ43MN7TscxDIWBAQaYqo43UCaWnMU8ATvPDqJatlFKH+u+cesLvZh2oNlhCCGEEEI89Obn5xsyjkKDW6daVUe2a21z08viYgRDVY/kfrBViv7GlI9aJYyBy9Z0xcWmQKeeJKmvHlksrWrRc45EsPF9x4+KdmE100Fnu7/ZoQghHlKSXBNCCCGA6enpho1Vdy2UeTQrAF3XZXMjT92YIVMKk6vVj6QUxo9cCDEQDdLes4I/UD70+x1Hy0sB/MHjvQsv3rnK2nxPs8MQQgghhHjoVasNTEwZxpGVYHddF8dZxcVHMjKL6/oOfb5S13D5ahtRVhiufwyL5lb3aFXaiJMITTY7jAemDIgEMmRym7R3DjU7HCHEQ+gYr6UWQgghGiefb1xfrAIJlFlr2Hg7yaQL/MovfYgnL/wop/t/gH/xz3+JmSuzfOpffQ+zf/kn1IqH1+fru8f8DMaC9A3PSGLtHrQGXY0Rad9odigHsrHYxejY+WaHIYQQQgghgLFP//SBx3CUD9zD/zgwnc7z8z//h4yN/QM6O7+Oy5du8M3f+nOMnfkufv4X/ph0+nDmK1rD5asJ2t0J+uufksTaPaTcDixTH+s+11XHIlcKMDLyfLNDEeJYMY3W+zquJLkmhBBCvMxjHLwp9Xx5mLrhJZxYakBEO/vIh1/ikdEf4id+9HeYmVq79bphGJTWl7nxP36Vv/nR72Tj4ucafu/vGPbzeEeU3lMzx7rc4WFbWw5ieytY1vGezIeiaWbmv9jsMIQQQgghBKDcgz9bTj39/6GtvYR1iLWsXnjhs/T1fRM/9EP/N5OTr8yLlFJMTi3zQz/8K/QNfTsvfOjvGnpfreHS1TgJ5unULzV07JNm2fcs3YnlZodxIB7TwWPW0fr4JgiFEMebfCwmhBBCvKzuHmyG6WgPGWeYjr6rh5Z4+siHX+Jbvu7nKJequO5WmRWA559/ns9//vPguoBLvVrhi7/4rw+UYFPAm7tCfO1AmG8eCvNzT7fzdG+YvuFpSaztopiLEe1Y2/3EFheKZ6hXiriuS3pzaxfe9n9zQgghhBDiaDQqebA09k48PkVnx8EXFd7LCy98lne968colSq4rnvr2bGrq4uPf/zjt14rlSq8690/eaAEW6VqsrDgZ24+wOWbAS5fbSfpztFT/3yj3s6JpFGASdhfbHYoB2IYEA+lWV+dpVqtkk+n7/hvTgghDpv0XBNCCPHQq9e3+qMNBz91oHGWKqew/TnUIZXWyKQLvOdbfhHXddH6zglDNpslEom88sLLE4qX/su/47mf+U08gdC+7vVdowEea4vh9ZfxeGvgQjC8jj94eBPxk8TAg+09/iUznaqHOg5TU1cpFuvMr3we6l1cuPBIs0MTQgghhHhoXL58uSHj5NofZbjn8MrHp9N5vuEb/s8d5yv1eh2fz0e5vPWMrLWLUvAN3/RvmZ/+78Rie5+vOI7iyvUQpuEh7C5juA4JKiT0DTxUGvqeTqICHXjM411hY1vN8eDzBrh+/RpgENxcoq6rjI4+1uzQhGhZrVaKsZVi2S9Zdy6EEOKht91vzasOtnIvq/uJdcw1IqQd/f5//xtKxcpdE1WAF198keHh4TtfdF3qlQrLn/rIvu7zc0938lhblIGRaboHFmnrXKOta00Sa3uk9dYqypOwu6+c92MYcYrFOl2DNzF0DDBwnJMxGRdCCCGEeFiU/e0opfD764d2j9/8zRco3mO+sr6+zhNPPHHHa1q7FIsVfuu3/3LP9yhXLK7e6CLhLnHW+RP66p+mV3+OTn1REmt7lDK6CXhPxtwuU4ywujmHz1OiK75EoVinXNGye00IcSROwMc+QgghxMFks1kAck77gccyOJxda67r8qv/+cP3PL6+vk44HN4pIOb+6v17nlz8zJNxAoE6rmEc2g68k65WtVHq8D60OEoef5VYIkWibQ7TrOO6fgCuXvtMkyMTQgghhBD74mrg8BIOruvyi7/4vnveI5/P093dveOxX/ilP9nTfKVaVUxOxvH6c1S0fZBwH2olTxKf52QkImPBDB3hTXqSy2j98sfcrofU2uH1QBdCiG2SXBNCCPHQ6+3tBSDvtB1onIC5wsrseUq5WAOiutPmRp7pyVXuNed873vfywsvvHD3AdeltLaEU8jdd/yIR/FzT7cRDlr0DC42IOKHk3YUi/OdoE7Gzq5AuEA4niKUyOG6W4+NkdgqpmFTq9VkRagQQgghxBHo7+8/8Bi+8gZaa67fiHIYRQg2NrJMTCzuOF8JhUKcOXOGP/uzP7vrmOu6TEwusbl5//nK+rrBzYkk0c4VfOE8Gm+jQn+opNwOHDeG33u8+61t606skQhnCHhfSRZ2xZdZTU3LXEWIe1BG630dV9JzTQghxENPvVy/L+d00M2VBx7nlO8i5fokE6uvB6XxB7ONCpFC4d79u77ma76Gzs5OfuVXfuWe5zjlEp5QZMdjP/XaECE7SqwtRTyZPmioJ5LWMH1zGNdwMM0q8ViZYCSLZWkcR7G+GqVQCuA6XsquQyJ4MlaC3s7y1BgY3+r3YdlVrl27BpS5cOF1zQ1MCCGEEOKEu6O38gGMfvJnWT31Fq47T3F6PIVpNmRYAPL5e5cZ/K//9b/ye7/3e7f6re0klyuSTN79Ph0HblyPY1jQPjiL7SuTWe9AcTLKGjbKgjpD2jyHYVTx1tdpr88SYhEF5OhgyXMGx4ihXAMD8HmqzQ654Tpim3TENnFdyBTCXLp0icHBwZ0rvAghRANIck0IIYR4We3lkncH4TOLDPv+lqmVpygH08Q75xsQGQSDvh1fj0aj/MiP/Ajf/M3ffN/rLd+931vQE6J7YAGf/5UJllJQKdt4fSdv0vUgMhtBsm6Zl+rzJJ0wnWthQmsxTAxcYEVnWWWVVbI8bgzS6ak1O+RDFYplUeYc60v9uK6LYRzjpWZCCCGEEC1u+1nLNRSG++Cl2xXQNfVRtO3lin6ckeFMw3qwhUI7zzf+0T/6R5imyS/90i/d9/pwOLDj69pVuMqiZ/T6rdf8oQzrG31wMopFNETGGqPP+SwWFTJGL6ueR1jgKcDApEasPkWYl/CT4Yr5NSeiP/S9GAYMdc6zsN7N/MJFzp55ttkhCSFOKEmuCSGEEA3mt/KcUR/hSv7t6ORiQ3qXJZIhhoY7mJlau6O8xS/+4i/y+7//+ywsLOx8oWHgb+vCCu68Wm8gaAMmlufOmWmifYOlmS6GTs8eOPaTIFcIsqJzFKhQoMKsXr/nuTHDTyh+7+MnRSCcI7C5Tr1ex7LkkVIIIYQQ4rAtD38V3RPvP/A4Pdf+glRimhnr3Zw5nT54YEAyGWFkpIfJyaVb85VIJMJ73vMe3v3ud9/zOsMwGD7VRSKx83xleQaUunPhmu2roKw6S9UxutWNhsR/7LkWUbbmhEF3He6RM3WwcB+CdXGm0vS1LzKxvHOfPyEeZsoAs4X+HTjOZSFP8DoFIYQQYn8UjdttpBT4zE1y6c49na81LE1cYGniMdIrsbuOG4bB93zfO7i9QfgTTzxBd3f3/VeButD/tnfjNQ36g547Dr29y8M/f7Sdrv5lrFclACOxHJbXYGMpuKf4T7qa4yG3x9IzFia2/XDs+Ks5PsxG1hMSQgghhBB30XrrWb1r4gMNGzO+eZW6Y6D3uA5wbdXl8sUYV14K79izzTAM3vver7vjtX//7/89f/zHf8zm5uZ9x/4nP/A1VCoeHOeVjym1hhuXfZTcCJ3DM3dd0zY4R9r7CHXkWRRgr59NpziFYT4cJTVrjoVG+q4JIQ6PJNeEEEKIl/lUpqHj1QjgsXfvvaU1rE6eIxwt0ju4QCk/yPLEGbRz56/pv//tz+EPeFHKwOfz8TM/8zP8zM/8zL0HNgzau7v5lX/69/mZp3v554928h3DNgBv77b56uEO+k/NEgjuPLnq7Fkim+3c84T7JHO1zSaFXc8L48NQD0d9mmrFS63ul5KQQgghhBCHbHsnWMXf1rAxNWzVz9uDQsFibTVO++AUvmCe61eiTF++e2Hid37nOwm8PF957rnnuHDhAj/7sz97z3GVMnjLW97M29/ybUxOJ7h+I0mlqrYSa1eDGAFF18gUSt09IbGsOr5Alhn3qb294ROsQBsme1vcVzC76QwXDzmi1rCeTRzrHTFCiNYnNXyEEEKIlxV1G0vlcbp913c/eQ/q2osvkL7vOflUhNzGEOFYnvaurVKCw6enWF9pY212mM7hm7fOjcaC/O7//AnSq32Mjo7xu7/7u3z4wx/mrW99K295y1v42Mc+xvLyMo8++ihPPfUU58+fp609TrK9TKJ9ilIhyGvcJI+3O3g8HnoHZrHse/dYsL0OkXiOmRvD9J2axWM/HEmjV6uWbRxXo9k9yxgniDJ3T6ged7quWJ4ZISC9wYUQQgghDt12pYC5899B/6XfxldaPfCYNV8SQ7n37b2lNUxfdSnrIMm+OWxvlUTfMlovszwxRi5XJBx+ZY4Qi4X4s7/4TdKbPoLBIN/3fd+HUoof+IEfwOfz8f73v5+2tjYee+wxnnrySYaGhgiFTGJ9WYKReZYnh1heDlIoePEF8yT7l+77HuI9S6yUh7lZfTOj7scO/DM5ruY8jxCvT+/p3CpBAt6D//fT6lL5MKl8gjNnzjQ7FCFajtliZSFbKZb9kuSaEEIIcZt0rRuPUabNe/BeYyG1xObKEG29k3e8rrVifXqQuhvB43HoGVzE579zpWGifZ1seujW907VplyIMTp4nvlQmff+0x9kbmaGH/7hH+ad73wnL7zwAt/zPd+Dz+djcXGRS5cuMn62yukL47fG8HgrmJZBPFYi3ra4p/fQ1rmBx1NjYaqbodNzD/7DOMayaT+b7u671gBsPHisk5+EzKzFUZ5Nhgff2OxQhBBCCCEeGrHs55k7/+2c+uJ/wXIOtvvIW97ArWsKBYtg8M7n10LBYm7CRisPXn+e7t7rdyThlAJfKMfmskE4vJWEKxQ8ZDOQiJ3BY0zwnu/6PrLZHO9///uZnZ1lfX2dn/3ZnyWfzzE9PcOffvD9fMt3nuWxZy/cGjcQylDIxmgbmMPrL+/6HpSCzuFJViaHWSkO0WlOH+hnclxpI0KcT+/tXCw8nsa1Q2hFda1Yy7QxPj4uvaGFEIdK/oURQgghbjP08V9k+k0/uGNyLVdrY7lylrHQ/97TWP3ey1wpve2O17SGlcnzRGIFEh1T91wpqtRWlRbtKNZnh3AJ4fOXCQQrjPgsfvu3/jOFfJXFxWW++qu/mnJ5a/I5PNzF9/3Au/hX/+YtRKN39kuzbYfB0bv7FewmmsiSTUdZnQ3TMZDb9/XHXaHsJevu7cOLCjVqju+QI2qu5ekBajWTc+de1+xQhBBCCCEeKmFnhXrhKsvDX0Hf9T+86/j82DfgKafpnPurPY0XXL1IKnbmjuTa5kad5aUYid5F/OF7P/sHY2k2Z7qpVsvcvBbCtGp4fBV8/iy21ckf/a/fplCs8pGPfpwf+7H/763rTg138r3f/+X87C+/i2g0cMeYkY4UkY7UnmLfphS0D8yyMv0a4rUV7D32ST5JDFdhs3syEkDhUKt5sLwns9pG1bG4vjBGIFTGtu1mhyOEOOEkuSaEEELcxqoWMKiSc9oIqk0KOkFQbZVrnC8/isaiXA/gM19JtpTrQequTdC6cyJY0WHQJks3HwVclFHGUBqvz6Ht5RKQ9xOO5FmZfhSvr0L3wPSOibjzTxhcn/4V8rkyobCPRCJ8KD2wugcWmJ0YROvcfUvHnESuNvZUEhIgTQFdbz/kiJqnUvJTrVUYH3tWeq0JIYQQQhyRWm1rp5FjBujOfYbrXd8JQMUXxzUsfKU1cvFxConT+HLzOMqHpbeSLRpFIXoKX3EFTy1/x7hGrUZ600d208Sgjm0WqdTjJHoX8IfuPPfVvP4yrmly83qYaPsqoUR6x/PGHx/hm7/z/yGXKxMO+4gnQg1/jrRsh1BinZm11zOm95ZYfFjZ5EnnffhPaHJtLZ0gmQjS1X2+2aEI0bKUQUv1I2ylWPZLkmtCCCHEq0RuforZ0beicDCo4vIohuFiF6bAdZnidSjDwMDFcS0UNTQe/GYW0y2Q030YysUwXNo614jEc2gN+WyYWtUi3ra2pzjautZ3TcIZhkEyGSGZjDTird+TZWlsu0YxHyIUuf9E+6SpOwE2uH+/h205yqA91OvwcmuME6Va8jDQ/4SsAhVCCCGEOEIejweA9ciTREs3UW6Vm6/7IXDrgIGh69QtH/3rH2Ql8iRTr/1+PKVNar44Bi5Kl6mrAMHN69R8QSqRQQzqWFaVzt6b2N4qtapNMRvFb6/smljb1jN2c9dzDMMgkQyTSB5us95wYoP85jh7XBN3YpSIYuzjTcfqMywUHqM7mTnEqJqn6ng4depUs8MQQjwkJLkmhBBCvEr71Cdon/rEre8dy4fjDeMrvJIUK8QGwTAIpqYB0Mpks/8ZNsffQVffAoHQnWU5lIJI7HiXVFRK4+qHa9uaU7VwXJcCu6/sPEUbw6oDA5dCNkYknj78AI9YOeenPXGyy14KIYQQQrSqeP5FAMZXfvuO18tWHMspYFElvDaDBrL+0wSy89i6cOucpfCzVIL99AxfR1l3JmQ8dpXoHhcBtiKlwMBtdhhHbs7zKLH61K7nOdgsmE9RoA1chdacuIokda2o6WO8BUYIceycsH9GhRBCiAfXefF9O75uOeU7EmsAwfTMrcQagNJ12mb+Bl9+klw6ephhNtXDNl1dWYmw7t4/KerDw1vUWcbtKIOn5ugbmiWz3oY+gatmleVy88bncRxn95OFEEIIIURDXLx4EYBE4dKOx31OCovqre8VECtdu5VY2z5nMPVnKLeO43gONd5medjmKgCO0UaC++8gXGeE6+ZXousFztT+CNtdYn6954giPDrK0FRrIa7f+EizQxGipZlG630dV7JzTQghxENve7IaXfrigcfq+/TvcPPt/+pErgT0B0tk1n1EYtmmxrG0EKNYCuFqDxgapT0kkgvE2hrfvLxUinLNvX7P493EOK96SSYXibe9slvRNXKkVztJdK00PKZmSvSskk/FWFyeZKBvvNnhCCGEEEKIfVBAbPPTpOzH6Tw12+xwGs4wNGUi+GjefKVKgEnPM2gjBJiAi+sqztb+GNXgmpUFklhuDZvyjsc1MGc+R8FIMFb9IJ6Xq3GMOJ/iavnrqNQsvJ6Ts2jOMOD8wFUmlwfQWqNO2oRcCNFyJLkmhBDioaZf3l7k35xsyHhK1zF0iWI+SChS2P2CYyQcy5DaGABWmxpHKZ/kml5ing1sPFiYPLMxwvoGmFaZ3r5VbO/BJ4lzswnKrkOVncc6Y/TQr6L0D81i23eeMziyweyNUwSjGbz+nSe7x5FhQDETJJrwNjsUIYQQQoiHwvXrWwu9zs3/ckPGay+9RKr2TEPGajW+UIGVjTEGjc81LQaNRZ0kI84L2BRx8LGhRrnq+TpA46/PMKi/2JBE27TnzfTVP7PjMQeLCfPLgBxnqn9yR+kyhSZR+TzTK48z1jNxohaFOtqkVj9Bb0gI0dIkuSaEEOKhdvnyZQD6P/ebBx6rHGxn7vXfg2EqfIHmJqAOg2VpDMNo+q68eGKRoc0OZvUGZWpAjb/UWyVyRqod1Kb78XpzDA6tH+g+4WCRcimGhcJ51eT3WTVK2DQYGp7e8WehFMTbZllf6KN3dOJAcbQC14VSPkh+PUzFLdLRPtjskIQQQgghHgrVanX3k/ZoOfA46fiTeH3Huxf0vQQiWdKZdqg3LwYfWQyjRNboo8O9ik2Rbv0i3bx4q+/ZVfNr6a5+krixfKB7GUaejDlItL5wx+slIkybbyFQn2BQv7jjtV3GFGk9wnKqg57k8Z+71uuKjXyMbDFAV3u/7FoT4j5arRRjK8WyX/IvjRBCiIdex5UPHHiMTHyY2ee+j7buTYbGZrCsE9hwC1BmnVrVbmoM8fYSIV+BN6rTWK96lJlglY/oy9QqkQPfJ5YsE42u8vxt97FQvEmdIeatMjw6f98kYzRZR2uXcsF/4Fiape5YZFZjrEx2s7Ee4NToc1w4845mhyWEEEII8VCo17eyRI3YtTbZ8bVk256gc2SStoGlA4/Ximx/kbrha3YYjFdfYM08zZLx6B2vW1QZrH+CrvoXWfI+ceD7nKm+QM6IMaeeuvVahh6mzLfSVf3UPRNr24aqnyFTjBzbXtGuC8Wyn/n1TiZXO3GtIUbGniHW1tXs0IQQDwnZuSaEEOKhl+5/mlzHebou/zGecuaBxijHBwkESoSjJ6sU5KvpusJjN2717IMaGFxnZSnMm7NnmdMbXONVqz6NxrQz7+jK4wLPZcb5pL7B8+o00cg6nd17W+2baJ9nfXGAnpGbx6bciqsNKmU/+fUglapLsv0sfb1dGMYxXk4mhBBCCHEMra9vVWKY7PhGvLVNelMfeeCxap4E7QNzWNbJ6bH1ak7VRrnNf38WNU5XP8B1++1k3AF6639H+Lb5So0gtj54XzgFnK3+KVfsr2bFvYDHzbNsPs5w7cP4jN3nKz6yGG6K+fUeBjoWDxzPUXHqJtliiHQhTJ0yAwNP4/VK2XohxNGT5JoQQoiHXjXUAaEOpp7/ZwCMf/j/3PcY2ZFn6EocrAzhcWAYLnXHQtnNn7R2dudIthew5trpr56njmbdzbHkZjCMxtWC6ezKk8/FeTPniMQXae8o7vnaSEKTTm+yPt9Lx8DC7hc0geuCU/NQzgYo5X3U6y6OoRkbfg7bbu4uRSGEEEKIh1kikWBtbY2y3UnZ7iQTPEtH5pO05b6wr3E0Fq5htsQiucOkLAfXaI0VbRYO56p/QcrtYM77DIZrYlEiVp+iZCaJO42ZGyjgdPXPueb5OgwcRmt/jk1pz9ePVT/KVb6OQslP0L/3646S60Kx4idXDFKsenGo4ffFGRq5IOUfhXgAUhaycSS5JoQQ4qF24cKFW39eW1tjZWWF6+/4N/tOsLkYuBzjJ4I9Mk2NU/PgaYHkGmz1gRs6tQJArWoRXg3TXTiFx5tq6H0GBpdwtcL27f8DiZ6BPItTsYbG8yBqFZv8Rgin6sF1DVxcXNfFdQ0ct0pb+3mGR7tkgiqEEEII0SI8Hs8d85WLFy+yGn09keJN7Pre+6ZptfXxX7N7Jx82y9K4LdYBJ26sEq++Hw0U6GLOfhzXjdLnfrJh97BwGKh9nCDrKPZX41EBHr1OoRJoanLNdSFXDJIphqlrExe25iqAdl1QDn29T9Pp80lFDSFEy5DkmhBCCPGy9vZ2stkspVKJfNsYofUbe762/9O/yZzx3fQMLODzn8wVoVpDrWbhbdEVjR7boacvhVPNoRpc7ubgycTmTAB1XVFIhylmA1TrZXq7nyAaS8iEVAghhBDiGLpw4QIXL17kZvd3MLb463j03ioqWLqMvzDFyuQw3aOThxxl8+RSccw9/kyOmgLCLHOu+heUCWPR2DljmNUHvtZwNa7bnPlBuWqTykUpVG2w6gz2P4NlWTJfEUIcC5JcE0IIIW4zMjLCxYsXWXzi27FKaYY/8Z/2dJ0/u0Bk+jNkQ+fx9T74xKaVba62YZuZll/tarXIrrptdcfCMI62S3it6iGzHKNaMwiEOhkZOy070oQQQgghToChoSGmp6e50fMPOTf/y3u+bjD1l1wN/CO0Vih1tM+mRyW3lmRIP3hfuqPiY++7Do9C3fRjmUe7QDRdCLGZi+JQoTPxCN3J5JHeX4iHmWGAaqH89XHOpcunLEIIIcSrbJdecfyxfV0XXr1CoRA8hIiaT2vIZcJ0Dm42O5Rjp143jzS5Vqt6WJ9ro2/gOc6cfTMD/WclsSaEEEIIcUKEQqFb85XLfd+/r2u91TU257sOI6ymK+TCGLrWcomr40BjYZqN61m9m41slJWsn6GRZxgfewtRSawJIY4p+aRFCCGE2MH58+cBqFu+PV9Tjm5NVPUJXAiaTUVRRgHLOoFv7pAd5SIs5+XE2vDoM9i2fYR3FkIIIYQQR8nn2/s8ZVvd9IF7CMG0gOxyOz31v2t2GMeUe2RlITdzUdYLNuNjb5IFgEKIY0/+FRNCCCF2sF3jfeItP7bruY4VYOrp97Ax9mX4/KWWL5v4IHKZCMmubLPDOJYMpXGPIMXm1DyszbVxauRpPB7Pod9PCCGEEEI0z+joKAAac9dzN7yDXO35NqpWG7Huk1fCXmvQ2jpQ37GHmYHGdQ9/EruZi7CW30qsSU81IZrHBEyjhb6a/QM5gBP48Z8QQgjRGMmXy1Ncf8e/oRq4f6mKWmQIDFDGyVwK6jgW/mBrNgdvdYWMB8tTO9R7ODUPa7NbiTXZsSaEEEII8fC42vd/7FoesujrRRMG1z2RnwRWikFMV+YqD8o1Avi9h/vzS+UirOV9klgTQpwoJ/BXqhBCCNEY3d3dt/48/dw/AWB16Dky8VN3nKdNC3QFRQ3LPtpG0EfFdd0j35HnOIrLlwe5dGmYq5dHmJ+PH3rJTcdRFHLBht4nm7PxBsqNG/BVnJqH9dl2SawJIYQQQjxk/H7/rT/XDS8ai9nYW9Cv+rjPV1kDw0VRRSnnqMM8dLWKD6teOPL7rtPPRc/Xc8nz9bzo+RpydBz6PQskKRFt8Kgm/kOcx6ZyEVbzXsbH3iiJNSHEiWI1OwAhhBCilV24cIGLFy8CkIv0kR57B4aTJvzR/4uZZ7+DWqgXMIkzS5ANVgqPkiTV3KBPAK3hxvUBPrKc4+OrWcKW4tuHOsnlg5wenz+URF+1ajE3PUDJreGji3higWR7A5JirokyD2ey6tQs1mfbGRp5ShJrQgghhBAPmZGREQAuXryIa5hMtX85VbuPUvEKli4x2fFVuHgwXJOeq3/E+tjbKeUjBCMnq9y7iwK3dqTNjgskWfE8yVjiJbxWmWwlzmzmDcSqX6LXmDiUe86p8+TN05hUcLAZr30Ai4MnSw/zx5bKbyfWZMeaEK1iuxxjq2ilWPZLkmtCCCHEHi09/R4CrFM0Y9x8x08QYI0h46M4+AioDFrDfOUJNlYSJDs3mx1uQxkYaM2R7V5bWIizWKzz8dWtiX/O0fznm0t8z0gX6mYnp8dXGnq/asXD7HQ/L+l5VsjgxeJNm+cIh2ewfQdLjB1WodCtxFoH3T3nJbEmhBBCCPGQct2tp83rPf8Qs5rB0DVm294Brk3HzQ/hyy9h1QpYThF9qcKK9a14fUUs++TsYLM8FcpmCA65ysU2DUx4nmcoehOvtbUYL+JNMZb4Ajc2nyBYyRJTaw2954T1Whyjl7H6n2LhsGg8zjXPuzlf+6OG3qeR0vkwqzmf7FgTQpxYklwTQggh9uCM8QEM6mhsUkY/cWaYdB+j4EYIGymu158mygpgYHpOzkR1m8dbZWMxTHtf7kDjXLnehVsLYBguHm+BU4PrmNYrs2DHUSwuJsjlovzG5Pxd1//qxDI/cb6fXMpHON64UouZzSDrbp4VMvSRYFx1oTy5xpT5dA2UauxM33Es1ue2EmvhaLyhYwshhBBCiONjc3NrUd/Y3/w7FJpCuJ+aL4Y/t8jy6S8j9NJVCuE+0v2PYdaqGGiUdbLmK/5QlrTZTVX7sHnwOUINL1c9X7G1sJA67bUrdHPjjnMKtDFpPUPYkyfivbNiiW05DMWuMpl+nkjtjxrai6ei+hlx/hKAeeNJsqqXpPNiQ8Y+jMWA6UKIlVyA8bHnJbEmhDixJLkmhBBC3Mf2StArvBmDOqf5BO1qgqr2UqGHeboxXIOMkaPmPkZb1wqRWL7JUTdeV98SC9P9zFwP0z+6+EA72G7c7GA97+UXrs/hU4qv6InhVE4RiqSJR8vkcjbpdIIX00VeWJynfI/GZ78zvcp3mT2MRycbtpMu3p4lmR3kMaOfDhWkp3cJf4P6pCmPQ7XqJdiQ0V5OrM120NUtiTUhhBBCiIdd6uXk2uQz34c/dZPeay9Abo6ZR7+ZQqSXiWd+EAxwVBlLB+kevnbkvZQPm1IQ7VhiYvUriZQv0mte3/cYDhZXPV9Jd2iOtsAKxWqQ+dwYa/XzdNUu4qPIjHke0wzSFVgk6V/acZygnSPkyXJFv5nz9Y8d8J29IlCfY0m9hrIRx3LXGa+9vyElIYGGZ9fShRAr2aAk1oRoUcrY+moVrRTLfklyTQghhLiPbHarLOGU2iDkBtDul4MGw9XUDYeL5lUUCq00bdUQrAyxsdKOx1vFHyhSLAQJBAskO453HzbL0vQPzzBz8xST107RN7SIz1/Z8/XlkpdSOcQvXZ/b+l5r3je/yV8up/mKngSdviDpap33z8+Tce6/y2uqUOHzm0XUzW7Gx3ee1O6XZWlMpek2LQaGZhr6gYPhgtGAGaurDfKpMPl0kO6e80QksSaEEEII8dArVyrUVZl8eJWa5zT5tkcBA8OFqneFin8N0KCgfXmQlclRwMAfzuDWFU7VItq5gS9YaPI7OZhQLItl11ibf4K07uds/aOofdSJvGK+iYRvg7bAVvn5gF1gPPkS2Uqc1cIwadeizU7TGby661xhMHqNqxuvo1BvI8j6Qd7WLT31K9zwfCUJ5wt0uw3u6dagD7arjofVdIJiTUtiTQjxUJDkmhBCCHEfc3NbyaCMmSFDhgW2kjk+7aNKFRTolydt63aetL6KRtNdjhIvB5kzlxje7MSp2nT2NbZP2FFyHMX81AAbxSwfXKzyjbqPRHKdrq7Mnq6fmu7gQ0upu6a3OUfzB7P7n3C+b36Dx+IDOI7CshpTcnF4bKYh47yadiwsz4PvZnRdyG9GyKeDWIEQ42cel4mqEEIIIYS4pRSaw7FzZL0vl3DXYDpB6vadCbO1rhmU40Mrh9h6BzXToRp0cOb7aRuYxesvNSH6xihkIqSXu+nwX6bkJrlU+RpGax/Bz+7zFQcbpWJ0hz5z17GIN3VX+cfdKAV9kQkmMs/yaO0D+7r2XmyKnK/9r4aM1Wg1x2I1naBQM+hqu0BfItHskIQQ4khIck0IIYR4AGW1c8lAR22V5liwUyywNQm7ZJS4UDjT0ETQUdIa5iYH+evFVT6wtPW+p67M872j3WSyPk6P3z9pWK1a1OoePr3R2HKZf7uWw/J0crpBu9cOj0KZ9X1f5bpQSIfJp8Lg9TJ+5nWSVBNCCCGEEHdxPK9KICnuSqxt09bW83y6Y/GVFzMBspttJLvnjmXJyGIuTHq5k5Hkl7CtKpAmXUoymXs7fZWPE1X3X8x3w3yKmG+toe894k1hGcMUaNzutVbj1E3W0gnyVYuO5Fl6k8lmhySE2IOtspCH0W3xwRznspDH8FemEEIIcbQWzMXdT7qPKjW0m2N2YojZiUH0MesfvrmWpFDJ30qsAeQdzX+8uoB2Qrtev7gQ50upxpeZ+YvlFJWqn1za2/CxG0th7OPBdSupFmJlqptsNsbo+OsZP/WkJNaEEEIIIcQd9HaP4gM+Jma86zg5xdLEaTZmuw8e2BFLL3cyEL/2cmJtS8y/QV/kJtPep3e9vq7a6QzNNTyu/shNJj3P76M45fHg1E2WN9uYWu3AFzrP2PgbiEpiTQjxEJLkmhBCCLGLlDpgvzQFX7SnuWbeJFdLMTNxilr1+Gwez2XC/OzV9I7HqnUXx7n/40Sh5OeLqcbuWtv2m5OrLCz2olt4xuoLZclu7F4axXWhmAmyMtXNZjrI6PhznBl7FnUclw8LIYQQQohDV6nsvQfy/dRjZdY7rpELzlItWixPDDZk3KNQKfkx6nWC9t3zDb+VReG57/WardykpRq/AjLszRCys1w1n2/42I2lKZR9u57l1E2WU21MrXZiBUYYG38D8bb2I4hPCCFa0/H5ZE8IIYQ4YvX6Vim/mtGYiVZRlbhqlzhVrRNYS9DevXo8yq64Bnln5+zVfLFC+2qUnp57JyAVFrPF6j2PH8RsscKVTBlzsoOx0dVDucdBtXcWWZi6/0rOct5PejWGozRnxp+ThJoQQgghhNjVxMREQ8er+VKs+1Ik187jVC2U5bT8fMWpeVDsnGS0LQeFwsHGYuf5SIEOTLN2aPENRq5zpfokpXoMP+lDu89BeJxVssUwQd/OrQ9cF1YzSbIlL/FYH6P9A1JVQ4hjzDS2vlpFK8WyX5JcE0IIIe7hxo0bhzLunLVBLNdGIXcKX6BMz0Br9wwzlCbmMUnX7u4b9r/m1hkM9pFOh7C9WxNW78t95YIBjVJ1qvtvN7Yvvz+zxr+ODlB31jFbsKedZWm0hlIhgD9YvOt4bj1COu3h7BlJqgkhhBBCiOYrG3OsTA3jGop45yLBaLbZId2TP5AnY3Tc83h7cJ6rha9G6yw2W8kjW1cwqRMwCqypfmKv7lnXQEpBT3iaG9nneNT54KHd5yC669eYK7yJztjdfefqWjG31oXy+hgde40k1YQQ4jaSXBNCCCHuwXEOpzmao+p8wb4MwBPF02RSEaLx1p2wen1VHokF+d9rd8eYdzT/5uIs5yJ+uvw2AD5TgQthj03IMnlheeVQ49PAxXSR4GKcgYGNQ73Xg+oeWGZ5to+OgRm8vq2Vta4L6aUkuTKcP/tWmagKIYQQQoh9Sye+0PAxC21ZCryI4diwcq6lk2vK0rj3eY7uCC6R8K+SKbdR11slIrVr42KQr8cJoOkKTR9qjHH/Gou5ofvuoGumIBuYepmbS6cY75269XrVsZhf7yIa7yXZNtDECIUQojVJck0IIYTYwcrK4SaE0PCYM4AyrR13M7USf6DI2zpt/vfavc+5nC1xOVs6uqBe5UNLKS7EuoHWTK75/BV8oTUya2109C+gtcHmfAc1ZXPhzLPNDk8IIYQQQhwzFy9eBMCqhXC8jd95pRwv8c1RPL5cw8duNGVoSjU/fs/O8xFL1UkGDnl+t4uwd5Pp+uOM6s80NY57Gat9kivqaylVbfx2lVLVy/xGO13tZwjH480OTwjRQMpwUYbb7DBuaaVY9ktqDwkhhBA7WFvbyiTljbsbYzfCiNOJ3+djYGQa2z6cHXKNEgrnCdj+ZodxX+lanbo20K1XFfKWju4clVKQumOyNtOFN9jD6WFJrAkhhBBCiP1x3ds+iDQO5wE4nhoj2rtK+9DCoYzfSB5/iVQh1uww7qsjuEjR7Gp2GPcVqE6znOogVwwwt57k1PCTklgTQoj7kJ1rQgghxKtUKltl+77g+RIcUqW+nOHQYbgNbxCuNeSzYQxcgpH8vsYvFvzk0mEsj0O8bfPWtRoD3NZfj1NzXbRWKNWaGTalwKXO8lQ/3b2niMXamx2SEEIIIYQ4hi5dugRAuu3vDu0ehlvHshq/CNCpWRSzUbyBAl5/ec/XaQ25zTacso0vkicYeaVUpWG4VKuehsfaSLaqYGA2O4z76nGvcL08TlXXGBt7VvpBCyHELiS5JoQQQrzKjRs3tv5wiC2wFGbDk0Baw9zkINXaVh1/a7WN/qE5LLu+63VLs71UyiZ/uZjlibhJMnWKrdYFLq5r8L6Z5YbGehhMjJZNrGltkFpJUK/nGT39ND6fr9khCSGEEEKIY6zsXzrU8V3DRJmNTa6VCkE2F/rw1DfIq1483vKedsZVy17WZgfx1DME/RlyiwnSy1u7wAxccF1G2280NNZG0yigdUufVQgzq57CNTYYH3uT9IMW4gRTxtZXq2ilWPZLkmtCCCHEbbZLrFy1rt15QEPC3SqJsWmmDnyfdXOTnlIHjqOwrHsnhKoVi7pjYVoOtvf+k9v15XZWcnl+5moagOcSXr7GHaCtc51I7N69EhZne1nPlvm3l7au+9AKwNafFWApqLZmzuoONdel7lioFiuzWatZrM0nMX1JHnvsTLPDEUIIIYQQx9h2r7Vy8FVJKW3hLbdR82TRnoP3dHbcDTJrHbT13jv5pTVUywHAxbIr953XAGwu9DAUv4T/5fhuLo2zdHOY9oFZrHs8wztVi7XZIbr8l4mHCwB0s3Tr/hoTRb3hFUEaTeFwqKs3DyCjBpjXY5w+9xweT2vvABRCiFYiyTUhhBDiNtslVgbrfaR1FjAwXZOkG0dRBLxYrsWqtXag+zjKIe+sMDc5yKnxqbuOaw0L0/3UagrcGhgWBibx9g0iseyOk8dCPsQvXJ+/9f3fbFa4nF/kx9xO8pkwifYNfIHKHdesLbVRLrm3Emt3xcHxSKwB1F0XV7fWrLpc9LK6EGVk9Els2252OEIIIYQQ4oQIZk7heIoY2sJ0vNi1ELaxSYUx0okvba2SO4BM2wqe9VE25rpJ9t+9S25rF1ovpt4q7agNG8PUJPsWsX13l3ssFYIoXbuVWAMY7b7OSirByvQIgWiKSHId87YEndaK1ZlTJKybtxJrt1MKFPev0tEqWjX5t2w+ypqb4JHHZbeaEELslyTXhBBCiFfpXvswBi6r0bMYbh27WqQj+yH8tQ2Kdgf0/D2iTogVtU6W3ANPXK9bazxR79jx2PJcD9OpHD9//ZUdZ+1ei392Jk5qLUkkliHe/kpftELOj6sdyvrOTFiq6vCjX1jgXd1B3lTuwuPRRGIZCvkglbIXrav8+BdXHuwNtJhWmwqW8n7Wl6KMn34a02zt/gpCCCGEEKL1zc3NATAW+ms2yl0UimE8Rg1LFekO/x1KwVT2NGw+Stm3QdW3ibZKD3YzpclE1omX2+46pDVsLvQxGLtMwH4l6bWSSrA+M4ChDGI9y/iDrxzLriaJ+u5O0nXGN4k7eebXe1jOjOH157FDJYobUeraJsQMnYmDVw5pNq1ba77iYrBqXmBNJ3j08bc1OxwhxBFShotptE6ZWtVCseyXJNeEEEKIl22XWIkXrgAQK1y965xAdZWz07/MUuwpgrELuAxQM2rcNKepquqe73W+2oVtJPH7KzsedxyL983fOd5axeHHvrRGQCn+5fk42fQpQpEc/mCJtaUOfunavZNkH1wq8MGlAheifr5lMMi1dIE/mF+/Kxl3nPlNhWXv/e/gMFUrHlYWgpw5K4k1IYQQQgjRGJlMBgBblekOTO94zqnINap6hrn8CNXSENrwUPOkKYRn974oUJu0rZ2iboaI9MzvfI6r70iswVairJNNUrkAK3PjpE2DcPsGtbJNveKho2Pn6h+2VWW4axqtZ1lMdVJajtCdmCHoSbfsjq/9KjlhNK1Tvn7VvEAuMMIjI69pdihCCHFsSXJNCCGEuI3Hye56jgJ605+hN/0ZAFaD5/C0v5lL1lUctXtZkqSTwDbaGRiewvLsvELHtqv849EYtmWDa/AL15aZL24ljopa85MvbeBTKf7ZmQhRb4T/dn2J2WJt13tfzJT4Vy8+4OrVFmeq1ii34rqwsZRgbPxJSawJIYQQQoiGmJ/fSnKdj3xo13NtVWYkslXuXmvFRO5RzPQY2cSNPd0rsTaGFdJ09l7d8flaKcAwuLF8FkdtlXs83fWlW8fj4SLx8BcpVMMsLvVhUGW086Vdn9WV0vQll4C7d7gdd4VqDFunmx0GABXCrNXbuTDyGikFKYQQByDJNSGEEIJXdq2Nzf/Gvq/tKFwm7+/kbOgMFVXGxWXDSLNp3l2+JKzD9OluzHqG+elB+gZnsey7d4919C7jDcQIR5dZmush5rGY585dWWWt+XeX0/uO9yQaCflaZiVopeQjX6lJjzUhhBBCCNEQruuSTqcf6FqlNGPRL3Il8xyRzXG04YDhUgwtoK1XVX3QBr5iD66yqRUcNhe6aduh3xpAW/8stYqPQGSBpZtjO54TtHOMdV95oLhPmkwlQoe+1uwwAFg1zzF++vWSWBPiIaWMra9W0Uqx7Jck14QQQjz0tleBDi39wQOPMbz+UfK5GzhWmLryEEw+f2dyTcP5+mksXPqWP0CsPMdK5FHm9PN0Dyzg8985sVUK4sk0qY0YtYricqaIuLdOn41l7b5z7ygYygX35JTbFEIIIYQQzXXp0tYutL3sWruX0+FPkXXa0a6HvBPByA6Su20nm6oFiWRG8bobDIU/gcJhIvMalieH6BiavmvXmddfxuMtszI5jF8vPnBcDwvH9eB3N5sdBgAKB9c9vj2OhBCiVbRA8SQhhBCieTKZzK1VoIHK8oHGClXmiRWukMy9CBQYcYbg5RxLiCAWLhemfpVYeasReWf2RboW38/ibC+FXPCu8colm9R6nJ/80hKSqrm/tUoVx5E1Q0IIIYQQ4mTZrrAx4P/CgcZRShOzV0h45+nxX8WsB/CU47eOh3I9dFjXGI2+iKUclIKx+OfxlFMsT4yinbs/Qtxc6MGsZRnqOnllHBvNMhwqRJodxi2SXBNCiIOT5JoQQoiH1sbGBnNzW4muc9O/0NCxz07/BtFamcec83Q67YR1GG955a7z4pU5hud+l5WFdlYWOtC3ZdFW5rv5jRtLlLWk1nZT0y7Q/FoCrgubyzHOnX5Ds0MRQgghhBDH3HZiLepZJOxZa9i4ltKMhD5NONdNdOMsyvGhtJeYb/2uc08lrhB2p1iaHKWQeyU5VC17qRRDDHdONiyuk8wwNK7R/H7MZaKk6hH8fn+zQxFCNIky3Jb7Oq5kibcQQoiH0vT0NPl8Hmh8Yg22Vq+cnfsfVFUQY/BbwbXp3fifO57rc1Kcmf4vTPR9IzP5U1geB6dmobXmcq41Sh22Oo8ygOY/kGXWY1RcW/qtCSGEEEKIA9lOrIXMdfr8Fxs+vs8scjb6CTZK7Rip85iU8ajqjuf2RuZIOClmFh4nY7ajDE1N+4nZs3eVixQ7c12F4dabGoNGMadex5lzzzU1DiGEOCkkuSaEEOKhs7S0dKiJtdvZusD5qV/d9TyFZmz+D3DwUPJ1UrWifMr7+kON7SSJeSyU2dzJaqXsJbWpOH/+dU2NQwghhBBCHG/bibUe30Xi9uH2M0v610j6P7breX4rz5nYJ6hoH472M1E8RzSQO9TYTpK6a+KhuX20l83H8cba8Xg8TY1DCCFOCkmuCSGEeOhsbGwAh59YexAWNcLleTYiScp1KQe5V/0BL/FQpWn319pgfTHOmTNPYRjNL08phBBCCCGOp+XlrT7Q/f4vEvGsNjmau3lVGa8qAwrLdJodzrFR1x78pJp2/7zRzoaO8OjA+abFIIRoDaax9dUqWimW/ZLN20IIIR4q26tAWzGxdjvHDJF3mrsT6zjp8duEI+Wm3T+1GsfyJ7AsWbckhBBCCCEe3Pr6Vt+zVkys3c7AxFalZodxbLhsVStphjoWCzzO+Ufe3JT7CyHESSXJNSGEEA+NYnGrDEdH6m+aHMnuDF3FlgYGe9bIbmuuC9WKjbvHQUsFH6mMy/DAmQZGIYQQQgghHjbbCwHPRz7U5Ej2wqXuysKyZnCwqRLY8/mL5muJdw9gmuYhRiWEEA8f+S0ohBDioTE5OQlAW+ZzTY5kL5q1rvF4WipVyWR9BMOFfV3nulAuBqgUPbiuQSHro65r1Nw6XhXD59ckulKY1s67CLU22FiOceHs0414G0IIIYQQ4iGVy231L2uzJ5scyd5JNfS9MwCN2vcsr4aPgtFBRUWpECKvg2jXwcXFNjwkjXmS+ir3+qvIGt2kXT+Pdg4d9C0IIU4IZWx9tYpWimW/JLkmhBDiobC9CnR89lebHMneBEszDCZe0+wwWp7PVAwGvdimQbkYILtZw9UGLmBammIuQL1moLWLZbn4glXsQJVayUMp76NW01QwGB18AsMw6O7y3rGic2FhhnymRjSZ2fH+m8sJgtFuWQUqhBBCCCEOZGZmBoBO380mR7JHRpHNYgcdocVmR9LSKo6fat0LGGyocUwc6lhgGJi6yroaA7eKdhUBlSfobuBzM6TUECU3TEXXCSV66GwbRCnFoM93a2zXdbn0pU8QYwqLu/tP1/GwyAUuPPKGI3zHQgjx8JDkmhBCiIeKpY9HX4BgdZmAVedrexP88cJms8NpOQbwTDLMs+1+OhNhisUibh2C/qdQL5fTLBbzJOMeovEkAPV6nVKpxMTci4QDCYaGx+6bFHNdl3x2nq6hPLWqB49du+N4Ke8nndM8duHUob1PIYQQQghx8mm9tZtpJPjJJkeyd2OBS0wUnsHvKRD27rwQ7WHmaA/TmUFy2kMwkKDulshHn6At0YdtGBiGQamQZyTZdqtvc7VaJZ1aZ2b9Bn3dF+iNxW/NbXaSTW0SUWl03aJOHRPnjuML5mtp6z513zGEEEI8OEmuCSGEeGiMzP9ms0PYl8fmfx2z7z2sVyJ8Yj3b7HAe2Kmgj6eTITzK4EauzGc2cnsuhhKxTC5Eg0Rsk9NhHzW3TtkBv6XoTXh5bOwRjHvUowmFQnd8b5omoVCIx86+fk/3dhwHDJu1+XYqVZPugXW8vq0VodWKzcZyhEfOPbvHdyKEEEIIIcTOpqamAPCZ+SZHsnc+s8hQ4AtMZ57gbNtnOK75G+0aLBe6KdQCGAZ0BVYI2bk9Xeu6UKqF2axEqGmbYi2CMioYBtS1TV/PGcZisXte/+r5im3bdHT20NHZs6f7zy9fIoTFTfU8XqPKcP2jGLi4wKYaJeP6GGzv39NYQoiHhzJclNHIzvUH00qx7Jck14QQQpx42yUhvc7xWVGpgUz4HBgeMo6z6/mt6HwkwBvaQySC8My516CU4sb8BE8tpyk4LjFbsVnRKAPmClW+lCmwXqlRf/m5qsPn4TtOJXhk6BShYAiPx4Npmriui+u6KKXumVhrBMuy6Os/h23bGIbBtWt/Q8AfwReqkE+HSbbJKlAhhBBCCHFwpdLxqK5xu0rdz1qlAzieH4rWtWKx0EumEiEYaWN4YATXdXnp5qfxAgqXumviMau4rkFHYI2gVcC2Xim/uJjvZb2WYKz/UUzTvDVvgK3diIddOv70+OupVqv0+3xMTn+Bq9m3kzSW8JBnWT3KhfOPHer9hRDiYSfJNSGEECea625N9sKFiSZHsjtH+Uj5TzMTfx3K8DFfqPKp2Q1eShebHdq+fXVPgtd0+Xjy7BN3JKDODI5zZnBrV5hpmtTrdUzTZGZphtesLZMpKl5MlyjWNc+3B3n+sSfweDx3jH2YCbVX3ycYDN76/vz5N1Eul8llUpSrkyTb2o8kDiGEEEIIcXJdunQJgPORDzU5kvvTGso6zFKlj2K9A2UYROwUY9EvHbtda7W6hxvpcZJtQ1xo67ljfvGas2/AdV201hiGgeu6GIbBpcm/w8nViNolQp4C2lWsVaM8fuaZHecnR9GT2bKsWyUlR4dfi+u6pNbXWFy5CkZaFgIKIcQhk+SaEEKIE217stq/9sEmRwIaRdlux1ddYXua4yg/19u+jLK3h5o2WCxW+dRMlsvZ1abGehBv6YjyZG+A15154p7nbE8Ct///UM8QQz1DOI7DW8plyuUS0WjsrsRas/l8Pny+bto7u5sdihBCCCGEOOa2KzK0iqr2AS62emV3VqqcZK42gnKDmKpGyM7RF72I97YdXMdJXStupscY6H2EcCSy4zmGYdyVHHtk9Clc16VSqVAsFNCuy+NDySNb+LcXhmGQaO8g0d7R7FCEEC3MNLa+WkUrxbJfklwTQghxYm2Xg2xPfarJkUDW6mKi++vJ1TR+S2EABqBd+HyqwN9OL7NWOZ7lH2/3ZDzEs91eXnv68Qe63rIsQqHQXf0HhBBCCCGEOGlaadfatfxZHN2FYWhc17hV7NFUdXqDi8R9l4/dDrVX067BzfQ4bR2j90ys3Y9hGC8vtvMdQnRCCCGOG0muCSGEOJFWVlYAaEt/lvbMZ5scDdzs+lp+e2qNG7lys0N5YKaxlQx89draNq/FYMDHY7EAHWF47pGnWmoFpxBCCCGEEK1meyFgKyTWSk4Ix+3kbNtnj3UCTbsGynDveq3iBFgttVGohggnuulIdjUpQiGEECeJJNeEEEKcSGtrawB0pJu/a63g7aHgGMc6sTYe9vNVvRFcXNIVyDt1vEqR8Bl4PZqw38drxh+Tuv5CCCGEEELsYnZ2FoBO79UmR7LlZuksXYHFY51Ym8qcIlvzYwJeq4rCpaY9VLWBNg1i4Q7OjYzJIkAhxENPGe5dCxGaqZVi2S9JrgkhhDhx5ubmADgz88tNjmTL1bZ38uHFVLPDOJAn4kHe+Njj2LZNvV6/1eB7u2eaEEIIIYQQYm+y2SwAbd7ZJkcCWoNyQyT9V5odygNzXcjVAjx+7jlc16Ver+O6LqZpyuI/IYQQh0Y+ERNCCHHiZDIZAJRbP5L7pfwjrLa/DRcD0y0DLvHNz9FW2OqhYCg/X9xcP5JYDkO336YvaOLxeAAwTfOuBt9CCCGEEEKI3a2vb80LToc+emT3nNg4S8VsB0DpEiY1+qPX8ZlFSjqKqWrHdteadg3Wil0Ynq2POGUBoBBCiKMiv22EEEKcGK7r3moKflS71jSw1v5m+lY+gL+yRMnbgzZMltveRsmXpDP1ear1rfOOE1sZPBEP8WQigN/WPDY8KiVUhBBCCCGEOICFhQVSqa2KFpaqHck9S06IqtnG6fTvUsdH1YpSNpNM5J5iPPJJ5ksDRHzHr8pGxfGxXOwkWw1TV/D46aeaHZIQQhwLhgGqhT7eOc4fNUlyTQghxIlw7epVao4DwNnpX8RgfzWbqyrIdO834ho24NK5+lfEylP3v8YMMd37DfjLSwQrSwAEK4sA+Bf/BxN9/4B5bXI9V9r/G2qiZ5NhnmkPMNbbyUBXv5RSEUIIIYQQ4oAuXrx468/nIx/a9/WrhU7Wq+NggKnLjMQ+h6XuvYRPa0hX2liunKcv/3EUoCjjccoEnRVKVpKl/CmqJGjzv/Qgb6kpHG0xnR0i53gY6XmEwWhUFgEKIYRoCkmuCSGEOPa2J6qWk2N8/tcfaIzpvm8iufk5kvkXKVtxpnu+idDcr2O51TvOy3r7We58Oy4eDNchnnmJ9sxn7xrP0iV81VUKkfNcnlp7oJiOmgLe3Zvkyb4gj489KpNUIYQQQgghGmB7vnIm/BFMw9n39ZW6n/XaGUay78N2iyz5X8tE+jWcTvzdHedpDYv5YbL1XjAUpltkKPfn+PXmXWN2FT7NDc/fQykL26redbwVVes2N1Nj9PacZywWa3Y4QgghHnKSXBNCCHGsbWxsAGDX0owu/NYDjeEoH6BI5l8EwOekiBRvMNv91SQyFzF1mXRwmFJgCMN16V35MMHK/K7j9i//MVeH/gnzxcoDxXWU4rbFV/ckeKw/xtmh080ORwghhBBCiBNhO7F2LvxhDGN/1TW2LRcGiFUnsN0iAN2lz5HxjpOudlJ3PdiqxGq+m4qRxFdfZyz3v7C4f9lJiyqdhU+zHH7jA8V0lFwXspUYs/lehvsfJRQONzskIYQ4tkzDxXzA30eHoZVi2S9JrgkhhDi2HMdhaWmrHOODJtYAlhLPEijdmSzrWv8Ys11fSyryCHXlw19ZpW/5zwhUV/Y8rgLMeoFivf7AsR02yzB4V0+c8ajF68bOEI5Emx2SEEIIIYQQJ8J2Yi1pTz9wYg2gUG9npPzpO17rz3+UBfdZLF3BUV5ilSkGyh/DorzncSO1WVbqhQeO6yiUnQBTmVPUTIsLp1+HaZrNDkkIIYQAJLkmhBDiGLt69SoA56Z/4UDjFAMjDC7+4R2vKTRDy390oHG3xnEIWRab1f2XfzlslmHwD4c7eN1wN/1d/c0ORwghhBBCiBPDdV9JpnX5rj/wOGUniIGLrfN3vB50lhnPvO+BxwVQVNlaEtiaCtUQNzODXDj9NJYlH2EKIYRoLfKbSQghxLG0sLAAwPjsrx5onIK3D8Ot43NSjQjrDhqoGz7S1bt7HLSCr+iO87pTklgTQgghhBCi0S5dugTA+ciHDjTOfHaUePVaI0K6S9YzjOmWDmXsg6prk+nsEI+ceVp2qwkhRAMpY+urVbRSLPslyTUhhBDHjuu6pFIp/OUlLL2/yeBS7LVkI6/FxUBRQeOlf+UDhxLnbNfXsl5KoQ9l9Ae31V8tzqmkRV9XX7PDEUIIIYQQ4kRJp9MAnAvvL7GmNUymH6Wq4oCL4dYxqdBe/mLDY3SwWAo+y1DiasPHPgjXhUwlzny+h86OYUmsCSGEaFmSXBNCCHHsbK8CrXs8aBRaWShdvW9BE0fZTPZ+C8rVjMz/NkpXqNhJvNW1QymEolFU7A7+/19aOoTRH4xpwBvaojzZbvPU+DlC4UizQxJCCCGEEOJEqVQqzM9v9XNeyffQEVxEY2Gp+5eJTxUTLFUfIVyf5lT2z9D4qCsbr84eSpybvgvY7iYBu3V6rtXqHqYyw5SVl0fOPIVSrVuyUgghhJDkmhBCiGNluyn42elfYjn5Rm4M/CMMt45rKGB7L7kGFC4Gg0tbfdNmur+etszf0Zb53K2x/NW1Q4tzI/IExVp+9xOPSMgy+fahNoY6AjwyfB7DOMb77oUQQgghhGhBruty48YNAMY3/zuT0a9iMzuKgcZFbW3L2mYYKF3mTOIzzGVOkXf7OJX9U3w6A4CijKXLhxZryjvGQHLy0Mbfr3Q5zmyuh4HeM8RjyWaHI4QQJ5bCRRnu7iceEUXrxLJfklwTQghxbGwn1gZW/gQDTffGx+je+Nit49vlF7VhY7lVMv5RZrq/HgNN38oHCVXmjyzWTPgsvzZ1eJPhvfKZisGAl3f1Rnjm9BlCEdmtJoQQQgghRKO5rnurwsa5zV8DYDzzR3ecszVfUS//X81U+J1cTr8Jyy0ynvkfqCMqKK+x0Ian6bvWXBfqroeFfC+pWoDHzj4ru9WEEEIcG5JcE0II0fK01ly+fBmAcOEGodLMjudtT8OUWwUgWrpJdPbmUYR4B41F3QwwVcgc+b1vdz4a4Ct7wnhsl9dfeJ1MVIUQQgghhDgEc3NzZDJbz/5nX06s7WTrafyVBNqp3AuHG9g9rPkewXZTTbn3Nu0qZjJDZBwfkUgbT4yeaWo8QgghxH5Jck0IIURLu379OtXqVrLszMwvo9x6kyPaXTp0mmq9uatA39Qe5fleP8+cf60k1YQQQgghhDgk29U14JUda60u4z1FX3Kuafeva8WN1GkiiX6e6BxqWhxCCPEwUryyOL0VtFIs+yXJNSGEEC3p9t1qAOemf6GJ0exPLjTKn6/cv2H5YbEMg6/tS3CmzcOz518nvdWEEEIIIYQ4BAsLC6RSW7u/+nMfJlxrXrJqPzRQN/z4rVxT7l92AkymT9HROUJ7sqspMQghhBCNIMk1IYQQLef21Z+nZ38FU1eaGM3+OMqmZHfxibXFI7931GPybUNtPH6qh77OviO/vxBCCCGEECfdXYsAj8lutW1rvifw6AzNKG6xWUowV+jiwvjTWJZ8JCmEEOJ4k99kQgghWsbi4iKbm5sA+CrLDC/9QZMj2r/l5FuZyqWPqBX5K9q8Ft8+lOS5s2cJhsNHfHchhBBCCCFOvtsXAY6lfh+PW2xiNPungU3fWUbbLu56bqOtFDpZKid5/OxzUl1DCCGayDRcTMNtdhi3tFIs+yXJNSGEEE1XKBSYmpq69f1xKgF5O41F3j/Ir3zpaHetJWyLf3AqyZsffwKPx3Ok9xZCCCGEEOKku70PdLRynd7CJ5oc0YPZ9J7H0jlsq3qk910tdrBUaePxM6+XxJoQQogTQ5JrQgghmsZ1XS5dunTr+7PTv4Rx5Hu+Gme+8ytYKGxylN3WQpbiHwwledNjj0tiTQghhBBCiAZaWVlhbW3t1vfHrQTk7TSKNf/jjLRd2v3kBtosJVgotfGEJNaEEEKcMJJcE0IIceRenVQbWvqfBCpLTYzo4EpWgrz/FC8urR7ZPW1l8G2D7Tx39gy2bR/ZfYUQQgghhDjJMpkMc3Nzt74/zkm1bTOhd+AaniNdzFiohpgtdPGElIIUQoiWoYytr1bRSrHslyTXhBBCHKnb+xS0pT9NR/rTTYymMTQWc91fQ5t1jXf1niJgmnxgIXto9zMNOB8N8uaOEK8ZHSAUiRzavYQQQgghhHhYlEolJiYmbn1/ZvO3UEdal+Jw5KweylYb3YklJlKPMRx/Ea9VObT71eoeVoqdrFciPHr6WUmsCSGEOJEkuSaEEOJI3J5US2Q+T1fqePYpeLVU8CyryecJWvN0hhdI6hXgaTymyx/N5hp6L9OA18bDvL49QHcyxLmh05im2dB7CCGEEEII8bCp1+tcuXLl1vdnNn8DdYzL1W/TWCwEnyPv6eNUzwIBbwXTdJnceIyR+Bcb3nutVreZz/eRrXnp6zzN44l2SawJIYQ4sSS5JoQQ4tBtJ9Yihev0rf1Fk6M5OA0UfAOsJN+INi0Go1/CbxUAsJTDaPhTuO5zeDD5n7PpA0/LFfBILMibO0MMdEQ5Mzguk1QhhBBCCCEawHXdW4m1U5k/wV/faHJEB6exWPedY8P3CEFzg7N9kyi1dSwWzKG1wUTqMfoi1wl7Mwe+X63uYbHQQ7oaZLjnAsOx2IHHFEIIcTiU4aIMt9lh3NJKseyXJNeEEEIcqu1eBWdm/jPKrTU5mgfn4GEt/gzFQD81M4RJmaRvjmRw7a5zTaUZjXwKv3WeJ9v6WauW+avFEgawVqkxX6jsubjMk/EQz3UE6U6GOH/qDGp7ViyEEEIIIYQ4sO1e0Me9r1rB6mDDe46i1YlrKGw3y0jvPD777t1piXAWj+WwtDHCQlYR8a7i85RQuPg8BWxVYi/TDu0aTGVGyDse+rvOMJRoP4R3JoQQQrQmSa4JIYQ4NKurq2QyWyshj3NibSP8KGvxZ/GZG3QG5glam7tONi3lMBj6ElpDsjxE/2gcgLoOUNNevpjO8t8nd18l+tpkgHc8+aTsVBNCCCGEEKLBtitsnMr8SZMjeXAaxUz47ZTNJPFgiu7YEl5797lX2F8k3DdF1bFY3mwnW43huuAULRxtMhi9TMAu3HcMR3vI1i1ec+75Rr0dIYQQ4tiQ5JoQQohDMTs7SzabBeDc9C80OZoHk/f2sdjxZRiGw0j8s9hq/z0JlIKOwDQwfes1rRUe9TrGI1385BeX73u96yKJNSGEEEIIIRpsO7GWLH3pWJaC1MCy/0ky3nFC5hpn+6b3tNvs1WzLYaBj6Y7XciU/M2vnSfpn6AitNCZgIYQQLUEZYLbQx0yqhWLZL0muCSGEaLibN29SLpcBaEt/usnR7F/B281ixztxDUVv5DohT7qh4yulGY18hpnco/zTM0l+/urxm8wLIYQQQghxXG0n1gDipStNjGT/NLDqe4KU7xy2m+H04DSWOmiX5zuF/SXGeya4vjhC2JvF7ynteJ4BcHxb5QghhBAHIsk1IYQQDXX7RPV08C+5oZ8nlr2ErfNNjGrvVmNPsxl5jG7/JWKBgzf3vp/+4EWK9efue47MVYUQQgghhGic7flKr+eLVGqKmeg7Gcu8r8lR7Y2Dh6nIu8CA0/3TWFZjk2q3syxNIpRiJd/LUPzmod1HCCGEOK4kuSaEEKJhUqkUAAqHs+G/BCBkLrCWeJbe9Q835B5lK07Vk8CupfA5mw0ZEyDnP8VS21tRqspY7DNYymnY2PeilEYZLgMBL7PFyqHfTwghhBBCiIfZdmLtnO+DGAZgwUZ+FAcfFuUDj69RlMwkNRUmUptG0bjk13zg9eTsU0Q9q/T1Hc3CxUgwRyrfh9Y8UMlJIYQQrUcZLsponaXcrRTLfklyTQghREPkcjkWFhYAbiXWADoCc0w7rz3w+I7yMd3z99DKxqSMg5/Ts//1wONqLBbb30beP8Rg9EUCVu7AY+5Hb+Ai7z3zCP/i8/MNnHoLIYQQQgghbredWAurZW5vaexzN1j3n6er9LkDjZ/xDLIYfANKl8DwUKh10Vv85IHGBCipJHPhNwN1Tg9OYamj+xAy4K3g95aZzY4wFJs4svsKIYQQx4Ek14QQQhzYwsLCrV1r58N/cccxryqBATlfP+Hy3AONn/GPsNT+duL2FF3hRQCubjxD1Qxh1/e/alMD2eA46fB5ynYHPnON05G/acpqzJAnTcSzzo9caOenL64dfQBCCCGEEEKccNuJNb/aZMB7ZxKtN3iDidLr6Sh9jgeZDmhgLvgWSlYnI73z+OwqlaqHifn+B47XwceG7xwZ7ynq2HRGl2hLNqfSxUD7AtcWRsmWV4n4jnYhohBCCNHKJLkmhBDiQEql0j0Ta9s67UsstX8Z/rnfwqK257E1sNDxLor+bk5FvoDPKt465jNTbESfoHvzf+9pnJK3h3T4PAV/H67hwaRIzLfCoH8C1eAG4PvV479CwXmOJ+N+PpvauVm4EEIIIYQQYv+2E2uD9qcJmet3HfeqEpbOshx4lp7ip/Y1dlnFmA6/E5scZ4Zmbi3W89o1XMNEY6HYvdy8RpH2jpG2h6mYMXBd/GaG3o40YX9x1+sPk1Iw0D7PzOoZgvbnMJs8dxJCCHEwytj6ahWtFMt+ScVkIYQQBzIxsVUe5F6JNYCYP0XQWuDmwHexHH8DVTO867h5bx83Br6HesDHeOxv70isAbSHFikEhu95vaNs1iKvY6L3W7g+8I9Z7HwHRszLYOwiZ5KfZCz5RdqDS01PrMHWhHUo+Dm++VQbAUt+NQshhBBCCNEI24m1kFrdMbG2bTj4BfJWJ9ei38Cm9zR6l4/LNLAYeJqpyLvojC4zOpy6qwqG7WZJecfvOUZJJZgPvoGr0W/iWuzvk/KOEe+AM4PTnB+eYXiw+Ym1bUFfmVgow1TqXLNDEUIIIQDY2Njgve99L4ODg/j9fh577DF+7dd+bc/Xv/DCC7zlLW8hEomQTCZ55zvfyWc/+9l9xSA714QQQjyw7cnq2dALu57bF5qkopdYUMNMh78JgIHFP8LnpO46VwNzXV/NYPhFgp7MjuMFrRyucpno+RYGl9+HpbcakJc87Sx2vAPHDOFRaTqCS4Ssl1q+AbfXKtPmneInHunnx7+w1OxwhBBCCCGEONZc95XeZIPe+39YZimH0+FPkXa6WdOjrPhfi63TnMr+2Y5ptjXfE+Q9/ZwZnMS8xzyjp6fA9NITVFWA7tLfAVvznJT3LKv+xzFch7A3x0j7Ml5779U9mqUnscb14ilW8510hFZefvXo+r8JIYQQ2wqFAu94xzu4ePEi3//938+ZM2f4gz/4A777u7+b5eVlfvzHf/y+1/+3//bf+J7v+R4eeeQRfuqnfop8Ps/P//zP88Y3vpFPfOITvPa1r91THIZ7+9OGEEIIsUe5XI6ZmRlinjl6fZf2fX26FGep+jiDS3+Ev3Znr7Gcr5+VjjczlvzCruMsZvvI1AYx2NqBZlAn6ZumLbi675hawUTudXxy1eH3Z7aSiv94pIOvff3TTY5KCCGEEEKI42V7IeBp34ewjP0nr27mHkMTYCT7x3cl2CYiX0V7Z41YKHvfMRytmJxOUDMi8PJ8xdIFBvsz+OzqvmNqtpqjuLE4wkj8i9hWlVrd5mJqmNece2OzQxNCCLGLbDZLNBrlyuJ/IhzxNzucW3LZEmd7fohMJkMkEtnTNT/90z/Nv/yX/5Lf+Z3f4Vu/9VsB0Frz5V/+5Xz84x/n5s2b9Pfv3Pt0YWGB8fFxzp07x8c//nECgQAAN2/e5Ny5c7ztbW/jz//8z/cUh+xcE0II8UBmZmYAHiixBlulIg0+z0z319Ox+b9J5C/fOlbwD+Ix91YCpScyTw/zDxRDKxoMfp5q8g389UqJxfLxm3ALIYQQQgjRbOvrWyUgk9bkAyXWAEbDX2Iqd47r0W9mOPsBbPeV+UlNhQj55nYdw1Ka8eF14N4lKY8Tj6XpjK8ymb7AeOLzzQ5HCCHEQ+o3f/M36e7u5lu+5VtuvaaU4kd+5Ef48Ic/zO/+7u/yL/7Fv7jntcVikf/wH/7DrcQawOjoKP/xP/5HarW9PzdIck0IIcS+ba8CPRe6d5+1vYj6M/i9n2SKp1lLPIepS9SVj7rhJ+pZYrU0RN01MY06lqoQ8axhqd0bgh9nltL0BS7yg+fO8y8/f3KShkIIIYQQQhyFUqnE8vIyAF2eKwca61T4MqulFBPRr8VwHQw0deUHDDbzcbRr4LoKy3TwWhVC/kLLl6M/qGQ4Q6YQYT57iu7wQrPDEUII8ZDJZDJcvXqVd7/73RiGccexp5/eqvz06U9/+p7Xf/SjHyUcDvP8888D4DgO1WqVQCDAe9/73n3FIsk1IYQQ+5LNbpU+ORf6C171O+yB2KrC6ejfUNeKsg7jUznKOsy6c4pyPYCiRhUfTj3BSmkUj6rS6btO2L67V9tJEbY3CVdT/OC5JPlKs6MRQgghhBDi+JiYmADgvP+DDRmvw79EB0tUtB8XhcctkNKD5PNtKBwMV1PGJkUcx+0m4C3R176EpXRD7t+KhjrmuDY/SrG2c39sIYQQrUsZW1+tYjuW7c8bt3m9Xrxe713nLyws4LrujmUfI5EI4XCYqampe97vypUr9Pf3c+nSJX74h3+Yj3zkI9TrdS5cuMBP//RP85Vf+ZV7jl2Sa0IIIfbs8uVLaL3VqrMRibXbmUoTVFuTs6DKELS+uON52VoH86VHiNeX6PLfbGwQLaQvcJFS/f9l777jI7nr+4+/Zna2S1r1fpKu6E5XfMYFGzeqC4kpDi0hmBZI6D0JJQk2kJAfBEKKE3onEAiYEmoMCbjghruu6op06l3a1fbZmd8fsuSTJd1ppdVJuns/77G2duY73/mM/LC93/18v5/vlYwV+hctIiIiInKWmqmwEfEUfkWV30zO/lzp6aKSrnltHMdkINvG4Z6ttNR0E/KnCh7HemCa0FjVy4mhbWCeet85ERGRpXhysuymm27i5ptvntducnL6u8OioqIF+wmFQsTj8UXvMz4+juu6XHXVVbzgBS/gP//zPxkeHuZjH/sYz3/+8/ne977HDTfcsKSYlVwTEZHTisVis3usAewuXlk5yJUo8Q5R5Pk/DiWfRam3j4C1tL3ZNhrThKbww9jOxWsdioiIiIjIutbd3T37ZdtW/+0EzNiaxGGaDvW+/RTbw5wYfgptjUfXJI4zoTiYpCQUYyodWOtQRETkLNDd3U1JScns+4VWrQG4rnvKflzXxTxFjeZ0Ok1fXx/vfOc7+dSnPjV7/IYbbmDHjh28/e1v54UvfOG8kpMLUXJNREQW1dXVRSw2d2C6lom1GabpUO09SE9iD9tK7lvrcFZN0JqiyK9SKyIiIiIiT+a6Lvv27ZtzrNX/v/hOWmG2VoqtYYx0hrFYhPLis/fzfE3ZCMZ4zVqHISIieTAwMVg/G4TOxFJSUjInubaY4uJiABKJhSfbJxIJNm/evOj14XCYaDTKW97yljnH6+rqeP7zn883v/lNDh48yM6dO08bi5JrIiIyx8mzPmcUan+1Qqrw9TKS3U4sU06xb2ytwxERERERkTNgpvTjjFLPCRp8j61RNItr8v6OzvErKA1PcooJ9CIiIpKHlpYWDMOgp6dn3rnJyUmmpqYW3I9tRlNTE+3t7dTW1s47V1NTM9vPUii5JiIiABw6dIhsNjv7fkfRr7CM7CmuWHuN/ofoSV5Iq3WnBqwiIiIiImcp27Y5ePDg7PsSs59G34PrbgLgyQJmHL85Qf94NQ0VQ2sdjoiIyFmhuLiYnTt3cv/99887d++99wJw+eWXL3r9pZdeSnt7O48++ui8dkeOHMEwDFpaWpYUi76KFBE5h+VyOdrb22lvb388seawu/jn7C7++bpPrAGErQk8ZpKR1OLLvTe+dfyNgYiIiIjIKhodHaW9vX02sbbZdye7gz9hk399J9ZmNFm/YzIewbb19ZuIiKwPhmGsu1e+brzxRrq7u/nWt741e8xxHD7xiU/g9/t5+ctfvui1r33tawH40Ic+RC6Xmz3+6KOP8rOf/YxnPetZC65qW4hWromInIMGBgYYGRmZfd/YGMXvz9J5LLSGUS1Pi/93dCSeQWXguFaviYiIiIicBZ5c+nHnxJc5Xvb7RJ1qQp6Ns4eZx3QoM49xYriRLXUn1jocERGRs8I73/lOvvGNb/Ca17yGBx98kO3bt/Ptb3+bX/3qV/zDP/zDbHLs0Ucf5dFHH2Xv3r3s3bsXgCuuuIL3vOc9fPKTn+Sqq67ixhtvZGhoiH/6p38iHA5zyy23LDkOJddERM4hU1NTdHZ2zr7fvXt4zoxPFw8ZJ4DPTJ354JbJMrP4rRij6Waqgl1rHY6IiIiIiCzTyUm1cLaXpvj/zNZxqJ+8i67I71Pr7Vib4Jap2urgUGYzjsNZNxlwAyweFBGRs1AwGOTXv/41H/jAB/ja175GLBZjx44dfO1rX+OVr3zlbLtbb72VD33oQ9x0002zyTWAT3ziE+zdu5d//dd/5T3veQ/hcJjrrruOj3zkI2zfvn3JcRiu67oFfTIREVl3stkshw4dmn2/Z8/wgu26uryQjNMUXH8bgp9K3C6jP3Me20ruWetQCq4rcSEtrVeudRgiIiIiIqvm6NGjJJNJADxOih3Rby3Y7mDZH7PVd+eGmgwIcCxzGWWRNOXFE2sdSkFlbYvBsRoaty6+t42IiKwP0WiUSCTCkYFbKC4JrnU4s2LRJNtq38rk5CQlJSVrHU5etHJNROQs9uSVam1tI1jW4nMqGhqyHD5UdQYiK6ygOYnt6n9pIiIiIiIbheu6DA4OzilXv2viy6e8JpTtZtDczibfo6sdXkF53SnS2fBahyEiIiIFpG8iRUTOEq7rkk6n6ezsxLbtOeeqq+NUVydO24dlgWE4jGYaqfD1rFaoBWeaDipKIiIiIiKyfjmOw/j4OP39/fPOtU18DZPcafuom7qfI9ZLyTgH8ZmZ1QhzVfjNFOncxpqNvySGi4sKYomIyLlJyTURkQ0qkUhw7NixBc/5/TZbt44vq6b/1m1xOjp24Lgeqvzaw2ztabAqIiIiIhuL67oMDAwwOjq64PnK1CNUpx7Mu18vKSqSv+MIz2Cb/3Z8ZnqloZ4RfiNKLNu41mEUnKY3iohsPIZhYBjr57/g6ymWfCm5JiKyAcTjcfr6ekmn58/ODIcz1NdP4feffqbnUvh8Djt2THDoUCthzwQha7Ig/a42w3BI2wH81sbaf0FEREREZKPr7+8nGp0gm50/JqlKPkhFeh8m9gJX5q86fQAXOGZcwXbf/y5rQuGZVmQOM5DVV3AiIiJnE/2fXURkHclkMoyPjzM+Po6Ts3GetGipqChDTc0UwWBhEmmLsSyoq5mgZ2gP2627VvVeheIzo0SzNVRZZ9tqu407g0dEREREzi6Tk5PEYjGi0SiO48w553FSlGePUZ18oGCJtMXUpA8QDe9mwmmk3Fz/5ew9poPrGjgOGyIZKCIiIqen5JqIyBoYGBiYs3H3QoLBLBUVSUpL16bUSXmlS/9gANsxsUzn9BessTJPL2P2Fqo425JrIiIiIiJnTiqVYnR0lPHx8cUbuQ4l2S4qUw8TcCbOWGwnq43ezUDx5ZRb6z+5BuAxUkylwpSE4msdioiInMMMTAzWz0yP9RRLvpRcExE5w9rb2+e8r6uboqIiuUbRnJrPm2Q820KVf+G93daTEs8AA+ndax3GKtCeayIiIiJyZiy0r3PbxNcwWd3KGctRbPfSg3/DrAYrNvoZn6pRck1EROQsoeSaiMgZNJNY27lzBI9n/SdNqqpdBvvqNkRyzTTBNG1imTKKfaeYZSsiIiIiIvO4rjubWNs18eU1jmZpPGaKSaeBMrN3rUM5rUrrOEdSm9c6jMJb/8NaERGRVbEB5vaIiJwdOjo6ANi2bWxDJNYASksz5PARy1audShLUu45zkj6LBywioiIiIissn379gEbJ7EG0DT+K/qzu3DWfxV7LNPGNLLEksG1DkVERM5hxjr8s1EpuSYicoak09N7pwUC66+kyqk0NyfoSZ+3IQas5d4TpHJFOI7+9yYiIiIikq+W2E/WOoS8BJxx/OY4ffZ5ax3KkpSbxxiaqFrrMApr434nKiIisiL69lFE5AyqrZ1a6xDyFg7beH0pulIXrnUop2WaEPIO05vYtdahFJBGqyIiIiKyuoaGhgAI5YbWOJL8tYz9nKhTR8xe/9U2yj1dZLJekmn/WodSOBujKIuIiEjBKbkmInIGzJSErKxMrnEky7N1a4aUG2FoA5Rc3OR9hCm7nKzjXetQCkSjVRERERFZXTPJtY3IxKFl8id02xeScdZ30so0odbzGN0j9WsdSuFoLqCIyMZimBjr6IWxcVNUGzdyEZENZKYk5EZlmrB9e5SR7Bam7LK1DueUTBOKrAGGk1vWOhQRERERkXXv2LFjwMYrCXmyoDNO5dR9HE1fue7L2Zd6B8jlTLL22fGVnKu5gCIico6y1joAEZGzXXt7OwB79gyvcSTLc6TDSzoTxsAF16Q3tYcdRXesdVinVOM7zLHkldRzaK1DERERERFZ1xKJBLAxS0LaBDhafgOu6wHAcS1GctuoNo+scWSnFjaHGJyoprFyYK1DWTEtXBMRkXOVkmsiIqtkaGhotrxKOJxZ42iWL5MNsiV4DwFPfK1DWTKfmcE0csQy5RT7xtY6HBERERGRdWdmEiDArokvr2EkK2HjuiY7A7etdSB5qbMOcCTxTBxnuvLGhqbsmojIhmIAxjr6j/f6iSR/Sq6JiKyCkwequ3cPY2zg/1P4fGmidi0Bz9G1DiUv1d4D9Cd3Erbu3vgDVhERERGRAunr62NsbHoCWjjbR3P8F2sc0fJZ2ICx4ZJUlpnBMhKMxMqpjmzwyYAqCykiIucoJddERApsZqBqGA5F/jgnjgaW3ZfLSTM4FkjQGbMt3HltFsznGdO9LnZu3nEDDMfHWLaepBtc5D4njabcmb7dOX3MazfvWvdJx+ceW7SdsXg7A7AdL0djT6M80MvCz+3OXm/MOfbEz8a89k8EOe9ZT3q/cH9PitOY22ahe2VzvnnXi4iIiIgs18x4pcgYAZ+XE77r8+/EnfnLE2OR+Z/3T/95fs7nbXd+m7mft0/6rD9nCGJywj4fw3R4Ynjw5D6edP28gcEpYj35o7uxUDsWOOYuOh6YeaawOcTQRCtZ28LvzZx0vfHEdYuO7xZ4PuOkvz3p+RaKdabxwmOak/td7JyLnbPY0DNJRUREVkDJNRGRAisvL6e8vLxg/bmL7BC92PFCn3NdF9d1MRYZNJ2pOJZzPOS65HI5PJ6dqxKfm8tN/52ZXdPdJ16uCzi4j793531Z4Mx0Ntvm5EGt+3gfFcXBReMQEREREcnXnj17CtpfIccrp7pmsfOVjoNh7CpYDIU+d6r24VwO2IS5wLK7QsQwPV5xcVwXyD1+0DmpsTN3LPL4GGb2NM7jb2fOO48fn2kLFdW1i8YiIiLrj2GYGMb6We69nmLJl5JrIiLr3GJJrcWOi4iIiIiInCkar4iIiMi5aOOmBUVERERERERERERERETOMK1cExEREREREREREREROcsZj/9ZL9ZTLPnSyjURERERERERERERERGRJVJyTURERERERERERERERGSJVBZSRERERERERERERETkLGdgYqyjNVfrKZZ8bdzIRURERERERERERERERM4wJddERERERERERERERERElkhlIUVERERERERERERERM5yhmFgGMZahzFrPcWSL61cExEREREREREREREREVkiJddERERERERERERERERElkhlIUVERERERERERERERM5yBibGOlpztZ5iydfGjVxERERERERERERERETkDFNyTURERERERERERERERGSJVBZSRERERERERERERETkLGc8/me9WE+x5Esr10RERERERERERERERESWSMk1ERERERERERERERERkSVSWUgREREREREREREREZGznGGYGMb6WXO1nmLJ18aNXEREREREREREREREROQMU3JNREREREREREREREREZIlUFlJEREREREREREREROQsZzz+Z71YT7HkSyvXRERERERERERERERERJZIyTURERERERERERERERGRJVJZSBERERERERERERERkbOcYZgYxvpZc7WeYsnXxo1cRERERERERERERERE5AxTck1ERERERERERERERERkiVQWUkRERERERERERERE5CxnYGKsozVX6ymWfG3cyEVERERERERERERERETOMCXXRERERERERERERERERJZIZSFFRERERERERERERETOcsbjf9aL9RRLvrRyTURERERERERERERERGSJlFwTERERERERERERERERWSKVhRQRERERERERERERETnLGYaBYayfNVeGobKQIiIiIiIiIiIiIiIiImc9JddERERERERERERERERElkhlIUVERERERERERERERM5yxuN/1ov1FEu+tHJNREREREREREREREREZImUXBMRERERERERERERERFZIpWFFBEREREREREREREROcsZholhrJ81V+splnxt3MhFREREREREREREREREzjAl10RERERERERERERERESWSGUhRUREREREREREREREznLG43/Wi/UUS760ck1ERERERERERERERERkiZRcExEREREREREREREREVkilYUUERERERERERERERE5yxmYGOtozdV6iiVfGzdyERERERERERERERERkTNMyTURERERERERERERERGRJVJZSBERERERERERERERkbOcYRgYhrHWYcxaT7HkSyvXRERERERERERERERERJZIyTURERERERERERERERGRJVJZSBERERERERERERERkbOd+/hrvVhPseRJK9dERERERERERERERERElkjJNREREREREREREREREZElUllIERERERERERERERGRs53rTL/Wi/UUS560ck1ERERERERERERERERkiZRcExEREREREREREREREVkilYUUERERERERERERERE526ksZMFo5ZqIiIiIiIiIiIiIiIjIEim5JiIiIiIiIiIiIiIiIrJEKgspIiIiIiIiIiIiIiJytlNZyILRyjURERERERERERERERGRJVJyTURERERERERERERERGSJVBZSRERERERERERERETkbOe666sUo+uudQTLppVrIiIiIiIiIiIiIiIiIkuk5JqIFMxjjz3GS17yEqqqqvD5fDQ3N/OOd7yDiYmJOe327dvHDTfcQHV1NcXFxTznOc/hrrvumtefbdt88pOf5LzzziMQCFBcXMwznvEMfvrTn85rG41Gee9730trayvBYJDt27fzkY98hHQ6ndcz/PjHP+byyy+npKSEyspKbrzxRnp6eua1Gxsb4y1veQv19fUEg0H27t3Lv/zLv+A4y5/58bznPY8rr7xywXOZTIYPf/jDbNu2DZ/PR3V1Na9+9avp6+tb9v1ERERERM4lGq/kN17J5/lyuRyf+tSn2LlzJ8FgkJaWFv7qr/6KZDKZ1/OJiIiIbBSG627gdXcism4cOnSIiy66CK/Xy5vf/Gaampq4++67+frXv87OnTu55557KCoq4sCBA1x++eUEg0He/OY3U1xczC233EJXVxe33XYbz3jGM2b7fP3rX88Xv/hFrrvuOp73vOcRj8f5/Oc/z9GjR/niF7/In/zJnwDTiadnPetZ3Hvvvbzuda/jwgsv5K677uLrX/861113HT/72c8wDOO0z/DNb36TG2+8kYsuuogbb7yR8fFx/vEf/5FIJMIDDzxAdXU1ABMTE1x22WUcPHiQG264gauvvppHHnmEL37xi9xwww1897vfXdL9TvYXf/EXfOITn+CKK67gzjvvnHf+RS96Ed///ve59tprueGGGzhy5Ai33HILNTU1PPDAA1RVVeV1PxERERGRc4nGK/mPV5b6fABveMMb+NznPseLX/xirr76ah588EG+8IUvcO211y75+URERGT1RKNRIpEIk0PfoaQktNbhzIpGE0SqX8bk5CQlJSVrHU5+XBGRArjmmmtcn8/n7t+/f87xf/7nf3YB96Mf/ajruq773Oc+1w0EAu7Ro0dn2wwPD7s1NTXurl27Zo/dddddLuC+8pWvnNPf5OSk29zc7EYiETeZTLqu67qf+9znXMD92Mc+Nqft2972Nhdwf/azn502/qmpKbeystLdu3fvbL+u67q33367C7hvetObZo+95z3vcQH3z//8z+f08W//9m8u4H75y18+7f1mjIyMuC960YtcwAXcK664Yl6b+++/3wXca665Zs7xL3/5yy7gvu9971vy/UREREREzkUar+Q3Xsnn+e655x4XcP/0T/90TtuPfOQjLuB++9vfPu39REREZHVNTk66gDs59B3XTf143bwmh74zHdfk5Fr/ivKmspAismKpVIrbb7+dq666ip07d84596pXvQqA3/zmNwwODvLzn/+cF77whWzZsmW2TWVlJa973evYv38/9957LwC/+MUvAPizP/uzOf2VlJRwww03MDk5ycMPPwxMz7zYu3fvvLbXXnstAA8++OBpn+EnP/kJIyMjvOlNbyIQCMwev+qqq7j88sv5j//4DzKZDADf//73CYVCfOhDH5rTxxvf+EYqKir47Gc/e9r7Adx2221s3bqVH/7wh9x8882Ltuvo6ADg+uuvn3P8hS98IQAPPfTQku4nIiIiInIu0nhlWj7jlXye76tf/SoA7373u+e0fde73oXP5+PLX/7yae8nIiIistEouSYiK+bz+di/fz+f+cxn5p0bHBwEwOPxzA5En/a0p81rd+mllwLMtnn3u9/Nww8/zMUXX3zKPgHe85738Mgjj1BaWjqn3cwgtaWl5bTPcM8995wytmg0ysGDBwHo7u5m27ZthEJzl1CbpsmWLVt48MEHl7SXwf79+3nqU5/Kfffdx0033bRou5kvAPbt2zfn+EzSrbGx8bT3EhERERE5V2m8Mi2f8Uo+z3fPPfcQiURoa2ub0y4cDrN79+7Z35mIiIisA66z/l4blLXWAYjIxjczSFvIxz72MQCe9axnzW60vWnTpnntZhJEx48fByASiXD++efPa3fkyBFuvfVWysrKFjyfSqXo7Ozk+9//Pn/7t3/LxRdfzItf/OLTPsNSY9u7dy9FRUVEo9EF+xkZGSGTyTA2NkZlZeUp7/nGN76Rd7zjHaeN7SlPeQrvfOc7ueWWW9i9ezcvfOEL6ezs5M1vfjORSIR3vetdp+1DRERERORcpfHKE5Y6Xsnn+Xp6ehaMaya2hx56iMnJSSKRyKkfUkRERGQD0co1EVk1X/nKV/jyl7/Mpk2beMMb3sDk5CQARUVF89rOzKqMx+OL9jc5OclLXvISMpkMH/zgB/H5fPPa/Pu//zs7d+7kAx/4AKWlpXzmM5/B7/efNtZ8Yrvyyivp7Ozkt7/97Zx2999/P52dnQAkk8nT3nMpcc1429vexmWXXcY73/lONm/ezLOe9Sy6u7v57//+b3bv3r3kfkREREREZJrGK/lZ7PkmJycXjGuh2ERERETOFkquiciq+NKXvsTrX/96wuEw3/ve9yguLsZ13UXbz5wzzYX/szQyMsLVV1/NI488wste9rJFV3xdccUV/OAHP+Cf//mf8fv9XH755fzwhz88bbz5xPbXf/3XWJbFS17yEr7zne/Q2dnJj370I17ykpdQXl4OgNfrPe09l2r//v1cfPHF3HPPPbz73e/m+9//Pp/5zGfYtGkT11xzDd/97ncLdi8RERERkXOBxiv5jVdO9Xwr+b2JiIjIGbbWJSBVFlJEZHE33XQTH/7whykpKeHHP/4xT33qUwEoLi4GIJFIzLtm5tiT9yEAOHz4MNdffz1HjhzhZS97Gd/4xjcwDGPBe8/shQBwww03cN555/HWt76VF77whSSTydkZnzM8Hg9VVVVzYnvyzNEnx3bJJZfwgx/8gD/7sz/jD//wD4HpGZnve9/7OHHiBF/4whcoLy8/5f3y8Xd/93eMj4/z9a9/nRtvvHH2+Ctf+UouvPBCXvva1/LMZz7ztGUoRURERERE45V8xyune77i4uIFf2en+72JiIiIbGSaOiQiBZPNZnn1q1/Nhz/8Yerr67n99tu56qqrZs9v3rwZeGK/gJMttofAb3/7Wy6//HKOHDnC2972Nr71rW8teZZlU1MTz3jGM+jp6WFwcJBvf/vb1NXVzXnNDKTzje3666+nq6uL3/3ud9x9990MDg7yN3/zN3R0dLBp0yZ8Pt8p75ePRx55hFAoxB//8R/POR4KhXjlK1/J1NTUvJIvIiIiIiIyl8Yr+Y9XlvJ8mzdvXjCumdgqKysJBAJL+p2IiIiIbBRauSYiBZHL5fijP/ojbr31Vvbs2cNPf/rTeQPPpz71qZimyX333Tfv+nvvvReAyy+/fPbYXXfdxbXXXksymeSTn/wk7373uxe893Of+1yOHDnCoUOH8Hg8c87FYjEMwyAQCHDddddx2223zTkfDAaBJ2aQ3nfffZx33nnzYotEIuzatQuAO+64g/379/OGN7yBiy66aLbdxMQEd9999+zs0FPdLx+BQADXdcnlcvPKqeRyOQAcZ+MuoRYRERERWW0ar+Q/Xlnq81166aU88MADHD16lK1bt84en5qaYt++ffze7/3egteJiIjIGlhvpRjXUyx5UnJNRArir//6r7n11lu55JJL+MUvfrFg2Y+amhquvvpqvve97/GhD32ILVu2ANP1+7/0pS9x/vnnc8EFFwDQ19fHDTfcQDKZ5Otf/zqveMUrFr13c3Mzv/jFL/jqV7/Kn/zJn8wev+OOO7j99tt59rOfTSQSIRKJUFdXt2Af119/PWVlZfzrv/4rN95442yplTvuuIO7776bt7/97bOlT/73f/+Xm2++mdbWVp797GfP9vG+972PbDY7O+icmf25Utdffz0PPPAAn/70p3n7298+e3xycpKvfOUrhEKhOTNuRURERERkLo1X8huv5PN8r3jFK/j3f/93Pv7xj/PZz3529vinPvUpstksr3nNaxa9VkRERGSjMtxT7TwrIrIEx48fZ/v27eRyOf7+7/+ehoaGeW2qq6u59tpraW9v57LLLqO4uJh3vetd+P1+brnlFk6cOMEvf/lLrrzySgBe//rX88UvfpFLL72Ut771rQve9+qrr6a2tpaBgQEuvfRSBgYGeP3rX8/555/Pvn37+OxnP0tpaSl33nkn27ZtO+1zfOUrX+G1r30tF198Ma973esYHBzkH//xH6moqOCee+6huroagP7+fi688EJs2+btb387tbW1/OhHP+LHP/4xN910EzfffPOyfo+GYXDFFVdw5513zjk+NTXF05/+dB5++GH+6I/+iGc961kMDg7y+c9/nu7ubj772c/yp3/6p8u6p4iIiIjI2U7jlfzHK/k8H8BrX/tavvKVr/DSl76U6667jnvvvZcvfOELPO95z+OHP/zhonvQiYiIyJkRjUaJRCJM9n+DkpLQWoczKxpNEKm7kcnJSUpKStY6nLwouSYiK/bpT3+aN7/5zadsc3LS6OGHH+YDH/gAd955J6ZpcvHFF/O3f/u3PO1pT5ttX1NTw9DQ0Cn7vO2227j66qsBGBwc5KabbuJHP/oRw8PD1NTUcP3113PTTTdRX1+/5Gf57ne/y//7f/+P9vZ2ysrKuOaaa/joRz9KY2PjnHYdHR381V/9FXfccQdTU1Ps3r2bd73rXbMlVpZjseQaQDwe56Mf/Sjf+c536OrqIhgMcumll/KXf/mXs78DERERERGZT+OV/Mcr+T6fbdt87GMf40tf+hI9PT00Njbyile8gve///3LKo0vIiIihTWbXOv92vpLrjW8Ssk1ERERERERERERERERWT+UXCs8c60DEBEREREREREREREREdkorLUOQERERERERERERERERFaZ60y/1ov1FEuetHJNREREREREREREREREZImUXBMRERERERERERERERFZIpWFFBEREREREREREREROdupLGTBaOWaiIiIiIiIiIiIiIiIyBIpuSYiIiIiIiIiIiIiIiKyRCoLKSIiIiIiIiIiIiIicrZTWciC0co1ERERERERERERERERkSVSck1ERERERERERERERERkiVQWUkRERERERERERERE5Cznug6um1vrMGa5KgspIiIiIiIiIiIiIiIicvZTck1ERERERERERERERERkiVQWUkRERERERERERERE5GznONOv9WI9xZInrVwTERERERERERERERERWSIl10RERERERERERERERESWSGUhRUREREREREREREREznoOuOupFON6iiU/WrkmIiIiIiIiIiIiIiIiskRKromIiIiIiIiIiIiIiIgskcpCioiIiIiIiIiIiIiInO3cdVYWcj3FkietXBMRERERERERERERERFZIiXXRERERFYgkUjgOA7t7e04zsadcSUiIiIiImcX13WJx+OMjo5ytOPwWocjInJWUVlIERERkWVqb2+f837//v3s2bNnjaIRERERERGZ5rou+/btm3MsHo8TDofXKCIRWRdUFrJglFwTERERWYaZxNrWqv0EvCkAjvW20N7ergSbiIiIiIismaGhIYaGhgCYesX7ATBb6jn+d2/DT4rWPRevZXgiImcFJddERERETiGTyTA+Pk51dTW5XI7h4WFGR0cB2FX3IIbxRNuGmn6ODJWvUaQiIiIiInKuGR8fx7IsQqEQhmGwf//+2XMziTUAp7MPgDSBMx6jiMjZSMk1ERERkQUkk0mOHj06+354eHjO+Scn1gCmUiVnIjQRERERETnHHT1yiGQqu+j5kxNrJ/P7/asVkohsBCoLWTBKromIiMg5baG9CE62c+dOPB7P7PtUKkXXkUfmJdYAQr6p1QhRRERERETOUT09PUxMTCx6/skl6Q8/dAexb/920fbZ7OIJORERWTpzrQMQERERWUuHDh0CoO3AP7Ll6BfnnT85sQbg8/nIuQvPTwp4k4UPUEREREREzlkzibW2Ld001g7NOdfc3DyvfbiyGbOldtH+HGfjrhIREVlPtHJNREREzmm2bQPgYtLV8GJwbDyZOJ5cEm9JZF5713UxcBfsa2Y1m+M4mKbmMImIiIiIyMrt3HKCaDxA32AF4FJaPMXkVIhAYP7+aZn4BM7EwhU17EcOYZ2/Y5WjFZF1zXGmX+vFeoolT/rWR0RERM55jd23Ylthct4w9dXlGJaBryhE846L5rU1DAOXBWpCnuTJ+7OJiIiIiIjkKxqNAuDxuMTjAUzTprqqkqm4h5rqarxe77xrTK8fs7Rowf7Sn/veqsYrInIuUXJNREREzlnpdBqA4qlj+OxJmrr/i/7+AdqecjlNO5/G8QMPkslkZts7jsPBx+4jbMVO2e/w8DDt7e2zq+JERERERETydeLEidmf62vGCQWzxCZ7aNt1CR7TovPgA3Pajwz0EZuIkb2nfcH+3InpcUx7ezuHHy+PLyIiy6OykCIiInLO6ujomPPenx4HY/rj0ejoKEk3QMfBxzCdDK7pwzVMKsKT1JQPLtpnS8VhOke3A5DJZLAsfdwSEREREZHlqa8eBcA0we+1SaWmq2j09nSDx8+B391JDi9ggAvxmz6D27t4JY3c8R48mxvJZLNnInwRWW9cZ/q1XqynWPKkb3tERETknBZI9s/+nPMEcD1e9j38AOBi2UmKymxKQ2MEvXFgelB7KmH/FLvrH2Rf34X4fL5VjFxERERERM5Wrju9z3N55In901IZL9lciP37HsLjBde1mfr8z8gd6oTJqSXtXZT863/DevYlBF73B6sVuojIOUHJNRERETmnNXd9e/Znf3acnQc/Oft+uOJS4t6thMviy+r76NGj7NihDcNFRERERCQ/x48fn3espWFkzvuDx+rIdXTBeDSvvu3/vQ+UXBMRWRHtuSYiIiLnpGQyCcChtncu2iaY7CdrB5Z9j6xKrYiIiIiIyDIkEgkAkmnvom28lo21a+uy77F///5lXysiG9RMWcj19NqglFwTERGRc9LRo0cB2H7olkXbhBIncAw/qaw/7/531T0IQDy+vFVvIiIiIiIiQf/iE/aqK2KE3/T8ZfWb6xnEcRycJZSSFBGR+ZRcExERkXOWLz2Cx0ktej7jK8NwHdJ2MO++jel9xjl+/Djt7e0cO9Kx3DBFREREROQctKe165TnczkTd5m7/iTf+0/A9Oq19vZ2Vd0QEcmT9lwTERGRc1ZD748XPN5T83tMFW/BwKUkMEixf2JZ/e+uf5Cc4+HgwPkkUmnGx8cpKytbQcQiIiIiInK2O3HixKLnMrbJ8RM15BwDw80y9bdfXvZ9pl7xfswdLYQ++AYOHTrEnj17lt2XiGwQrru+SjG67lpHsGxauSYiIiLnnNHRUQAC6bkbgjvAaOlTiJW20bbpADubD9JQM465gk9MHjPH7vrpEpG9vb20t7cvvzMRERERETnrRaPRBY+nMxYneqtIH+kl+scfZPIVH8E5cGxF93IOdTL1ivcD0N7eTiwWW1F/IiLnCiXXRERE5JziOA79/f3zjicC9QxXP52huqsJeCZXlFBbyO76BykOTACQyWQK27mIiIiIiJwVZibjtTb3zjk+EQ3S2VtFKhMg+e/fL/h9ZxJsXV2nLkUpIiLTlFwTERGRc8qBAwcA2HngE7PHxkt209X8MqJFrVQW9ZBxikjbvoLfO+LtBuDw4cMF73sja29vp729neHh4bUORURERERkzZmGg99nA+A4cKynmt7BclwnQ9DpJvjGF1Pw2YCAcd9dwPS+0TJtcHBwdrwiclZwnPX32qC055qIiIicU1zXxcpOlzqJhTfT03gDHjtOTfkgVVX24616OTrYRlVRH1WR6dKRjgPDsRrGpioBg/ryHiLBiSXf13Ggf3QLoRO/I7HtYtrb2wn5Lba0thX2ATeYQ4cOzf5srsIXBCIiIiIiG8XIyPTYY9e26Ul5x7qrSKb8+DwxttV24fdmATiUrcT49AdIfPizuL2PT1ArKyH4xhfjaW3CjcWJ//W/Qyyx5HubbS2w+3wA4vE47e3t1NbWUllZWbgH3IA0AVBEFqNvMEREROScMbN3QeuRzwIQTPZNb+RruERKn5gtVVtnsrVlkJFYNYd6d3KwdxeH+vcwOe5l2+YhtjQP0zdSTUffDjL26ecqZWwfRzpb8A8co+Z/v0Hl//0HRiZFIm2f8zMgs9ns7M8lJSVrGImIiIiIyNoaGBiY8z4UTANgYM8m1gB2bBuhqmaU8EfeQviW91L0mQ9Q9Il3UHa+n11bOohUTlL0z3+B/1XPW9J9PU8/j/B7X0Xwv75F5IPvxdr32Gw8Mwk/EZH1ZHR0lLe97W00NzcTDAY5//zz+dKXvrSsvt7//vdjGAa//OUv87pOK9dERETknHHixIk57y0nzY7D/8rh1rdgGnM3DQ/4bNpaB7FzJqbpYBonV15x2NU2yv6DFYzEaqgvm7sfwskytsXR3q1EHvoFpY/9GoDijvsp7rif0ctuIHreM2lvb2fPnj2Fe9ANwnVdAKqG7mC4+iosSx9NRUREROTc1lQ3NPtzbWWU4nCKrt4KYO6+0bXlk1SXTpJzLDymPadKZNOmODnnKAd8l5P+z59DxmYxwddfi3XRhYS+8Fmsgel7hL/9DQAmP/wxBgYGyOVy1NTUFO4hN4hzfSKknKVcZ/q1Xiwjlng8zjXXXEN7eztvectbaGtr4zvf+Q6ve93rGBgY4AMf+MCS+/rNb37Dxz/+8bxjAK1cExERkXOMlY3RV301nXV/wEjZRZg4GLkspjn/A51pgs/rYHkW3tKg2BpmMlF+yvt1nmgg8sATibWTVdz9A0of+DkABw7sX87jbGj79u0DoHL0XgCSyeRahiMiIiIismZmPgun0l66esvp6q0gnvTh9eQwjIW/fDZN8Fr2gmMVj+ngyYwTfNcrFr9pUQjr8qdRdMs/zibWThb54HuB6dKIuVwu/4c6C1gk2ey5Y63DEJGT3HLLLTz00EN85Stf4VOf+hRveMMbuO2227jmmmv40Ic+RHd395L6mZiY4FWvehVer3dZcSi5JiIiIueEmVVSPn8St76BSGsp4xXnc7D1bbie5a2YqmuxgMVnWU3E/DiOh9JHf71om7IHfo4nMUku55xTG2WPjo4C0Nj9/dljfr9/rcIREREREVlTR48eBSAWtfEyiZdxunor6Oiqw2vGl9VnUUkGN5Fe9HzpR1+L9757MFOpRdvMJNgOHDhAe3v7vGogZ6uZcdkO7//gM5b3+xeR1fHVr36Vuro6Xv7yl88eM02Tv/iLvyCTyfDNb35zSf286U1vwnEc3vjGNy4rDtXeERERkXPCzCqpLVufWB1VWQoQW3afHYeLCIfjZG0LrzW31IrjwMBoExW/+dZp+2n6xk0ADD/9D5lqu2xdlYl8crJvpXE9ub/iqekvEUqjj3DgQGHuISIiIiKyEfm9KbbWPrHvWj0Ty+7LzplMxsqw99+z4HmzqZZcqJzgbT8/bV+RD74XJ1JK7D3vJxqNMjIyQmVl5bJjK5RMJsPhw4fnHFvJWCKXy3FgZlAC1JmPAGAwvWqvvb2d5uZmiouLl30PkTW3wctCTk5OcvDgQV7wghdgGMacc5deeikA995772n7+frXv863v/1tbrvtNu64Y3mrU7VyTURERM4ZvpM2AV+pTNYk5y0jPZDgSO92EpkgMD2I7TjWxKGuHQSP7yfcvfRyj1W3f5vSB34BTA/cHGd1P/Bms1kc54kVc4utmmvo+W/aDnxiNq7BwcFl3W+m/6LYUcrGHmLn430C1PXetqw+RUREREQ2upmSi621HQXrcyRaCT4/oeddSuTzfzFb595sbaL4yx8k/IHXEPzON5f85bA5OTG7im1gYGDVK264rksmkyGVSi06XplJrO2yfkSJMb0P9krGUTOJNR9TbPH8hnJPJwAew6bFcxcAXV1dy+pbRE4tGo3OeaXTC6+67e3txXVdNm3aNO9cSUkJxcXFHD9+/JT3On78OG9961t55zvfyXOe85xlx6yVayIiInLWmykJub2lryD99XUaTMQrKH30p5Q9+D8kGnbQed2f4HcmyFBMqOsxGpawYm0hZQ/8jLIHfsbxP/sn9u+fTszV19cTiUSwbbsgpROXOhCeaVcSOwTAzgOf4MDOP2d4eJjh4WECfj8NjY0Eg8FF+xgbG6Ov74nfu5lLs6nn+4u2n7mvVq+JiIiIyLni5NVShXCoo55cPEf4u/+K1dtD/LV/SvEn34JRUgyJNP7vfgffweXt+Rz54HvJbttO4lWvmx0vtLW1Yds2Pp8Pc6EN4PIwPj5Ob2/vktubZDEMl03W78i5D3HQft7sOKq4uJjm5uZFr3Vdl+PHj5NIJGaP7bJ+yJMWwwBgGU9UQNF4RaTwnpwsu+mmm7j55pvntZucnASgqKhowX5CoRDx+OKlXHO5HDfeeCObNm3i7//+75cfMEquiYiIyDlgpiRkoURjEWp/fAv+semkUaj3EBW3f4dMRT019/4E8xT7sC3V5s+9k3RFI30v/nP6+vrmJKiqq6uprKw87cDVdV2mpqYWnF1ZPng31f23zzl28CnvnZd4CyQH5rzfeeATZK1iupr/iBSR2b0hACyPh/KKCnw+Hz09PXOu89gJWjr/A1928tQP/rj29nZ27949r8yDiIiIiMjZJBqNAhDyF2ZfL8cB2w1Q8s8fnj0W/MZXST/z2Xj6+/G1P7Lie3iPHCbywfeSes51pJ/xbA4ePDh7LhAIUF5eTnl5+Wn7SafTOI4zZ0wxY0vTIKFgZvb9wHCEkbGSeeOVnd6fzv7sMXLs9v6QodwOxpwWYrG5EwsrKirwer34/f55Y6Qy8zj1nkcXjdX/pH3XlGCTDctxpl/rxeOxdHd3U1JSMnt4sYnFM5OnF+O67im/K/m7v/s7fve733HvvfeuePKykmsiIiJyVhsbGwOgtXnpsx9Px2clmdrxVPx3/3D2WPGRB+DIAwW7B4B/tIfNn3vn7Pu+G95FurqZoaEhhoaG5rQ9eWCXSCQ4duzYvP5KxtqpHLgLX2Ziwfu1PfwxMr4IiaIWpko243r9NJ347rx2XjvGtqOfB8AxPMSKtxEr3o6Bw2SyirRvev+F4uhhGnt/lO9j09jYSE9PD/v27WP79u34fL68+xARERER2QhOnDgBwJbq+Z/fl8M0wTANnFAI8/EVWWY2s6S91fIV+NUvCPzqF7PvJz/8MVKp1LzJgXV1dVRUVMy+7+7unl19MqM4nCTgz1BdGV1w5Vht1SS1VZNMRoM4rsFAX4gm78L7KlV7DlHtma6+kXFDJN0yRnLbSI4NM+X6SBMBFl+ldiq1tbUMDExPQFSCTaRwSkpK5iTXFjOz5+HJK05Plkgk2Lx584Ln7r33Xj7ykY/wnve8h8bGRkZGRub0NbOnZHl5+ZJW4Sq5JiIiIme1mUGd32cXrM9NrVk63KdRdu9/Y57BGV/1P/jUnPc5f4juP/wr3EB4wVKPTR3fIBTPL6noy0ziG3uEjOkjU9p02vammyMSPUQkeiiv+yykru/n9Nc/F8MwaGtr4+DBgxw+fHjJm4bP/A604k1ERERENpIt1UcK2l8kOEzsZX9M+CtfKGi/p73v43uyAbiGgRsIEHv/zfT399Pf3z+v/Z4d3fnfo2S6PONgnx+T04/xfEYCn5EgYhZmsuXAwAB79uyZHXvkk2CbuUYJOZHla2lpwTCMedVyYLpk5NTU1IL7sQH87Gc/w7ZtPvaxj/Gxj31s3vkXv/jFwPSebC0tLaeNRck1EREROeu1NAycvlEevJaDZcdJbtpFuGt1N/I+FU86gZWeoqz3fyiPTW/mnQjV4U+P4cktvPnvUk1V76Zi+MFChLlkpZPt9Nc/l+7u6UH27t272bdv32zJlra2Nixr4Y+vJycXTy4DWl5eTn19/SpGLSIiIiKyPB0dHQCE/MnTtMxPXV2UifjCKzfOFMN1cdNpjEyKnbuHMU1wHINE0ktROHP6Dk7DNbwEzMKU0lyqNusnHLSvp729HY/Hg8c0yWSzp02aua47Z4xy8tiltbW1IPtqiyyZ406/1os8YykuLmbnzp3cf//9887de+/0atbLL798wWtf9apXceWVV847/rWvfY2vf/3rfPzjH+eCCy6gtrZ2SbEouSYiIiJnrSNHpmeAFoVWlmhaiNefI1PRsKbJNQAME8cKzr4NJebPCF0eE8gVqK+l23ngEySCDXS1vHzeXnkzezmYhkFJJEJlZeXsP2OAipG7qRy+l6miFnobnw+Gh7GxsSdKg2rgKiIiIiLrSDpd+HEKPF4acj1UcvD6wDBwHBPTdDBNtyCJtbXiMWx2e39IR/Y5ZHJF5HJzx0szSTOv10tlZSXBYHBOuf5d1g/JugGGnF1MOg1gmLMJ1nA4PLsiR0RO7cYbb+QDH/gA3/rWt3j5y18OgOM4fOITn8Dv988ee7ItW7awZcuWecfvvPNOAC644AKuvvrqJceh5JqIiIictVKp1Kr1HSg1SdSu7WxQgOqffo6BP3gbleMr35j8ZKHRDuJFmymNHjx94wILJXvZeeATAEzPYTMxcHAx6Gh9IzkrzMTEBBMTEwAYToa2Q/8CwKEdb8UxLJpbtsyWkuzr62NsbIyRkREaGhrO+POIiIiIiCxmd+Njq9KvQQ67vhGrb37ptDPFTKfwHOlguKKWurrCrs7DzWE7FpZZuPL/S9Xq/dXsz45rYOBiGBBzqjmRu4xsNjunDGa1uZ8qTwdxp4xO+yosN8GuPXswTRPXdTlw4ADxeJxMJqPJgCJL8M53vpNvfOMbvOY1r+HBBx9k+/btfPvb3+ZXv/oV//AP/zC78uzRRx/l0UcfZe/evezdu7fgcSi5JiIiIme17S2FGUxmMh6ytkX48VVwNVUJDtY045gWpnPmB3QzrOgwGJ6C9+t1EiSsmoL3m6/peZvO4z+7bO/49KJtU74yXDzUNzTN2aOtvr6e0tJSRkZGcF1Xs0FFREREZM2Nj48DUKiPptFkMSFfHMsz/dm5qnqY4RteRNG//0thbrBMxmQU12wCCptcM10bmwAWUwXtN+84jCdK2hWbQ+w2f7ho26RbBri07b109phhGOzatYve3l7S6bSSa7L6XAfO4N7xp+XmH0swGOTXv/41H/jAB/ja175GLBZjx44dfO1rX+OVr3zlbLtbb72VD33oQ9x0001KromIiIgsVTQaBcDnLUxpw+5jAZKeSgw7TWXJMEXlHlzDxPEHMZOxgtxjOZLN52HmCjwLFPDksuQ8oYL3u5r6G36fSGkF5eXl884Fg0FCoRADAwPU1NRgmuYaRCgiIiIiMq23t7eg/Z0YbgbXwcwm2dbSTWrKi2t5C3qP5XA2NRIKFL4UpIFLhjCBNU6uLZXjwHCujW2t2xc8X1NTQ3d3N6ZpUlRUdIajE9l4qqqq+PznP8/nP//5RdvcfPPN3Hzzzafta6ntnkzfKoiIiMhZ6cSJEwAMjxcTT/rIZDzEEz6SqfwGmI4Dx/b7SLlFVP/0szR+62+Z6LfoPuin+udfwFrDxJoDjF/2Asr6bi9430UTB8l6Swre72qZCjWR8ZVR39i44HnDMKioqMDn83Ho0CEmJyfPcIQiIiIiInP5PVEm4hFSGT/prJdYsgg7l9/XtYl0gMMdtRhTMYr/9oP4fvxjOjoamDqaJfyZf12lyJcmV1aOU1lFSXHhJwP6/WkS7vxJdetVl3MZYSNOIBBY8LxlWWzatInx8XEOHTqEba9ddRQRWRqtXBMREZGzVtgYZGIYhtwwLhYGNi4eXNcCXEw3hd/KUtdoEw4uPJuy67CXTNpP4w/+HisxnZBp/Pb/O4NPsbBk7VaGr3kVvuwY5bGOgvefCtdj2fGC97taYiXbCXjsU65Im0mwRSIRurq6CAQCKrsiIiIiImfcsWPHAHB+u4/+hjrconIwTYxkEqekCqzpPYc9ZopAIE1D1cRsuceTOQ4c723C+8C9FP3qF5i2jf+Rh/A/8tCZfqS5cQHpq68je+ll1NSMsBpFI7JpkxJftPAdrwLHgbQbYev2807ZbibBNjk5SX9/P42NjSppL4XnrLOykOspljwpuSYiIiJnnUOHDgHQYt2zaBvbsUhSTsIt4/iJJlzXg+Fm8Hsdtm6ZYHLSZKCvHBeTTf/5V5hr/IEvUd/KxCW/j11SiWuaGK5NVedPKE12r8r9cp4gppNdlb4LZbz0PEaqrsBwbRzTonXHxUu6zrIsmpqa6OnpoaKiAr/fTzabxe/34/WufekcERERETm7JRIJAII/Xnx/LqesDHtTM8kdOzi0YweG6YBpUBYeo65qguPHIiSowXP8GMFf/ORMhb5wrED62ddi79mDGwpjmAZeI86OXWNYq/Tts+uaeCh8uclCOm5fhu0GyeEjRBKfz7ek6yKRCDBdjaWuro5cLodt23P2lRaRtafkmoiIiJx1stnTJ4Us06aYIYoZosZzCNuxGHLaGM81cfBYCMf1UPPzfycwcAyTtU2sxbZfwtgVf0B1//9S0ncQk9UvEeLJJXHM9ZdocjDpaXoRyWAtAE1b2jAMg3A4nFc/Xq+X5uZmDh48SFFREY7jEIlEKCsrW42wRUREREQAcB6ftFf8wfefsp05Po5vfBzfow8DkKuoIP76NzDuqWOytwrb9FD8kQ+u+SRAgMTr3oinroTmrTbBwPiqrFR7MoMcOdbfeCXhROjOXYLrmlhOgsbW87Esa8mJtRmRSASfz0dHRwcVFRVMTk6yfft2rWQTWUeUXBMREZGziuu6AOyyFp8FuhDLtCmji/FsDZv99zFhb2L4hW+guOdByn/yrdUIdUlGn/YCpnY+jZZDX8Jnn8HNuh2btLcCh/WzSe9Q1dMYL3sqPsumbeeFpywBuRTJZBLDMGhqaiIajS4pKSsiIiIishL79+8HwHh83LJUntFRrIE+StoMigNT9CfaSH34g/g+8yWsnhOrEeppOcEQ8df9Gb6IybbzEmf03jnDy1iuhVKz74ze91SOZq8iTQl1VXWU19SsqC/HcRgZGaGoqIja2lrS6TSO4+DxeAoUrZyzHHf6tV6sp1jytF6+KxEREREpiH379gGw334hGTeY17VBM4Zr+giYcWp9B2m1/pdE4x7Gn/H81Qj1lKK7rqD7j/+G1LZdbDvw6TOaWHMw6d/yfDAMOna8jYM73oEDa7p+b6TiEibKLsQxfbTsuGjFibWuri56enpoaGgAIBgMEovFGB4enp1NLCIiIiKyWqIfyX8fZ0/7PmKpcop8MVpL76cu1EHyDW/ACRetQoSLcyyLxB+8hKl3/QWlmxy27T2z5RnHJ1wynjBJt5J9medxwr54Tbdtsh2LHvsCUpQTMJ0VJ9Zs2+bQoUNks9nZ8UpZWRknTpwgFosVImQRKQCtXBMREZGzVof9HHZ7f7yktgknQp+9E8PJzR6zzAxbrDvp2PFsfCe6cA0PgYFjDL7yPQTGuqj4ry+uStzxxjbGLr2e2t7biEwcXJV7LMTBYqjmqURrLqFk/AA1vbeRDtTQ2fpKDre9A8N1KBt7GNcwKZncTzA9fEbimgo1MVx1BWFjik1tF2IVYOOGRCJBa2vrbF8zZSKj0SidnZ20tLSsOIEnIiIiInKy48ePL/va9NMuJ3vVVQStydljxb4xyu1uJt/7Lrxf/U+m6zEaZF79x/j//XNYfT0FiHq+xKteh6+lhKbmSYKBM5fVSqUtenq8JOwIoZqDmL4Yuc4GYmzikPP7eIwM5eZxbHxUGwfOSHlKxzHpcy4g7lRSXV5KZV39ivu0bRvTNNmyZcvssZKSEkKhEKOjo8TjcWpra1d8HxFZGSXXRERE5KzR3t4+5/0ua2mJNYBu+3z8RoqW4K/nHLfMDI3Wgwxd+yLAZcwNUW50Ml6+jeyf/Q3Vn/vIiksBOJgkm3fh+ENMXng1drAEPDDc8Ez8yWEC6dEV3mFh8XAjfVteiGt4wAUDF39ygE1Hv0MoOQBAMDXIzsc+AYBthejefAO2p4hUsJbmrm+vSlwnG664lNHKS6mvrl3xDFCATCZDNpvFMAwymcycRJ1hGEQiERKJBOPj45SVlSnBJiIiIiIFE4/Hl31t+rm/T2PJQSL+kTnHa0Jd5FwviT/5I1wMXNek3N/NyJvehO93/4f/h79cadg44SKy27bjlpeTufQy8HlJYzI4kqGpfmzVklg9vT7GYmUws82Y4eANj1FU9gCmOZ3UM7f04qUXgOxoCeMTVWQ9lRRZQxSxOuOoGY4DR3LPwnRybN+1tyCTAFOp1GwJyCezLIuamhqOHj1KIpEgFAqt+H5yDnIc1nSp55Otp1jypOSaiIiInHV2e/Pbbw2gwdpHV/oCLL8971yxZ4hiz9CcY5XOYY7ZTyd2wTOIPPSbJd/HDoSZuOg60rUtZEuqMXMZXNODlY1jOFlKHvwFkWMPATC+5SJ6L3sRW/d/Pu/nmZGxikgHayiOHZ173FtCz9aXUn/iJ5REO5bUl2Un2NzxTfrrriJdtGnZMS2VA4xWXUrrjj15bwD+ZOl0mv7+fhKJBF6vl0gksuhgtLKykmg0SldXF6FQiJoCJPVERERE5Nw2NTVd5r34b943myvKh9XTRXyrj4h//rn68JF5x8r8A3Rc/Cy8P/k1pj1/jLMYu2Uz6cufjlNTgxsIgOtimGC5U5jYbOM2fNkkThYOZ36P8XCYirLlJw2n4j4syyHwpHFY1wk/k5liihofxbSWVnbSWxGFiijOsTAuq7832Yi7HcM12LrnshVPyhsfH2doaAjXdbEsa7Yc5ELq6uoYGxtjeHiYiooKiorObFlQEZmm5JqIiIicFUZHp2clLiexBlBkjuKaS/9oZJrQaD3A8ac+j0BXB/6xhTfSdnhik9uJ857B5MXPJTDUQdkjvyLYfQDH8mJlkgteGzn2AJNXvTjPJ3nCcN0VjFU9FVyHqr47KB+dTtqlAlV0bb+R2p5fLDmxdrJQfJBkyZZTtnGAgbpryPrKMZ00rmFhuDblI78jnFxaeZreTTdgOYkVJ9Ycx+HYsWNUVFTQ1NR02oGv1+uloqKCSCRCf38/XV1dVFdXEwzmt4efiIiIiMiMzs5OgGUl1gC8v72LWMP1ULLwuOPJLNMm4hsg/sH34b/5o5iLrA6ZGa84QOL1b4TqSko5TLHxIH5nHNNwMN3515pAxD5CbGr3spJrjgPHuqrIJB3w+Ghr7Z9dAXfsmJcpu4Si+kcwrdypO1qA6aZxTlNfJOWEGXDOA8Agh4sHL0lqzH1Y5umTkbZjMepso37T5hUn1qLRKAMDAzQ2NlJcXHza9qFQiFAoxNTUFMPDw8RiMaqrq/F4Vj+hKCJPUHJNREREzgr9/f0run7CqZ+z39pSBMw4jdaD9L7kHZiGjW+oi/D9dxDuOcDUlguYvObF5FwfGGC4Nk7WoPE7fzsnmWZmFh+4mYCLiYOJSX6lEpLBOsaqLqb5P24iVd3M8HNeiTczzmDTc3A8RTR0/Yji2LG8+pwxuOka6nr/5zT3byRW0kpNz/+Rs0IYTpqs4aen6QZqBv6P0sl9p7y+s+XlZHyl7DjvqcuK8WTxeBzLsqiurs7rOsuy2LRpExMTE3R1ddHW1rbiWERERETk3OO6LgChL62gIsVVzyDojeZ1TX34CL3udqIf+gheJ4p7/z78t98BySTpa64md/nl4AKGi5vJ4c8Os8X978eDPn3/PguSueUllk70VmCM97LTvJfDxnPoGyzDZ8UYHC3D9eQoanxwWeUm7XSYnFVEMQOnbNeXewpZfxYzlMB1PRimTXrcRyx3Na38Dx5z8fFXyimiM3cFRUxRWlqaf5BPMjIyQk1NzZISaycrKioiHA5z7NgxxsbGqKqqWnEscg5w3PVVitFZwn9s1ikl10RERGTDy2azAGy3frHsPjJOEIMcjkNeg7hizxBtnv8h7pQTq6lh8vqXM+oGsIwkVeZhSq1eHAcOZ6+h8tffWHSV2mL83Q/SsfftBJKDNBz9HrHSnWR9JVQP3HHK6waarqH4dz/HtDOE+joIdD5I7+YbCCYHaTr2pRXtE+caXuJFTRTHjy7aJuuL4MklKJ2Ym0Qrix3m2I7XMl5xARXD91ISm79ybqjqSrK+Enaef+kKonxCLBYjHA4v+/qJiQm2b99ekFhERERE5Nyzb9/0Z2Lr+OKfn0/HLSrC5xnM+7qGosPUOUeYzFYRv7KV+NMuwXFNwtY41cEHCVhJMjkvRyafxpbsnXn1XZY7ynCslQOHa6koj1NZHqNvsJRISZLicHrR62zbJJHwscO8F4At7h0cG7iM8WAdgeoDeEOTeT/nDDcbxMUgTiXFjCzazsGLp3gEb3jsiYPFkDmR5UjuGvzOJA3mg3jNuSUpHQe6cpdRVlJKbdPFy47zZOl0etlJumw2i9/vV2JNZA0ouSYiIiIb3qFDhwDwGqll91FtHWXSqeJw8jLawnfnfX3YHCNsjgEH5p2bTtYZFPXsz7vf+v/9Dg7fYfCZL+XonjdhOBlwbGLlO3FNE082QfOhrz1RerJ0N8Obng2ZKHX7bp/tp+aOH2Df/0t6/vCvyFlhTHt5+yKc2PwCwGai7HxqB/9v3nnbDDBUcxWxkjaaO74x77wvM8nmQ18lGaplsOHZjFRdTsuxr2JbxQzVXEUy1IRrwNadFy4rvoVks9llb/Y9Pj5OIBBYcakXERERETm3WQfnjxPyEfrspxl/x7vxmDbVRWOnv+AkpulQ5h+kzL9wci7rBPB68h9LmTi05X6KnfBxJP0cRkbr8Cb7iEbr8Ply2LaH8rI41ZUxYDox1d1XTjzuJxJ9ANM73Y9Fhu3Gb+jN7GJsbBve0KN5xzLdv4kzVI1rGow62yg25yfX4k45A7k9uHYOX3j+79HXNIidTJGeCHAk/WzKPceo8Rxm0qllNLeVNCUEnSi1TZcsK8bFLGe84bouAwMDVFZWFjQWEVkaJddERERkQ7Mf35y72fPbFffV6ruHA+lnM5TeRLW/e8X9FYoJ1P36v4D/Aqb3Q4hvuQj/cCeDV7+cI3vfiS89RtZbhItL/a2fwjc1Oq8fKzWFJzNBvKhl3oqypUqGm2jq+h7ezPjc44EaPHac41tfQzB2jK37P4vlLDxA92fG8WfGKZ04QNeWF3J4x9txDQ+RgMHmph34/Qvs0r4Ctm3j9Xrzvi6dTjM5OUlzc3NB4xERERGRc0d7ezsAof/46or6MaemCP/bvzLy9ndQGbpnWSUTF+O4FsZS6kAuwiJDW+5n8HiRjkwyRDJdQdAZ4aj9+4yNh/EHbJIJL1a8lx3mXbOJtZM1OPsZy+1adhw4Fq4nwDbP/2HxRMUQx4EkFaTcYobsHVjFXfgq54+XZp8nOIkVnMRxhpno3M1objumm6amcRulpaXrZuLdyMgI4XB42RMJ5RzluOurFON6iiVPSq6JiIjIhnbw4EEAiszhvK5zHJiilsHsZjIUAQYeUrhYTGZrCppccxwTjOVuXT6fCRQfewCATd+/BQeYbL2USDJKuOfUM2Jdw8Dx+JZ9b29mnESokYrUE7NeM1YxnS2vwMCmdPheageWvvKv+dgPGS/fy0j9FWxqvWzZcZ2KZVlkMpnTNzyJ67r09PSwadMmjAL+sxMRERGRc4+n83je1zjBENkLLyZ78YUQDIJtY0SjuKZFxgkRMBMFi2/KLieQWzzZlC8fCXzOdHw709/DTvsYim+jkSNY5uk+lxt5l+qfYVoZHNfEZ84txd/nXEDUqcdwbQKb2jGtpY0NTNMhsOUxot3n01C/oyD7qy3GcZy8knaJRIJ4PK6JgCJrSMk1ERER2bByuRwAjZ77T9s25YTpzF6Eg5eAGSPplGPkUpR7T1DufQgTiLvlABQbQwWNM+rWzZk5WWgmUNZx75xjdmB6M2wrFWPkKc8h07gZz/gQjhlgsP5qPHaSyOTBvO6TCNaTDjQw7K8hEd7Epu4fAHCi5WUURQ+wqesneceesYoZrb4U0xfKe0C5VBUVFfT19VFdXb3ka3K5HK7rMjU1RXl5ecFjEhEREZGz38yqtfAXP3vatukLLyZ7zTWYo6PguuQaGvB6JmksGSRoRbEdH6lcET7zEQJW4RJrAPFsGVXphwra58ksMtTzRIl8B7AJYWIDDie8lxK0x4h56zBdl3j3pRQ337tof4vJHm3GsXwcyP4ejZ4HKDaHyDkmUacef+QxrLL8xmSOA04mjOEEyaaXvwXB6QQCAcbGxvIq72jbNtlslmw2i8+3/MmTIrJ8Sq6JiIjIhnXgwPQqrYjZt2ibtBNizG1h1G6hytxPyEqQciPUeQ8RNGNz2kYYKHiMSaeYjBsk4xYVvO/FOJaPE390M4abBVy82SjBqV4yDVuoGryXaNkOgonFf2eL8aVHKOu7neqR++jY8zacx4/nPKG8E2sZbwkntv0ROY8fMHFsD13H9rN5256841qM4zgMDQ0xNTWF6+ZXasKyLMrLy+nr6yMUChEIBAoWl4iIiIicO063ai1z3vnYF16Is7mBlrIDJKoiAJT578M0ndl2lmkXPKnmOBDNVmFiMxLaS2TqzJTG7/FcRNTXCji4uFihUeLZFixfEo8xQi7nWVa/RsUQ/tw4jjfMyMQ2is0hRt1teJ3hvBNrqckaMhObpsdUBgwOj1BWUYllFe7r9HQ6zeDgIMlkknA4nNe1RUVFDA4Ocvz4cbZv365qG7J0jjP9Wi/WUyx5UnJNRERENqSZVWtNnnsWbeM4Jp25y7EJs8n8NRH/dDKtmPkbW6+GCbuBfuc8/G6UkrHHzsg9AbAzGG6WtvZ/wmF6ZdvJyseWNyvVcjLUjkz/voPxY3TseBueXAqPM5V3X8M1lxMoq6O5ZSsAExMTFBUVNgE5OjpKNBqltrZ2yX07jkM8Hqe/vx+A5uZmBgcHaWpq0oBVRERERJZsKavW7JbNpF72ckw3zY6yuzFNCFrxMxUix6cuwnUNDBxq4ksv7b5SAWecqDVFuK69oHvHWaVJIInjTJEdKeeA+1zAwFvdmXdfmYlNtG3fg8/nw7ZtpqamCppYA+js7CQSibB582aCweCSrrFtm7GxMUZGRiguLsbr9TIxMUFZWVlBYxOR01NyTURERDakmVVrxebgvHOOAx32VeQI4HEylPMokVBsXrvVYjs+xnItjDmbqbrtq4R79p/+ogKZqtnC6HWvpSh2DJifWCuUpuP/DcBE6U6KovnvIeHLTBJLjALTybXV2L9gfHycuro6iouLF22TyWSIxWIEAgGGhoZIJpNYlkVNTQ2RyPSs4XQ6zcjICFVVVQWPUURERETOXmbPwivBslu2kn7+C3AjpYTNXqqLBgqaZDqdqUyEiUwdWcdPW/y7Z+7GwAnPBUR9rQQrDqzaM5umg3/LPhzbIpcqxVu0jMmVhjNb/cKyrIKPVzKZDI7jUFtbe8p20WgU13VxXZeBgelKK36/n23btuHz+XBdl+PHjxMKhfD7/QWNUUROTck1ERER2XDS6TQAzZ67Fjzv4MWmBBcPDh6ybvi0m2JnnCBZpkv/BRlf0UDvqH0Vvqkhqn7zOUKDx5bf0TKMXvdaqnv/l9KJA2fkfsu9T7y4mZKyhgJH8wTHccjlcqdMrMH0bFGPx4PjOBQVFdHc3Dxv37eZPds6OzupqKg4bZ8iIiIicm6bWbVW9Nl/W/C8U1+PU1EFrksqXULSO0ToNN/SxjKleM00LuaKVrel7CDd8fMoyXXRmr592f0sh4NJ1LedcMMDmJa96vczLRtzOYk1ANezqsmqsbGx01bXyOVydHd3EwgEcF2XhoaGeWMRwzBoaGigr68Pr9dLbW1twVfYyVnGcadf68V6iiVP+jdNRERENpyOjg4AisyFB0qWmWW3b3oPMNvx0mlfzMHkM2gL/mbRpFlH8nIME8DBdUx2Bv9vzh4HS+E4MOZsxnF91H7nX/K6dqViNVsZu+7VwPITXmfKwfPeDW6OzTV1axrHTAKupaXllJuAzwxYBwcHSaVSSq6JiIiIyGl5H3xg0XP+O+/Af+cdANgtWxh8+ctJZfpoKOtfsL3teDgxuQczHsP1egkGR9lcnn/1iEzOx1ByCz4zQUPi3ryvX4nj3kuIe5owgiNnJLG2XJloDenxzVisbuUTx3HmTep7skQigcfjYevWrads5/f7aW5u5ujRozgbeP8qkY1GyTURERHZUPr6+gDYYv16Se0tM8s23910pJ/GweQz2Ra8F585fzNrrxujxDNGrXWYE9m9HEpcyubQo/hILjnJNpDbw5RTReWvv7Hk5ymEqZotjD739TQe/x7heM8ZvXe+hmquAFx2771oVe9jmiaGYZBMJufsX+A4DkNDQ4yPj+O6LmVlZadMrM2Ympoim83S0LB6q+1EREREZOObWbUW/P5/Lam91XmM8Kc+yeSf/yWZsSDNpcfmTQg0yWE4NqFPfRIch/hfvo8R/wRF/jQBK7Gk+zgOHItdRNgeZFP6jryeaaWOeK8i6S+nqP7BvCcwnkmOA5lYDZaRYOfuK1b1XuXl5XR2ds47bts2XV1dZDIZYHoP6NNxXZf+/n5qa2uXNLYRkcJQck1EREQ2lLGxMQCCxmRe12313sOYu5nD6adTbz5EuX9ozvmm0H6Opi+j1jpMk/dR9jnXcjTzdHBddgd/fsq+M46PbvsSbAI0fv1DmHYmv4daobGrX07lwG/XdWItGahisOE5pIK1bNnWdkbuWVZWxtDQEA0NDUSjUaampojH4wQCAVpbW5dcLiWTyTA8PExzczOGYaxy1CIiIiKyUQ0OTu8HHfh+fvuYmakU4X/4OKmXv5xDLRfTWvEwlvnE6i7TBL93lPTzX0Dw+7cS+K//YvDGVzKYtAiZPWwuP3Up+sl0Jf3J7YSNYTal78z/wVbAAVJWPUX1957RfeXylYnWkJpowIvL9rYLV/1+gUAAwzBIpVLA9N5qsViMdDpNZWUl1dXVS+5rbGwMn8+nChuyNI4z/Vov1lMseVJyTURERDaMmVmgu70/zPta04RKjlNkDHM0ewXjU8NsDj08ey5gToGTI+FECJmT7Pb/Dx2Zq8iY5Yynyynzj83rM5aroi93Pi4eig/eSflvf7yi51uO/qe/CNcTpHji4Bm/91KNl+5msPFqKipr2Fxbf9ryJ4VSUVHBwYMHOXLkCD6fj3A4nPdsTtd16e3tpaGh4YzFLSIiIiIb0/DwMAC+B3+X97VmOkXoK18mfeVVHH7O1VSHD1IZHp/dO7q59DiHd10A378V79EOPB+5mamb/46E24DjzF/tBtAbbyWWrcI0cjTFf0WI8ZU+Yt4O+F8Avol1nViL9u7Gk7XYumUn4XD4jN03GAxy5MgRvF4vgUCAiooKSkpK8hp3JJNJ4vE4mzZtWsVIRWQhSq6JiIjIhjA+Pj0QLDH6VtRPwJxip/cXdJoXsz99HRgWJe4xmoIHMN0kKTdCiEkSTimu6wAZRuwtCybXJpxNWJkJ6r/xDyuKaSWym3ZQOXAXPnt19wRYifGqC6mua6KqquqM3teyLLxeL01NTXNKQ+bLMAxyuVwBIxMRERGRs83MRMCSv3nfivrx33kHno4jDP/xyxkq2o7r9dMauReflebkDFX26c/AM9BDrqaBtBMmaMbn9RXN1LAp9WuKnKF5584Ux/RTVPPomt3/dBwHDLuI3eedf8bvXVtbSyKRYMeOHcvuwzAMXNfFdV1V2RA5w5RcExERkQ2ht7cXgE3W/SvuyzRhizk9m9R2fBzKPpv98UpcT5BSY7q04vHsJVSZhyny7ifgW7gEZanZTa/3QoaveQUVt/0HazEZs+YnX6LvhnfjTY1THO9cgwhOz/YW4V2jmaper3fevmv5MAyDxsZGenp6qK2tJRAIFDhCEREREdnoJienxwve++4pSH/WYD9Fn/pHADJPuZAjL3whBlmsY0cAcIpLyDzzmTSUdBD09Ewn3hbg98QZtvaQsY9T7hwvSGz5KskeJ9ZzMeHG363P1WuOBa6D4zhnvFKFZVm4rruiPmZWvHV3d9PU1KQEm5yeu87KQrrrKJY8KbkmIiIi695KykGejmVmaPP+D1PUUMzgSRtsm1R6e0654XbIGMVnxIg1XAB7eqhq/828NpniCk78wdvIGSFMAwLD+yl/5D5wcninxjCTMaxsatnx+ycGcQ0v6VD1uk2uNR7/ASfMlxEIF69acsq2bdLpNNlslkwmQyqVIplMAhCJRFbUt2VZNDQ00Nvbq33XRERERGSe7u5uAIL//YOC9+17+EHM3m4IF2F1TifIXK8Xw8kS8Y+c8tpyfzejNNHvuZSSZC8W8/eGHjA2Mxq8EDABh/r47bhWCYHcGCY2PmIrmkRY7Iwx5W6f7X+9MS0bIzTOgf33sXPXJauWYMtkMrPjlXQ6PTteWelYBaCoqIh0Os3Y2BgVFRUFiFZElkLJNREREVnXnMdnVAWN1dsfwGM6ROg/6Z7gYpwysTZz3Rbfb3k0dS2TF7+AyYufi+s6hE+0E2/ahYsf0zD5wfEYv+wZJGDCJ684j8Fr9gIQzWTwezxYJjT+5N/wj/dh2vMHvKfiYILrMlJzBYmiTZSNPEhxbG1mpS4mlOyn/sRPOYpBdU0dVTV1BevbcRyOHz9OJpPBsiw8Hg+WZREIBKiuri5YMs/r9WKaJo7j4PF4CtKniIiIiGx8hSoHeSrW8DA8vp8bgL2jDY/n9BP0Sv0jhL2THJ64nEPBG8Bw8eZGyJk+HCMAbgDXcJgs6cAxkwRSdfS5VwMGrmEznQwzMEizNfEbAixc0eNUkoRxcZnqvhBv0Sj+SDemZefdz2oqqj7C1EAb+/fdz7bW8ws6ITCZTNLZ2Ylpmng8HjweD16vl0gkQlNTU8HGFmVlZXR3dyu5JnIGKbkmIiIi69r+/fsBaPIUpsTK6TiOScytwnAWLq2yUPsyc5gJp4EvH5jiabUBkqFd3PVYgu54lIT9RIIu5cDN9w8ynsoRsEymHj/3b1fV03f92wCXzV/587xmhpo4bPnKe3BMi9ELrqNvz/OIjD5Cbf/tefSy+kqiHXiP/Ac9zktwnBw1dY0F6XdwcBDTNNm5c2dB+jsV13XPeKkYEREREVm/EonEGb+nEy7C3r2bqvD8PaEXksmFMI0UWdckVnKU4qkWUr4xbO8wOU+ckwcfqUA/Gd8ojukANpjgT1YQTrRwNHg9PreH1lR+44wG5zEako8x6ZQxnt1BbOoCwnXteHzJvPpZbUW1B0lP1tLRcYDdu88v2Of+EydO0NjYSHFxcUH6W4wmAcpSzezRt16sp1jypeSaiIiIrHsmWSwjvxVdyxF3yjiefRqGm8PweBm2t1FuHsNzihVsMbeaKarxeCbZU+Hn39onTnmP4VQOYDaxBvDp9lGe31JMY9H0YChZswXvWF9e5SJNx6bqgZ9Q8chtdN74UcpGH8OfWb3VfssRTA1TPH6IdGlVwfqMx+PU1NQUrL9T0SbhIiIiInKywcFBAAK3/tcZuV/qub9H9tKn4ZoeotkYHtOm1D90ymsGktsIMIVDKY6ZZbL0wOKNTXDMueOutH8cx7QpmtqKP5vAwSRuVlPsDOQVe8QcJ2Lfw5A9xGD/RZQ0r3wv7ULzRwZITxRmEuAMx3FWPbEGkM1m8Xq9q34fEXmCkmsiIiKybnV2dgKw0/vTM3K/vmwbRZWDFJUPkBgpYzzWTNKO0OR7YNFrJp0GAv5xAlVDtCV3LOu+7eNpjkym+cQV9XS8+uOkbJewlWbbVz+YVz+xuh2MXPsaimJH8K6zxNqMrK+IUKhkxf3Ytk00GiWbzZ6x1WQ+n49UKrVq+8aJiIiIyMYSj8cB8D20+HihkLJPvYS24C8B6HPOoy+xg4BnioC18Ao6xzHJ5AJste7hmH0B/nQ56eCpk3HzmA5Z/yTp7BAxtnLA2IILNKTuo8zpzKurw75nkPZUEahYX2Xsn6wQ44tkMsnU1FQBolkav99PMpnUhECRM0jJNREREVm3ztRgJOrUMGy3kKaMotAhAEKV46SiDZR5uhe97ljmcnJGgEj9dOlKv7X8QVjKgbfe0cdTqwK8ckcZphFi4Jo/ofa2Ly25j/j2vVh2gobOH69o0/HVZLgudnZ5qxBt22Z4eJjJyem9Hvx+P2VlZYTD4UKGuKjy8nLGxsaor68/I/cTERERkfVrpiRk8d/dvKr3cYDMc64lt6MV08zO7gtdyRGmnDp85sKJtZQdojN2AaWebnxmijCTxHPLn+SWKOohEeyhOLEFb6aMYe9eXNuiPHdkyX1kzAp8kT58RSPLjmM9SyaTDA4OkkgksCwLv99PQ0PDGbm3aZoEAgGSySShUOiM3FM2KMeZfq0X6ymWPCm5JiIiIuvSzF5rrpujPX09m72/JWxOr8ZyHBhyWhnNtWCQo9Y6RqnRCUCaEtIUkXGLSTtBDMOh2ByimAEWm4B4InsR/uIpKqvasU7aXNswHHrtp0BuOinkNeI0Wg/iM6fLNabcUso3tc/2u9L5gX+4tZgr64O0/PpfGd/9bOL1O3EwMZn/YdPBJFW7lVjLHjLNrbi+AJ6hbmwrRKxkC5Ho4RVGszqKJw4xMLqZ8orKRVeAOY5DR0cHjuPg9XoxDINMJoNhGIRCIbZs2YLP5zvDkUMgECCbzZLL5bSfgYiIiMg57tixYwBM/eV7MZIpQv/wsdkJbk4wROqlLyVX34BnaAjfz3+G1deL4/Ph1DeQq6zCrazCCQUxY1N4H7wfz+jogvdxWraQefpVVFidVHsennsOk8PRywEDE5si7xj14Q4AEtkIhpGjzrMPAL+RxXRXMAXPgdLobqzsJLU932Wi6qmMhHZRnlw4uWbjY9TYBJ4wI57NmKQoyXYRndxKoLRv+XGsNitFx8EH2Lr9gkVXsMViMbq7uzEMA7/fj23b5HI5TNOkrKyMpqamNdmruby8nMHBQSXXRM4QJddERERk3cnlcjiPz17aPfxFJsxajpf/HiZJDAxy+LFyUbbyf2QJ0WPvpc+zAzAw3Aymk8HPFH5jCtf10GvswPFcgEGWEnOYGs+h2QQZQKV5mLHYZmKJKsq29s8eL9u8H8cxMU0HxzGZGqyjJ3EhxWY/o7ntGIaDk/MCGRwHVrIP76awxVX1YVp//CFMHOru/TZHf/+vcQJBzFR8TttMSRW9f/BuDNchHOvCnx2neOQIyXAjobF2itdpYg0gEj2M2+PlGLBr78XAdDItlUph2zahUIiRkRG8Xi8tLS2zqxeLiorWZID6ZKWlpUxMTFBRUbHWoYiIiIjIGtm/bzphtePhj2PgcrztZcT/6m8w4lNgeXFDQcKJA9T3f53h0r1EX/9qklgYgEEa003jT43gz8ZJBupIXvZm3ByYE+NYv3sQ7/33YD4+HjI7j2EdOcLY5i2UhzrxMT2OCZhx2qyfAtPjlbQTojN7JVOZIYZSW8g4ITxGdjbmtOvFMXLLfuai+Ga86Qm2H/kGANZQlv6WF8xr5wB95i4mfHtxrSQebxKPbwTTdJhKlxMIH1t2DGdCUV07iYHdHD/yCFu3XwBMV9BIJBJ4PB6CwSC9vb00NjYSCARIJBJ4vV6CweCaj1d8Ph+u62LbNpalr/1FVpv+LRMREZF158CB6U22dw19DoBSZ4CSka+StKoZLroQxxtkK78CIMAUO41fMmdxl/Hknx+BHCSJMGi3ctjzDAzDxSRL0IxS4+mg1OzjSPZKoJ+TzZRdMU0H05Mj4wYYcXZQ0fIopvXETZ2cl6yz/Ozay7dHMJypOavUSo/dSe8L3k3tbV/APz4d18DTX0piy9MoGd9HXc9P55R/LJ04xebk64jhZDFwOHHiBFNTU5imiWmaeDwe0uk0pmmybds2TNOkpGTl+7MVUnFxMV1dXUquiYiIiJyjEokEjutSPH4Ag+nP/5sPfoeMt4SMr4S+rS+lof9nlMSnV3TVjd1H3dh9p+3XwSQW3srQtZcSv+5ajGgUI5vBerSdwA+/T/K632dgbzNN/kOz10zncqbHD34zATkYTG7DNDK0eX8+N26KcMwsy+KAN1NK2eDPZg+Fk724LvRYF1FrP4bFdOn3A4GX4RoGwep9WMHYnG78y7v7GWWa4LoGpjdIR0cHtm1jGAaWZeE4DrZtEw6HZ8cpa1FR41TKysoYHx+nqqpqrUOR9UplIQtGyTURERFZV9rb24EnEmszTBzC9gDBiZ/SUf2qZfUdZJIW43fg/I4UxdgEGMs2cMxzMS4WhufUA6NQ+TDZeBmR2o45iTUA05PDMg2KLJNNxV4OjacXKOY4X0PY4lU7ItSHPWz76admjztArLwBJxyh/w/eieO6mNkoDbfeQmrzhfMSaxtJf9Pv45o+PB4PbW1taz7DMx8bKVYRERERKSzXdWfLQTZ0/WjOOV82ii8bpXj0MeKhptnk2lKZOETiHUTiHThAMtBAzhNg6JmXkHjWlbimj2RuCji0aB9Vxn7G2Uyz8dt557xuGsP14cmGcI0cjpVeUlz+ZBWhZC0eZ4Cq2BOT+TJWhJzhJRHaSoe9DcNwiGT3EckeZKKoYV5ibaPIZfwYdglpoLa2itLS0rUOKS+WZZHLLX+FoogsnZJrIiIism7MJNZCmd5F20z4tuFhmTMuTxIgBsQoMofBfRiAg8YLT3mNaeUo27zw6jDTdPB5cnz0aVUYRppENsJ77xla/P4mvPfCSqqCXkqO/4aafb+akyzru/hFmLWbaWvqxmNOT+bqHyyl5w//ChcvqUANodRgnk+9thxgrOoSMKCtrW1DlipxHEcJNhEREZFz1L7Hy0G2PfyxBc87QLJsM2VjD6/oPiYQTk2PiUriRwGIBZsZrH/2Ka8rt3oop2fBczXeLpKpywmmSwGTlG+cRNHCbQG86TKK4psw3Bwtx79N8Eljj84dr6a6KklFZRLHgZxt0tW1m2zWhMxKd6NeG45tkRjejteTpq1tz1qHsyypVIpgMLjWYYicEzbeNxoiIiJyVjpx4sTsz66dWbBNzFvPUOmVbM7+clVi8LgZEoMRQjWTy7q+vvXR2Z/7j+zk0uog9w4lF24b9lIVNGj98QfnrUBzMEnW7WV7/QCex0+aJjTUTdDABPsPVZIJlG+Y5Fq0pJXxyqeQCtXjMTK07tizIRNrAJlMBr9/IxS0EREREZFCmpkIiOsSK9lGcXT+yrQTu1+NlY5SNvFQwe8fTA9jGyFsx4dlLjxeOpWwOcFu/08BcByTA5lrSTg9LFYOI5iupGLkYWqGfjPv3HDpXjyWQUXl9FjHNMH0OWxrHcXOmhw6XD67d/V65zgmmYkGMvFyyHkpDphsbn3KWoe1bOl0esOttpMzzHGnX+vFeoolT5p2KyIiImsuFosRjUYB8CWGSQab6Q5eNq+dPzcBMLu3QaE1278hEWsi1r2y/bQcB4JFk7xqRyn/dEUNf39pFU+vD81p0xnLYuBl4PwFVsuZJgYuPt/C5Ty2bp5gqOE5K4rxTBmsvYr+pucSar6Q7bvOZ8d5l627fQnykU6nlVwTEREROcfMJtYAgxz9Lc9lItQ4r10odoKcFV6VL1wtJ0HVyF10pJ9B0ileUV8OJrgu5ePnUz62l8jkdkw7MKdNwj/EWMVTsc35n33tQOmiYxXL6xD2TZEeb1pRjGfKVM9TMBOVtDTuZO95F27oxBpMTwbcyOMtkY1kY04ZFhERkbOGbdt0dXUB0HbfR7HNALGKnQxveiZ28iEsUrNtfU6C8snf0Vd8MZtzvy54LD4SbMv+hOPuNUwd9VK0dSCv6ycHy0nHNgHgetK41Y9heVMUZ0K8xLuLO/sSs/uwOUBnLMUlY915x+m17LyvWSuJ4hYamrcTiUTWOpSCSKVSs5uXi4iIiMjZr+PQ9B5nJdnjNCZvJ27WkPKUM9x6A6WP3DKnbfWJ/+PIeW3Eg42Ek4uXXFyuiomH8WUm6ay/nhb/3QTN/PY12595Oi4hDKAkMEFDZHoc1j9ZB/FmJiNP7Odm+ychnsVy5u/NZmYzuKeY72j5XdLOBlnT4Zhs333hWkdRMCpjL3Lm6N80ERERWTO2bXPw4EEAfPEBHEwsJ4VjeHCsIClv+bxrKtPtpMyy6dmWq8DCZrP9K9JuVV7XOY5JOtpArvIQufqHcGr2g/fxxKAvgWGk2RqZO4Mw6xhEa3bMOZYJlnL0999PReniA2X3pL+ud1lv0YYtAbmQVCqllWsiIiIi54hDhw6Rzk7v92wlRwAIOoOM+1pxHbDN+SuEynt/y1DllasWU3HiOMWxDsaz9XldF3fKgCC7ax9hV+0jbCrrmi7naEJdpB9PboHPuK6Jbc7dv2skch4TtZdRWxtd9F65LJie9T8h0HFMDAwcZ/2Xr1wK27bxeDxrHYasd46z/l4b1NnzTYeIiIhsKGNjY/T19QHQ1vkvdFc+j2N730hjx38x0vh0TDvJgP8StmV/MOc6k+nykOPGVircjoLH5QB9nosxmT9Dc8H2Dowe3Y1reHBDo+BLLNzQN8qrd9Twy54ExV6ToGWwNeIlXboTx/QRj9QxtudZZEtbqKucoKIsvug9PSY4hpeMVYTPnlrGU67cePn5jFVdSNPR7+C1F4+1rvt/6DJ9lJQEaGzZfQYjXB2u62omqIiIiMg5YKYUpGnk2F5/hENciCeaImnW4XqDOI6fZLiB4tjxOdeVjj3CSOMzcVidVQ0pXzlT4RYqObyk9qPpSgaMizENh01lxxdsM/3xNkdoahM5M4PperByIcDlWNvr2L7/Fvoank6iZDt4i9jSPIrPv/gX4oFQjqloBH9Z/s9XKLGBHRhmjqLq+XvjzTBNByM0xr59D9HauptAILBo240glUoRDAZP31BECkLJNRERETnjurq6iMWmV2bt6vwXAJpHfkx32bV07n4tJVOHiYW3UZN5YMHraybvoqf8uZRlj2JS2FlOXdazcU2HyOalDVYBXMNLrvbBU46ejao+SnNeXrq1Cr93Ap8FtdVR+ofKOH7tW3CsEKUlNpXlgwR8p5/lWREZ4ljb6/CnhwlFu6kavAMTiBVvpq/5+biYFEWPEBk/QHHs6JKfZamG6p5OKHmcY22vp/bEz4hEF/59FceOsnX/pzm2888YHuimqnZTwWM5U7LZ7Fm1Ck9EREREFnbyHmu7mqY/57Y2HOO48VSyjo+mim5ODG0iHJufrDIBvz3CYNWzqBv+v4LG5WDS2fTH1JiPUO4fXNI1GUoIehNsqTj1xMQd1fs5NLgHDJtAIEMgnKOmdoTDh2qIhVuIRS6mvDJOZeUIp5trVlNnMzFuEu26GE8giq9oBG94DICpoW04iTIwXPwlQ3iLBzCtzJKeZansdBhSIXBzRLvPp6jhMUxz4XFjUfVRsvFyOjoMdu7cu6E/7yeTSUKh0OkbikhBGK57qgq5IiIiIoVz8iDVnx5ma/+35rWZmeE5UHI5Y+UX43FT1E/8iuJs75x2vSXPJBZoodp+lAq3cMmjw97nYbsWLh4qmvdh+TJM9FSTywaJNPRj+eYP/IY7dmNXHV181dpJzIHz2FQ9RaQ4CUD/cClTRwfIVGxhd2tfXrE6DoxHixgdMchlffhTI6RCtWxuHsPny9LdEyaeLKGt/Z/y6veU9wSO7nwjHjfG1qEfkLJK6ax+Ed7MJC2Hv7ZofjHjLeHYjj+htW3Pht1gOxaLkclkqKioWOtQRERERGQVnDxeaa0/it87/7O/40yv9NrftQ3H9eDLjdHS/sU5n4NtT5CuXa/CdUxaTnwTX27xSg/5sE0fHVvfhGt4MJhgl/9Oco7JUftiQu4E9d7D8xJftmNx2L6aXbWPnLb/jO2jY2Qnu3aNzh47dLCSopFHsBt309wykVe8mYzJxESQ4SELI5DEyYTxkqC1LU1sIsfwcAlpHIob9uXV76nYyQiJoe3UVY5QVelwostkMlGFr6wLf2TxhGRirAk3VsruPU8rWCxnWnd3N/X19SoNKQuKRqNEIhHGf/QGSsLrZ0wejWcoe8FnmZyc3HD7m6umjYiIiJwRJw9UmwZuXTCxBk98OCmfehQjl6XY6aGv7Gr2V7+ehPXEPmgN0V+zeeRWRqw9BY2zIXs3hpvD9U0x1rUTO+MjnaonE8gyemLPdCIt/US5EDvjwzE8S0qsATihUQYHnxjslBQlSFe0UlaSf3lH04SK0im2b4tRXT2JWxqirXWQYCCLx4SWpjgmaYaqL8c2A2R8kRXvVTdecQEYNluHfgBAwJ6gre9LuB6Xns0vXvQ6XzZK5cCdHD344Iruv9Y0L01ERETk7OO67pzxyu6mAwsm1oDZ5FVJKIovPY4nk+TI3ndweO87ZttYuSRbH/ss/swIY2UXFSxOy8lQPXw74GCaAQ5nLmEg24plhUhZjRzI/h6HMnOTQyfsPRT7J5bUv8/K4DFyZNJPjBnC4SzR8guorVt8j7VF+/M5VFfH2blrkiLTobpsgh270pgmRMo9bGmNgx3GThbj2D4ce+Vf+CdGNlP/eGINoKnZoa11mMz4JuxkZNHrQuUnyJkeBvu7VxzDWtJ4ReTM2bjrXEVERGRDOHmQWjlxL9UT9y7pOp8zhT89TNA3QV32AXo8l3Gi/HlUTtxDZeYADibd5b9HJLfwvgHLFWYUgzRuaJRcwMPoid1gOBDpwQkP4KRLGT/RQlXrQQAmehpxQyMLd5YqxoxX40S6YabUiengusYT9wtm2NO68gFcRYVNRcX8cpItzTG62MN49UU4RgArO0nrwc8t6x4OJiN1V7F56Lvzzm0ZvJUjta/g0O63YdkxwrETVA78FstJzbapHPkdY9VPZWpqiqKiomXFsJbC4TDj4+NrHYaIiIiIFEgymeTo0SeqYOxpPrDka+srhjgY38a2jq9gmyGONd9Ix963snn/l7DsBMlgHclgA3WDvyxozBUTDzFYcxWtlfs4Pr6DiWw1Fd4Bqot7sR2LrvHtDKcbqPL3knNMktTRFHl0wb4GYnW4jklNce8TK94Ml5xjwuPl9xs3Ta44ZtOEpi3zxyqmCdWV4wwNbgM8GIYPX9lRfCVLK3n5ZNl4OYYNlZVzS0B6LYctzRMc7WoF0wErRaB4BCs8NGelX1HNAYb6PFTVNGzIfZaLioqIx+NEIosnEUWkcJRcExERkYJLpVIcOTJ342hPOspY0fk4rknt5N1L6sfKJUikvZT7oCl3N3bOR0fp9RjjDsNllxFxuqh1Fh4orkRN9gH6J59OrrQLp/YhcB4fWFk2WCM4k03ERqpIjVfheFzckoU3yTbHthIpThEd2kOutBNCY5ixKurr85/1uVzBQJa2HZMcOFRJeOootT3LH9yf2PpS/Jl+/Pb8AbYJbB/4Dxws4v46RsK7OLLrjVQM3UPV0D2z7Wp7fkmPCW17L1t2HGvFNE0cx8F1XQzDOP0FIiIiIrIuHTxwADuXm3vQzbG/cxvbGjvxWaffA3k69+LiYGE5CbYf/xxDFZfTu/3FgEPGU05D74/w2bGCx+/LdHN4ZC87qh7DdrxYZgbTBJ9pUx4cZijWSixdSdKopzI8iLXAfmPxdBGjU1V4cpNMps5jW9U+HMdDzrHw+0///IVSVZMjVBTneGcEb8kJrKLlJdYc2yI5spXWzWMLng+HsuzdOUwmazI1FaB/oIrU2CbCdfvx+KZL9pu+FK43zcTEBOXl5ct+prUSCoUYHR1Vck1OzXGnX+vFeoolT0quiYiISEHta29n5qNRf+RBOCkHYToWcB6VsYexnORp+8paxQTc4dn3FhlCziijZZeyNftzfJy+j+UoM0cJZn/FsclnkguNTc9uPFlogES8BKeiCwKLD5YNoGFThhrbpuNwMzlyGK6H4nB6VeJeTE+3F286StPxW5d1fax4C4MNz8I1DbYNLFzOc4aJTXG6m+J0NzY+jta9nKmSrdT0/opQcoCSaAf9/N6y4lgPLMsinU4TCARO31hERERE1hXXddm374n9vbbfdtOc88Pbn02XdTGtjSdO25dtm0x/4n8iEVU5eg9jpRcQTPbS2vfpVduPZ9vx79Ox+Y8YiddQXTww51xZaITJdCl+T4DGovZTJApdMLK0PvYl+jc9nSNcSJFvkqA/Om/fttXWeTxEsOoo3vDCibFTcRzITG4iE62lsniEYHB+IvFkPq9DeVmC8jIYGUnQ178Hb9Ew/rITmKaDPzTB+EjXhkyueb1e0ukzO9YUOZcpuSYiIiIr5jgOpmnOloCM+4aIhnrmtzNtXHuI0ZLzqZm4Z975J8uZQcrM4TnHmnO3Q26RCwrIRxTXXXhU6ZT2La0TI0cmYxIIODQ1x+nqasPvGT79dQU2lQhQNby01YJPNlL5VEZrL6Nq7Pb/z959x0eSXYe9/9Wt6uqc0Mh5gMHEzZFcieSSVKACSZEKFCVRVqL8LNmSZT892bJly9JztmTLlqn4JFGJpAIpkRaTRFLMS+4uN01GHOQMNDpXV916f2An7WAGqYEGZs7388GHnO5btw4wMzt1+9x7Dpny4LautXAYmHkv89H7mez7TnzDxPTKaOPwPYJqrZmdncWyLILBYL3DEUIIIYQQ26C1plwuMzIyAsDA3/4iBjeflmi69GmGul6F1myeYFJgaPeGBJpCc2L4f9cu8NsI5+fxku03h6V8+jKbP7eHAwUgAEDbxOcYSh0hq1s5OjBf61A35RvWjhJrAPmpB7H9EseOLBMK3j6x9kqNjZp4YpHJywEKuQfxDTBQoPbv5F6tVCoVpqenaWpq2nywEKImDt8nG0IIIYQ4UC5evEi1Wr366+XoEJXArcseriUtYs7WylT4hoGPuesYd0JjYxi1K08Qj7so5dLVsf87CTVhYmvDmw98hVz8CEutT9A3+wFsvbNyNgpoLbxAa+EFNFAMtDLZdPhOrq2srBAKhQ7lDlYhhBBCiLvZ9T2g4ebTaq+kdBVXW9ibJVi2l8epOScUJ2jUbtdhz/k/Z/j0j2Pb+/uNuVUFGyQ6tyI/ewJLlzlxYucVTYK2pn/AARbxNExMpLGszI7nq5eZmRk6OzsJBAL1DkUcdFqvfx0UBymWbZLkmhBCCCF27JUL1Wxw4raJNQBPOVQCt09QjDZ+B5VQE1oFWCvHaQrkdx3rdpVIgapuOu62DI2+rhm4oUD7+9+ry/BdStE2ApU1ivFuwoVpwuXb9zKY6XgD2fS99M5/aMeJtVdSQDHcQzSwtcVzLpfD8zwSicSOG4prrZmZGiObXQJfgaGxQwF6e+/BsjZ/FNZaMzM9xurqGtGoSzqdxvf9Q9ngXAghhBDibvPK9crAJok1AMNzyJeiNMRv7jMM658DX5gYwPA9tFG/Z0InnMYObBzjVrzycdbghor++0aZGlBoDV6pAd8LYMUWUBv0ibtCuxb5mXswvSonjtdurWgqKJdNevs7Nh2rtWZ1dZVgMEg0Gt3xPR3HYXTsJarVl3/6hkdzuoPGltYtrTmq1Sojoy9SrSqcYhIznsQwDOkRLcQ+kOSaEEIIIXbk+l4FnpfH9DXF1OYlD0uBZTwzQy7cQ7x0ecMxlWAjx/3/g/L0lUol+66iUvims6s5fNNhdQkikfVft7UWGJlqRRlVDByCAYeO1hJ2YG93anX35BlV34nyHSxvhXnzdXSM/TXx/OiG4zWKbPo+BqZ/H4valUTRWCzH7qHvyD2bjh289FW8osaq5pgONoDyUMojEIyTSrURj8exbfu2c8xMjbKyvEKoMEP35U8SKi/h2AmW2r+eS0UPw6xypP+BW/ZPW11aZHr6MsHSIr0jH2Wl89WMZFfxVIij9zwhCTYhhBBCiAPsSmKtOTTEfLmPtuf/bEvJo5YX/pKZ4D8gFc1uWBqyUIlgOTmOjv1ebQPeJm1ECFkzu5zFQKNQaCy3SCQ/wfkz3RhGBUN5pJIeTa3VPe3BphQE1RqFiVdh6AKmqlJe6SLR88wtr6mudRAxHI6eLNQ0lpXVEIZ2N+2v7Hke5y+8gBEo43sB0BaoKqaCeKSJRDJDLBa77XrBdV2Ghp/DdS2s6CKh5klAoysJ5rNV5pfniEYD9HSfuuU8w6MvUCr6WNFFgpk5RueKMK8xfI/Tx57cxU9CCLEVklwTQgghxLa9cgeoacbAuf1JqKsUoMtMNn0bbUufIlG4uGGjb1XnOitFL4q2dpdc08lJVhaP09qx3hQ8lXJIJJZxHEWlYpHPRxgcT9OSmqExszeN5JZWo8wtJoASx6b/AIBL7T9CoHrrHZ6Xj34vIWeypok1gInGbyEeMjZdrC7OzeIVNX0v/PrVPxsVO00p1o4TaiSb6GAh2IBW1svba6/s8vRfriiz/mu7vELv0AexnWunKW1njbaxj9Iy9lFWmh9hrGqgLUUwHKG1tZdwOEylUmFi/CxuxaDz0geIFNZ77LUO/x8AlttfzUpbH5mmm3tcCCGEEEKI+srlcly+vL6JT3kO8+WjAHhqax+DRrKTeH6AsdlOOhrnCNo3VrMoOyHM6u2rdewPE9ss72qGmL3G5RPfyZELfw5A1/BfopVFKdxKNdhAtvE+Lq2kOXp8jS0Ufdg2rWFqMonr2yQjS3R3OxQKNsOTtzm1phWVXDP93Ss1jcV1YWY2Qf+xU5uOvXDpa1jRZeyG8ZdjAu3E8Z0IuWqO1Zk58Oybq10aPlytZGJgRlcItVy+IXmpwmtY4bNoz6S03Me58y9gqCqNyQ7SjU1YlsXa2hqT04OgNKGOF69eH2k9B0Bx9iS+78vpNbExKQtZM5JcE0IIIcRtjY+NsJYv3vT6byycp+x7PBBu4PXhODPNU1ues6hmMb0yC7GHWYw+yNH59199rxRowvB1fWqSXKdspsHa5U5Iu4QfKDA6ZNJ/bD15phSEQppQyCGZdMhkSoyMtOHpaVqaNn+odF2FUnpLu0e1hpmFFH2zf0bIXV98DrW8nUhujFDl5lOGq6mTLLU8jrZCHJ35o+19r5uYSr8BN5im5+iDm8SsmZ+fovvi+25IugadFYLLLy+gpze4DtDKRmmN2kJSUAGZ+WfIzD9DJdjAcutjTGWX8cwQSjvEly7QOPXZDZO8ifkXmJw6TakyR2fn7b8fIYQQQgixt1658e+KY0/9e3xg5OGfouncx0jMn91w3EaiyxdQTonhymmaG5ZpTK5efa9QCmGXJ3YZdS0Yuz5R1pUa5YJzP6VwK+HSLABKu0QLk1CYJLX8IkvNjzHoP8HAiZVNE2xag+cqTGtr65XFxRjlkubkwCxKrV8/Mp4i0nJhg7kVzkoXTr6JVHiRaKR2H8hrDUPDTWQSIYLB4G3HrizO42NcTazB+hpPhXIQunU5fa0B3wTD29LPRpkeoabB9TxIqYHFQpmF4Zn1UvdWBTs9hRXdOMEYiC1w9tIXONH/6i2VwhdC7Iz87RJCCCHEhvL5PGNjYze9/uncNC+Ulq/+uskK4qqbk2+3s9xcBdaTO90z3Yw2vZ1k6SJOIEXe7sYLRKjxoaltc1UcQuObjjPW2lD5VnxVRTcMgX3j7lGdGaS0cIKzL0U4fe/Ni61QSHP06CpDQ+2YaprGzM2LxHLFYmomTbkawEcDBsqARLRMc2P2lmUlZxeSmN7q1cQagPKKOKEbG3Tn4keY6f428B1asl8lVRrc9PvejvnE4xTD3QycfnTTUopTE4OECrOEykvbuocClN7ZScNgZZm2yx/f8njLLdJ59n1M3v890LmjWwohhBBCiF0aGRmhWLx5HXL06f+G6VWAl/frqQCh3Aa7s26j42vrm//KY08x+fiP4WkTwwCnGqBYiRKIdsP2HldrqmIlUcbmySWtYXjpBI4XJBZcoys5euMpKQVd6RHGT3wfofxFegb/5qY5MvNfBd9nkK/bMMGmNayuhFhajOFpMAyN7yssyyedLpFuKG6YTNIaVpdDdLSvvOJ9TbUSwwrnro4rLR3BKzQSNlc51rtCKFTbxNrgUCOJkKKl++Sm46fmJrAbh7Z9n/XvcfvVSpQCFV3Gii5vPvhlgdgivmdTKpWIx+PbvqcQYmskuSaEEEKIm1y8cIGqu57d+qPlIRbdW5cbeb60wqlgN7D1k2vXG28bp3syw1L4BCVbUwl6xN3aNaXeCY3CNwywNsnwFRtQuWaOn8yytABLC8fwDQWGjxebhfgcKPAjq6i1zC2nsW1NX98qIyMtNGZmWCuEWF6OoEzIF0L4aBpWvkpP4cWrp7mqKsJk+tVcyvcTMD2CARfT0vi+gW17FAo2JUdx7BUn0PoWP85g6/dw4Z6fvnpC0PA1XYt/Q6Q6v8uf3M1cbJZj93L89AObJtYcxyG3VuDI8IdrHket+YZCY9Y7DCGEEEKIu9L1p9WOP/Xvbzs2mJ9m8cQ30P7cn2/7PqH8HN1ffA/Tj/4AVmkJs1zESB8hs/SVbc9VSwsNDxOzNy9NObJ8ApWb5tjFDzF28h2cr9wHGNimQ2dyjLBdIhrIYSqX8Nqt1wKZhacpxbtYXmqjsSnP/FwM1zWpVtfL3ZuqTHfHEuHwtfVTrmAzOxtkYaEJ23YJBj1830ApH9PUrK6GCQVWiEevbZBTCk4OLHN+sJO1bMfV1wPkOXl8fk96v80vxLB0hfb+JzYdOzU1DKZ7NfF3oPkG1XIJJLkmXsn3Qb+yZmkd+Qcolm2S5JoQQgghAJifn2d+/sYF1X+f37jEyvWSKoDySru693jntW2fLdmTNDrPUc+8RYk0qOrtB2lQq930HS1gWdDSBi1t60nBclkxOpRG59rB0Bja59jJ2ycMtV4vyT+7kGRxNUrT6jP4yuJo/iUsffPPN6CLHFn6FJpPUQh2Ugk0opUNvk8h2ECkNM+RwnMb3mtg9s+29HOohYXU48TCBqZ5+99Q13UZuvQSjRN/T8CtbWPyveBf7fcmhBBCCCH2w/nzZ/G8ax/Ctg1+iMTSuU2v8+wo0YkXdnxfu7xC7+f/FwCVSIbCq06SKFza8Xy1UEh00mzffn2Rq8SpuAFOXPwQAH3nPwCsl1NfabiXkZ43YmAABlZlhua5p287nzYsnLLH6EgDvlchmawSDXmkuzY+mRaPOsT7HVy3QKFoUyoHMAwft6qplKGzvXRDYu0Ky9Lce7L2m/5uZXUlRN+xezcdtzg/y8rqGqG2zf/MHQS+r/DZXQ9xIcTtSXJNCCGEuMt5nsf58+dveG0rSbUrhpwcTqKdcD5FKba6q1jixTZsr0STWd8eBo4RxzBvc2pNg5q/l0ggRzh88y6rUEhz8h4HrR1cV2Hbm5ctmZ6O42uf5WXNsdk/xNJba06ugHhlknhl8tqLB2gjpWMliae7bz/GcRi8eIbGqS/SsLBxQvCgUV6FLVTiEUIIIYQQuzQ1NcXKyrUy56H8ND1nfn/L12fGPsPM6e8mOfM8uzn4pIGph3+Q5pm/3dU8taDNEEHr1nUpi06E8ZV+Oi6+76b3FJBZfonM8ku4KgSw6drDNcOUYl2ooksstELXka3X8LcsTTJRJpnY2vpmv/kY2LZ92zEzMyMsrWQJtb6E2qy6yQFhmFWKlXkyUsdeiD0jyTUhhBDiLrWwsMDc3NzVX79n4TwVf/s14FutMAHDIlVK7iq5ZrkhYk6Gfu8jO56jVqpGBF/detGklvsIUKbv+O3LFyjFlhJrs7Nhqo7Dicn31n2hXmvJwiDz002kUqkNm2l7nsfQpZdoHv8M6cXn9z/AHZo5/laa2gfqHYYQQgghxB3J8zxGR0cpl68lZDYr/3grxVQ/vmFSaugnujy845jmT38HpirSUKzvqTUAnwABc+NkldYwtjxA26U/J168fa+5rW7oGzv5Q6QTC7R33Hm7yyzTY2r4RTr679vw/eWFOZaWs4Tanj80iTXtBnELaToGHqh3KOIg0nr966A4SLFskyTXhBBCiLvMKxt/Z5JLLKwk+PHMeqJg2i2x6jrMVYucqWQ3ne8tyS5cY4XFzOVdxRWtNJNyBrGM+i9YSn4Ebd2iLGSpAaMSZ+B0bY6HuS4sLYcZGP+9Oy6xBpAqXcSxElw6Z5KOWbT13X/1Pa01F89/jdTsc4cqsQbgBUKkMh2bDxRCCCGEEFtWrVa5dPEi129hS6pRcm4Hlx77OZRfJbIyjFktkZ59Gruycsu5AKpmmNW2R+n86u8QyU7eduxm8k3HOTb6W7uao3YU1i02A44sHyeUHyRZGK/JnRZansC3/DsysQZw5Mgyly+nOf/SM3T3nSQajV59r1AoMD0/Q6jlzKFJrAH4bpCQzaY9r4UQuyPJNSGEEOIuoLXm3Lkba8Mf7bhMKLhegz0dz+FpRdCqkhiP4iqDcqiFk+EkzxSX8XyfZa9CUbtcWVI9EW3isUgzeAUMP05z/jjZ0BzxSiM5e4FKcPPE3PVcVaGoGuAA9LJ1jSAYG5zi06BWuukfyNesmfbIaJJ09lmsO7gefnPuaRpyz3G55e0MvfQl+k6/CqUUg5eeIZKdpHnqc/UOcVucYLquPQGFEEIIIe40s7OzLC4uXnvB9zjZ8MWrz9xrlQKRwBq5cpRsoIWKDrHWcj+Zic+C7xNdHcF0CihdRgGuspk6/f2UI62YlJl6+F0kZl4iUFgk33oPnc/8AUpvL1mi3DKVYCPhyv71A7udjdYjufLLfdYGa1MNxLFiLLc8zvGjty5BedhZFvT3r5Ar2FwevUQmHqKl5+T66cmxS9hNF1H2wSxpeSteOUFjrKveYQhxx5PkmhBCCHEHO3Pmxt5p3dXPEtczrBntDI8/xsn+CZSCkH3tlFZf3/qJLK3XMEZ66Yg1gxnE1y5g4CuTgq6S1GV6OyaIhioATEwECBbSYARw3eS2k2uF4ByJyr2UqknCbO/aV3IJAAYWDh4mJtsrd6l8F5XvRMdmQF3boWmsdWJSIhSqza7NqekIulqmNXv75uF3AguX/rk/Yzr9Oi6dMWlq6cUva9qHPljv0LZt7ui30tb1cL3DEEIIIYQ41FZXV5mcvPE0Wd+f/UsMXzPz2n/A5UofRzpGAEgElwFIR7KkI+trhZyTZtz4BgJGngX/GzBx8H0F2sNQBrHAPN2JpwgoF08rxuin5B+hqpJ4VhjlbK8SRcPwZxk/+R0MDP/2rnu3uVYMy71WTUSxzfWFbzI230Fv89S1eTVMZnvpHPrrXUR3Y5yXT/wQjQ1LWNadeWrtevGow7GjiwyNNOAOPUPW1VjRFazQAWpovQW+Z+GWEmS6bt/3WtzFpCxkzUhyTQghhLjDrK2tMT5+YwmQ45UPYVG5+uuEP03ALzMzHaKjc+NdeErB6b4xlALXVQwNJyibKSzDpNHMc2xg4YbxXV1VYJEzIz2shW9f23/jG8Jy5DJG8XWcqn5425e7WIza34BLBMPwwVdAFc8P0eQ8S6MxvOVFsOlXARNz9iFMI08luIbSEYxKnKMndpf4u152NcSx8d+u2XyHQfvKZ5kGZhai9Fz680NXCtO1Inghm2gyVe9QhBBCCCEOpcHBQSqVa2uT1LnPkHnp4zeMafnCnzD6Xb+E1iO3rBgRt1c42fB5lIKVYoL50jHQ4FlheuPPE7XXro41laa/eZBspZG5OZ/ANhNrAKmZ58m1P8B0yxvpnPvUtq9fjfQz3/UmfEyU4eP5CvDBNzg69Bso7Wz52djAp+C1cmk2jmVUCIeqrJVTGM4SkdzotmPbSCnagW9BS+vh/eB7uyxLc+zoIhcutSI6T54AAMxZSURBVKDxCTXUprTmfqoWGmlOtWIYRr1DEeKOJ8k1IYQQ4g6xuLjI7Ozs1V83umdp8V665XhHxenI3H5ReWUhWyiHWTOT/NbiRf5x43FO9C7e5ioL0wuib9ED4HaqZhmfnS0CZsyHCNkOHfGzKLW++SnvpLGtMpdX72NBP8TJ6taSOQ1MUDE7aY2NUK7GKHsRCtU4nmFz8WITyqhi4NPavEK6aefpIWVqSnYzUWd288F3kPaVz7IW6sPwD99C3QllUKFAvcMQQgghhDh0rq+qocp5mr/6Z0RnLm44Nt91L4bvbVqK/cr7i6UjxKeeI758kel7v/eGxNr1PG3hBSK4VhjLLW37e7Aqa/jRndUHn+v6Vno7FwiH1tdJVVdRcQLkCzZDA/8Iyy9w9NLvbmmuoJ8l1QgYUK2aVF0bV9tgtXPpgf8H06hiUqH3ud/c/qm4l9mVVfDvvo+OlYKermUuj8frHcqOeE6EhtaeeochxF3h7vsvpBBCCHGHupJYO115/6ZjczSDMvH01hJD8UgBm2ZeFWki4BVvWxakITyNUejCx6IUWGU1enPj8EilCR8P0wvhGy6F8Hrfgqb8AM3lp3fUz6pottIZHrq6wFYKEqH1BufHG59haPl+1qrdpNh892GMBVxtEQ9miV9X3lJr0FhYymVo+X5Wly3STTtPELW1Fhn33szx8d9HcXgaZNdC2+pnmTj5/Rx54Tex9OHpYaDcMrpa2XygEEIIIYS4Kp/PA9DwwkdJX/jspuMLPffjG1v/2DIaWKYSayffdJpM8PItxyWCi2StKGOv/WnQPh3P/Qnh7I3rFdcKsdr9agKlJUqpXhLTzxPJjlOKt1NoPs7R0d/ZclxXaCx81NXEGkDA0gSsCrFIheZMjgsjHVuer2H2K6wEn6S/5/pqIstXq6tVHIuRiTaqdoqgs7zteAECboFgaZGh4QBH+6ubX3AHiUarhGwfPd6L6h6rdzjbYiiXarWKZcnH/uIWtL/+dVAcpFi26bBV4hFCCCHEK/i+f3UX6FYSa8B6iUjfx/W2lsVSCpL+BK8Ohhk4cvvFWXtbidN9Uwx0ThF0Eze9ny50kyx10ViI01yFRKUVpdcf/JUPTebUTddsjabqBW/5biSwRtFouOG1Nb+JQftNXLK/jXmOoV9+NHKx2egAnVJgvXwir+oFt5ycvJVk0iHT4HCx+0eoWMldzXXYJEsjZHJfY+z+d1/9uR8KSoGUWBFCCCGE2LLJyUnGxsYAtpRYA7AKKxi+R7Ea29L4ltgUXjKFFXRojC3ccpylXI40DXOy+WlslaWYuvmEz+hr/hnLfV/PyonXons7mL3vOwHItd5DND+IpZ0txXQ9rSy4zefHSq2Xenzltr3Z5tcyePwfMdr/LgrhzquvF6PtWNbNfaWVWv+qODY+4AR3t8bouvSneIUAFy6FD3NbpB3pPbKCNtPoyfZ6h7I9vkJtduRTCFETksIWQgghDhmt9dWH5UqlwuDgIACntphYAwiTpc19mumFR0nFcpuWWwE4MuACc1uMEUYnkjiBws1v+hYWa5w4up6km5ysUi30shgfYsOM1lbuB2iCpMK3LlcZNEssWh2sVpdIMEGVGFPB19IWG8FUVZZKR7hYvQcDjY+iIXT7Uo3HM1/l4tKjwOqOYr6itbVEKOQxwvdwcnz7u2APs8bcc1TNKGMPvJu+53+r3uFsSTnaRiI1UO8whBBCCCEOrOvXK+fPn8fz1pNA/R/4uS3P0fTsX1NqGWDK62Wg9cym402lOZq5dUn8V6pqiwoNNK5O3Bi7CuAri57EGWL2egWLC+UHyWcGCJRWKbUf2fI9rreUepBI+PbVD0zlMZd5DencOULOEjOtr6eQPk1n2zLFcpAZ+6142kTh4PlBBlpmbjlXKlGkWLbJZU4R30UPNoXmyLnfZmLg+xkdC9Lft/3E4mGlFBztX+LSYCsslrAbV+od0pboaphAQMrYC7EfJLkmhBBCHCLX9ym43lZPrF0xq+5l2RygOTa+pcTadmgN58e6cawSK5ERrmy/VNqmqdCPpT1aMtcSV+3tZbJjTYQqKXx8XGwstrdoU4CiwkqpiXR4452q6dAsZTfKgvkgs/ohfCza40MkQ+tJvivlHx3XRmMSsm7fg6GWp61SKYf5+QjLwSM0VGrTgPywaFv9AkPBd7KSPk165Wy9w9lUODfB9OIoTS3d0iRcCCGEEOI6ruty4cKFDd/bTmKtGk6y8Njb8SJxBhq/VqvwrlrOp5gtHicz9Gki2XG0slDaZbXzURYHvoGQv0DEulYavis9xPi9b6f7y7/B0rEnd3TP9NpZRsqPoTW3XH91dywxa59irPwQJhUwLPq7Z7EsiIYdmtI5tIZSOUgwuIi1aRESHzey+75hCugY/kuG7/1HaL1Q8/XjQaYU9B1ZZmi4D93w7KH43s1gnqmZF+nqeKDeoYiDSmsO1FHUgxTLNklyTQghhDgkxsfXe4XFvUly5npJkM7qF0nqidtddoMCjQTIsxQ4Tdyep7llb3Ye+phUzAqta6dfPotmAD4tyVmaMjfeUyno75yFyXZ8bIqkCFIgb7ST9oevNuCuEMOihMnN5U+ydOD5QZaK7bdMrikFHYlhtIZCNUk4kMNSNz/E2dbWfiYrpRYCavtN0G+lra3ApPskDeN3V3INoDn7ZeZ7XnMokmvB8hLJ6TOMx1P09DxQ73CEEEIIIQ6MjRJrfR/4uS3XptAoSu3HqIaTlFpPcDz9hQ2f13er7MYJFFcpJzoZesO/BDT4oHDozzx/03ogaudIWOOMfd1PYRg+VRWhGO5AaYd46fLLsVs4gTh2deWmLXgaWGx4FO1blMo20cjG641Q0KW3cwnXVZQqNvHozX2JlYJoZGv9f/P5MC2XP7alsZuxdJlQaYH5+QCtrXdX/zXb1gRtF7fYiIrdulLKQWGnJsnOxWhxHGzbrnc4QtzRJLkmhBBCHAJXTqwF9Qrd7hfA3eSCDUwZD5M1u8H3MKtrdHTnahzlOqWgLTXJWi5Mc/sc0dDmi7+QXeVk7wTnBzuYCLwOhYtNnnnuxXg5uabw8AjQ7L5Axh8GYE7dw7J5DIWLj6ItPrKl+K6cUtuNdHiBlXIbIxeq9J3Y/aI/Hq/iE0ejriYU7xbmDvpW1FN69qtUok1cpkpPz6P1DkcIIYQQou6urFdaP/f7RGc2Pr22mctv+9cow0MbAaLl0T1JrAG0JiaY8TshGWMg+cyW7tPROI+drzBfuZ+hvh9D+RUMNFNGEHyNgb++btGanok/J+iu4qoQ4x1vxwmm0YClKoRDmz/3WpYmbt2cWNuuxkyWqYHvpmPwA0QLk7ufb+pzTEXeTGvr7tdSh41h+Oy0hcF+MwyfUGaUS6OKE/2PYVny8b8Qe0X+dgkhhBAH3PDLPdUS3gRd7hd3PE9OtdPbOU80vPuF2mYyDVUyDdvb0ehUbQwrwMlTS1fLbWi9ClwrneI4iuFL92JWHUoqQ95s59iJVeZnbNxygai9NwnDjVjK5Wj6a1xceoxSaY1w2LttmZetCNguufARkqXh2gV6CCzH7yec3/2Cf78YvqZl+GOMx/4BuktLw3AhhBBC3NWuJNa2c0rtlUqZbgwFx1uer1lct6IUdKS3/+y5VG7jufwKH1++1ofaRuFctzHu4VCQb+n5PgaGf5OR3h/kfGGVv5gf41/3HqGvZ35fywo2JEuYapkZ4zvpe+7XUKyfottpCNHCOL6++3p5aQ1lx8YOHY6eawAqUMZOTTA46nBy4Ml6hyMOGN/z8T2/3mFcdZBi2S5JrgkhhBAHXKmyfvJrN4m1c4HvxKxm9yWxtlN2wAHfv2HB+crFp21rjhzNMzL0CADHT2YxTWhochkZTjG8ci+Z0Azx4DLmHu10vZ5S0Jm4xNjoAK/cy6h9RUdHgVRqa2VbABrSFeYrj5OcuPOTa46Kkg91sxo7jWvF6Dv3v+od0rYo3yU5+yILLX20tPbUOxwhhBBCiLqKTJ3dcWKt0Hqc2df+MM3Bg10iPBFco9FpveE15xUVJ54tV3iksgh9/xAo8RerBQDmyosw1kokXKY5kyNoV/cl0ZaMl1jLhRh+8J/d9J6Pz7Hn/vu25rPcArmCTTx6uCpPbJfWUK5YZLNhsqshbGMGZe2gfEwdWeE1nGwHnudhmps26BNC7IAk14QQQogDzPdrs4Mn4i1QsNsolQtbKkVSD8MjCeKJzWMLhTQt6SVM28Q0jauvnTi5wtpakLmpNmby/RzPfGVfFqzx4Congk/f9Prwyr14N7eHu610usLsXMOudpQeZBqL+eTjZKPHMXyN5RdITTxNYvmlQ/n9JuefZ3L6JKt2kFRD6+YXCCGEEELcYa6cWtPB6I7nCC+Mgu+xWOqnKb5cq9BqSmtYcHr4m8XxTcf+1kKBb0uYfCqfv/ra78zmiKgCb0rFOFVqIBjQ9PVs3Cu61rraV4AbT125Hlwa7dj2XKmFrzEVfJgTxw/mmnK3ymWL6ekY5UoA06+grBxW6yjKLtY7tB2xUxOcH4JTA09ItQ0h9oAk14QQQogDbHp6GoAW97ldzdOrP8ecc5LhyVP0d04fuASb41hUaaCva3VL4zMdNz/CKAWpVIVUCkbPl7m0/ChNkQkykdnaBrsFWoPjhshkVrd1XaEQAO2zFLmHpuKZvQluF8pWimKwg6oZxzcMPBXB8F2UX8XHJFRdJOzMYrvXGrm7KkQ2fJTV2D24ZpRQdY7el36XgFuo6/dSC0pX6Tj3Z0woG3yTZEMjhnE4ejEIIYQQQtRSx6d+Y8fXKs+h/8//FZff/HMMzZ7gSPOlfalCsR3Dy31MlEusuFsrff83a2s3vVbUmg8ur/HB5TX+VW8fg6Mt9HQsYtvb3JFXAwvLSUKl7ZXG1FhoLFydQOvivpa43AqtoVAMUq4E8DwDzzPQnoFpvdwzzYBouEIkXMWy9NVrKo7F8nKE3JoN2oPoNHbXwoH7/nbCCuXxE/NcGPoiA0deRSBw95X1FBvQ/vrXQXGQYtkmSa4JIYQQB1SxWGRlZX2HYaN3cdfzNXGeJeM0IxNtnB64vOv5aqmqTUzlUatqFUdOQqWyxvBQJ2U3RkdiqDYTb1HZjaK4ddmQclkxNhxBY6Fw8THwMQmYVeL2CsuZx8kUz6E4GB8qlK00k43fglY2treGVc6C52Hll9GGhRuMYFQdVtOnWTQfRV/3iGn4moBeo/Hy3xPPDtbxu9gbplem8+yfsph/PQuZZgZOvrHeIQkhhBBC7Isrp9aav/KBmszX8MInmH/1O1kqF2mObH5CbD9V/QgXi7U7vfTvx0Z4fTzKE14bXW1LxKP7W76/XA4QXbr1Gmm+90my6QcBUFRffr5XhIIVAlWX6ckAnd3b67G9l5ZWwszNxbF0AcMs4Zsaz9QYNvgVAzwwtUFuMYwmgm9cW3gqv4phZ7HaZ1HWwdqEWguB6BKG6XBx9Gk6G3tJNbTXOyQh7hiSXBNCCCEOqJGREQBOV95fk/kU0OK+wJLuqsl8tWQAtd6rFAxqTpzMMng+zKWlh2mLDRMPrtb4LhtbKbcQu00fgrHhCM2xSZLBBSpeBNNwsa9byM3kjnCp60c5OvFeLOq7wFuK3cdC4jEaJz5Nw+ILtx88sT8xHTSWW6R1+G8Yj/wgWmspuSKEEEKIO974+HryKzJ9nvjY12oyZ3z8eVbu+yYi8WxN5qslAx9b1bZCwWdyBc6VJ/gxOokEK7S3rWBb+7O5rlyx6Vja+NneCSRYTT/Msd4ZMDSOY2MHHKyXP0V2XcXIeDMjgzn6BrbeX3ovaA0jo2m8iovdfgZlX0tSyofe11ihHKpxkKlFR5JrQtSQrPyFEEKIA+jKLtCTlT+r6bxBnaVqN6IPxoGoq5Tyap9dY71U5PHTZZqbVpnInqj9DW6hUE2Tadm4vMvKogZDkQ6vlxoJB4o3JNYA2uKjNEamGe56F7qOj2sL8YdZTDxM30u/uXli7S6nDRPPsusdhhBCCCHEvlh7uexh2+f/oKbzqnKe2aW2ms5ZC4bhYVD78t9z1Qr/fmyYCysFxiaaaj7/RhxXAT5Kb1xpY/rEd5KK57EsjWVCJHwtsQZgWZqjvbO4RoyJ0fqlsLSGoeEMvrtCoPfsDYk1cTPtRLBMSQUIwPMP3tchJX+jhBBCiAPmSmINqHlZQE8FYA8Whbs1NhInkd67siLpRoVlFBlbPYnj7m0CpODEcT2TYPDm5JrWMDOXoStxYdN5mqLTRO0cEy3fshdhbmo1fIzl+P0ceeE3sdxSXWI4THzDBMOXU2tCCCGEuONdWa/0feDnaj63tsP45sHqC+VqiwoNnMnf3EetVt43v4LrBphbjO/5RsipmQZCuY1LTiw33INnJ2ltuv3pQaXgaM8ceaeBilOj2v7bNDqaRuklzK6DVUL0oNJekMbE0XqHIcQdRVb/QgghxAFy/vz5q/+/VuUgr5czOrHclQPVnHl0NIwKxWht39udhgMnS9gBj+GVB/b0PmGrQMTOc/FCivNnk5TL137YEyMGMXuViF3Y8nxK739ZSI3FbPq19Jz9A6w63P8w8YF88igzx95GMBGvdzhCCCGEEHvqSmItsLZQ8y17GnDDSTKRg9Uf+tzKQ3xuZYn8LU561YILvGdqjLlli/Hphj27D0BjQ45qqoPBB/8ZY/f/2A3vLfV8Iz0di9taLyq1/6dOllbCuBUPJYm1TfnapJJtw801kUw31zscIe4oUn5WCCGEOCBc18XzNi4lWCt5oxWfvb3HVq2X8UjgGg0cPbG25wm/sQsGFT9OwNzbZJFSmt7UOQCy5QZGh49w8vQajqMoVJIMZJ7Z8lyFaoqBhb/Yq1Bv6XLzW0isXcB2Dl6/i4PGs6JM97+FvoFTBIPBeocjhBBCCLFnriTWMl/7MEsPvaX2NzBtfCuIGTgYpbZLbpTB7CmmK1W+klvZ03slLYt/3NmKJkgktLfP4PFohfiROQBGLjcxPfBm2gc/wnznawlYHqHg1pKIFSeAokpgn/rEXeG6MDcXx25/aV/ve1hVc81YTjtH++/FsiQVIMD3fXx9cEox+v7BiWW7DtC+dSGEEOLu5fs+Fy6slwo8XXn/npxaA4i6M2gzvCdzb5fWiqrKcPz0Kra99wuysp+iL/0SLdFRyu7+/Azi9jI+62VSRodsmqPjWGrr36tpuCxH9q9XHEDBbqNqJWkd/ti+3vewstwC6aXnWVi8hGEcvJKrQgghhBC1cH2FjdTgF+nfg5KQeA5oj+xapPZz78BMtoWRossfz07t+b0eisUJR+BY7wy27e1bj+xEooQTXu/1ttr4KL2di1u+NmB5eNg4zv5+vDwxmcS2plB2ZV/ve1gFErNU3JKUrxdiD0i6WgghhKgz3/c5e/YssDelIK/XwCh5t2VP77FVCwsBLOVi7mOJ/tHVe8HXeH6QE41P7flpuYm1k0QCqwD4vkUksL0+DT3Js4z6X8eaew+tC5/BsdIALKfvxzPXP3Sw3DXaFj5DyF2tScyz6dfQOPq3NZnrbpEZ/ywTqV68Ng9zP/9ACyGEEELsg0uXLl2tsLEnSbWXKSC0PI7VvHflF7cjT5qJcm5f7jXnuBSKQS6NtWFQZmEpwcDLp8v2itYwv5Sk69IfoZWFYfhY2ziFZlmalswqQ6NNJMIrZJo0FSdAueCRywdf3mSoidgl2rurNVl7aQ2lko3dNbP7ye4ShuFjp8e5OOJyauB19Q5HiDuKJNeEEEKIOtuvxBqANky0FeHyRJKWliIhu7rn97yV1dUoLUf2r5/XseMruK4iFNIMnSszVzhCW3x0T+/p6BBa+5w7GyBgOoQDxW1db1sOAw3PsFjsYCrwVixVAQyS9iLhwPpiu+AkGbPeQd/Un2Dr/K7iLVsZXDNGYvX85oPFVcr3aBr+JCO2z8CpN9Y7HCGEEEKImllcXMRx1p/Z9zKxdoVvKNaqnbCiaE1O1bVXtPaDfCU3sS/3OlfMMTtZoahdylrzr3qPUq5YWy7RuBNag+8bTJ98Bx4BMqntJxIz6QLxWImZ+RTjkzYB00Upn+bmIpblobVicTnG0JDm2LHtbTTcyORkgoC5cKB6iB8GViiPW6iyujxNqqG93uGIevMA7wCVYjwYnUt2RJJrQgghRB1d6VuwH4k1gKLRCIZBrtpMaWyVE8cW9uW+G4kmPYr5MA0N+1POw7K4uhOz74TLhfNNJIKLRO29243an3qOQjVJNJDd8QJQKWiOTdEc27gcTdTO4WMw1fomjkzvrj/bVOaNZMY/I3XDdyCSnyS0uszq0iypTGu9wxFCCCGE2LVcLsfs7CywP4k1ACfZhm/arOh+4m6RuL23vc5uxzB8LGC/ztEtu9c2Hn5kdoK3GJ2c7J/es/tZFgwcmcatWkTCO9/0aAc0PR3Lt3w/Hi1zcbiNQjFANLLzzZ2uC/lCCLvrzI7nuJsF0+NMzoVJptuknL0QNSKfnQghhBB14Hne1cTa0cr/2bf7tugz6/fzNa6Z3Lda/htxyj6WXZ/dUlqD9k2UsbdbpJSCeHDnibWtaopMUDEzLMTu3/EcuWAnnhmhYenFGkZ2d2ke+QSLU+cPdUNmIYQQQgiAkaEhLl++DOxfYg2g7y9/gdSL671/FxdT+3bfjfj+/iXWXulENMx+pD9sS+8qsbZVLU1ZLk+kKJd3fs5jYiKFHajvacbDzFAegfg8w2NfqncoQtwx5D9HQgghxD6bnZ292hD8dOX9BNldKb/tGjHfQMOXP4S9Mk22EN/Xe1+hNTjVKKFQfc7/WxYow9t2mcaDSinoTz9PNvMwI+3fve3rNTDd8I20XfpQ7YO7i5hemfTUM4wOf77eoQghhBBC7NiZM2colsvELj+/r4k1gEL7CdYGXkPrh36VstG4r/e+XtkNwb6ktzY2WAE7sH8l9PdaKlGkvTnLyOUMSwvb/zg6V7Apl01olV5ru2FFFym73tVSr+Iu5emD93VISXJNCCGE2EdnzpxhcXER2L9SkNcrE8eoVkme+Typpz/G7HS0LqfXLl7KEE0YpFL7UxLylbQGrRUj0/1cmLmf4ekBXH24H4tsy2Eg8xwqFGS4851s9bdVAyMt7yRamSZamNzLEO8KifkXIFuSBasQQgghDqUr1TXSL32Slqfet+/3z55+LYlzXyC8MI61NMPk7P6X23a1xcXVh/nIwuy+3/uKtBmgXAkweCnJ+UvNzEwe/s4+qUSR/u455pebWJgzt3xdsWQxMZHCTJ+XU2u7ZBgQarjMpdGnpNqGEDUg/0kSQggh9snZs2ev/v96JNYAbApoOwxA9PIZQhODjF6K7XscPgEamuuXfBh50SC6Mkxi5Bl6n/p1ItMXGJx78NAn2ACOpM5iB31GOn9gS+PHm96K7eVoP7+7fm1inQG0DP4Nly9+mezyYr3DEUIIIYTYsiuJtZ6//mUazn2qLjEEZsYoN/cC0PqJ3ybntZN3kvseh8bnYml/K4xcYQGvTsZJB6dpiY1xNPU0hUqE4cH6VB2ppaDt0t87w+JqhvnZzU8GVl3F2OUGrORZrER5HyK886lAGTOc5+Lw53HdehU+FeLOcPg/QRJCCCEOgaWlpas7w+qVWANYdltQ1WunxRr/7g+pqPS+n14LhUusZe19u9/6STWoVBSjL/q42qb97PtJzX0NSzs0Xf574vNnGJ67h4nZ9n2La690Jy+iLJP56O17sBXsViqBBtrP7v+u5DtZsLJM50vvJ3/24wy99GkW58dlZ6gQQgghDrQribXI9Hmscn2SShoo9d5HcGm9moLplGn87AeYXuja1zgs5aIMn/0+K6aA/lCUf9ndTdKeoTUyQtxexlIu/cnnqBJhZDDKytLWT30dRLal6e+dZXG1edOxkxMJlD2NlSztQ2R3Dzs5hYrPcGH0S5wb/KxU3bjL+No/cF+H1eE/UyyEEEIccMVikZmZ9drwlrPEtPEAzf4ZrH1uj10gw3zo1bT/5a9cfU0BkctnuMA9WF6eRFOF5obinpfbqBRtmjqr275u7AWXEknAwPA9wlaOrlPrjzOuq7BtfTVRqDVMD2ryThLDX39R6SrRpVHahz5x0w6j5qGPkstOsNzz9YzO9tHTPHKoy47E7RVK0U4ovLDh+xqYzHwLrZf+WnZb7YFANUfLyMfxzBAr7Y8z1HyUIydeg2XJ47cQQgghDpYribWkmiDXfIRSppvg0iRqy4XGa2PmG/8hRqFI6qsfvfpaeOIsS9W3cX7mEUJ6mebmBaKB3J7Hon1j26u1pGnx0x3NaNY3ESocPjy/xPPlChagUDjX/UxbAkF+vDWNr8Ivv+JjGQ5N4WGSwYWb5u9PfpWVShszyz1oPU+mqT79q2vBtjRKaaquImBt/OcslwtSLpsEuqb3Obo7n2GAFV7DCq+hnQiD418maFr09z6BYdSv16AQh42s7oUQQog9tLq6yuTk+s7Le+5ZwHVh6IUMq4G30OydoVFf2rdYPCOIVVzFXp274fWmT/0xGij2PUj2oTeSXWqioblKJrm6Z8kl0yqzuhQnHr8xwVYuK7LZEItzNqZ2sI0CVsigvR+GzwRQFZe+r/13FJqqHWN+4Fu4+GL3+sW+BuO6gH1NeG2CI5f+EMvdvISIApILLxFfOMv4gz/C3GoLbQ1zm153kGgNhWqK1XITeSeNZdy6LOFU5k2EqwvEC5f3McK7j+mVaZz4LLHF84y5Po1dp0hl9r93iBBCCCHERq4k1kwqdAaeZ0U3MP+6H8BTYXr/4hf2dROWDkaJn/3cDUk9pTXd7/slPDtE9t7XM87XEzaXaUhnSQSX9ywWZfg0WTYL7o0negbCUb4xFSNlx7F0nqJ2eCpb4Qv5Aj/R0U9j9AINwRm0hqKX4q1qgG/3AxjAK89mKDwaQlM0hrfW99hSLk3hCeKBJUZXHyKdmTl0mwFdF1ZycXK5IK62bllBRWuYmEoSaJU+a3tN2UVCTZeo5lo5N/h5TvR/HaZ5uE9HCrFfJLkmhBBC7JGFhQXm5taTM/fcs77z0LIgGnVYq/hY7G9pi5g/ixd+lHJTN6GF8RveU0Bs5DliI8+xduLVZAceZLGxneMDe7NgO9qf49xQisILEY6eXj8ptzgPi3MxIqsjdEw9i/IqlBKdOJEmBksn8MwgmYXnri62A06ejrN/XvPYFJqGiS+zHHwNWs+Rr6aJBHJY6uDWo9caZgt9ZMuNmJSIWcs0RnLMe52cb/leMCCZH8amCvgUVZJ86Ai4KzhWDNutT+mfu0moNE/XmT9hxvkOVlYb6O2TXaFCCCGEqK8ribWQkaXf/hwA0UCeQCWPxtr36gaJ5z7JyoPfTuL8F296z3TKNDz7MVIvfIrlR7+d6SP3sWoF6e6Y2ZNYOkNn+bH2e1kuT/Nb8wVCSvGPWlPEAnFigWVaIi+QrzZS1SG+yc7wZKYZD59UYD0epSCmVhlIPV3z2EJWkYBRolAKEQw6VCo20XD5QCehKo7FxHQDVdcCcoyqZZpoYHgkDvgElEOywcIwfMBgacFDY1JdSmK2F+oc/Z3PMMBOzOLaec4PPUVvy0liqYZ6hyX2iuevfx0UBymWbTJ8aQAhhBBC1NzFixepVtdPZV1JrF1x5qUMvc6niXLrU0V7ZVb3U1yO0/o3v7np2Knv+r9pPm6Siu9N4mV4MIlfqFKJNWH4PoHKCq3nP0yoWP/TYo4dZ+zRn8D0K6hqBTcQI8oinS3jB2LR6mpFvtJAsZqg6CaoejYhlunOjGCqa9s/i06UihcBIF9OoPV68Jbp0RCdZq3cyGKhmWPP/c99L/tzt/KBpa7XkGs5Sv/J16MOwh8oIYQQQtx1riTWUmqcjsC1MuIzlX5Wy930fOTfo/a7MTNw+a0/T/Pf/DbBpanbjtPKYuIHf5njLU/v2fP5+aVXYxllPB3ANxQxa5GO6IUDsR6YyJ3EIYHjBggYZao6RFvjHOmGg/FMX3Es1vIRiqUApbKN78OMP8WUvXZtkIaUn8IzPKI6QoQgyjfwgaJRZtFYYkD3EWaFUJdU29gvvmdRXuwnEUnQ1fFAvcMRNbS2tkYymWTxv7+dRDhQ73CuWitVafyZD5LNZkkkEvUOZ1vk5JoQQghRY1cWqnBzYg2gMTXPxNITDHgfxdznvms6kAJjawuu9Jc/wmz8+0gd35vkWtWP0HX+d7HcEmj3QPX9sp0cmdHPYqBpmP4qGhh/6N0Mzd6D4VdpTo+RjFT2LR6tYanUTrGaoOzG8H0w/SIRK0dLdIxoYOMSnhG7QIT1nZ7p8M1/FsOBSaquxdDpd3Hs7Hv3+tsQgAE0TnyecHaCEU/R1vMg0WSq3mEJIYQQ4i5yZb3SG/gSUbV0w3stgWHyTguLD30Hzc98cF/jcgMhfGXhs/npfqVdAguTzAWbaWuYr3ksWoOBR3/iaTQKSx2MpNUVbdFB5ktHaIvPErFylN0Io0sPs7yUQxkePX1730f7eo5jsrSaoFiycKoBDDw88kz5eVasPI5ybr5IwSqrAOTUxn30zhmXuM89hVVexgrtfa89AYbpEmq+SG61m/ODn+V4/2tkQ6AQtyDJNSGEEKKGrixUo1GHI0eyG45p7TJxsktcNN5CRl+gSZ/bl8TSmPsIJaON5q/9wZbGR6YusujC5aEwXX2lmi/OfMNA6SpKH8xyi5npp67+fwV0f+13KDQcoxxrY4FTJCN73y/P1RaLxXay5WaULpEMLtKWGsG2Nlic7lB7cowLlUdwVQhLb96bTtRGdG0M+8yfMeNWCTS30tV5X71DEkIIIcQd7vp+0Kfsj7BRhWqloC/6FKOdjzLW9Qu0/v3vE1rZWk+w3dAoJr7957BWFwktbe1+maf+ipm3/BMCa1UaEys1jcf1bQw0SnEgKzxYyqU9Onj11yGryNHkUxSrKeZLR8iXNIno3j/bF0o2i8txCsUQq/4SS1aZVXOVmi1wFYybU/TNH8HqfrFGk4rNGAaE0uO4xTTnBr/EsSOPYdt2vcMStaL99a+D4iDFsk2SdhZCCCFq5Eql5b6+lVsm1q7ovifEwMkcq34Hw+qb0UCRNEXSFGjEwyJntLGs+nEI7Tq2ZTdDyW6n6w9+gfD04OYXvKz9A/+Z6lyZsUvhXcdwMwPLPTzJHAXEly+RGf8sVRXD1XvT5FlrxWyuh4tLDzO49CDlskV38hwDzWdpTs7VNLEG6x+gJENLXB54S03nFZsLVHN0vfTHGGNnGLzwGXQdSi8JIYQQ4u4xOzsLwOngxom1K0ylOZr4Chl1jpk3/BgrJ16HBgqtJ3CiDZQae9GWzWr/q8h13IPe5ceLGpj5hh8jODVEx1/96pavCy5N0fLR32Ih30+xGttVDK9U8cKYRrWmc+61gKqSDC6QCU0yPx3cs/uUKxZjExnOD7UzMZVirLjKc9Z5hoOztU2svWzVzOJho53dr4vF9liRFUKNI1wae5r5+a1/jiDE3UJOrgkhhBA1Yry8Qh0ZSW9YDvKVbFtz4iEY+lqJC9Z3YGgPw18/xeVZUQztEPDWmLXuIewt0eN/YUfrlDXVzpz9KC0f/t/b3nVpOUVaPvIeJn7kP6D1RM1Or2kN/iHd46OAhvEvMOw/zvH2l2o690qpidn8EUIs0ZM+S8jan+Rja+IyF8sP4VoRLLe4L/cU6ww0zaN/y1j0RyiXy0QikXqHJIQQQog71IkTJzhz5gxnK2/mdPAjm45vis6R1ksMn3oNq6ffgKmL+EYA8HGtKCFnAR+TxVd9N5lnP0Ji7Jltx6RRzHzz/4Uu+7R96g+2fX14bpSGL/wFk098G8c6z277+lspV0KY6nAl165oCE2zVO5gZtykrdur6dyj442UHYtZf45Ja2Xfjm3MqHk6Z48S7j6z+WBRUypQwU5NML9o09xc72iEOFgkuSaEEELU0IkTJ7hw4QJnzjRtKcEGcPShIHBj/XjPczAMUMpE6zzDLwSY5FV0+09tPMkrLKs+Sl6Usp+mqiO0fPw3tlxe5ZUUmuDcGLOJOO2t1xIv85OwWsjgGmF4+dSegcfxgdlNk3Bz8xFC+ZkdxXMQZCa/zFrLfSzlUmTiqzWbN1tpBB88I8BitonW9NS+9HcwlaYxMs3QqXdx4sXf2vP7iWu0YTJ56p1kOnslsSaEEEKIPReJRCgWi7h+AGsLJ7Ms5XI89vc3ve5phRlaf051dJjhR95McGWCYHZu0zldO8LK8degKmXWTj+JPTdO28d+c8d5mvjw11h+zXehNTesQ0bG+/DMMK6KgO/jK5O4d5mujtlN51ypdNARv7jDiOrvSOJZBlefoEXP1LS8f7ESwjIqNBkRSq7Hkr1Wu8lvY95apLmaQa2kCaZrWwJU3J5XjuGsdHLi2IP1DkXUiO/5+N7BKcV4kGLZLkmuCSGEEDVkWev/tJrm7hIi5nUVB5WCI/cqBs80wRY2Hk66pyn4HYSmh7FUkZZP/8muNxQ2fOlDzLT8U5Ipj7BdoeLYLBUbsWfGafriX2Dn1huhz7zlHzMVsOnqu33pwuxako6hP91lVPXVPPxJZu231DS51ps6T9WzWC03M1/oJlYpkQov1mz+22lOTLNUbMWxE9jO/iyS73basJgdeDN2SyuZpq56hyOEEEKIu0BfXx9nzpxBbWVhcRvmdRvAbFUiomfIdz1AMPuJTa+d/NZ/TnByED8SIP3FD5IY3P6Jt1cKj57hstdLc8sS0UCO+VwjpVAL6Wc+RuKFT6MArSwmfvCXcdzl25Zad9wgvmERDdy+1P9BZilN0CywuBikublSs3lP9k9SdgIsriTpzjewRG0redzOiDnOiXwvSHJt3+hqkMpKDyf6H7v6WYcQ4hr5WyGEEELsgUymVNP5VhZ9TP/2iyINFIw2ylYLsRefIv3cJ2t2f3tljvDEeUbVfRi+h+G5pJ75OMkzn79hXMtHf5vJ7/15zl0MgGHQlJmnKXPjjljv5ZKQoeLmu1oPsqXe1xGzlmo6Z6kaZip3nKoXIG2N7Vti7YqG6DxjA2/j2Nn37ut97yY+BuVIK1U7wXLP1xNszNDZeV+9wxJCCCHEXWJxcf35Uhm1rY7g+AnCufnbjnFDCcqZTrQK0PKp2j5vNn7+/Uy86/9lbLkNpV3M3Aptn/2fhBYnro5R2iX9pb9i+FXrvYZNKvS1XcBS7g1zLeTaiQX29zm81rRWVHSUzlRtS74vZ2MsLCUwqHLJGqnp3JspqhJVz8CuRDGDhX29993E1ybaieJV4rjFBH1tpySxJsQtyN8MIYQQoobOnFmvAd/cXPu+VdoIoNm4rL2LxSXrzQRySxjVIrHBp2t+/+a//cNNxyjXofuPfxEAJ9nEzNt+hrWFLL3H8pgvBz4zFSGUm6p5fNuhgbWWBwiUs0Szozu6vhJpoq/5a7uOZbnYQtbJoH0Txw3THBwk01Cf3ZhN0UmWCo/gKhtL3/70odg+14oyefodEPJBmXT1vJpgcO+azQshhBBCvNLs7OYlEXfE96kmmm759tLp17M28Dqs1Tkiwy/U/PZKa3re+/Objktc+gqJS18BYOW+N3DJ/CbSjNDWup5M0xryXiNd0fr29nK0TbbSRjo4dVPybyvybgMBv0TQ3v6119MapufTOI5J1bXwdZUXzSEcVZ+1wpSap3fuiPRe2yPVfCPVXBMhW2Erk2MDj6JqWVdUHAy+Xv/LfVD4ByiWbZLkmhBCCFEjxeJ6Qi0er13ZjSuaWg2Wp0rMGA/Q4T9/9XWNYlX1Ms9J4ue+TObLf1Xze++UnV2g6w//DQtvfBeDxhGi4TzKcMmV0vSe++O6xTV94q0UGo7hVwtgJ+h88Y+J5LbXj2656+uxye84BldbrJSayVaa8Txoik1j4hIPLte0J8J2KQXRQJaFxodpm/9y/QK5QxWSvYSbOujoOF7vUIQQQghxF7qyEfCU/ZGaz90X+wqXjr+R2OUXCK5dq1DhRNKsnn4d+a4Haf+L/3q1nPxBkH7x00RHX2DmO/4ppckEseQq2UoXYWuNiJXbfII94Giby2sP4GkLR5dYqbTRm/ga9jaTWTOFo7Q27vz0XbFks7IWYS0XpegvMWOWcYwqhUB9T4wtm8t0eW039dcTtVEtNHJq4AlJqAmxRZJcE0IIIWrE99ebsPb07E2/qoEHDc6/dISYN0+BZnKqA0+FsBcnyTz3AaKXD97uPaVdWv7298kNPMLava/DaWin/+n/vu+nolxlM3X/D1ANptC6zI99eAUN/M/XzzFx/w9x/Av/77bmC+ZnyfqPbC8Grai4UVZKLeScBoKs0BibIBU+OB8wAKRji0y0PSDJtRrzgWzbw3S39Nc7FCGEEELc5Qyj9nOaStNonmXh1e8gND+KUa2wevJJVLlAeOoSnR/4j1jFg9fDzM4t0fEX/4X8sUdZePTbSNjzdMXP73sc2UqG+VI/rh/kmdwkny0VUMBPN51kpnCcnvj2epsFVIWqHwe2vjZ1HEWpEmRuIYnWmqy/ymVrmkqdTqndSsUoEyplUNGDtY467LQbBO1LYk2IbZDkmhBCCFEj0WgUgDNnmrjnnoWaz68U4GsmrScIeFkMQxMZO0vz3/1Bze9Va/HBZzCcMmuvfTOWW675/Ll0P8qtEizMstzzWhouf+6GBJ62QpSj7fyzj82TrVwrOfBTnzF577evsdp8L6n5rS9YF45+Mw2RrZ12KzpRJtZO4PsGCoegscbxzFcP7E7LWGAFVF+9w7jjzB95E0ZDWvoVCCGEEKJumpqaWFhY4GzlzZwO1v70WiyQYyF+L06iGbu6jKFdOj74KwcyqXY9q5Qj9cKnKRy5n+SR1ZrPrzWsOJ0k7VkqXpSSG6MxfGOZ/Hy1AVeb/NrCRa4UctTA7ywN8g8b+7Z1UsvVFhUvRjq5tRKgcwtxlrJxFB4GFS77U8zZ9Tm5txVZo0BkNY4lybWa8X0oz57i2FHpBX1X8Pz1r4PiIMWyTbK6F0IIIWroxIkTXLhwAd/fmx2h/SeKVKsm8bhmctSleohqU/uBEODVfN5CsofZk28Hw8DwXDwrjFVZI754jplT34Vrx+n96v9G6fINibUr/sNTLv/q8Se3lVwLFWbJmi00pW7fG63gxBnPnqQtfJZU7HA03VYKTDQX7v8JwCe6OkjX5b+rd1iHXnTpEpX27nqHIYQQQoi7WEtLCwsLtd8EeEVY5egIvkDYWMUOl7mw9nr8g7qjbAO+aaGM2q9XxvP3UqpGWCx3oX0LjUUqOEfRTTJdOEHKngHD4KVijld2SMtrF8PLsVjupjkyvqX7KTSGoVlZhKbW24+dmE5TKJo8Z15Aq8OxtlxTOVrcXkrjccDDTI1jJ3Zesl+sf3ZhBPMYe/EhhhB3sMPzL5wQQghxCDjO+mmpvXomDYU08XgVgNYuTan7JIdjCQSl3lOEFkd3dK1rhSjGO2947cr3PT/wrfzWs6u874VFtC7x/OgES71PMvboT/Bc1sYNRJl48IfxDXPDuS8uOvhKUUgdueX9nWCSuSPfyOUHf4Sxh38cPI+K1cDl1RM4rr1xzNpkPHuSjshLhyaxdsWx5ufozkzSnZnEbTzGxXt/DMeK1TusQ80NxojFe+odhhBCCCHEnkqas9hqvVJFnHGWXv32Oke0dV40RcTcWYn/ohvH0dfWBVqvfznapuQl+ZXFUbS7xqXSBNpb4FL2CWbyR8m6ZXLVZtacFkJq49Mbv7mywHKl67b3X3MamcidZGj1ES7n70UZHgu5VuYW4+hbLBiXVqLki0GeNocOTWINoKAKnLEuMmjNM2qu4qyepLTQfMvvU2yNr5VU2RBim+RvjBBCCFFDIyMj+3YvywLLL1A4+gjxoWf27b47pYMRzOLc5gNfNvSqfw6ArxQGGm1Y2KUllOfgRJrwjfU9Qn61wFNTPqD45FgVsOGFZRTrCbjfe6vP+8eDDK/curTJhy9V+e6Ox4iu3pz8y6X7mT31nUTVHI3xHEp5rGRTpAKT4PkMr9yHbVXoSZ7DUh65SpLFUiflapSMOUwiWtrGT+lgUAriwVUAoo1ZZrPdjN73boLZS/QO/019gzukKokOMsmWeochhBBCCIHF/jyftsVGudjxBjSHZHe/YcAWty5W3BBDuVdjUUITQPkO2rAJGnl8w8DREQxf4xsmT2UnAPiVpSunBoso5tFAXyDId6R6+cTaHKPOxuuVvHYxfJeyGyFkFW96f2ztXhw3xLiRJWfNE/KDNPouq1RRq1GWVjrIpNdoacyhNSwsJ8iuRfA0PG8OHZLfnBu5yiXH+s8rZ+TpL3fjT/YQan0JZde+DcFdQRtyck2IbZLkmhBCCFFDvb29jI2N7dv9Oo6bXObtREeeR+lXFhE5WGLnv0L267+FptmbE4FrjSdZ7vl6fMMiPvcSDVNPoZXJ//d8kZdmHdYcTciCk41B4qEwz0/nWHNuv/C98u6P/PXta/FHLPj241Fiw1/a8P211gdJhWdoS05ffS3efK1vRAeTTC23M7j0MLZZpurZZIJj9GQWD2xfte1QCtrT4ySdZcb8gXqHc2ipagkt22mFEEIIcQC4hPflPkppQtUFFt74Q7R86g/25Z67Ya4tkWtoJGkv3vC61jBTOEbJS2KqCungLLZZQvku71udY7ZawkWTUTYNgRAKg4uV2/dnvvJUOFKt8KsLF2879jWhCNoIXD0R+MrYyl6CZwIXribJChRYerloxxxLWNriwdVuVtda8X0DrYtcsMYpBG5O1B1GrnK5qEYYqPahVjOEmqc2v0jcTPJqdw1f+/j64PQ5O0ixbJck14QQQogaqlQq+3q/aNQlZheYfetP0v6hX9vXe29XZOQFFt7w/Yw99G7i82cJ5udYOvI6nHAjhu/yq09XCFDh3fffy0rXq6gUl/ji+LUn/LILz83W/uf7+r4Y4ew4qbnnKUdbCBXWT9eVoq0UU70U00foiL9w2zk6GqZpchcpVhMkgndGUu2V5tc6SE0/DYCrbPKpAap2klBhhmBpAcvNH8ZNr/hANZgiUMlisDcP9aVoG/nMAI2BwJ7ML4QQQghxUPWkXuBS4A0UjtxHdPTFeodzW6G5MaYzj7Ec6CATmqSqQyyWutAEwMvyJ9l5Xh2yGXC78Qnw+bUxJqvX1idL2mGp4tQ8rlfFW+iJP4sGqm6IoFVGayi4DSyWu1D+2m1Pn7nK5Wk1QlzHcA2PknX4KmtsRdQPYzeeA0A7QbxSBgwPFcxjBEqoQ1T68nq+VvjaQlm1/7MF4PvgZNtRxuH8+QhRT5JcE0IIIWpoZmZm3+/ZfU+Qi1+LMvemH6PhC39JIL+y7zFsiWVhaJf/8qLNP3ngPmzT5NnpMr/+3PINxVeena0Cq+zX1rmFgksp2cWlr/uXgE84O04oN81qxyPYOkdf03q5x83YloNtLW467rBqjM8y1f4o2fbHMfCxVYmAVSXv3o+rA/iY67+PvoPySiRnXiJaWSCSG0ftcWdAH4NKuJlKOIPyqhi+h+FrlFemnOjAiTYTXh4hvjqI4a/H4pphVtseIZ8ZANsDxyIz9lm0FQZlkFh4sSZ/AsvhZi6f+AfYaoHL574AyqfnxGsISKJNCCGEEPusUFjvA9xp7V9JeaWgN/pVRp78PrxQnNjg0yh3b5IEu+X7PovlHBdyBV6X6MH3Pf5odYZZ91oy6kP5EuSzt5ml9gyqTBbuoaKjKN+jLXqR+eIRDN/FIcdzgdtX6rgip/J7HGl9rahV/MmHANCGpkgJhSJIG8o3UYaBgY/hV8AoYqXXMO0iyt77E3y+VnjlJPgKDI1h+GB4YPhUCxkMVSUQyaLs9b+jvg/aieLkWvCrNobhgaWxY4t4TgQzuIYZrE1fb2e1Gy/fDFaeMxe/gGlWOXn09TWZW4g7neH7/uE9dyeEEEIcIGfOnAHg9OkF9rtUudYwfqZKyYuDhsyn30d04tz+BrGJfN+DLD/xrfzQJw5e+crjjTbHUz4fHqryW99sY0UydCXOkgjt78L5sNMaSm6MihslV0riuAGqfphAbpC+oY/U9F4+kG15mGzrffgmYPmkMvdQqiyivTJae3hOHjucpKn5NHNzL+GuFTCrFbQy8QMGqebjZJo6MQyDQnaV+aULOBWNHVR4uSKGr7FLKyRmXySyNrqjZJs2TIqJXgLlFezKMsV4Dwv3fDNHj722pj8PIYQQQojb8X2fs2fPAnA6WNvnsq0o6xiT2VNUrQTW8iwtn/xdrHJtkgO1Mvm2f86fBzxGnYOVhFLAfcE4y16Zgjb44UwPHgGeC75U79AOHaUVUaJEdYSUHyVAAMu39qRXm69Nyss9+FUb8ImGQkSCzTjuGj4ap5rH0x4t6eNYdoyJmWfw/AAYGrSBabr0db2aYDAIwPzcJbL5RZSyKVcL+C8fVzRDeQKx+R2fbNPVIL4bQtkFDNOltNhPf/sThEKhWv0oxAGxtrZGMplk/t99G4nQwdnsuVau0vxv/4ZsNksikah3ONsiJ9eEEEKIGlheXgagtTW/74k1eHlH6H0BoEyhYDGu3kluformv/nNA1Oqz16eBisIHLzk2sVFh4svHzr747MlfugRj4C5vyU+7wRKQdTOE7XzNEReLq9ZjTCyxV5t5XAzs0ffTHRtBDe4/lBtumUMr4qvTJxwBm0GsKpFtGHhpWL0DTz5isbbrRvO3dv7GFf2lG3UqDuaTHEk+aqbXq9UKkyMNULFx3QqWNUCoewkkdUR7MoyBqANCzcQxXZuTsYq3yOWHb7662BpkXIlieu6WJY8igshhBBif9QzsQYQUnmOpr8KwJQ+wuQ7f4GGz/0FieH9O0W3GSu/Sls6xWi9A3kFDTxfyV39ddHLYlrJ+gV0iGmlyZEjp3LMvvzaQPUIgVIDyp6+7bUAlZUutGdjqCq+ttZPlBk+hnLxvSDatQFQloN2wnQ2HSHV0L6l2E4OPHnb9UpzyzGaW47d8Jrv+2SXF5lcPAe+hWFVMawKlp3HDGcxXq7Aot0AhuFjmDevxVWgAoFra99AOMvQ6PPcc/LmtZEQ4kayohdCCCFqYHp6/UG8sbH+9eujUZfj97sMvdjM3Le+m7aP/k69QwLAXp3DNw7+o8ejHWGS9gLhQG13Lt6tpld6Scx+bUtjF3tfT/uJx4HHryaetNZorTEMg2AwiGEYeJ6H1hrbtrcVy0aL1M0Eg0GOHl8vi+J5Hp7nkcsuMrNwBqNqgu/jWwa+4aOqoLwqdnkFrQLg+4SzE7ihBOHlUTw7xlL3EzQ3JzFNc9uxCCGEEELsRpf11XqHAEBHcpS0t8jo676bQH6J8NzBSGcFlya4p6mBLx3MqpVXBQMpXjIH6x3GHUFpRdSPYMbPbzrW1yZeKc7R3ocBsCwLz/PwfR/P8wgEAldLv1erVUzT3PYz/3bXK4ZhkMo0kcq87moc1WqVxaWLZOfXAAW+j2G4+L4FBhimi2E6+G5w/bSa0vhaYYWzuKUG/HKEgb4HtxWHEHerg/8JlxBCCHFImObBaQBcKllUzBRGe5LV+95AYHWWwMocVilX5x4HdTjWtw0JW3G6LUHYGqt3KHeEghOjrEP0zn5xS+M9O0w4HN50UVmvE19XFsiZpnYyTRvvQNVaU61WMQwDrTWO4xA2TWYmniIYbeFI2wk5sSaEEEKIfZXLrZ96SphzdY7kmvHiKbCDrDzyJpzLZ7DnJwjkl1HF/J73670Vs5Alpg72c9rbY0k830DX6Wd0p+n3ulHmNEpt/vP03SCm6dxQLvFWz/Xb3QRYC4ZhYFkWlmXR1fkAXbcY57ru1SoapdL65uByaYmltTFak6dIdTXtaFOiOEQ8f/3roDhIsWzTwf4XQwghhDgEHGc9WXXixNYaSe+HYs4l6zgEK8tUTj9CNBAAZaPNIImv/R3p5/6uLnEFVuf4kVNBfu9gtYO76soawjDWH+60hunVI2jfpDU5jr3DOvZ3q6V8K8npre2Q9jHwTXXoF3JKqat9EYCri++jJ95Yr5CEEEIIcZe7fPlyvUO4gdagDZvgM1/E7+8mf/xh/AeeRKsAvmHR8ef/Gau4/72PY4PPsvzqtxFiifIBTV4FlYU2NAqFRhPSIbq9NnJGkRk1x4HpCXBIRIgQbNva4tRzwjTEj+xxRHvvSgIOIB6PX/3fpubeOkYlxOEkyTUhhBBiF7TWXLp0CaAuvdZeSWt46WlFKRDnD0cWGS9eSQY5QIGQMvgPD7yhbsm15o/9Lq/53p/nVe1r/PjfHbzdSdmK5uf/boX/9MZuIqECo0snUe4iYb3CUPU+utKDxIP7v9A/rMrVMG35sS2O9lFVV3qRCSGEEELU0LlzB2tXW0nHGS69CnNynOjffRj1yRuTWGvf8maWXv0dtHzqvfsem9Iuqac/xk8+9iZG18b5oFfd9xg28761Jb7bt2iLtOBoh3bdTENgiDWnmYx/nHMMordwCksAej0XqbaYkDSDBRYWL9PS2ruXUQkhDhH55EIIIYTYhSuL1XvuWahzJOteeDbIBcfgvRc2bsbsah/Dr99iyyrn6frDf8PUO3+eU80+5+YP3kmwclWjVYjhxVO0Vp8io2ZBQcmbYGTlSdKhBVoT41tehN3NPD9AqDC7+UDWC4Y2THyJsajN0eNP7mlcQgghhBB3g9nZWbTWmDicCH6i3uG8nFh7NYm//COCwxc3HmSYqEr9+linzn6WyOQ5eNs/g9XhusVxOyEMMn4G0y8wEP8ClnJpi0xyOdvDve5JhqwxCqpQ7zAPPJsABt6Wx6tAGcPyKGRXiCbTexiZEHvL1z6+PjibnQ9SLNslHwsJIYQQO3TmzBng4CTWxi64LPgB3jty6/KUSdsCz93HqDagNb6yCFsH4KjfBrqSAWxWOe391Xpi7WVhVjnhfYRsMcjFhYcpOPE6Rnk4+LCtnhnR1SGsbI5yubx3QQkhhBBC3AVc12VxcRHgQCTWAEaKj5L48AdunVgDaG3BKqzuW0wb8cKJA90quils0h46y8nkU1jq2tquJ3mZDvtrHPe6OFHt54BWtjwwbGxge2vjYHqC0dmzexOQEOLQkeSaEEIIsQNXEmvKKTA1pNHXLVy0hnJZ3fDaXtMaVsqN/ObF2yf6frK9Sr3/+S/1nALT59npSl3juJVLiw4u4Q3fM/E46X+aTvdLTKwM7HNkh892P5MwgNjSRRYWRvYiHCGEEEKIu4LWmgsXLgAQcFdZ85pveN/RIRwd2teY5iutsFYgeOGlW47RKNxMByhzHyO72fLjb+HT5dW6xnA7L+RLFNzMhu81hNc4lfg8ce3Qplv3ObLDRaPZ7opFWQ4oH8/b+ok3IcSdS8pCCiGEENt0JbHWMvoxotkR5jrfyIVsJ2BcfTY3q2U860qCZv11WxVo6beJx2tfu79QCLBa9ShuktFLJxpp/shv1/z+2xGeOIevgkCxrnHcyulmY9PyIDP0EbHW9imiu0ti4Qyryw+jO06gpPamEEIIIcS2XSld3/Oen6Fw5B5mv+7NTIXvW1+rGAa4VQzfxzctwABlYKCJ+lO0hMewVe2rCCw6fcS+sPkJOt+H5LMfq/n9tyM8dZFXHbuX5+oaxa2dioQJGCu3fF9rcI04K0o2rN3OenJt++sNOz7L0NgXON7/utoHJcR+8PT610FxkGLZJkmuCSGEENtwpbSK8iqkF9aXW10jH9z0Og2stL6aSe8RMi0VmjtrmzQYOa85v7b5IjhfXCX40DcQ+uTv1/T+26G0xizl+B+v9finn6vvrtRX+qVvsOmKx+itfvqWY5Z1C26glc70s/sY2eFkoHGsGLab3/I1yndJzTzHeDJKb+9jexidEEIIIcSd58pGwK7f+RcAREfPEB09s+l11XiG7KPfxNDA6zgR+kRN+wu72karOPbobcpBsl5O3MCn0txLeH6sdgFsU2TsJcL3vpZ2p8i0W7/+b69ko/gnzd0EjQrNoVsnzgazD7Bm5SnvQZL0TuJQxWf761Erskox14rruliWfLQuxN1MtgMLIYQQW+T7PrOz6z24jj37K9u6VgGZ2S/TPPG3ZGdr+89voWBRDsT58NTqpmN/Ycij3HmMcmNXTWPYrvb3/UeSsTT3NdW/ca0Cfu9taX7vbRm641GOVz9MiI1PpS3rRmYDT9DXeK6mHzjcqWyzTDHZt+3rosuXcAvZPYhICCGEEOLOdaUUZOrL/wdV3V4J9kBuicZPvw9rbZGC37z5BdswVLiP0DNfRBU3r1wR+dD7WPiGf1DT+29XaHGClo/9Dt8b76hrHFd0mBb/rPk4/7j5GAlrhb7Ec7dciwyunKZgRhhW4/sb5CGklcbfYXM9M7gmfaKFEJJcE0IIIbbq7Nn1xsUnvvofdjxHZG2Cqtq4n9dOuC5cuhTlL8aXt3zNBy6vsvya76xZDDuRffRN+IEABdeuaxy2gv/15hhRPcep6oc4Uf1r1C06fxfIMBt4Db0N5wlZB2cH60EWCxdYajy57et8w0T7Nr5f/+SrEEIIIcRhsLq6iuu6qOIayec+teN57IUpVsrpmsU1XWjD9RJEP/d3WxofGr6AoaDQuf1nyFpaeMMPoKqFusYAkFY235vpoyf6PKeSf09H9Nan/4ZXjpE3U5wzB+UT3y3S+Gh3J6fPFNnc5ZrHI8R+8H0fXx+gr0O87pf/1AohhBBbcKW8ym4SawABt4DpFBh63sd1axDX1wL8/UKel1a3nux5erVCNdm0+5vvQjXVzMcu5BleqX3/ua3IRBT/5Zsj/OZbG2lUq3R5T912fIUYl83X0tNwkYhd/0X2YRG0ClSDqW1fZ1Xz2Pms7AYVQgghhNiCfD7P5OQkAF1/8G93NVfyK58gb/QyXehhk3bOm3K1xbJ/L+nf/e8o19nyddbzz1IYeHh3N98l37L5b/mZut1/wArxz5u7+dHGbpqDg0St21d1GMv2kDObOWtekk97t6FKFe3Etn1dIDbPSlZ6cAtxt5PCsEIIIcQmriTWju8ysXbFkXP/Hwsdb+AiD9LWXSGVquy4xKCvAgzltvdQfzpuodztlYnZLtcOM//mf0Q12QgYWGuLRC88Q+nIPbjJDPjwmqrDn9++7cKeUMB//eYMDd4gTdWzmHi3He9iMWS+kY7kGFE7tz9B3iHCVh5U96bjnGCaUryTYvoI1XAabSlUOEgoFNqHKIUQQgghDrexsTEAet7zM7ueK5Bbov1P/iPz3/5uBumhK/wCIbI7Wq/4KNAaK7e9ct/6ntMEB1/c/g23odB1iqXXvgM/YIFvEBl+DrNcoHDkPgB8M0DGDLLk7e26aSOPBxO8NtlEa3iQpD2/6fjFUoYcvZwzL0hibZsqhoNfjQKrtxzj+6ArCTwnileO4WsTA4/WhpZ9i1MIcTBJck0IIYS4jeLLfQHiyxd2WI39Zgpomfo0ax0PsjClmJ7O0N+/SjDooRR4HmSzQWKxKvl8gJUlH8+1aMgUaXxF+4P2jhLfpzL857PTOFvcWfojPWGSX/4E4z/wi5hOiba/+K+o3W5LfYXZt/1Tnl3W/Nrn1hfS7zph8vX3vpo/HzZ56aUqR9I2X52sz9H/dEShqNCqN1+wu1hcNL+NxsgsqfDiPkR3Z7EtB4ybm4R7ZpBStJ1SupdyvAMnGCPd1EVzqhXbtjGMWv1tE0IIIYS4s13ZCFiLxNoVVn6V1vf/CuM/8d8YcR9HGVV6+RoRtf5sX9JxXD+IaVTJuRmWjG4MPPrNp7HVtcoDAeVgqCq5134T8c99ckv31paFG0xiFte4/IP/nvi5L9LwzEdr9r0BuJEEC9/wg/xJbpK5QhkbxY929eAYBn9bLeH4mmC+VJfEGsB90RANwcktJdYWSo3MOvdwwRpEq9qu6e4GZapUixaB5LXXfB98N4hXieNVYuhKHDugaUsdI9aWxjRvXt8Icah4/vrXQXGQYtkmSa4JIYQQt+A4DiMjIwB0DH2w9jcwDI5WPspE4LWMDTfgGwpTVXG9IAE/z5wRJ+hniXmzhPUSU/NPYKkVUo3r2xELBQvXNWi0CvyjYy382oW5Ld3Wt2Isv+btPDs9RV/UxHvXL9H8f36T0NJkzb41HYnxa5++dqLujy4Y/NEFH1ivhTlX2N9yf28esGhNWizlfBqjARSb1+S8klhriszQnKhfSZjDzgDK4RZKyS5K6V6qdgzfAjMSo6X1PlpCIdROj24KIYQQQtzFzp8/D0D8xc/VfO5qphWMMvmG88SW72Wk+gRKlfB1CB8DDA/QaKuEE5rD8IIMFl/HycAnUOsH1lhw+2i2R5l71WsILM4ROvfCpvfVyTTaDpN99E0k/r9fI/djP0W5uZf2j76nZt9bpaUX5awx566vSRw0v1Fardn826WAtycbGSo7ZMwgcSuGZSxset1iKcOscw/nrUEctfWym+KaolFEVTN4pSRuJY5XiYI2UMolE+sm1d4pm/+EELckyTUhhBDiFi5dugTsvs/a9VxlM/7IjxGeH8T3oUQDPdW/ByCrOli0TpNyB2nW5266tqvyOcZnX8v8govWJobvYek8VZWhM6JoDQWYLW/ew+w/X1gg52iKWgE+r0rn+O63/mOUV8U3FJGxl2j6+/dv/Xuyw+TueS2l3lNUE40EF8bRyt7y9Xvtd78jgW14hPUyHgEsP0tT9eaf7/U0iovqW2mMzEpibZuqXoCiE6OQC1F0I/iGx8y930qm8V7a0w1Yljx+CiGEEELs1uTkJJ7nocoFGr7woZrNu/LAq8k/9gaCw5fAt0Bp8o3rSbFwthd8l0p4Hh28uVy66YY457wJU5XwdBjfLGF4YQzTIP/Nb9tScs1aWiDxR+/BnhwDIPkr/461f/ovGP++f4tvBsDXNH/qDwnPDG35eyq19lPqPkl+4BHQGrOUwzcPxjNpkxXiBxu6iZrLHA+HsVUFZcyRDt5+DbJUSjPj3CuJte3yIeSHiPth0kQI+TY+ClXqpqf5PkKy8U8IsQ0H418SIYQQ4oCqZWJNA1P3vhN8g0pTPxobk2ulRpJ6iqQzdcvroyxysvJBckYrll9mPnAvedWOS4F/8/zilstCzpVvPLX11EqF4eIiKxUXDfzKfaeZjfw4VKsYSqGKOaIjLxCZurlBmhtJMPU9/4Kgt4ztrnHE+RLLjccoGz73tQZ5cbY+pVQAupMWP/faMGFK9Fc/ta1rLxqvIxVeoSUxvUfR3Rl836DsRikUwuRKERxtof0qkXgDLf330h4KyS5PIYQQQog91PV7/7pmc7mRBGtPvA03kMc78Qj4N5a/KyXHbnt9OXkZ9DhWpQE3uExs6SFAE/rkR4g9+8Utx3ElsQbrp7oS/+O/oJuaUAtzeO3dzH3/u4leepZqshErv4LhuqSf+SiWU7xpruzp17D66Ldi6zVammYIhQ2W841ki3EiOZOif/v+y3vptB3lTal2WkMXSQe3VoUE1k8Fzjj3c9EaksTaJkzfJOpHSPsR4oQJGD62XyaZOkpDYweBQKDeIQqx/7S//nVQHKRYtkmSa0IIIcQ+0MDo4z9FwCvS73wMBTiEsSlte664PwtA2hsmr9r5+WcX2W11/YXKtYTbz764xJPNjXxTT4bG0tfwVIKFgR+m4XN/QXzomavjSs29rHzd24hXL9Hhv8SVpnSN1XOEvQX++WNfx+Wcx7/5zOYlGGvpjd0m3/9wAoUm7Y3Q5J7d9hzaiOD5RZaKrZiGS66UpFSNYhpVYpE86dDcej+xu4ynTQrVBPm1IMVqBNcHDJfmjofo6c9I/wEhhBBCiH2ia9wzudLUycx3/zTl6CRuZHF9AaN38LGh8nHDSwD4qoI5u7CtxNqGU6JRC+vJJzU9TvIPfp21b/8udFMT4ViMajnA9JF7aPvrXyOQXwHWwy/2Pcjqo9/KQPcglnXt59XRMIlluvxfDPB7iyOs6v17rrdRfF+6gUyggaCRpyl8jnhgaVtzaCzAoEGnKfplAn6ANDGCvk2RMitqjWVjZT0zeZcJ+jZxHaWBCCEjQIAqUSNAc89DhGTjnxCixiS5JoQQQmzA82q3g1EDY4/9BCFvhe7qtYXlThJr10voaZL6Mr/ySBv/+czilkpCboUL/N18kceakhwxlol685T1CJdf+zaKffdiL82SP/U4vqWwq1na9M3Jq6heIFM9Rz58kiePBPjmPp+PD5b57HhNQrxJyIJffmOYTCSKTZ726ueIsLLj+Y7rv2WmcIz5UiMam5Q/RScv4BBjPtvNYu40yjBIhRZoS03U8Ds52MbnejBCMVr77pdTaUIIIYQQdbS2trb5oC1ykk3MfPdPUUwMXyv3qAC1u01yhfR5Yv4plv75/036V/5bzXI91sIcqT/6LZZ+5t/S0bjem2xuPsb0d/0/JF74DE66hXLXSSxdImlO3JBYu6IlOctaMUVPMMY9+BwLh/jT5TnKu962uLF2K8I7GxqBEAlrntbwFzDVzu5lKZeeyPNEi01USGLoKo2RKSLmKqtOhnS1iW6jDdfzuGxOkVP52n4zB5Tpm5zyumlKtdDQJKfShBB7T5JrQgghxAauNAevhYmHfoiArtyQWKuVzupTZL0Ofu6ex/iZZ2rbG6zkeVRVGICQn2Wg/FdMNT2I03yMTv9LRCq332EZ0itEgyb/8FSOsL9C8wP9fHZ8taYxAvyTx4M82B4nqcdoqX4Ki92flLNw6DLOwCuqE0RYIcUEaKgS5FLpDRgKWhN3R4LN82Hg+KvqHYYQQgghhADMteVdz6Etm5nv/1lK8csb9lHbFeWRb3iJSPY4uW99K8mP/nXt5nZvfOZvac6TSF1mRj9IMOzQ1TaEtUnyKhrK8c2pBkJ2Cdezeb2T4WP5hdrFCESVxY9nWjGNEK3hSySseWrR0iseWCGevHkzYdgq0Mb6jsZcNY1VvJ8XrfPoHSbyDhMDA0sVaGnvrXcoQhxovge+d3BKMdaxOu+uSXJNCCGEeIX5+XkAUnPPbDJycysNp3CtFEcrH971XBtxCTAfeJCSf3N/ga04Hg/xXT1pgkoxVXKwlUHYNJguebQEAyTK15JGCk2X/+xNCadbieoFjpc+CIBGsWT27yjGW2mJKv7jN6UI6Szd1f+Dxf6WaQxQ4Zj+NIPFbyUZXiIc2NnvgRBCCCGEENtx5swZADr/+Jd3Pdfkj/88lfA8Xmh113NtxKqkUW4Y+/y5HV2/9o1voXLPgxiVMub8DF5DE6pYwA+GsLjx9F7YLtN3tLzludvT1/pdTy93UvZr+2HzE6EYr060k7Ev0xi8XJOk2nbEAyvEGOOY188FBu/4MpEGBtT491AIIW5HkmtCCCHEdbTWV5NrrZc/uev5VgbeSIvz7J6tY/KqnSoBfvG5xVuOCSnF440xgsrg72azKLh6tutdfRn6q18mUp3jSLAXw3cJ6CInoy2kyxdRNSqLkjc78PydJ78UXI0kGVT89BM2vako7dVnSbFHtSa3IECFpurTjCw9QtJeoT01su+L5v0ka1UhhBBCiPo6e3a9JHvqSx/Z9VzastBEcGKDu57rVoKlVoLPfJnw6K3vUW3rwhk4hTUzQWD0EurlU2luOkPloVdxvOMijhuk2J0hFCjguDbah0xsumZxlqphptzt9T673vXrlU4rwjsaGrEw6Ik/ha3q16u5Oz6Gmw1zv3+aUWucNVXj04kHiIGBsdWdoEIIUQOSXBNCCCFelsvluHz5MgAnvvofajKn5wdJ6qnNB+5QSl+m6DXznx7s5hdemKHg3pgMawsF+KkTLQQKc/hmkDe2duEDTy/n+dD4CmdWSyTtFvrVZTLVC1evi+vaLVQB5gP38xvPbK/HXMiCd94T5lU9JgEV4sqROQNNTM/QUf27miX/dqNJTZLxprlYfi0X5h8hqAo0xBdJh2tbUkYIIYQQQtzdrpxYA0g+/+ldz5c//hja2tvqC4XEMDz2EM5D99D4n25eY2W/5Tup3ns/QStLzv16fMOEconEx/+K4MWXoFrFwCcaKhANFfYkRtdVOFWbS5Xt9bHrNC2+LtZAVzCKT4Ar6xULh4bgBJlQbddUO6EUHE2fp+hOYhbvx3UVeVVgWs1RVpV6h1dT0g1aiC3S/vrXQXGQYtkmSa4JIYQQLzNNE4DjX/2PdY5ke9rdp7H9LL/8wL38j3MLjBev7Yz83iMNtJSfo1VdWF/rlcDFxgq/js4TLXxqZo3721q2XOpxJzSKqhHmuZmtl2gB+N9vThHXi8T1NElv7OUTd1ZNeqrVmkJz0v97tKfI6m6mV04yv9ZOf9NLm/Z6EEIIIYQQYjt63vMzNZnHcKs1mee2LIdC5jzR5RMs/ot/TcN/+g83bJBz7nuYU11nX67+MAtArhzl8lvfQeLDYKytUnBiJK3snoW4mG9hydve/I1mkHdkekjbUyQCo0SsHFqDj8I8gM//ESvHqcQXcLTNXL6dpNfPks4ybu3dRtD6OLwf0gshDp87uHCREEIIsT0jIyMAtS0lYfiUiTFpvYp583Tt5n2FRu8S7c5T/NTJNv7VffGrrz+zWGJB994w1sLhFH9Lu87xrr4mGvwJ9lJBteLq7e2KbI9bmGi6vS+R9seuPrAcxMTa9RSatD/Gaf9jhJxRRhb27vdcCCGEEEKI3QhPXEB5IZQTJbJyFFWN7Nm9Cg0X0AHF8s//J9ym1quvG/kcBSd6w9h4qMDR9mHW3voO/MYW4qG9S6wBFJ0oX8pv7wTfd6fTNAYv0xoeJmKtl1pUigOZWLuerRy6EmOcjH2WRh2l2W2sd0hCCHFoSXJNCCGEAKan10t2NEx/uabzJueeZjT4zTgVzbJ1rKZz33QvPUXSHSMZsK++9pWlNfxIesPx9xqfoKvyRTp4cU/j8owA2t/eInO55KKxD0DRx53rUWepapPiKz4sEEIIIYQQYruulISs1ak1AKuYw/ArRNeOYK86BMqZms29kUJqGN9w0bFrmwFDLzzD5MzN65WQ7XCsY5CeprE972mstaKsvW1dM1ouknMa9iiivacUHI0/S5tuqncoQoj95umD93VISXJNCCHEXc/3fZaXlwFonvxMTeduHvscx776X2kc+wJqH05dtXtfwSKECXxHV5p/c28HfmH5luNT3tie9y0Le8sElE1v2iIZ3NqjRyRwZdzhflQJe7OslmQ3qBBCCCGE2LmzZ88C0PCZ99d87p73/Ft6/ve/xA8qtOlsfsFuKJdydJK1d7wDN93I0j/4SUpPvI5EeHXD4bblEg/n9jYmwLYcTgTCtFjhLffPSZiHe50CYKsyyjA41Dsar3OlQ7cQQuwX6bkmhBDirre4uAhAsDBX87m1siiHm5k+/b1EvPmaz/9KeaMdjckvP9CJXZjlWPmTWGp7vc5qRQPDoTfgWk0YwC89GUQTQGOifYdPXKrw1xccnOsWc7YCR8O7HrBJ6Ik9T/zttahZourvXXmd/eT74AYyTE9epL3zeL3DEUIIIYS4a/j+etogNDVU87m1ZbPw7d+LF0ihzZWaz3/jzRTKDYFKsPLuf0o6Nktbw/k9P5l2K2UnyOX5DjyC3BcL8SARPNargJR0no+u5Rl18jdcYwEu0B1spCv21f0PuuZ8FAp9yNddAMpXVL1WtNaoev2hEkLsm6WlJX7xF3+RD3/4w8zPz3Ps2DF++qd/mh/5kR/Z8rUf+chHmJ6eJplM8uSTT/JLv/RLnDx5cssxSHJNCCHEXa+xsZG5uTkq0ZaazVmIdTJ3+m14fhADj87yF4ixt8m1RXWM+cB9gEHcuUy/+tKe3m8zF2PfRVQv0F/9MCbXyqxoIEcHbx/o41uON6KpYmCgMNFYrO85NGis1rZEZz3kdYSodbD7xG0mV4ijlcX8aguGUaCl7b56hySEEEIIcVfp6+tjZGSE6R/41zUpC6lRrDzxTeQffD0+4KsKhdQLoGrYe3oD0ZUTKG3j43O0Y4hQoLqn97udshNkdP4oraFLpIMzN7znaouVajvvUK1UacPReYJqvdS7RwCFi4FHQO3xSb99YaAPeJ+42/KhVWcwDGjRGRqSIUmsCbEJX/v4em//e78dO4mlUCjwjd/4jZw5c4af/Mmf5MSJE/zZn/0ZP/qjP8rs7Cw///M/f8try+UyTz75JOfPn+eHf/iHeeSRRxgdHeU973kPH//4x/niF7/Iffdt7XMPSa4JIYS46xmGwT333HO1j8FuTT7wTsp2K83OC6T1WE3m3IrlwAmOFD6K8l1sCvt2342MBR7B9ov0eDcnyBSQZIqkN4X2IE87PgZJpnCxKNJMhAUs6rfYrpWKkSBjLtU7jB3zfZjIHQPfpbNrgGTD4e0rIYQQQghxWEUiEZqbm5mf3/1mPQ1M/MR/xLNKlOIX8a3K7gPc0o0Vyrc42X4GV1vYdd6ANjbfQ1v4PCn75p+ppVyaguM0BcdxtUW22krUvEDIKlFwk5g4BNQ+/dz22MH5eH1nYn6UNq8dZeY4efIRDEPKQgpxN/j1X/91nnvuOf7kT/6E7/u+7wPg3e9+N29605v4d//u3/Gud72Lrq6uDa/91V/9Vc6cOcPv/u7v8qM/+qNXX/+e7/keHn/8cX72Z3+WT3ziE1uKQ1L5QgghxHW0Ye56jkqwlc7KF/c1sQagsbD9bN0SaxooqEYuB15FKdhPr/v3m16jgATTJJkCwMIlwfQdkVgD8FWMRPDWPe8OOscLYXhrnL7/cUmsCSGEEELUUSwWq81EysLHoJgc3L/EGqDcMBguSlG3xJqnFauFFBcnjxBUxQ0Ta69kKZdMcJKQVQIgamUJWSXMw3za62W5agPuPvQF30sJP0pDwuTUya+TxJoQd5H3vve9tLW18c53vvPqa0opfvZnfxbHcfjTP/3TW177iU98Atu2+aEf+qEbXn/ooYc4ffo0n/vc57Ych5xcE0IIIa6jfG/zQZuITT7LYttJotXP1yCirTkbfAcAmhCK/emxtmj0sBB9DOO6ptEmFSJ6kaPVT2Ad8oXabpWJY+KiDvHCe2L5KHa0Rh/kCCGEEEKIHZucnKzJPEq7GGgMHcTfp9NXVqmBcL4PjP1L5mkNYwstVKoNGC+fzzLwCRglGoLzZOzL+xbLQTWT72Te2uM+e3vI8A1avDZsO1zvUIQ4XLQP3gE6t7rNspDZbJYLFy7wlre85aak+uOPPw7AV77ylVte//73v5/5+XlM88bN9b7vb/j6/9/en8fHmd51vvfnvuuuTVWl0r7vsry33Vu6k+50VrKShBPWCSEHOIEzMxmSYcLyzMDwJDwzBwbInAQIA1mAEJaEYQ8QSCArIelOd7rT3XZ7t2XL2tdSqfaq63r+UMvtRbIlq6Qqyd/361WvWPdy3b9yEquu+l3X73czSq6JiIgAw8PDZRvLBMJ4dnsmjtZaZhMZvNCz2EgTPpuBbVixdyb0SqxXT2/ha0TYuWUPt9IoB4iFEpUOY1Pa6y4yPLe30mGIiIiI3PHy+TL293IcrLs9lSKstcwsXaTDdNAcPo617pbvMCoZl9Nje4n65umJfQPPvbMX/a2l4Ktjzj1d6TBum3UsCXee8PwMTW0DlQ5HRDZpcXHxmp+DwSDBYPCG60ZHR7HWrlr2sba2llgsxoULF9Z8Tnt7O+3t7Tcc/8M//EPGx8f5zu/8znXHrLKQIiIiwNLSUtnGyjb24tlM2cZbzUIyy69/6pvsfev/ouU7PshP/rdP8sSzk+z7vo/xG3/6BAvJrdu9dj7wYqxXx1Dh75RYW4MBsr4OmqPlWWFcKSNzgwztO1zpMEREREQE6P7Iz256jGIgjLVb/3VgMpHmTz/2eb7/Jf+ZN971Hk6eOMe/eefvsve+n+bXf+dzLCS2ppS9MXBmbJCGwCjd0eNKrK1hNlNPAUPR3XzllkrxWz9xE2Vg/8srHYqIlEF3dzfxePzK65d/+ZdXvS6RWF7EvFa55JqaGlKpjf2Oefrpp3n3u9+N53m8//3vX/d92rkmIiLyPC+3sOkxJgdehXVDNBee3XxAa/jcN87xvT/7F6Sz1642dRyH82MLvPfXv8h//ci/8Ge/9H/wuhf3l/XZF4IvouDvZG/h77VC5ybGzV7CgVTFG7VvVkN4ktHhbzOw78FKhyIiIiJyx3NLm99tNvpjv0C+Zhy2sHT5o196lp9/52+RzeTgqhLyrutyfnia9/7cH/Nf//uf8ed/8B5e9+ojZXuuMXB6bA+13iyt4bV3LQhM5g9y0dvZCwELFCi6RYwxGyrjJnKns2b5VS1WYhkZGaG2tvbK8dV2rcHyjuibjmctrrv+b6yeeOIJ3vCGN7C4uMhv/dZvcf/996/7Xn0vJiIi8jzjC23q/qJXQ6LpPvpz/7hlv2A/941zvOk//imZbAFrYeUzxSOPPMKTTz555VgmW+DNP/XnfO7R259UGlxm/AcY9d/PiHc/J6LfS9HfwVDhs7hU0SexKrTgDdEa39mTVYCG2AzZdBJrLQtzy7sUb/VBVkRERETKy5jyfPaeev33YnwF8pHJsoy3mke/9Cw//UMfIpvNPz83Wf7s2NbWxle+8hWstVhryWTyvOkH/ief+8Izt/2sXCHA2Ewzl6dbOTfRwamxg8T903REdm6pw+1gDJTwSLpbs3tw2zgw68wxMzlMPp9naXHhyv++RGTnqa2tvea1VnItFosBkE6nVz2fTqepq6tb1zP/9m//lle84hXMzs7yoQ99iHe9610bilk710RE5I5XKi2Xwug7/vubGme69xFqzBQeW7NbaSGZ5Xt/9i+w1t7Q73VxcfGaFT7Ggovl+37ur7n0N/+eutjGEofngw+Q8w8QMnOE7CIu0FP4BlGmy/BOdj/H8RP2yldqtFJyhSBQZPjCCVJpw/jIE5R87Rw+XL4VxiIiIiJyc88991xZxskM3k8mdrYsY60mmUjz8+/8reUEx3UTllKpRCgUIptdLl9vjMV14Xt/+DcYOf7r1MUj635OsehybqIXS5CoN4fjFIm6WRpiJ/G7ZexNt0ulSg0UnO3pubfVwgTw/FFOnz4FOETCY1iTZ2Do7kqHJiJbpK+vD8dxuHz5xgXNiUSCpaWlVfuxXe+3f/u3efe7343P5+MP//APefvb377hWLRzTURE7ngr/dYCufnNjdN0F52Fx8oR0qr+4O+eIZ0t3JBYA3jmmWcYGLi2ibOxkM4W+MN/OL7uZxjgRPCt5Nw+9hY+w0Dpy3SYJ+kwTyqxtk4GF4flLwt2ulQmhhtoJJU2DDY8iaEOcCkWd3a5SxEREZE7Tb6+FYvF+LeuN/Rn//fXyGZyNyTWAGZmZrjnnnuuOWaMJZ3O88lPf23dz8jmA5wav4uYt8D++NfoijxHZ80pWsPnlFhbp/lMA0lW3/Gx00RNnJnpi2RJc9kdIZUxZHJGu9dEbsIap+peGxGLxThw4ACPP/74Decee2z5O7mHHnropmN88IMf5F3vehexWIzPfe5zt5VYAyXXREREWFxcBCBZt6cMo21NuURrLR/+0xs/OKyYmZm5sjX+er/5v7+17snFOd9rCSYmscZu2Q683S5HLT5nd/zdhQIZGmvGaQ+fwnNLWN/yiuJTxx+tcGQiIiIisnFbl3Cw1vLnv/uFNc8vLS3R3t6+6rnf/Mjn1zVfyRc9zk0OEYnkyeb9tx3rnS5jomTcbKXDKItZZ4HzzgwXvcsEnOW+a5YAs1NjFY5MRLbSD/3QDzEyMsKnPvWpK8eMMXzgAx8gGAzytre9bc17//Ef/5Gf+qmforGxka9+9au84hWvuO04VBZSRETueJ2dnSQSCVLxAWILt18mJZwe5mz4LbQXHiduRsoYIcwmMpy7vLDm+Xe/+9187nOfu+G4tXBudIG5xSyN8fCa9+cJc8H/arzUIp1f/hjnv+t95Qj7jlPE44L/YQLsjjIrtTULV/6cLy3XO28MXmQ+00yhUMDzPBxnY6vMRERERGRjuru7GRnZ3PwiMD+Jg0tkbj+putPglndRYGJuidHhqVXPRaNR9u/fz3/4D//hhnPWWs5dmGJufonGhtUXCwLMJSKML/bT0ZnCGJe5pJJrtyORj1N06lniTKVDKYvL3viVP9eXlv/3M+JexptdoLGlQ3MVkV3qJ3/yJ/mjP/ojfuRHfoQnn3ySvXv38qd/+qd84Qtf4Nd+7ddoa2sDlqs8PfPMMxw5coQjR45gjOE973kP1lre/OY38/TTT/P000/fMP7b3/72df37oeSaiIjc8dzn6/ct1Q3Bxc/f9jhdz/45uVAjF4/+Xzi5ErW2fKvlltJrlzj5ru/6LlpbW/nIRz6y5jXJdH7N5No552XkA63Un/wi9ae+CmzlmtadyeBywv9WrFPAR4qWwiXi9iIeeYoEGHPvIum1Ym2Yklukxk1WOuSyC/hyHGr5+vKfvTynTtWAyXD4yIsqHJmIiIjI7nZ1b+XN6P6t/8zsK78L5+BLWGo4XtYEWyaVW/Pcxz/+cT71qU9d6be2muRSdtXkWtG4nL68F89zGNyzSDhcYnKyBt8u6RlWLuPpbmYLAzhOnoi7QENwmqhvBteFZKGeqVwnWRMnb3x4QNZZ+7+vnWrUN82obxostJTqOH78OL29vWtWeBG5Uxmz/KoWtxNLOBzmy1/+Mj/3cz/HJz/5SZLJJPv27eOTn/wk73jHO65c95d/+Zf84i/+Iu973/s4cuQIp06d4syZ5cUFn/jEJ/jEJz6x6vj/5t/8Gzzv1qkzJddERESeVwzGNz1GMDtLzzOfYOTID7NUukRH4YkyRAbRmsCqx+PxOD/zMz/DD/zAD9z0/tga9wPk/U10fPVjhOZHrxxzTYmMGydM4vYC3mVmnX6KviwLNRcJFGLkfIOMlw4DyyuZsv4EOf8kOS9BXbqfoG9393toiEzj8xkuL+7DWqsVoSIiIiJbaOWzlnVdnE18I+oCzV/6G0w0DPY+0nWnytaDLRwJrnr8x37sx/D5fHz4wx++6f2xaGjV48a44HrsO/hCf+za2iwzk423H+wuNFfs5iuZUXKU6PHF6CwMUeMewgFytsSZwgIjpRHmTZa3RQ7s7kZBDpz0XaDXduO7tMiBQzfvvSQiO1NzczMf+9jH+NjHPrbmNe9///t5//vff+XnAwcOlLUno5JrIiIiZRbKTDP42P/L2Qd+ihaexitDicDGeJjBrjrOjy5w9eeA3/zN3+TTn/40o6Ojq97nODDQUUdD7eqT1bTbiHX9eKn5a443PvNZLhx9Awedz2469t1g3usi409Q8rJkvCwZpte81l+KUB8b3r7gKiQemmV+fpRSaf+6VnSJiIiIyObMvvJtNH3hjzc9TuvffprkwHPYN/4AqcbnyhAZxBuidPa1MHZx+soXl7W1tfzIj/wIb3nLW9a8z3EcBvqaaaiPrnp+ciaO5ytdcywcNvgDlvFEJ+3x1edBdxpj/YyY5V7iUybFE2tMQT1c3DugTolxDMPeJepNT6VDEZFdbDevUxAREdkQt1i+ps4uhmBunBnfgXVdb3B5znkzz/neykRp8IbzjuPwEz9wbfm9e+65h/b29luuAn3399+Hdfyk3WtXd06V+rgYeBVtX/8DvHz6mnO1F5/En00xUdyzrvh3u4IToehbx6peA45xCXm7o0H4reSJ4vP5Kh2GiIiIyK5mnt+t1vjFPynbmLHzz+AYP6xzI5y7FKV26m5ik0fA3Ph1ouM4fO87X83VBeZ/+Zd/mb/+679mbm7upmO/+9++llwhRLH4wrjGwKlLfWRpYc/exRvu6R9MMm+HKK0Sy51ovfsZh7wGcNO3vnAX8OPHXfffjMidw1qn6l47lX4DiYiIPC+YGr/1RRtQCsUJ2VuXVTS4nHJeT+zS03R86XeYDRzhBK+neN0G8x9+0xFqQn5cB0KhEL/6q7/Kr/7qr645rus4dHa08prvfQ8nQ9/NcPA7GDPLyb5J289c+D66//H/JTJ1btX7W7/+h8z6D2H0cQFrQ+S9W/dR80wYxyluQ0SVly3WUHCjKgkpIiIissVWdoIV6lrKNuZGPuO7+QjR9B4GhxLUxfPEZu4iNt16w3Vv/P6XEgoHcVyHhx9+mMOHD/OBD3xg7XFdh1e+8uW8+rXv4vzUEKfGD5ArBjAGTl8eJBQNsHf/Iqut5fL7obY2x3BifYsZd7NUMU7erm8O0u1FGXWWtjii6tBeasZf6SBEZFdTDR8REZHnZeL9THS+krbRL5VlvBJhombsptfMmA4m/Q9Qe+nbNH/7MwAM/vX7mLn7TZzvehl7nS9eubYuFuKvP/zvGHXvZc/QEH/yJ3/CP/3TP/GqV72KV77ylXz5y19mYmKCI0eO8MADD3Do0EGa62qJjT5NwzOfIN22h6kXfS/J0gBYl67Pfwh/9sZVoCsCS7PELzzOib43M8Q/EeDOWOF4vSwxrGvW1fDdX4ziOuXpW1HNSsbHubm7qY2Wbn2xiIiIiGzKSqWAie/7SVr/4jcJzt58jrEexbpGcMzNl90biM124tBMb3+SUMjQ1Zuhw2Q4daINN5/GBF5YgBaL1/CHf/Vb+LPNRCIR/v2///e4rstP/MRPEAqF+MxnPkNTUxNHjx7lgRe9iN6+PmJRP139hrq6ec6cijE530IyG6c2lqenP3XT99DZneZMuoHTc3ezt+Hbm/472anGsn2cLiys69paN8Cwc/O/192gsRSnwTTRt39/pUMRkV1MyTUREZGrJJsO488naJx+ctNj1SROMxp9Cb2Fr15zvIjHsH2IvK8Br5Ck82sfIZS4dtdcwzOfZ7H3viv1PbJESbpddN6/h4Z0hne95z2cH77ET//0T/O6172Oz33uc/z4j/84oVCIsdFRjj/7DPvOfJ59zS/MlgML4/gKOWrPP079yfUlEJue/nu85AznDr2aA+4/bO4vZIead3rI+9a3utM1foJOfosjqryphTYCzhQ9/a+qdCgiIiIid4y6unmmvufdtH/yv+NlN5cgCSxM49jlXWkmcO1Ybj5CdL4PXI9YpEBX7zzuVUk414XaeJ5cIkamKQkGfIVafNkwezs6Sc4e50f/759icXGJz3zmM1y6dImZmRk+8IEPsLS0xPDwMH/393/Lj/3Yi3n5y++7Mm68Ns/CQoyBwSVqam69E8t1YWjfImdP1TK11EZLdGJTfyc7Vc7UcqawejWS6/lwybO75yuudemwrezdu1e9oUVWYc3yq1pUUywbpX9hRERErpL4yd/A/vp/WjW5lowPMtX1agaPf3RdY7Wf/AznHvipa44Z4JT7RmpHnqHjyQ+vWQPeNXmwliIBLpgXU/TFCc1eIpw7jb8mzu/9+v9kqeQwNjnNm9/8ZrLZ5R5fA/U1vOvBPv7r0S7ioWuLYATS8/R+9lfWFfvV6s4/xuLQQ1zyHabHf2zD9+90Sa+Zwnr6rQHGLZCzqzdj3y3OTR8kV/Rz8MgDlQ5FRERE5I5SFy1gsrPMfsfbaP27j99wfupNP4aXmKXhX/5qXeOFzzxF/vAAuauSa04qSDQ9RHffErW1ay8wq2/IszBXT6Y4RWzuIAHPEK4xlAI5agJ7+Ms//xSpdI4vf/nL/H/+83+9ct/gYAfvec9387GP/TDx+LWfm1vac7S059YV+wrXhb7BJc6c2k+dmSPg7u7E0WqsdciyvrKQRUoECJBld/aI9ls/hwsHiQbTBAKBSocjIruckmsiIiJXW1zCLeVIxvuJLF4iVdtDJHEBcBnvfxPGC5EL1hPMzV+5JRtqpuQFiSxdvmaofLiZkvVz3P0/cLD4Skv4HEswOUPzk399y1BiI09zqu/NBBNj9H7xv61aseWwtZx59yMs5YtEAx4NYf+W9MDq+MJvc/FN/wVjn7vjmkKXHBfrrO89F7wlStny9cKoNul8jHyhwNDBB9RrTURERGSbFAoFAIolj86OJCeygwDk483g8wjMjZPqv4tM90ECwYsUA2G8/PLiMOO6ZLv2EpgZw0tfWxLeKRYJZJsIZuvAGqy7CLae7t4lamsLN42ppqaI6/NRO3eYtvY0jU2rJ8Ve9MBLeOeP/RXJZIZYLExDQ23ZP0cGAobmlgwXJu5iX8O3yjr2TmBZ/99n0uSJlcJk3d2ZXOs1zTTWRWjrPFTpUETkDqDkmoiIyHVSn3uMsTd/L04xh2vyGF8Ix5bwjV3AZy2X9r0drMGxBuMP4RZzGC9EcGkcX3aOpea7cEwJxxRpevwviF/6FsYNsNRzhEKkgfoTX7x1EEDzU39D81N/c9NrHMehsSZAY83WrsrzilkCSzMsRjqpY2RLn1VtSjZO3pta17VFNwPWT6nEqo3Xd7pMNkjXwH1aBSoiIiKyjfz+5YoUUwuNxCNJfE6RkX/7SzgYwIF8ARMI09MyykQxxviPvg9fYoZSbSM4Fp/NUSRE+NyzFBvqyTf14zqGgL/Ent55QiFDLueysBAhGMzcMrG24sChxC2vcRyHxsY4jY3xzfwV3FJTc5bpqbotfUY1yhSjlKxd9/WnCws84rUyzfytL96BwgRo7+qvdBgiVc0aB2uqZ7FsNcWyUUquiYiIXKfwZ1+h8GdfeeFATQinPo4dnbxyyN3fB46LOXF++YDn4X/9QwT/zeto++rvEpm+tua9a/LUDj+xDdFvHbeUxzo+WP/cbcfLE8Y6lpJ3i5WdBmpyrURzrTjAQraFxsj6EnI7yWI6RlcoVOkwRERERO5IjbHlhMj+wdFrjmfzATy3iOcZaodSGDPDQqqWaHiUgFe8cs1oaA+FUi37981xfSuqYNDQ2prelvexFdzVynzcAcZyvZwu3DpRFsDlZaFuWn0RrHWW+xXssr8z17r4N7CLT0Rks3bZP6MiIiK3L/uRP1v9RDp7TWINwJwcfiGxBlAsUvi7r+KcO0ly8MVbGGVlbaTkyG5w2XcXeX/ypte4pQAti3cRy8UYyn+OwcLnmEx2Y3Zh9UzPZzhz4gmKxfX1dBARERGRzTt2bLnvcUPt6jvFQoE8nvfCh0/XhYbY4pXE2so1/R1TWFOiUNDXgbtFptjIqcLsTa/Z7zXwfZH97A3Ocyj2ZcJmnH7Ts00Rbh+DwZRinD7xT5UORUTuENq5JiIid7yVyWrxq09ueqzkf/sU/O5/xeDuut5kNWOnmI0cocF3oaJxXHTvY8lrx1o/OAasn7bi4zTZi2V/VtrtIhl+bs3zwVwD8XQ3rYXHaebSleOOmWdisY+OuuGyx1RJXU0XmU21Mjl+ls7u/ZUOR0REREQ2wHWhKTrN2EgDg3uXKh1O2bmuJVuMEPJSFYshb0IMp/ZTsBGs9YFjcazLgdi/4LrlnR+minGy1pBm7YVvrw720OEPsTf6dfxuHoD++EmyS68gYALknz+2Kzjwbf8zHC4NYozBvVO3M4rcgjVU1WJgW0WxbJSSayIickczz3+iKB4/d4sr16lYxMmnSXUeIjb6bHnGrBKxc48yt//llQ6DpK+fZGiUTGAa1wZwrAtL9zNh78N1Ugzk/5UQm/+y4Jz/QYxbwLirT1Zj6S7CuTqGCp8jeN3z9tqvcTL7Fury09QEKje5LzfHgcRSHXVtwUqHIiIiInJHOH36NACH+06VZbyWxiVOXGwty1jVpra2wGSig974mYrFYIyPfKmRz6RPsUSeEB6HAo2Y5MsAS9y7TFf4QlkSbcOpe3gse3nVcwFc3lIzRNxbYLDmiWvKZrou1Lsn2Ffay7Oc3FV1zTw8/OzC5tciUpV20T+fIiIiG/fcc8u7krK/9PFNj+V0thL7vZ/HcX2EJys3odsqXjGLAxXfj9dS/BbRXAsAxpen5GWZqnuaqfgzJIMpzgZeyyn/I5t+Trwwhmv9YK77uGSgcXEfNfkIBwufuSGxBuCjRHvha1ya27vpOKqBtbCYqePc2ABFm6WpRU3CRURERLZDPl++nUXjk2FOXBwgGr1FP+EdKl6fJ11qrGgMIS+F60vT549jgDRFHs9P8sep5/iz1ClO5xo4nnwZ87n6TT/L5y4x5K+74XjcCfI9kX20+S8zFH121X50HdFJQqUkXaX2TcdRDXzWR2epmcOmm86WLu1aE5FtoZ1rIiJyx8v+3l9tegzn8B4iP/NDND/+57tux9rV3EKGnD9OmNX7PWyHFnuBBdNFc/IQ07ETsLLq04VUeIJUcIKWxNFNP6eJEXLFKCweYqr2+PJzjEtz8gABO8++/Fdven+DO824hVQ+RiRw875t1apQ8jOfqGc+E8f1GwbvegU+n1aCioiIiGyHUqkElGfX2unzTVh/lKF9iwQClV4utzVqaopYN1rpMNgbeRxrHiKAjycKE1eO5zH8c/Yie3z1eO4Q9cFvbvI5T2DsS3jEdvIv+VEAut0YLwt30xV6mvrg/E3v742dIZ+6n8tmfGduv7AQsTV02nqijo+meBst7XtwnDurT7jIRlnjYE31/P+kmmLZKCXXRETkjud/7UN4D9xF7qN/jp29vaSRd6CfmpnzuzqxBmC8IEEqnyjaW/gXRtzDOIm7SAdnWAqNvjAhdAFsWZ7TaU5gi2CTB5mOnaRl8SDx4im6zfF13d9R/BqX5l/Gvuanyt5jYasY65AuxJiZrSdTcmnuOsS+5nZNUkVERES22czMDADnxnoI+vN0NU/c4o61FYiyZ2Bp1ybWAPJ5F+za/ce2i+cW2Rf7Gr7UfQz49/O17Chj5oU5VMQNEHI2X8bedWF/9Buw9BApWkmUcrwk1M6eyDcJeelb3h/yUgTNHAOmh/PupVteXy0869FgYrRSR8Sm6Rl8CcGgytaLyPZTck1ERO54vq5W6GrF+43/DMDS2//LhscIvf5+4o99utyhVR3XlCj6QgS49WRtq3WbY7SbU5x1HqEmdwTrGnJekqx/AccplO05XeYECbuHlsRdNBa/Tbtdf8nPeneO2cJlLs3toa/pdNliKidrIV8KkVyKkUhHKRgH17P0H3g5gUCg0uGJiIiI3LEaGhqYnp4mkw+TyYdZSMVprZ+mOT63oXFKBnBdgsHdm1gD8DwDVdJvy3MN+2OPk8jHCbqHKdku0qbAqcICrb4wtf6xsjzHdWFv9JvLPd38RfbGvkHAXX8p0T3xZykkX0bEREi5Vdor2kLERmghRsyGCZCnNlRHe+8RlX8UkYpSck1ERO5ohw8fvvLn6elpJicnif7xL288wea6wO7f2eMWMhR8kapIrgF4FNif/yIAeWoYKx5iKT9I0Kze2Pt2DeW/gMEjxOKG7+1xjnG++JqyxnM7ssUwc/N1ZAthDMtJNQsYHKwt0Nx5FwN72jVBFREREakSfr//mvnKsWPHmJxvJl6zSMC//h1a1izPVYxh1f5bu4XnAVVWbSEeSBAP/CvGQKrUSF12gJKpJe5/smzP8NwivTVPEfElNlwtw3UhaGaIVTq5ZiFuY7QRx7MeLsv/VbqAiyVkc3T0PUQoFFJFDZFNsmb5VS2qKZaNUnJNRETkec3NzSwuLpLJZPAd3Ufp6fX3Nkj9tz9g4n0/RseXfodQYnwLo6wc43oUw3WE7WylQ1lVgDR9pcfJl47ho3yN31fGvl0ulfukWDI+5pP1zKfqKJo8HX0voqO+QRNSERERkR3o8OHDHDt2jNOjg+zrOovfK63rPs8zhJ1pzp5qYO+BjS8W2ylmZoK4JlPpMFbluhBzZ9nvnyVbrMFzy1u+Mua/eX+1m3ItlVooGjJB2mkgTogIeboHH8LzPM1XRGRHUHJNRETkKoODgxw7dozwz/4IZmaB9H/8lXXdZ85fJvfPj5M48Aihx//3FkdZGbNHv5NAcRLXV93LigJU14S6QBjX2d6/s1wxxMRMC5mSR7yxkz2D+7QjTURERGQX6OvrY3h4mFOX93C4b/2LAQd6Fzl2oZFSCXzVUTmx7KYmwvTXPl7pMG5pPf3QtlPJBig6uW19ZqOppd02UEOW1raj1NU3buvzRUTKQd+yiIiIXGel9IrbVLeh+4qPHyfVcWALIqo8AyR77qHH91SlQ9lxioRwWd+q4nLIFUNcmOyhY/+rOHDPd9DRc0CJNREREZFdIhqNXpmvHBvet6F7A3aRyxdrtiKsikskAlhTqLrE1U5gHT9FyruT7mZaTQODJsLRfS9h34FXK7Emss0sDtZW0WsHt1jRNy0iIiKrOHTo0PIfakLrvscZaAGcChYB3DqLQw/jKy0SIFvpUHYcB7NtHxbzpSDDkz3sOfwwgUBgW54pIiIiItsvFFr/PGVFCf9y091daGI0RHf0RKXD2KEszjbNV1pMPb0myN4Dr9QCQBHZ8fSvmIiIyCpWarxHP/a+W18cqyH6/7yT8NveTGjmwq785bo48AAdPk1Wb4dLcVuSa/lSkAsTvQwcegi/37/lzxMRERGRytmzZw8Axtz6c+bsnMepC22U3Djt3btvsZwxUCy5m+s7dgdzrMHZhllsi6mnz4bYe+CV6qkmIrvCbvz+T0REpCwaG5fLU0T/+Jdx2ptueq3tHQQsbqmwDZFtv2KolggTlQ5jR1q0TQR8W9vDYDmx1sPAoYe0Y01ERETkDvLcpb23LA+ZzgQoEAO7O7etpVJ+XLO9PcN2k5JbQ9rZ2nKazaaOPhtm734l1kQqzZrqe+1USq6JiIisob29/cqfIx/4KQC873kZzt0D117o93CLGYwt4E/ObGeI22q7PzQU8fOk7y084X4PT/m+h/PO3VtecrNAkEXaMWV8twtuG5HQUtnGu94LO9ZUClJERETkThIOh6/8uVRyKRm4OFaPue5DczCQZ7mrTRHP28HfYq4hm/XwnNS2P3c608yzCy/n+MLLeGb+EZKF+i1/ZqoYJ1OMlnVMg0fW3bodjc2mjn4bZu/+VyixJiK7ilfpAERERKrZ4cOHOXbsGADO3h6Cb309vswsiz/+P6n9lR/GtHWD42fMt0CCFHd1HqTx+OcrHPXOZ4BnfN/J45k5vpWdoQaPN8Z6SPg7OFr87JYk+nJEOeN/LcYt4ho/TcVv0WaHNz2uxcPnZjYf4CrypcCVUpBKrImIiIjcWQYHBwE4duwYxjpcHKkjSwuZfAafW+LiaAMGPxaPTvMo49zF4mKQurrdtcvLWmfbO1+ninEmcwfY63yRoJNi0bZxKXU/dd5ZOqNjW/LMsXQP0/kBChQJOS77Y1/Hc4tb8qxyaSrV0Y92rInI7qTkmoiIyDrV/MKPkXCS1AVriXzy/cw4S5z1DRPEI+VmwUAh3MbM0TfS9PRnKx1u2Rm2b/faBedepotFvpVd3gmYpsifJ8/z1mg/Pv8rOVL6UlmflyXGWf9rSdRcJBdcwDUeJB6grjBLiOQmR3fYipZrhVKAC5N9dPYfVWJNRERE5A5lny/1eOryHvx2CYciI+P1WIK0mqcJM4+PLH7y2FKOyyOvoKamQCCwe3awBQJFCrZm255nDJxLHqHPfYLg8zvmap0JhvgnzhRfQySTpi68UNZnXkwPMJvv5K/TJ8ljeMDfjpN8mEPxr5T1OeXUVIrTT412rIlUGWPW169zu1y/23onUXJNRERkHR51nsH4LB4+WrwGJpnlbtNI1PpZdHLcW2hn1KbBcfBSiUqHW3aBpRnGQvvp8k5uapynfa+iSD0OliDT7Ct9A48XVlsW8TPs3seC08nfJk7dcP9fLV3gnXX7mbdt1Dvl6wE36/ST9y+SCy4QzjURy3Tgc+YIsPnyMhYXl1IZonxBoeRfTqz1HSVWt/XlZ0RERESkOs3NzQFwoPRnuECKRvJECTPLpHOYmB1lqVRP0teNcSyOY3Zdacja2jyjbj15EyDg5m97nIIJcCLxII7jYK2hOXCB9sjoNdekinHOLR0i6s5Se918JODk6ONfOZ97KbXBr+CWcWVistDFZ9PnMcDDgU76/HGaAqfL94AyazC19BNl3/6XK7EmIruWkmsiIiI3sbIS9GHbg8XwdWeUMXcaz3iEnBYO0QTWJeJNEyr10Pz4n1N76ckKR11+bf/y+1x+zX/kZKmLvb5/vq0dbMfcR5gtRfn04gkCuDxU00Y++F3EzQWa7RjzNDPr28uZ/CLfSJ8hv0Zpl39YukQg9jDx0l/hlqn8S6s9wXxxD/GlfkLFGvryXyHCbFnG9tsUuVL41heu00pirV2JNREREZE73vzzybVzvtcQLY3RznEizHLReYCcv5UzpTeBBwEvT7YQZv/+2bImfaqB60J7Z4qzow8Rd87SGb+84TGKxuXk4ovpcI/T5FwgbeNcLtzL9PwAbcHzhPw5Lqb6cAnR7pymkbOrjhNx5okwzYnk3RyKf3uT7+wFtd4YDwbbafKFqfNm6K75WtlKQpY79dVgahmwMSXWRGTXU3JNRETkJhYXFwFo958jbet4SXEflMDB4Dh59ga+hMHDc4tMZ1qYvve7mLn3LQSS04QnzpDqPEhk7ASNxz5X4XeyOV4+Tc/f/woXv+sXOO57K4OlL1PD/LrvT1NPmmY+vbi88y2P4cvpMb6ZnuLhSBsNbidJU+CrS2dYMjefJI4V05zMJfAFX8mR0hc29b5WeBRwbJGaomFf/m/KWv7SUp4Jq7EOc4kmZlL1dPYfpVaJNREREZE7XjaXw+/laW9YZHK+l5PFPVgcsNAUnaOhdgEXg+vCyQttnD5ZjwXq6nKUipDPubR2ZInFqrt31600NOQJBEoMD+9nIdHKgdhTuO76F+KdTN5NgzNCk3MBgBonwV7nSyzaNqbye5jP+2lyJmjlOdxbfLjv41FO2O8kVYwT8cpT1aQtfJlksZumwElaw+NlGbPcAtZPr2mhHsNeJdZEqpY1y69qUU2xbJSSayIiIjcxMjICQNybIM4E7f7l5FDGxPCTwXXBfb6sYXN4irj5F1xKTDmdZCJ7aY1cZjx0D4VYE23f+OOKvY/NKgZqGHndfyKRX+CrpTzfEX0VLcUTdDnPrev+U76HeTQ9ecPxNEX+KbXxlaVfSo+xN3iAPCECZDd8/2oOFT5TlnGuV3QiBHy3vwvOWIf5xUZmluqpqY2z/+57NFEVERERkSva6yeJhVPEwsslzY2BTD5MJJS55rr9/RNk83N4bpGLY/UE/CWaag0Xh1vpH0gSiezcBNv8fICxyxFaS4+S9to4vvhS9kS/Rdi7dZn3ovHAxmh3vnzDuVpn4obyj7fiOtDNtzibvIej9f+6oXvXEnCzHIqXt+/0CrvJ+/3WT69ppg6Xjra7iNc3lCUuEZFqp+SaiIjIbQi7yVWPB9wcAB3Ri8DF5WtjCc66L6UYiOLll7YrxLIxuIy8/qd5Mj3BV0rLk9PR+TTfUzvEnK+FI6Uv3/T+HBEKNsCx3Pp3uq3Hs5k5vPBLOVr657KOW24WH77bKNliLcwvNTC92EgoUsO+ux9QUk1EREREbhALXzvHcF1uSKytCAWWe5IN9ryw+Gt6NsjMTIxweHFHloxMJAKMXq5hyPlnAv40MMYCk5xbup/u4FPEw4s3vf9M8gD1zqVb7kjbiFpnAr9DWXevVRvPenSbZhrw09F2kLr6xkqHJCKyrZRcExERuYVWb327s9bikccrLXDxjT+Ll1+i+/Mfwi3efqPt7TZ35A1kiktXEmsAGYr80eIZ/l39gVveP+we5Uyu/BPKr2cnORjaz7xtod6ZKvv4ZeO4OJTWfbm1kEjXM5Vowh/0s/foQ7g78VsOEREREdlSxizX0trs+qv62AJTiTAnl+qJ1mTp6V89MVetxi6H6XO+RsBJXzlW54ziYBnO3sXR8Dduen/R1tPqPF72uLqdJzi/9CCHar9a1UlLu8Gtaz7rW06qOQHam/fR0NSyNYGJyJawxsGa6lm4W02xbFQV/9MuIiJSHeLe2Kbud13D3ron6K/5Jn7/IsNv+nny4bryBLcNFvvu4w8yq5c1LFhLEf9N719ymjiVX9iCyODvli4y7L2Uai7RHSteZCbZccvrrIVEqp4z40PMpJsYOvJyBg68VIk1EREREVlVLpcryzhNDQUO9l+io3GCpSScORUty7jbIZXyMKUSEefGKhlhZnFusa/AmOX+yJ5T/sWPMWeaqDPDyeSRso9dTj6nRI2pufV11kdvqZWjtpv99UMc2v+IEmsickfTtzUiIiJrKJWWdxv5nfJMWmt8CQZqjxPjEnNH34DZKb+GHYcMq5c1nCpkGGX/zW/HY6K0NatfJ4oZzudTPOd72ZaMXw7t7jkypZtPVpOZGGfGh5hKNzB05OUMHXqlkmoiIiIiclPnzp0r63h1kSQH+0fI51zyeRdTzSvYnlco+HDt6omxgJPDddzlnmprSJXq8di6nXq9PIq1dWSK1ZuwDJhZ4qZ27QssdJsWjtpuDtQPcXDfQzS39WxfgCIiVUplIUVERNZw5syZLRm3PTLMqdaHufDW9xOaG6HzKx/bkueUi1sqEHU9lsyNCbZ/To3SXreXGaeHEMt96EJmORkZdVK4FChstkP2LXwuNUJ/4ABFPLw1koCV5CeHsbCUixEN3tirb3qhielUjANHX66EmoiIiIhUXF1wgtOnOgCXzq4l6uurt6R9NJrDOGsnhlqc5zix+DDWpq70xw44RXyuocbLMpXb2hLzrgMdPMPp5F0crb95ecpKaY+Okk7dw7iZuGEbhmtd9pluWgMBugZepB7QIruANcuvalFNsWyUkmsiIiJrKBa3JlHjuXkO1X4JgBOll7Ew8CB15x/bkmeVQyAxwVAkzlO5G0tDZijy0YUT9PtjNPlCAATdCBZLxIkTdjwezVzc8hjP5ReJ+e9lyHxzy591O/pK/8rwwssZaDhO2L/cC8JaGJvpZKno5+Dd36GJqoiIiIhs2IHuU2Ufs7MjTSdnyRc9Tl8eoL5+ruzPKBfPA5y1F6i1OOdo4CIJp5sSQQCM9bAll6VShAhJ2nh2S2Osdy4x5hyhaDw8t/oWA0a8RSJmgsOlfRxzX/jfk9/62W+66WropKlVO9VERK6n5JqIiMgqJicnt3R8Y+Bc4l5wHWomTm/pszYrPHGGB4dexFM3ueZCIcmFwo27srbLNzKTDAYGK/b8W4kwS7xwgsnFLvoaT2Osy6XJHmwwyv5DD1U6PBERERHZYY4dOwZAKltDbc1S2cfP5gOcG+0iUlOeEvlbyecaMraWsLO46nnPKdLIhW2O6loxZ5zhpT3sqT1Z0TjWMlh/iucWmwmZEFk3S9iE2Wfb6evYTyxeX+nwRESqkpJrIiIiq5iengYg7G7NKs2R9H6cTJHeL/z3qu+8Fh15mtCBV1Q6jJtaMkWMdTC4uFRnTYF25zSnigcpGo/hyT5izZ20deyrdFgiIiIissNY+0LdddfZms++50a76erNEI9Xb0nIFTWREguJdsLe6sm1atDCaU6VXlrpMG4qasfoKrUzxTR7bCP7hl6E5+mrY5HdxloHa6unck41xbJR+hdSRETkOrnc8urMg6G/Z6sq9QW8DMWSU/bEmgGW+u4HUyJ66ekNJZpSLYMkBx7AvzRP/XNfxDXLE2nr+rA3KbVSLYrWYvBwqc4vAHyUsLbAmcmDdHYNEm9srnRIIiIiIrIDHT9+HIDDvSe28CkGzyt/4i6fd0kkgkQiBWpq1l8i0RiYmQmTTbvU1hWpq3thR53jQs5Gyh5rOQVI4Ti+SodxU+2xERaT/dTZPPv2PaR+0CIit6DkmoiIyHXOnDkDsGWJNQCLH7eQLeuYxvUYef1PUXABa5m9+010ff7X8WdvvoLTAGOvehf5aCOP5hIcaGhjYfDFOBgcazGuxxcXL5c11q3gOg6urb4eBgAGH2P+u3FJM7DnQUKhUKVDEhEREZEdrKl2Zouf4JQ9uZZM+rk0HMUzc0w5cWpqSvTvSd3yvkzGx4VzMXylBDEmGEv0MTpSd2W+Zo1lr/dMWWMtN4O33HS5SuVKNYwtDRHyTbFn/6vUD1pEZB2UXBMREbnKSomVweBXrzluDCRMJxaHBm/ziabmwCXOND1C0QvhFddOsuWjjRTDcbxMgsDS7E3HnL7/u5klxydSyyUtjzgRXvX6n6Lp239L7fATa9439uqfYD7g8bHkeQAeBchMAeACPlwKVVpq8WpFaygSIkC60qFcI08NI4GXEKpv42DH/kqHIyIiIiI72Eqvtbb66WuOF4ouC6l6IqEUNcHNL+ILewkmJ2L09K7dz80YyGSWv1oMBovcqoLgyMUI/c5XCHsJAE4tvYJTz9XSv2eJQGD1+UY+73L+XC3txa9T719OKLaz3LPa2OWklesWcas8F+SSr9qEVSLXxGy2jZ59L8Xv91c6HBHZYsYsv6pFNcWyUUquiYiIXGWlxMrl/GFqfTNYwFg/86VOPJOi5IYoWT/N/s01xPa7eSL2EiNv/Fn6P/P/u+G8cT0uv+Y9FINRMHlwPXB8NBz7J2rPfX3VcpKp9gP8yeL5Kz8/Y1NcSJ7nnUfeSLL/fhq+/feE50euuWfq/u8mF47ysdTI9cMtxwGYHZBYAzBYDNVVaiXlNDIauI/+PQ8SCAQqHY6IiIiI7BIXpzqoCWYpGh+5fIB0NkwoP8F0oJv93WfYbEW/nvZ5To9EuHShhp7+GxevJZN+Ll2M4pSWyzNaJ4Lnt/T0pQiHS6tc72FNgbAvceXYPv+Xmcp3c+bUPdQ35GhpTV+ToCuV4NyZWhoLT1MfuHGnnuuAS3VWrrie6wBVuHFtcqmXtA0zcOjVVZv8ExGpVkquiYiIXKftwt8DhkTbYVxTxM0u0jvxRULZaTI1bVw68EMkTTNNvmGi7tRtT1y7Y2c4udS96rnxl72TUQp8KnnuyrF6N8A7DryUucOvpfb8YzQ8+w9Xkmyptn1giuSvS4QlTZEPJc/xMn8t9z7yo3j5FLWnv0aq+wj5eBvGFPjNNRJrO091TQaTTivjgaPs2fcQPl91Jf1EREREZOcZGVn+3D545qPMxw+RrOvGl13Cn0syNPOvuBguD7yFU5f3EI8mqI8sEg7mbjHq6jzP0N68wOxiww3njIFLF6P08RVqvBeSZVO5Hs6fuQufz6GzJ0Us9kLia2o8RKM9ecNYLf4R6uw0IzN3c2quhWgkT6S2xNy0n0LRI1o8Q2vg4m29h2piqiyxZq3DdLqbtA0xcPD1lQ5HRGRHUnJNRETkeSslVurmnn3+P4/fcE04PcHQtz7AdMdLGW+/ixJ34zlZegNPEHTXX47wwvwB0r6OG3aSrSiGY3ypuHDNsXmT5zdSo4RweWfPQRYHHiR2+RlCE2eYvv97+HR67XKVXy0s8tXCIoP+GG848AjDhTSfTw7fkIzbyUKOS8AmKx0GADlijAWOMKTEmoiIiIiUSSKxnMgKFBdpnf0GzH7jhmu6zn+GvBdjsvs7uJhsxzh+YuEknY2T614UWCy6nBnpoOTU0NO7xudra6lxE9ccavFfooVLLBQauXThxfh8Di3tWbJZl2zWpc+3evWPgJNl0HsUY13GF/cxnWyj0/c0EWcKd5cUf8hQj6mi/tDT6W5ywU76+x6odCgiss2sWX5Vi2qKZaOUXBMREbmKl0vc8hoXaB37Gq1jXwNgpvEI5/pew97gl/Hc/C3vny30kPa66P27X1qz31ogOcP31Hfg+QLguHw6eYnJUgaALIbfSk8QYIr/s7WHSPsQf7V4iQluvSr1XCHJhwvVkYAqt+WyMJVngdHA/QzsebESayIiIiJSFpcvLy+kO3DiA7e8NlBM0n3hr4DlnmSXhn6AC4VuBjvWV7Hi9Eg3NTGXnt65VRNyrgs4DieLr8a4EbAFDvr+4cr5Ov8sdfw9KdvIpZF78Eiz1/fNW/ZFcx1Dp/8EcGJdce4kKdoIutUxD8uValgqxhjY94BKQYqIbIKSayIiIrywa23Psd/e8L1Ns89QqG3hTMMjBNwlHAz1vjHqvdEbrk0WW5gs7sfLzzHyhp+m+59+Ay+7eMN1rV//I0JDLyV24QnGXvFOYq7/SnJtRR7DxzPTN9x7J+ryIlgKlQ4DgLTTRMHnU481ERERESkLay0LCwu3da9Lkb4zf8yZA+/i7FgPPreE61jaGqYI+q/dSWUMTMw3g+snlSwxcrGG3lX6rQH0DyTJZn3U1c1z4njdqtdEnFkOeP98W3HvNgnbTEt4stJhADCT7qRr6GVKrImIbJKSayIicsdbWQXae/KTtz1G+4V/pnbmNAV/HOMLMN7zymuSa8bAmfzLwULbqb8gvjTMdOMRLr3+vXR86SOEEuPXjOeaIvWnvsz8gVdQDMU5e1XvNblRgy+IR+bWF24D1xZx7I1N3EVEREREbsfx48vl6teza20tgyc+SjI2QMkXIh3uZLTUy8BVO9lS2RAXp7oI5qcYPP87uCbHuT0/ypmTMQb3Jm/YwVZTUyQUKnLmVC3h0kh1lJCoYgVChH3VsXPNpYi1VdYETkS2jTUO1lRPcr2aYtko/eoTEZE7WiKRuLIKNJwa29RYkeQl6uaepWH6W3h2keHcfZjna0enbCNY2POtDxNfGgagefYZWk//OWOv/HcsdRy8YbxsXQdz+17J/0qu3ptAXrBQylEkWOkwnuegqaqIiIiIlMNKhY2ukb/c1DguReLJ0zQsPEPb5BfIFoIspGJXzk/MNdM0+iX6zn4Kz+RwgaGzv4+7OMHpk3GKq7QLu3wxgpNfoN//7U3FdifwyJEzNZUOY5njKLkmIlIGSq6JiMgda3Z2lpGR5dWa+7/1P8o6dv+TH6WULXIy9xqmC/2kTBPBpfEbrqvLXKb31CeZfNH3M/ng2zBX/WqeePiH+dvFS+TZwd1dt0kBSzV8rLE4jAXuZmDwpZUORURERER2uJXEWnzhOLGl82Ub1zN5+s5+komZRk5f7iObD1Ao+oknz95wbd/FPyc6/RSnTtazsPBC2fNMxsfikp9B37+WLa7dzMFgbeX7MWdLEbKlEOFwuNKhiIjseCoLKSIid6Th4WGWlpaA8ifWYDnN0/fsH5H3olw8+iMYQvSM/NGq14ays+x95je4OPT9DH/X/xcvm6AYimMdOJ/Olj223ciPA1WwX2zSdxA3ElO/NRERERHZlJXEWmTpAh3j/1D28YOFeYZO/BbzsX2cL70eH1k8s3p/tfapf6F+4TmGzdsYHw3juoZCKUi9OYGrbxbXxeLiOJUtHW+sw/jSIN37HqloHCJSWdaCraI13Dt5I61+BYqIyB1nfHx8SxNrVwsUlxj61odveZ2Lof/Mpym6AXKRdvLBOr7V/rItjW03ifn8uBQqGkOGehJeG/t6769oHCIiIiKys60k1trH/pG6xLEtfVZ98hT1J07d8rpQfpb9pz5M3otT8Mc43/0man0zWxrbblIigN+t7MLJqVQfwXgTfr+/onGIiOwWSq6JiMgdZ3Z2Ftj6xNrt8EweL3mRbKiZvKnsysadpNVXQ4OZrNjzDT5Gg/exZ+/DOM7ObcYrIiIiIpU1MTEBQOflv6E2eabC0dwoUEwQKCbA8eGRq3Q4O4YhQNhdrNjzlwpx0ibEYPeRisUgIrLbKLkmIiJ3lJVVoNWYWLtaKRAlbVfpGi6ravKFqbPTFXv+mP9uwnWteJ4+WomIiIjI7ZuZWd4NVo2Jtau5+AiQqnQYO4bBwa1Qi+iS9TGd7qPvgCqjiAhY42BM9SwKtlUUy0ZV6J91ERGR7ZdOL/cQaL785coGsg5OKY/n6Nd0JRhcstRiWd8HvCWnmZQbp6tj/xZHJiIiIiK72cpCwAMnPlDhSG7NYilpzX5FFI2fvAmt+/qJpQFqm/vx+XxbGJWIyJ1HvwVFROSOcf78eQAaJx+tcCTr4LjADu7qus1mShkW/K3E7eiG7jO4pJ1mUm4TxvGx5GsDShjH4FqPgEnSWXhqzZI3JTzGA3cztO/hMrwLEREREblTJZNJABpndsBc5Xk7d6/B9nOxGOPiumZD9xVMgFShjnwxRN6EyZsQDjlwLNggMf8MjeEx1qpMv5hvII+Prta+zb8JERG5hpJrIiJyR1hZBbrn6V+vcCTrE1k8T3vLiyodRtULOC7tXg1+x2XJ18qM2YNxPCwOfpNj0euk6ASxjovP5qkpTRM1M6TcBlK+NkqODzw/nZ1HcRyH1mDwmhWdExMXmZuap6W0epP3Mf891DV1axWoiIiIiGzKxYsXAWiZ/lqFI1kfp5hkLtBHC6crHUpVy9koeSKAw2yuC59TwBgfFvC5JeZyXXhksTgEnAwhf4qQP0Mi00jO1AAFgvEu6jv6cV2XUOiFHWvWWs4e/wp1oWk8p3DDs0vWYybTTf/Bl2/b+xWR6mfN8qtaVFMsG6XkmoiI3FG8YqbSIaxLTWqMkFPiFeEOvpwZq3Q4VemuQCNHQjFa6qKk0xmwDsH+t+I+38wgk1miwe8nXtcIQKlUIpPJMD7+DOGaBvrahm6aFLPWsjh3kb7SRXJECbJ0zfmk00rajdHT0r91b1JEREREdj1jlr9Z7D//BxWOZP32XPobzg3+n4SZJ+ZUrvdxtSraIOfNUZacKNFYAyaZJhfcR7y+G8dxcByHbCpJf2Pzlb7N+XyexYVJpuZP0dh2D+119VfmNqtZnJ+jxk1h8FGyBp9Tuub8xNIA9a0DNx1DRERun5JrIiJyxxg49pFKh7Ahh575HXx3/VsWTCPfzs1WOpzb1ulFOOSvx3McLhVTPJefY70LkyKOx6A/TsTx6A1EKdoSOWsIOR5tdUHuGljecbaaaDR6zc8+n49oNMrQ0EPrenaxWMQaj0uBhygQpjf/dcLMA5CllonAUfbuVzlIEREREdmcCxcuABDK7ZwkVbAwT+/Fv+Bi7/dykM/g7tAakcY6TDBE0tQDlk73HFFnfXMvayFDA3O2lTwhUrYJ12ZxHCgRpKf3IPvidWvef/18JRAI0NTSTVNL97qePzvzNJ7j51LyEB4FemufxXEs1sJcrpMcPrqae9c1loiIbJySayIisuutlIQM5OYrHMn6GWCx8S6sG2DJ3FjiYyfo92q5O1hPfQ3cP/QiXNfl/PgZDk3VkjWWqM/HYqmEg2WymONscYH5Uh7zfK+5Bl+Q74x0cLC7n0ikFr/fj8/nw1qLtRbXdddMrJWD53l09R8lEAjgOA7nTmcJmCyx0gTzvgEaWvZpFaiIiIiIbFomszOqa1wt569jtvYAzrqXzVWXkvUYtftYMK1EG1vZ09aPtZZnTtUSKBZwHIvBw08Gi0ubO0yEBQJO6soYo/YAM74e9vYexufzXZk3wPJuxK0uHd8z8DLy+TyhUIixkW9yYfEIUf8Cfl+Wqdwg+w/evaXPF5GdyVoHa6tnRUQ1xbJRSq6JiMiuZu1yoiY6X/29AIpemPm6g4x1vgTcEJOFLM8ujXG2sFjp0DbskVA7B+tquHfo/msSUENd+xnqWt4V5vP5KJVK+Hw+Lk0Nc3BmjMWsj7P5RbKUuDtYz0sO34ff779m7K1MqF3/nEgkcuXnfQdfQTabJbk4T3H6PI2NzdsSh4iIiIjsXsePHwfgwIkPVDiSmzNALtjKeMO9pGv34HOg1plgiC/uuF1rBRvkZOkltHTs4UhT+zXzi/sOP4S1FmMMjuNgrcVxHI6d/TbFbJZaZ45aZx6Djyk6uPfAA6vOT7ajJ7PneVdKSnb1vhhrLfMz08zPHiPsn9FCQBGRLabkmoiI7Gork9Wu839Z4UjA4JKraSWYHmdlmlP0ajjf/51kot0UrcN0Mcsz6RkuFJIVjXUz7gs0c6Qhxt1D9615zcokcOU/e1v76W3tp1gs8tJslnQmQ31d3Q2JtUoLhUKEQu00t7RXOhQRERER2eFWKjJUi7xXCxgCxRd6DS/U9HO5/RU4/lp85Ig5M3TzJYJOunKBbkLJ+jhtXszAwN1EY7WrXuM4zg3JsSN778VaSy6XI5NOUbKWexsat23h33o4jkNDcwsNza+qdCgiIncEJddERGTXWikH2TT61QpHAos1HQzv+0FSpkTIWU6tOc5ynf6TuQTPJi4wb/IVjnLzDvrruTse4eiee2/rfs/ziEajN/QfEBERERHZbapp19rpzjdRig3gUMLgwwIO4FKg0zlDPcO4zs4sAbnCWJfT5sW0du1bM7F2M47jPL/YLrQF0YmIbA9rll/Voppi2Sgl10REZFeanJwEoHH86zRNfL3C0cCFfT/A3ycvMVJM3friKuXiYLFcv7a2zg3Q5oswFIjRFHZ48MCLq2oFp4iIiIhItVlZCFgNibVMsJlSrJ8Dzmd3dALNWPeG+I11yVHLpO0maZqoa+2muaGtQhGKiMhuouSaiIjsStPT0wA0j1V+11oq0kXGsKMTa92+KC+LNGMxJIuWtCnhd13qfD4C/hKxUJgjg/eorr+IiIiIyC1cunQJgJbJL1U4kmXnu76TNufMjk6snTP3sGjq8WEJOilcDHlC5K0fPI+G+hbu6hjQIkARESkbJddERGTXGRkZAWDvk5VfBQpwdvBNfDMzVekwNmVfoI6HDt1LIBCgVCpdafC90jNNRERERETWZ3FxEYDGuW9VOBIwgOOP00jlFyXeLmshaRq49+jDWGsplUpYa/H5fFr8JyJyHWscrKmehQbVFMtG6RsxERHZdRKJBACuLW7L8xZqhxgf/E7AxWfSYC0No4/SNPv08gW+CKfyI9sSy1Zo8oVo9fvx+/0A+Hy+Gxp8i4iIiIjIrc3MzAAwdPq3tu2ZZwe+j6LXCg64Ngu2QM/FzxDKz5MNdeAji7tDv9s01mWaQXyhIIAWAIqIyLbRbxsREdk1rLVXmoLvffLXtuWZBpgceAPHfCMkSRPzRXBxGOp9JYVoE42j36Rgl6/bSfy47PPXcSAYJ+yVONw7pBIqIiIiIiKbMDo6yvz8PABeKbMtz8wEmyn5mtjz9V/D+KPkQg3kYq0M97+DPWc+zuXmFxN3JrYllnLK2Sjjtp+EacF6Pu7ee1+lQxIRkTuMkmsiIrIrnDp5kkJxeafavm/9Cg52Q/fnvSjDh95ByQ3iWEvb+b+nbvHsze8J1DJ84O3MuVmSbhqAJMt91b7NOR6ov4u89XGpsHQb76hy7go0clcoxmB7G10tvSqlIiIiIiKySceOHbvy5wMnNl6+fip+F3NtL8Ox4JBj4Own8Ux+zesNsBDdy1Tn62h/7i9wAbewhFdYIpK8RC7azmj7K8nXdNLEF27jHVVG0Qa4YO4mSYyh3kP01ca1CFBEZAOMWX5Vi2qKZaOUXBMRkR1vZaLq5RPsefa3b2uMC4d+mHPeAhO+OUImwD2DbyH69IdvmLAuRnoZ3/MmjBughGXcnWPEN33DeEW3yKKbhaa7uZDcGSUhHeBloQ7uaqrlyMDdmqSKiIiIiJTBynxl76nfxGdyG74/569jrvXl9D3+OwTySab6Xsn5PT/E3tO/d811BhjteA2p2D6w4M8n6fn2HxBKTd4wZvP5z3PhgXfjOh4BJ3tb72u75W2YU6UX09N3F3vjdZUOR0RE7nBKromIyI42OzsLgD87x+Dxj97WGEUvTNH1M+GbAyDr5pm2CcL7vpe6yafxFbMk6wdJ1u8l7/g46Rsl6aZuOe4x9yIP2aNMlNK3Fdd2qnX9PBJq52BbA3u7D1Q6HBERERGRXWElsbb/xP/ccHWNFeOtLyU+8QyBfBKAluEvkWi/h0RsLyVfGH9hkcnWByj6WwgvjjLwjV+/6a42AK+Ypfns55nc95bbimk7WQuLtDJcOsTQ4FEi0VilQxIREVFyTUREdq5iscj4+DjAbSfWAKY6HmH+umTZWWeMcKiP2b6X41kfSTfLqDNGyt1AbwQXSoUsuSre4+7D4eFQG33BIHf3HyQWj1c6JBERERGRXWElsdYw+8RtJ9YAspEe2k58/JpjHc/9BVNDb8BXSFPy11A7foy68f+NV1z/wr7o3CmmTBp8tx3alsvaWs6beykGarjrwD34fFUcrIjIDmBKFuPc/u+kcjOl6ollo5RcExGRHevkyZMA7P/W/9jUOIsN+7nkXLz2oAvPusObGhfAYAi7PgpVmGDz4fDmSA9393bR2dxT6XBERERERHYNa1/4srB16su3PU420IhbKhHIJa45HklcpP+J37ntcQHcYpbl4vDVKWXrOV26lyOHHsTz9BWmiIhUF/1mEhGRHWl0dBSAPU//xqbGSUV7KDoOWffmZVNuiwEfHoumUP6xy+ChUBtHuzuVWBMRERERKbPjx48DcODEBzY1zuXu11M39mQ5QrpBsvkwLhvvAbcdStbjvLmXo4dfrN1qIiJSlZRcExGRHcday/z8PKGl0Q2VPQGYbnuQ2faXYHFxTZaSG+KE79KWxHnY9LKUn96SsTej1vXz0lA73XE/nS1KrImIiIiIlNPCwgIA+zeYWDO4nNvzg5R8dQA4GLzsEg2XvlrmCKHoBpgcegN97jfKPvZmWAsJ2rlUOkBH96ASayIiZWbM8qtaVFMsG6XkmoiI7Dgrq0CLgQAGF+MGcE0W9yb3FN0Q5+/6UTKun6d95yhSJOILkSLLTW+8XQZiNsxvpEa2YPDb4+JwNNDE4XAN9wwcJlZbW+mQRERERER2lVwux+XLlwGYaHqQ1pnHMG4Iz2Rvet9cZJCprjdSO3WcljMfw3g1lLwQwezclsS50PkgPuapcea3ZPzbUbAhzpn7yPlrOXLwPlx3KyZqIiIi5aHkmoiI7CgrTcG/4T7NQKCd/D3/EYvFwcG1drllgDVYxwc49J38YwCG97+dS+40o76ZK2OluPkEdzM6bDOFYuLWF26TGsfjDZEuehojHOi9C8ep3t4KIiIiIiI7kbWWM2fOADD4jV/j0t0/ypmGF+GYItb1Ya/6CO5YgDz7Tn+Mi12vIRfeQ++Tv0swMwuAW0xvuErHRiQ67qbb99SWjb9RC7aN4dIh+voOUh+vr3Q4IiIit6TkmoiI7BgribXn3PNYB875xjnnG3/hgue3kru4GNfQYOLY/W/HYjnpu0TCTW1brO0mzt9kJrbteWsJOC7tvggvrWnivsGD2q0mIiIiIrIFrLVXKmzs+5f/BsDAE799zTXL0xUXXBfXFBk58oOc3PcT+HNJBr7xIVy2pzaWcT1KXqjiu9ashRJBLtv9zDvN3H3Xi7VbTURki5WspWRspcO4omSrJ5aNUnJNRESqnjGG5557DoAZFlhwkqtf+Pw8zDw/KZ1zEzzqbv/uMddAAI+xLVxpuh4DXi0PRxoJBA0P7HtAE1URERERkS0wMjJCIrE879j7fGJtNcufxl9odtP9zJ9sfXCrmO16GB+VTawZ6+OCvZtFW0dtQzP3du2taDwiIiIbpeSaiIhUtdOnT5PP5wH4hvsM1qn+FS3NNGCKixWN4d5AM/fWxXjRvhcpqSYiIiIiskVWqmvACzvWql2y9RBd7rFbX7hFStbHKfMwdW0D7GnpqVgcIiIim6HkmoiIVKWrd6sBfN33dAWj2ZhmU8vXs5Xpt+bD4eXhDgZrA7xo3wPqrSYiIiIisgVGR0eZn1/e/dV5/NNE585UOKL1MUDRHyHMbEWen7W1nCndR3v3EM0NbRWJQUTkTmZKbFMR4vUxpUpHcPuUXBMRkapz9erPb7rHKDo75zetz7jEbJhvFy5t+7Ojrsfra7o43NNJZ7NWgIqIiIiIlNv1iwB3ym61FbM9L8dHErcCa/DmbCcXS/s5cuhBPE9fSYqIyM6m32QiIlI1xsbGmJubAyBJimd9Zysc0cbtsR1M5Ka3fRVQnRvgDZFOHhg6RDQW2+ani4iIiIjsflcvAhx47EP482v0gq5SBljoehGDvi9t+7Mn7QCjDHDvkZeouoaIiOwKSq6JiEjFpVIpLly4cOXnnVQC8mqucWkwMf5Xemxbn1vr+nljtJOXHr4Pv9+/rc8WEREREdntru4DXTvxbdrP/G2FI7o98x0vxnHSBJzstj530vYz5gxy78EXK7EmIlJhxliMYysdxhXGVE8sG6XkmoiIVIy1luPHj1/5+Rvu09gdPNc6YLqZz01R3MZn1jgeb4x08fChe5VYExEREREpo8nJSaanp6/8vNNKQF7NuB5zfY8w4H5lW587ZzsZRYk1ERHZfZRcExGRbXd9Uu1Z9wxJJ13BiDYvVAoQd+p41Cxt2zP9uLwu0sUDew4SCAS27bkiIiIiIrtZIpFgZGTkys87Oam24vKhH8D4AjhsXz/rlG3gotnPvXepFKSIiOw+Sq6JiMi2urpPwYgzwYg7WcFoysM1cJfppyEywkvdNoK4fDU7u3XPw2HQX8u9oQaO9vURq63dsmeJiIiIiNwpMpkM586du/Lz0L/+D1xTqGBE5ZGK95Ot7aS99hLnkq9hwH6B4BYubizYEBN2gBnbztFD2rEmIlJNbGm5B2e1sNu35qPslFwTEZFtcXVSbdSZ4qI7XsFoyqfZ1DNYaqPeP05HS5oWcx5GB/Bc+GK6vAk2F4cD/jqOhOpoa4iwr/sgPp+vrM8QEREREbnTlEolTpw4ceXnoa/9Eu5O/rbvecb1mNj7ZpYah+hrPktNIIPPLXI+8R0M2n8mUOYEW8GGuWQPkLB19Hbv5566RiXWRERk11JyTUREttxKYm3Gmee0e6nC0ZSBgTgx9phWwqZEf+dlwsEcAJ5rGOo8i708hIePz6enNv04Fxj0x7kv1EB3c5yhrv2apIqIiIiIlIG19kpirfepjxNa2vmLAI3rMd/xIHM9DxHwz7G/+RiuawGIhxcwZoRzyVfTZR8j5mx+vlKwQUbtPuZsE3v7DrOntm7TY4qIiFQ7JddERGRLrfQqeNR9FuNU08bzjXGNS49tpcHUECSAz2ZorpuhueHG1Z4+F4a6zhGe7uBQzQEWiikezSziAnOlPNPFNMV1PveA18Dd4ThtDRH29xzCdd2yvi8RERERkTvZSi/ond5XLR3rYr7zATJ1PRifH89N0t90lpA/e8O19ZFZPF+eicX7uGx8xO0wIZK4lAiRIEASdx1r+Yx1OWfuJ2mj9PUcoL++cQvemYiIlJMxFuPYSodxhTHVE8tGKbkmIiJbZmpqikQiAbCjE2ttpQb6TCsxb57G5jmioRS3ynF5rqGv9TLGwHSiibaaBhwsReNRKHqcys7y2aVbrxI9GKrllfc8qJ1qIiIiIiJltlJho/fJj1U4kttnXI/Rg99HJt5FXXiKttoLBL38Le+LhZLEQsfJFwNMJjtJmDasdSgaPyXjo9d+jRpn/qZjFAmSdKLcd+Sl5Xo7IiIiO4aSayIisiUuXbrE4uIiAF/3PV3haG5P3ETYV+oiaLMM9lwk4K13v9kLXBda62euOWYMBCb66A1E+O25Cze931irxJqIiIiISJmtJNYaRv6VUGqiwtFsnAFmBr6DhfZ7Cfun2d907JYLAFcT8PJ01187J1nKxbg4/wiN9jlanLM3vd/anbvjQEREZDOUXBMRkbI7e/Ys2exy+ZHL7LyeBTFTw/5SFwFboqd9glg4U9bxXRf2dAwzPNXFD5Y6+ZPE6NoXK68mIiIiIlJWK4k1gLqxb1Ywko0zwGzvy5nvfBCfm2Rv23E8t7xVQqLBJEMtz3Jm6i5idoqws7jqdZqqiIjsPMaAqaJ/wM3OLXSFGreIiEhZHTt27EpibV/91+k0jQTMzlnL0V1q4a5SD731oxwaGCl7Yu1qPU2XafXHtmx8ERERERG51kpirbNpnIaaS1w+8kMVjmj9im6Ai/f9WxLdd7G3/QT7OobLnlhb4bklGmqmmXQObsn4IiIiO93O+bZTRESq3vz8ck1+1ylyoOHrANT5Rum1bZzhclmeETZBwgTJkCPj5soyJkC9iTFU6iBkM+zpGcbztn7pjOuC60CbF2aiuHVJPBEREREReSGxdqj3FI4D9VE4vtRM0avBK6Y3Pb5xPbKRNgrBOLGZE7iUb04xMfRGFlsOEwlM0Nt8qWzj3kwsNMd8eghjl+ctN1JJSBERuXMpuSYiImWRTCYZHV0ub7iSWANorp1mdr4dfJsb3zM+jpoBQsbiI0vOifKYe3JzgwKugSHbRaOJ0d8+SiSU3fSYG9HZNMrbbC+/PnNy9am35qsiIiIiIpu2kliL1SS5uqVxwEsy1/UgLcNf2tT4i437mdj3FhwnC46fzEQvbWc/u6kxATKRNsYPfjcm6NuSEpA3UxPIEA6kuVR4gD67s8pniojI6kzJYqroyyZTqp5YNkrJNRER2bTR0dEru9YONX71mnNBL4vfFombKAl36bbGbzBx9pY6aK6ZoL01BcCx82ECxiPvFjc+oIEm6mgv1REhTMw3Q2/v1G01AN+sWDhDrCbFD9f18PsLq6xAraI62CIiIiIiO9FKYq0mmKG3Zeyacz1tSc4V7qNp+Eu31TvFAOMHvptUwwADLWcI+bPkigEuFPfCbSbXil4N850PkGw5SDFQQ0vkEk11ydsaa7O6685yevooi7aFWmeqIjGIiIhUIyXXRERkUzKZzJqJtRXtNacpZA/xBKcxG1lpaeCA7aG+FGJP1wihQP7KqWhgkc5SMxcYX9c4MSK02XrqTQ0+XPw2RX18keb6sYok1a7W2TBOKjvIQX8tzxVWbxYuIiIiIiIbt5JY62sdIRq+sfRjMFDEdTNMD76e1nP/uKGxszXNXL7r7biBDPtbj1+ZVwS9PMbnx7gerrn1YkDjeiw2H2Gx7RC5mhas6xDwJWmvnyEWrExSbYXrQk/9GS7OPUjE/j0+Z/t2zomIiFQzJddERGRTzp07B6ydWAOojy6Rzl/igdI+xu08484sebdw03HjJsL+Ujcxd46+vokbEmDNTRnmx1u5sEa5SZ9xaaOJ1lKMIAF8JkNtNE1T/TyhwM2fvd1cF/pbLvE608f5mSWyVxeI3Lm740VEREREKmolsRYNpVZNrK3Y0zPLGfaSahikfuQbxCe+fdN+aQaYHnwtiba7aY0M07jKrjLPWWKh7V4axlYvp5iNtDLf+QCphgGsL4DrpGiKL1EXPolvG0s/rkdNIE1deJYL2Vewx36x0uGIiMgmlAyUqqhKUqm6fuVtiJJrIiJy21Ymqwca/uWW13Y2jNNUnKd2vo0u20vR8XjGd4GMm7vxYgMHTR8D7ZeJhDKrjhcJZQmZPPcUB3nWHabolgCoMSH2m05C1iPkJGhumSMWTlV8d9qtBAMFmuKz/Lgd4Ddnz145rtyaiIiIiMjGWfvCJ+m+tss3vdbzGQ70T7CwFGMi9GKmB19NMDVF97f/YNVSkbM9L2ex/SD72o6vmQjrbJrmon0FxWCUlgvLCSkDLLS/iNm+l4FriAQW6K8fJujlVx2jmrTHL3Mmd4gpM0iLc+75o5qtiIjInUvJNRERuS3J5PLqzLrgOK6zvklV0MvS2zwMDDO3FMPJHOIZLpB2s9dcFyeKV0qumVhbcWBwnNGJCKHMXmzJ4mBxbZGWulmaG9ZemVqtWuJzLKZjvDbSzOdT04BaromIiIiI3I7jx48DsL/7zLrvqYsmqYsmgRlOX6zn4n3/N73f+ugNCbZ0wwDt9dM33WEWCaTY236cc84BFtrvw8FiHXCdDP3N5wj5V1lkWOX6Gk5xduYwdXacgJNGsxUREbmTKbkmIiK35eLFiwB0Rtc/Wb1aQzSJy7M4mbs4ZyeY8s1fOVdHjHBgfas3O9tSdHLu1hfuEH2tI+QLgzyVSTJtspqvioiIiIhs0MzMDACNtXN4vturN7W3d56zl2o5/+BP0vPU7xLIv1D6sRCuJxo8fcsxPNewr+P8bT2/Gvm9Iq2xEc4vvYK95rNosiIisvMYYzFVtPPYmOqJZaOUXBMRkQ1bKQd5sGHtPmvrURdNURN+EnfmEP2mlSJFPDx8TgBfNMHkfBPGuvjcEp6vRG1kEa/K+g+Um+cauprGeDt9fGjmZKXDERERERHZUTKZDBMTEwC0N0xvaqw9PYtMzuQYftG/wy3mcWyJkj+CdXzMp5sxxoe14PMVCfqyRIOJqi9Hv1kNkVkS2UYuF+6j3T5X6XBEREQqRsk1ERHZkMXFRWA5seaUYaFiwJfnYOtTlIxLthQh5EuRLUWYS7eTAxwnT8F6FG2IyfkmPK9EW/0UsXBq8w+vUrU1KaLhDO+o62KpWOloRERERER2jnPnlqtaHO47VZbxWptytDZdJJf3sLj4fVPMLdaSykfxOQbHgVwhzEKmkdFEPzWBJJ11F3b1osDe+tOcnj5K2o5XOhQREZGKUXJNRETW7bnnjl/Zrl2OxNrVfK4h4i6XWom4SSLx5KrXLeYauDy9j7roIu0NU+UNoop0N46Sye4hUEVb9UVEREREqtlKhY14ZLHsYwcDL6x6a65fpJkbn2EMjM81cmbqCL0Np6kJ7Lw+0OvhutBVd55L8y8CVp+3iYhIdTIGqmn5h6mmYDZIyTUREbmlZDJ5pccawKHGzZWD3Iza4BxR/zc4vfAS6qMLhNbZm22ncV3obRmhNNFX6VBERERERKrayMgIiUQCgD0dFyo2R3Bd6GyapTacZWRukH0tz1Ykju0QDSaJBRdwC5FKhyIiIlIRSq6JiMiaLl68SDJ57UrESibWVrguNIfPMTLTx1DHhUqHs2XCwRzR0FKlwxARERERqTrWWo4fP37Nsb2d5wj4K19XPRZJ4c43MJdqpCEyW+lwtkxb7WWm0gOVDkNERKQilFwTEZFrXL3qc0W5+quVU2N4iplMH4vpCLU1u7f/moiIiIiIvGCl9OOK+ugCnU2TFYpmbT0tk1yY6KIuPIvrVjoaERGRZctlIaunBYnKQoqIyI536tQpCoXClZ/31X8dz638qs+b6Yqe4PLsYaKhs5qwioiIiIjsUsVikZMnT175ubYmSXfzWNUtALxaKJAn5E8zkeymIz5S6XBERESkzJRcExG5g5VKJU6cOHHVEcOhxq9VLJ6NigSS+FMpphNNtNbPVDocEREREREpo9nZWcbHx6/8PNA2TE0oV8GINqandYJTI4O0RMfxfNW9cFFEREQ2Rsk1EZE70MTEBDMzLySjYi1n8AJpkpeHKhjV7emJP8eZhQdojs9o95qIiIiIyC5wfenHQ4emGT4XYDET3VHJNZ8LDbFZLs0PMtB0qtLhbI3qqSwmIiLrYEtgqujfbquykCIishMsLS0xPDx85eemgcdwnBd+o1pc8sUgAW/nTFg9t0jYTTCz2EhL3e5tFi4iIiIisttdnVSLRPL09SWulH5s7yoyfKGWtvqd9Zm/pW6Bk8lGjEGLAUVERHYRJddERO4AhUKBU6deWCnZPPjoqtd5NbNMpXroip/ZrtDKornmMuOpfbsyuWap4kYSIiIiIiJlcO7cOTKZDAA+n+HAgRs/14dCBmshX/AI+HdOiUXXhaA/w0KmiYbI7itlX0WbH0RERLaVkmsiIrvY9TvVGnufwPXWnohGm8dZGL5rGyIrr7CXpGR8lQ5jSziaroqIiIjILmStZXJy8ppy9YcPT9/0nmhNmqmFRrqaJ7c6vLIK+gvki8FKhyEiIoIxFlNF3zWZaqpRuUFKromI7BLWWnK5HMPDwxSL1ybQahpGiNSP3nIM1yviOCVmM200hie2KtSyc91q+lhQXtq5JiIiIiK7gTGG+fl5xsfHbzh38OD0ukomtnaUOHumjnxxmoC3c5q0+D1DLuevdBhbYLfOwkRERG5NyTURkR0qnU5z/vz5Vc/5/Gnqu5+9pp/aesV6TzB18TDWuDRFxjYbpmySdq6JiIiIyE5jrWViYoLZ2dXLtjc3p2htTW943EDA0NQ4x9mxfvZ0XCRwk6oc1SQUyJJM11U6jLLTMkAREbmTKbkmIrIDpFIpxsZGyeXyN5zzhxNEmy7gBbJleZbnFajvfZbp4SPUBJLU+JNlGXeruZTIFTyCO6j/goiIiIjIbjA+Ps7i4gKFQumGcy0tKZqa0uvambYeLW2AXeD8eDd7Oy+UbdytFA2nGJttqXQYIiIilAzc+Nu6cko7ZyP6DZRcExGpIvl8nvn5eebn5zGlIteXHfaHF4g2XsILbnyV50a4XpFI4znG5gbZ0/jtLX1WuQSdJIlUnJa61VfH7lQqCykiIiIi1SKRSJBMJllcXMSYa78N8/kMjY1ZWlpS+La4HXJLuyWRKLCQqqUhtri1DysDnwtYB2PYEclAERERuTUl10REKmBiYuKaxt2r8YJJIvEJQrHKJItC9QlSs4MUjYvnVv8yknh4mrlM365LromIiIiIbKdsNsvs7Czz8/M3ucpSW5ujpSVNKFSZ9e9tnQXGxxp2RHINwPPlSeXixMKJSociIiIiZaDkmojINjt27Ng1P0cah6mpm6hQNDfn9y8yn+2kuWak0qHcUq1/honU3kqHUXbquSYiIiIi22W1vs4HD05X5W6rWKzASDG6Y3aDxWpSzGealFwTEZGKMiWLsdXzXZO5vmzXDqLkmojINlpJrDX2PY7rq6YKx6sLNMyRmGrbEck11wWfkyeZqSEW3tqymSIiIiIiu4219kpi7fDh6QpHsz5+X27HlIZsqktw5nJfpcMoL8diq+gLWhERke20A9b2iIjsDmfOnAGgvuuZHZFYAwjF5ijiJ5mrr3Qo61IfvMx0oqnSYYiIiIiI7DjHjx8Hdk5iDaCrN8vkfDOm+qvY47kG1ymylItVOpQycnDUI1pERO5QSq6JiGyTXC4HgBfcWbuqoh1nGU0O7YgJa0Nogmw+uCNiFRERERGpNv39N+uzVn3CYUPIn2JsrqXSoaxLQ3SBqWRHpcMoHwvKrYmI7CzGgjFV9NrBG6CVXBMR2UaRxouVDmHDAuEUXmCJkcSBSodyS64LUd80l2d3z4TVarYqIiIiIltsamoKgEikWOFINq53MM9iKkYyXVPpUG6pMb5IvhQikw9XOpTycEAtokVE5E6l5JqIyDZYKQlZUzde4UhuT7TrLBkTYSrVWelQbqkzdoalTIRCcXf8inM0WxURERGRLbaSXNuJXBf6BxYZmWknX/QqHc5NuS601U1wOTFQ6VDKQzvXRETkDrY7vnkUEalyKyUhdyrXhbreY8xmulnKxysdzk25LsS8KaYSO6M0jIiIiIhIJZ0/fx7YeSUhrxYOl2hqWOD8eE/Vl4ivr01TMj4KVZ4IXBfHYq0WA4qI7CSmZKvutVPtgt/kIiLV7dixYwA0Dz5a4UhuT/JSP/l8HbBconA8uYehxm9VNqhbaIlc4sLifdBY6UhERERERKpbOr3cE3onloQsFuHcmRjG+gAoGR8ziUZa6mcrHNnNxUJLTC110lm389oGXMvB0dY1ERG5Qym5JiKyRaampq6UV/GHFyobzCYUCjH6654h5GUqHcq6BXx5HFsgmY4Qq0lVOhwRERERkaqzsggQ4PDh6QpGsjnGehzoOVfpMDakrWGWM6N9GHMRd6fXlFJuTURE7lBKromIbIGrJ6pNA4/i7OAJh+dPsZhvJuRdqnQoG9Jac56x+b0Mhc7t/AmriIiIiEiZjI2NMTc3B0Akkqe/P1HhiG6f5wFYjGFHfeb3PIPn5ZhNt9Icnax0OJuzc6t5iYjckYwBU0XfU5od/HtEyTURkTJbmag6jiFYs8TS5MEyjHrjbxoHlmvcc/1iQXvdRWuNYa+9xFn9GuPWsJAJU8gsX+k4q8Wy1m9Ce11ice33ccOx646v+h6d66+/9hnFosvZ8QEaYvPgrFy3eqxXzjmrHb/2Pue6gNZ8/+t55ip/n1fHUyj5Vx9bREREROQ2rMxXwjVpDHDuQmTDY6x8FL5hLrLGl3WrzSGuuXytL/kce8Op6xcuGusyOtuC667xjGue7XDD5/prflhjXnKTeF649to5yrVj2BsOxmqyTCW6KZQCBL3s6uNdM+dYsVaMNz5/rbmIc5M54+rv7/m543XXFkt+7VwTEZE7lpJrIiJl1tDQQENDQ9nGW6tB9M0aR5fznLXLTaqdNbbfbVcct3O8x1pKpRI+n29L4rOlEmAxK5NTa1ieeD7/sitnVo4DduXccmJ0ueP6Vfewcnr558bG8JpxiIiIiIhs1OHDh8s6XjnnKze7Z63zrc2mKuYqa5272fXh2hLQjbvKtrtyxLA8XwFrl+ct18w5np+jLF9uXpinXHXNyjn7/Pzlmnst4EFjXeuasYiIiOxmSq6JiFS5tSaKax0XERERERHZLpqviIiI7BzGWMwaO8orwdxiYU0120EVqUVEREREREREREREREQqS8k1ERERERERERERERERkXVSWUgREREREREREREREZFdrlSCUhVVbi7t3KqQ2rkmIiIiIiIiIiIiIiIisl5KromIiIiIiIiIiIiIiIisk8pCioiIiIiIiIiIiIiI7HLWWIxTPbUYra2eWDZKO9dERERERERERERERERE1knJNREREREREREREREREZF1UnJNRERERERERERERERklzOl6nvdjtnZWd797nfT29tLOBzm6NGj/N7v/d667i2VSnzwgx/kwIEDhMNh+vr6+Pmf/3kymcyGYlByTURERERERERERERERKpeKpXiNa95DR/5yEf47u/+bj70oQ/R1NTEO9/5Tn7pl37plve/613v4r3vfS+HDh3igx/8IK997Wv55V/+Zd761rduqAect5k3ISIiIiIiIiIiIiIiIrIdPvzhD/PUU0/xx3/8x/zgD/4gAD/+4z/O61//en7xF3+Rd7zjHXR3d69672OPPcZHP/pRfvzHf5yPfvSjV4739PTwC7/wC/zZn/0Z3//937+uOLRzTUREREREREREREREZJczxlbda6P+4A/+gPb2dt72trddOea6Lj/zMz9DPp/nT/7kT256L8B73/vea47/p//0nwgEAvz+7//+uuNQck1ERERERERERERERESqWiKR4OTJkzzwwAM4jnPNuQcffBBY3p22lkcffZR4PM7+/fuvOR6JRDh06NBN772eykKKiIiIiIiIiIiIiIjschmKsPHNYlsmQxGAxcXFa44Hg0GCweAN14+OjmKtXbXsY21tLbFYjAsXLqz5vMuXL69ZMrKrq4unnnqKRCJBPB6/ZexKromIiIiIiIiIiIiIiOxSgUCAtrY2fnri65UO5QbRaPSGhNf73vc+3v/+999wbSKRuHLPampqakilUms+K5FIMDg4uOa9AKlUSsk1ERERERERERERERGRO1koFOLChQvk8/lKh3IDa+0NJR5X27W2cu2txnLdtbuh3ez+lXM3u/9qSq6JiIiIiIiIiIiIiIjsYqFQiFAoVOkwNiUWiwGQTqdXPZ9Op+nv77/p/Te7F6Curm5dsawvBSciIiIiIiIiIiIiIiJSIX19fTiOw+XLl284l0gkWFpaWrOnGkB/f/+q98JyP7ampqZ1JyCVXBMREREREREREREREZGqFovFOHDgAI8//vgN5x577DEAHnrooTXvf/DBB5mbm+PcuXPXHF9aWuL48eM3vfd6Sq6JiIiIiIiIiIiIiIhI1fuhH/ohRkZG+NSnPnXlmDGGD3zgAwSDQd72tretee/b3/52AH71V3/1muMf/OAHKRQK/MiP/Mi643DsrTrAiYiIiIiIiIiIiIiIiFRYJpPh/vvv5+zZs7znPe9h7969/Omf/ilf+MIX+LVf+zV++qd/GoBnnnmGZ555hiNHjnDkyJEr9//oj/4on/jEJ/i+7/s+Xve61/HYY4/x8Y9/nDe96U38zd/8DY7jrCsOJddERERERERERERERERkR5ienubnfu7n+MxnPkMymWTfvn28973v5R3veMeVa97//vfzi7/4i7zvfe/j/e9//5XjxWKRX/mVX+H3fu/3uHz5Ml1dXbz97W/nv/yX/0I4HF53DEquiYiIiIiIiIiIiIiIiKyTeq6JiIiIiIiIiIiIiIiIrJOSayIiIiIiIiIiIiIiIiLrpOSaiIiIiIiIiIiIiIiIyDopuSYiIiIiIiIiIiIiIiKyTkquiYiIiIiIiIiIiIiIiKyTkmsiIiIiIiIiIiIiIiIi66TkmoiIiIiIiIiIiIiIiMg6KbkmIiIiIiIiIiIiIiIisk5KromIiIiIiIiIiIiIiIisk5JrIiIiIiIiIiIiIiIiIuuk5JqIiIiIiIiIiIiIiIjIOim5JiIiIiIiIiIiIiIiIrJO/38da4VjMvdWNAAAAABJRU5ErkJggg==", "text/plain": [ "

" ] @@ -401,7 +401,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 21, "metadata": { "tags": [ "remove-cell" @@ -414,7 +414,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 22, "metadata": { "tags": [ "hide-input" @@ -426,7 +426,7 @@ "text/html": [ "
\n", " \n", - " Loading BokehJS ...\n", + " Loading BokehJS ...\n", "
\n" ] }, @@ -435,7 +435,7 @@ }, { "data": { - "application/javascript": "(function(root) {\n function now() {\n return new Date();\n }\n\n const force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\nconst JS_MIME_TYPE = 'application/javascript';\n const HTML_MIME_TYPE = 'text/html';\n const EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n const CLASS_NAME = 'output_bokeh rendered_html';\n\n /**\n * Render data to the DOM node\n */\n function render(props, node) {\n const script = document.createElement(\"script\");\n node.appendChild(script);\n }\n\n /**\n * Handle when an output is cleared or removed\n */\n function handleClearOutput(event, handle) {\n const cell = handle.cell;\n\n const id = cell.output_area._bokeh_element_id;\n const server_id = cell.output_area._bokeh_server_id;\n // Clean up Bokeh references\n if (id != null && id in Bokeh.index) {\n Bokeh.index[id].model.document.clear();\n delete Bokeh.index[id];\n }\n\n if (server_id !== undefined) {\n // Clean up Bokeh references\n const cmd_clean = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n cell.notebook.kernel.execute(cmd_clean, {\n iopub: {\n output: function(msg) {\n const id = msg.content.text.trim();\n if (id in Bokeh.index) {\n Bokeh.index[id].model.document.clear();\n delete Bokeh.index[id];\n }\n }\n }\n });\n // Destroy server and session\n const cmd_destroy = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n cell.notebook.kernel.execute(cmd_destroy);\n }\n }\n\n /**\n * Handle when a new output is added\n */\n function handleAddOutput(event, handle) {\n const output_area = handle.output_area;\n const output = handle.output;\n\n // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n if ((output.output_type != \"display_data\") || (!Object.prototype.hasOwnProperty.call(output.data, EXEC_MIME_TYPE))) {\n return\n }\n\n const toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n\n if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n // store reference to embed id on output_area\n output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n }\n if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n const bk_div = document.createElement(\"div\");\n bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n const script_attrs = bk_div.children[0].attributes;\n for (let i = 0; i < script_attrs.length; i++) {\n toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n toinsert[toinsert.length - 1].firstChild.textContent = bk_div.children[0].textContent\n }\n // store reference to server id on output_area\n output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n }\n }\n\n function register_renderer(events, OutputArea) {\n\n function append_mime(data, metadata, element) {\n // create a DOM node to render to\n const toinsert = this.create_output_subarea(\n metadata,\n CLASS_NAME,\n EXEC_MIME_TYPE\n );\n this.keyboard_manager.register_events(toinsert);\n // Render to node\n const props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n render(props, toinsert[toinsert.length - 1]);\n element.append(toinsert);\n return toinsert\n }\n\n /* Handle when an output is cleared or removed */\n events.on('clear_output.CodeCell', handleClearOutput);\n events.on('delete.Cell', handleClearOutput);\n\n /* Handle when a new output is added */\n events.on('output_added.OutputArea', handleAddOutput);\n\n /**\n * Register the mime type and append_mime function with output_area\n */\n OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n /* Is output safe? */\n safe: true,\n /* Index of renderer in `output_area.display_order` */\n index: 0\n });\n }\n\n // register the mime type if in Jupyter Notebook environment and previously unregistered\n if (root.Jupyter !== undefined) {\n const events = require('base/js/events');\n const OutputArea = require('notebook/js/outputarea').OutputArea;\n\n if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n register_renderer(events, OutputArea);\n }\n }\n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n const NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"
    \\n\"+\n \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
  • \\n\"+\n \"
  • use INLINE resources instead, as so:
  • \\n\"+\n \"
\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded() {\n const el = document.getElementById(\"11538\");\n if (el != null) {\n el.textContent = \"BokehJS is loading...\";\n }\n if (root.Bokeh !== undefined) {\n if (el != null) {\n el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(display_loaded, 100)\n }\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error(url) {\n console.error(\"failed to load \" + url);\n }\n\n for (let i = 0; i < css_urls.length; i++) {\n const url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (let i = 0; i < js_urls.length; i++) {\n const url = js_urls[i];\n const element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-2.4.3.min.js\"];\n const css_urls = [];\n\n const inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {\n }\n ];\n\n function run_inline_js() {\n if (root.Bokeh !== undefined || force === true) {\n for (let i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\nif (force === true) {\n display_loaded();\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n const cell = $(document.getElementById(\"11538\")).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));", + "application/javascript": "(function(root) {\n function now() {\n return new Date();\n }\n\n const force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\nconst JS_MIME_TYPE = 'application/javascript';\n const HTML_MIME_TYPE = 'text/html';\n const EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n const CLASS_NAME = 'output_bokeh rendered_html';\n\n /**\n * Render data to the DOM node\n */\n function render(props, node) {\n const script = document.createElement(\"script\");\n node.appendChild(script);\n }\n\n /**\n * Handle when an output is cleared or removed\n */\n function handleClearOutput(event, handle) {\n const cell = handle.cell;\n\n const id = cell.output_area._bokeh_element_id;\n const server_id = cell.output_area._bokeh_server_id;\n // Clean up Bokeh references\n if (id != null && id in Bokeh.index) {\n Bokeh.index[id].model.document.clear();\n delete Bokeh.index[id];\n }\n\n if (server_id !== undefined) {\n // Clean up Bokeh references\n const cmd_clean = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n cell.notebook.kernel.execute(cmd_clean, {\n iopub: {\n output: function(msg) {\n const id = msg.content.text.trim();\n if (id in Bokeh.index) {\n Bokeh.index[id].model.document.clear();\n delete Bokeh.index[id];\n }\n }\n }\n });\n // Destroy server and session\n const cmd_destroy = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n cell.notebook.kernel.execute(cmd_destroy);\n }\n }\n\n /**\n * Handle when a new output is added\n */\n function handleAddOutput(event, handle) {\n const output_area = handle.output_area;\n const output = handle.output;\n\n // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n if ((output.output_type != \"display_data\") || (!Object.prototype.hasOwnProperty.call(output.data, EXEC_MIME_TYPE))) {\n return\n }\n\n const toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n\n if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n // store reference to embed id on output_area\n output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n }\n if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n const bk_div = document.createElement(\"div\");\n bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n const script_attrs = bk_div.children[0].attributes;\n for (let i = 0; i < script_attrs.length; i++) {\n toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n toinsert[toinsert.length - 1].firstChild.textContent = bk_div.children[0].textContent\n }\n // store reference to server id on output_area\n output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n }\n }\n\n function register_renderer(events, OutputArea) {\n\n function append_mime(data, metadata, element) {\n // create a DOM node to render to\n const toinsert = this.create_output_subarea(\n metadata,\n CLASS_NAME,\n EXEC_MIME_TYPE\n );\n this.keyboard_manager.register_events(toinsert);\n // Render to node\n const props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n render(props, toinsert[toinsert.length - 1]);\n element.append(toinsert);\n return toinsert\n }\n\n /* Handle when an output is cleared or removed */\n events.on('clear_output.CodeCell', handleClearOutput);\n events.on('delete.Cell', handleClearOutput);\n\n /* Handle when a new output is added */\n events.on('output_added.OutputArea', handleAddOutput);\n\n /**\n * Register the mime type and append_mime function with output_area\n */\n OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n /* Is output safe? */\n safe: true,\n /* Index of renderer in `output_area.display_order` */\n index: 0\n });\n }\n\n // register the mime type if in Jupyter Notebook environment and previously unregistered\n if (root.Jupyter !== undefined) {\n const events = require('base/js/events');\n const OutputArea = require('notebook/js/outputarea').OutputArea;\n\n if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n register_renderer(events, OutputArea);\n }\n }\n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n const NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"
    \\n\"+\n \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
  • \\n\"+\n \"
  • use INLINE resources instead, as so:
  • \\n\"+\n \"
\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded() {\n const el = document.getElementById(\"1002\");\n if (el != null) {\n el.textContent = \"BokehJS is loading...\";\n }\n if (root.Bokeh !== undefined) {\n if (el != null) {\n el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(display_loaded, 100)\n }\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error(url) {\n console.error(\"failed to load \" + url);\n }\n\n for (let i = 0; i < css_urls.length; i++) {\n const url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (let i = 0; i < js_urls.length; i++) {\n const url = js_urls[i];\n const element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-2.4.3.min.js\"];\n const css_urls = [];\n\n const inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {\n }\n ];\n\n function run_inline_js() {\n if (root.Bokeh !== undefined || force === true) {\n for (let i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\nif (force === true) {\n display_loaded();\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n const cell = $(document.getElementById(\"1002\")).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));", "application/vnd.bokehjs_load.v0+json": "" }, "metadata": {}, @@ -445,7 +445,7 @@ "data": { "text/html": [ "\n", - "
\n" + "
\n" ] }, "metadata": {}, @@ -453,12 +453,12 @@ }, { "data": { - "application/javascript": "(function(root) {\n function embed_document(root) {\n const docs_json = {\"d38e01fd-51e1-47ce-ab8e-55cc95eb35fc\":{\"defs\":[],\"roots\":{\"references\":[{\"attributes\":{\"sizing_mode\":\"scale_both\",\"tabs\":[{\"id\":\"12132\"}]},\"id\":\"12133\",\"type\":\"Tabs\"},{\"attributes\":{},\"id\":\"12048\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"11544\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"11633\"},\"glyph\":{\"id\":\"11634\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"11636\"},\"nonselection_glyph\":{\"id\":\"11635\"},\"view\":{\"id\":\"11638\"}},\"id\":\"11637\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"11741\"},\"glyph\":{\"id\":\"11742\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"11744\"},\"nonselection_glyph\":{\"id\":\"11743\"},\"view\":{\"id\":\"11746\"}},\"id\":\"11745\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11870\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"12047\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"11745\"}]},\"id\":\"11780\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"Mx9Ce9lX5T+/HGZnzsDlPza6xhjmf+Y/x16ryNs55j/Fd5xBOYrkP2wA+ZrMIuM/rOSVVEbI4T83iP+o/DnhP9mOJm9Jy+A/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"11898\"},\"selection_policy\":{\"id\":\"11897\"}},\"id\":\"11867\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"11633\"}},\"id\":\"11638\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"11741\"}},\"id\":\"11746\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11634\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11869\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"11542\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11744\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"11917\"}]},\"id\":\"11960\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"11766\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"11897\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"11652\",\"type\":\"Selection\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"11588\"},{\"id\":\"11589\"},{\"id\":\"11590\"},{\"id\":\"11591\"},{\"id\":\"11592\"},{\"id\":\"11593\"},{\"id\":\"11594\"},{\"id\":\"11595\"},{\"id\":\"11596\"},{\"id\":\"11597\"},{\"id\":\"11598\"},{\"id\":\"11599\"}]},\"id\":\"11549\",\"type\":\"DatetimeTicker\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11636\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11743\",\"type\":\"Line\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"11600\"},{\"id\":\"11632\"},{\"id\":\"11666\"},{\"id\":\"11702\"},{\"id\":\"11740\"},{\"id\":\"11780\"},{\"id\":\"11822\"},{\"id\":\"11866\"},{\"id\":\"11912\"},{\"id\":\"11960\"},{\"id\":\"12010\"},{\"id\":\"12062\"}]},\"id\":\"11570\",\"type\":\"Legend\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"4s7uAWwG3j9PkfvWczreP/SDd2NbUt4/gY/za2ci3j+wEA0XIPDcP/fuS/uMydw/5QpLrbLB3T+N7gD+NRveP56d9mVXsN4/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"11652\"},\"selection_policy\":{\"id\":\"11651\"}},\"id\":\"11633\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"11765\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"11808\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"12642\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"12639\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"12068\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11635\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"12641\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"11671\"}]},\"id\":\"11702\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"12072\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"11651\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"National average post earthquake compared to 90 day prior baseline\"},\"id\":\"12063\",\"type\":\"Title\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"12638\"},\"group\":null,\"major_label_policy\":{\"id\":\"12639\"},\"ticker\":{\"id\":\"12081\"}},\"id\":\"12080\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"12101\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"12103\",\"type\":\"DataRange1d\"},{\"attributes\":{\"tools\":[{\"id\":\"12117\"},{\"id\":\"12118\"},{\"id\":\"12119\"},{\"id\":\"12120\"},{\"id\":\"12121\"},{\"id\":\"12122\"}]},\"id\":\"12124\",\"type\":\"Toolbar\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"12641\"},\"group\":null,\"major_label_policy\":{\"id\":\"12642\"},\"ticker\":{\"id\":\"12077\"}},\"id\":\"12076\",\"type\":\"LinearAxis\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"11562\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"12089\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"12070\",\"type\":\"DataRange1d\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"11913\"},\"glyph\":{\"id\":\"11914\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"11916\"},\"nonselection_glyph\":{\"id\":\"11915\"},\"view\":{\"id\":\"11918\"}},\"id\":\"11917\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in 2023\",\"text_font_size\":\"12pt\"},\"id\":\"12066\",\"type\":\"Title\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"11597\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"12077\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"12074\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis\":{\"id\":\"12076\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"12079\",\"type\":\"Grid\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"11596\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"11598\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"source\":{\"id\":\"11913\"}},\"id\":\"11918\",\"type\":\"CDSView\"},{\"attributes\":{\"axis\":{\"id\":\"12080\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"12083\",\"type\":\"Grid\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"11594\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"12081\",\"type\":\"BasicTicker\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"11592\",\"type\":\"DaysTicker\"},{\"attributes\":{\"below\":[{\"id\":\"12109\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"12112\"},{\"id\":\"12116\"}],\"height\":40,\"left\":[{\"id\":\"12113\"}],\"outline_line_width\":0,\"title\":{\"id\":\"12099\"},\"toolbar\":{\"id\":\"12124\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"12101\"},\"x_scale\":{\"id\":\"12105\"},\"y_range\":{\"id\":\"12103\"},\"y_scale\":{\"id\":\"12107\"}},\"id\":\"12098\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11914\",\"type\":\"Line\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"11591\",\"type\":\"DaysTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"11781\"},\"glyph\":{\"id\":\"11782\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"11784\"},\"nonselection_glyph\":{\"id\":\"11783\"},\"view\":{\"id\":\"11786\"}},\"id\":\"11785\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"11590\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"12085\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"11556\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"11599\",\"type\":\"YearsTicker\"},{\"attributes\":{},\"id\":\"12084\",\"type\":\"PanTool\"},{\"attributes\":{\"source\":{\"id\":\"11781\"}},\"id\":\"11786\",\"type\":\"CDSView\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"11593\",\"type\":\"DaysTicker\"},{\"attributes\":{\"overlay\":{\"id\":\"12090\"}},\"id\":\"12086\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"11595\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"12087\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"12088\",\"type\":\"ResetTool\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"11589\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11572\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"11667\"},\"glyph\":{\"id\":\"11668\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"11670\"},\"nonselection_glyph\":{\"id\":\"11669\"},\"view\":{\"id\":\"11672\"}},\"id\":\"11671\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11916\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11782\",\"type\":\"Line\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"11588\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"DXBb0pKu4j8Xy/b8D+/hP5w9Oo0xc+E/gCKZbIc34D/Ae7AvF4zbPxcY6UiTONk/auLrc7V22D8mRMj6AyLZP8/+mdS5mNo/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"11586\"},\"selection_policy\":{\"id\":\"11585\"}},\"id\":\"11571\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"LAAmdeS22z8mQ+s+Hb/aP2M+RfKqjtk/qO9YQEHG2D9UHmP1zJTWP2829uASPtY/eY30o5o71z9Z8R5wNPjXP6a/v9Zsptk/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"11946\"},\"selection_policy\":{\"id\":\"11945\"}},\"id\":\"11913\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"12650\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"12090\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"12653\"},\"group\":null,\"major_label_policy\":{\"id\":\"12654\"},\"ticker\":{\"id\":\"12110\"}},\"id\":\"12109\",\"type\":\"LinearAxis\"},{\"attributes\":{\"source\":{\"id\":\"11667\"}},\"id\":\"11672\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"12651\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"12105\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"11557\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"label\":{\"value\":\"Manufacturing\"},\"renderers\":[{\"id\":\"11785\"}]},\"id\":\"11822\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"12650\"},\"group\":null,\"major_label_policy\":{\"id\":\"12651\"},\"ticker\":{\"id\":\"12114\"}},\"id\":\"12113\",\"type\":\"LinearAxis\"},{\"attributes\":{\"overlay\":{\"id\":\"11562\"}},\"id\":\"11558\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11668\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11915\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11784\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"11965\"}]},\"id\":\"12010\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"12653\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"12099\",\"type\":\"Title\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"fjiiMzKe3z8lWPQ+qfHdPwGyQ2fCYNw/Fcb6SK+O2z/4GF0MeIfaP3ye9n8nEto/Lb3T2S3L2T+020YXUibaPy1g24Fvv9s/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"11808\"},\"selection_policy\":{\"id\":\"11807\"}},\"id\":\"11781\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"12654\",\"type\":\"AllLabels\"},{\"attributes\":{\"axis\":{\"id\":\"12109\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"12112\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"11688\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11670\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11783\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"11546\",\"type\":\"LinearScale\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"Zml+rYne4j+Uv1xIGOviP1i5wpwZ3OI/OWDnEWkJ4j9SZ+ObXEvgPxtyB0LjcN4/Xfvg1SBq3T8bG9vAscncP+7COcBtPt0/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"11688\"},\"selection_policy\":{\"id\":\"11687\"}},\"id\":\"11667\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"11807\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"axis\":{\"id\":\"12113\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"12116\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"12114\",\"type\":\"BasicTicker\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"11583\"},\"group\":null,\"major_label_policy\":{\"id\":\"11584\"},\"ticker\":{\"id\":\"11549\"}},\"id\":\"11548\",\"type\":\"DatetimeAxis\"},{\"attributes\":{},\"id\":\"12118\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11669\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"12117\",\"type\":\"PanTool\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"11707\"}]},\"id\":\"11740\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"11586\",\"type\":\"Selection\"},{\"attributes\":{\"overlay\":{\"id\":\"12123\"}},\"id\":\"12119\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"12120\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"11687\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"12121\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"11559\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"11581\",\"type\":\"AllLabels\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"11961\"},\"glyph\":{\"id\":\"11962\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"11964\"},\"nonselection_glyph\":{\"id\":\"11963\"},\"view\":{\"id\":\"11966\"}},\"id\":\"11965\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"12123\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"11560\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"11585\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"11961\"}},\"id\":\"11966\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"11575\"}]},\"id\":\"11600\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11573\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11574\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11962\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"11583\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{\"source\":{\"id\":\"11571\"}},\"id\":\"11576\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"11584\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"11996\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"11823\"},\"glyph\":{\"id\":\"11824\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"11826\"},\"nonselection_glyph\":{\"id\":\"11825\"},\"view\":{\"id\":\"11828\"}},\"id\":\"11827\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"tools\":[{\"id\":\"11556\"},{\"id\":\"11557\"},{\"id\":\"11558\"},{\"id\":\"11559\"},{\"id\":\"11560\"},{\"id\":\"11561\"}]},\"id\":\"11563\",\"type\":\"Toolbar\"},{\"attributes\":{\"source\":{\"id\":\"11823\"}},\"id\":\"11828\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11964\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"5NoNUhHC2j8U+F22fkfZP3iNAY2sI9g/oB76Pi+p1j+hV1D30Q/WP8V6rD03sdU/vwZG3xim1j/xbcpxJMXXP2EB5E4Xntk/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"11996\"},\"selection_policy\":{\"id\":\"11995\"}},\"id\":\"11961\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"11561\",\"type\":\"HelpTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"11703\"},\"glyph\":{\"id\":\"11704\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"11706\"},\"nonselection_glyph\":{\"id\":\"11705\"},\"view\":{\"id\":\"11708\"}},\"id\":\"11707\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11824\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"11827\"}]},\"id\":\"11866\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"11580\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11963\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"12015\"}]},\"id\":\"12062\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"11703\"}},\"id\":\"11708\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"11852\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"11995\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11704\",\"type\":\"Line\"},{\"attributes\":{\"axis\":{\"id\":\"11552\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"11555\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11826\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"7qRJaNyZ5j8/Tr0QARXmP0eWXJhpyOU/6qm1ZZ495T/wzzTkLMbiP9jbAP1hDuE//qSPk41T4D8/eBmmOVLgP6gxP2+TeOA/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"11852\"},\"selection_policy\":{\"id\":\"11851\"}},\"id\":\"11823\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"11601\"}},\"id\":\"11606\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"11605\"}]},\"id\":\"11632\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"11726\",\"type\":\"Selection\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11742\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11706\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"11601\"},\"glyph\":{\"id\":\"11602\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"11604\"},\"nonselection_glyph\":{\"id\":\"11603\"},\"view\":{\"id\":\"11606\"}},\"id\":\"11605\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11825\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"11871\"}]},\"id\":\"11912\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"qFwPffWB2j/Qgbv6Hb7ZP/wvnpOdJNk/c6HOA7/b1z8Q2R/5kXjXP+XSgCZRZ9g/lzM6Ch+82T9ALIrKqtnZP3LsZIkM9to/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"11726\"},\"selection_policy\":{\"id\":\"11725\"}},\"id\":\"11703\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"11618\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"11851\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"11946\",\"type\":\"Selection\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11602\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11705\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11604\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"FIavjPum3z9LTvYS3lvfP5a/opMsrd4/TD9WHKs03j8m9R/l9JjcP+5sUmOGbts/7WOon9MI3D+XjFndlqvcPxOC3AAb+Nw/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"11618\"},\"selection_policy\":{\"id\":\"11617\"}},\"id\":\"11601\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"11725\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"11580\"},\"group\":null,\"major_label_policy\":{\"id\":\"11581\"},\"ticker\":{\"id\":\"11553\"}},\"id\":\"11552\",\"type\":\"LinearAxis\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"11571\"},\"glyph\":{\"id\":\"11572\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"11574\"},\"nonselection_glyph\":{\"id\":\"11573\"},\"view\":{\"id\":\"11576\"}},\"id\":\"11575\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"11553\",\"type\":\"BasicTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11603\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"12011\"},\"glyph\":{\"id\":\"12012\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"12014\"},\"nonselection_glyph\":{\"id\":\"12013\"},\"view\":{\"id\":\"12016\"}},\"id\":\"12015\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"11637\"}]},\"id\":\"11666\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"11617\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"12011\"}},\"id\":\"12016\",\"type\":\"CDSView\"},{\"attributes\":{\"tools\":[{\"id\":\"12084\"},{\"id\":\"12085\"},{\"id\":\"12086\"},{\"id\":\"12087\"},{\"id\":\"12088\"},{\"id\":\"12089\"}]},\"id\":\"12091\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"12012\",\"type\":\"Line\"},{\"attributes\":{\"axis\":{\"id\":\"11548\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"11551\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"11945\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"12122\",\"type\":\"HelpTool\"},{\"attributes\":{\"below\":[{\"id\":\"11548\"}],\"center\":[{\"id\":\"11551\"},{\"id\":\"11555\"}],\"height\":400,\"left\":[{\"id\":\"11552\"}],\"renderers\":[{\"id\":\"11575\"},{\"id\":\"11605\"},{\"id\":\"11637\"},{\"id\":\"11671\"},{\"id\":\"11707\"},{\"id\":\"11745\"},{\"id\":\"11785\"},{\"id\":\"11827\"},{\"id\":\"11871\"},{\"id\":\"11917\"},{\"id\":\"11965\"},{\"id\":\"12015\"}],\"right\":[{\"id\":\"11570\"}],\"title\":{\"id\":\"12063\"},\"toolbar\":{\"id\":\"11563\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"11540\"},\"x_scale\":{\"id\":\"11544\"},\"y_range\":{\"id\":\"11542\"},\"y_scale\":{\"id\":\"11546\"}},\"id\":\"11539\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"children\":[{\"id\":\"12065\"},{\"id\":\"11539\"},{\"id\":\"12098\"}]},\"id\":\"12131\",\"type\":\"Column\"},{\"attributes\":{\"child\":{\"id\":\"12131\"},\"title\":\"National Average\"},\"id\":\"12132\",\"type\":\"Panel\"},{\"attributes\":{},\"id\":\"11540\",\"type\":\"DataRange1d\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"11867\"},\"glyph\":{\"id\":\"11868\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"11870\"},\"nonselection_glyph\":{\"id\":\"11869\"},\"view\":{\"id\":\"11872\"}},\"id\":\"11871\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"12107\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"12110\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"12638\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"12014\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"yY6dvMmk3j8vrjDpKMbeP8gmG9SiId8/g3pkfgfd3T8/uWTPjincP5ukEivpmNs/aVlgEZLN2j9kg36wOODaP/RGg4HTjdo/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"12048\"},\"selection_policy\":{\"id\":\"12047\"}},\"id\":\"12011\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"11867\"}},\"id\":\"11872\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11868\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"12013\",\"type\":\"Line\"},{\"attributes\":{\"below\":[{\"id\":\"12076\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"12079\"},{\"id\":\"12083\"}],\"height\":40,\"left\":[{\"id\":\"12080\"}],\"outline_line_width\":0,\"title\":{\"id\":\"12066\"},\"toolbar\":{\"id\":\"12091\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"12068\"},\"x_scale\":{\"id\":\"12072\"},\"y_range\":{\"id\":\"12070\"},\"y_scale\":{\"id\":\"12074\"}},\"id\":\"12065\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"11898\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"FZJgYNVp4D+NXu7EqivgPyuvzsxFut8/rfp2SD9C3z/lqdxj2nDcP9nL2eMS+ds/OMsT3L+M2j+kMAu8W77aP9P4H7Cetto/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"11766\"},\"selection_policy\":{\"id\":\"11765\"}},\"id\":\"11741\",\"type\":\"ColumnDataSource\"}],\"root_ids\":[\"12133\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.3\"}};\n const render_items = [{\"docid\":\"d38e01fd-51e1-47ce-ab8e-55cc95eb35fc\",\"root_ids\":[\"12133\"],\"roots\":{\"12133\":\"ba2e312a-3ed1-4e9e-bdc9-2ce4e3b88aa0\"}}];\n root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n }\n if (root.Bokeh !== undefined) {\n embed_document(root);\n } else {\n let attempts = 0;\n const timer = setInterval(function(root) {\n if (root.Bokeh !== undefined) {\n clearInterval(timer);\n embed_document(root);\n } else {\n attempts++;\n if (attempts > 100) {\n clearInterval(timer);\n console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n }\n }\n }, 10, root)\n }\n})(window);", + "application/javascript": "(function(root) {\n function embed_document(root) {\n const docs_json = {\"a78154dc-2e81-455b-b1a1-e7d52dd2f845\":{\"defs\":[],\"roots\":{\"references\":[{\"attributes\":{\"sizing_mode\":\"scale_both\",\"tabs\":[{\"id\":\"1596\"}]},\"id\":\"1597\",\"type\":\"Tabs\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1097\"},\"glyph\":{\"id\":\"1098\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1100\"},\"nonselection_glyph\":{\"id\":\"1099\"},\"view\":{\"id\":\"1102\"}},\"id\":\"1101\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in 2023\",\"text_font_size\":\"12pt\"},\"id\":\"1530\",\"type\":\"Title\"},{\"attributes\":{\"tools\":[{\"id\":\"1581\"},{\"id\":\"1582\"},{\"id\":\"1583\"},{\"id\":\"1584\"},{\"id\":\"1585\"},{\"id\":\"1586\"}]},\"id\":\"1588\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"1541\",\"type\":\"BasicTicker\"},{\"attributes\":{\"source\":{\"id\":\"1097\"}},\"id\":\"1102\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1538\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1245\"},\"glyph\":{\"id\":\"1246\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1248\"},\"nonselection_glyph\":{\"id\":\"1247\"},\"view\":{\"id\":\"1250\"}},\"id\":\"1249\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"axis\":{\"id\":\"1540\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"1543\",\"type\":\"Grid\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1331\"},\"glyph\":{\"id\":\"1332\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1334\"},\"nonselection_glyph\":{\"id\":\"1333\"},\"view\":{\"id\":\"1336\"}},\"id\":\"1335\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"below\":[{\"id\":\"1012\"}],\"center\":[{\"id\":\"1015\"},{\"id\":\"1019\"}],\"height\":400,\"left\":[{\"id\":\"1016\"}],\"renderers\":[{\"id\":\"1039\"},{\"id\":\"1069\"},{\"id\":\"1101\"},{\"id\":\"1135\"},{\"id\":\"1171\"},{\"id\":\"1209\"},{\"id\":\"1249\"},{\"id\":\"1291\"},{\"id\":\"1335\"},{\"id\":\"1381\"},{\"id\":\"1429\"},{\"id\":\"1479\"}],\"right\":[{\"id\":\"1034\"}],\"title\":{\"id\":\"1527\"},\"toolbar\":{\"id\":\"1027\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"1004\"},\"x_scale\":{\"id\":\"1008\"},\"y_range\":{\"id\":\"1006\"},\"y_scale\":{\"id\":\"1010\"}},\"id\":\"1003\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"axis\":{\"id\":\"1544\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"1547\",\"type\":\"Grid\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"DXBb0pKu4j8Xy/b8D+/hP5w9Oo0xc+E/gCKZbIc34D/Ae7AvF4zbPxcY6UiTONk/auLrc7V22D8mRMj6AyLZP8/+mdS5mNo/l+Pw713o2z9Nrm41i2PdP20DdCyVud4/43vVbDK23j8b81Ro1gPfP7G0c5gEvd8/K3TrzqQe4T+Gv/RUDevhP32vBM2mcuE/XYWxiOLk4D+T2+NoXwHhP0i4hc2a++A/p4GYWdK+4D/SLO04zJrfP7LtzXAHo98/Uh7r0TnN4D8T2mXCfl7hPybUSsRPKuE/xqD7+uQo4T+3VqwqdvrgPxD8NUEvtOA/4/7vprvV3z8vhElRi87eP//x1BM01N4/XbHVQWVz3z+lVYk3wEXfPxeJEHNjpN8/uhoPFDMU3j8PT7lah+HcPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"1050\"},\"selection_policy\":{\"id\":\"1049\"}},\"id\":\"1035\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1545\",\"type\":\"BasicTicker\"},{\"attributes\":{\"label\":{\"value\":\"Manufacturing\"},\"renderers\":[{\"id\":\"1249\"}]},\"id\":\"1286\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"1048\",\"type\":\"AllLabels\"},{\"attributes\":{\"below\":[{\"id\":\"1573\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"1576\"},{\"id\":\"1580\"}],\"height\":40,\"left\":[{\"id\":\"1577\"}],\"outline_line_width\":0,\"title\":{\"id\":\"1563\"},\"toolbar\":{\"id\":\"1588\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"1565\"},\"x_scale\":{\"id\":\"1569\"},\"y_range\":{\"id\":\"1567\"},\"y_scale\":{\"id\":\"1571\"}},\"id\":\"1562\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1167\"},\"glyph\":{\"id\":\"1168\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1170\"},\"nonselection_glyph\":{\"id\":\"1169\"},\"view\":{\"id\":\"1172\"}},\"id\":\"1171\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1332\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1425\"}},\"id\":\"1430\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1549\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"1548\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"1044\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"fjiiMzKe3z8lWPQ+qfHdPwGyQ2fCYNw/Fcb6SK+O2z/4GF0MeIfaP3ye9n8nEto/Lb3T2S3L2T+020YXUibaPy1g24Fvv9s/SCPsjE273D+WFW/DVyfdP/A/uOtk+90/x7BmSw053z9Y1cxvKgDgP8vh5W3/3t8/rI+LwUZR3z9Ct0y/gYHfPzncTRy22t8/LnBC+Lfa3j9h0xdiko3dP65F3RN2wtw/S8IfLFbb3D/TOwRK6xjdP1X/4vKuPdw/YxLcOuK42z+TGj0gPGPcP1y/5tX26dw/7iuwQm3a3D/huoQFbOPcP9dH8kW2pdw/twsjlBTE3T9jmc5zgHfePweRS9tXA98/yUy/HPSD3z+mExHAsyfgP6AuUKArOeA/5ca+wIS13z+NbFTTHCbfPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"1272\"},\"selection_policy\":{\"id\":\"1271\"}},\"id\":\"1245\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"overlay\":{\"id\":\"1554\"}},\"id\":\"1550\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"1047\"},\"group\":null,\"major_label_policy\":{\"id\":\"1048\"},\"ticker\":{\"id\":\"1013\"}},\"id\":\"1012\",\"type\":\"DatetimeAxis\"},{\"attributes\":{},\"id\":\"1551\",\"type\":\"SaveTool\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1168\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"4s7uAWwG3j9PkfvWczreP/SDd2NbUt4/gY/za2ci3j+wEA0XIPDcP/fuS/uMydw/5QpLrbLB3T+N7gD+NRveP56d9mVXsN4/ljlr+Gss3z8TNub1uLnfP6SYsRlqC+A/AQViYlEM4D9WxZ/1MVjfP+iJCOFTON8/t/CkxtxO3z/6WLn1SsrePxxcKGco4t0/YrqA1wnx3D8eEgxKVLvcP7dBI70+2dw/hgcZluCY3D9owJZ8vX/bP6h85cKiOdw/xM+yqjux3D9TW1YPPj3dP5ZwfTKoKt0/REzpKmKr3T9YrbFc08vdPyX96edsj94/XpYUcY4E3j8MK2fQsxzePwTkUYdUpN4/AWmBLBV53z/33PyVPo/ePzz1XAeSQt4/MfLS+RwQ3j/M73ZZZ8bdPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"1116\"},\"selection_policy\":{\"id\":\"1115\"}},\"id\":\"1097\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1552\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1334\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1245\"}},\"id\":\"1250\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1045\",\"type\":\"AllLabels\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"1101\"}]},\"id\":\"1130\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1248\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"Mx9Ce9lX5T+/HGZnzsDlPza6xhjmf+Y/x16ryNs55j/Fd5xBOYrkP2wA+ZrMIuM/rOSVVEbI4T83iP+o/DnhP9mOJm9Jy+A/6JxxrTkt4D+UcgFgBzvgP85bJEgSN+A/QGb3peZ23z9dd+3cYbPfP1iekd8cJN8/2c3l5Qs74D80uV5noZjgP+7AhYqvG+A/vkQP7a0e4D8OX2vHBPDgP+eZPjoIAuE/+vyS/P/r4D/lGESTsN3gP+F1sDWu4uA/ag12fTVk4T/IzY9Den7hPzGjDq30NeE/NtngIgTy4D9bePHXuxHhPxKqNxxQDuE/J7p/lyqZ4D9jo9KlJlDgP2G/yDoSMOA/GhWQ0Iut3z8MHCig+fvfP4mduSjTNOA/EF0+SZJx3z+10UhGqT7gPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"1362\"},\"selection_policy\":{\"id\":\"1361\"}},\"id\":\"1331\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1170\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1100\",\"type\":\"Line\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"1554\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"qFwPffWB2j/Qgbv6Hb7ZP/wvnpOdJNk/c6HOA7/b1z8Q2R/5kXjXP+XSgCZRZ9g/lzM6Ch+82T9ALIrKqtnZP3PsZIkM9to/WAUtEKsV2z8uvvh4ZqfbPxeSR4NBWdw/mAevXCIV3D8LFvnL/GfcP8HOAmt6+dw/gLNV2Fg/3T//JveltpLdP5XGPq5LDd0/HufZWUGW3D+D8NPVLebcP4b8+lB2Hdw/ysrDN/BI2z8mbtchGD3aP+KAyvHcJto/tiqG+oNO2z+uMsc+y3nbP0kAVXR/pts/GmMbNXKP2z/o0GVZ+x/cP9RmQN0u19w/RFcC9cKF3T9EHWxwN2ncP4SCNCDgptw/TY8Rx3av2z8NzsrqEUDcP0qd0A3Rrdw/Rguds0J83D+yEk3dZLzbPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"1190\"},\"selection_policy\":{\"id\":\"1189\"}},\"id\":\"1167\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"1617\"},\"group\":null,\"major_label_policy\":{\"id\":\"1618\"},\"ticker\":{\"id\":\"1574\"}},\"id\":\"1573\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"1569\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis\":{\"id\":\"1573\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"1576\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"1459\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1333\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1047\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{},\"id\":\"1614\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"1381\"}]},\"id\":\"1424\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1247\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1361\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1169\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1615\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"1271\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"1460\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1099\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1362\",\"type\":\"Selection\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"1135\"}]},\"id\":\"1166\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"1189\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"axis\":{\"id\":\"1577\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"1580\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"1272\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1578\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"1617\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"1115\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"1190\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"1605\"},\"group\":null,\"major_label_policy\":{\"id\":\"1606\"},\"ticker\":{\"id\":\"1541\"}},\"id\":\"1540\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"1116\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1582\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"1618\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"1581\",\"type\":\"PanTool\"},{\"attributes\":{\"overlay\":{\"id\":\"1587\"}},\"id\":\"1583\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"1584\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"1585\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"1010\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"1049\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"1039\"}]},\"id\":\"1064\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"1008\",\"type\":\"LinearScale\"},{\"attributes\":{\"tools\":[{\"id\":\"1020\"},{\"id\":\"1021\"},{\"id\":\"1022\"},{\"id\":\"1023\"},{\"id\":\"1024\"},{\"id\":\"1025\"}]},\"id\":\"1027\",\"type\":\"Toolbar\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"1587\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"1044\"},\"group\":null,\"major_label_policy\":{\"id\":\"1045\"},\"ticker\":{\"id\":\"1017\"}},\"id\":\"1016\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"1050\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1025\",\"type\":\"HelpTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1038\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1065\"}},\"id\":\"1070\",\"type\":\"CDSView\"},{\"attributes\":{\"axis\":{\"id\":\"1012\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"1015\",\"type\":\"Grid\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"1052\"},{\"id\":\"1053\"},{\"id\":\"1054\"},{\"id\":\"1055\"},{\"id\":\"1056\"},{\"id\":\"1057\"},{\"id\":\"1058\"},{\"id\":\"1059\"},{\"id\":\"1060\"},{\"id\":\"1061\"},{\"id\":\"1062\"},{\"id\":\"1063\"}]},\"id\":\"1013\",\"type\":\"DatetimeTicker\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"1069\"}]},\"id\":\"1096\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1425\"},\"glyph\":{\"id\":\"1426\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1428\"},\"nonselection_glyph\":{\"id\":\"1427\"},\"view\":{\"id\":\"1430\"}},\"id\":\"1429\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1065\"},\"glyph\":{\"id\":\"1066\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1068\"},\"nonselection_glyph\":{\"id\":\"1067\"},\"view\":{\"id\":\"1070\"}},\"id\":\"1069\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"1026\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1426\",\"type\":\"Line\"},{\"attributes\":{\"axis\":{\"id\":\"1016\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"1019\",\"type\":\"Grid\"},{\"attributes\":{\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1476\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"1287\"}},\"id\":\"1292\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"1563\",\"type\":\"Title\"},{\"attributes\":{\"source\":{\"id\":\"1377\"}},\"id\":\"1382\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1066\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1035\"},\"glyph\":{\"id\":\"1036\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1038\"},\"nonselection_glyph\":{\"id\":\"1037\"},\"view\":{\"id\":\"1040\"}},\"id\":\"1039\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1205\"}},\"id\":\"1210\",\"type\":\"CDSView\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"1052\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"source\":{\"id\":\"1131\"}},\"id\":\"1136\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1068\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1024\",\"type\":\"ResetTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1377\"},\"glyph\":{\"id\":\"1378\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1380\"},\"nonselection_glyph\":{\"id\":\"1379\"},\"view\":{\"id\":\"1382\"}},\"id\":\"1381\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"1291\"}]},\"id\":\"1330\",\"type\":\"LegendItem\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"1053\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1287\"},\"glyph\":{\"id\":\"1288\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1290\"},\"nonselection_glyph\":{\"id\":\"1289\"},\"view\":{\"id\":\"1292\"}},\"id\":\"1291\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"1209\"}]},\"id\":\"1244\",\"type\":\"LegendItem\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"1059\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"FIavjPum3z9KTvYS3lvfP5a/opMsrd4/TD9WHKs03j8m9R/l9JjcP+5sUmOGbts/7WOon9MI3D+XjFndlqvcPxOC3AAb+Nw/sFSzFr8d3T/EmwhWQhreP8wNnKdYLd4/rIRf24r53T/unElY84vdP9YnDrzjtN0/TMwHC7AM3z9Mq3GyKlvfPx0M1iVmOt4/19bwptT/3T/io5GfISHeP/nsRwQd5t4/o4Nhsmjr3j9wb+x3VW3eP1dl5h60W94/AcY4+NHU3z8WKZbrt1zgP+WjWqi8POA/f3qfQvwt4D9gGGKyDCLgPzIattlxJuA/EytT9hpe4D/aFIziFFLgP4ol4YxOGOA/1fWx3WRa4D/VV3dSY4TgP7EhpyiDjuA/eCGne9k24D88S/7OOvDfPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"1082\"},\"selection_policy\":{\"id\":\"1081\"}},\"id\":\"1065\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1205\"},\"glyph\":{\"id\":\"1206\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1208\"},\"nonselection_glyph\":{\"id\":\"1207\"},\"view\":{\"id\":\"1210\"}},\"id\":\"1209\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"1429\"}]},\"id\":\"1474\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1378\",\"type\":\"Line\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"1057\",\"type\":\"DaysTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1131\"},\"glyph\":{\"id\":\"1132\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1134\"},\"nonselection_glyph\":{\"id\":\"1133\"},\"view\":{\"id\":\"1136\"}},\"id\":\"1135\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1063\",\"type\":\"YearsTicker\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1288\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1428\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1004\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1206\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1380\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1023\",\"type\":\"SaveTool\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"1054\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"1055\",\"type\":\"DaysTicker\"},{\"attributes\":{\"source\":{\"id\":\"1167\"}},\"id\":\"1172\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1132\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1290\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"LAAmdeS22z8mQ+s+Hb/aP2M+RfKqjtk/qO9YQEHG2D9UHmP1zJTWP2829uASPtY/eY30o5o71z9Z8R5wNPjXP6a/v9Zsptk/6H2/0NbI2j9oJtFJd4DbP5RHqVwsE9w/958oYjKG3D8n6A/iPMvcP3Ax11PRetw/H9zM+8gQ3T/Q1t/DjeHdP0O6IyPdON0/XwMPVhgq3T/KhJ/dG8zcP2MBcA4pctw/8L90HHN93D8R0ciTQnbbP9jjiKXIGds/ogofLVCY2z+aNOYqF6HbPxApW7XPNdw/amHs11IY3D80JE3k9Q3cP0csE5+tFdw/SbkeDa2w2z+29+2w+2rbP+g4zG2rAdw/I6p9m1MW3D8B0IvD4FfdPxlnZ0Kba90/x9Nl6b/h3D+FE2HYl33dPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"1410\"},\"selection_policy\":{\"id\":\"1409\"}},\"id\":\"1377\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"1056\",\"type\":\"DaysTicker\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1208\",\"type\":\"Line\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"1058\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"1532\",\"type\":\"DataRange1d\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"7qRJaNyZ5j8/Tr0QARXmP0eWXJhpyOU/6qm1ZZ495T/wzzTkLMbiP9jbAP1hDuE//qSPk41T4D8/eBmmOVLgP6gxP2+TeOA/vwK0Xbal4D9imQDrJtfgPxJ3VTSbVeE/KqIDSa8p4T+DajPDBargPwojEHvk1OA/fXXrUh8u4j/+OxcZEWXjP9nNU+DwReM/p+QXTKMT4z/F3ozVpgPjP0EtJHnAU+M/JMLs6+IC4z89mDcAYbrhP35J+JJ5nOE/R7Z1tAQr4j/2SdhZX07iP5hnmBC2QuI/H/Wzbp4q4j8fsgs48E3iP+XIEKlRceI/DvRhj9A04T+03s6w/fXgPygnh6C2JOE/78nnIeBS4T9+woNkZdvgP0XjASoscuA/mdkuw6XF3j8V8xgix3LdPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"1316\"},\"selection_policy\":{\"id\":\"1315\"}},\"id\":\"1287\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"1062\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1134\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"FZJgYNVp4D+NXu7EqivgPyuvzsxFut8/rfp2SD9C3z/lqdxj2nDcP9nL2eMS+ds/OMsT3L+M2j+kMAu8W77aP9P4H7Cetto/V6e8ybpG2z+NUAQ2gVzbPzjet4M4L9w/SwDt7WyX3D9z+HfW7AjdPwCW3gTOJ90/5LLxk5fy3T9szjq7lGreP/PsdWedE94/fyxmRKV63T+YA0uIB0zdPzWT5rcOE94/Jyq21MW53j/LJ6TYdE3eP/DF6TUzv90/A+bAHqay3T+7zS5JbpLePxC2XDH6wN4/zYoUVT8t3j/0En7dsbncP6dLV6Hy7ts//ICb1yS+2z/0x3Ks4xPcP4gFzx5eZ9s/iYM7zMpR2z9hdyEaJoTbP0/vH4TCXtw/PQThMpHG3D/QwK+YM6/cPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"1230\"},\"selection_policy\":{\"id\":\"1229\"}},\"id\":\"1205\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"1060\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1067\",\"type\":\"Line\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"1064\"},{\"id\":\"1096\"},{\"id\":\"1130\"},{\"id\":\"1166\"},{\"id\":\"1204\"},{\"id\":\"1244\"},{\"id\":\"1286\"},{\"id\":\"1330\"},{\"id\":\"1376\"},{\"id\":\"1424\"},{\"id\":\"1474\"},{\"id\":\"1526\"}]},\"id\":\"1034\",\"type\":\"Legend\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"Zml+rYne4j+Uv1xIGOviP1i5wpwZ3OI/OWDnEWkJ4j9SZ+ObXEvgPxpyB0LjcN4/Xfvg1SBq3T8bG9vAscncP+7COcBtPt0/wUKhaDmq3T9gFCpTMDneP/23iVSHuN4/Wqo6A0dA3z8IYywQUD/fP+8q6qkO9N8/owFojpd84D9TksXzQ5vgP4RDu0rthOA/WGNrk+KB4D+RuzD+QIXgP1QVt+MwkuA/St0ksEwi4D+O4svIWqTfP8w3NWQ7DOA/uGgA4UJM4D8331Vt0V3gP/Ryn5AWwt8/PDu6mH993z82pl/HocnfP8qARwjmyt4/bxI68yAL3j806I6ExI/dP+7rECvqFN4/FMJao+Lw3j/T89i+tVXfPx0RozvYBOA/PaI5RrCF3z9U3XD4E1/fPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"1152\"},\"selection_policy\":{\"id\":\"1151\"}},\"id\":\"1131\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1475\"}},\"id\":\"1480\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1006\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1379\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1081\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"1614\"},\"group\":null,\"major_label_policy\":{\"id\":\"1615\"},\"ticker\":{\"id\":\"1578\"}},\"id\":\"1577\",\"type\":\"LinearAxis\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"1061\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1289\",\"type\":\"Line\"},{\"attributes\":{\"tools\":[{\"id\":\"1548\"},{\"id\":\"1549\"},{\"id\":\"1550\"},{\"id\":\"1551\"},{\"id\":\"1552\"},{\"id\":\"1553\"}]},\"id\":\"1555\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"1409\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1207\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1475\"},\"glyph\":{\"id\":\"1476\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1478\"},\"nonselection_glyph\":{\"id\":\"1477\"},\"view\":{\"id\":\"1480\"}},\"id\":\"1479\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"1335\"}]},\"id\":\"1376\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"1082\",\"type\":\"Selection\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1036\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1229\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"1315\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1133\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1586\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"1410\",\"type\":\"Selection\"},{\"attributes\":{\"child\":{\"id\":\"1595\"},\"title\":\"National Average\"},\"id\":\"1596\",\"type\":\"Panel\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"1171\"}]},\"id\":\"1204\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"1316\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1151\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"1574\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"1230\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1478\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1571\",\"type\":\"LinearScale\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"yY6dvMmk3j8vrjDpKMbeP8gmG9SiId8/g3pkfgfd3T8/uWTPjincP5ukEivpmNs/aVlgEZLN2j9kg36wOODaP/RGg4HTjdo/LD+HHItX2z8kXmb6XfTcP/EaxpLtkt0/5cW5pwVM3T/Mv5nhfHneP6hTd41lL98/uvtEdXfR3z/XALXH6e7fP6R1BzuukN8/s0noxpWZ3j+G0h3sZAvfP7dDfxhmLN4/yEy3g0Ta3T+hutsMoh7ePyw5jo5Rn90/3TmsXr3K3T84F29xK6PeP9Oh4UIP8d0/Diva4K4R3j8AiHf4ZKjdPwPXDYXbyNw/VwVp8nQA3T+gaODL+oPcP4AGQR6hKNw/Joe4uAkC3T9hpZ3lgAfdP+V28d20nt0/D2Oy/gaj3T/4Jg0xMsncPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"1512\"},\"selection_policy\":{\"id\":\"1511\"}},\"id\":\"1475\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"1479\"}]},\"id\":\"1526\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"1152\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1477\",\"type\":\"Line\"},{\"attributes\":{\"children\":[{\"id\":\"1529\"},{\"id\":\"1003\"},{\"id\":\"1562\"}]},\"id\":\"1595\",\"type\":\"Column\"},{\"attributes\":{},\"id\":\"1534\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"1017\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"1511\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"1512\",\"type\":\"Selection\"},{\"attributes\":{\"overlay\":{\"id\":\"1026\"}},\"id\":\"1022\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"1021\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"1020\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"1606\",\"type\":\"AllLabels\"},{\"attributes\":{\"source\":{\"id\":\"1035\"}},\"id\":\"1040\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1605\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1427\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1567\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"1602\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"1536\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1037\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"National average post earthquake compared to 90 day prior baseline\"},\"id\":\"1527\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"1603\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1246\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"1602\"},\"group\":null,\"major_label_policy\":{\"id\":\"1603\"},\"ticker\":{\"id\":\"1545\"}},\"id\":\"1544\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"1565\",\"type\":\"DataRange1d\"},{\"attributes\":{\"source\":{\"id\":\"1331\"}},\"id\":\"1336\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1098\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"5NoNUhHC2j8U+F22fkfZP3iNAY2sI9g/oB76Pi+p1j+hV1D30Q/WP8V6rD03sdU/vwZG3xim1j/xbcpxJMXXP2EB5E4Xntk/xpzSNjML2z99L56GLkfcPzJ/5CEOQd0/oVq9xOX43T87YEsdTwnfP03KoxLk7d8/XItvbeZ64D81fcv5Ui7gP1YBoxAeoN8//5+9mPD93j9IkZMa28veP7r94EKvPd4/vJIcjp003j+AgTC5LS3dP+yCswnf9t0/FsmRP/E73z8pwAqp6n7fP3oKZb22w98/gUAEs2sJ4D+Xi3oxkd7fP3ksYqkSLuA/W/nhHK0o4D8sDBB1MrLfP5QWb7lMCOA/IVdxt4bu3z83l1P+6crfP2+5rvrmF+A/tgRH8HGE3z9x1pEcmADfPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"1460\"},\"selection_policy\":{\"id\":\"1459\"}},\"id\":\"1425\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1553\",\"type\":\"HelpTool\"},{\"attributes\":{\"below\":[{\"id\":\"1540\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"1543\"},{\"id\":\"1547\"}],\"height\":40,\"left\":[{\"id\":\"1544\"}],\"outline_line_width\":0,\"title\":{\"id\":\"1530\"},\"toolbar\":{\"id\":\"1555\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"1532\"},\"x_scale\":{\"id\":\"1536\"},\"y_range\":{\"id\":\"1534\"},\"y_scale\":{\"id\":\"1538\"}},\"id\":\"1529\",\"subtype\":\"Figure\",\"type\":\"Plot\"}],\"root_ids\":[\"1597\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.3\"}};\n const render_items = [{\"docid\":\"a78154dc-2e81-455b-b1a1-e7d52dd2f845\",\"root_ids\":[\"1597\"],\"roots\":{\"1597\":\"c8e31e8a-28c3-4bb1-a820-2fb52e49fa0e\"}}];\n root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n }\n if (root.Bokeh !== undefined) {\n embed_document(root);\n } else {\n let attempts = 0;\n const timer = setInterval(function(root) {\n if (root.Bokeh !== undefined) {\n clearInterval(timer);\n embed_document(root);\n } else {\n attempts++;\n if (attempts > 100) {\n clearInterval(timer);\n console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n }\n }\n }, 10, root)\n }\n})(window);", "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { - "id": "12133" + "id": "1597" } }, "output_type": "display_data" @@ -492,7 +492,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 23, "metadata": { "tags": [ "hide-input" @@ -504,7 +504,7 @@ "text/html": [ "
\n", " \n", - " Loading BokehJS ...\n", + " Loading BokehJS ...\n", "
\n" ] }, @@ -513,7 +513,7 @@ }, { "data": { - "application/javascript": "(function(root) {\n function now() {\n return new Date();\n }\n\n const force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\nconst JS_MIME_TYPE = 'application/javascript';\n const HTML_MIME_TYPE = 'text/html';\n const EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n const CLASS_NAME = 'output_bokeh rendered_html';\n\n /**\n * Render data to the DOM node\n */\n function render(props, node) {\n const script = document.createElement(\"script\");\n node.appendChild(script);\n }\n\n /**\n * Handle when an output is cleared or removed\n */\n function handleClearOutput(event, handle) {\n const cell = handle.cell;\n\n const id = cell.output_area._bokeh_element_id;\n const server_id = cell.output_area._bokeh_server_id;\n // Clean up Bokeh references\n if (id != null && id in Bokeh.index) {\n Bokeh.index[id].model.document.clear();\n delete Bokeh.index[id];\n }\n\n if (server_id !== undefined) {\n // Clean up Bokeh references\n const cmd_clean = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n cell.notebook.kernel.execute(cmd_clean, {\n iopub: {\n output: function(msg) {\n const id = msg.content.text.trim();\n if (id in Bokeh.index) {\n Bokeh.index[id].model.document.clear();\n delete Bokeh.index[id];\n }\n }\n }\n });\n // Destroy server and session\n const cmd_destroy = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n cell.notebook.kernel.execute(cmd_destroy);\n }\n }\n\n /**\n * Handle when a new output is added\n */\n function handleAddOutput(event, handle) {\n const output_area = handle.output_area;\n const output = handle.output;\n\n // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n if ((output.output_type != \"display_data\") || (!Object.prototype.hasOwnProperty.call(output.data, EXEC_MIME_TYPE))) {\n return\n }\n\n const toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n\n if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n // store reference to embed id on output_area\n output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n }\n if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n const bk_div = document.createElement(\"div\");\n bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n const script_attrs = bk_div.children[0].attributes;\n for (let i = 0; i < script_attrs.length; i++) {\n toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n toinsert[toinsert.length - 1].firstChild.textContent = bk_div.children[0].textContent\n }\n // store reference to server id on output_area\n output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n }\n }\n\n function register_renderer(events, OutputArea) {\n\n function append_mime(data, metadata, element) {\n // create a DOM node to render to\n const toinsert = this.create_output_subarea(\n metadata,\n CLASS_NAME,\n EXEC_MIME_TYPE\n );\n this.keyboard_manager.register_events(toinsert);\n // Render to node\n const props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n render(props, toinsert[toinsert.length - 1]);\n element.append(toinsert);\n return toinsert\n }\n\n /* Handle when an output is cleared or removed */\n events.on('clear_output.CodeCell', handleClearOutput);\n events.on('delete.Cell', handleClearOutput);\n\n /* Handle when a new output is added */\n events.on('output_added.OutputArea', handleAddOutput);\n\n /**\n * Register the mime type and append_mime function with output_area\n */\n OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n /* Is output safe? */\n safe: true,\n /* Index of renderer in `output_area.display_order` */\n index: 0\n });\n }\n\n // register the mime type if in Jupyter Notebook environment and previously unregistered\n if (root.Jupyter !== undefined) {\n const events = require('base/js/events');\n const OutputArea = require('notebook/js/outputarea').OutputArea;\n\n if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n register_renderer(events, OutputArea);\n }\n }\n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n const NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"
    \\n\"+\n \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
  • \\n\"+\n \"
  • use INLINE resources instead, as so:
  • \\n\"+\n \"
\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded() {\n const el = document.getElementById(\"27502\");\n if (el != null) {\n el.textContent = \"BokehJS is loading...\";\n }\n if (root.Bokeh !== undefined) {\n if (el != null) {\n el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(display_loaded, 100)\n }\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error(url) {\n console.error(\"failed to load \" + url);\n }\n\n for (let i = 0; i < css_urls.length; i++) {\n const url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (let i = 0; i < js_urls.length; i++) {\n const url = js_urls[i];\n const element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-2.4.3.min.js\"];\n const css_urls = [];\n\n const inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {\n }\n ];\n\n function run_inline_js() {\n if (root.Bokeh !== undefined || force === true) {\n for (let i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\nif (force === true) {\n display_loaded();\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n const cell = $(document.getElementById(\"27502\")).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));", + "application/javascript": "(function(root) {\n function now() {\n return new Date();\n }\n\n const force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\nconst JS_MIME_TYPE = 'application/javascript';\n const HTML_MIME_TYPE = 'text/html';\n const EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n const CLASS_NAME = 'output_bokeh rendered_html';\n\n /**\n * Render data to the DOM node\n */\n function render(props, node) {\n const script = document.createElement(\"script\");\n node.appendChild(script);\n }\n\n /**\n * Handle when an output is cleared or removed\n */\n function handleClearOutput(event, handle) {\n const cell = handle.cell;\n\n const id = cell.output_area._bokeh_element_id;\n const server_id = cell.output_area._bokeh_server_id;\n // Clean up Bokeh references\n if (id != null && id in Bokeh.index) {\n Bokeh.index[id].model.document.clear();\n delete Bokeh.index[id];\n }\n\n if (server_id !== undefined) {\n // Clean up Bokeh references\n const cmd_clean = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n cell.notebook.kernel.execute(cmd_clean, {\n iopub: {\n output: function(msg) {\n const id = msg.content.text.trim();\n if (id in Bokeh.index) {\n Bokeh.index[id].model.document.clear();\n delete Bokeh.index[id];\n }\n }\n }\n });\n // Destroy server and session\n const cmd_destroy = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n cell.notebook.kernel.execute(cmd_destroy);\n }\n }\n\n /**\n * Handle when a new output is added\n */\n function handleAddOutput(event, handle) {\n const output_area = handle.output_area;\n const output = handle.output;\n\n // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n if ((output.output_type != \"display_data\") || (!Object.prototype.hasOwnProperty.call(output.data, EXEC_MIME_TYPE))) {\n return\n }\n\n const toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n\n if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n // store reference to embed id on output_area\n output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n }\n if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n const bk_div = document.createElement(\"div\");\n bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n const script_attrs = bk_div.children[0].attributes;\n for (let i = 0; i < script_attrs.length; i++) {\n toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n toinsert[toinsert.length - 1].firstChild.textContent = bk_div.children[0].textContent\n }\n // store reference to server id on output_area\n output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n }\n }\n\n function register_renderer(events, OutputArea) {\n\n function append_mime(data, metadata, element) {\n // create a DOM node to render to\n const toinsert = this.create_output_subarea(\n metadata,\n CLASS_NAME,\n EXEC_MIME_TYPE\n );\n this.keyboard_manager.register_events(toinsert);\n // Render to node\n const props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n render(props, toinsert[toinsert.length - 1]);\n element.append(toinsert);\n return toinsert\n }\n\n /* Handle when an output is cleared or removed */\n events.on('clear_output.CodeCell', handleClearOutput);\n events.on('delete.Cell', handleClearOutput);\n\n /* Handle when a new output is added */\n events.on('output_added.OutputArea', handleAddOutput);\n\n /**\n * Register the mime type and append_mime function with output_area\n */\n OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n /* Is output safe? */\n safe: true,\n /* Index of renderer in `output_area.display_order` */\n index: 0\n });\n }\n\n // register the mime type if in Jupyter Notebook environment and previously unregistered\n if (root.Jupyter !== undefined) {\n const events = require('base/js/events');\n const OutputArea = require('notebook/js/outputarea').OutputArea;\n\n if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n register_renderer(events, OutputArea);\n }\n }\n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n const NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"
    \\n\"+\n \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
  • \\n\"+\n \"
  • use INLINE resources instead, as so:
  • \\n\"+\n \"
\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded() {\n const el = document.getElementById(\"1958\");\n if (el != null) {\n el.textContent = \"BokehJS is loading...\";\n }\n if (root.Bokeh !== undefined) {\n if (el != null) {\n el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(display_loaded, 100)\n }\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error(url) {\n console.error(\"failed to load \" + url);\n }\n\n for (let i = 0; i < css_urls.length; i++) {\n const url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (let i = 0; i < js_urls.length; i++) {\n const url = js_urls[i];\n const element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-2.4.3.min.js\"];\n const css_urls = [];\n\n const inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {\n }\n ];\n\n function run_inline_js() {\n if (root.Bokeh !== undefined || force === true) {\n for (let i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\nif (force === true) {\n display_loaded();\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n const cell = $(document.getElementById(\"1958\")).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));", "application/vnd.bokehjs_load.v0+json": "" }, "metadata": {}, @@ -523,7 +523,7 @@ "data": { "text/html": [ "\n", - "
\n" + "
\n" ] }, "metadata": {}, @@ -531,12 +531,12 @@ }, { "data": { - "application/javascript": "(function(root) {\n function embed_document(root) {\n const docs_json = {\"9fa024e3-c380-4f0e-a21c-c700e39475b7\":{\"defs\":[],\"roots\":{\"references\":[{\"attributes\":{\"sizing_mode\":\"scale_both\",\"tabs\":[{\"id\":\"28096\"},{\"id\":\"28690\"},{\"id\":\"29284\"},{\"id\":\"29878\"},{\"id\":\"30472\"},{\"id\":\"31014\"},{\"id\":\"31368\"},{\"id\":\"31962\"},{\"id\":\"32556\"},{\"id\":\"33150\"},{\"id\":\"33744\"},{\"id\":\"34338\"},{\"id\":\"34932\"},{\"id\":\"35526\"},{\"id\":\"36120\"}]},\"id\":\"36121\",\"type\":\"Tabs\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"27565\"},\"glyph\":{\"id\":\"27566\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"27568\"},\"nonselection_glyph\":{\"id\":\"27567\"},\"view\":{\"id\":\"27570\"}},\"id\":\"27569\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"31410\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"33558\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"33557\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"31411\",\"type\":\"AllLabels\"},{\"attributes\":{\"axis\":{\"id\":\"32537\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"32540\",\"type\":\"Grid\"},{\"attributes\":{\"source\":{\"id\":\"27565\"}},\"id\":\"27570\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"30163\"}},\"id\":\"30168\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"32538\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"34608\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"34581\"}},\"id\":\"34586\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"27582\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"28100\",\"type\":\"DataRange1d\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"34581\"},\"glyph\":{\"id\":\"34582\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"34584\"},\"nonselection_glyph\":{\"id\":\"34583\"},\"view\":{\"id\":\"34586\"}},\"id\":\"34585\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"32542\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34584\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"35754\",\"type\":\"Selection\"},{\"attributes\":{\"label\":{\"value\":\"Manufacturing\"},\"renderers\":[{\"id\":\"34585\"}]},\"id\":\"34622\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"35655\"},\"glyph\":{\"id\":\"35656\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"35658\"},\"nonselection_glyph\":{\"id\":\"35657\"},\"view\":{\"id\":\"35660\"}},\"id\":\"35659\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"31413\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{},\"id\":\"32541\",\"type\":\"PanTool\"},{\"attributes\":{\"overlay\":{\"id\":\"32547\"}},\"id\":\"32543\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"children\":[{\"id\":\"28623\"},{\"id\":\"28097\"},{\"id\":\"28656\"}]},\"id\":\"28689\",\"type\":\"Column\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"30163\"},\"glyph\":{\"id\":\"30164\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"30166\"},\"nonselection_glyph\":{\"id\":\"30165\"},\"view\":{\"id\":\"30168\"}},\"id\":\"30167\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"27569\"}]},\"id\":\"27596\",\"type\":\"LegendItem\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"27601\"}]},\"id\":\"27630\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"28117\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"31414\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"32544\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"32545\",\"type\":\"ResetTool\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"28735\"},\"group\":null,\"major_label_policy\":{\"id\":\"28736\"},\"ticker\":{\"id\":\"28701\"}},\"id\":\"28700\",\"type\":\"DatetimeAxis\"},{\"attributes\":{\"source\":{\"id\":\"35655\"}},\"id\":\"35660\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"27581\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"34607\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30166\",\"type\":\"Line\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"32547\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"AFp7lmPf5z8a8SOKEZLnPwRLG5mtrOY/UyJopM8f5j+qNVQwK2TiPy7TmfN34N4/TBITXk9M3D+QaGJ8kCXbP9LWW401dNs/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"30192\"},\"selection_policy\":{\"id\":\"30191\"}},\"id\":\"30163\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"30167\"}]},\"id\":\"30206\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"32579\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"35676\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"31415\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30165\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35658\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"28692\",\"type\":\"DataRange1d\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"30211\"}]},\"id\":\"30252\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"2dGe6d4/4j8s1nnQ40PgP1z/UYL6yeA/o1w50sU+3z9Q+bMpI3bcP08ClXuDVdw/l1DPGrVj2j+8R9p62BTaP+fWu86LN9o/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"35676\"},\"selection_policy\":{\"id\":\"35675\"}},\"id\":\"35655\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"35659\"}]},\"id\":\"35690\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"30191\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"31416\",\"type\":\"Selection\"},{\"attributes\":{\"children\":[{\"id\":\"33083\"},{\"id\":\"32557\"},{\"id\":\"33116\"}]},\"id\":\"33149\",\"type\":\"Column\"},{\"attributes\":{},\"id\":\"30192\",\"type\":\"Selection\"},{\"attributes\":{\"axis\":{\"id\":\"33160\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"33163\",\"type\":\"Grid\"},{\"attributes\":{\"source\":{\"id\":\"33573\"}},\"id\":\"33578\",\"type\":\"CDSView\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"32580\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35657\",\"type\":\"Line\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"28752\"},{\"id\":\"28784\"},{\"id\":\"28818\"},{\"id\":\"28854\"},{\"id\":\"28892\"},{\"id\":\"28932\"},{\"id\":\"28974\"},{\"id\":\"29018\"},{\"id\":\"29064\"},{\"id\":\"29112\"},{\"id\":\"29162\"},{\"id\":\"29214\"}]},\"id\":\"28722\",\"type\":\"Legend\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"35695\"}]},\"id\":\"35728\",\"type\":\"LegendItem\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"28740\"},{\"id\":\"28741\"},{\"id\":\"28742\"},{\"id\":\"28743\"},{\"id\":\"28744\"},{\"id\":\"28745\"},{\"id\":\"28746\"},{\"id\":\"28747\"},{\"id\":\"28748\"},{\"id\":\"28749\"},{\"id\":\"28750\"},{\"id\":\"28751\"}]},\"id\":\"28701\",\"type\":\"DatetimeTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32591\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"35675\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"33573\"},\"glyph\":{\"id\":\"33574\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"33576\"},\"nonselection_glyph\":{\"id\":\"33575\"},\"view\":{\"id\":\"33578\"}},\"id\":\"33577\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28132\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"QHacKkcL4D9shCFP5vLcP6RNzRpH0d0/017QHuNf3T9B8cGcpfvdPzyC5WwkgN4/RH7+62Mw2z/RUnEXzCLbP34sAFvxj9o/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"32604\"},\"selection_policy\":{\"id\":\"32603\"}},\"id\":\"32589\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"27597\"},\"glyph\":{\"id\":\"27598\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"27600\"},\"nonselection_glyph\":{\"id\":\"27599\"},\"view\":{\"id\":\"27602\"}},\"id\":\"27601\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33576\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37772\"},\"group\":null,\"major_label_policy\":{\"id\":\"37773\"},\"ticker\":{\"id\":\"32538\"}},\"id\":\"32537\",\"type\":\"LinearAxis\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"PhaU1h4N2j/4JWyStifYPwzlA7Pas9M/gngTby8U0D/OBIzAvlzIPwMkWRG5Ycg/AoRknhokxj+1nBUTZW/HP8UmfenFx84/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"33608\"},\"selection_policy\":{\"id\":\"33607\"}},\"id\":\"33573\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"28129\"}},\"id\":\"28134\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"33577\"}]},\"id\":\"33622\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"27597\"}},\"id\":\"27602\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"34623\"}},\"id\":\"34628\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"28133\"}]},\"id\":\"28158\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32592\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"27598\",\"type\":\"Line\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"31418\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33575\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28131\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"32589\"}},\"id\":\"32594\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"33627\"}]},\"id\":\"33674\",\"type\":\"LegendItem\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"34627\"}]},\"id\":\"34666\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"31429\",\"type\":\"YearsTicker\"},{\"attributes\":{},\"id\":\"33607\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"27616\",\"type\":\"Selection\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"31425\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"34623\"},\"glyph\":{\"id\":\"34624\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"34626\"},\"nonselection_glyph\":{\"id\":\"34625\"},\"view\":{\"id\":\"34628\"}},\"id\":\"34627\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"33171\",\"type\":\"SaveTool\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"31423\",\"type\":\"DaysTicker\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"31424\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"33608\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"27600\",\"type\":\"Line\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"31428\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34624\",\"type\":\"Line\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"31426\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"below\":[{\"id\":\"29294\"}],\"center\":[{\"id\":\"29297\"},{\"id\":\"29301\"}],\"height\":400,\"left\":[{\"id\":\"29298\"}],\"renderers\":[{\"id\":\"29321\"},{\"id\":\"29351\"},{\"id\":\"29383\"},{\"id\":\"29417\"},{\"id\":\"29453\"},{\"id\":\"29491\"},{\"id\":\"29531\"},{\"id\":\"29573\"},{\"id\":\"29617\"},{\"id\":\"29663\"},{\"id\":\"29711\"},{\"id\":\"29761\"}],\"right\":[{\"id\":\"29316\"}],\"title\":{\"id\":\"29809\"},\"toolbar\":{\"id\":\"29309\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"29286\"},\"x_scale\":{\"id\":\"29290\"},\"y_range\":{\"id\":\"29288\"},\"y_scale\":{\"id\":\"29292\"}},\"id\":\"29285\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"FcXLLjg/2D/Y2kvjUV7ZP53wFc3dX9o/k/cV/7et2j+b/KPg6GzXPw1UKaOlodc/dxCS018e2j+tqRay9ynaPxsl6QcVzNs/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"27616\"},\"selection_policy\":{\"id\":\"27615\"}},\"id\":\"27597\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"overlay\":{\"id\":\"33174\"}},\"id\":\"33170\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"source\":{\"id\":\"30207\"}},\"id\":\"30212\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34626\",\"type\":\"Line\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"31427\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"28142\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"33169\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"28129\"},\"glyph\":{\"id\":\"28130\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"28132\"},\"nonselection_glyph\":{\"id\":\"28131\"},\"view\":{\"id\":\"28134\"}},\"id\":\"28133\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"35691\"},\"glyph\":{\"id\":\"35692\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"35694\"},\"nonselection_glyph\":{\"id\":\"35693\"},\"view\":{\"id\":\"35696\"}},\"id\":\"35695\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"5DHz80bC4z/y5j3IrtjiP41gAVDsSuQ/HwQmoQKC4j95rb+eXNHeP1iDixBlDtg/SgVnn8+g2D/mRY6ZLsbaP/yiEExdQd0/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"34652\"},\"selection_policy\":{\"id\":\"34651\"}},\"id\":\"34623\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"27599\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"27635\"}]},\"id\":\"27666\",\"type\":\"LegendItem\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"33200\"},{\"id\":\"33201\"},{\"id\":\"33202\"},{\"id\":\"33203\"},{\"id\":\"33204\"},{\"id\":\"33205\"},{\"id\":\"33206\"},{\"id\":\"33207\"},{\"id\":\"33208\"},{\"id\":\"33209\"},{\"id\":\"33210\"},{\"id\":\"33211\"}]},\"id\":\"33161\",\"type\":\"DatetimeTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"30207\"},\"glyph\":{\"id\":\"30208\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"30210\"},\"nonselection_glyph\":{\"id\":\"30209\"},\"view\":{\"id\":\"30212\"}},\"id\":\"30211\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"35691\"}},\"id\":\"35696\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"27615\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34625\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"LNjqVSAW4j+smez7XbLfP5hxdJoRKd0/uOFpyDOH2D88U33dPMvSPxy56KGG7s0/MEEZl6zKxz8AayHHb0nGP4jl2ES9hM8/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"28144\"},\"selection_policy\":{\"id\":\"28143\"}},\"id\":\"28129\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30208\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"34671\"}]},\"id\":\"34712\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35692\",\"type\":\"Line\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"28120\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"34651\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"tools\":[{\"id\":\"27520\"},{\"id\":\"27521\"},{\"id\":\"27522\"},{\"id\":\"27523\"},{\"id\":\"27524\"},{\"id\":\"27525\"}]},\"id\":\"27527\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"32529\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30210\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"34652\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"32523\",\"type\":\"Title\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"ZpXCeW9L5j/0Cqq8ZtTmPzxamAXz7eg/4BWo0JTB6T953O4L0u7oP+C9Oh/2/eY/aG/K5g915z8sb5e8yBnoPxZg3Z4Wq+c/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"30238\"},\"selection_policy\":{\"id\":\"30237\"}},\"id\":\"30207\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"35714\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37775\"},\"group\":null,\"major_label_policy\":{\"id\":\"37776\"},\"ticker\":{\"id\":\"32534\"}},\"id\":\"32533\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"32527\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"32546\",\"type\":\"HelpTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35694\",\"type\":\"Line\"},{\"attributes\":{\"axis\":{\"id\":\"33758\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"33761\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30209\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"YK0I1d/G2j/LX+YEpZTcP1vZU9zAKNw/VA9bBuBn2z9N6POsP3PaP8Eg2uu81No/AKkCSPi/2D9A6RL0DLvWP6ShjBAKkdU/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"35714\"},\"selection_policy\":{\"id\":\"35713\"}},\"id\":\"35691\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"33680\",\"type\":\"DataRange1d\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"30257\"}]},\"id\":\"30300\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"32534\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"32531\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"30237\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"axis\":{\"id\":\"32533\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"32536\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"30238\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"34340\",\"type\":\"DataRange1d\"},{\"attributes\":{\"source\":{\"id\":\"33623\"}},\"id\":\"33628\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35693\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"28115\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"overlay\":{\"id\":\"28120\"}},\"id\":\"28116\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"33762\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"28119\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"35713\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"32578\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"32598\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"33623\"},\"glyph\":{\"id\":\"33624\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"33626\"},\"nonselection_glyph\":{\"id\":\"33625\"},\"view\":{\"id\":\"33628\"}},\"id\":\"33627\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"28118\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"28114\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"33759\",\"type\":\"BasicTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"27631\"},\"glyph\":{\"id\":\"27632\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"27634\"},\"nonselection_glyph\":{\"id\":\"27633\"},\"view\":{\"id\":\"27636\"}},\"id\":\"27635\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33624\",\"type\":\"Line\"},{\"attributes\":{\"child\":{\"id\":\"33743\"},\"title\":\"Rabat - sal\\u00e9 - zemmour - zaer\"},\"id\":\"33744\",\"type\":\"Panel\"},{\"attributes\":{},\"id\":\"28138\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33626\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"27631\"}},\"id\":\"27636\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"PsyReYvW3D+4YhGMZIjaP0Yj1ZEt5dk/IcQxOn4a2T9k5sI8Jw3VP23VIQXq0dI/4l7ZHE390T/vlaGV2PHTP+EvZwCq79Q/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"33660\"},\"selection_policy\":{\"id\":\"33659\"}},\"id\":\"33623\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"overlay\":{\"id\":\"33768\"}},\"id\":\"33764\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"27632\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"33763\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"source\":{\"id\":\"34667\"}},\"id\":\"34672\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33625\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"33682\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"28139\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"27652\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"33659\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"34667\"},\"glyph\":{\"id\":\"34668\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"34670\"},\"nonselection_glyph\":{\"id\":\"34669\"},\"view\":{\"id\":\"34672\"}},\"id\":\"34671\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"27634\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"33660\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"CfqHlnOP4D9chUrnPiLhPwzvsZa73ts/JTKsPffa2D9QYPE7gkfUP48GSv1WG9Q/kxDVMezT0j+TDagk/mrVPy0pbJdNlNY/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"27652\"},\"selection_policy\":{\"id\":\"27651\"}},\"id\":\"27631\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"27668\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34668\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"35729\"},\"glyph\":{\"id\":\"35730\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"35732\"},\"nonselection_glyph\":{\"id\":\"35731\"},\"view\":{\"id\":\"35734\"}},\"id\":\"35733\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"30253\"}},\"id\":\"30258\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34670\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"27633\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"axew0stk5z+QwK3SFZrnP4Ak6pYsZOg/c++J6dw45z9m5KQ0wgHjP3JUYtMO/eA/0b8rcJve3j8HI9G8ukPaP9nzg2FfKNg/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"34698\"},\"selection_policy\":{\"id\":\"34697\"}},\"id\":\"34667\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"35729\"}},\"id\":\"35734\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"27651\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"30253\"},\"glyph\":{\"id\":\"30254\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"30256\"},\"nonselection_glyph\":{\"id\":\"30255\"},\"view\":{\"id\":\"30258\"}},\"id\":\"30257\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"31431\"}},\"id\":\"31436\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"32593\"}]},\"id\":\"32618\",\"type\":\"LegendItem\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"31435\"}]},\"id\":\"31462\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"28141\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34669\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35730\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30254\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"34717\"}]},\"id\":\"34760\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"34697\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"31431\"},\"glyph\":{\"id\":\"31432\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"31434\"},\"nonselection_glyph\":{\"id\":\"31433\"},\"view\":{\"id\":\"31436\"}},\"id\":\"31435\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30256\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"34698\",\"type\":\"Selection\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"35733\"}]},\"id\":\"35768\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"31448\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"Totr2TQz1j8GtIU4vljRP5huUZ1nO88/SjrnUVfcxj8+yiJvj/q9PzHnsSEfSsE/VsFbEVe0xT9to9i0i5HKP3LoqaI9IdQ/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"30286\"},\"selection_policy\":{\"id\":\"30285\"}},\"id\":\"30253\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"tools\":[{\"id\":\"32541\"},{\"id\":\"32542\"},{\"id\":\"32543\"},{\"id\":\"32544\"},{\"id\":\"32545\"},{\"id\":\"32546\"}]},\"id\":\"32548\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31432\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35732\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"v58bTmrl3z+3W63gHULgP9WgfWCKSuA/q/cPM9z/3T+7dyQLJtvdPwDjbnC3St0/Gx8XQAtv3D8Iy58reaHaP32DoVZqr9o/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"35754\"},\"selection_policy\":{\"id\":\"35753\"}},\"id\":\"35729\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"33715\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31434\",\"type\":\"Line\"},{\"attributes\":{\"tools\":[{\"id\":\"28114\"},{\"id\":\"28115\"},{\"id\":\"28116\"},{\"id\":\"28117\"},{\"id\":\"28118\"},{\"id\":\"28119\"}]},\"id\":\"28121\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30255\",\"type\":\"Line\"},{\"attributes\":{\"overlay\":{\"id\":\"32580\"}},\"id\":\"32576\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"33684\",\"type\":\"LinearScale\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"30305\"}]},\"id\":\"30350\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"QjRiOM/D3T/mUkmfiG3bPw5IRlzLN9s/FrOQs+552j+vFoAyNJTXP4OCeb4wVtY/K8ABdqx/2D9zXBNtIZTbP6vDqchYoN0/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"31448\"},\"selection_policy\":{\"id\":\"31447\"}},\"id\":\"31431\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"32577\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"33165\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"30285\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"32589\"},\"glyph\":{\"id\":\"32590\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"32592\"},\"nonselection_glyph\":{\"id\":\"32591\"},\"view\":{\"id\":\"32594\"}},\"id\":\"32593\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"33675\",\"type\":\"Title\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28130\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35731\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"30286\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"32599\",\"type\":\"AllLabels\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37796\"},\"group\":null,\"major_label_policy\":{\"id\":\"37797\"},\"ticker\":{\"id\":\"33693\"}},\"id\":\"33692\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"35753\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31433\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"35796\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"33713\",\"type\":\"DataRange1d\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"31467\"}]},\"id\":\"31496\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37799\"},\"group\":null,\"major_label_policy\":{\"id\":\"37800\"},\"ticker\":{\"id\":\"33689\"}},\"id\":\"33688\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"31447\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"33701\",\"type\":\"HelpTool\"},{\"attributes\":{\"below\":[{\"id\":\"33688\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"33691\"},{\"id\":\"33695\"}],\"height\":40,\"left\":[{\"id\":\"33692\"}],\"outline_line_width\":0,\"title\":{\"id\":\"33678\"},\"toolbar\":{\"id\":\"33703\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"33680\"},\"x_scale\":{\"id\":\"33684\"},\"y_range\":{\"id\":\"33682\"},\"y_scale\":{\"id\":\"33686\"}},\"id\":\"33677\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"33678\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"28143\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"33689\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"33686\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis\":{\"id\":\"33688\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"33691\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"28144\",\"type\":\"Selection\"},{\"attributes\":{\"axis\":{\"id\":\"33692\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"33695\",\"type\":\"Grid\"},{\"attributes\":{\"source\":{\"id\":\"27667\"}},\"id\":\"27672\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"33693\",\"type\":\"BasicTicker\"},{\"attributes\":{\"below\":[{\"id\":\"33721\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"33724\"},{\"id\":\"33728\"}],\"height\":40,\"left\":[{\"id\":\"33725\"}],\"outline_line_width\":0,\"title\":{\"id\":\"33711\"},\"toolbar\":{\"id\":\"33736\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"33713\"},\"x_scale\":{\"id\":\"33717\"},\"y_range\":{\"id\":\"33715\"},\"y_scale\":{\"id\":\"33719\"}},\"id\":\"33710\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"27667\"},\"glyph\":{\"id\":\"27668\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"27670\"},\"nonselection_glyph\":{\"id\":\"27669\"},\"view\":{\"id\":\"27672\"}},\"id\":\"27671\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"33697\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"33696\",\"type\":\"PanTool\"},{\"attributes\":{\"source\":{\"id\":\"34713\"}},\"id\":\"34718\",\"type\":\"CDSView\"},{\"attributes\":{\"overlay\":{\"id\":\"33702\"}},\"id\":\"33698\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"27670\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"33699\",\"type\":\"SaveTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"uz2YwHep1j/7Dl3gxCTXP71XDMHuitc/QKFa/o3y1j+/Qre2u6bZPwsywrxW59w/1590IP4Z4D9kyPTB+xXgP7Ed7y+ioeA/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"27690\"},\"selection_policy\":{\"id\":\"27689\"}},\"id\":\"27667\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"33700\",\"type\":\"ResetTool\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"27671\"}]},\"id\":\"27704\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"34713\"},\"glyph\":{\"id\":\"34714\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"34716\"},\"nonselection_glyph\":{\"id\":\"34715\"},\"view\":{\"id\":\"34718\"}},\"id\":\"34717\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"30514\"},\"group\":null,\"major_label_policy\":{\"id\":\"30515\"},\"ticker\":{\"id\":\"30487\"}},\"id\":\"30486\",\"type\":\"LinearAxis\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"33702\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34714\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37811\"},\"group\":null,\"major_label_policy\":{\"id\":\"37812\"},\"ticker\":{\"id\":\"33722\"}},\"id\":\"33721\",\"type\":\"LinearAxis\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"35769\"},\"glyph\":{\"id\":\"35770\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"35772\"},\"nonselection_glyph\":{\"id\":\"35771\"},\"view\":{\"id\":\"35774\"}},\"id\":\"35773\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"27669\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"33717\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32590\",\"type\":\"Line\"},{\"attributes\":{\"axis\":{\"id\":\"33721\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"33724\",\"type\":\"Grid\"},{\"attributes\":{\"source\":{\"id\":\"30301\"}},\"id\":\"30306\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34716\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"31463\"},\"glyph\":{\"id\":\"31464\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"31466\"},\"nonselection_glyph\":{\"id\":\"31465\"},\"view\":{\"id\":\"31468\"}},\"id\":\"31467\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"35769\"}},\"id\":\"35774\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"27689\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"ZL0m4cMs4D+iRbI28pDeP/xUmGl0Pdw//Hd9I58L3T+Ykj23AY7eP5eEYUJIdt4/xiYFz6rx3j886ggtOjvgP6gEKjfuk+A/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"34746\"},\"selection_policy\":{\"id\":\"34745\"}},\"id\":\"34713\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"27690\",\"type\":\"Selection\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"28146\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"30301\"},\"glyph\":{\"id\":\"30302\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"30304\"},\"nonselection_glyph\":{\"id\":\"30303\"},\"view\":{\"id\":\"30306\"}},\"id\":\"30305\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"31463\"}},\"id\":\"31468\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"32601\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35770\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34715\",\"type\":\"Line\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"28147\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30302\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31464\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"32602\",\"type\":\"AllLabels\"},{\"attributes\":{\"axis\":{\"id\":\"33725\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"33728\",\"type\":\"Grid\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"34765\"}]},\"id\":\"34810\",\"type\":\"LegendItem\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"28153\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"33726\",\"type\":\"BasicTicker\"},{\"attributes\":{\"label\":{\"value\":\"Manufacturing\"},\"renderers\":[{\"id\":\"35773\"}]},\"id\":\"35810\",\"type\":\"LegendItem\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"28151\",\"type\":\"DaysTicker\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30304\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"28157\",\"type\":\"YearsTicker\"},{\"attributes\":{},\"id\":\"34745\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"33766\",\"type\":\"ResetTool\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"28148\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"34746\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"nq/EyfoQ1z+OXHogfMzUP46NqFQKrtE/uALqJLFtzj+S2Ai65R3MPyaVO2FAcMg/QuPazpKEzD//PKty2aTQP7AtMHmE2dM/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"30336\"},\"selection_policy\":{\"id\":\"30335\"}},\"id\":\"30301\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35772\",\"type\":\"Line\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"28149\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"33730\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"28150\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"31482\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"33729\",\"type\":\"PanTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"yib6levp4j9OiOU3izjgP06I5TeLOOA/JUV+I1x53T8lRX4jXHndP6P7kG17OeA/YGkyPR503D/hkx0QVx7VP+GTHRBXHtU/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"35796\"},\"selection_policy\":{\"id\":\"35795\"}},\"id\":\"35769\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"28152\",\"type\":\"DaysTicker\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31466\",\"type\":\"Line\"},{\"attributes\":{\"overlay\":{\"id\":\"33735\"}},\"id\":\"33731\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"28156\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"33732\",\"type\":\"SaveTool\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"28154\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"KlOAWJhR4D8U9N/AU2vgP2kt8KTdRuE/HQ1Zj1nt4D8OemLI1mrgP+vTiE/Pl98/qBMXBPNb3z/agZUhkWbfP3qqE7rudt8/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"31482\"},\"selection_policy\":{\"id\":\"31481\"}},\"id\":\"31463\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"33733\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30303\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"32603\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"30355\"}]},\"id\":\"30402\",\"type\":\"LegendItem\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"28155\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35771\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"30335\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"32604\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"30336\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"35795\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31465\",\"type\":\"Line\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"33735\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"31501\"}]},\"id\":\"31532\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"31481\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"27705\"},\"glyph\":{\"id\":\"27706\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"27708\"},\"nonselection_glyph\":{\"id\":\"27707\"},\"view\":{\"id\":\"27710\"}},\"id\":\"27709\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"27705\"}},\"id\":\"27710\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"27706\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"27709\"}]},\"id\":\"27744\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"34761\"}},\"id\":\"34766\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"27708\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"SxLQYwUz3D+MkHxIoQzZP4RcjJ0Zats/tVpSrn7c2D/rpgVNi03UP1GLRgpiV9I/wN33iX7b0T+VR6p8wXDVPx43ee/vCNQ/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"27730\"},\"selection_policy\":{\"id\":\"27729\"}},\"id\":\"27705\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"33765\",\"type\":\"SaveTool\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"32606\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"31370\",\"type\":\"DataRange1d\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"34761\"},\"glyph\":{\"id\":\"34762\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"34764\"},\"nonselection_glyph\":{\"id\":\"34763\"},\"view\":{\"id\":\"34766\"}},\"id\":\"34765\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"32607\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"30408\",\"type\":\"DataRange1d\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"35811\"},\"glyph\":{\"id\":\"35812\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"35814\"},\"nonselection_glyph\":{\"id\":\"35813\"},\"view\":{\"id\":\"35816\"}},\"id\":\"35815\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"32613\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"27707\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34762\",\"type\":\"Line\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"32611\",\"type\":\"DaysTicker\"},{\"attributes\":{\"source\":{\"id\":\"35811\"}},\"id\":\"35816\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"27729\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"32617\",\"type\":\"YearsTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"31497\"},\"glyph\":{\"id\":\"31498\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"31500\"},\"nonselection_glyph\":{\"id\":\"31499\"},\"view\":{\"id\":\"31502\"}},\"id\":\"31501\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"33711\",\"type\":\"Title\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"32608\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"source\":{\"id\":\"30351\"}},\"id\":\"30356\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34764\",\"type\":\"Line\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"32609\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"27730\",\"type\":\"Selection\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"32610\",\"type\":\"DaysTicker\"},{\"attributes\":{\"axis\":{\"id\":\"30486\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"30489\",\"type\":\"Grid\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"LF5mYGbd1D8Ay9ixzL7UP5QZlo1609I/iFHR3Azy0T8bb060BinUPxG+ARxf2tU/ss17Qxsg2j9wqMQ9yxjcP6A4pbEX79s/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"34796\"},\"selection_policy\":{\"id\":\"34795\"}},\"id\":\"34761\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"32612\",\"type\":\"DaysTicker\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"34388\"},{\"id\":\"34389\"},{\"id\":\"34390\"},{\"id\":\"34391\"},{\"id\":\"34392\"},{\"id\":\"34393\"},{\"id\":\"34394\"},{\"id\":\"34395\"},{\"id\":\"34396\"},{\"id\":\"34397\"},{\"id\":\"34398\"},{\"id\":\"34399\"}]},\"id\":\"34349\",\"type\":\"DatetimeTicker\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"32616\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"source\":{\"id\":\"31497\"}},\"id\":\"31502\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35812\",\"type\":\"Line\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"32614\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"35815\"}]},\"id\":\"35854\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"30351\"},\"glyph\":{\"id\":\"30352\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"30354\"},\"nonselection_glyph\":{\"id\":\"30353\"},\"view\":{\"id\":\"30356\"}},\"id\":\"30355\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"30493\",\"type\":\"SaveTool\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31498\",\"type\":\"Line\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"32615\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34763\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30352\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"34815\"}]},\"id\":\"34862\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"35840\",\"type\":\"Selection\"},{\"attributes\":{\"child\":{\"id\":\"30471\"},\"title\":\"Grand casablanca\"},\"id\":\"30472\",\"type\":\"Panel\"},{\"attributes\":{},\"id\":\"34795\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30354\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35814\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"31518\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"34796\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"GDuHMbTU4T8sGLIIC43hP+7cEaDYCOE/NI410SuM3j8xe6/ZiqDdP+e5r1dZE9s/kZZ1ymsi2j8QZwFFLsDdPyJTOOi9pto/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"30388\"},\"selection_policy\":{\"id\":\"30387\"}},\"id\":\"30351\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"vQzihjS15T/XeqyHV2PmP/T5Nk99yeQ/ofji9E3G5D/k1SxTkJHhPzxwHjvY8t8/faWUKqCk3T+N7cFK/CvgP+VM394ajOA/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"35840\"},\"selection_policy\":{\"id\":\"35839\"}},\"id\":\"35811\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"30491\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31500\",\"type\":\"Line\"},{\"attributes\":{\"below\":[{\"id\":\"34348\"}],\"center\":[{\"id\":\"34351\"},{\"id\":\"34355\"}],\"height\":400,\"left\":[{\"id\":\"34352\"}],\"renderers\":[{\"id\":\"34375\"},{\"id\":\"34405\"},{\"id\":\"34437\"},{\"id\":\"34471\"},{\"id\":\"34507\"},{\"id\":\"34545\"},{\"id\":\"34585\"},{\"id\":\"34627\"},{\"id\":\"34671\"},{\"id\":\"34717\"},{\"id\":\"34765\"},{\"id\":\"34815\"}],\"right\":[{\"id\":\"34370\"}],\"title\":{\"id\":\"34863\"},\"toolbar\":{\"id\":\"34363\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"34340\"},\"x_scale\":{\"id\":\"34344\"},\"y_range\":{\"id\":\"34342\"},\"y_scale\":{\"id\":\"34346\"}},\"id\":\"34339\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"jujXzhPQ4j8XkG95hR/iPxi1bbQ7leI/5jlDxA8K4T9aNfZ8GyLeP16PiayxP9s/49CWeJeN3D8VnBO08tLcP1dKOFltD+A/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"31518\"},\"selection_policy\":{\"id\":\"31517\"}},\"id\":\"31497\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"30487\",\"type\":\"BasicTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30353\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35813\",\"type\":\"Line\"},{\"attributes\":{\"axis\":{\"id\":\"28700\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"28703\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"30410\",\"type\":\"DataRange1d\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"35859\"}]},\"id\":\"35900\",\"type\":\"LegendItem\"},{\"attributes\":{\"below\":[{\"id\":\"28700\"}],\"center\":[{\"id\":\"28703\"},{\"id\":\"28707\"}],\"height\":400,\"left\":[{\"id\":\"28704\"}],\"renderers\":[{\"id\":\"28727\"},{\"id\":\"28757\"},{\"id\":\"28789\"},{\"id\":\"28823\"},{\"id\":\"28859\"},{\"id\":\"28897\"},{\"id\":\"28937\"},{\"id\":\"28979\"},{\"id\":\"29023\"},{\"id\":\"29069\"},{\"id\":\"29117\"},{\"id\":\"29167\"}],\"right\":[{\"id\":\"28722\"}],\"title\":{\"id\":\"29215\"},\"toolbar\":{\"id\":\"28715\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"28692\"},\"x_scale\":{\"id\":\"28696\"},\"y_range\":{\"id\":\"28694\"},\"y_scale\":{\"id\":\"28698\"}},\"id\":\"28691\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"30387\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"axis\":{\"id\":\"34348\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"34351\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31499\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"35839\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"28698\",\"type\":\"LinearScale\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"31537\"}]},\"id\":\"31570\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"30388\",\"type\":\"Selection\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"29346\"},{\"id\":\"29378\"},{\"id\":\"29412\"},{\"id\":\"29448\"},{\"id\":\"29486\"},{\"id\":\"29526\"},{\"id\":\"29568\"},{\"id\":\"29612\"},{\"id\":\"29658\"},{\"id\":\"29706\"},{\"id\":\"29756\"},{\"id\":\"29808\"}]},\"id\":\"29316\",\"type\":\"Legend\"},{\"attributes\":{},\"id\":\"31517\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"28159\"}},\"id\":\"28164\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"28163\"}]},\"id\":\"28190\",\"type\":\"LegendItem\"},{\"attributes\":{\"tools\":[{\"id\":\"33762\"},{\"id\":\"33763\"},{\"id\":\"33764\"},{\"id\":\"33765\"},{\"id\":\"33766\"},{\"id\":\"33767\"}]},\"id\":\"33769\",\"type\":\"Toolbar\"},{\"attributes\":{\"source\":{\"id\":\"27745\"}},\"id\":\"27750\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37808\"},\"group\":null,\"major_label_policy\":{\"id\":\"37809\"},\"ticker\":{\"id\":\"33726\"}},\"id\":\"33725\",\"type\":\"LinearAxis\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"28159\"},\"glyph\":{\"id\":\"28160\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"28162\"},\"nonselection_glyph\":{\"id\":\"28161\"},\"view\":{\"id\":\"28164\"}},\"id\":\"28163\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"tools\":[{\"id\":\"33696\"},{\"id\":\"33697\"},{\"id\":\"33698\"},{\"id\":\"33699\"},{\"id\":\"33700\"},{\"id\":\"33701\"}]},\"id\":\"33703\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"28176\",\"type\":\"Selection\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"34994\"},{\"id\":\"35026\"},{\"id\":\"35060\"},{\"id\":\"35096\"},{\"id\":\"35134\"},{\"id\":\"35174\"},{\"id\":\"35216\"},{\"id\":\"35260\"},{\"id\":\"35306\"},{\"id\":\"35354\"},{\"id\":\"35404\"},{\"id\":\"35456\"}]},\"id\":\"34964\",\"type\":\"Legend\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28160\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"33734\",\"type\":\"HelpTool\"},{\"attributes\":{\"label\":{\"value\":\"Manufacturing\"},\"renderers\":[{\"id\":\"27749\"}]},\"id\":\"27786\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"27745\"},\"glyph\":{\"id\":\"27746\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"27748\"},\"nonselection_glyph\":{\"id\":\"27747\"},\"view\":{\"id\":\"27750\"}},\"id\":\"27749\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"34868\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28162\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"33722\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"33719\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"27746\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"8pg2n+VT3j+4t5zrpbDeP+7v8QsEz9w/3E02qgan3z/XbKgzfrbeP2LsQiK0m9k/OnTjRmu72T80omQbfSXZP0GSSDdUzts/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"28176\"},\"selection_policy\":{\"id\":\"28175\"}},\"id\":\"28159\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"34811\"}},\"id\":\"34816\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"27748\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"33777\"}},\"id\":\"33782\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"UalKmSJ/3z9tdez1ZTveP8DBNVv83t0/k0EIonl63D8hsRJ2cR7aPxCZ6otnUNo/sPBJhrxB2T/95SdFWCbZP4NASQmNXNk/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"27772\"},\"selection_policy\":{\"id\":\"27771\"}},\"id\":\"27745\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"children\":[{\"id\":\"34271\"},{\"id\":\"33745\"},{\"id\":\"34304\"}]},\"id\":\"34337\",\"type\":\"Column\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28161\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"28195\"}]},\"id\":\"28224\",\"type\":\"LegendItem\"},{\"attributes\":{\"overlay\":{\"id\":\"30496\"}},\"id\":\"30492\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"34811\"},\"glyph\":{\"id\":\"34812\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"34814\"},\"nonselection_glyph\":{\"id\":\"34813\"},\"view\":{\"id\":\"34816\"}},\"id\":\"34815\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"35855\"},\"glyph\":{\"id\":\"35856\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"35858\"},\"nonselection_glyph\":{\"id\":\"35857\"},\"view\":{\"id\":\"35860\"}},\"id\":\"35859\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"below\":[{\"id\":\"34942\"}],\"center\":[{\"id\":\"34945\"},{\"id\":\"34949\"}],\"height\":400,\"left\":[{\"id\":\"34946\"}],\"renderers\":[{\"id\":\"34969\"},{\"id\":\"34999\"},{\"id\":\"35031\"},{\"id\":\"35065\"},{\"id\":\"35101\"},{\"id\":\"35139\"},{\"id\":\"35179\"},{\"id\":\"35221\"},{\"id\":\"35265\"},{\"id\":\"35311\"},{\"id\":\"35359\"},{\"id\":\"35409\"}],\"right\":[{\"id\":\"34964\"}],\"title\":{\"id\":\"35457\"},\"toolbar\":{\"id\":\"34957\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"34934\"},\"x_scale\":{\"id\":\"34938\"},\"y_range\":{\"id\":\"34936\"},\"y_scale\":{\"id\":\"34940\"}},\"id\":\"34933\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"30412\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"28175\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"30403\",\"type\":\"Title\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"31533\"},\"glyph\":{\"id\":\"31534\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"31536\"},\"nonselection_glyph\":{\"id\":\"31535\"},\"view\":{\"id\":\"31538\"}},\"id\":\"31537\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"27747\",\"type\":\"Line\"},{\"attributes\":{\"child\":{\"id\":\"34931\"},\"title\":\"Tadla - azilal\"},\"id\":\"34932\",\"type\":\"Panel\"},{\"attributes\":{\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34812\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"27771\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"35855\"}},\"id\":\"35860\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37688\"},\"group\":null,\"major_label_policy\":{\"id\":\"37689\"},\"ticker\":{\"id\":\"30421\"}},\"id\":\"30420\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34814\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"27772\",\"type\":\"Selection\"},{\"attributes\":{\"below\":[{\"id\":\"30449\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"30452\"},{\"id\":\"30456\"}],\"height\":40,\"left\":[{\"id\":\"30453\"}],\"outline_line_width\":0,\"title\":{\"id\":\"30439\"},\"toolbar\":{\"id\":\"30464\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"30441\"},\"x_scale\":{\"id\":\"30445\"},\"y_range\":{\"id\":\"30443\"},\"y_scale\":{\"id\":\"30447\"}},\"id\":\"30438\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"source\":{\"id\":\"31533\"}},\"id\":\"31538\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"Jphfei4t1j9qvvYs8xbTP9bfFV6C7dg/DMhTE6bQ1T8pejYW/yDWP/BBv/s2W9Y/zkfCK54A1z/qiFPHHpDUP9rNGm4BldU/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"34848\"},\"selection_policy\":{\"id\":\"34847\"}},\"id\":\"34811\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"34936\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35856\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37691\"},\"group\":null,\"major_label_policy\":{\"id\":\"37692\"},\"ticker\":{\"id\":\"30417\"}},\"id\":\"30416\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"34934\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"30429\",\"type\":\"HelpTool\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31534\",\"type\":\"Line\"},{\"attributes\":{\"below\":[{\"id\":\"30416\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"30419\"},{\"id\":\"30423\"}],\"height\":40,\"left\":[{\"id\":\"30420\"}],\"outline_line_width\":0,\"title\":{\"id\":\"30406\"},\"toolbar\":{\"id\":\"30431\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"30408\"},\"x_scale\":{\"id\":\"30412\"},\"y_range\":{\"id\":\"30410\"},\"y_scale\":{\"id\":\"30414\"}},\"id\":\"30405\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"axis\":{\"id\":\"33164\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"33167\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"35886\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"30406\",\"type\":\"Title\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34813\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"34870\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"30417\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"30414\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"33192\"},\"group\":null,\"major_label_policy\":{\"id\":\"33193\"},\"ticker\":{\"id\":\"33165\"}},\"id\":\"33164\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35858\",\"type\":\"Line\"},{\"attributes\":{\"axis\":{\"id\":\"30416\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"30419\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"31556\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"34847\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"33748\",\"type\":\"DataRange1d\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"RhM5WvhL5D9DrJxTssflP9Hph4Fn/+Q/iP82fbVS5T9i6VY/c3jkP79uyiH28eM/ARFjD1wd4z+qNXvCLJbiPzX0UPapmOE/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"35886\"},\"selection_policy\":{\"id\":\"35885\"}},\"id\":\"35855\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"34848\",\"type\":\"Selection\"},{\"attributes\":{\"axis\":{\"id\":\"30420\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"30423\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31536\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"32619\"}},\"id\":\"32624\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"30421\",\"type\":\"BasicTicker\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"32623\"}]},\"id\":\"32650\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33780\",\"type\":\"Line\"},{\"attributes\":{\"children\":[{\"id\":\"28029\"},{\"id\":\"27503\"},{\"id\":\"28062\"}]},\"id\":\"28095\",\"type\":\"Column\"},{\"attributes\":{},\"id\":\"30441\",\"type\":\"DataRange1d\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"rmNYM7SG2D9chVUt/j/ZPzToCMH/0No/sK9diy+R2z+puzXmlJ/cP2QMSdr6m94/xsSmOgA44D9e6/nhETfgP8NvVTtWNOA/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"31556\"},\"selection_policy\":{\"id\":\"31555\"}},\"id\":\"31533\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"30425\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33779\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"32619\"},\"glyph\":{\"id\":\"32620\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"32622\"},\"nonselection_glyph\":{\"id\":\"32621\"},\"view\":{\"id\":\"32624\"}},\"id\":\"32623\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"30424\",\"type\":\"PanTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35857\",\"type\":\"Line\"},{\"attributes\":{\"overlay\":{\"id\":\"30430\"}},\"id\":\"30426\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35902\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"30427\",\"type\":\"SaveTool\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"33781\"}]},\"id\":\"33806\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"32636\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"30428\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31535\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"35885\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"28191\"},\"glyph\":{\"id\":\"28192\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"28194\"},\"nonselection_glyph\":{\"id\":\"28193\"},\"view\":{\"id\":\"28196\"}},\"id\":\"28195\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31572\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32620\",\"type\":\"Line\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"33768\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"31555\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32622\",\"type\":\"Line\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"30430\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"source\":{\"id\":\"28191\"}},\"id\":\"28196\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"HvZqxArl2T8JphYJM7/XPyp5OswSSts/0ifcysv93j+dPsQ8E/DgPzvVCfCkN+E/mnlrNE3e4T8josxq24LhP79QZOjLp+A/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"32636\"},\"selection_policy\":{\"id\":\"32635\"}},\"id\":\"32619\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"33777\"},\"glyph\":{\"id\":\"33778\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"33780\"},\"nonselection_glyph\":{\"id\":\"33779\"},\"view\":{\"id\":\"33782\"}},\"id\":\"33781\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"30490\",\"type\":\"PanTool\"},{\"attributes\":{\"source\":{\"id\":\"27787\"}},\"id\":\"27792\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28192\",\"type\":\"Line\"},{\"attributes\":{\"tools\":[{\"id\":\"30424\"},{\"id\":\"30425\"},{\"id\":\"30426\"},{\"id\":\"30427\"},{\"id\":\"30428\"},{\"id\":\"30429\"}]},\"id\":\"30431\",\"type\":\"Toolbar\"},{\"attributes\":{\"tools\":[{\"id\":\"33729\"},{\"id\":\"33730\"},{\"id\":\"33731\"},{\"id\":\"33732\"},{\"id\":\"33733\"},{\"id\":\"33734\"}]},\"id\":\"33736\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32621\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32652\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"28210\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"34938\",\"type\":\"LinearScale\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"27791\"}]},\"id\":\"27830\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"32635\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28194\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"27832\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"33767\",\"type\":\"HelpTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"27787\"},\"glyph\":{\"id\":\"27788\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"27790\"},\"nonselection_glyph\":{\"id\":\"27789\"},\"view\":{\"id\":\"27792\"}},\"id\":\"27791\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"33786\"},\"group\":null,\"major_label_policy\":{\"id\":\"33787\"},\"ticker\":{\"id\":\"33759\"}},\"id\":\"33758\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"34872\",\"type\":\"LinearScale\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"34400\"},{\"id\":\"34432\"},{\"id\":\"34466\"},{\"id\":\"34502\"},{\"id\":\"34540\"},{\"id\":\"34580\"},{\"id\":\"34622\"},{\"id\":\"34666\"},{\"id\":\"34712\"},{\"id\":\"34760\"},{\"id\":\"34810\"},{\"id\":\"34862\"}]},\"id\":\"34370\",\"type\":\"Legend\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"gXtMEeUG4j/wk2CdrePiP4w1EQl7X+M/UuxkCZPA4z9HURR24bfkP3J+VeL++OM/GIFKi5Z64T+etjiCvZvhPw5AoC+zFt8/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"28210\"},\"selection_policy\":{\"id\":\"28209\"}},\"id\":\"28191\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"34863\",\"type\":\"Title\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"27788\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"27510\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"27790\",\"type\":\"Line\"},{\"attributes\":{\"below\":[{\"id\":\"34909\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"34912\"},{\"id\":\"34916\"}],\"height\":40,\"left\":[{\"id\":\"34913\"}],\"outline_line_width\":0,\"title\":{\"id\":\"34899\"},\"toolbar\":{\"id\":\"34924\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"34901\"},\"x_scale\":{\"id\":\"34905\"},\"y_range\":{\"id\":\"34903\"},\"y_scale\":{\"id\":\"34907\"}},\"id\":\"34898\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28193\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37832\"},\"group\":null,\"major_label_policy\":{\"id\":\"37833\"},\"ticker\":{\"id\":\"34881\"}},\"id\":\"34880\",\"type\":\"LinearAxis\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"uf5PYzQi5z/gBrq+7dnlP03GvFzn0uQ/FObgteXp4z/nfoGqubTiP+eCDbCh2+A/TQaRGUnc3z8TbqHHubzeP1mkhLbjud4/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"27816\"},\"selection_policy\":{\"id\":\"27815\"}},\"id\":\"27787\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28226\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37835\"},\"group\":null,\"major_label_policy\":{\"id\":\"37836\"},\"ticker\":{\"id\":\"34877\"}},\"id\":\"34876\",\"type\":\"LinearAxis\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"6UkLFDJt4z/YCeEbyPbiP71J6VZYs+I/Ioo9CpOg4T/uu2/TyoveP6XbOErXLds//bBD72ax2z/FSHZdzGPbPynFzTiV6ds/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"33792\"},\"selection_policy\":{\"id\":\"33791\"}},\"id\":\"33777\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"28209\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"below\":[{\"id\":\"34876\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"34879\"},{\"id\":\"34883\"}],\"height\":40,\"left\":[{\"id\":\"34880\"}],\"outline_line_width\":0,\"title\":{\"id\":\"34866\"},\"toolbar\":{\"id\":\"34891\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"34868\"},\"x_scale\":{\"id\":\"34872\"},\"y_range\":{\"id\":\"34870\"},\"y_scale\":{\"id\":\"34874\"}},\"id\":\"34865\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"34874\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33778\",\"type\":\"Line\"},{\"attributes\":{\"tools\":[{\"id\":\"30457\"},{\"id\":\"30458\"},{\"id\":\"30459\"},{\"id\":\"30460\"},{\"id\":\"30461\"},{\"id\":\"30462\"}]},\"id\":\"30464\",\"type\":\"Toolbar\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"34866\",\"type\":\"Title\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"27789\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"34877\",\"type\":\"BasicTicker\"},{\"attributes\":{\"axis\":{\"id\":\"34876\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"34879\",\"type\":\"Grid\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"31575\"}]},\"id\":\"31610\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"27815\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"31571\"}},\"id\":\"31576\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"31571\"},\"glyph\":{\"id\":\"31572\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"31574\"},\"nonselection_glyph\":{\"id\":\"31573\"},\"view\":{\"id\":\"31576\"}},\"id\":\"31575\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"27816\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"Ons1vDZ64z8f40uWxaniP1oQJyiP0OI/6bvB/vz14T+alJeF71fhP0QUDRIhbOA/i19tzgR/3T/GRhWUjPnbP5sy13VOPdw/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"31596\"},\"selection_policy\":{\"id\":\"31595\"}},\"id\":\"31571\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"37700\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31574\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"RfrcI/BG4z/LW56Hol7jP65qLyE11OM/EG9Ps6VY4j8SV08RFHPfP5xN64xtx94/yxAfHRk+3T+9X8zgxBbdPxAwg8F6Nt8/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"28738\"},\"selection_policy\":{\"id\":\"28737\"}},\"id\":\"28723\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"37701\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"37703\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"37704\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31573\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"31595\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"31596\",\"type\":\"Selection\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"29573\"}]},\"id\":\"29612\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"33823\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"27831\"}},\"id\":\"27836\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"28732\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28724\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"27831\"},\"glyph\":{\"id\":\"27832\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"27834\"},\"nonselection_glyph\":{\"id\":\"27833\"},\"view\":{\"id\":\"27836\"}},\"id\":\"27835\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"28733\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"27834\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"28723\"},\"glyph\":{\"id\":\"28724\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"28726\"},\"nonselection_glyph\":{\"id\":\"28725\"},\"view\":{\"id\":\"28728\"}},\"id\":\"28727\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"d2F+q8q45T8Eo5FlbxXmP5CKuvpTa+c//fyeYKgM5z+VfryL9+LlPxMSFuVcbOU/jTfdwMhA4z9PeyTXJT3kP56EQp/TvuM/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"27862\"},\"selection_policy\":{\"id\":\"27861\"}},\"id\":\"27831\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"27835\"}]},\"id\":\"27876\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"37706\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"source\":{\"id\":\"28723\"}},\"id\":\"28728\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28726\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28725\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"37707\",\"type\":\"AllLabels\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"28727\"}]},\"id\":\"28752\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"31611\"}},\"id\":\"31616\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"27833\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"37709\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"27544\"},\"group\":null,\"major_label_policy\":{\"id\":\"27545\"},\"ticker\":{\"id\":\"27517\"}},\"id\":\"27516\",\"type\":\"LinearAxis\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"27881\"}]},\"id\":\"27924\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"28735\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{},\"id\":\"27861\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"37710\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"27862\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"28736\",\"type\":\"AllLabels\"},{\"attributes\":{\"label\":{\"value\":\"Manufacturing\"},\"renderers\":[{\"id\":\"31615\"}]},\"id\":\"31652\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"31611\"},\"glyph\":{\"id\":\"31612\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"31614\"},\"nonselection_glyph\":{\"id\":\"31613\"},\"view\":{\"id\":\"31616\"}},\"id\":\"31615\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31612\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31614\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"qI2rwyeh4z+GPOAd7HfiP1qz3lt/yuA/hLgGOpvH3j/uICCEHbXcP275hZQiCd0/6oZja78v2T9gNt1+VQjYP58Lb9x9ldk/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"31638\"},\"selection_policy\":{\"id\":\"31637\"}},\"id\":\"31611\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"28737\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"28738\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31613\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"31637\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"31638\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"37718\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"source\":{\"id\":\"27877\"}},\"id\":\"27882\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"37719\",\"type\":\"AllLabels\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"28740\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"37721\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"28741\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"27877\"},\"glyph\":{\"id\":\"27878\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"27880\"},\"nonselection_glyph\":{\"id\":\"27879\"},\"view\":{\"id\":\"27882\"}},\"id\":\"27881\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"28747\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"37722\",\"type\":\"AllLabels\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"28745\",\"type\":\"DaysTicker\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"27878\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"28751\",\"type\":\"YearsTicker\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"28742\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"28743\",\"type\":\"DaysTicker\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"27880\",\"type\":\"Line\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"28744\",\"type\":\"DaysTicker\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"28746\",\"type\":\"DaysTicker\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"vNlukX5k3z/1aq5tX3LeP/22/dUyWN4/SM6uuSZ/2j9DmIajyTPXP/HOFI+HrNQ/2ZCRAjar0z99rf16pF/UPyvbbVosANg/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"27910\"},\"selection_policy\":{\"id\":\"27909\"}},\"id\":\"27877\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"28750\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"28748\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"28749\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"source\":{\"id\":\"31653\"}},\"id\":\"31658\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"27879\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"27929\"}]},\"id\":\"27974\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"27909\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"27910\",\"type\":\"Selection\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"31657\"}]},\"id\":\"31696\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"31653\"},\"glyph\":{\"id\":\"31654\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"31656\"},\"nonselection_glyph\":{\"id\":\"31655\"},\"view\":{\"id\":\"31658\"}},\"id\":\"31657\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31654\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31656\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"g62KVacC5j8ijvbo6pnkPyrI49QfvuQ/wz6iNuqH4z91x2ijQw/hP6M378lDi94/iFFwzbXu3T9DeIsL0M3ePzLiCMgeTeA/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"31682\"},\"selection_policy\":{\"id\":\"31681\"}},\"id\":\"31653\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"37724\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"37725\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31655\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"37727\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"31701\"}]},\"id\":\"31742\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"31681\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"37728\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"31682\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"27925\"}},\"id\":\"27930\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"27925\"},\"glyph\":{\"id\":\"27926\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"27928\"},\"nonselection_glyph\":{\"id\":\"27927\"},\"view\":{\"id\":\"27930\"}},\"id\":\"27929\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"27926\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"27928\",\"type\":\"Line\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"27564\"},{\"id\":\"27596\"},{\"id\":\"27630\"},{\"id\":\"27666\"},{\"id\":\"27704\"},{\"id\":\"27744\"},{\"id\":\"27786\"},{\"id\":\"27830\"},{\"id\":\"27876\"},{\"id\":\"27924\"},{\"id\":\"27974\"},{\"id\":\"28026\"}]},\"id\":\"27534\",\"type\":\"Legend\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"oYRKJruw2T+FoA8nhd7TPwE9s42nCdM/QxjWGUGC0D9fx66lBmbRPyQUNhKMcdE/ZEvZ5MCk1T+nnlGzH6jWP1XImGdck9k/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"27960\"},\"selection_policy\":{\"id\":\"27959\"}},\"id\":\"27925\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"30474\",\"type\":\"DataRange1d\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"29329\"},\"group\":null,\"major_label_policy\":{\"id\":\"29330\"},\"ticker\":{\"id\":\"29295\"}},\"id\":\"29294\",\"type\":\"DatetimeAxis\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"27927\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"29880\",\"type\":\"DataRange1d\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"27979\"}]},\"id\":\"28026\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"29292\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"37736\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"source\":{\"id\":\"31697\"}},\"id\":\"31702\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"29290\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"27959\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"28753\"}},\"id\":\"28758\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"27960\",\"type\":\"Selection\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"28757\"}]},\"id\":\"28784\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"37737\",\"type\":\"AllLabels\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"31697\"},\"glyph\":{\"id\":\"31698\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"31700\"},\"nonselection_glyph\":{\"id\":\"31699\"},\"view\":{\"id\":\"31702\"}},\"id\":\"31701\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"37739\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"28753\"},\"glyph\":{\"id\":\"28754\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"28756\"},\"nonselection_glyph\":{\"id\":\"28755\"},\"view\":{\"id\":\"28758\"}},\"id\":\"28757\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"37740\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31698\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"28770\",\"type\":\"Selection\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28754\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31700\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"vTv2ptEZ4z+ogS3nj4rjP0ricgPXhuM/Z/paNnLF4z+0xHh0IJfiP2ZXzmfWJOE/I389ucMg4D/VucOYXGLfPx60GFGKet8/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"31728\"},\"selection_policy\":{\"id\":\"31727\"}},\"id\":\"31697\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28756\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"AFX6sDe32j8nOpykQvbZP+ScSNzYGdg/rl+IWMZN1T/43sNSAwvVP0azd6biw9Q/NJIhlk341T/NOwnm0JjYP0OLbpmQg9k/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"28770\"},\"selection_policy\":{\"id\":\"28769\"}},\"id\":\"28753\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31699\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"31747\"}]},\"id\":\"31790\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"31727\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28755\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"28789\"}]},\"id\":\"28818\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"31728\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"28769\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"28032\",\"type\":\"DataRange1d\"},{\"attributes\":{\"source\":{\"id\":\"27975\"}},\"id\":\"27980\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"37742\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"27975\"},\"glyph\":{\"id\":\"27976\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"27978\"},\"nonselection_glyph\":{\"id\":\"27977\"},\"view\":{\"id\":\"27980\"}},\"id\":\"27979\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"37743\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"27976\",\"type\":\"Line\"},{\"attributes\":{\"child\":{\"id\":\"28095\"},\"title\":\"Chaouia - ouardigha\"},\"id\":\"28096\",\"type\":\"Panel\"},{\"attributes\":{},\"id\":\"37745\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"27978\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"37746\",\"type\":\"AllLabels\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"m5ChSkAc4D9OH2goFm3gP0h70Ggux90/IJisDS/P2z8HUyDwTwLcP3CJyFK1c9o/B69AZVRz2D+9p21Ry8vXPwj/Eq79mtc/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"28012\"},\"selection_policy\":{\"id\":\"28011\"}},\"id\":\"27975\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"28098\",\"type\":\"DataRange1d\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"28785\"},\"glyph\":{\"id\":\"28786\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"28788\"},\"nonselection_glyph\":{\"id\":\"28787\"},\"view\":{\"id\":\"28790\"}},\"id\":\"28789\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"27977\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"28034\",\"type\":\"DataRange1d\"},{\"attributes\":{\"source\":{\"id\":\"31743\"}},\"id\":\"31748\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"28011\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"28785\"}},\"id\":\"28790\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"28012\",\"type\":\"Selection\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28786\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"31743\"},\"glyph\":{\"id\":\"31744\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"31746\"},\"nonselection_glyph\":{\"id\":\"31745\"},\"view\":{\"id\":\"31748\"}},\"id\":\"31747\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31744\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"28804\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31746\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28788\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"0PyIlL0/3j+ywxzzjK3bPzhgWsWPIdk/rb3NNwOw2D+FVbMZxbfXP3M7Cbp2qdg/RlFRFv6J2T8U+3QCPnrZPw4NUAZWAdo/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"31776\"},\"selection_policy\":{\"id\":\"31775\"}},\"id\":\"31743\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"0Io2XLoE3D9IgijCruvaP0M4z+jAJdw/0fr6dZbj2j+z+qY70B/dP9gsXnu3gts/0HaYuLB03T9Nnw9HlADeP48f9RaxYd8/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"28804\"},\"selection_policy\":{\"id\":\"28803\"}},\"id\":\"28785\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31745\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28787\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"31795\"}]},\"id\":\"31840\",\"type\":\"LegendItem\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"28823\"}]},\"id\":\"28854\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"31775\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"37754\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"28803\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"31776\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"37755\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"28067\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"28036\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"37757\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"28027\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"37758\",\"type\":\"AllLabels\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37616\"},\"group\":null,\"major_label_policy\":{\"id\":\"37617\"},\"ticker\":{\"id\":\"28045\"}},\"id\":\"28044\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"28065\",\"type\":\"DataRange1d\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37619\"},\"group\":null,\"major_label_policy\":{\"id\":\"37620\"},\"ticker\":{\"id\":\"28041\"}},\"id\":\"28040\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"28053\",\"type\":\"HelpTool\"},{\"attributes\":{\"below\":[{\"id\":\"28040\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"28043\"},{\"id\":\"28047\"}],\"height\":40,\"left\":[{\"id\":\"28044\"}],\"outline_line_width\":0,\"title\":{\"id\":\"28030\"},\"toolbar\":{\"id\":\"28055\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"28032\"},\"x_scale\":{\"id\":\"28036\"},\"y_range\":{\"id\":\"28034\"},\"y_scale\":{\"id\":\"28038\"}},\"id\":\"28029\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"28030\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"28041\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"28038\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis\":{\"id\":\"28040\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"28043\",\"type\":\"Grid\"},{\"attributes\":{\"axis\":{\"id\":\"28044\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"28047\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"28045\",\"type\":\"BasicTicker\"},{\"attributes\":{\"below\":[{\"id\":\"28073\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"28076\"},{\"id\":\"28080\"}],\"height\":40,\"left\":[{\"id\":\"28077\"}],\"outline_line_width\":0,\"title\":{\"id\":\"28063\"},\"toolbar\":{\"id\":\"28088\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"28065\"},\"x_scale\":{\"id\":\"28069\"},\"y_range\":{\"id\":\"28067\"},\"y_scale\":{\"id\":\"28071\"}},\"id\":\"28062\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"28049\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31842\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"28048\",\"type\":\"PanTool\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"33205\",\"type\":\"DaysTicker\"},{\"attributes\":{\"overlay\":{\"id\":\"28054\"}},\"id\":\"28050\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"28051\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"28052\",\"type\":\"ResetTool\"},{\"attributes\":{\"source\":{\"id\":\"28819\"}},\"id\":\"28824\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"31791\"}},\"id\":\"31796\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"33211\",\"type\":\"YearsTicker\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"28054\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"37760\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37631\"},\"group\":null,\"major_label_policy\":{\"id\":\"37632\"},\"ticker\":{\"id\":\"28074\"}},\"id\":\"28073\",\"type\":\"LinearAxis\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"28819\"},\"glyph\":{\"id\":\"28820\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"28822\"},\"nonselection_glyph\":{\"id\":\"28821\"},\"view\":{\"id\":\"28824\"}},\"id\":\"28823\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"31791\"},\"glyph\":{\"id\":\"31792\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"31794\"},\"nonselection_glyph\":{\"id\":\"31793\"},\"view\":{\"id\":\"31796\"}},\"id\":\"31795\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"28069\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"37761\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28820\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31792\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"37763\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28822\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31794\",\"type\":\"Line\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"28087\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"LPrZeWjk5j8AHHObrMDnP0hEqzb7l+g/Vwtb55V/6D+jBbF+6b/mP1DEOPoxSuU/PiD4WjZL5D8DxaUnkwPjPysOguMQf+I/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"28840\"},\"selection_policy\":{\"id\":\"28839\"}},\"id\":\"28819\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"soUb8bDH2z/7nAknB+3ZPyXUqrQIM9g//tJx6Kq+1z8GkH9alpjXP9ZAmAHXMdc/Hob0MsjA2D+eaITzeGbYP7r0jM+cS9s/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"31826\"},\"selection_policy\":{\"id\":\"31825\"}},\"id\":\"31791\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"37764\",\"type\":\"AllLabels\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"28063\",\"type\":\"Title\"},{\"attributes\":{\"axis\":{\"id\":\"28077\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"28080\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"28082\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28821\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31793\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"28078\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"28081\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"28839\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"31825\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"overlay\":{\"id\":\"28087\"}},\"id\":\"28083\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"28084\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"28840\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"31826\",\"type\":\"Selection\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"33210\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"axis\":{\"id\":\"28073\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"28076\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"28071\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"28074\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"28085\",\"type\":\"ResetTool\"},{\"attributes\":{\"below\":[{\"id\":\"28106\"}],\"center\":[{\"id\":\"28109\"},{\"id\":\"28113\"}],\"height\":400,\"left\":[{\"id\":\"28110\"}],\"renderers\":[{\"id\":\"28133\"},{\"id\":\"28163\"},{\"id\":\"28195\"},{\"id\":\"28229\"},{\"id\":\"28265\"},{\"id\":\"28303\"},{\"id\":\"28343\"},{\"id\":\"28385\"},{\"id\":\"28429\"},{\"id\":\"28475\"},{\"id\":\"28523\"},{\"id\":\"28573\"}],\"right\":[{\"id\":\"28128\"}],\"title\":{\"id\":\"28621\"},\"toolbar\":{\"id\":\"28121\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"28098\"},\"x_scale\":{\"id\":\"28102\"},\"y_range\":{\"id\":\"28100\"},\"y_scale\":{\"id\":\"28104\"}},\"id\":\"28097\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"37772\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"28086\",\"type\":\"HelpTool\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"28158\"},{\"id\":\"28190\"},{\"id\":\"28224\"},{\"id\":\"28260\"},{\"id\":\"28298\"},{\"id\":\"28338\"},{\"id\":\"28380\"},{\"id\":\"28424\"},{\"id\":\"28470\"},{\"id\":\"28518\"},{\"id\":\"28568\"},{\"id\":\"28620\"}]},\"id\":\"28128\",\"type\":\"Legend\"},{\"attributes\":{},\"id\":\"37773\",\"type\":\"AllLabels\"},{\"attributes\":{\"tools\":[{\"id\":\"28081\"},{\"id\":\"28082\"},{\"id\":\"28083\"},{\"id\":\"28084\"},{\"id\":\"28085\"},{\"id\":\"28086\"}]},\"id\":\"28088\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28856\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"37775\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"tools\":[{\"id\":\"28048\"},{\"id\":\"28049\"},{\"id\":\"28050\"},{\"id\":\"28051\"},{\"id\":\"28052\"},{\"id\":\"28053\"}]},\"id\":\"28055\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"37776\",\"type\":\"AllLabels\"},{\"attributes\":{\"child\":{\"id\":\"31961\"},\"title\":\"Marrakech - tensift - al haouz\"},\"id\":\"31962\",\"type\":\"Panel\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"a/eKoHv74j8vVBLES1/jP2XceDUe/+I/pEHOI5nQ4T/xAbWSsHngP5ScgqtOl+E/+LGxSli/4j+YNjdOedjhP6BZiLALJ+E/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"28878\"},\"selection_policy\":{\"id\":\"28877\"}},\"id\":\"28855\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37628\"},\"group\":null,\"major_label_policy\":{\"id\":\"37629\"},\"ticker\":{\"id\":\"28078\"}},\"id\":\"28077\",\"type\":\"LinearAxis\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"TrV+LpT44T/f41vmRKXhPwAr7mVDveI/xjnheSyi4T86Fhnz3SvfP228pWHmbtw/Xh+uRdpK2j8GVthLDmTYP7MGwgWhU9g/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"31878\"},\"selection_policy\":{\"id\":\"31877\"}},\"id\":\"31841\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37700\"},\"group\":null,\"major_label_policy\":{\"id\":\"37701\"},\"ticker\":{\"id\":\"30454\"}},\"id\":\"30453\",\"type\":\"LinearAxis\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"30567\"},\"glyph\":{\"id\":\"30568\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"30570\"},\"nonselection_glyph\":{\"id\":\"30569\"},\"view\":{\"id\":\"30572\"}},\"id\":\"30571\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"30445\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"30586\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"30439\",\"type\":\"Title\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"30571\"}]},\"id\":\"30600\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"28696\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37703\"},\"group\":null,\"major_label_policy\":{\"id\":\"37704\"},\"ticker\":{\"id\":\"30450\"}},\"id\":\"30449\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"30443\",\"type\":\"DataRange1d\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"28146\"},{\"id\":\"28147\"},{\"id\":\"28148\"},{\"id\":\"28149\"},{\"id\":\"28150\"},{\"id\":\"28151\"},{\"id\":\"28152\"},{\"id\":\"28153\"},{\"id\":\"28154\"},{\"id\":\"28155\"},{\"id\":\"28156\"},{\"id\":\"28157\"}]},\"id\":\"28107\",\"type\":\"DatetimeTicker\"},{\"attributes\":{},\"id\":\"30462\",\"type\":\"HelpTool\"},{\"attributes\":{\"source\":{\"id\":\"30567\"}},\"id\":\"30572\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"32651\"},\"glyph\":{\"id\":\"32652\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"32654\"},\"nonselection_glyph\":{\"id\":\"32653\"},\"view\":{\"id\":\"32656\"}},\"id\":\"32655\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30570\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"30450\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"30447\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis\":{\"id\":\"30449\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"30452\",\"type\":\"Grid\"},{\"attributes\":{\"source\":{\"id\":\"32651\"}},\"id\":\"32656\",\"type\":\"CDSView\"},{\"attributes\":{\"axis\":{\"id\":\"30453\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"30456\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"30454\",\"type\":\"BasicTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30569\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"30605\"}]},\"id\":\"30636\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"30458\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"30457\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"30585\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"overlay\":{\"id\":\"30463\"}},\"id\":\"30459\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"30460\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"32670\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"30461\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32654\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"mB66WiGp1z/ecfswWtnXP1qYN5RcSdg/fpNPNDGy1j8rtzfbZYXWP9raH4KaWNY/tUaESYGT1z+qMRRd2p3UP44umHuMyNM/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"32670\"},\"selection_policy\":{\"id\":\"32669\"}},\"id\":\"32651\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"32655\"}]},\"id\":\"32684\",\"type\":\"LegendItem\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"30463\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"31372\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32653\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"30515\",\"type\":\"AllLabels\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"32689\"}]},\"id\":\"32720\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"32669\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"31016\",\"type\":\"DataRange1d\"},{\"attributes\":{\"axis\":{\"id\":\"31024\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"31027\",\"type\":\"Grid\"},{\"attributes\":{\"source\":{\"id\":\"30601\"}},\"id\":\"30606\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"ZGaJQhYw4z9EtRos1iHjPy7f5IQtXOM/uVYTO46B4j/vqfGNeW7hP9COimQLdOA/6N4g+q694D+slimPSbPhP1BcwP2YMuI/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"30520\"},\"selection_policy\":{\"id\":\"30519\"}},\"id\":\"30505\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"30601\"},\"glyph\":{\"id\":\"30602\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"30604\"},\"nonselection_glyph\":{\"id\":\"30603\"},\"view\":{\"id\":\"30606\"}},\"id\":\"30605\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30602\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"32685\"},\"glyph\":{\"id\":\"32686\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"32688\"},\"nonselection_glyph\":{\"id\":\"32687\"},\"view\":{\"id\":\"32690\"}},\"id\":\"32689\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30604\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"31374\",\"type\":\"LinearScale\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"hBtG4vKa4D+UGg35KanhP/N+NpMdu+E/1atsq+iC4T/hiOp1Dn3gPzY5txx4JN8/s8eIn0og3T8VU8rZOAHgPzheiJqgpt4/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"30622\"},\"selection_policy\":{\"id\":\"30621\"}},\"id\":\"30601\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"32685\"}},\"id\":\"32690\",\"type\":\"CDSView\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"30496\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32686\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30603\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"30505\"},\"glyph\":{\"id\":\"30506\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"30508\"},\"nonselection_glyph\":{\"id\":\"30507\"},\"view\":{\"id\":\"30510\"}},\"id\":\"30509\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"30641\"}]},\"id\":\"30674\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"30621\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"30505\"}},\"id\":\"30510\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"30622\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"32706\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32688\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"7MWhV7aV1j/6oIxCVzfWP7TiixNBudI/T/CX7uUOzj9WoluHb1DRP9dqkY6kJNE/jofL+arF0D+WCGPLe6vRP8p6nq3a8NE/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"32706\"},\"selection_policy\":{\"id\":\"32705\"}},\"id\":\"32685\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"30514\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"28141\"},\"group\":null,\"major_label_policy\":{\"id\":\"28142\"},\"ticker\":{\"id\":\"28107\"}},\"id\":\"28106\",\"type\":\"DatetimeAxis\"},{\"attributes\":{},\"id\":\"30495\",\"type\":\"HelpTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32687\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"32725\"}]},\"id\":\"32758\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"32705\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"30637\"}},\"id\":\"30642\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30508\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30507\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"30509\"}]},\"id\":\"30534\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"30637\"},\"glyph\":{\"id\":\"30638\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"30640\"},\"nonselection_glyph\":{\"id\":\"30639\"},\"view\":{\"id\":\"30642\"}},\"id\":\"30641\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"children\":[{\"id\":\"30947\"},{\"id\":\"30473\"},{\"id\":\"30980\"}]},\"id\":\"31013\",\"type\":\"Column\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"32721\"},\"glyph\":{\"id\":\"32722\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"32724\"},\"nonselection_glyph\":{\"id\":\"32723\"},\"view\":{\"id\":\"32726\"}},\"id\":\"32725\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30638\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30640\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"30494\",\"type\":\"ResetTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"9tg/1ndO3z/12D/Wd07fP1LD0pP7rd4/9dg/1ndO3z/12D/Wd07fP4AbwoEe/N4/lf6DgMWe3T8+WdUM3cjaP6rhRX9sQdw/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"30660\"},\"selection_policy\":{\"id\":\"30659\"}},\"id\":\"30637\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"32721\"}},\"id\":\"32726\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32722\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30639\",\"type\":\"Line\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"31064\"},{\"id\":\"31065\"},{\"id\":\"31066\"},{\"id\":\"31067\"},{\"id\":\"31068\"},{\"id\":\"31069\"},{\"id\":\"31070\"},{\"id\":\"31071\"},{\"id\":\"31072\"},{\"id\":\"31073\"},{\"id\":\"31074\"},{\"id\":\"31075\"}]},\"id\":\"31025\",\"type\":\"DatetimeTicker\"},{\"attributes\":{},\"id\":\"30659\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"32744\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"30660\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32724\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"dlL5RooF3D9b89um3GHZP1CPzls73tg/LjVdbFdX2j9686nojZPYP8ZEYHu6F9o/66xV4PCn2z/gakEYhm/YP1Vvx0M36dk/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"32744\"},\"selection_policy\":{\"id\":\"32743\"}},\"id\":\"32721\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"axis\":{\"id\":\"27512\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"27515\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32723\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"27567\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"32743\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"27566\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"27547\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"27568\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"8nkWoQcU4T9JhaJbECLiP8PpJdiZQuI/gffir5/I4T/YNzW0kyvhP38FoIheO+A/G8bcqiDw4D+5Vhso4RnfP3GDapgkc+A/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"27582\"},\"selection_policy\":{\"id\":\"27581\"}},\"id\":\"27565\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"tools\":[{\"id\":\"30490\"},{\"id\":\"30491\"},{\"id\":\"30492\"},{\"id\":\"30493\"},{\"id\":\"30494\"},{\"id\":\"30495\"}]},\"id\":\"30497\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30506\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"30675\"}},\"id\":\"30680\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"27545\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"30517\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"30679\"}]},\"id\":\"30714\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"30675\"},\"glyph\":{\"id\":\"30676\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"30678\"},\"nonselection_glyph\":{\"id\":\"30677\"},\"view\":{\"id\":\"30680\"}},\"id\":\"30679\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"30518\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30676\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30678\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"32759\"}},\"id\":\"32764\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"S30dSsRJ3z8dsw7sl0jdP8/YYlZXS9s/z9hiVldL2z+Ef0fc01rZPxvpoj4QjNk/11/K4ap21z/XX8rhqnbXPxvpoj4QjNk/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"30700\"},\"selection_policy\":{\"id\":\"30699\"}},\"id\":\"30675\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"32763\"}]},\"id\":\"32798\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"32759\"},\"glyph\":{\"id\":\"32760\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"32762\"},\"nonselection_glyph\":{\"id\":\"32761\"},\"view\":{\"id\":\"32764\"}},\"id\":\"32763\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"30519\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30677\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32760\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"30520\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"30699\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32762\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"30700\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"hTwLoHhE6T+IlzEDILDmP0GDDZXe1OY/7728PZrc5j/fAcL+1/XmP8iPWGOqG+Y/MMHXu7Ma5j+1qmV3xHzkPzmufqr2rOI/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"32784\"},\"selection_policy\":{\"id\":\"32783\"}},\"id\":\"32759\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32761\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"32783\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"32784\",\"type\":\"Selection\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"30522\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"30523\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"30529\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"30527\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"27544\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"30533\",\"type\":\"YearsTicker\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"30524\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"30525\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"27548\",\"type\":\"AllLabels\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"30526\",\"type\":\"DaysTicker\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"30528\",\"type\":\"DaysTicker\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"30532\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"source\":{\"id\":\"30715\"}},\"id\":\"30720\",\"type\":\"CDSView\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"30530\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"30531\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"30719\"}]},\"id\":\"30756\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"30715\"},\"glyph\":{\"id\":\"30716\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"30718\"},\"nonselection_glyph\":{\"id\":\"30717\"},\"view\":{\"id\":\"30720\"}},\"id\":\"30719\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"27549\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30716\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"32799\"}},\"id\":\"32804\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30718\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"27550\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"JYOQSvPa6D8c5Gqr3rXpP/34Y2Llwuo/r1h+y8zF6j9Bh5A2aWHoP5VAWmKi++c/5ZSL7qpZ6D8w6zp87cjoPy9UtHswNug/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"30742\"},\"selection_policy\":{\"id\":\"30741\"}},\"id\":\"30715\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Manufacturing\"},\"renderers\":[{\"id\":\"32803\"}]},\"id\":\"32840\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"32799\"},\"glyph\":{\"id\":\"32800\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"32802\"},\"nonselection_glyph\":{\"id\":\"32801\"},\"view\":{\"id\":\"32804\"}},\"id\":\"32803\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30717\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32800\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"30741\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32802\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"30742\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"dCp3H+oX3j90Kncf6hfeP3Qqdx/qF94/dCp3H+oX3j90Kncf6hfeP3Qqdx/qF94/dCp3H+oX3j90Kncf6hfeP3Qqdx/qF94/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"32826\"},\"selection_policy\":{\"id\":\"32825\"}},\"id\":\"32799\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"27552\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32801\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"32825\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"27553\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"32826\",\"type\":\"Selection\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"27557\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"27563\",\"type\":\"YearsTicker\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"27559\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"27555\",\"type\":\"DaysTicker\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"27558\",\"type\":\"DaysTicker\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"27562\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"27554\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"27556\",\"type\":\"DaysTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"30801\"},\"glyph\":{\"id\":\"30802\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"30804\"},\"nonselection_glyph\":{\"id\":\"30803\"},\"view\":{\"id\":\"30806\"}},\"id\":\"30805\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"27560\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"source\":{\"id\":\"30757\"}},\"id\":\"30762\",\"type\":\"CDSView\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"27561\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"below\":[{\"id\":\"31024\"}],\"center\":[{\"id\":\"31027\"},{\"id\":\"31031\"}],\"height\":400,\"left\":[{\"id\":\"31028\"}],\"renderers\":[{\"id\":\"31051\"},{\"id\":\"31081\"},{\"id\":\"31113\"},{\"id\":\"31147\"},{\"id\":\"31183\"},{\"id\":\"31221\"},{\"id\":\"31261\"}],\"right\":[{\"id\":\"31046\"}],\"title\":{\"id\":\"31299\"},\"toolbar\":{\"id\":\"31039\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"31016\"},\"x_scale\":{\"id\":\"31020\"},\"y_range\":{\"id\":\"31018\"},\"y_scale\":{\"id\":\"31022\"}},\"id\":\"31015\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"31059\"},\"group\":null,\"major_label_policy\":{\"id\":\"31060\"},\"ticker\":{\"id\":\"31025\"}},\"id\":\"31024\",\"type\":\"DatetimeAxis\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30804\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"30761\"}]},\"id\":\"30800\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"31022\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"30757\"},\"glyph\":{\"id\":\"30758\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"30760\"},\"nonselection_glyph\":{\"id\":\"30759\"},\"view\":{\"id\":\"30762\"}},\"id\":\"30761\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"30535\"}},\"id\":\"30540\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"30539\"}]},\"id\":\"30566\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30758\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"32841\"}},\"id\":\"32846\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30568\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"30535\"},\"glyph\":{\"id\":\"30536\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"30538\"},\"nonselection_glyph\":{\"id\":\"30537\"},\"view\":{\"id\":\"30540\"}},\"id\":\"30539\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30760\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"30552\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"0BO/NUIx4z/a1OjkzV/jP88Jl3xv6OM/sqA3ssaw4z9RGm9I7t3iP9bd9cN+HeI/rHwqCOzW3z/L57AlK1HhP9TapNi0S+I/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"30786\"},\"selection_policy\":{\"id\":\"30785\"}},\"id\":\"30757\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"iLDPUCdC2z+AgINpJx/cP52XrEB0qto/f+4/UPRn2z9rQq6kToTcP9k/b6lNd9k/4SjFXtiA3D9gWutXVJHfP8mVwp49e+A/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"30832\"},\"selection_policy\":{\"id\":\"30831\"}},\"id\":\"30801\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30536\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"32845\"}]},\"id\":\"32884\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"32841\"},\"glyph\":{\"id\":\"32842\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"32844\"},\"nonselection_glyph\":{\"id\":\"32843\"},\"view\":{\"id\":\"32846\"}},\"id\":\"32845\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30538\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30759\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"5GVkerX23z9ez1nSa/DcP2DPWdJr8Nw/YM9Z0mvw3D9gz1nSa/DcP9o4Tyoi6tk/3zhPKiLq2T9gz1nSa/DcP2LPWdJr8Nw/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"30552\"},\"selection_policy\":{\"id\":\"30551\"}},\"id\":\"30535\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32842\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"30785\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32844\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"30786\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"28138\"},\"group\":null,\"major_label_policy\":{\"id\":\"28139\"},\"ticker\":{\"id\":\"28111\"}},\"id\":\"28110\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"28694\",\"type\":\"DataRange1d\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"2EWqQLkK5j/xDye3aVjlP2Y0cPTYeOQ/wLFa9bvk5T9CKCP9BMvlPzAVgiDmzuQ/pdwrMgzH4T91OAA561riP6x4QkZ6yuE/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"32870\"},\"selection_policy\":{\"id\":\"32869\"}},\"id\":\"32841\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"28111\",\"type\":\"BasicTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30537\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"30551\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32843\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32886\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"32869\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"32870\",\"type\":\"Selection\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"27539\"}]},\"id\":\"27564\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"27538\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"27536\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"27535\"}},\"id\":\"27540\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"27537\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"29286\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30848\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"dK7whnG44z+v2Bmbt9fhP6E4L1sZ498/OesvN3wk2z/p8bIrS5rVP8e2lTfYH9I/q9JAFdmU0T8ZE/tUNubSP9rfTb3v0NQ/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"27550\"},\"selection_policy\":{\"id\":\"27549\"}},\"id\":\"27535\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"27535\"},\"glyph\":{\"id\":\"27536\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"27538\"},\"nonselection_glyph\":{\"id\":\"27537\"},\"view\":{\"id\":\"27540\"}},\"id\":\"27539\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"axis\":{\"id\":\"28110\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"28113\",\"type\":\"Grid\"},{\"attributes\":{\"source\":{\"id\":\"30801\"}},\"id\":\"30806\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"30805\"}]},\"id\":\"30846\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"Pb1fIGew2j86vV8gZ7DaP9JWJXs/T+A/0VYlez9P4D/UG3sl8JPaPwDdGbGwYuA/AN0ZsbBi4D+YUeE1anvjP38aSZ6xgOY/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"30586\"},\"selection_policy\":{\"id\":\"30585\"}},\"id\":\"30567\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"34889\",\"type\":\"HelpTool\"},{\"attributes\":{\"axis\":{\"id\":\"34880\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"34883\",\"type\":\"Grid\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"35901\"},\"glyph\":{\"id\":\"35902\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"35904\"},\"nonselection_glyph\":{\"id\":\"35903\"},\"view\":{\"id\":\"35906\"}},\"id\":\"35905\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"29331\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29528\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"34881\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"30831\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"34903\",\"type\":\"DataRange1d\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"31845\"}]},\"id\":\"31892\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"32885\"}},\"id\":\"32890\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"29332\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"30832\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"34885\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"35905\"}]},\"id\":\"35948\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"31841\"}},\"id\":\"31846\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"34884\",\"type\":\"PanTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"2bhdxxob3T8IAi+A/M3dP0Ab9scn8t0/ZOfOIzrL3D/9MAnk1L3ZP0A/chW+wdk/fLNkT86x1z8LqFKkk5rXPxjBA2qM99g/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"35934\"},\"selection_policy\":{\"id\":\"35933\"}},\"id\":\"35901\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31844\",\"type\":\"Line\"},{\"attributes\":{\"overlay\":{\"id\":\"34890\"}},\"id\":\"34886\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"29511\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"31898\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"34887\",\"type\":\"SaveTool\"},{\"attributes\":{\"source\":{\"id\":\"35901\"}},\"id\":\"35906\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"31841\"},\"glyph\":{\"id\":\"31842\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"31844\"},\"nonselection_glyph\":{\"id\":\"31843\"},\"view\":{\"id\":\"31846\"}},\"id\":\"31845\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"32885\"},\"glyph\":{\"id\":\"32886\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"32888\"},\"nonselection_glyph\":{\"id\":\"32887\"},\"view\":{\"id\":\"32890\"}},\"id\":\"32889\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"34888\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35904\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"33786\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"34890\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31843\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32888\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"31900\",\"type\":\"DataRange1d\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37847\"},\"group\":null,\"major_label_policy\":{\"id\":\"37848\"},\"ticker\":{\"id\":\"34910\"}},\"id\":\"34909\",\"type\":\"LinearAxis\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"hJ26j7yB5j/0A4y239rmP4QWRlXB3Oc/9MaPRMgj6D8Sjc6daq/mPyh7sUC0XeY/PlAH2mnx5D+AgSaCG1fkPyI8ooduaOM/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"32916\"},\"selection_policy\":{\"id\":\"32915\"}},\"id\":\"32885\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"34905\",\"type\":\"LinearScale\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"32889\"}]},\"id\":\"32930\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"33787\",\"type\":\"AllLabels\"},{\"attributes\":{\"axis\":{\"id\":\"34909\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"34912\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35903\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"35953\"}]},\"id\":\"35998\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"31877\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"31878\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"35933\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"35934\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32887\",\"type\":\"Line\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"29334\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"32935\"}]},\"id\":\"32978\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"33789\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{},\"id\":\"32915\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"30950\",\"type\":\"DataRange1d\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"29335\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"33790\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"32916\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"30847\"},\"glyph\":{\"id\":\"30848\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"30850\"},\"nonselection_glyph\":{\"id\":\"30849\"},\"view\":{\"id\":\"30852\"}},\"id\":\"30851\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"axis\":{\"id\":\"34913\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"34916\",\"type\":\"Grid\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"29341\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"34914\",\"type\":\"BasicTicker\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"29339\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"29345\",\"type\":\"YearsTicker\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"29336\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"29337\",\"type\":\"DaysTicker\"},{\"attributes\":{\"source\":{\"id\":\"30847\"}},\"id\":\"30852\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"34918\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"29338\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"34917\",\"type\":\"PanTool\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"29340\",\"type\":\"DaysTicker\"},{\"attributes\":{\"overlay\":{\"id\":\"34923\"}},\"id\":\"34919\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"29344\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"source\":{\"id\":\"29527\"}},\"id\":\"29532\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"34920\",\"type\":\"SaveTool\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"29342\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"34921\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"33791\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"29343\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"30880\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"33792\",\"type\":\"Selection\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"34923\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"31933\",\"type\":\"DataRange1d\"},{\"attributes\":{\"label\":{\"value\":\"Manufacturing\"},\"renderers\":[{\"id\":\"29531\"}]},\"id\":\"29568\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30850\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"29527\"},\"glyph\":{\"id\":\"29528\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"29530\"},\"nonselection_glyph\":{\"id\":\"29529\"},\"view\":{\"id\":\"29532\"}},\"id\":\"29531\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"ImuNhA4g2z+2CX56FNXZP4JnEFoGRNk/ZMIoNxiZ1T9F95kI45LVP/CjmKg1xtU/7Qm2feAQ2D+phHY72sjaPzAGQV/fsN0/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"30880\"},\"selection_policy\":{\"id\":\"30879\"}},\"id\":\"30847\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"31902\",\"type\":\"LinearScale\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"30851\"}]},\"id\":\"30894\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"34955\",\"type\":\"HelpTool\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"31893\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"34977\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37742\"},\"group\":null,\"major_label_policy\":{\"id\":\"37743\"},\"ticker\":{\"id\":\"31911\"}},\"id\":\"31910\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29530\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"3akEZvTX1z+tM0j/wEfWPzIcGs1h+tY/EAwns3LL2j+A9WsWIsPYP4D1axYiw9g/MFT6SvYF2z/csoh/ykjdPxaVIJadl+A/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"29554\"},\"selection_policy\":{\"id\":\"29553\"}},\"id\":\"29527\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30849\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"31931\",\"type\":\"DataRange1d\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"30899\"}]},\"id\":\"30944\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"35949\"}},\"id\":\"35954\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"32979\"}},\"id\":\"32984\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37745\"},\"group\":null,\"major_label_policy\":{\"id\":\"37746\"},\"ticker\":{\"id\":\"31907\"}},\"id\":\"31906\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"30879\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"31919\",\"type\":\"HelpTool\"},{\"attributes\":{\"below\":[{\"id\":\"31906\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"31909\"},{\"id\":\"31913\"}],\"height\":40,\"left\":[{\"id\":\"31910\"}],\"outline_line_width\":0,\"title\":{\"id\":\"31896\"},\"toolbar\":{\"id\":\"31921\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"31898\"},\"x_scale\":{\"id\":\"31902\"},\"y_range\":{\"id\":\"31900\"},\"y_scale\":{\"id\":\"31904\"}},\"id\":\"31895\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"31896\",\"type\":\"Title\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"35949\"},\"glyph\":{\"id\":\"35950\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"35952\"},\"nonselection_glyph\":{\"id\":\"35951\"},\"view\":{\"id\":\"35954\"}},\"id\":\"35953\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29529\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"31907\",\"type\":\"BasicTicker\"},{\"attributes\":{\"source\":{\"id\":\"32931\"}},\"id\":\"32936\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"29553\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"31904\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis\":{\"id\":\"31906\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"31909\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"35528\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29614\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35950\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"29554\",\"type\":\"Selection\"},{\"attributes\":{\"axis\":{\"id\":\"31910\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"31913\",\"type\":\"Grid\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"34969\"}]},\"id\":\"34994\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"32931\"},\"glyph\":{\"id\":\"32932\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"32934\"},\"nonselection_glyph\":{\"id\":\"32933\"},\"view\":{\"id\":\"32936\"}},\"id\":\"32935\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"34901\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"31911\",\"type\":\"BasicTicker\"},{\"attributes\":{\"below\":[{\"id\":\"31939\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"31942\"},{\"id\":\"31946\"}],\"height\":40,\"left\":[{\"id\":\"31943\"}],\"outline_line_width\":0,\"title\":{\"id\":\"31929\"},\"toolbar\":{\"id\":\"31954\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"31931\"},\"x_scale\":{\"id\":\"31935\"},\"y_range\":{\"id\":\"31933\"},\"y_scale\":{\"id\":\"31937\"}},\"id\":\"31928\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35952\",\"type\":\"Line\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"33794\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"gWyuVft/0D/PXrOG0V/RP1AxPxK+Q9M/fTfTeUr30j+wb9mFoaPRP7VftAB51tI/ThyfDdvK0T+bG7Nzc6rSP+4jyOijatI/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"35984\"},\"selection_policy\":{\"id\":\"35983\"}},\"id\":\"35949\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"31915\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32932\",\"type\":\"Line\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"33795\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"31914\",\"type\":\"PanTool\"},{\"attributes\":{\"overlay\":{\"id\":\"31920\"}},\"id\":\"31916\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"source\":{\"id\":\"34965\"}},\"id\":\"34970\",\"type\":\"CDSView\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"33801\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"31917\",\"type\":\"SaveTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32934\",\"type\":\"Line\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"33799\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"31918\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"33805\",\"type\":\"YearsTicker\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"34899\",\"type\":\"Title\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"c/HBvhnh2T9+510X53LVPyQw5e3PJtg/378ptVhq3D/6wwYE4n3aP9K7zujMit4/Hh8Jk7iU3T8SUTXOO8jbP9wExKyu9d0/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"32964\"},\"selection_policy\":{\"id\":\"32963\"}},\"id\":\"32931\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35951\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"34965\"},\"glyph\":{\"id\":\"34966\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"34968\"},\"nonselection_glyph\":{\"id\":\"34967\"},\"view\":{\"id\":\"34970\"}},\"id\":\"34969\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"36003\"}]},\"id\":\"36050\",\"type\":\"LegendItem\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"33796\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34967\",\"type\":\"Line\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"33797\",\"type\":\"DaysTicker\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"33798\",\"type\":\"DaysTicker\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34968\",\"type\":\"Line\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"33800\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"35983\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"axis\":{\"id\":\"35536\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"35539\",\"type\":\"Grid\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"31920\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"33804\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"33802\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"35984\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37757\"},\"group\":null,\"major_label_policy\":{\"id\":\"37758\"},\"ticker\":{\"id\":\"31940\"}},\"id\":\"31939\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32933\",\"type\":\"Line\"},{\"attributes\":{\"axis\":{\"id\":\"31028\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"31031\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"31935\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis\":{\"id\":\"31939\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"31942\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"32963\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"33803\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"30895\"},\"glyph\":{\"id\":\"30896\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"30898\"},\"nonselection_glyph\":{\"id\":\"30897\"},\"view\":{\"id\":\"30900\"}},\"id\":\"30899\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"35571\"},\"group\":null,\"major_label_policy\":{\"id\":\"35572\"},\"ticker\":{\"id\":\"35537\"}},\"id\":\"35536\",\"type\":\"DatetimeAxis\"},{\"attributes\":{\"axis\":{\"id\":\"32570\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"32573\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"32964\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"30895\"}},\"id\":\"30900\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"31032\",\"type\":\"PanTool\"},{\"attributes\":{\"below\":[{\"id\":\"35536\"}],\"center\":[{\"id\":\"35539\"},{\"id\":\"35543\"}],\"height\":400,\"left\":[{\"id\":\"35540\"}],\"renderers\":[{\"id\":\"35563\"},{\"id\":\"35593\"},{\"id\":\"35625\"},{\"id\":\"35659\"},{\"id\":\"35695\"},{\"id\":\"35733\"},{\"id\":\"35773\"},{\"id\":\"35815\"},{\"id\":\"35859\"},{\"id\":\"35905\"},{\"id\":\"35953\"},{\"id\":\"36003\"}],\"right\":[{\"id\":\"35558\"}],\"title\":{\"id\":\"36051\"},\"toolbar\":{\"id\":\"35551\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"35528\"},\"x_scale\":{\"id\":\"35532\"},\"y_range\":{\"id\":\"35530\"},\"y_scale\":{\"id\":\"35534\"}},\"id\":\"35527\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30896\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"29644\",\"type\":\"Selection\"},{\"attributes\":{\"axis\":{\"id\":\"31943\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"31946\",\"type\":\"Grid\"},{\"attributes\":{\"source\":{\"id\":\"29569\"}},\"id\":\"29574\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"31029\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"31944\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"29897\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"30930\",\"type\":\"Selection\"},{\"attributes\":{\"child\":{\"id\":\"31013\"},\"title\":\"Guelmim - es-semara\"},\"id\":\"31014\",\"type\":\"Panel\"},{\"attributes\":{},\"id\":\"31948\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"overlay\":{\"id\":\"29902\"}},\"id\":\"29898\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"31947\",\"type\":\"PanTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30898\",\"type\":\"Line\"},{\"attributes\":{\"overlay\":{\"id\":\"31953\"}},\"id\":\"31949\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"29613\"},\"glyph\":{\"id\":\"29614\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"29616\"},\"nonselection_glyph\":{\"id\":\"29615\"},\"view\":{\"id\":\"29618\"}},\"id\":\"29617\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"31950\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"31018\",\"type\":\"DataRange1d\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"I1DcR3h+3j8hUNxHeH7eP/AMp66gz9w/8AynrqDP3D/P5651pyPdP8/nrnWnI90/+w0KCUpD3T9m6uTnyJTaP4TFpA23Ldk/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"30930\"},\"selection_policy\":{\"id\":\"30929\"}},\"id\":\"30895\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"31951\",\"type\":\"ResetTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"29569\"},\"glyph\":{\"id\":\"29570\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"29572\"},\"nonselection_glyph\":{\"id\":\"29571\"},\"view\":{\"id\":\"29574\"}},\"id\":\"29573\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"29347\"}},\"id\":\"29352\",\"type\":\"CDSView\"},{\"attributes\":{\"overlay\":{\"id\":\"31038\"}},\"id\":\"31034\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"29351\"}]},\"id\":\"29378\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"31033\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"36056\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29570\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37844\"},\"group\":null,\"major_label_policy\":{\"id\":\"37845\"},\"ticker\":{\"id\":\"34914\"}},\"id\":\"34913\",\"type\":\"LinearAxis\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"29347\"},\"glyph\":{\"id\":\"29348\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"29350\"},\"nonselection_glyph\":{\"id\":\"29349\"},\"view\":{\"id\":\"29352\"}},\"id\":\"29351\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30897\",\"type\":\"Line\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"31953\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"30952\",\"type\":\"DataRange1d\"},{\"attributes\":{\"tools\":[{\"id\":\"34884\"},{\"id\":\"34885\"},{\"id\":\"34886\"},{\"id\":\"34887\"},{\"id\":\"34888\"},{\"id\":\"34889\"}]},\"id\":\"34891\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29572\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"29364\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"nvB/Nmrh5T8OWQZcs/bkPzKG6ealtOM/gN2o3yNU5D+gi7dIKtbgPyaJAUDr1t0/0KgXWQc62T8x0GGOGMrbP6vlgHTuPdo/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"29598\"},\"selection_policy\":{\"id\":\"29597\"}},\"id\":\"29569\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"35999\"}},\"id\":\"36004\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"30929\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29348\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"34922\",\"type\":\"HelpTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29350\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"34910\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"34907\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"35999\"},\"glyph\":{\"id\":\"36000\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"36002\"},\"nonselection_glyph\":{\"id\":\"36001\"},\"view\":{\"id\":\"36004\"}},\"id\":\"36003\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29571\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"hwQ6Vx2M4j8FrrfHf7nhPw0bcSKa/OA/vqa/qjbe4D+2Wn50vJ3gP8kWspc6QOA/aqUvPUay4D9LUSbd04fiP7RtP1aCTeI/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"29364\"},\"selection_policy\":{\"id\":\"29363\"}},\"id\":\"29347\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"32983\"}]},\"id\":\"33028\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"29597\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"36000\",\"type\":\"Line\"},{\"attributes\":{\"child\":{\"id\":\"36119\"},\"title\":\"Taza - al hoceima - taounate\"},\"id\":\"36120\",\"type\":\"Panel\"},{\"attributes\":{},\"id\":\"29598\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"32979\"},\"glyph\":{\"id\":\"32980\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"32982\"},\"nonselection_glyph\":{\"id\":\"32981\"},\"view\":{\"id\":\"32984\"}},\"id\":\"32983\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"36002\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29349\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32980\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"34954\",\"type\":\"ResetTool\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"29383\"}]},\"id\":\"29412\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"MbBkIvvp2D8xsW/wUq3XP3SpA2gYHNU/Wbm035Ue0z+5p8It18rRP8niy5lrltA/bHWPe7yR0D+vT4oP+u7SPyV0cUDFTdQ/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"36036\"},\"selection_policy\":{\"id\":\"36035\"}},\"id\":\"35999\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"axis\":{\"id\":\"32566\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"32569\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"29363\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32982\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"36001\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"36058\",\"type\":\"DataRange1d\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"khsTbk6E3T8SCRc7B13gP//8gl+6H+I/NMSl7aGE4T/AqWWb8UjiP5ejs5Xx7uE/uddNip424T+XjdJdMxjhP66CgEfgHuE/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"33014\"},\"selection_policy\":{\"id\":\"33013\"}},\"id\":\"32979\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"36035\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"31995\"}},\"id\":\"32000\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"36036\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"30985\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"30954\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"31929\",\"type\":\"Title\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32981\",\"type\":\"Line\"},{\"attributes\":{\"axis\":{\"id\":\"34942\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"34945\",\"type\":\"Grid\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"33033\"}]},\"id\":\"33080\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"30945\",\"type\":\"Title\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31998\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"33013\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"34346\",\"type\":\"LinearScale\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"29617\"}]},\"id\":\"29658\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31997\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"33014\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37706\"},\"group\":null,\"major_label_policy\":{\"id\":\"37707\"},\"ticker\":{\"id\":\"30963\"}},\"id\":\"30962\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"30983\",\"type\":\"DataRange1d\"},{\"attributes\":{\"source\":{\"id\":\"33807\"}},\"id\":\"33812\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"33811\"}]},\"id\":\"33838\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37709\"},\"group\":null,\"major_label_policy\":{\"id\":\"37710\"},\"ticker\":{\"id\":\"30959\"}},\"id\":\"30958\",\"type\":\"LinearAxis\"},{\"attributes\":{\"source\":{\"id\":\"29613\"}},\"id\":\"29618\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"32575\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"30971\",\"type\":\"HelpTool\"},{\"attributes\":{\"below\":[{\"id\":\"30958\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"30961\"},{\"id\":\"30965\"}],\"height\":40,\"left\":[{\"id\":\"30962\"}],\"outline_line_width\":0,\"title\":{\"id\":\"30948\"},\"toolbar\":{\"id\":\"30973\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"30950\"},\"x_scale\":{\"id\":\"30954\"},\"y_range\":{\"id\":\"30952\"},\"y_scale\":{\"id\":\"30956\"}},\"id\":\"30947\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"33807\"},\"glyph\":{\"id\":\"33808\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"33810\"},\"nonselection_glyph\":{\"id\":\"33809\"},\"view\":{\"id\":\"33812\"}},\"id\":\"33811\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"2cguAjyF4T9hFOxjocPjP4J4WMtnNeU/b6MsZ/545j+Yx9yXhNnlP8Cl3nmLgOU/NCgVjcjm5D805ttl7ajkP0rlYwN7rOM/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"29644\"},\"selection_policy\":{\"id\":\"29643\"}},\"id\":\"29613\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"30948\",\"type\":\"Title\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"FYnpCMqL4T9V8773QpLgP7QXVUemGOA/lZvPh3S53T8cJ97ine7WP5PYu5AWi9Q/amCahQQ81T/Oqknzun3UP6zxCh+hJ9U/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"34980\"},\"selection_policy\":{\"id\":\"34979\"}},\"id\":\"34965\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29616\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"30959\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"33824\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"30956\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"29379\"},\"glyph\":{\"id\":\"29380\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"29382\"},\"nonselection_glyph\":{\"id\":\"29381\"},\"view\":{\"id\":\"29384\"}},\"id\":\"29383\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"axis\":{\"id\":\"30958\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"30961\",\"type\":\"Grid\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"34956\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"32571\",\"type\":\"BasicTicker\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33808\",\"type\":\"Line\"},{\"attributes\":{\"axis\":{\"id\":\"30962\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"30965\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"30963\",\"type\":\"BasicTicker\"},{\"attributes\":{\"below\":[{\"id\":\"30991\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"30994\"},{\"id\":\"30998\"}],\"height\":40,\"left\":[{\"id\":\"30995\"}],\"outline_line_width\":0,\"title\":{\"id\":\"30981\"},\"toolbar\":{\"id\":\"31006\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"30983\"},\"x_scale\":{\"id\":\"30987\"},\"y_range\":{\"id\":\"30985\"},\"y_scale\":{\"id\":\"30989\"}},\"id\":\"30980\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"31995\"},\"glyph\":{\"id\":\"31996\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"31998\"},\"nonselection_glyph\":{\"id\":\"31997\"},\"view\":{\"id\":\"32000\"}},\"id\":\"31999\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29615\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"29379\"}},\"id\":\"29384\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"29663\"}]},\"id\":\"29706\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33810\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"36091\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"30967\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"X3l2wYtF3D8PvuE1UgrdP0Vn36BRTdw/OovSrHmk2j8NGL2dG5HYP4PQmax+idY/Gg7GR6pr1j//a6UFxEDXPwat+Or6WNY/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"33824\"},\"selection_policy\":{\"id\":\"33823\"}},\"id\":\"33807\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"30966\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"29643\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"36060\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29380\",\"type\":\"Line\"},{\"attributes\":{\"overlay\":{\"id\":\"30972\"}},\"id\":\"30968\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"30969\",\"type\":\"SaveTool\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"36051\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"30970\",\"type\":\"ResetTool\"},{\"attributes\":{\"tools\":[{\"id\":\"34917\"},{\"id\":\"34918\"},{\"id\":\"34919\"},{\"id\":\"34920\"},{\"id\":\"34921\"},{\"id\":\"34922\"}]},\"id\":\"34924\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33809\",\"type\":\"Line\"},{\"attributes\":{\"below\":[{\"id\":\"33160\"}],\"center\":[{\"id\":\"33163\"},{\"id\":\"33167\"}],\"height\":400,\"left\":[{\"id\":\"33164\"}],\"renderers\":[{\"id\":\"33187\"},{\"id\":\"33217\"},{\"id\":\"33249\"},{\"id\":\"33283\"},{\"id\":\"33319\"},{\"id\":\"33357\"},{\"id\":\"33397\"},{\"id\":\"33439\"},{\"id\":\"33483\"},{\"id\":\"33529\"},{\"id\":\"33577\"},{\"id\":\"33627\"}],\"right\":[{\"id\":\"33182\"}],\"title\":{\"id\":\"33675\"},\"toolbar\":{\"id\":\"33175\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"33152\"},\"x_scale\":{\"id\":\"33156\"},\"y_range\":{\"id\":\"33154\"},\"y_scale\":{\"id\":\"33158\"}},\"id\":\"33151\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37868\"},\"group\":null,\"major_label_policy\":{\"id\":\"37869\"},\"ticker\":{\"id\":\"36069\"}},\"id\":\"36068\",\"type\":\"LinearAxis\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"33843\"}]},\"id\":\"33872\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"29398\",\"type\":\"Selection\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"32019\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"33086\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"36089\",\"type\":\"DataRange1d\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"30972\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29382\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37754\"},\"group\":null,\"major_label_policy\":{\"id\":\"37755\"},\"ticker\":{\"id\":\"31944\"}},\"id\":\"31943\",\"type\":\"LinearAxis\"},{\"attributes\":{\"overlay\":{\"id\":\"34956\"}},\"id\":\"34952\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37721\"},\"group\":null,\"major_label_policy\":{\"id\":\"37722\"},\"ticker\":{\"id\":\"30992\"}},\"id\":\"30991\",\"type\":\"LinearAxis\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37871\"},\"group\":null,\"major_label_policy\":{\"id\":\"37872\"},\"ticker\":{\"id\":\"36065\"}},\"id\":\"36064\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"34953\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"30987\",\"type\":\"LinearScale\"},{\"attributes\":{\"tools\":[{\"id\":\"31914\"},{\"id\":\"31915\"},{\"id\":\"31916\"},{\"id\":\"31917\"},{\"id\":\"31918\"},{\"id\":\"31919\"}]},\"id\":\"31921\",\"type\":\"Toolbar\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"IstVkmXM4j+HiiaFkHriP8yVrNewSOI/hko331pp4T+BYD1Bd8TgP3W7d328K+A/52TRqxEY4D8UqXirMoTfP3z+eIEbV+A/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"29398\"},\"selection_policy\":{\"id\":\"29397\"}},\"id\":\"29379\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"below\":[{\"id\":\"36064\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"36067\"},{\"id\":\"36071\"}],\"height\":40,\"left\":[{\"id\":\"36068\"}],\"outline_line_width\":0,\"title\":{\"id\":\"36054\"},\"toolbar\":{\"id\":\"36079\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"36056\"},\"x_scale\":{\"id\":\"36060\"},\"y_range\":{\"id\":\"36058\"},\"y_scale\":{\"id\":\"36062\"}},\"id\":\"36053\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"36077\",\"type\":\"HelpTool\"},{\"attributes\":{\"source\":{\"id\":\"33029\"}},\"id\":\"33034\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"36054\",\"type\":\"Title\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37718\"},\"group\":null,\"major_label_policy\":{\"id\":\"37719\"},\"ticker\":{\"id\":\"30996\"}},\"id\":\"30995\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"33158\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"31952\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"36062\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"36065\",\"type\":\"BasicTicker\"},{\"attributes\":{\"axis\":{\"id\":\"36064\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"36067\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29381\",\"type\":\"Line\"},{\"attributes\":{\"axis\":{\"id\":\"30991\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"30994\",\"type\":\"Grid\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"29417\"}]},\"id\":\"29448\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"31940\",\"type\":\"BasicTicker\"},{\"attributes\":{\"children\":[{\"id\":\"35459\"},{\"id\":\"34933\"},{\"id\":\"35492\"}]},\"id\":\"35525\",\"type\":\"Column\"},{\"attributes\":{},\"id\":\"31937\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"33029\"},\"glyph\":{\"id\":\"33030\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"33032\"},\"nonselection_glyph\":{\"id\":\"33031\"},\"view\":{\"id\":\"33034\"}},\"id\":\"33033\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"axis\":{\"id\":\"36068\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"36071\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"36069\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"29397\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"below\":[{\"id\":\"36097\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"36100\"},{\"id\":\"36104\"}],\"height\":40,\"left\":[{\"id\":\"36101\"}],\"outline_line_width\":0,\"title\":{\"id\":\"36087\"},\"toolbar\":{\"id\":\"36112\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"36089\"},\"x_scale\":{\"id\":\"36093\"},\"y_range\":{\"id\":\"36091\"},\"y_scale\":{\"id\":\"36095\"}},\"id\":\"36086\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"tools\":[{\"id\":\"31032\"},{\"id\":\"31033\"},{\"id\":\"31034\"},{\"id\":\"31035\"},{\"id\":\"31036\"},{\"id\":\"31037\"}]},\"id\":\"31039\",\"type\":\"Toolbar\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"31999\"}]},\"id\":\"32024\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33030\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"34978\",\"type\":\"AllLabels\"},{\"attributes\":{\"child\":{\"id\":\"33149\"},\"title\":\"Oriental\"},\"id\":\"33150\",\"type\":\"Panel\"},{\"attributes\":{},\"id\":\"36073\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"30981\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"36072\",\"type\":\"PanTool\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"32020\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"axis\":{\"id\":\"30995\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"30998\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33032\",\"type\":\"Line\"},{\"attributes\":{\"overlay\":{\"id\":\"36078\"}},\"id\":\"36074\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"30996\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"36075\",\"type\":\"SaveTool\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"31986\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"29659\"},\"glyph\":{\"id\":\"29660\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"29662\"},\"nonselection_glyph\":{\"id\":\"29661\"},\"view\":{\"id\":\"29664\"}},\"id\":\"29663\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"31036\",\"type\":\"ResetTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"DLrKtWw42j/gnCEznonaP54mLKv3+No/gMK0DXCC1D/8cnYx/4/SP/bNciUtbtE/fmLdGzjj0D9EtQsrrQ/UPzGAI+978tQ/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"33066\"},\"selection_policy\":{\"id\":\"33065\"}},\"id\":\"33029\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"33195\"},\"group\":null,\"major_label_policy\":{\"id\":\"33196\"},\"ticker\":{\"id\":\"33161\"}},\"id\":\"33160\",\"type\":\"DatetimeAxis\"},{\"attributes\":{},\"id\":\"36076\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"31000\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"33154\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"30999\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"34975\",\"type\":\"AllLabels\"},{\"attributes\":{\"overlay\":{\"id\":\"31005\"}},\"id\":\"31001\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"33750\",\"type\":\"LinearScale\"},{\"attributes\":{\"source\":{\"id\":\"29659\"}},\"id\":\"29664\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"31002\",\"type\":\"SaveTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33031\",\"type\":\"Line\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"36078\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"33088\",\"type\":\"DataRange1d\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37883\"},\"group\":null,\"major_label_policy\":{\"id\":\"37884\"},\"ticker\":{\"id\":\"36098\"}},\"id\":\"36097\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"31003\",\"type\":\"ResetTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"33839\"},\"glyph\":{\"id\":\"33840\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"33842\"},\"nonselection_glyph\":{\"id\":\"33841\"},\"view\":{\"id\":\"33844\"}},\"id\":\"33843\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"36093\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29660\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"31985\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"34974\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"33065\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"33066\",\"type\":\"Selection\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"31005\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"source\":{\"id\":\"33839\"}},\"id\":\"33844\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"29692\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"36110\",\"type\":\"HelpTool\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"35563\"}]},\"id\":\"35588\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29662\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33840\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"36106\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"k2w0Scjg2z8kAWUZ3MraP/jlUrHOjds/ePuDsKYX3T/o6mVxjCTbPyaK5EJSltw/4JzAv5uQ3j9Efqs5fvHcPy7vGpnOld0/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"29692\"},\"selection_policy\":{\"id\":\"29691\"}},\"id\":\"29659\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"32005\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"36105\",\"type\":\"PanTool\"},{\"attributes\":{\"overlay\":{\"id\":\"36111\"}},\"id\":\"36107\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"33858\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"36108\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"36109\",\"type\":\"ResetTool\"},{\"attributes\":{\"tools\":[{\"id\":\"34950\"},{\"id\":\"34951\"},{\"id\":\"34952\"},{\"id\":\"34953\"},{\"id\":\"34954\"},{\"id\":\"34955\"}]},\"id\":\"34957\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29661\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33842\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"29413\"}},\"id\":\"29418\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"29711\"}]},\"id\":\"29756\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"SQlGnaTy2T9s3GXIc8DZP92+J+KM39g/x+iCHoUi1z9DtOxZrVHVP/D2KFPqXdY/TLdt8wPN2T+Z6cxCGIbbP9gzZjpZQ9w/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"33858\"},\"selection_policy\":{\"id\":\"33857\"}},\"id\":\"33839\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"children\":[{\"id\":\"32489\"},{\"id\":\"31963\"},{\"id\":\"32522\"}]},\"id\":\"32555\",\"type\":\"Column\"},{\"attributes\":{},\"id\":\"29691\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34966\",\"type\":\"Line\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"36111\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"32004\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"29413\"},\"glyph\":{\"id\":\"29414\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"29416\"},\"nonselection_glyph\":{\"id\":\"29415\"},\"view\":{\"id\":\"29418\"}},\"id\":\"29417\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33841\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"33877\"}]},\"id\":\"33908\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29414\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"33121\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"33857\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"33090\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29416\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"34979\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"33081\",\"type\":\"Title\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"NgikD2iE4j+1SzuENnPiP051XwhJUOI/WGqV+Di15D/AOUKabbbhP+m47BFQHt8/KDirFlGJ3j/ulTjDYjjdP/5Chv7mlts/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"29434\"},\"selection_policy\":{\"id\":\"29433\"}},\"id\":\"29413\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"31035\",\"type\":\"SaveTool\"},{\"attributes\":{\"tools\":[{\"id\":\"31947\"},{\"id\":\"31948\"},{\"id\":\"31949\"},{\"id\":\"31950\"},{\"id\":\"31951\"},{\"id\":\"31952\"}]},\"id\":\"31954\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"34980\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37778\"},\"group\":null,\"major_label_policy\":{\"id\":\"37779\"},\"ticker\":{\"id\":\"33099\"}},\"id\":\"33098\",\"type\":\"LinearAxis\"},{\"attributes\":{\"axis\":{\"id\":\"31976\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"31979\",\"type\":\"Grid\"},{\"attributes\":{\"axis\":{\"id\":\"31378\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"31381\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"33119\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29415\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37781\"},\"group\":null,\"major_label_policy\":{\"id\":\"37782\"},\"ticker\":{\"id\":\"33095\"}},\"id\":\"33094\",\"type\":\"LinearAxis\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"29453\"}]},\"id\":\"29486\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"vYE7t1qi5T9qA3zl9b/lP3MHXzplo+Q/Xh97wspB5D8AHR0BG//hPwKww5LHzOA/SVV8N7ZW4D8OBvsyZQLhPzgHQuN/MeE/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"32010\"},\"selection_policy\":{\"id\":\"32009\"}},\"id\":\"31995\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"33107\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"29433\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"below\":[{\"id\":\"33094\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"33097\"},{\"id\":\"33101\"}],\"height\":40,\"left\":[{\"id\":\"33098\"}],\"outline_line_width\":0,\"title\":{\"id\":\"33084\"},\"toolbar\":{\"id\":\"33109\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"33086\"},\"x_scale\":{\"id\":\"33090\"},\"y_range\":{\"id\":\"33088\"},\"y_scale\":{\"id\":\"33092\"}},\"id\":\"33083\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"32574\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"29434\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"33084\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"33095\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"33092\",\"type\":\"LinearScale\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"32021\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"axis\":{\"id\":\"33094\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"33097\",\"type\":\"Grid\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"29707\"},\"glyph\":{\"id\":\"29708\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"29710\"},\"nonselection_glyph\":{\"id\":\"29709\"},\"view\":{\"id\":\"29712\"}},\"id\":\"29711\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"below\":[{\"id\":\"31378\"}],\"center\":[{\"id\":\"31381\"},{\"id\":\"31385\"}],\"height\":400,\"left\":[{\"id\":\"31382\"}],\"renderers\":[{\"id\":\"31405\"},{\"id\":\"31435\"},{\"id\":\"31467\"},{\"id\":\"31501\"},{\"id\":\"31537\"},{\"id\":\"31575\"},{\"id\":\"31615\"},{\"id\":\"31657\"},{\"id\":\"31701\"},{\"id\":\"31747\"},{\"id\":\"31795\"},{\"id\":\"31845\"}],\"right\":[{\"id\":\"31400\"}],\"title\":{\"id\":\"31893\"},\"toolbar\":{\"id\":\"31393\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"31370\"},\"x_scale\":{\"id\":\"31374\"},\"y_range\":{\"id\":\"31372\"},\"y_scale\":{\"id\":\"31376\"}},\"id\":\"31369\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"axis\":{\"id\":\"33098\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"33101\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"33099\",\"type\":\"BasicTicker\"},{\"attributes\":{\"below\":[{\"id\":\"33127\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"33130\"},{\"id\":\"33134\"}],\"height\":40,\"left\":[{\"id\":\"33131\"}],\"outline_line_width\":0,\"title\":{\"id\":\"33117\"},\"toolbar\":{\"id\":\"33142\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"33119\"},\"x_scale\":{\"id\":\"33123\"},\"y_range\":{\"id\":\"33121\"},\"y_scale\":{\"id\":\"33125\"}},\"id\":\"33116\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"source\":{\"id\":\"29707\"}},\"id\":\"29712\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31048\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"33103\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"33102\",\"type\":\"PanTool\"},{\"attributes\":{\"overlay\":{\"id\":\"33108\"}},\"id\":\"33104\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"33873\"},\"glyph\":{\"id\":\"33874\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"33876\"},\"nonselection_glyph\":{\"id\":\"33875\"},\"view\":{\"id\":\"33878\"}},\"id\":\"33877\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29708\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"33105\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"33106\",\"type\":\"ResetTool\"},{\"attributes\":{\"tools\":[{\"id\":\"31980\"},{\"id\":\"31981\"},{\"id\":\"31982\"},{\"id\":\"31983\"},{\"id\":\"31984\"},{\"id\":\"31985\"}]},\"id\":\"31987\",\"type\":\"Toolbar\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"36087\",\"type\":\"Title\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"34982\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"31418\"},{\"id\":\"31419\"},{\"id\":\"31420\"},{\"id\":\"31421\"},{\"id\":\"31422\"},{\"id\":\"31423\"},{\"id\":\"31424\"},{\"id\":\"31425\"},{\"id\":\"31426\"},{\"id\":\"31427\"},{\"id\":\"31428\"},{\"id\":\"31429\"}]},\"id\":\"31379\",\"type\":\"DatetimeTicker\"},{\"attributes\":{\"source\":{\"id\":\"33873\"}},\"id\":\"33878\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"29742\",\"type\":\"Selection\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31996\",\"type\":\"Line\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"33108\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"34983\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37793\"},\"group\":null,\"major_label_policy\":{\"id\":\"37794\"},\"ticker\":{\"id\":\"33128\"}},\"id\":\"33127\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29710\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33874\",\"type\":\"Line\"},{\"attributes\":{\"tools\":[{\"id\":\"30966\"},{\"id\":\"30967\"},{\"id\":\"30968\"},{\"id\":\"30969\"},{\"id\":\"30970\"},{\"id\":\"30971\"}]},\"id\":\"30973\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"33123\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"36098\",\"type\":\"BasicTicker\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"jvLwyOyf2T8QTfIBZB7YP0Tvxqm68dc/CkOVjLco1z/wbIibJFfUP51srv5lvtE/V9kb0N2W0z9UX5U+uvfVP8q957MvC9g/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"29742\"},\"selection_policy\":{\"id\":\"29741\"}},\"id\":\"29707\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"34987\",\"type\":\"DaysTicker\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"34989\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"34984\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"34993\",\"type\":\"YearsTicker\"},{\"attributes\":{},\"id\":\"32007\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"34985\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"31004\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"33894\",\"type\":\"Selection\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"34986\",\"type\":\"DaysTicker\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"34988\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"32008\",\"type\":\"AllLabels\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"34992\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29709\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"30992\",\"type\":\"BasicTicker\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33876\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"30989\",\"type\":\"LinearScale\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"29761\"}]},\"id\":\"29808\",\"type\":\"LegendItem\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"34990\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37790\"},\"group\":null,\"major_label_policy\":{\"id\":\"37791\"},\"ticker\":{\"id\":\"33132\"}},\"id\":\"33131\",\"type\":\"LinearAxis\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"ciCdP1da5D8RJR2LE1HkP7O7p1+aj+Q/YkSX5YSK4j/GP7lDmozgP1qvHaUn194/gOfeVa+l2z99ed3QQcXZP4k3VL0Uk9k/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"33894\"},\"selection_policy\":{\"id\":\"33893\"}},\"id\":\"33873\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"29449\"}},\"id\":\"29454\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"29741\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"34991\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"32004\"},\"group\":null,\"major_label_policy\":{\"id\":\"32005\"},\"ticker\":{\"id\":\"31977\"}},\"id\":\"31976\",\"type\":\"LinearAxis\"},{\"attributes\":{\"tools\":[{\"id\":\"33102\"},{\"id\":\"33103\"},{\"id\":\"33104\"},{\"id\":\"33105\"},{\"id\":\"33106\"},{\"id\":\"33107\"}]},\"id\":\"33109\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"36095\",\"type\":\"LinearScale\"},{\"attributes\":{\"children\":[{\"id\":\"31301\"},{\"id\":\"31015\"},{\"id\":\"31334\"}]},\"id\":\"31367\",\"type\":\"Column\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33875\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"29449\"},\"glyph\":{\"id\":\"29450\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"29452\"},\"nonselection_glyph\":{\"id\":\"29451\"},\"view\":{\"id\":\"29454\"}},\"id\":\"29453\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"33913\"}]},\"id\":\"33946\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"33140\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"32009\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"33893\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29450\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"33128\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"32010\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"33125\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29452\",\"type\":\"Line\"},{\"attributes\":{\"axis\":{\"id\":\"33127\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"33130\",\"type\":\"Grid\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"Fto718JC4D/h1t0+iGLfP+UDAIguvd0/8NDIo6DG2j+MrG5wUCXZP/Pq8aQVHtg/SApQU9Df1T+P77vN6mPXP6STaWllb9Y/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"29472\"},\"selection_policy\":{\"id\":\"29471\"}},\"id\":\"29449\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"axis\":{\"id\":\"33131\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"33134\",\"type\":\"Grid\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37880\"},\"group\":null,\"major_label_policy\":{\"id\":\"37881\"},\"ticker\":{\"id\":\"36102\"}},\"id\":\"36101\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"33132\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"33156\",\"type\":\"LinearScale\"},{\"attributes\":{\"tools\":[{\"id\":\"36072\"},{\"id\":\"36073\"},{\"id\":\"36074\"},{\"id\":\"36075\"},{\"id\":\"36076\"},{\"id\":\"36077\"}]},\"id\":\"36079\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"33136\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29451\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"33135\",\"type\":\"PanTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"29487\"},\"glyph\":{\"id\":\"29488\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"29490\"},\"nonselection_glyph\":{\"id\":\"29489\"},\"view\":{\"id\":\"29492\"}},\"id\":\"29491\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"axis\":{\"id\":\"36097\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"36100\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"31980\",\"type\":\"PanTool\"},{\"attributes\":{\"overlay\":{\"id\":\"33141\"}},\"id\":\"33137\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"33138\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"29471\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"axis\":{\"id\":\"36101\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"36104\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"31977\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"36102\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"29472\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"30476\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"31981\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"33139\",\"type\":\"ResetTool\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"33212\"},{\"id\":\"33244\"},{\"id\":\"33278\"},{\"id\":\"33314\"},{\"id\":\"33352\"},{\"id\":\"33392\"},{\"id\":\"33434\"},{\"id\":\"33478\"},{\"id\":\"33524\"},{\"id\":\"33572\"},{\"id\":\"33622\"},{\"id\":\"33674\"}]},\"id\":\"33182\",\"type\":\"Legend\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"33174\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"29757\"},\"glyph\":{\"id\":\"29758\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"29760\"},\"nonselection_glyph\":{\"id\":\"29759\"},\"view\":{\"id\":\"29762\"}},\"id\":\"29761\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"29757\"}},\"id\":\"29762\",\"type\":\"CDSView\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"33141\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"29940\"},{\"id\":\"29972\"},{\"id\":\"30006\"},{\"id\":\"30042\"},{\"id\":\"30080\"},{\"id\":\"30120\"},{\"id\":\"30162\"},{\"id\":\"30206\"},{\"id\":\"30252\"},{\"id\":\"30300\"},{\"id\":\"30350\"},{\"id\":\"30402\"}]},\"id\":\"29910\",\"type\":\"Legend\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"32012\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"33909\"},\"glyph\":{\"id\":\"33910\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"33912\"},\"nonselection_glyph\":{\"id\":\"33911\"},\"view\":{\"id\":\"33914\"}},\"id\":\"33913\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29758\",\"type\":\"Line\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"31038\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"29886\",\"type\":\"LinearScale\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"32013\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"source\":{\"id\":\"33909\"}},\"id\":\"33914\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"29794\",\"type\":\"Selection\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"32017\",\"type\":\"DaysTicker\"},{\"attributes\":{\"child\":{\"id\":\"29877\"},\"title\":\"Gharb - chrarda - b\\u00e9ni hssen\"},\"id\":\"29878\",\"type\":\"Panel\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"33117\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"32023\",\"type\":\"YearsTicker\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"32014\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29760\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33910\",\"type\":\"Line\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"32015\",\"type\":\"DaysTicker\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"32016\",\"type\":\"DaysTicker\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"ykLmJQp42z+NrO9bs4XYP/XcaYJtjdU/ymnRxl/a1D/nEf3nP43RP+Am09wvrtA/ut1Rb5Xl0D9l7O/zb2fQP+btfFzQpdE/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"29794\"},\"selection_policy\":{\"id\":\"29793\"}},\"id\":\"29757\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"32018\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"29884\",\"type\":\"LinearScale\"},{\"attributes\":{\"tools\":[{\"id\":\"30999\"},{\"id\":\"31000\"},{\"id\":\"31001\"},{\"id\":\"31002\"},{\"id\":\"31003\"},{\"id\":\"31004\"}]},\"id\":\"31006\",\"type\":\"Toolbar\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"32022\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"33932\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"29882\",\"type\":\"DataRange1d\"},{\"attributes\":{\"below\":[{\"id\":\"29888\"}],\"center\":[{\"id\":\"29891\"},{\"id\":\"29895\"}],\"height\":400,\"left\":[{\"id\":\"29892\"}],\"renderers\":[{\"id\":\"29915\"},{\"id\":\"29945\"},{\"id\":\"29977\"},{\"id\":\"30011\"},{\"id\":\"30047\"},{\"id\":\"30085\"},{\"id\":\"30125\"},{\"id\":\"30167\"},{\"id\":\"30211\"},{\"id\":\"30257\"},{\"id\":\"30305\"},{\"id\":\"30355\"}],\"right\":[{\"id\":\"29910\"}],\"title\":{\"id\":\"30403\"},\"toolbar\":{\"id\":\"29903\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"29880\"},\"x_scale\":{\"id\":\"29884\"},\"y_range\":{\"id\":\"29882\"},\"y_scale\":{\"id\":\"29886\"}},\"id\":\"29879\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"31037\",\"type\":\"HelpTool\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"31056\"},\"group\":null,\"major_label_policy\":{\"id\":\"31057\"},\"ticker\":{\"id\":\"31029\"}},\"id\":\"31028\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29490\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29759\",\"type\":\"Line\"},{\"attributes\":{\"below\":[{\"id\":\"29822\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"29825\"},{\"id\":\"29829\"}],\"height\":40,\"left\":[{\"id\":\"29826\"}],\"outline_line_width\":0,\"title\":{\"id\":\"29812\"},\"toolbar\":{\"id\":\"29837\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"29814\"},\"x_scale\":{\"id\":\"29818\"},\"y_range\":{\"id\":\"29816\"},\"y_scale\":{\"id\":\"29820\"}},\"id\":\"29811\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"31430\"},{\"id\":\"31462\"},{\"id\":\"31496\"},{\"id\":\"31532\"},{\"id\":\"31570\"},{\"id\":\"31610\"},{\"id\":\"31652\"},{\"id\":\"31696\"},{\"id\":\"31742\"},{\"id\":\"31790\"},{\"id\":\"31840\"},{\"id\":\"31892\"}]},\"id\":\"31400\",\"type\":\"Legend\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33912\",\"type\":\"Line\"},{\"attributes\":{\"tools\":[{\"id\":\"33168\"},{\"id\":\"33169\"},{\"id\":\"33170\"},{\"id\":\"33171\"},{\"id\":\"33172\"},{\"id\":\"33173\"}]},\"id\":\"33175\",\"type\":\"Toolbar\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"JGUTicUL0z/nQpWx4QHSPyjkibYg2tA/Ve3L/6L5yz+8tNqns8jOP1+ppQL1Ms4/+dzhFM7P0T/hiqkbE/DSP9UiJqKB7dQ/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"33932\"},\"selection_policy\":{\"id\":\"33931\"}},\"id\":\"33909\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"29793\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"35534\",\"type\":\"LinearScale\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"31051\"}]},\"id\":\"31076\",\"type\":\"LegendItem\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"35588\"},{\"id\":\"35620\"},{\"id\":\"35654\"},{\"id\":\"35690\"},{\"id\":\"35728\"},{\"id\":\"35768\"},{\"id\":\"35810\"},{\"id\":\"35854\"},{\"id\":\"35900\"},{\"id\":\"35948\"},{\"id\":\"35998\"},{\"id\":\"36050\"}]},\"id\":\"35558\",\"type\":\"Legend\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31049\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31050\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"31047\"}},\"id\":\"31052\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33911\",\"type\":\"Line\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"35576\"},{\"id\":\"35577\"},{\"id\":\"35578\"},{\"id\":\"35579\"},{\"id\":\"35580\"},{\"id\":\"35581\"},{\"id\":\"35582\"},{\"id\":\"35583\"},{\"id\":\"35584\"},{\"id\":\"35585\"},{\"id\":\"35586\"},{\"id\":\"35587\"}]},\"id\":\"35537\",\"type\":\"DatetimeTicker\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33948\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"29491\"}]},\"id\":\"29526\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"29487\"}},\"id\":\"29492\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"33931\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"31047\"},\"glyph\":{\"id\":\"31048\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"31050\"},\"nonselection_glyph\":{\"id\":\"31049\"},\"view\":{\"id\":\"31052\"}},\"id\":\"31051\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29488\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34998\",\"type\":\"Line\"},{\"attributes\":{\"tools\":[{\"id\":\"36105\"},{\"id\":\"36106\"},{\"id\":\"36107\"},{\"id\":\"36108\"},{\"id\":\"36109\"},{\"id\":\"36110\"}]},\"id\":\"36112\",\"type\":\"Toolbar\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"RBTVmxvC5D9Vwerf4FjkPy+OdTFv2OQ/hKqA8+Am5T80HqbjmLDkPwa3KLaTv+M/oucffOzW4z/KkkiPK/fiP+JhkCjBxuI/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"35012\"},\"selection_policy\":{\"id\":\"35011\"}},\"id\":\"34995\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"tools\":[{\"id\":\"33135\"},{\"id\":\"33136\"},{\"id\":\"33137\"},{\"id\":\"33138\"},{\"id\":\"33139\"},{\"id\":\"33140\"}]},\"id\":\"33142\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34997\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"33152\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29489\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"32598\"},\"group\":null,\"major_label_policy\":{\"id\":\"32599\"},\"ticker\":{\"id\":\"32571\"}},\"id\":\"32570\",\"type\":\"LinearAxis\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"AAZ0C7R+4j8LozWtbkHjP87yFqY89+E//fadL7SU4T/+8FeAJRvfPxf3UvcJb94/um3JYfOD3j/T5aEXxergPweRy4+aVOE/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"29512\"},\"selection_policy\":{\"id\":\"29511\"}},\"id\":\"29487\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"KkEBddny2j8qQQF12fLaP66vC3cAneA/ra8LdwCd4D9p42dyRcngP3iQrhuXWOE/eJCuG5dY4T/g8P4nukbkP9/w/ie6RuQ/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"31062\"},\"selection_policy\":{\"id\":\"31061\"}},\"id\":\"31047\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34996\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"34995\"},\"glyph\":{\"id\":\"34996\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"34998\"},\"nonselection_glyph\":{\"id\":\"34997\"},\"view\":{\"id\":\"35000\"}},\"id\":\"34999\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"28471\"},\"glyph\":{\"id\":\"28472\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"28474\"},\"nonselection_glyph\":{\"id\":\"28473\"},\"view\":{\"id\":\"28476\"}},\"id\":\"28475\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"35245\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"34995\"}},\"id\":\"35000\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"35246\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"35012\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"28471\"}},\"id\":\"28476\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"34999\"}]},\"id\":\"35026\",\"type\":\"LegendItem\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"35031\"}]},\"id\":\"35060\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"35011\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"28504\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28474\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"eNeoaIe91z8TNwpcXEfWP8CIt4sIONM/Is6TiA/izj/32ew0m0TEP3QhAxZbM8E/PL8DLTTDwT9f6EBFCzDEPzzjVng3kco/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"28504\"},\"selection_policy\":{\"id\":\"28503\"}},\"id\":\"28471\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"28475\"}]},\"id\":\"28518\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"37778\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"37779\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28473\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"37781\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"28523\"}]},\"id\":\"28568\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"37782\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"28503\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"35261\"}},\"id\":\"35266\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"35027\"},\"glyph\":{\"id\":\"35028\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"35030\"},\"nonselection_glyph\":{\"id\":\"35029\"},\"view\":{\"id\":\"35032\"}},\"id\":\"35031\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"35261\"},\"glyph\":{\"id\":\"35262\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"35264\"},\"nonselection_glyph\":{\"id\":\"35263\"},\"view\":{\"id\":\"35266\"}},\"id\":\"35265\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"35027\"}},\"id\":\"35032\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35264\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35028\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"sW5uIE176D+jpkKX90XoPyB8ssbhzOk/eEYUhYJf6T+hlXz36JjmP9qokIMazOQ/CpahUYsZ5D+ScuJOMrbiP645Ft96seE/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"35292\"},\"selection_policy\":{\"id\":\"35291\"}},\"id\":\"35261\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"35265\"}]},\"id\":\"35306\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"35046\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35263\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35030\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"35311\"}]},\"id\":\"35354\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"35291\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"3Eyu8SmF3z/9CN0F0YffPyG7RbqKKuA/EJDLxTN14D/Lvnrg7CHfP6xCAYLvotw/ahOqm2cE3j8Eq6QlsAndP4yOGoU5T+A/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"35046\"},\"selection_policy\":{\"id\":\"35045\"}},\"id\":\"35027\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"35292\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"28519\"}},\"id\":\"28524\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"37790\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"37791\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35029\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"35065\"}]},\"id\":\"35096\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"28519\"},\"glyph\":{\"id\":\"28520\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"28522\"},\"nonselection_glyph\":{\"id\":\"28521\"},\"view\":{\"id\":\"28524\"}},\"id\":\"28523\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"37793\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"35045\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28520\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"37794\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28522\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"jCfzB6yr3D9Sd/OfvCbYP7wb7CYoANY/TJ/D9Q+O0j8wcuoSpyHUPyKOHB3BotI/gFuKHV3U0z8HptIhiPLUPw6JwDyhzdk/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"28554\"},\"selection_policy\":{\"id\":\"28553\"}},\"id\":\"28519\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28521\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"28573\"}]},\"id\":\"28620\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"28553\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"28554\",\"type\":\"Selection\"},{\"attributes\":{\"axis\":{\"id\":\"27516\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"27519\",\"type\":\"Grid\"},{\"attributes\":{\"source\":{\"id\":\"35307\"}},\"id\":\"35312\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"35061\"},\"glyph\":{\"id\":\"35062\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"35064\"},\"nonselection_glyph\":{\"id\":\"35063\"},\"view\":{\"id\":\"35066\"}},\"id\":\"35065\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"35307\"},\"glyph\":{\"id\":\"35308\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"35310\"},\"nonselection_glyph\":{\"id\":\"35309\"},\"view\":{\"id\":\"35312\"}},\"id\":\"35311\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"37796\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"source\":{\"id\":\"35061\"}},\"id\":\"35066\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35308\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"37797\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35062\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35310\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"37799\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"n8sXszpG2T8TWy4mIxrYP+DpIGy/ONY/HnbbklnX1T/bKSRgmHHTP0i3tHKHTNI/oBluX61H1T/wvyaYDhPYP+KYy5GCINg/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"35340\"},\"selection_policy\":{\"id\":\"35339\"}},\"id\":\"35307\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"37800\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"35082\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35064\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"28626\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35309\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"dGKE3KBD4T9aW9K5117hP35WNII9D+I/5M833AbW4T+WklhU3R/dP8ppupeuCNs/bDdnfrIv2z+u7lEYL1rYPzb2n6a3iNk/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"35082\"},\"selection_policy\":{\"id\":\"35081\"}},\"id\":\"35061\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"35359\"}]},\"id\":\"35404\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"35339\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"35340\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"28569\"}},\"id\":\"28574\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"28705\",\"type\":\"BasicTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35063\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"35101\"}]},\"id\":\"35134\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"35081\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"28569\"},\"glyph\":{\"id\":\"28570\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"28572\"},\"nonselection_glyph\":{\"id\":\"28571\"},\"view\":{\"id\":\"28574\"}},\"id\":\"28573\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"overlay\":{\"id\":\"28714\"}},\"id\":\"28710\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28570\",\"type\":\"Line\"},{\"attributes\":{\"child\":{\"id\":\"28689\"},\"title\":\"Doukkala - abda\"},\"id\":\"28690\",\"type\":\"Panel\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28572\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"Qi0aYXXw1D88nQAHEvrYP2R5GzvxTdU/2KrVhyfc1D/YtqnY+bTWP5A+gAkfHNc/joKxdobh1j+OG/OacRjaP+xryrPeoto/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"28606\"},\"selection_policy\":{\"id\":\"28605\"}},\"id\":\"28569\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"28711\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"28708\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"28709\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"children\":[{\"id\":\"29217\"},{\"id\":\"28691\"},{\"id\":\"29250\"}]},\"id\":\"29283\",\"type\":\"Column\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28571\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"28628\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"28605\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"37808\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"28606\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"37809\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"37811\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"source\":{\"id\":\"35355\"}},\"id\":\"35360\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"35097\"},\"glyph\":{\"id\":\"35098\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"35100\"},\"nonselection_glyph\":{\"id\":\"35099\"},\"view\":{\"id\":\"35102\"}},\"id\":\"35101\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"37812\",\"type\":\"AllLabels\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"35355\"},\"glyph\":{\"id\":\"35356\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"35358\"},\"nonselection_glyph\":{\"id\":\"35357\"},\"view\":{\"id\":\"35360\"}},\"id\":\"35359\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"35097\"}},\"id\":\"35102\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35098\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35356\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34583\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35358\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"BHh96OQG3D/dlxawQdnZP+4urKbXotY/gHiDgQdM1j/41JTEZdHSPyD7EKuhSdU/I+y5x8d61z/r0XT9Kl/aP9QLKBLE9ds/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"35390\"},\"selection_policy\":{\"id\":\"35389\"}},\"id\":\"35355\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"35120\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"29512\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35100\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"28661\",\"type\":\"DataRange1d\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"LsCJjNSE2z/MCMvxrSfaP1Z7hFB35to/qCl4tVBQ2D9yYl9tEvXUPw1Q4bDCDdQ/0DHkx6gs1D/KKgfuUeLTP6XtuZgjKdM/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"35120\"},\"selection_policy\":{\"id\":\"35119\"}},\"id\":\"35097\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"28630\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35357\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"35409\"}]},\"id\":\"35456\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"28621\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"35389\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"35390\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37634\"},\"group\":null,\"major_label_policy\":{\"id\":\"37635\"},\"ticker\":{\"id\":\"28639\"}},\"id\":\"28638\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35099\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"27508\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"28659\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"35119\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37637\"},\"group\":null,\"major_label_policy\":{\"id\":\"37638\"},\"ticker\":{\"id\":\"28635\"}},\"id\":\"28634\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"28647\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"37814\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"below\":[{\"id\":\"28634\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"28637\"},{\"id\":\"28641\"}],\"height\":40,\"left\":[{\"id\":\"28638\"}],\"outline_line_width\":0,\"title\":{\"id\":\"28624\"},\"toolbar\":{\"id\":\"28649\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"28626\"},\"x_scale\":{\"id\":\"28630\"},\"y_range\":{\"id\":\"28628\"},\"y_scale\":{\"id\":\"28632\"}},\"id\":\"28623\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"27520\",\"type\":\"PanTool\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"28624\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"37815\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"28635\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"28632\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis\":{\"id\":\"28634\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"28637\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"37817\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"axis\":{\"id\":\"28638\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"28641\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"28102\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"28639\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"37818\",\"type\":\"AllLabels\"},{\"attributes\":{\"below\":[{\"id\":\"28667\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"28670\"},{\"id\":\"28674\"}],\"height\":40,\"left\":[{\"id\":\"28671\"}],\"outline_line_width\":0,\"title\":{\"id\":\"28657\"},\"toolbar\":{\"id\":\"28682\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"28659\"},\"x_scale\":{\"id\":\"28663\"},\"y_range\":{\"id\":\"28661\"},\"y_scale\":{\"id\":\"28665\"}},\"id\":\"28656\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"28643\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"28642\",\"type\":\"PanTool\"},{\"attributes\":{\"overlay\":{\"id\":\"28648\"}},\"id\":\"28644\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"28645\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"28646\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"35462\",\"type\":\"DataRange1d\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"28648\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37649\"},\"group\":null,\"major_label_policy\":{\"id\":\"37650\"},\"ticker\":{\"id\":\"28668\"}},\"id\":\"28667\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"28663\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis\":{\"id\":\"28667\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"28670\",\"type\":\"Grid\"},{\"attributes\":{\"source\":{\"id\":\"35405\"}},\"id\":\"35410\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"35541\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"28104\",\"type\":\"LinearScale\"},{\"attributes\":{\"source\":{\"id\":\"35135\"}},\"id\":\"35140\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"35405\"},\"glyph\":{\"id\":\"35406\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"35408\"},\"nonselection_glyph\":{\"id\":\"35407\"},\"view\":{\"id\":\"35410\"}},\"id\":\"35409\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"35544\",\"type\":\"PanTool\"},{\"attributes\":{\"axis\":{\"id\":\"28671\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"28674\",\"type\":\"Grid\"},{\"attributes\":{\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35406\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"35139\"}]},\"id\":\"35174\",\"type\":\"LegendItem\"},{\"attributes\":{\"child\":{\"id\":\"35525\"},\"title\":\"Tanger - t\\u00e9touan\"},\"id\":\"35526\",\"type\":\"Panel\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"35135\"},\"glyph\":{\"id\":\"35136\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"35138\"},\"nonselection_glyph\":{\"id\":\"35137\"},\"view\":{\"id\":\"35140\"}},\"id\":\"35139\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"28672\",\"type\":\"BasicTicker\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35408\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35136\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"28676\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"8pFDzQzo2z9pDt6YpynbPz0/lu1L5do/yNG1bchj1j/wq8F6HmjSPxj2C+fkS9I/+JiGrW2c0T+hK30IKLDOP4mKRSeytNA/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"35442\"},\"selection_policy\":{\"id\":\"35441\"}},\"id\":\"35405\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"28675\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"37826\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"overlay\":{\"id\":\"28681\"}},\"id\":\"28677\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35138\",\"type\":\"Line\"},{\"attributes\":{\"axis\":{\"id\":\"35540\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"35543\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"28678\",\"type\":\"SaveTool\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"35568\"},\"group\":null,\"major_label_policy\":{\"id\":\"35569\"},\"ticker\":{\"id\":\"35541\"}},\"id\":\"35540\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"28679\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"37827\",\"type\":\"AllLabels\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"a4UmW2JK1z+PBxSOdLrWP+jrZD4wiNU/Pc8CHGKd1D9fr7WtiGPPP11HwycGctE/zoPPGujg0D+glgGs+AfQP01N1A/QC9A/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"35160\"},\"selection_policy\":{\"id\":\"35159\"}},\"id\":\"35135\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"35545\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35407\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"35464\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"37829\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"35441\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"37830\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35137\",\"type\":\"Line\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"28681\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"35159\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"35442\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"28712\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"29288\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"35160\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"28732\"},\"group\":null,\"major_label_policy\":{\"id\":\"28733\"},\"ticker\":{\"id\":\"28705\"}},\"id\":\"28704\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"35497\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"35466\",\"type\":\"LinearScale\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"29334\"},{\"id\":\"29335\"},{\"id\":\"29336\"},{\"id\":\"29337\"},{\"id\":\"29338\"},{\"id\":\"29339\"},{\"id\":\"29340\"},{\"id\":\"29341\"},{\"id\":\"29342\"},{\"id\":\"29343\"},{\"id\":\"29344\"},{\"id\":\"29345\"}]},\"id\":\"29295\",\"type\":\"DatetimeTicker\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"35457\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"37832\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"28657\",\"type\":\"Title\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37850\"},\"group\":null,\"major_label_policy\":{\"id\":\"37851\"},\"ticker\":{\"id\":\"35475\"}},\"id\":\"35474\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"37833\",\"type\":\"AllLabels\"},{\"attributes\":{\"tools\":[{\"id\":\"28675\"},{\"id\":\"28676\"},{\"id\":\"28677\"},{\"id\":\"28678\"},{\"id\":\"28679\"},{\"id\":\"28680\"}]},\"id\":\"28682\",\"type\":\"Toolbar\"},{\"attributes\":{\"source\":{\"id\":\"35175\"}},\"id\":\"35180\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"35495\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"37835\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37853\"},\"group\":null,\"major_label_policy\":{\"id\":\"37854\"},\"ticker\":{\"id\":\"35471\"}},\"id\":\"35470\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"35483\",\"type\":\"HelpTool\"},{\"attributes\":{\"below\":[{\"id\":\"35470\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"35473\"},{\"id\":\"35477\"}],\"height\":40,\"left\":[{\"id\":\"35474\"}],\"outline_line_width\":0,\"title\":{\"id\":\"35460\"},\"toolbar\":{\"id\":\"35485\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"35462\"},\"x_scale\":{\"id\":\"35466\"},\"y_range\":{\"id\":\"35464\"},\"y_scale\":{\"id\":\"35468\"}},\"id\":\"35459\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"37836\",\"type\":\"AllLabels\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"35460\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"35471\",\"type\":\"BasicTicker\"},{\"attributes\":{\"label\":{\"value\":\"Manufacturing\"},\"renderers\":[{\"id\":\"35179\"}]},\"id\":\"35216\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"35468\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"35175\"},\"glyph\":{\"id\":\"35176\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"35178\"},\"nonselection_glyph\":{\"id\":\"35177\"},\"view\":{\"id\":\"35180\"}},\"id\":\"35179\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"below\":[{\"id\":\"27512\"}],\"center\":[{\"id\":\"27515\"},{\"id\":\"27519\"}],\"height\":400,\"left\":[{\"id\":\"27516\"}],\"renderers\":[{\"id\":\"27539\"},{\"id\":\"27569\"},{\"id\":\"27601\"},{\"id\":\"27635\"},{\"id\":\"27671\"},{\"id\":\"27709\"},{\"id\":\"27749\"},{\"id\":\"27791\"},{\"id\":\"27835\"},{\"id\":\"27881\"},{\"id\":\"27929\"},{\"id\":\"27979\"}],\"right\":[{\"id\":\"27534\"}],\"title\":{\"id\":\"28027\"},\"toolbar\":{\"id\":\"27527\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"27504\"},\"x_scale\":{\"id\":\"27508\"},\"y_range\":{\"id\":\"27506\"},\"y_scale\":{\"id\":\"27510\"}},\"id\":\"27503\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"axis\":{\"id\":\"35470\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"35473\",\"type\":\"Grid\"},{\"attributes\":{\"axis\":{\"id\":\"35474\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"35477\",\"type\":\"Grid\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35176\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"35475\",\"type\":\"BasicTicker\"},{\"attributes\":{\"below\":[{\"id\":\"35503\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"35506\"},{\"id\":\"35510\"}],\"height\":40,\"left\":[{\"id\":\"35507\"}],\"outline_line_width\":0,\"title\":{\"id\":\"35493\"},\"toolbar\":{\"id\":\"35518\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"35495\"},\"x_scale\":{\"id\":\"35499\"},\"y_range\":{\"id\":\"35497\"},\"y_scale\":{\"id\":\"35501\"}},\"id\":\"35492\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35178\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"35479\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"35478\",\"type\":\"PanTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"B6hzzXsI3T8Tbg0m/2PYP+QkkutV19c/7XUDaxkt1T9YYGv03FLVP694sOkkQdQ/SRSh0GQZ1j+n5BBjjXDYP80BbkQ/Ftw/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"35202\"},\"selection_policy\":{\"id\":\"35201\"}},\"id\":\"35175\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"axis\":{\"id\":\"29294\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"29297\",\"type\":\"Grid\"},{\"attributes\":{\"overlay\":{\"id\":\"35484\"}},\"id\":\"35480\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"27552\"},{\"id\":\"27553\"},{\"id\":\"27554\"},{\"id\":\"27555\"},{\"id\":\"27556\"},{\"id\":\"27557\"},{\"id\":\"27558\"},{\"id\":\"27559\"},{\"id\":\"27560\"},{\"id\":\"27561\"},{\"id\":\"27562\"},{\"id\":\"27563\"}]},\"id\":\"27513\",\"type\":\"DatetimeTicker\"},{\"attributes\":{},\"id\":\"35481\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"35482\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35177\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"35201\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"35484\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37865\"},\"group\":null,\"major_label_policy\":{\"id\":\"37866\"},\"ticker\":{\"id\":\"35504\"}},\"id\":\"35503\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"35202\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"35499\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37646\"},\"group\":null,\"major_label_policy\":{\"id\":\"37647\"},\"ticker\":{\"id\":\"28672\"}},\"id\":\"28671\",\"type\":\"LinearAxis\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"35493\",\"type\":\"Title\"},{\"attributes\":{\"tools\":[{\"id\":\"28642\"},{\"id\":\"28643\"},{\"id\":\"28644\"},{\"id\":\"28645\"},{\"id\":\"28646\"},{\"id\":\"28647\"}]},\"id\":\"28649\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"28680\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"35508\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"37844\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"28668\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"28665\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis\":{\"id\":\"35507\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"35510\",\"type\":\"Grid\"},{\"attributes\":{\"tools\":[{\"id\":\"35511\"},{\"id\":\"35512\"},{\"id\":\"35513\"},{\"id\":\"35514\"},{\"id\":\"35515\"},{\"id\":\"35516\"}]},\"id\":\"35518\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"37845\",\"type\":\"AllLabels\"},{\"attributes\":{\"tools\":[{\"id\":\"28708\"},{\"id\":\"28709\"},{\"id\":\"28710\"},{\"id\":\"28711\"},{\"id\":\"28712\"},{\"id\":\"28713\"}]},\"id\":\"28715\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"35512\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"37847\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"35511\",\"type\":\"PanTool\"},{\"attributes\":{\"axis\":{\"id\":\"35503\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"35506\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35562\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"35559\"},\"glyph\":{\"id\":\"35560\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"35562\"},\"nonselection_glyph\":{\"id\":\"35561\"},\"view\":{\"id\":\"35564\"}},\"id\":\"35563\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"37848\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"28713\",\"type\":\"HelpTool\"},{\"attributes\":{\"source\":{\"id\":\"35559\"}},\"id\":\"35564\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"35501\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"35504\",\"type\":\"BasicTicker\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35220\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35262\",\"type\":\"Line\"},{\"attributes\":{\"overlay\":{\"id\":\"27526\"}},\"id\":\"27522\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"35516\",\"type\":\"HelpTool\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"28714\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"27547\"},\"group\":null,\"major_label_policy\":{\"id\":\"27548\"},\"ticker\":{\"id\":\"27513\"}},\"id\":\"27512\",\"type\":\"DatetimeAxis\"},{\"attributes\":{\"overlay\":{\"id\":\"35517\"}},\"id\":\"35513\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"35514\",\"type\":\"SaveTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"35217\"},\"glyph\":{\"id\":\"35218\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"35220\"},\"nonselection_glyph\":{\"id\":\"35219\"},\"view\":{\"id\":\"35222\"}},\"id\":\"35221\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"axis\":{\"id\":\"28106\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"28109\",\"type\":\"Grid\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"35221\"}]},\"id\":\"35260\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"35217\"}},\"id\":\"35222\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"29920\"},\"group\":null,\"major_label_policy\":{\"id\":\"29921\"},\"ticker\":{\"id\":\"29893\"}},\"id\":\"29892\",\"type\":\"LinearAxis\"},{\"attributes\":{\"tools\":[{\"id\":\"35478\"},{\"id\":\"35479\"},{\"id\":\"35480\"},{\"id\":\"35481\"},{\"id\":\"35482\"},{\"id\":\"35483\"}]},\"id\":\"35485\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"27521\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"27506\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35218\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"27504\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"27517\",\"type\":\"BasicTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35219\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"35515\",\"type\":\"ResetTool\"},{\"attributes\":{\"axis\":{\"id\":\"28704\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"28707\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"37616\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"Bu9vxQDW6D9qWAGagWzoPx3EmKx6FOg/Kv1GrL/85z+Atd29Id3lP6ypRWu0GOQ/B2RUqSKs4z+nP8YJ+WXjP6yaZzDa9uM/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"35246\"},\"selection_policy\":{\"id\":\"35245\"}},\"id\":\"35217\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"overlay\":{\"id\":\"35550\"}},\"id\":\"35546\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"37617\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"37850\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37862\"},\"group\":null,\"major_label_policy\":{\"id\":\"37863\"},\"ticker\":{\"id\":\"35508\"}},\"id\":\"35507\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"31983\",\"type\":\"SaveTool\"},{\"attributes\":{\"source\":{\"id\":\"29113\"}},\"id\":\"29118\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"29113\"},\"glyph\":{\"id\":\"29114\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"29116\"},\"nonselection_glyph\":{\"id\":\"29115\"},\"view\":{\"id\":\"29118\"}},\"id\":\"29117\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"below\":[{\"id\":\"33754\"}],\"center\":[{\"id\":\"33757\"},{\"id\":\"33761\"}],\"height\":400,\"left\":[{\"id\":\"33758\"}],\"renderers\":[{\"id\":\"33781\"},{\"id\":\"33811\"},{\"id\":\"33843\"},{\"id\":\"33877\"},{\"id\":\"33913\"},{\"id\":\"33951\"},{\"id\":\"33991\"},{\"id\":\"34033\"},{\"id\":\"34077\"},{\"id\":\"34123\"},{\"id\":\"34171\"},{\"id\":\"34221\"}],\"right\":[{\"id\":\"33776\"}],\"title\":{\"id\":\"34269\"},\"toolbar\":{\"id\":\"33769\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"33746\"},\"x_scale\":{\"id\":\"33750\"},\"y_range\":{\"id\":\"33748\"},\"y_scale\":{\"id\":\"33752\"}},\"id\":\"33745\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"32601\"},\"group\":null,\"major_label_policy\":{\"id\":\"32602\"},\"ticker\":{\"id\":\"32567\"}},\"id\":\"32566\",\"type\":\"DatetimeAxis\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29116\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"29814\",\"type\":\"DataRange1d\"},{\"attributes\":{\"overlay\":{\"id\":\"31986\"}},\"id\":\"31982\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"33789\"},\"group\":null,\"major_label_policy\":{\"id\":\"33790\"},\"ticker\":{\"id\":\"33755\"}},\"id\":\"33754\",\"type\":\"DatetimeAxis\"},{\"attributes\":{},\"id\":\"29818\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis\":{\"id\":\"33754\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"33757\",\"type\":\"Grid\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"29809\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"31056\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"33195\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"29117\"}]},\"id\":\"29162\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37670\"},\"group\":null,\"major_label_policy\":{\"id\":\"37671\"},\"ticker\":{\"id\":\"29827\"}},\"id\":\"29826\",\"type\":\"LinearAxis\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"29167\"}]},\"id\":\"29214\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"31057\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"29847\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"33173\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"29147\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"29849\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"29148\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37673\"},\"group\":null,\"major_label_policy\":{\"id\":\"37674\"},\"ticker\":{\"id\":\"29823\"}},\"id\":\"29822\",\"type\":\"LinearAxis\"},{\"attributes\":{\"source\":{\"id\":\"31217\"}},\"id\":\"31222\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"29835\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"29816\",\"type\":\"DataRange1d\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"7WsjGX6W4j/TiZ744svhP8WtHXaFEeA/cMHGG6BW3D980F43eQnVP+SzMQW87NE/GM2JfKdg0D9FT1y8X/bQP79JRv0D3dM/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"33198\"},\"selection_policy\":{\"id\":\"33197\"}},\"id\":\"33183\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"31059\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"29812\",\"type\":\"Title\"},{\"attributes\":{\"source\":{\"id\":\"33947\"}},\"id\":\"33952\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"29823\",\"type\":\"BasicTicker\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"31221\"}]},\"id\":\"31256\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"29820\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"31217\"},\"glyph\":{\"id\":\"31218\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"31220\"},\"nonselection_glyph\":{\"id\":\"31219\"},\"view\":{\"id\":\"31222\"}},\"id\":\"31221\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"31060\",\"type\":\"AllLabels\"},{\"attributes\":{\"axis\":{\"id\":\"29822\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"29825\",\"type\":\"Grid\"},{\"attributes\":{\"axis\":{\"id\":\"29826\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"29829\",\"type\":\"Grid\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"33951\"}]},\"id\":\"33986\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"33947\"},\"glyph\":{\"id\":\"33948\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"33950\"},\"nonselection_glyph\":{\"id\":\"33949\"},\"view\":{\"id\":\"33952\"}},\"id\":\"33951\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"29827\",\"type\":\"BasicTicker\"},{\"attributes\":{\"below\":[{\"id\":\"29855\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"29858\"},{\"id\":\"29862\"}],\"height\":40,\"left\":[{\"id\":\"29859\"}],\"outline_line_width\":0,\"title\":{\"id\":\"29845\"},\"toolbar\":{\"id\":\"29870\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"29847\"},\"x_scale\":{\"id\":\"29851\"},\"y_range\":{\"id\":\"29849\"},\"y_scale\":{\"id\":\"29853\"}},\"id\":\"29844\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31220\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"34344\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"29831\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"31242\"},\"selection_policy\":{\"id\":\"31241\"}},\"id\":\"31217\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"29830\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"31386\",\"type\":\"PanTool\"},{\"attributes\":{\"children\":[{\"id\":\"33677\"},{\"id\":\"33151\"},{\"id\":\"33710\"}]},\"id\":\"33743\",\"type\":\"Column\"},{\"attributes\":{\"overlay\":{\"id\":\"29836\"}},\"id\":\"29832\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"29833\",\"type\":\"SaveTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33950\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"29834\",\"type\":\"ResetTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"24HILL8y4j+xAIVDd9nhPz5ck6IJqOI/Ib98HcJJ5D97BoDY1u3hPzued0v8pOE/k3ueVcZV4D+zGLYi61HgP3+KWXeI/N4/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"33972\"},\"selection_policy\":{\"id\":\"33971\"}},\"id\":\"33947\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"31061\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31219\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"31062\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"31241\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"29836\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"33172\",\"type\":\"ResetTool\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37685\"},\"group\":null,\"major_label_policy\":{\"id\":\"37686\"},\"ticker\":{\"id\":\"29856\"}},\"id\":\"29855\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33949\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"31242\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"29851\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"33971\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"29220\",\"type\":\"DataRange1d\"},{\"attributes\":{\"axis\":{\"id\":\"29855\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"29858\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"33196\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"33972\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"29163\"}},\"id\":\"29168\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"33183\"}},\"id\":\"33188\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"29299\",\"type\":\"BasicTicker\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33186\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33185\",\"type\":\"Line\"},{\"attributes\":{\"axis\":{\"id\":\"29859\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"29862\",\"type\":\"Grid\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"29163\"},\"glyph\":{\"id\":\"29164\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"29166\"},\"nonselection_glyph\":{\"id\":\"29165\"},\"view\":{\"id\":\"29168\"}},\"id\":\"29167\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"29860\",\"type\":\"BasicTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"33183\"},\"glyph\":{\"id\":\"33184\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"33186\"},\"nonselection_glyph\":{\"id\":\"33185\"},\"view\":{\"id\":\"33188\"}},\"id\":\"33187\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"overlay\":{\"id\":\"29308\"}},\"id\":\"29304\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29164\",\"type\":\"Line\"},{\"attributes\":{\"child\":{\"id\":\"29283\"},\"title\":\"F\\u00e8s - boulemane\"},\"id\":\"29284\",\"type\":\"Panel\"},{\"attributes\":{},\"id\":\"29864\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"29863\",\"type\":\"PanTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29166\",\"type\":\"Line\"},{\"attributes\":{\"overlay\":{\"id\":\"29869\"}},\"id\":\"29865\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"29866\",\"type\":\"SaveTool\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"31064\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"iIJ3xqy91T+BAigVLCDaP6K1gF9gW90/b9O+PLyI3T/EH2pk1OLcPy+4AkvJHdw/B7JohN2H2T/u1O1gombaP7area+OENg/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"29200\"},\"selection_policy\":{\"id\":\"29199\"}},\"id\":\"29163\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"29867\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"29305\",\"type\":\"SaveTool\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"31065\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"29302\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"29303\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"31071\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"children\":[{\"id\":\"29811\"},{\"id\":\"29285\"},{\"id\":\"29844\"}]},\"id\":\"29877\",\"type\":\"Column\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"31069\",\"type\":\"DaysTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29165\",\"type\":\"Line\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"29869\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"31075\",\"type\":\"YearsTicker\"},{\"attributes\":{},\"id\":\"29222\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33184\",\"type\":\"Line\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"31066\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"33746\",\"type\":\"DataRange1d\"},{\"attributes\":{\"source\":{\"id\":\"31257\"}},\"id\":\"31262\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"29199\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"below\":[{\"id\":\"30482\"}],\"center\":[{\"id\":\"30485\"},{\"id\":\"30489\"}],\"height\":400,\"left\":[{\"id\":\"30486\"}],\"renderers\":[{\"id\":\"30509\"},{\"id\":\"30539\"},{\"id\":\"30571\"},{\"id\":\"30605\"},{\"id\":\"30641\"},{\"id\":\"30679\"},{\"id\":\"30719\"},{\"id\":\"30761\"},{\"id\":\"30805\"},{\"id\":\"30851\"},{\"id\":\"30899\"}],\"right\":[{\"id\":\"30504\"}],\"title\":{\"id\":\"30945\"},\"toolbar\":{\"id\":\"30497\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"30474\"},\"x_scale\":{\"id\":\"30478\"},\"y_range\":{\"id\":\"30476\"},\"y_scale\":{\"id\":\"30480\"}},\"id\":\"30473\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"31067\",\"type\":\"DaysTicker\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"31068\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"29200\",\"type\":\"Selection\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"31070\",\"type\":\"DaysTicker\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"33187\"}]},\"id\":\"33212\",\"type\":\"LegendItem\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"31074\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"29921\",\"type\":\"AllLabels\"},{\"attributes\":{\"source\":{\"id\":\"33987\"}},\"id\":\"33992\",\"type\":\"CDSView\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"31072\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"axis\":{\"id\":\"31382\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"31385\",\"type\":\"Grid\"},{\"attributes\":{\"tools\":[{\"id\":\"29863\"},{\"id\":\"29864\"},{\"id\":\"29865\"},{\"id\":\"29866\"},{\"id\":\"29867\"},{\"id\":\"29868\"}]},\"id\":\"29870\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"31337\",\"type\":\"DataRange1d\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"31073\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"31261\"}]},\"id\":\"31298\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"31257\"},\"glyph\":{\"id\":\"31258\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"31260\"},\"nonselection_glyph\":{\"id\":\"31259\"},\"view\":{\"id\":\"31262\"}},\"id\":\"31261\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"31383\",\"type\":\"BasicTicker\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31258\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Manufacturing\"},\"renderers\":[{\"id\":\"33991\"}]},\"id\":\"34028\",\"type\":\"LegendItem\"},{\"attributes\":{\"child\":{\"id\":\"31367\"},\"title\":\"La\\u00e2youne - boujdour - sakia el h\"},\"id\":\"31368\",\"type\":\"Panel\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"33987\"},\"glyph\":{\"id\":\"33988\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"33990\"},\"nonselection_glyph\":{\"id\":\"33989\"},\"view\":{\"id\":\"33992\"}},\"id\":\"33991\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31260\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33988\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"4Nd/w5+a3z/g13/Dn5rfP/+mL5TD6OI//6YvlMPo4j9Tbvm4W/niP1Vu+bhb+eI/VW75uFv54j9XKwzG4v7lP1crDMbi/uU/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"31284\"},\"selection_policy\":{\"id\":\"31283\"}},\"id\":\"31257\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"overlay\":{\"id\":\"31392\"}},\"id\":\"31388\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33990\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"31387\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"81y7EwgQ4T+xfF5+HanfPzFYPowk4t4/oOU50Pdd3j+0KBs3tuTeP8tSb/Wqqdw//XE7s2tT3D+9Z2+0vCzcP6H6Fj1+3d0/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"34014\"},\"selection_policy\":{\"id\":\"34013\"}},\"id\":\"33987\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"33193\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31259\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"31283\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"31304\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"29255\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33989\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"31284\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"29845\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"34013\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"29224\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"31020\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"29215\",\"type\":\"Title\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"29902\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"34014\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"33192\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"29901\",\"type\":\"HelpTool\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37652\"},\"group\":null,\"major_label_policy\":{\"id\":\"37653\"},\"ticker\":{\"id\":\"29233\"}},\"id\":\"29232\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"29253\",\"type\":\"DataRange1d\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37655\"},\"group\":null,\"major_label_policy\":{\"id\":\"37656\"},\"ticker\":{\"id\":\"29229\"}},\"id\":\"29228\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"29241\",\"type\":\"HelpTool\"},{\"attributes\":{\"below\":[{\"id\":\"29228\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"29231\"},{\"id\":\"29235\"}],\"height\":40,\"left\":[{\"id\":\"29232\"}],\"outline_line_width\":0,\"title\":{\"id\":\"29218\"},\"toolbar\":{\"id\":\"29243\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"29220\"},\"x_scale\":{\"id\":\"29224\"},\"y_range\":{\"id\":\"29222\"},\"y_scale\":{\"id\":\"29226\"}},\"id\":\"29217\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"33197\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"29218\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"29229\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"29226\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"33198\",\"type\":\"Selection\"},{\"attributes\":{\"axis\":{\"id\":\"29228\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"29231\",\"type\":\"Grid\"},{\"attributes\":{\"axis\":{\"id\":\"29232\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"29235\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"29233\",\"type\":\"BasicTicker\"},{\"attributes\":{\"below\":[{\"id\":\"29261\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"29264\"},{\"id\":\"29268\"}],\"height\":40,\"left\":[{\"id\":\"29265\"}],\"outline_line_width\":0,\"title\":{\"id\":\"29251\"},\"toolbar\":{\"id\":\"29276\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"29253\"},\"x_scale\":{\"id\":\"29257\"},\"y_range\":{\"id\":\"29255\"},\"y_scale\":{\"id\":\"29259\"}},\"id\":\"29250\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"axis\":{\"id\":\"30482\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"30485\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"29237\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"31299\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"29236\",\"type\":\"PanTool\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"30522\"},{\"id\":\"30523\"},{\"id\":\"30524\"},{\"id\":\"30525\"},{\"id\":\"30526\"},{\"id\":\"30527\"},{\"id\":\"30528\"},{\"id\":\"30529\"},{\"id\":\"30530\"},{\"id\":\"30531\"},{\"id\":\"30532\"},{\"id\":\"30533\"}]},\"id\":\"30483\",\"type\":\"DatetimeTicker\"},{\"attributes\":{\"overlay\":{\"id\":\"29242\"}},\"id\":\"29238\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"31308\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"29239\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"29240\",\"type\":\"ResetTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"66HeiF184j9cvrR+7pXhP70AND4UmN8/VtA0mwBS2z+wEuS1mJ7UP0OQTZwD5NE///4rjN4I0T+MXpJP7kvSP2DFOa0RTNU/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"29926\"},\"selection_policy\":{\"id\":\"29925\"}},\"id\":\"29911\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37724\"},\"group\":null,\"major_label_policy\":{\"id\":\"37725\"},\"ticker\":{\"id\":\"31317\"}},\"id\":\"31316\",\"type\":\"LinearAxis\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37727\"},\"group\":null,\"major_label_policy\":{\"id\":\"37728\"},\"ticker\":{\"id\":\"31313\"}},\"id\":\"31312\",\"type\":\"LinearAxis\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37682\"},\"group\":null,\"major_label_policy\":{\"id\":\"37683\"},\"ticker\":{\"id\":\"29860\"}},\"id\":\"29859\",\"type\":\"LinearAxis\"},{\"attributes\":{\"source\":{\"id\":\"34029\"}},\"id\":\"34034\",\"type\":\"CDSView\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"29242\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"31339\",\"type\":\"DataRange1d\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37667\"},\"group\":null,\"major_label_policy\":{\"id\":\"37668\"},\"ticker\":{\"id\":\"29262\"}},\"id\":\"29261\",\"type\":\"LinearAxis\"},{\"attributes\":{\"tools\":[{\"id\":\"29830\"},{\"id\":\"29831\"},{\"id\":\"29832\"},{\"id\":\"29833\"},{\"id\":\"29834\"},{\"id\":\"29835\"}]},\"id\":\"29837\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"29257\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"31306\",\"type\":\"DataRange1d\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"32606\"},{\"id\":\"32607\"},{\"id\":\"32608\"},{\"id\":\"32609\"},{\"id\":\"32610\"},{\"id\":\"32611\"},{\"id\":\"32612\"},{\"id\":\"32613\"},{\"id\":\"32614\"},{\"id\":\"32615\"},{\"id\":\"32616\"},{\"id\":\"32617\"}]},\"id\":\"32567\",\"type\":\"DatetimeTicker\"},{\"attributes\":{\"axis\":{\"id\":\"29261\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"29264\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"31325\",\"type\":\"HelpTool\"},{\"attributes\":{\"below\":[{\"id\":\"31312\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"31315\"},{\"id\":\"31319\"}],\"height\":40,\"left\":[{\"id\":\"31316\"}],\"outline_line_width\":0,\"title\":{\"id\":\"31302\"},\"toolbar\":{\"id\":\"31327\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"31304\"},\"x_scale\":{\"id\":\"31308\"},\"y_range\":{\"id\":\"31306\"},\"y_scale\":{\"id\":\"31310\"}},\"id\":\"31301\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"31984\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"29868\",\"type\":\"HelpTool\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"31302\",\"type\":\"Title\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"31413\"},\"group\":null,\"major_label_policy\":{\"id\":\"31414\"},\"ticker\":{\"id\":\"31379\"}},\"id\":\"31378\",\"type\":\"DatetimeAxis\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"34033\"}]},\"id\":\"34072\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"31376\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"31313\",\"type\":\"BasicTicker\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"33200\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"31310\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"34029\"},\"glyph\":{\"id\":\"34030\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"34032\"},\"nonselection_glyph\":{\"id\":\"34031\"},\"view\":{\"id\":\"34034\"}},\"id\":\"34033\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"29856\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"29853\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis\":{\"id\":\"31312\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"31315\",\"type\":\"Grid\"},{\"attributes\":{\"source\":{\"id\":\"31077\"}},\"id\":\"31082\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"29911\"},\"glyph\":{\"id\":\"29912\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"29914\"},\"nonselection_glyph\":{\"id\":\"29913\"},\"view\":{\"id\":\"29916\"}},\"id\":\"29915\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"31081\"}]},\"id\":\"31108\",\"type\":\"LegendItem\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"33201\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"axis\":{\"id\":\"31316\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"31319\",\"type\":\"Grid\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34030\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"31317\",\"type\":\"BasicTicker\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"33207\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"below\":[{\"id\":\"31345\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"31348\"},{\"id\":\"31352\"}],\"height\":40,\"left\":[{\"id\":\"31349\"}],\"outline_line_width\":0,\"title\":{\"id\":\"31335\"},\"toolbar\":{\"id\":\"31360\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"31337\"},\"x_scale\":{\"id\":\"31341\"},\"y_range\":{\"id\":\"31339\"},\"y_scale\":{\"id\":\"31343\"}},\"id\":\"31334\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"axis\":{\"id\":\"29265\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"29268\",\"type\":\"Grid\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"31077\"},\"glyph\":{\"id\":\"31078\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"31080\"},\"nonselection_glyph\":{\"id\":\"31079\"},\"view\":{\"id\":\"31082\"}},\"id\":\"31081\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"29266\",\"type\":\"BasicTicker\"},{\"attributes\":{\"source\":{\"id\":\"29911\"}},\"id\":\"29916\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30803\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"31321\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34032\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"31094\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"31320\",\"type\":\"PanTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"scOq9FDq5D9G5KR+wVrkP3K7Mu6e2+M/SfpgYhsG5D/iT+AMP8HhP2ott82k3N4/1Q3qrzmY3j++EJ0pK5jeP060MAbmbt4/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"34058\"},\"selection_policy\":{\"id\":\"34057\"}},\"id\":\"34029\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"overlay\":{\"id\":\"31326\"}},\"id\":\"31322\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"33202\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"33203\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"29270\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"31323\",\"type\":\"SaveTool\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31078\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"29269\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"31324\",\"type\":\"ResetTool\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"33204\",\"type\":\"DaysTicker\"},{\"attributes\":{\"overlay\":{\"id\":\"29275\"}},\"id\":\"29271\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"33206\",\"type\":\"DaysTicker\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"33208\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"29272\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"29920\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31080\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"29273\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34031\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"31094\"},\"selection_policy\":{\"id\":\"31093\"}},\"id\":\"31077\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"34077\"}]},\"id\":\"34118\",\"type\":\"LegendItem\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"33209\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"29899\",\"type\":\"SaveTool\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"31326\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"34057\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37739\"},\"group\":null,\"major_label_policy\":{\"id\":\"37740\"},\"ticker\":{\"id\":\"31346\"}},\"id\":\"31345\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"34058\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"31341\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis\":{\"id\":\"31345\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"31348\",\"type\":\"Grid\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"29275\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31079\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"29306\",\"type\":\"ResetTool\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"31113\"}]},\"id\":\"31142\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"29923\"},\"group\":null,\"major_label_policy\":{\"id\":\"29924\"},\"ticker\":{\"id\":\"29889\"}},\"id\":\"29888\",\"type\":\"DatetimeAxis\"},{\"attributes\":{\"axis\":{\"id\":\"29888\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"29891\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"31093\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"29327\",\"type\":\"AllLabels\"},{\"attributes\":{\"axis\":{\"id\":\"31349\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"31352\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"31350\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"31390\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30802\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"31354\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"31353\",\"type\":\"PanTool\"},{\"attributes\":{\"overlay\":{\"id\":\"31359\"}},\"id\":\"31355\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"29896\",\"type\":\"PanTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29914\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"31356\",\"type\":\"SaveTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29913\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"31357\",\"type\":\"ResetTool\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"29915\"}]},\"id\":\"29940\",\"type\":\"LegendItem\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"31359\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"children\":[{\"id\":\"30405\"},{\"id\":\"29879\"},{\"id\":\"30438\"}]},\"id\":\"30471\",\"type\":\"Column\"},{\"attributes\":{},\"id\":\"29900\",\"type\":\"ResetTool\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"29251\",\"type\":\"Title\"},{\"attributes\":{\"source\":{\"id\":\"34073\"}},\"id\":\"34078\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"30478\",\"type\":\"LinearScale\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"30534\"},{\"id\":\"30566\"},{\"id\":\"30600\"},{\"id\":\"30636\"},{\"id\":\"30674\"},{\"id\":\"30714\"},{\"id\":\"30756\"},{\"id\":\"30800\"},{\"id\":\"30846\"},{\"id\":\"30894\"},{\"id\":\"30944\"}]},\"id\":\"30504\",\"type\":\"Legend\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"31109\"},\"glyph\":{\"id\":\"31110\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"31112\"},\"nonselection_glyph\":{\"id\":\"31111\"},\"view\":{\"id\":\"31114\"}},\"id\":\"31113\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"31422\",\"type\":\"DaysTicker\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"31420\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"34073\"},\"glyph\":{\"id\":\"34074\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"34076\"},\"nonselection_glyph\":{\"id\":\"34075\"},\"view\":{\"id\":\"34078\"}},\"id\":\"34077\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"31109\"}},\"id\":\"31114\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"32564\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31110\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34074\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34076\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"31970\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"31966\",\"type\":\"DataRange1d\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"LQcYzXhz5T/5HYpRI3fmPxeARKcAoec/lkXVZIbD5z/l9VRrmTHmP/nHzC6PzuM/TwbM2J4B4j/cH8HYTOPgP9NEtRzLBeA/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"34104\"},\"selection_policy\":{\"id\":\"34103\"}},\"id\":\"34073\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"31128\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31112\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"31389\",\"type\":\"SaveTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"31128\"},\"selection_policy\":{\"id\":\"31127\"}},\"id\":\"31109\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34075\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"33752\",\"type\":\"LinearScale\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"34123\"}]},\"id\":\"34166\",\"type\":\"LegendItem\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"33806\"},{\"id\":\"33838\"},{\"id\":\"33872\"},{\"id\":\"33908\"},{\"id\":\"33946\"},{\"id\":\"33986\"},{\"id\":\"34028\"},{\"id\":\"34072\"},{\"id\":\"34118\"},{\"id\":\"34166\"},{\"id\":\"34216\"},{\"id\":\"34268\"}]},\"id\":\"33776\",\"type\":\"Legend\"},{\"attributes\":{},\"id\":\"34103\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"31392\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"33794\"},{\"id\":\"33795\"},{\"id\":\"33796\"},{\"id\":\"33797\"},{\"id\":\"33798\"},{\"id\":\"33799\"},{\"id\":\"33800\"},{\"id\":\"33801\"},{\"id\":\"33802\"},{\"id\":\"33803\"},{\"id\":\"33804\"},{\"id\":\"33805\"}]},\"id\":\"33755\",\"type\":\"DatetimeTicker\"},{\"attributes\":{},\"id\":\"34104\",\"type\":\"Selection\"},{\"attributes\":{\"axis\":{\"id\":\"29892\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"29895\",\"type\":\"Grid\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"31335\",\"type\":\"Title\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31111\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"34342\",\"type\":\"DataRange1d\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"31147\"}]},\"id\":\"31178\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"v+JE/HYY4j/Gs7p734ngPyzWecWxx94/EsCmwm/u3z/mXW/bjRfaP7bovWrAd9c/qAJvV+2y1T/BndqjknHYP0axzRcxo9g/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"29332\"},\"selection_policy\":{\"id\":\"29331\"}},\"id\":\"29317\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"33213\"}},\"id\":\"33218\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"33217\"}]},\"id\":\"33244\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"31127\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37664\"},\"group\":null,\"major_label_policy\":{\"id\":\"37665\"},\"ticker\":{\"id\":\"29266\"}},\"id\":\"29265\",\"type\":\"LinearAxis\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"33213\"},\"glyph\":{\"id\":\"33214\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"33216\"},\"nonselection_glyph\":{\"id\":\"33215\"},\"view\":{\"id\":\"33218\"}},\"id\":\"33217\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"tools\":[{\"id\":\"29236\"},{\"id\":\"29237\"},{\"id\":\"29238\"},{\"id\":\"29239\"},{\"id\":\"29240\"},{\"id\":\"29241\"}]},\"id\":\"29243\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"33230\",\"type\":\"Selection\"},{\"attributes\":{\"tools\":[{\"id\":\"29896\"},{\"id\":\"29897\"},{\"id\":\"29898\"},{\"id\":\"29899\"},{\"id\":\"29900\"},{\"id\":\"29901\"}]},\"id\":\"29903\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33214\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"29274\",\"type\":\"HelpTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33216\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"29262\",\"type\":\"BasicTicker\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29912\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"29259\",\"type\":\"LinearScale\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"sEoN8ox04z+dZYUleu3jP4hY2Rp+8+I/emqj9/Rj4j8zGvOoL5/gPzR+HAkZg+A/5btuvpBF4D891KLb93rgP0rJLO+k2+A/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"33230\"},\"selection_policy\":{\"id\":\"33229\"}},\"id\":\"33213\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"29317\"},\"glyph\":{\"id\":\"29318\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"29320\"},\"nonselection_glyph\":{\"id\":\"29319\"},\"view\":{\"id\":\"29322\"}},\"id\":\"29321\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31402\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"29893\",\"type\":\"BasicTicker\"},{\"attributes\":{\"source\":{\"id\":\"29317\"}},\"id\":\"29322\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"29923\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33215\",\"type\":\"Line\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"29308\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"33249\"}]},\"id\":\"33278\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"29924\",\"type\":\"AllLabels\"},{\"attributes\":{\"tools\":[{\"id\":\"29269\"},{\"id\":\"29270\"},{\"id\":\"29271\"},{\"id\":\"29272\"},{\"id\":\"29273\"},{\"id\":\"29274\"}]},\"id\":\"29276\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"33229\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"29326\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"31143\"},\"glyph\":{\"id\":\"31144\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"31146\"},\"nonselection_glyph\":{\"id\":\"31145\"},\"view\":{\"id\":\"31148\"}},\"id\":\"31147\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"31401\"}},\"id\":\"31406\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"29307\",\"type\":\"HelpTool\"},{\"attributes\":{\"source\":{\"id\":\"34119\"}},\"id\":\"34124\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37736\"},\"group\":null,\"major_label_policy\":{\"id\":\"37737\"},\"ticker\":{\"id\":\"31350\"}},\"id\":\"31349\",\"type\":\"LinearAxis\"},{\"attributes\":{\"tools\":[{\"id\":\"31320\"},{\"id\":\"31321\"},{\"id\":\"31322\"},{\"id\":\"31323\"},{\"id\":\"31324\"},{\"id\":\"31325\"}]},\"id\":\"31327\",\"type\":\"Toolbar\"},{\"attributes\":{\"source\":{\"id\":\"31143\"}},\"id\":\"31148\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"29925\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"34119\"},\"glyph\":{\"id\":\"34120\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"34122\"},\"nonselection_glyph\":{\"id\":\"34121\"},\"view\":{\"id\":\"34124\"}},\"id\":\"34123\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31144\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"31358\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"29926\",\"type\":\"Selection\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34120\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"31346\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"31343\",\"type\":\"LinearScale\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"xCdUaU+45D/D/k17hyzjP6obacQyGOM/VFPLqWxM4T+4te+AoYjdP5PqB6A5eNo/EuqjuLtq2T8CPGJIzBnZP3sNg8UjCtw/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"31416\"},\"selection_policy\":{\"id\":\"31415\"}},\"id\":\"31401\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34122\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"31164\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"CZ0eARal2z8D+pF71rHaP5u0vGStk9k/z31p2KR32T/SvUHh1nzYP33xfcsBSNY/TiDyBhRb1z+jlQHVf13WP5hMV2SJEtc/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"34152\"},\"selection_policy\":{\"id\":\"34151\"}},\"id\":\"34119\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31146\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"tlktDDbc1T+2WS0MNtzVP7ZZLQw23NU/tlktDDbc1T+2WS0MNtzVP/NLVRuly9s/80tVG6XL2z/zS1UbpcvbP/NLVRuly9s/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"31164\"},\"selection_policy\":{\"id\":\"31163\"}},\"id\":\"31143\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"children\":[{\"id\":\"31895\"},{\"id\":\"31369\"},{\"id\":\"31928\"}]},\"id\":\"31961\",\"type\":\"Column\"},{\"attributes\":{\"axis\":{\"id\":\"29298\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"29301\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34121\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"34171\"}]},\"id\":\"34216\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"33245\"},\"glyph\":{\"id\":\"33246\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"33248\"},\"nonselection_glyph\":{\"id\":\"33247\"},\"view\":{\"id\":\"33250\"}},\"id\":\"33249\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"34151\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29320\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31145\",\"type\":\"Line\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"32012\"},{\"id\":\"32013\"},{\"id\":\"32014\"},{\"id\":\"32015\"},{\"id\":\"32016\"},{\"id\":\"32017\"},{\"id\":\"32018\"},{\"id\":\"32019\"},{\"id\":\"32020\"},{\"id\":\"32021\"},{\"id\":\"32022\"},{\"id\":\"32023\"}]},\"id\":\"31973\",\"type\":\"DatetimeTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29319\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"31183\"}]},\"id\":\"31216\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"34152\",\"type\":\"Selection\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"29321\"}]},\"id\":\"29346\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"31163\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"33245\"}},\"id\":\"33250\",\"type\":\"CDSView\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"29928\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"31968\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"32007\"},\"group\":null,\"major_label_policy\":{\"id\":\"32008\"},\"ticker\":{\"id\":\"31973\"}},\"id\":\"31972\",\"type\":\"DatetimeAxis\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33246\",\"type\":\"Line\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"29929\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"29935\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"29933\",\"type\":\"DaysTicker\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"29326\"},\"group\":null,\"major_label_policy\":{\"id\":\"29327\"},\"ticker\":{\"id\":\"29299\"}},\"id\":\"29298\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"29939\",\"type\":\"YearsTicker\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"29930\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"33264\",\"type\":\"Selection\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"29931\",\"type\":\"DaysTicker\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"29932\",\"type\":\"DaysTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"31401\"},\"glyph\":{\"id\":\"31402\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"31404\"},\"nonselection_glyph\":{\"id\":\"31403\"},\"view\":{\"id\":\"31406\"}},\"id\":\"31405\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33248\",\"type\":\"Line\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"29934\",\"type\":\"DaysTicker\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"29938\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"666YacSD3D+gRJjw39PbP6gV+hYcG9o/iwSWBYv62T8FmdnuaxDaP9gtTE42jtk/CYgIrwgX2D9L6JqHLVXZPys2aYxVhtk/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"33264\"},\"selection_policy\":{\"id\":\"33263\"}},\"id\":\"33245\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"29936\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"29928\"},{\"id\":\"29929\"},{\"id\":\"29930\"},{\"id\":\"29931\"},{\"id\":\"29932\"},{\"id\":\"29933\"},{\"id\":\"29934\"},{\"id\":\"29935\"},{\"id\":\"29936\"},{\"id\":\"29937\"},{\"id\":\"29938\"},{\"id\":\"29939\"}]},\"id\":\"29889\",\"type\":\"DatetimeTicker\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"29937\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33247\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"31405\"}]},\"id\":\"31430\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"x+u4w7PX5T/Ce2cDlCfmPw4wcA5k7uU/zhR2p6rf5D9z9F5bW9XiP8zEgVKzJuI/YvS92pwL4T9oOlhYpwvhP2QPCFvGiuE/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"33300\"},\"selection_policy\":{\"id\":\"33299\"}},\"id\":\"33279\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"33263\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31404\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31403\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"31179\"},\"glyph\":{\"id\":\"31180\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"31182\"},\"nonselection_glyph\":{\"id\":\"31181\"},\"view\":{\"id\":\"31184\"}},\"id\":\"31183\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"34167\"}},\"id\":\"34172\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"31179\"}},\"id\":\"31184\",\"type\":\"CDSView\"},{\"attributes\":{\"tools\":[{\"id\":\"31353\"},{\"id\":\"31354\"},{\"id\":\"31355\"},{\"id\":\"31356\"},{\"id\":\"31357\"},{\"id\":\"31358\"}]},\"id\":\"31360\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31180\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"34167\"},\"glyph\":{\"id\":\"34168\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"34170\"},\"nonselection_glyph\":{\"id\":\"34169\"},\"view\":{\"id\":\"34172\"}},\"id\":\"34171\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"31391\",\"type\":\"HelpTool\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"31410\"},\"group\":null,\"major_label_policy\":{\"id\":\"31411\"},\"ticker\":{\"id\":\"31383\"}},\"id\":\"31382\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34168\",\"type\":\"Line\"},{\"attributes\":{\"below\":[{\"id\":\"31972\"}],\"center\":[{\"id\":\"31975\"},{\"id\":\"31979\"}],\"height\":400,\"left\":[{\"id\":\"31976\"}],\"renderers\":[{\"id\":\"31999\"},{\"id\":\"32029\"},{\"id\":\"32061\"},{\"id\":\"32095\"},{\"id\":\"32131\"},{\"id\":\"32169\"},{\"id\":\"32209\"},{\"id\":\"32251\"},{\"id\":\"32295\"},{\"id\":\"32341\"},{\"id\":\"32389\"},{\"id\":\"32439\"}],\"right\":[{\"id\":\"31994\"}],\"title\":{\"id\":\"32487\"},\"toolbar\":{\"id\":\"31987\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"31964\"},\"x_scale\":{\"id\":\"31968\"},\"y_range\":{\"id\":\"31966\"},\"y_scale\":{\"id\":\"31970\"}},\"id\":\"31963\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"31202\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"31964\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34170\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31182\",\"type\":\"Line\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"31419\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"cJhxG76P3D/KvTuobzXbPxdsfz15ndo/oc8TUjL+1z+HO4iwoCnXP3j912XQqdU/d3HwRI5+1T/ZymX3MWPVP4pZDNCQd9Y/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"34202\"},\"selection_policy\":{\"id\":\"34201\"}},\"id\":\"34167\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"31202\"},\"selection_policy\":{\"id\":\"31201\"}},\"id\":\"31179\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"tools\":[{\"id\":\"29302\"},{\"id\":\"29303\"},{\"id\":\"29304\"},{\"id\":\"29305\"},{\"id\":\"29306\"},{\"id\":\"29307\"}]},\"id\":\"29309\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29318\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33281\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34169\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31181\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34218\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"31218\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"34201\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"31201\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"34202\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"33279\"},\"glyph\":{\"id\":\"33280\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"33282\"},\"nonselection_glyph\":{\"id\":\"33281\"},\"view\":{\"id\":\"33284\"}},\"id\":\"33283\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"31421\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"29329\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{\"axis\":{\"id\":\"31972\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"31975\",\"type\":\"Grid\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33280\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"29330\",\"type\":\"AllLabels\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"33283\"}]},\"id\":\"33314\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"33279\"}},\"id\":\"33284\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33282\",\"type\":\"Line\"},{\"attributes\":{\"tools\":[{\"id\":\"31386\"},{\"id\":\"31387\"},{\"id\":\"31388\"},{\"id\":\"31389\"},{\"id\":\"31390\"},{\"id\":\"31391\"}]},\"id\":\"31393\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"37619\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"33378\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"37620\",\"type\":\"AllLabels\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"32024\"},{\"id\":\"32056\"},{\"id\":\"32090\"},{\"id\":\"32126\"},{\"id\":\"32164\"},{\"id\":\"32204\"},{\"id\":\"32246\"},{\"id\":\"32290\"},{\"id\":\"32336\"},{\"id\":\"32384\"},{\"id\":\"32434\"},{\"id\":\"32486\"}]},\"id\":\"31994\",\"type\":\"Legend\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"33319\"}]},\"id\":\"33352\",\"type\":\"LegendItem\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"31076\"},{\"id\":\"31108\"},{\"id\":\"31142\"},{\"id\":\"31178\"},{\"id\":\"31216\"},{\"id\":\"31256\"},{\"id\":\"31298\"}]},\"id\":\"31046\",\"type\":\"Legend\"},{\"attributes\":{},\"id\":\"33299\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"30517\"},\"group\":null,\"major_label_policy\":{\"id\":\"30518\"},\"ticker\":{\"id\":\"30483\"}},\"id\":\"30482\",\"type\":\"DatetimeAxis\"},{\"attributes\":{},\"id\":\"33300\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"30480\",\"type\":\"LinearScale\"},{\"attributes\":{\"source\":{\"id\":\"29941\"}},\"id\":\"29946\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"29945\"}]},\"id\":\"29972\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"34274\",\"type\":\"DataRange1d\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"29941\"},\"glyph\":{\"id\":\"29942\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"29944\"},\"nonselection_glyph\":{\"id\":\"29943\"},\"view\":{\"id\":\"29946\"}},\"id\":\"29945\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"34217\"}},\"id\":\"34222\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"29958\",\"type\":\"Selection\"},{\"attributes\":{\"axis\":{\"id\":\"34352\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"34355\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"34356\",\"type\":\"PanTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"28225\"},\"glyph\":{\"id\":\"28226\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"28228\"},\"nonselection_glyph\":{\"id\":\"28227\"},\"view\":{\"id\":\"28230\"}},\"id\":\"28229\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29942\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"34217\"},\"glyph\":{\"id\":\"34218\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"34220\"},\"nonselection_glyph\":{\"id\":\"34219\"},\"view\":{\"id\":\"34222\"}},\"id\":\"34221\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29944\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"34353\",\"type\":\"BasicTicker\"},{\"attributes\":{\"source\":{\"id\":\"28225\"}},\"id\":\"28230\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"LbjadthA4j/5HyJhqgHjP9hPtXiugOE/zPNBX+wX4D+ZJlnpLS7bP1rHCYANotk/JNxdGdmI2D/yL/oPGIbXP3Y40w+nkdc/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"29958\"},\"selection_policy\":{\"id\":\"29957\"}},\"id\":\"29941\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"child\":{\"id\":\"34337\"},\"title\":\"Souss - massa - dra\\u00e2\"},\"id\":\"34338\",\"type\":\"Panel\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34220\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"zWR4m2IZ4z/GcmPmHPvjP5kkh/FfFOQ/RyzS9Gk55D/j5mkvwL/jP1lZZKZL2eQ/xVgobqwz5T/Zt68fB7LlP9pqfkfrSeU/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"34254\"},\"selection_policy\":{\"id\":\"34253\"}},\"id\":\"34217\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29943\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"34221\"}]},\"id\":\"34268\",\"type\":\"LegendItem\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"29977\"}]},\"id\":\"30006\",\"type\":\"LegendItem\"},{\"attributes\":{\"overlay\":{\"id\":\"34362\"}},\"id\":\"34358\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"34383\"},\"group\":null,\"major_label_policy\":{\"id\":\"34384\"},\"ticker\":{\"id\":\"34349\"}},\"id\":\"34348\",\"type\":\"DatetimeAxis\"},{\"attributes\":{},\"id\":\"37628\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"28246\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"32025\"}},\"id\":\"32030\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"34357\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"29957\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"33315\"},\"glyph\":{\"id\":\"33316\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"33318\"},\"nonselection_glyph\":{\"id\":\"33317\"},\"view\":{\"id\":\"33320\"}},\"id\":\"33319\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"32029\"}]},\"id\":\"32056\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"37629\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28228\",\"type\":\"Line\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"35517\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"kIdzykuA4T/eGrbOZPHfP/OOBZvVy+A/Xs5k11lq3z/KZDD9s8LcP/G7jRY0Tds/4o59mnfE2D+chbNmhX7VP84R8p+3x9c/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"28246\"},\"selection_policy\":{\"id\":\"28245\"}},\"id\":\"28225\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34219\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"34276\",\"type\":\"DataRange1d\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"28229\"}]},\"id\":\"28260\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"32190\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"32025\"},\"glyph\":{\"id\":\"32026\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"32028\"},\"nonselection_glyph\":{\"id\":\"32027\"},\"view\":{\"id\":\"32030\"}},\"id\":\"32029\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"37631\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"34253\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"33315\"}},\"id\":\"33320\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"32042\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"34254\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"37632\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33316\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28227\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32026\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"28265\"}]},\"id\":\"28298\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32028\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"28245\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"33338\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"Yz9No3cZ3z8r97U5u5LfP5Y999fHxdw/U20DX2WE3D/DFhVaw+HYP7gT1cCurtc/NG+/pYaz1z8E9PVVb1fXP0IPIcOuyNY/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"32042\"},\"selection_policy\":{\"id\":\"32041\"}},\"id\":\"32025\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33318\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"nkV0sED01T8gpR3SX8rSP+yrmw7bLdI/EA9GUpY60D+EAqEHlarRP1hDVbt5SdI/3a16dt1J1T+uakLAfwHYP8YYslRcY9s/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"33338\"},\"selection_policy\":{\"id\":\"33337\"}},\"id\":\"33315\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32027\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"32061\"}]},\"id\":\"32090\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"32041\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33317\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"29973\"},\"glyph\":{\"id\":\"29974\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"29976\"},\"nonselection_glyph\":{\"id\":\"29975\"},\"view\":{\"id\":\"29978\"}},\"id\":\"29977\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"35548\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"33337\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"35568\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"34309\",\"type\":\"DataRange1d\"},{\"attributes\":{\"source\":{\"id\":\"29973\"}},\"id\":\"29978\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"34278\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29974\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"34269\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"37634\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37814\"},\"group\":null,\"major_label_policy\":{\"id\":\"37815\"},\"ticker\":{\"id\":\"34287\"}},\"id\":\"34286\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35561\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"28261\"},\"glyph\":{\"id\":\"28262\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"28264\"},\"nonselection_glyph\":{\"id\":\"28263\"},\"view\":{\"id\":\"28266\"}},\"id\":\"28265\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"37635\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"29992\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"34307\",\"type\":\"DataRange1d\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37817\"},\"group\":null,\"major_label_policy\":{\"id\":\"37818\"},\"ticker\":{\"id\":\"34283\"}},\"id\":\"34282\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"37637\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29976\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"34295\",\"type\":\"HelpTool\"},{\"attributes\":{\"below\":[{\"id\":\"34282\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"34285\"},{\"id\":\"34289\"}],\"height\":40,\"left\":[{\"id\":\"34286\"}],\"outline_line_width\":0,\"title\":{\"id\":\"34272\"},\"toolbar\":{\"id\":\"34297\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"34274\"},\"x_scale\":{\"id\":\"34278\"},\"y_range\":{\"id\":\"34276\"},\"y_scale\":{\"id\":\"34280\"}},\"id\":\"34271\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"source\":{\"id\":\"28261\"}},\"id\":\"28266\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"3m4EKSWe4D/5eqParYnfP3Sz6LZmGd4/BNdkJKD42z/xaeuPIHTaPwxXtwXDN9o/PMHxbF572z8HtpdrIgPdP8hWlxKtL98/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"29992\"},\"selection_policy\":{\"id\":\"29991\"}},\"id\":\"29973\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"37638\",\"type\":\"AllLabels\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"34272\",\"type\":\"Title\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28262\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"34283\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"34280\",\"type\":\"LinearScale\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"35550\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"axis\":{\"id\":\"34282\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"34285\",\"type\":\"Grid\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"32057\"},\"glyph\":{\"id\":\"32058\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"32060\"},\"nonselection_glyph\":{\"id\":\"32059\"},\"view\":{\"id\":\"32062\"}},\"id\":\"32061\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29975\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"FaKzlfTP3j+rWvOimNLeP8M5lzhXEN0/08f8DxD52j8pbviE6RPVP8HbpDG6OdU/RX5qAfSF0T+/lrCcCTfTP7+kQSbW5NQ/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"35574\"},\"selection_policy\":{\"id\":\"35573\"}},\"id\":\"35559\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"axis\":{\"id\":\"34286\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"34289\",\"type\":\"Grid\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"30011\"}]},\"id\":\"30042\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"34287\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"28284\",\"type\":\"Selection\"},{\"attributes\":{\"below\":[{\"id\":\"34315\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"34318\"},{\"id\":\"34322\"}],\"height\":40,\"left\":[{\"id\":\"34319\"}],\"outline_line_width\":0,\"title\":{\"id\":\"34305\"},\"toolbar\":{\"id\":\"34330\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"34307\"},\"x_scale\":{\"id\":\"34311\"},\"y_range\":{\"id\":\"34309\"},\"y_scale\":{\"id\":\"34313\"}},\"id\":\"34304\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"29991\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"33353\"},\"glyph\":{\"id\":\"33354\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"33356\"},\"nonselection_glyph\":{\"id\":\"33355\"},\"view\":{\"id\":\"33358\"}},\"id\":\"33357\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28264\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"32057\"}},\"id\":\"32062\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"34291\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"34290\",\"type\":\"PanTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"wOWuwEoU3T9m7KB+4gPYP4wE4Q0lsdQ/fGPSdrmh0j8Q8BOZVczUP2Rci3dF69Q/Nqo8vlB61D/UwRdWqJ7VP5SWEl94r9k/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"28284\"},\"selection_policy\":{\"id\":\"28283\"}},\"id\":\"28261\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"overlay\":{\"id\":\"34296\"}},\"id\":\"34292\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32058\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"34293\",\"type\":\"SaveTool\"},{\"attributes\":{\"source\":{\"id\":\"33353\"}},\"id\":\"33358\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"34294\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33354\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28263\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"32076\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"35549\",\"type\":\"HelpTool\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"34296\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"35547\",\"type\":\"SaveTool\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37829\"},\"group\":null,\"major_label_policy\":{\"id\":\"37830\"},\"ticker\":{\"id\":\"34316\"}},\"id\":\"34315\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32060\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"28283\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"34311\",\"type\":\"LinearScale\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"33357\"}]},\"id\":\"33392\",\"type\":\"LegendItem\"},{\"attributes\":{\"axis\":{\"id\":\"34315\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"34318\",\"type\":\"Grid\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"JrFeJIhX3j8CG76N3QPePzUcfyfwYNw/Drizss0Y3j9A+zRccmPcP7bEVouwCNw/ojtrWXEs3T9rmAkT1ODcP9PlsibVbN4/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"32076\"},\"selection_policy\":{\"id\":\"32075\"}},\"id\":\"32057\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"35569\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33356\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"LD6QvtEy3z9OlIJJAcndPwm6LGiK29g/m3N4aGKd1j9EOysc83zSP9pbwwrW+dA/ShXqHRTy0D/bZ9hZ0zPSP9DiwhetgdQ/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"33378\"},\"selection_policy\":{\"id\":\"33377\"}},\"id\":\"33353\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"35574\",\"type\":\"Selection\"},{\"attributes\":{\"children\":[{\"id\":\"36053\"},{\"id\":\"35527\"},{\"id\":\"36086\"}]},\"id\":\"36119\",\"type\":\"Column\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32059\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"32095\"}]},\"id\":\"32126\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"37646\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"32075\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"axis\":{\"id\":\"34319\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"34322\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33355\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"34320\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"35573\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"37647\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"33377\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"34360\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"33420\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"37649\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"34324\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"34323\",\"type\":\"PanTool\"},{\"attributes\":{\"source\":{\"id\":\"30007\"}},\"id\":\"30012\",\"type\":\"CDSView\"},{\"attributes\":{\"overlay\":{\"id\":\"34329\"}},\"id\":\"34325\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"37650\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"34326\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"34327\",\"type\":\"ResetTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"30007\"},\"glyph\":{\"id\":\"30008\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"30010\"},\"nonselection_glyph\":{\"id\":\"30009\"},\"view\":{\"id\":\"30012\"}},\"id\":\"30011\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"34329\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30008\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30010\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"28299\"}},\"id\":\"28304\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"35571\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"dXCVXRqU5z8W1syt+lLnP3i+Bk+sXOU/Tsn1lSlz4z9Ac3npoRzhP2wafI96290/sKjjnOSL2j/hTKvgV/fcP3q+hIR/Zt4/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"30028\"},\"selection_policy\":{\"id\":\"30027\"}},\"id\":\"30007\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"35572\",\"type\":\"AllLabels\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"28303\"}]},\"id\":\"28338\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"28299\"},\"glyph\":{\"id\":\"28300\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"28302\"},\"nonselection_glyph\":{\"id\":\"28301\"},\"view\":{\"id\":\"28304\"}},\"id\":\"28303\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"32091\"},\"glyph\":{\"id\":\"32092\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"32094\"},\"nonselection_glyph\":{\"id\":\"32093\"},\"view\":{\"id\":\"32096\"}},\"id\":\"32095\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30009\",\"type\":\"Line\"},{\"attributes\":{\"tools\":[{\"id\":\"35544\"},{\"id\":\"35545\"},{\"id\":\"35546\"},{\"id\":\"35547\"},{\"id\":\"35548\"},{\"id\":\"35549\"}]},\"id\":\"35551\",\"type\":\"Toolbar\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"30047\"}]},\"id\":\"30080\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28300\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"30027\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"33393\"},\"glyph\":{\"id\":\"33394\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"33396\"},\"nonselection_glyph\":{\"id\":\"33395\"},\"view\":{\"id\":\"33398\"}},\"id\":\"33397\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"32091\"}},\"id\":\"32096\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"30028\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28302\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"33393\"}},\"id\":\"33398\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35560\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"K31Ppu4y2z/5kz8y0FzdPyTsR15uSd4/Vr1PhdgM3j8SbJA3muPaP5xc0Ri/Ytg/DKJVdXxj1z9Y9mIz4G/SPw7H9ppb0M8/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"28324\"},\"selection_policy\":{\"id\":\"28323\"}},\"id\":\"28299\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32092\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"34947\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"37652\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"34359\",\"type\":\"SaveTool\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33394\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"34375\"}]},\"id\":\"34400\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"32112\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28301\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"37653\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"28323\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32094\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"37655\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"label\":{\"value\":\"Manufacturing\"},\"renderers\":[{\"id\":\"33397\"}]},\"id\":\"33434\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"ajbnR6J84z+Fd7BfbN7jP+gNLJOyguM/K0AehYal4z/KLUUkNnfiP7XtVGhSNeE/JCz+Ru/N4T8dvpYN6OTgPzOGEozLWuE/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"32112\"},\"selection_policy\":{\"id\":\"32111\"}},\"id\":\"32091\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"28324\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"34305\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"37656\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33396\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"rRibuo5z2T/K1SAdW4LZP6aRC8cjUNU/cSOcR67c1D/88zJ+D1jTP04zVu83dtQ/YNw3uY9o1T+PnwczWOPWP17NBgEPiNc/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"33420\"},\"selection_policy\":{\"id\":\"33419\"}},\"id\":\"33393\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"34974\"},\"group\":null,\"major_label_policy\":{\"id\":\"34975\"},\"ticker\":{\"id\":\"34947\"}},\"id\":\"34946\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32093\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34372\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"32131\"}]},\"id\":\"32164\",\"type\":\"LegendItem\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"35576\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"32111\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33395\",\"type\":\"Line\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"35577\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"33419\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"35583\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"35581\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"35587\",\"type\":\"YearsTicker\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"35578\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"35579\",\"type\":\"DaysTicker\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"35580\",\"type\":\"DaysTicker\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"35582\",\"type\":\"DaysTicker\"},{\"attributes\":{\"source\":{\"id\":\"30043\"}},\"id\":\"30048\",\"type\":\"CDSView\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"35586\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"35584\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"35585\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"30043\"},\"glyph\":{\"id\":\"30044\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"30046\"},\"nonselection_glyph\":{\"id\":\"30045\"},\"view\":{\"id\":\"30048\"}},\"id\":\"30047\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"axis\":{\"id\":\"34946\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"34949\",\"type\":\"Grid\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30044\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"28339\"}},\"id\":\"28344\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30046\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37826\"},\"group\":null,\"major_label_policy\":{\"id\":\"37827\"},\"ticker\":{\"id\":\"34320\"}},\"id\":\"34319\",\"type\":\"LinearAxis\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"2Cv9ePOb1z926iMnk/fUPwASanl1gtM/2k7wqrR+yz9HOihJDFvJP0UZ63LxTM0/MENLAJKG0j/ezg0ynDzUP6qu+/fac9Y/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"30066\"},\"selection_policy\":{\"id\":\"30065\"}},\"id\":\"30043\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"37664\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"tools\":[{\"id\":\"34290\"},{\"id\":\"34291\"},{\"id\":\"34292\"},{\"id\":\"34293\"},{\"id\":\"34294\"},{\"id\":\"34295\"}]},\"id\":\"34297\",\"type\":\"Toolbar\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"32127\"},\"glyph\":{\"id\":\"32128\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"32130\"},\"nonselection_glyph\":{\"id\":\"32129\"},\"view\":{\"id\":\"32132\"}},\"id\":\"32131\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"label\":{\"value\":\"Manufacturing\"},\"renderers\":[{\"id\":\"28343\"}]},\"id\":\"28380\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"37665\",\"type\":\"AllLabels\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"28339\"},\"glyph\":{\"id\":\"28340\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"28342\"},\"nonselection_glyph\":{\"id\":\"28341\"},\"view\":{\"id\":\"28344\"}},\"id\":\"28343\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30045\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"34328\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"37667\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28340\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"32127\"}},\"id\":\"32132\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"30065\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"33435\"}},\"id\":\"33440\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"34316\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"34313\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"37668\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"30066\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28342\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32128\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"35532\",\"type\":\"LinearScale\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"MsjQFIZs5D8wyNAUhmzkP9KyVaq1pOE/BF5GvVIy4D/26IUqhlbbP21T5MxWEdk/26D6/Ln/0z/B6nCwLa3UPx1i3B/uqNk/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"28366\"},\"selection_policy\":{\"id\":\"28365\"}},\"id\":\"28339\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"33439\"}]},\"id\":\"33478\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"32150\",\"type\":\"Selection\"},{\"attributes\":{\"children\":[{\"id\":\"34865\"},{\"id\":\"34339\"},{\"id\":\"34898\"}]},\"id\":\"34931\",\"type\":\"Column\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"33435\"},\"glyph\":{\"id\":\"33436\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"33438\"},\"nonselection_glyph\":{\"id\":\"33437\"},\"view\":{\"id\":\"33440\"}},\"id\":\"33439\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"34380\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28341\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32130\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"28365\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"UrZWj0Zy3j8WPXqjZaneP6qIqoRH3dw/ezdZNMvI3D/WAceZfgXcP/BzIgMe090/cppyyzzO3j8GB7PbdObfPxY9SH6Ry+E/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"32150\"},\"selection_policy\":{\"id\":\"32149\"}},\"id\":\"32127\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33436\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"28366\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33438\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"ouOuh0Jo6D8Qz8On64XoPxzgYXSDSug/ZhOXeAi15z/C7UNrj2nkP7bKagnlauE/bJdCUUuD4D9oY4t28lbePzawYXrsbt0/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"33464\"},\"selection_policy\":{\"id\":\"33463\"}},\"id\":\"33435\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32129\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"34381\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"32149\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"tools\":[{\"id\":\"34356\"},{\"id\":\"34357\"},{\"id\":\"34358\"},{\"id\":\"34359\"},{\"id\":\"34360\"},{\"id\":\"34361\"}]},\"id\":\"34363\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33437\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"33483\"}]},\"id\":\"33524\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"33463\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"33464\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"37670\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"37671\",\"type\":\"AllLabels\"},{\"attributes\":{\"source\":{\"id\":\"30081\"}},\"id\":\"30086\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"37673\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"30085\"}]},\"id\":\"30120\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"30081\"},\"glyph\":{\"id\":\"30082\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"30084\"},\"nonselection_glyph\":{\"id\":\"30083\"},\"view\":{\"id\":\"30086\"}},\"id\":\"30085\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"37674\",\"type\":\"AllLabels\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"34362\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30082\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"28381\"}},\"id\":\"28386\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"35593\"}]},\"id\":\"35620\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30084\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"35589\"}},\"id\":\"35594\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"4i+XQnHL5D94gnQLoHTjP9WbFbmxuOE/FZGOWBYI4T/vx0wZkCzeP3F+KxFDRd0/6t20gDPX3j9G+JVls57fP9fwySaIJ+A/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"30106\"},\"selection_policy\":{\"id\":\"30105\"}},\"id\":\"30081\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"32165\"},\"glyph\":{\"id\":\"32166\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"32168\"},\"nonselection_glyph\":{\"id\":\"32167\"},\"view\":{\"id\":\"32170\"}},\"id\":\"32169\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"35589\"},\"glyph\":{\"id\":\"35590\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"35592\"},\"nonselection_glyph\":{\"id\":\"35591\"},\"view\":{\"id\":\"35594\"}},\"id\":\"35593\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"tools\":[{\"id\":\"34323\"},{\"id\":\"34324\"},{\"id\":\"34325\"},{\"id\":\"34326\"},{\"id\":\"34327\"},{\"id\":\"34328\"}]},\"id\":\"34330\",\"type\":\"Toolbar\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"28385\"}]},\"id\":\"28424\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"35606\",\"type\":\"Selection\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35590\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"28381\"},\"glyph\":{\"id\":\"28382\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"28384\"},\"nonselection_glyph\":{\"id\":\"28383\"},\"view\":{\"id\":\"28386\"}},\"id\":\"28385\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30083\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"32165\"}},\"id\":\"32170\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"34361\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"30105\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"34380\"},\"group\":null,\"major_label_policy\":{\"id\":\"34381\"},\"ticker\":{\"id\":\"34353\"}},\"id\":\"34352\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28382\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"34940\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32166\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35592\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"30106\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28384\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"33479\"}},\"id\":\"33484\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"jxGhMTTe2z/bVwEjPpjbP1VeAiM2wNs/S/D8KD5C3j9QX3IClobePzsYjWtLqOA/7aoqQPMY4T/ZuF4KkdbhP2+WRgiLDeI/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"35606\"},\"selection_policy\":{\"id\":\"35605\"}},\"id\":\"35589\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"LiyiXslL6D8iCmcjPbDmP7LxiG+aVeY/XkU/xrD25D+yHfp8IKnhP/xhyOpz1t4/9mPRUrAp2z+ulIZc6YPYP6zRCXRPl9g/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"28410\"},\"selection_policy\":{\"id\":\"28409\"}},\"id\":\"28381\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"32169\"}]},\"id\":\"32204\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"34385\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32168\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"33479\"},\"glyph\":{\"id\":\"33480\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"33482\"},\"nonselection_glyph\":{\"id\":\"33481\"},\"view\":{\"id\":\"33484\"}},\"id\":\"33483\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35591\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28383\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"ZiJCjC9U3T8la0V+iOPcP7C1zfxwHNs/ja8BKinQ2j9pEvq6N4/YPwXty8E6wNg/6hyZVgSp1z8Wh0kCbRTaP92UnaP+f9k/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"32190\"},\"selection_policy\":{\"id\":\"32189\"}},\"id\":\"32165\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"35625\"}]},\"id\":\"35654\",\"type\":\"LegendItem\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"28429\"}]},\"id\":\"28470\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33480\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"28409\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"34386\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"35605\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"28410\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"37682\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33482\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32167\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"s9lDeXHd6D9aOALCOUroP7k2T748QOk/Asv2JQc46D+8Mih4PGHmP8OWZ+8OceM//SZOpNb94T9qJMuPmtrgP36VtoVUU+A/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"33510\"},\"selection_policy\":{\"id\":\"33509\"}},\"id\":\"33479\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"37683\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"32189\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"32232\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"34977\"},\"group\":null,\"major_label_policy\":{\"id\":\"34978\"},\"ticker\":{\"id\":\"34943\"}},\"id\":\"34942\",\"type\":\"DatetimeAxis\"},{\"attributes\":{},\"id\":\"37685\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33481\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"37686\",\"type\":\"AllLabels\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"33529\"}]},\"id\":\"33572\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"34384\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"33509\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"33510\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"30121\"}},\"id\":\"30126\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"34383\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"28425\"},\"glyph\":{\"id\":\"28426\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"28428\"},\"nonselection_glyph\":{\"id\":\"28427\"},\"view\":{\"id\":\"28430\"}},\"id\":\"28429\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"28425\"}},\"id\":\"28430\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30164\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Manufacturing\"},\"renderers\":[{\"id\":\"30125\"}]},\"id\":\"30162\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"30121\"},\"glyph\":{\"id\":\"30122\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"30124\"},\"nonselection_glyph\":{\"id\":\"30123\"},\"view\":{\"id\":\"30126\"}},\"id\":\"30125\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"35621\"},\"glyph\":{\"id\":\"35622\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"35624\"},\"nonselection_glyph\":{\"id\":\"35623\"},\"view\":{\"id\":\"35626\"}},\"id\":\"35625\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28426\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"yHG7iZmq2z/p7JdwYLfZP+0lVZ/JH9w/Olo9qYUz2T8XP3HmCBjVP5przlauuNE/txq1qdTv1D8zchkkG07WP4FUsyspztY/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"34386\"},\"selection_policy\":{\"id\":\"34385\"}},\"id\":\"34371\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30122\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"34371\"},\"glyph\":{\"id\":\"34372\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"34374\"},\"nonselection_glyph\":{\"id\":\"34373\"},\"view\":{\"id\":\"34376\"}},\"id\":\"34375\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"35621\"}},\"id\":\"35626\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30124\",\"type\":\"Line\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"34982\"},{\"id\":\"34983\"},{\"id\":\"34984\"},{\"id\":\"34985\"},{\"id\":\"34986\"},{\"id\":\"34987\"},{\"id\":\"34988\"},{\"id\":\"34989\"},{\"id\":\"34990\"},{\"id\":\"34991\"},{\"id\":\"34992\"},{\"id\":\"34993\"}]},\"id\":\"34943\",\"type\":\"DatetimeTicker\"},{\"attributes\":{},\"id\":\"28456\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"32205\"},\"glyph\":{\"id\":\"32206\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"32208\"},\"nonselection_glyph\":{\"id\":\"32207\"},\"view\":{\"id\":\"32210\"}},\"id\":\"32209\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"34371\"}},\"id\":\"34376\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"DHzkAPUM4D8MGrcM2AffP98OoSyB290/hEHuMR9+3D/OVF8WeizaP/hmyIrFt9k/lAieapJr2z9s2xTf0W/dP7A2/2KOad4/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"30148\"},\"selection_policy\":{\"id\":\"30147\"}},\"id\":\"30121\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34374\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35622\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28428\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"32205\"}},\"id\":\"32210\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34373\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"gEQ6HT4F6D9t+a0Y573oPxH7C+wIFuk/HHFF8LKr5j/6Q+KMRzzlPyswMtclJOQ/zHHi9jGi4T9pdDvM9CfcP4ZmHHTeHdg/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"28456\"},\"selection_policy\":{\"id\":\"28455\"}},\"id\":\"28425\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"35640\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"37688\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"30123\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32206\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"30147\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32248\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35624\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28427\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"37689\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28472\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"xktorksV4D9CCJFpahfiP8NMvC3e5eA/gJV6Rmtw4T+Qf8cdB7jgP5PNwRQpFeI/TchoqWTG4j+H3IwMzx3jP2YJMRYVfeI/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"35640\"},\"selection_policy\":{\"id\":\"35639\"}},\"id\":\"35621\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"30148\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"37691\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"label\":{\"value\":\"Manufacturing\"},\"renderers\":[{\"id\":\"32209\"}]},\"id\":\"32246\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"33525\"}},\"id\":\"33530\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"28455\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"37692\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32208\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35623\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"oY/SMTNN4D+gj9IxM03gPx2rNgiru94/oI/SMTNN4D+FakY/0iXgP+hgHiPpbN4/6GAeI+ls3j/oYB4j6WzeP4VqRj/SJeA/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"32232\"},\"selection_policy\":{\"id\":\"32231\"}},\"id\":\"32205\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"35656\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"33525\"},\"glyph\":{\"id\":\"33526\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"33528\"},\"nonselection_glyph\":{\"id\":\"33527\"},\"view\":{\"id\":\"33530\"}},\"id\":\"33529\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"35639\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33526\",\"type\":\"Line\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"34388\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32207\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33528\",\"type\":\"Line\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"34389\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"32231\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"PoClXCYK2j8OtnQtxBzZP6r4QlL+0dg/oMTN7/hh1j9HW/wu2vDQP5rPv2npJ9E/ZjhvZEiu0j/yz+zxw07UP5mpEqVWxtY/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"33558\"},\"selection_policy\":{\"id\":\"33557\"}},\"id\":\"33525\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"34395\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"34393\",\"type\":\"DaysTicker\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"34397\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"34390\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"34391\",\"type\":\"DaysTicker\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"34392\",\"type\":\"DaysTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33527\",\"type\":\"Line\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"34394\",\"type\":\"DaysTicker\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"33574\",\"type\":\"Line\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"34398\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"34396\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"34399\",\"type\":\"YearsTicker\"},{\"attributes\":{},\"id\":\"37851\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"37853\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"28859\"}]},\"id\":\"28892\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"37854\",\"type\":\"AllLabels\"},{\"attributes\":{\"source\":{\"id\":\"28855\"}},\"id\":\"28860\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28858\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"28855\"},\"glyph\":{\"id\":\"28856\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"28858\"},\"nonselection_glyph\":{\"id\":\"28857\"},\"view\":{\"id\":\"28860\"}},\"id\":\"28859\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"27525\",\"type\":\"HelpTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"32247\"},\"glyph\":{\"id\":\"32248\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"32250\"},\"nonselection_glyph\":{\"id\":\"32249\"},\"view\":{\"id\":\"32252\"}},\"id\":\"32251\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28857\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"32247\"}},\"id\":\"32252\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"28877\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"28878\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"32276\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32250\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"QjSVFb3A5z+e+7KAIAXnP2dOeAr+IOc/igIl0Pav5T80rNfEbG7jPyrIRfBF5eE/o7hJ2jOr4D/KwH8w6LngP4oV0dsKGOA/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"32276\"},\"selection_policy\":{\"id\":\"32275\"}},\"id\":\"32247\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"32251\"}]},\"id\":\"32290\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"37862\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32249\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"37863\",\"type\":\"AllLabels\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"32295\"}]},\"id\":\"32336\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"37865\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"32275\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"37866\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"27524\",\"type\":\"ResetTool\"},{\"attributes\":{\"source\":{\"id\":\"28893\"}},\"id\":\"28898\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"34950\",\"type\":\"PanTool\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"28897\"}]},\"id\":\"28932\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"28893\"},\"glyph\":{\"id\":\"28894\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"28896\"},\"nonselection_glyph\":{\"id\":\"28895\"},\"view\":{\"id\":\"28898\"}},\"id\":\"28897\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"34951\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"35530\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28894\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"34405\"}]},\"id\":\"34432\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28896\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"34401\"}},\"id\":\"34406\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"34566\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"34401\"},\"glyph\":{\"id\":\"34402\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"34404\"},\"nonselection_glyph\":{\"id\":\"34403\"},\"view\":{\"id\":\"34406\"}},\"id\":\"34405\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"KP5pI+Cq3j/k8je8ssrhP4f0nuiEh+I/u9+eh5HN4j+YSbEZrNviPxhXOPJBH+M/1PamY+3E4T9YA3dni3PiP8OtUc3/7eI/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"28918\"},\"selection_policy\":{\"id\":\"28917\"}},\"id\":\"28893\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"34418\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"32291\"},\"glyph\":{\"id\":\"32292\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"32294\"},\"nonselection_glyph\":{\"id\":\"32293\"},\"view\":{\"id\":\"32296\"}},\"id\":\"32295\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34402\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28895\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"28917\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"32291\"}},\"id\":\"32296\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"37868\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34404\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"28918\",\"type\":\"Selection\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32292\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"k+hk3nSb1z+ccGSjACPWPwKxM1BwDdg/rrpiCJQU1j+6z8s2M1XWP0rVEgHTYtU/pDcCIkAJ2D/1W7p1rTrYP/VbunWtOtg/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"34418\"},\"selection_policy\":{\"id\":\"34417\"}},\"id\":\"34401\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"37869\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"37871\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"32322\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34403\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"37872\",\"type\":\"AllLabels\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"34437\"}]},\"id\":\"34466\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32294\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"34417\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"2xkZMWx55D/C+xNXwELkP5doDHZW9OQ/ioUBzvLr4z+NcuOt7fPgP7onkiuq698/2sTYfJwL3z+TchpTsUDePyA94PrDyN4/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"32322\"},\"selection_policy\":{\"id\":\"32321\"}},\"id\":\"32291\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"27526\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"27523\",\"type\":\"SaveTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32293\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"32341\"}]},\"id\":\"32384\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"32321\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"28933\"}},\"id\":\"28938\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"34433\"},\"glyph\":{\"id\":\"34434\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"34436\"},\"nonselection_glyph\":{\"id\":\"34435\"},\"view\":{\"id\":\"34438\"}},\"id\":\"34437\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"label\":{\"value\":\"Manufacturing\"},\"renderers\":[{\"id\":\"28937\"}]},\"id\":\"28974\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"28933\"},\"glyph\":{\"id\":\"28934\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"28936\"},\"nonselection_glyph\":{\"id\":\"28935\"},\"view\":{\"id\":\"28938\"}},\"id\":\"28937\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"37880\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28934\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"34433\"}},\"id\":\"34438\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"37881\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28936\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34434\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"37883\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"x0HGxyr22j9YGSdGs9bYP/su8FFeJNc/nUS5XQly1T9JcmA+OErUP0lyYD44StQ/5R3oj+Ew1T858ECvsljWP5Xad6MHC9g/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"28960\"},\"selection_policy\":{\"id\":\"28959\"}},\"id\":\"28933\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"37884\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"34452\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28935\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"32337\"}},\"id\":\"32342\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34436\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"28959\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"Lj0a6mDc4T+a6416EVzjP2qDw8Y4wOQ/Oxv5EmAk5j+f3xpQaqHkP5e34AZVIeY/bh3AnKuo5z/S9qp4gXnnP6EdDuTTguQ/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"34452\"},\"selection_policy\":{\"id\":\"34451\"}},\"id\":\"34433\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"28960\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"32337\"},\"glyph\":{\"id\":\"32338\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"32340\"},\"nonselection_glyph\":{\"id\":\"32339\"},\"view\":{\"id\":\"32342\"}},\"id\":\"32341\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32338\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34435\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"34471\"}]},\"id\":\"34502\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32340\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"34451\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"I2IfQr773j/A78uCc0bgP4qDrN4zL90/LQXr+s++2z9wxhCgFjnXP3xEti4d+dc/nnk4LSI42T+Lw4bamvLZP5OL9/BP29w/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"32370\"},\"selection_policy\":{\"id\":\"32369\"}},\"id\":\"32337\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32339\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"32389\"}]},\"id\":\"32434\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"32369\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"32370\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"28975\"}},\"id\":\"28980\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"34467\"},\"glyph\":{\"id\":\"34468\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"34470\"},\"nonselection_glyph\":{\"id\":\"34469\"},\"view\":{\"id\":\"34472\"}},\"id\":\"34471\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"28979\"}]},\"id\":\"29018\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"28975\"},\"glyph\":{\"id\":\"28976\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"28978\"},\"nonselection_glyph\":{\"id\":\"28977\"},\"view\":{\"id\":\"28980\"}},\"id\":\"28979\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"34467\"}},\"id\":\"34472\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28976\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34468\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28978\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"l5Mf5SXi5j8yfjfuT4LmP1CGIAt8IOY//bbQecqz5D9X9JIfyMDhP8hKrARqkeE/31KJVut64T9+jjBl1vvgP4xxiHNsnuI/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"29004\"},\"selection_policy\":{\"id\":\"29003\"}},\"id\":\"28975\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"34488\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34470\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"28977\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"32385\"}},\"id\":\"32390\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"29023\"}]},\"id\":\"29064\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"Fq9hPXRv4D9UfJQZdgriPzHneacrv+M/VEvY9YJq4z9btsBO5OvhPwrCLeCAuN4/l9A6bMvh4D9MpzgXZWjfP+iGNk4GFd0/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"34488\"},\"selection_policy\":{\"id\":\"34487\"}},\"id\":\"34467\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"29003\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"29004\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"32385\"},\"glyph\":{\"id\":\"32386\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"32388\"},\"nonselection_glyph\":{\"id\":\"32387\"},\"view\":{\"id\":\"32390\"}},\"id\":\"32389\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34469\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"34507\"}]},\"id\":\"34540\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32386\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"34487\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32388\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"qtX3167o3D8gkFLXD1XdP9Ug0fvmHd0/ChpPbl7a3T+2r7ZS5vDfP0ao/s0Dn94/uIPyfGuI3j/Ko3A+ZyLgPxv+vq61QeA/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"32420\"},\"selection_policy\":{\"id\":\"32419\"}},\"id\":\"32385\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32387\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"32439\"}]},\"id\":\"32486\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"32419\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"32420\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"29019\"}},\"id\":\"29024\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"34503\"},\"glyph\":{\"id\":\"34504\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"34506\"},\"nonselection_glyph\":{\"id\":\"34505\"},\"view\":{\"id\":\"34508\"}},\"id\":\"34507\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"29019\"},\"glyph\":{\"id\":\"29020\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"29022\"},\"nonselection_glyph\":{\"id\":\"29021\"},\"view\":{\"id\":\"29024\"}},\"id\":\"29023\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"34503\"}},\"id\":\"34508\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29020\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34504\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29022\",\"type\":\"Line\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"32618\"},{\"id\":\"32650\"},{\"id\":\"32684\"},{\"id\":\"32720\"},{\"id\":\"32758\"},{\"id\":\"32798\"},{\"id\":\"32840\"},{\"id\":\"32884\"},{\"id\":\"32930\"},{\"id\":\"32978\"},{\"id\":\"33028\"},{\"id\":\"33080\"}]},\"id\":\"32588\",\"type\":\"Legend\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"B6dmXzuG4z/98M9rc63jP/pSij9FqOM/Tk+NdY5f4z9qqgHrFeHhP2JxQL1d/+A/XvsbDfmS3T+gOK52upTdP1vVym+6BN4/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"29050\"},\"selection_policy\":{\"id\":\"29049\"}},\"id\":\"29019\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"34526\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"32492\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34506\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"CKufs0eL1D/eL6AvxwLUP0Hu7AigLtQ/u3fm4x4U1z9fcFFlpNDSP/WGesvzltQ/PFWmWPE11j9KA54IPDnWP1OGDv9jW9U/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"34526\"},\"selection_policy\":{\"id\":\"34525\"}},\"id\":\"34503\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29021\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"32435\"}},\"id\":\"32440\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"29069\"}]},\"id\":\"29112\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"29049\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"29050\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34505\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"32435\"},\"glyph\":{\"id\":\"32436\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"32438\"},\"nonselection_glyph\":{\"id\":\"32437\"},\"view\":{\"id\":\"32440\"}},\"id\":\"32439\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"below\":[{\"id\":\"32566\"}],\"center\":[{\"id\":\"32569\"},{\"id\":\"32573\"}],\"height\":400,\"left\":[{\"id\":\"32570\"}],\"renderers\":[{\"id\":\"32593\"},{\"id\":\"32623\"},{\"id\":\"32655\"},{\"id\":\"32689\"},{\"id\":\"32725\"},{\"id\":\"32763\"},{\"id\":\"32803\"},{\"id\":\"32845\"},{\"id\":\"32889\"},{\"id\":\"32935\"},{\"id\":\"32983\"},{\"id\":\"33033\"}],\"right\":[{\"id\":\"32588\"}],\"title\":{\"id\":\"33081\"},\"toolbar\":{\"id\":\"32581\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"32558\"},\"x_scale\":{\"id\":\"32562\"},\"y_range\":{\"id\":\"32560\"},\"y_scale\":{\"id\":\"32564\"}},\"id\":\"32557\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"34525\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32436\",\"type\":\"Line\"},{\"attributes\":{\"child\":{\"id\":\"32555\"},\"title\":\"Mekn\\u00e8s - tafilalet\"},\"id\":\"32556\",\"type\":\"Panel\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32438\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"eEdem2of4j9EcttF5vXhP0mKXAn1m+M/9mD7YLJB5D82J6G77u7iP75wO8ary+I/IHXVD3fE4T+WqifZhbXgP4ZPICMtkd8/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"32472\"},\"selection_policy\":{\"id\":\"32471\"}},\"id\":\"32435\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"32560\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"32558\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"33168\",\"type\":\"PanTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"32437\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"32494\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"32471\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"32472\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"34541\"},\"glyph\":{\"id\":\"34542\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"34544\"},\"nonselection_glyph\":{\"id\":\"34543\"},\"view\":{\"id\":\"34546\"}},\"id\":\"34545\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"29065\"}},\"id\":\"29070\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"34541\"}},\"id\":\"34546\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"29065\"},\"glyph\":{\"id\":\"29066\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"29068\"},\"nonselection_glyph\":{\"id\":\"29067\"},\"view\":{\"id\":\"29070\"}},\"id\":\"29069\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34542\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29066\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29068\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"34545\"}]},\"id\":\"34580\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"32562\",\"type\":\"LinearScale\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"socDIlYZ2D8wEMuK2ZrXPw+H4e32cdc/f8FO5CgX1z8E8So0nF/WP3QWMAtnj9Y/hERPuUqu1z/IOtYryI3ZP9/NdwpJhto/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"29098\"},\"selection_policy\":{\"id\":\"29097\"}},\"id\":\"29065\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"32496\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34544\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"32487\",\"type\":\"Title\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"dlQXewuo4T/cI52YjuHgPy7x5U/msN4/FhNyy+VQ3D+oylWWUcPYP/8Ky8TxjNo/pq10WKXA1z/YxNN9O4TWPxRa6/C+itc/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"34566\"},\"selection_policy\":{\"id\":\"34565\"}},\"id\":\"34541\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37760\"},\"group\":null,\"major_label_policy\":{\"id\":\"37761\"},\"ticker\":{\"id\":\"32505\"}},\"id\":\"32504\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29067\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"32525\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"29097\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34543\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"37763\"},\"group\":null,\"major_label_policy\":{\"id\":\"37764\"},\"ticker\":{\"id\":\"32501\"}},\"id\":\"32500\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"29098\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"32513\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"34565\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"below\":[{\"id\":\"32500\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"32503\"},{\"id\":\"32507\"}],\"height\":40,\"left\":[{\"id\":\"32504\"}],\"outline_line_width\":0,\"title\":{\"id\":\"32490\"},\"toolbar\":{\"id\":\"32515\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"32492\"},\"x_scale\":{\"id\":\"32496\"},\"y_range\":{\"id\":\"32494\"},\"y_scale\":{\"id\":\"32498\"}},\"id\":\"32489\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"34608\"},\"selection_policy\":{\"id\":\"34607\"}},\"id\":\"34581\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"32490\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"32501\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"32498\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis\":{\"id\":\"32500\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"32503\",\"type\":\"Grid\"},{\"attributes\":{\"axis\":{\"id\":\"32504\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"32507\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"32505\",\"type\":\"BasicTicker\"},{\"attributes\":{\"below\":[{\"id\":\"32533\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"32536\"},{\"id\":\"32540\"}],\"height\":40,\"left\":[{\"id\":\"32537\"}],\"outline_line_width\":0,\"title\":{\"id\":\"32523\"},\"toolbar\":{\"id\":\"32548\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"32525\"},\"x_scale\":{\"id\":\"32529\"},\"y_range\":{\"id\":\"32527\"},\"y_scale\":{\"id\":\"32531\"}},\"id\":\"32522\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"32509\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"32508\",\"type\":\"PanTool\"},{\"attributes\":{\"overlay\":{\"id\":\"32514\"}},\"id\":\"32510\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"32511\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"32512\",\"type\":\"ResetTool\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"32514\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"tools\":[{\"id\":\"32508\"},{\"id\":\"32509\"},{\"id\":\"32510\"},{\"id\":\"32511\"},{\"id\":\"32512\"},{\"id\":\"32513\"}]},\"id\":\"32515\",\"type\":\"Toolbar\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"LGMjwRTq3D9pUrQOhkPaP7dUp/X51tg/KJ0umrq92D+WkJb80FXXP2pyxth3WdY/z6lTcWQU1z9u6/jKyRLYP4UXDz5+K9o/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"29148\"},\"selection_policy\":{\"id\":\"29147\"}},\"id\":\"29113\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"34582\",\"type\":\"Line\"},{\"attributes\":{\"tools\":[{\"id\":\"32574\"},{\"id\":\"32575\"},{\"id\":\"32576\"},{\"id\":\"32577\"},{\"id\":\"32578\"},{\"id\":\"32579\"}]},\"id\":\"32581\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29114\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"29115\",\"type\":\"Line\"}],\"root_ids\":[\"36121\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.3\"}};\n const render_items = [{\"docid\":\"9fa024e3-c380-4f0e-a21c-c700e39475b7\",\"root_ids\":[\"36121\"],\"roots\":{\"36121\":\"6f2ab8eb-87eb-4dc5-9fe2-c12356a81ee0\"}}];\n root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n }\n if (root.Bokeh !== undefined) {\n embed_document(root);\n } else {\n let attempts = 0;\n const timer = setInterval(function(root) {\n if (root.Bokeh !== undefined) {\n clearInterval(timer);\n embed_document(root);\n } else {\n attempts++;\n if (attempts > 100) {\n clearInterval(timer);\n console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n }\n }\n }, 10, root)\n }\n})(window);", + "application/javascript": "(function(root) {\n function embed_document(root) {\n const docs_json = {\"8bb778b3-a01b-4706-970f-c56b07ec8dbd\":{\"defs\":[],\"roots\":{\"references\":[{\"attributes\":{\"sizing_mode\":\"scale_both\",\"tabs\":[{\"id\":\"2552\"},{\"id\":\"3146\"},{\"id\":\"3740\"},{\"id\":\"4334\"},{\"id\":\"4928\"},{\"id\":\"5470\"},{\"id\":\"5824\"},{\"id\":\"6418\"},{\"id\":\"7012\"},{\"id\":\"7606\"},{\"id\":\"8200\"},{\"id\":\"8794\"},{\"id\":\"9388\"},{\"id\":\"9982\"},{\"id\":\"10576\"}]},\"id\":\"10577\",\"type\":\"Tabs\"},{\"attributes\":{},\"id\":\"4647\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"4648\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2488\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"4971\",\"type\":\"AllLabels\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2287\"},\"glyph\":{\"id\":\"2288\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2290\"},\"nonselection_glyph\":{\"id\":\"2289\"},\"view\":{\"id\":\"2292\"}},\"id\":\"2291\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"2287\"}},\"id\":\"2292\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"5472\",\"type\":\"DataRange1d\"},{\"attributes\":{\"axis\":{\"id\":\"5480\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"5483\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"2318\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2290\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"d2F+q8q45T8Eo5FlbxXmP5CKuvpTa+c//fyeYKgM5z+VfryL9+LlPxMSFuVcbOU/jTfdwMhA4z9PeyTXJT3kP56EQp/TvuM/n9uZLPfW4j8I7lpkODfiP1WPYjIeKeE/MMOdb+GQ3j9J7tG9jRHgP3Vt7KVD2do/T3FJpx9K3T+cBjZfDhbgP64uJml9TeA/obRLa1iK4D8ecI4B/SnhP1trFRS5euE/SIFRU4a54j8MMlqiFAHiP2OBJeRUtOE/3Qa972hZ4T9LiBF144nhP9VIuLDDbuE/6Q0IHXCv4T+IUaTMn5HhPzUpjy1vgOE/vqOS6iwz4T8Q3aNOvYfhPzbeSTZ1SuI/9zOfrfF64z9E59elNaXjP1xfJ5l4Z+I/0Mbp6uSY4D9T51UcOCHhPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"2318\"},\"selection_policy\":{\"id\":\"2317\"}},\"id\":\"2287\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"ZGaJQhYw4z9EtRos1iHjPy7f5IQtXOM/uVYTO46B4j/vqfGNeW7hP9COimQLdOA/6N4g+q694D+slimPSbPhP1BcwP2YMuI/qSNc45u84j9Hja0S89fiP78EQucWm+M/dx0bLG9a4z+xoMfd1KjjP10htYel/+I/zF0Wb8zk4z+y6FjM0lDjP3vStPPWjuI/aOj4191q4j8JR1zdrlzjP5Bo72qH1+I/oAqFoujq4j/GkiDvAKziPwcvCEtZ2eM/lSNDCVcR5T89Lc3JBz/mPzixmnp9iuU//8xoyJj55T+3rziCOOXlP3c4HKx19uQ/dQM6RTFW5D+d9yXOVKDkP6mRxCGVFuQ/huQ4usma4z9dMSLgFdzjPytdZsrqvuM/eCOh3Pc75D+PBBOyY3DjPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"4976\"},\"selection_policy\":{\"id\":\"4975\"}},\"id\":\"4961\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"2291\"}]},\"id\":\"2332\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"10024\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2289\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"10025\",\"type\":\"AllLabels\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"2337\"}]},\"id\":\"2380\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"4663\"}},\"id\":\"4668\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2317\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"8428\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"5832\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4663\"},\"glyph\":{\"id\":\"4664\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4666\"},\"nonselection_glyph\":{\"id\":\"4665\"},\"view\":{\"id\":\"4668\"}},\"id\":\"4667\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"10027\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"4952\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"10028\",\"type\":\"AllLabels\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4961\"},\"glyph\":{\"id\":\"4962\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4964\"},\"nonselection_glyph\":{\"id\":\"4963\"},\"view\":{\"id\":\"4966\"}},\"id\":\"4965\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4666\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"ZpXCeW9L5j/0Cqq8ZtTmPzxamAXz7eg/4BWo0JTB6T953O4L0u7oP+C9Oh/2/eY/aG/K5g915z8sb5e8yBnoPxZg3Z4Wq+c/NjdqVPoe5z87VyPkA4nmPx7GXu8bI+Y/bDv3zDQC5T9dNFvIe53kP8JwOwO2tuM/rAf8RJeK5T+Y9VrmppDkP/MqTin0HuI/t/As4/XW4D8hSHEyjj3iP9RiqEQSw+E/MV8//rh84j8g/ZW6tnjgPx7s7MVVqOA/vEFM6Xru4j/U5iew/zDkPzpIisYp4uQ/UD50oTdm5T/ncL3VUf3jPzfFFEju6+Q/2D31n6i45T9Ki4raDhjkP+asoqCLNuM/W/hfqz004j9ptPFUvdbhP2e2tZsKVuI/Ri25P3hf4T+kJTyOgMzhPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"4694\"},\"selection_policy\":{\"id\":\"4693\"}},\"id\":\"4663\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"4667\"}]},\"id\":\"4708\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"4961\"}},\"id\":\"4966\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4665\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"10029\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"4713\"}]},\"id\":\"4756\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"4693\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"4970\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"10030\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"4694\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2333\"},\"glyph\":{\"id\":\"2334\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2336\"},\"nonselection_glyph\":{\"id\":\"2335\"},\"view\":{\"id\":\"2338\"}},\"id\":\"2337\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"2333\"}},\"id\":\"2338\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2334\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"4951\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"2366\",\"type\":\"Selection\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"10032\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"5830\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2336\",\"type\":\"Line\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"10033\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"vNlukX5k3z/1aq5tX3LeP/22/dUyWN4/SM6uuSZ/2j9DmIajyTPXP/HOFI+HrNQ/2ZCRAjar0z99rf16pF/UPyvbbVosANg/FTzmZ7u91z8l/O2KqfzZPzXHMBeMCt0/qdc8QFW64D9AElT9jADjP7FNVk8ysOI/J5cYT/n/4T+JLw0/pOriP5Gh30JIDOI/IVPgCH+t4D9cxK1WOfzdP4DK6Yr+stw/hT6klzJj3T9VHmOYEx/dPwER/r2hOts/M+RnJVXW3D8kRW0UaU/eP3WdSm1B5t8/RZYyhq6P4D/jFRQlOq3hPzsdM8sopOE/4rNrqu7L4j98JgpKZTLiP74OSvzc8uM/zRz/bbSX5D+JCzANQMHiP0aDdenZCOE/jRlaH4+A4D93TS6x2ljgPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"2366\"},\"selection_policy\":{\"id\":\"2365\"}},\"id\":\"2333\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"10039\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4964\",\"type\":\"Line\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"10037\",\"type\":\"DaysTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4963\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"10043\",\"type\":\"YearsTicker\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"4965\"}]},\"id\":\"4990\",\"type\":\"LegendItem\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"10034\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"10035\",\"type\":\"DaysTicker\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"10036\",\"type\":\"DaysTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2335\",\"type\":\"Line\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"10038\",\"type\":\"DaysTicker\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"2385\"}]},\"id\":\"2430\",\"type\":\"LegendItem\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"10042\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"10040\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"children\":[{\"id\":\"5403\"},{\"id\":\"4929\"},{\"id\":\"5436\"}]},\"id\":\"5469\",\"type\":\"Column\"},{\"attributes\":{\"source\":{\"id\":\"4709\"}},\"id\":\"4714\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2365\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"10041\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"4950\",\"type\":\"ResetTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4709\"},\"glyph\":{\"id\":\"4710\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4712\"},\"nonselection_glyph\":{\"id\":\"4711\"},\"view\":{\"id\":\"4714\"}},\"id\":\"4713\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4710\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4712\",\"type\":\"Line\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"5520\"},{\"id\":\"5521\"},{\"id\":\"5522\"},{\"id\":\"5523\"},{\"id\":\"5524\"},{\"id\":\"5525\"},{\"id\":\"5526\"},{\"id\":\"5527\"},{\"id\":\"5528\"},{\"id\":\"5529\"},{\"id\":\"5530\"},{\"id\":\"5531\"}]},\"id\":\"5481\",\"type\":\"DatetimeTicker\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"Totr2TQz1j8GtIU4vljRP5huUZ1nO88/SjrnUVfcxj8+yiJvj/q9PzHnsSEfSsE/VsFbEVe0xT9to9i0i5HKP3LoqaI9IdQ/dxVKJB941z9gN98HHVjcP8v2qdQoYOA/wq/gCrNC4D8VmSH3pXHgP1eYCcg9X+A/2EedLXak4D/A+BWlzFHiPyjV50UjIeE/CrlVINV84D/fn6T9wSfgPwhnH+5Lj98/r+Se0dtx4D/UQCdVk0feP7qrqFQo7t4/aNQColff4D/4GVdvPcfgP4KO0fvDL+I/tlGnpKUW4z9klwtFOTvjPzzSULQEZ+M/F3j2IwYO4D8cn0OEP03gP3wbWGeL/98/NDuHqtHw3j+6TqxGbhXeP/MQsjRSvt4/NV6P+KVx3T/t7FzKcDPgPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"4742\"},\"selection_policy\":{\"id\":\"4741\"}},\"id\":\"4709\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4711\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"4761\"}]},\"id\":\"4806\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"4741\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"4742\",\"type\":\"Selection\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"8533\"}]},\"id\":\"8574\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2381\"},\"glyph\":{\"id\":\"2382\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2384\"},\"nonselection_glyph\":{\"id\":\"2383\"},\"view\":{\"id\":\"2386\"}},\"id\":\"2385\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"2381\"}},\"id\":\"2386\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2382\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2416\",\"type\":\"Selection\"},{\"attributes\":{\"tools\":[{\"id\":\"4946\"},{\"id\":\"4947\"},{\"id\":\"4948\"},{\"id\":\"4949\"},{\"id\":\"4950\"},{\"id\":\"4951\"}]},\"id\":\"4953\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2384\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"oYRKJruw2T+FoA8nhd7TPwE9s42nCdM/RBjWGUGC0D9fx66lBmbRPyQUNhKMcdE/ZEvZ5MCk1T+nnlGzH6jWP1XImGdck9k/EJgzzzmW3D+jpQOjSpfcP9EuTr/sft8/76d13yo/4D94mNlCSBPeP3AtHZLlQ9w/nda28IPC3T/LdQkNg0naPyQ8oI9uQtk/jdoPchmY1z+NH9LSirfXPzc5d6JQX9g/+8ccGeso3j+RXhWdZDPfP2sBzWFZpN8/aWjYCHxZ4T92YjkzlEHhP9AjaRv5UeI/PBVLxh0V4z/c0O8o7NzgP8TaPA86TeA/OQCup/qa4D8yIeD8JC3gP+tNp0bWX+A/QPgB6HJ73z/ASe9dxz7fP1ATKXCt6uA/9cb0F9Mm3z8wHSEydJHgPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"2416\"},\"selection_policy\":{\"id\":\"2415\"}},\"id\":\"2381\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4962\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"4970\"},\"group\":null,\"major_label_policy\":{\"id\":\"4971\"},\"ticker\":{\"id\":\"4943\"}},\"id\":\"4942\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2383\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"4973\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"2435\"}]},\"id\":\"2482\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"4974\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"2415\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"4757\"}},\"id\":\"4762\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4757\"},\"glyph\":{\"id\":\"4758\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4760\"},\"nonselection_glyph\":{\"id\":\"4759\"},\"view\":{\"id\":\"4762\"}},\"id\":\"4761\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"10045\"}},\"id\":\"10050\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4758\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"10049\"}]},\"id\":\"10076\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"4975\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4760\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"4976\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"10045\"},\"glyph\":{\"id\":\"10046\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"10048\"},\"nonselection_glyph\":{\"id\":\"10047\"},\"view\":{\"id\":\"10050\"}},\"id\":\"10049\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"nq/EyfoQ1z+OXHogfMzUP46NqFQKrtE/uALqJLFtzj+S2Ai65R3MPyaVO2FAcMg/QuPazpKEzD//PKty2aTQP7AtMHmE2dM/tAIgisJx1j8OT4LEw4faPxkfnIMCOdw/Cs9h56AH3T9E1Hlq3oPdP+CMI6Xufd8/q4xxwvbJ4T9Kve3p5YfhPyoxvMW+7N0/M4yPKq1Y3T9yERlpZy7dPzSknKYRbd0/zjPJki5m2z8nJdMn5LDXP3aBdcdRktc/dWNCK7bT2j9RHGuz5WfaPzwVMCO7O9o/OtMazd832j+iq0/B7qncP8bUNfeOHd0/tFPAfvSi4D/XT2bNa2PgP6YQA/xbReE/9iz8ed5Y4T+s0E09hO3gP+bb24lITd8/Aic1gbgD3j+uIxM/V7zZPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"4792\"},\"selection_policy\":{\"id\":\"4791\"}},\"id\":\"4757\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"10062\",\"type\":\"Selection\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"4978\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10046\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4759\",\"type\":\"Line\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"4979\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"4811\"}]},\"id\":\"4858\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10048\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"4791\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"4985\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"jxGhMTTe2z/bVwEjPpjbP1VeAiM2wNs/TPD8KD5C3j9QX3IClobePzoYjWtLqOA/7aoqQPMY4T/ZuF4KkdbhP2+WRgiLDeI/KY38qUcd4j9Z8TzB9SLiP3zCOjjIeOE/V+IQAlr54D8Rl1voBuPgP1ejcAOi3eA/+3IFylje4D9M9UlCPnjgP/17HvuYXuA/43O54jp04T+Q8XRqVdrhP9Q8KoSo8OE/D6CXKnV64T/8vgiTtxXgPyNtvb1KYN4/QRbtf1XR3T9Lzuy+rJLdP1Xaf3s7S90/7cEIRHUx3D9wFf1RBOfcP02MH5Iii+A/uRdTcCpw4j9PDyk8mIrhP0JqED54PuE/OPo/S1J74T+5812SjZfhP7nzXZKNl+E/IDs6LPHA4D9FKQqrIM7ePw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"10062\"},\"selection_policy\":{\"id\":\"10061\"}},\"id\":\"10045\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"4983\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"4792\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"4989\",\"type\":\"YearsTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2431\"},\"glyph\":{\"id\":\"2432\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2434\"},\"nonselection_glyph\":{\"id\":\"2433\"},\"view\":{\"id\":\"2436\"}},\"id\":\"2435\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"4980\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"4981\",\"type\":\"DaysTicker\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"4982\",\"type\":\"DaysTicker\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"4984\",\"type\":\"DaysTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10047\",\"type\":\"Line\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"4988\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"source\":{\"id\":\"2431\"}},\"id\":\"2436\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"xktorksV4D9CCJFpahfiP8NMvC3e5eA/gJV6Rmtw4T+Qf8cdB7jgP5PNwRQpFeI/TchoqWTG4j+H3IwMzx3jP2YJMRYVfeI/3pvbUhSI4z8hUx06h/3iPwhLJrZpROI/PgOVYn9S4j/5/YIHAJXhP06D3wzvb98/xGUbQcqo3D8Aj0D5cdvePwCPQPlx294/ogohB/jT2z80/k7AiP3YPwU58SjtMNg/zOAvQWIa2T9zMTIS3lraP3fqjZOO7dg/83sKxagC2j9JWF1nazfbP0lYXWdrN9s/8jpWZPJu3T94Ms3WkyfcP+7fqzDHZds/sRVCu4tk3j81hMWJcU/dP0hgaLZy/94/7vIzUSPx4D8egOUsZazgPyaKMPk3U+E/4sIoOJxx3z86wi1EJrbZPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"10096\"},\"selection_policy\":{\"id\":\"10095\"}},\"id\":\"10077\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"4986\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"10061\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2432\",\"type\":\"Line\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"4987\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"2468\",\"type\":\"Selection\"},{\"attributes\":{\"child\":{\"id\":\"2551\"},\"title\":\"Chaouia - ouardigha\"},\"id\":\"2552\",\"type\":\"Panel\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2434\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"m5ChSkAc4D9OH2goFm3gP0h70Ggux90/IJisDS/P2z8HUyDwTwLcP2+JyFK1c9o/B69AZVRz2D+9p21Ry8vXPwj/Eq79mtc/MWwKAHDB2D9Fzg2wePXZP4Ht5r9eS9k/GDeSQNSJ2T8n7U+Du23bP2iWFzYpuNw/RQS5g3Qn3j9p1XiWx/bfP3vO7+TjeOA/6iPvC5SL4D/VMQB8d4DgP+WBnz3P598/0X/XnlaG3j98nnYeJm7dP6/9Tda0K90/Q9MMEmmu3T859a0ihK/fP+H+pOyVY+A/4zXea6bK4D8t94CMuDzhP3HrgVyzM+I/c4DyOLzp4T8wLCGKM4HhP3+i9wAt3d8/cgoUhmB14D/sZnTk8cjgPycBaWblNeA/WJYZxNYp3z/AfjDagAzdPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"2468\"},\"selection_policy\":{\"id\":\"2467\"}},\"id\":\"2431\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"2614\"},{\"id\":\"2646\"},{\"id\":\"2680\"},{\"id\":\"2716\"},{\"id\":\"2754\"},{\"id\":\"2794\"},{\"id\":\"2836\"},{\"id\":\"2880\"},{\"id\":\"2926\"},{\"id\":\"2974\"},{\"id\":\"3024\"},{\"id\":\"3076\"}]},\"id\":\"2584\",\"type\":\"Legend\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"5532\"},{\"id\":\"5564\"},{\"id\":\"5598\"},{\"id\":\"5634\"},{\"id\":\"5672\"},{\"id\":\"5712\"},{\"id\":\"5754\"}]},\"id\":\"5502\",\"type\":\"Legend\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2433\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2490\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"4864\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"2467\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"4807\"}},\"id\":\"4812\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"4947\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4807\"},\"glyph\":{\"id\":\"4808\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4810\"},\"nonselection_glyph\":{\"id\":\"4809\"},\"view\":{\"id\":\"4812\"}},\"id\":\"4811\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"4949\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"10096\",\"type\":\"Selection\"},{\"attributes\":{\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4808\",\"type\":\"Line\"},{\"attributes\":{\"child\":{\"id\":\"4927\"},\"title\":\"Grand casablanca\"},\"id\":\"4928\",\"type\":\"Panel\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4810\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"10081\"}]},\"id\":\"10110\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"GDuHMbTU4T8sGLIIC43hP+7cEaDYCOE/NI410SuM3j8xe6/ZiqDdP+e5r1dZE9s/kZZ1ymsi2j8QZwFFLsDdPyJTOOi9pto/ozWjjAym2j/+whV9DnrdP/43NvDrPN0/rBdcRuRc3T9yXimpL5ndPzY6rbe9utw/BGubtj6s4D8u/kEC8t3gP4+QQaKThOA/RLQVrlk73z907ZrJDJ/fPxP5GxJrgt8/sk+uV5o83T/WQktlAHTcPwKPB+OyoNo/KYI1X5yQ2z8DEuPEaWfcP3rR6dsb0ts/ZSzpnKj82j/Yjh763S3dP+ijnaLGctk/uN3ehf3s3D/KXs8+I7bZP3UQI+x4Vtg/ksOBnYGi2D9zNfV5DhbYP6CYQF0qFNc/xJ2LlarM2j+CU7b+eYzaPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"4844\"},\"selection_policy\":{\"id\":\"4843\"}},\"id\":\"4807\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10078\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"4946\",\"type\":\"PanTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"10077\"},\"glyph\":{\"id\":\"10078\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"10080\"},\"nonselection_glyph\":{\"id\":\"10079\"},\"view\":{\"id\":\"10082\"}},\"id\":\"10081\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"4943\",\"type\":\"BasicTicker\"},{\"attributes\":{\"axis\":{\"id\":\"4942\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"4945\",\"type\":\"Grid\"},{\"attributes\":{\"overlay\":{\"id\":\"4952\"}},\"id\":\"4948\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"source\":{\"id\":\"10077\"}},\"id\":\"10082\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4809\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2523\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"4866\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"4843\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2492\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"4844\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"2483\",\"type\":\"Title\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10080\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10684\"},\"group\":null,\"major_label_policy\":{\"id\":\"10685\"},\"ticker\":{\"id\":\"2501\"}},\"id\":\"2500\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10079\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"10115\"}]},\"id\":\"10146\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"2521\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"10095\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10687\"},\"group\":null,\"major_label_policy\":{\"id\":\"10688\"},\"ticker\":{\"id\":\"2497\"}},\"id\":\"2496\",\"type\":\"LinearAxis\"},{\"attributes\":{\"below\":[{\"id\":\"5480\"}],\"center\":[{\"id\":\"5483\"},{\"id\":\"5487\"}],\"height\":400,\"left\":[{\"id\":\"5484\"}],\"renderers\":[{\"id\":\"5507\"},{\"id\":\"5537\"},{\"id\":\"5569\"},{\"id\":\"5603\"},{\"id\":\"5639\"},{\"id\":\"5677\"},{\"id\":\"5717\"}],\"right\":[{\"id\":\"5502\"}],\"title\":{\"id\":\"5755\"},\"toolbar\":{\"id\":\"5495\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"5472\"},\"x_scale\":{\"id\":\"5476\"},\"y_range\":{\"id\":\"5474\"},\"y_scale\":{\"id\":\"5478\"}},\"id\":\"5471\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"2509\",\"type\":\"HelpTool\"},{\"attributes\":{\"below\":[{\"id\":\"2496\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"2499\"},{\"id\":\"2503\"}],\"height\":40,\"left\":[{\"id\":\"2500\"}],\"outline_line_width\":0,\"title\":{\"id\":\"2486\"},\"toolbar\":{\"id\":\"2511\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"2488\"},\"x_scale\":{\"id\":\"2492\"},\"y_range\":{\"id\":\"2490\"},\"y_scale\":{\"id\":\"2494\"}},\"id\":\"2485\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"5515\"},\"group\":null,\"major_label_policy\":{\"id\":\"5516\"},\"ticker\":{\"id\":\"5481\"}},\"id\":\"5480\",\"type\":\"DatetimeAxis\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"2486\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"2497\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"2494\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"5478\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis\":{\"id\":\"2496\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"2499\",\"type\":\"Grid\"},{\"attributes\":{\"source\":{\"id\":\"4991\"}},\"id\":\"4996\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"4995\"}]},\"id\":\"5022\",\"type\":\"LegendItem\"},{\"attributes\":{\"axis\":{\"id\":\"2500\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"2503\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"2501\",\"type\":\"BasicTicker\"},{\"attributes\":{\"below\":[{\"id\":\"2529\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"2532\"},{\"id\":\"2536\"}],\"height\":40,\"left\":[{\"id\":\"2533\"}],\"outline_line_width\":0,\"title\":{\"id\":\"2519\"},\"toolbar\":{\"id\":\"2544\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"2521\"},\"x_scale\":{\"id\":\"2525\"},\"y_range\":{\"id\":\"2523\"},\"y_scale\":{\"id\":\"2527\"}},\"id\":\"2518\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4991\"},\"glyph\":{\"id\":\"4992\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4994\"},\"nonselection_glyph\":{\"id\":\"4993\"},\"view\":{\"id\":\"4996\"}},\"id\":\"4995\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2505\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"2504\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"5008\",\"type\":\"Selection\"},{\"attributes\":{\"overlay\":{\"id\":\"2510\"}},\"id\":\"2506\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"2507\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"4899\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"2508\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4992\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"4868\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4994\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"4859\",\"type\":\"Title\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"5GVkerX23z9ez1nSa/DcP2DPWdJr8Nw/YM9Z0mvw3D9gz1nSa/DcP9o4Tyoi6tk/3zhPKiLq2T9gz1nSa/DcP2LPWdJr8Nw/5GVkerX23z80fjeRf37hPzR+N5F/fuE/NH43kX9+4T80fjeRf37hP+RlZHq19t8/NH43kX9+4T/kZWR6tfbfP+RlZHq19t8/6GVkerX23z/kZWR6tfbfP+RlZHq19t8/5GVkerX23z9iz1nSa/DcP17PWdJr8Nw/3DhPKiLq2T8UdQ9RFv7cPxB1D1EW/tw/EHUPURb+3D8UdQ9RFv7cPxB1D1EW/tw/zAWN/C8C4D8OUZLQVIXhP+ZlZHq19t8/5GVkerX23z/kZWR6tfbfP+ZlZHq19t8/5GVkerX23z9gz1nSa/DcPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"5008\"},\"selection_policy\":{\"id\":\"5007\"}},\"id\":\"4991\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"2510\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10699\"},\"group\":null,\"major_label_policy\":{\"id\":\"10700\"},\"ticker\":{\"id\":\"2530\"}},\"id\":\"2529\",\"type\":\"LinearAxis\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10756\"},\"group\":null,\"major_label_policy\":{\"id\":\"10757\"},\"ticker\":{\"id\":\"4877\"}},\"id\":\"4876\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"2525\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"4897\",\"type\":\"DataRange1d\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10759\"},\"group\":null,\"major_label_policy\":{\"id\":\"10760\"},\"ticker\":{\"id\":\"4873\"}},\"id\":\"4872\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4993\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"4885\",\"type\":\"HelpTool\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"5027\"}]},\"id\":\"5056\",\"type\":\"LegendItem\"},{\"attributes\":{\"below\":[{\"id\":\"4872\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"4875\"},{\"id\":\"4879\"}],\"height\":40,\"left\":[{\"id\":\"4876\"}],\"outline_line_width\":0,\"title\":{\"id\":\"4862\"},\"toolbar\":{\"id\":\"4887\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"4864\"},\"x_scale\":{\"id\":\"4868\"},\"y_range\":{\"id\":\"4866\"},\"y_scale\":{\"id\":\"4870\"}},\"id\":\"4861\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"source\":{\"id\":\"2585\"}},\"id\":\"2590\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"10111\"}},\"id\":\"10116\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"5007\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"4862\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"4873\",\"type\":\"BasicTicker\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10696\"},\"group\":null,\"major_label_policy\":{\"id\":\"10697\"},\"ticker\":{\"id\":\"2534\"}},\"id\":\"2533\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"4870\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis\":{\"id\":\"4872\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"4875\",\"type\":\"Grid\"},{\"attributes\":{\"tools\":[{\"id\":\"2504\"},{\"id\":\"2505\"},{\"id\":\"2506\"},{\"id\":\"2507\"},{\"id\":\"2508\"},{\"id\":\"2509\"}]},\"id\":\"2511\",\"type\":\"Toolbar\"},{\"attributes\":{\"axis\":{\"id\":\"4876\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"4879\",\"type\":\"Grid\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"10111\"},\"glyph\":{\"id\":\"10112\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"10114\"},\"nonselection_glyph\":{\"id\":\"10113\"},\"view\":{\"id\":\"10116\"}},\"id\":\"10115\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"2519\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"4877\",\"type\":\"BasicTicker\"},{\"attributes\":{\"below\":[{\"id\":\"4905\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"4908\"},{\"id\":\"4912\"}],\"height\":40,\"left\":[{\"id\":\"4909\"}],\"outline_line_width\":0,\"title\":{\"id\":\"4895\"},\"toolbar\":{\"id\":\"4920\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"4897\"},\"x_scale\":{\"id\":\"4901\"},\"y_range\":{\"id\":\"4899\"},\"y_scale\":{\"id\":\"4903\"}},\"id\":\"4894\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10112\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"4881\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"2542\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"4880\",\"type\":\"PanTool\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"4391\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"overlay\":{\"id\":\"4886\"}},\"id\":\"4882\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10114\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"4883\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"2530\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"4884\",\"type\":\"ResetTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"2dGe6d4/4j8s1nnQ40PgP1z/UYL6yeA/o1w50sU+3z9Q+bMpI3bcP08ClXuDVdw/l1DPGrVj2j+8R9p62BTaP+fWu86LN9o/QDtMDpMs2j+nG41OBbLaP9VTzQLco9o/a9J6q7Xm3D9trM7flrjdPwXUIdjUMN4/IUkOj5oJ3z8oVBQU6SzfP73i1RKqZuA/t6SfNdnL4D+Q7AM7YU3fPwXzOEMr294/T7pYOVbG3T/obWQuHlXfPz1gzJcdYuA/+O7lCSRN3j9LnXDUZ4XcPwVsiOMYqds/q45a06mV2j/1hs1Vn1zaP9dgB27vo9o/C458a90e1z9b+tX41QvXPwAj6058RtY/eYYJfwk51z8gBSDnnr3ZPxgAT5W4ANk/WXg9S2Av2D8cemcSDNXZPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"10132\"},\"selection_policy\":{\"id\":\"10131\"}},\"id\":\"10111\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2527\",\"type\":\"LinearScale\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"4389\",\"type\":\"DaysTicker\"},{\"attributes\":{\"axis\":{\"id\":\"2529\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"2532\",\"type\":\"Grid\"},{\"attributes\":{\"axis\":{\"id\":\"2533\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"2536\",\"type\":\"Grid\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"4886\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"2534\",\"type\":\"BasicTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10113\",\"type\":\"Line\"},{\"attributes\":{\"axis\":{\"id\":\"4344\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"4347\",\"type\":\"Grid\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10771\"},\"group\":null,\"major_label_policy\":{\"id\":\"10772\"},\"ticker\":{\"id\":\"4906\"}},\"id\":\"4905\",\"type\":\"LinearAxis\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"10147\"},\"glyph\":{\"id\":\"10148\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"10150\"},\"nonselection_glyph\":{\"id\":\"10149\"},\"view\":{\"id\":\"10152\"}},\"id\":\"10151\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"4901\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"10131\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2538\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"2537\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"10132\",\"type\":\"Selection\"},{\"attributes\":{\"overlay\":{\"id\":\"2543\"}},\"id\":\"2539\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5023\"},\"glyph\":{\"id\":\"5024\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5026\"},\"nonselection_glyph\":{\"id\":\"5025\"},\"view\":{\"id\":\"5028\"}},\"id\":\"5027\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2540\",\"type\":\"SaveTool\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"4919\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"2541\",\"type\":\"ResetTool\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"4895\",\"type\":\"Title\"},{\"attributes\":{\"axis\":{\"id\":\"4909\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"4912\",\"type\":\"Grid\"},{\"attributes\":{\"source\":{\"id\":\"5023\"}},\"id\":\"5028\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"4914\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5024\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"4910\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"4913\",\"type\":\"PanTool\"},{\"attributes\":{\"overlay\":{\"id\":\"4919\"}},\"id\":\"4915\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"2543\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"4916\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"5042\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2554\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5026\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"Pb1fIGew2j86vV8gZ7DaP9JWJXs/T+A/0VYlez9P4D/UG3sl8JPaPwDdGbGwYuA/AN0ZsbBi4D+YUeE1anvjP38aSZ6xgOY/M2u7G+2O5j8aNCOENJTpPxo0I4Q0lOk/BeXG5Xt75j9QDYYlZ4zpP7iYvqCtc+Y/uZi+oK1z5j8bsc7OA4HmPxuxzs4DgeY/TynEuQ946T828isiV33sP+rJbOJrbOk/6sls4mts6T8DAQV6JGfmP6Do9EvOWeY/uB+N44ZU4z+Gp5f4el3gPz29XyBnsNo/hqeX+Hpd4D+Gp5f4el3gP5r285YzduM/mvbzljN24z+Dv1v/envmP2mIw2fCgOk/UFEr0AmG7D9RUSvQCYbsPzgakzhRi+8/uj/+HlKL7z/Tdpa2CobsPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"5042\"},\"selection_policy\":{\"id\":\"5041\"}},\"id\":\"5023\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"axis\":{\"id\":\"4905\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"4908\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"4903\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"4906\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"3150\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5025\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10150\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"2589\"}]},\"id\":\"2614\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5058\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2586\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"5041\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"4918\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"4917\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2587\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"10936\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"10151\"}]},\"id\":\"10184\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"10147\"}},\"id\":\"10152\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8576\",\"type\":\"Line\"},{\"attributes\":{\"tools\":[{\"id\":\"4913\"},{\"id\":\"4914\"},{\"id\":\"4915\"},{\"id\":\"4916\"},{\"id\":\"4917\"},{\"id\":\"4918\"}]},\"id\":\"4920\",\"type\":\"Toolbar\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2585\"},\"glyph\":{\"id\":\"2586\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2588\"},\"nonselection_glyph\":{\"id\":\"2587\"},\"view\":{\"id\":\"2590\"}},\"id\":\"2589\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10148\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2588\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10149\",\"type\":\"Line\"},{\"attributes\":{\"tools\":[{\"id\":\"4880\"},{\"id\":\"4881\"},{\"id\":\"4882\"},{\"id\":\"4883\"},{\"id\":\"4884\"},{\"id\":\"4885\"}]},\"id\":\"4887\",\"type\":\"Toolbar\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"YK0I1d/G2j/LX+YEpZTcP1vZU9zAKNw/VA9bBuBn2z9N6POsP3PaP8Eg2uu81No/AKkCSPi/2D9A6RL0DLvWP6ShjBAKkdU/g2pRgVjI1T8AurkGtefVP6Qt9DBKQtU/WbNaHWAq1j/dkYWZUkDWP1eyAKvr19g/+85Y12D42j9j6aU0k8zbPxtkZJmlxt4/T6hZKeOD3D8VZ1G7jJLcP4jjJ8EyId8/1AgFqkyb2z/jCeaHhNzZP/Tbw6wvgtk/W5ljUDde1z8fyxiSdXXYPyMPS2olhNg/BBh+REOk1T9YqARo7FTXP1VBSZWKOdY/09JQqpdv2D8b3OJX6gnYP3fWngSTz9c/cJJsLOPA1z+4ZpbYRtLYP/td1kIUF9g/vV0LPY0w2j/F39ilooDXPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"10170\"},\"selection_policy\":{\"id\":\"10169\"}},\"id\":\"10147\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"below\":[{\"id\":\"2562\"}],\"center\":[{\"id\":\"2565\"},{\"id\":\"2569\"}],\"height\":400,\"left\":[{\"id\":\"2566\"}],\"renderers\":[{\"id\":\"2589\"},{\"id\":\"2619\"},{\"id\":\"2651\"},{\"id\":\"2685\"},{\"id\":\"2721\"},{\"id\":\"2759\"},{\"id\":\"2799\"},{\"id\":\"2841\"},{\"id\":\"2885\"},{\"id\":\"2931\"},{\"id\":\"2979\"},{\"id\":\"3029\"}],\"right\":[{\"id\":\"2584\"}],\"title\":{\"id\":\"3077\"},\"toolbar\":{\"id\":\"2577\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"2554\"},\"x_scale\":{\"id\":\"2558\"},\"y_range\":{\"id\":\"2556\"},\"y_scale\":{\"id\":\"2560\"}},\"id\":\"2553\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"tools\":[{\"id\":\"2537\"},{\"id\":\"2538\"},{\"id\":\"2539\"},{\"id\":\"2540\"},{\"id\":\"2541\"},{\"id\":\"2542\"}]},\"id\":\"2544\",\"type\":\"Toolbar\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10768\"},\"group\":null,\"major_label_policy\":{\"id\":\"10769\"},\"ticker\":{\"id\":\"4910\"}},\"id\":\"4909\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4430\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"7610\",\"type\":\"DataRange1d\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"6707\"}]},\"id\":\"6746\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"2071\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"2091\"}]},\"id\":\"2122\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"6481\"}},\"id\":\"6486\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2055\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"6485\"}]},\"id\":\"6512\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"4413\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"4414\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"8247\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"6703\"}},\"id\":\"6708\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6706\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"6481\"},\"glyph\":{\"id\":\"6482\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"6484\"},\"nonselection_glyph\":{\"id\":\"6483\"},\"view\":{\"id\":\"6486\"}},\"id\":\"6485\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"8248\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"6703\"},\"glyph\":{\"id\":\"6704\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"6706\"},\"nonselection_glyph\":{\"id\":\"6705\"},\"view\":{\"id\":\"6708\"}},\"id\":\"6707\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"2057\"}]},\"id\":\"2086\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"6498\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"FcXLLjg/2D/Y2kvjUV7ZP53wFc3dX9o/k/cV/7et2j+b/KPg6GzXPw1UKaOlodc/dxCS018e2j+tqRay9ynaPxsl6QcVzNs/jWI7pLjE2j/MTLvvnqXZP+SHQT8Mots/ODEbwWmr2z/L5uG6sSHbPyRfFwzT0ts/9M3EAZwR2T/ViQ6VI8/YP9WJDpUjz9g/JdmMoQ4N1j9gzzpXuPfVPzA+iWduA9g/n9Iq+px82D+d0ir6nHzYP03Qm8Q179k/5evyKsXq2z9/B0qRVObdP+fr8irF6ts/5x225Dlg2j+sJwgvkHXaP3k2iLHPRts/4BoxS0BL2T9J/9nksE/XP0hZfiLJGdY/FWj+pAjr1j9OVb2w23bUP4VUXmzBONQ/t0Xe6YFn0z+3Rd7pgWfTPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"2072\"},\"selection_policy\":{\"id\":\"2071\"}},\"id\":\"2053\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2056\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6482\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6705\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2072\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6484\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"6751\"}]},\"id\":\"6792\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"6731\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"Yz9No3cZ3z8r97U5u5LfP5Y999fHxdw/U20DX2WE3D/DFhVaw+HYP7gT1cCurtc/NG+/pYaz1z8E9PVVb1fXP0IPIcOuyNY/GP9WKazN1j+FarcVwxnXP9DVY7hdlNg/4MRprO1P2D+dxqnBDU3ZP9291+Sblts/Smv4mAL+2z+NT+d5QZXfP/PDjLlxwN4/so9+wCVz3T+93VzxIyDfPy6vBZT6ouA/TSSVqZX/3z+2BB1Yz5zgP1anVt/s1+A/baKxocU54j972qhVMlPjP8h+mmUMC+M/a74nkij54T+CuvKT0xjiP9goFs3ugeI/uzgPgQU64j8bAZYmMrrhP60J0hgl3+E/ebQFhOyK4j82gV4wb1jjP2UBiFWMIeM/w0/uLhDE4T9V/9Z5RnDgPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"6498\"},\"selection_policy\":{\"id\":\"6497\"}},\"id\":\"6481\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2558\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"6732\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"2053\"}},\"id\":\"2058\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6483\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"6517\"}]},\"id\":\"6546\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"6497\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2053\"},\"glyph\":{\"id\":\"2054\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2056\"},\"nonselection_glyph\":{\"id\":\"2055\"},\"view\":{\"id\":\"2058\"}},\"id\":\"2057\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"8251\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"8250\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"2186\",\"type\":\"Selection\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"8257\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"8255\",\"type\":\"DaysTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4429\"},\"glyph\":{\"id\":\"4430\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4432\"},\"nonselection_glyph\":{\"id\":\"4431\"},\"view\":{\"id\":\"4434\"}},\"id\":\"4433\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"8261\",\"type\":\"YearsTicker\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"8252\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"8253\",\"type\":\"DaysTicker\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"8254\",\"type\":\"DaysTicker\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"8256\",\"type\":\"DaysTicker\"},{\"attributes\":{\"source\":{\"id\":\"4429\"}},\"id\":\"4434\",\"type\":\"CDSView\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"8260\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"8258\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"8259\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"4448\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4432\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"3m4EKSWe4D/5eqParYnfP3Sz6LZmGd4/BNdkJKD42z/xaeuPIHTaPwxXtwXDN9o/PMHxbF572z8HtpdrIgPdP8hWlxKtL98/20xGHnhq4D/oXUVfvVLhPypBUIJYcOE/cjNCI4hT4T8OSBDX/9TgP4iiadwn2eE/PGCxgyXN4T8i+NZt1fzgP4cILeTtSOA/rprHR9Ki3j8O3+RBZ9XeP/hI9eLn1uA/6tSBbpSC3z++5i+eqFreP3dsEOCGaN4/0EsGe0VT3j/KhVMEZSDfP9wjdioGqd4/6S6mme3f3D+MBqqqi63bP+23zCK4XNs/XmTH2Yes2z/iiSOwQaPcP4yBjdO98N0/hbZHPziL3z+E0s2AUzPgP+w5r0tmSuA/DPrzXhe04D8Y2niPa2nfPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"4448\"},\"selection_policy\":{\"id\":\"4447\"}},\"id\":\"4429\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"6747\"}},\"id\":\"6752\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"4433\"}]},\"id\":\"4462\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"6513\"},\"glyph\":{\"id\":\"6514\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"6516\"},\"nonselection_glyph\":{\"id\":\"6515\"},\"view\":{\"id\":\"6518\"}},\"id\":\"6517\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"6747\"},\"glyph\":{\"id\":\"6748\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"6750\"},\"nonselection_glyph\":{\"id\":\"6749\"},\"view\":{\"id\":\"6752\"}},\"id\":\"6751\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4431\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"4467\"}]},\"id\":\"4498\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"6513\"}},\"id\":\"6518\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6748\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"4447\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6514\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6750\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"2xkZMWx55D/C+xNXwELkP5doDHZW9OQ/ioUBzvLr4z+NcuOt7fPgP7gnkiuq698/2MTYfJwL3z+SchpTsUDePyA94PrDyN4/Cqj/mOQY3D9TMYmFBjPdPwhd3IT10t4/WNCRdqA13T/OJ6UH1aXcP73mcdMziNw/2Eq+APOJ3z8t2iauHSrgP6IxOnTz698/Bp6z0lwh4D/GwgBABcDgPzzqYIcHHeA/LXUiqx1t3j/W0XuvCP3aP6atEzLy5ts/kKvzGjIc2j/DtL84XNjZP20ke3u06Ng/lv/38WOU1z8gE+9p3//YP/KX7I/osdk/RgiYHpkW2j92WI0R6LbZP1aeKy+tvdk/mX8ATNwY2D81kv4vODzYP1kE6n/NT9k/9QSzjzGJ2T9IoD/mO1TaPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"6778\"},\"selection_policy\":{\"id\":\"6777\"}},\"id\":\"6747\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"6532\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6516\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6749\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"JrFeJIhX3j8CG76N3QPePzUcfyfwYNw/Drizss0Y3j9A+zRccmPcP7bEVouwCNw/ojtrWXEs3T9rmAkT1ODcP9PlsibVbN4/dcRUA2SP3z+wCwLy48XdP/peNiKHl94/IB42KpvO3j+yKXxIJnXeP7tdhWuCot4/EjlmZalB4D/iSu4L8JDgP8Lr+lX2euA/+syL9Ozp3j/Qt7bbbYneP3ouCfC1xd4/M/Xpp3vo3j+wFjICk7naPxOvA1c8u9o/kgQNbKnm2j9dfxZQI3/cP8MMgo/539w/qj13UoRF3T9zEg+Vxu7bP0Ba+28XeN8/ogK83/BM3j99uEfrprXeP7bN1sr+ld4/894MTjRg3z895rzg7hjePxInEAWnEuA/u3I4kOzO3j+AkTxvzG/dPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"6532\"},\"selection_policy\":{\"id\":\"6531\"}},\"id\":\"6513\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"6797\"}]},\"id\":\"6840\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"6777\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"6778\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2087\"},\"glyph\":{\"id\":\"2088\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2090\"},\"nonselection_glyph\":{\"id\":\"2089\"},\"view\":{\"id\":\"2092\"}},\"id\":\"2091\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6515\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"6551\"}]},\"id\":\"6582\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"6531\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"2087\"}},\"id\":\"2092\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2088\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2108\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"4463\"}},\"id\":\"4468\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2090\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"CfqHlnOP4D9chUrnPiLhPwzvsZa73ts/JTKsPffa2D9QYPE7gkfUP48GSv1WG9Q/khDVMezT0j+TDagk/mrVPy0pbJdNlNY/Ca0ydyll2D97Gzp+daTYPwiMT5++vNk/pAjKa0Rp2T+dEv1aHObXP8X+A5xVn9Y/pPWejHol2D/HnE65BgbXP736I6JIBNc/b5rFt+5i2D+xcPXLF7jaP5lD6KdN1tw/ZfumScxp3T8RlRopYzDaPyUd/6uF+dk/I7gnZoZy2z8lzX6yCKjbP73wupehJtg/LbAWZa581T80QnApBV7VP6GpDVwMqNQ/ybOBJXsN2D/vkXXt1+bYP1C3f2D0t9o/4zk9rKRA3T91NC36VjDgP4tyezjPXuA/FI2P7NUn4T81+12lz03gPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"2108\"},\"selection_policy\":{\"id\":\"2107\"}},\"id\":\"2087\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4463\"},\"glyph\":{\"id\":\"4464\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4466\"},\"nonselection_glyph\":{\"id\":\"4465\"},\"view\":{\"id\":\"4468\"}},\"id\":\"4467\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"8812\",\"type\":\"PanTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2089\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4464\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"2127\"}]},\"id\":\"2160\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"8813\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"2107\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4466\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"8263\"}},\"id\":\"8268\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"8267\"}]},\"id\":\"8294\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"dXCVXRqU5z8W1syt+lLnP3i+Bk+sXOU/Tsn1lSlz4z9Ac3npoRzhP2wafI96290/sKjjnOSL2j/hTKvgV/fcP3q+hIR/Zt4/PvYLHhjA4D++ACWsb2PiP8BvuE3CoOM/MYXU/jF+5T8Jkzk9sGjnPxtT+jd36OY/qnx+zTK05z9AUfonycLnP9RsCiKGLuY/2ozBLmft4z829GsYB0rjP3xlavQuOeI/fO6vADg24j8DIt5ZjYfhP5z3MX1Iz+E/WHFG3nTx4z919/BrJiHlPxgKW8YxMeQ/yqP5vYox5T8MpqGbtQzmP5oblAkccuY/rKuftT8M5z96j7SqJ57mP7WUCZP+cOc/+hHavvX/5j/L0RzLUt/mP5bwU+JgueU/8MZOkcKw5D8EyrZLMuriPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"4484\"},\"selection_policy\":{\"id\":\"4483\"}},\"id\":\"4463\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"6793\"}},\"id\":\"6798\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"6547\"},\"glyph\":{\"id\":\"6548\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"6550\"},\"nonselection_glyph\":{\"id\":\"6549\"},\"view\":{\"id\":\"6552\"}},\"id\":\"6551\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"8263\"},\"glyph\":{\"id\":\"8264\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"8266\"},\"nonselection_glyph\":{\"id\":\"8265\"},\"view\":{\"id\":\"8268\"}},\"id\":\"8267\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"8280\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4465\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"6793\"},\"glyph\":{\"id\":\"6794\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"6796\"},\"nonselection_glyph\":{\"id\":\"6795\"},\"view\":{\"id\":\"6798\"}},\"id\":\"6797\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"6547\"}},\"id\":\"6552\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"4503\"}]},\"id\":\"4536\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8264\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"4483\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6548\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6794\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"4484\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8266\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6796\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"X3l2wYtF3D8PvuE1UgrdP0Zn36BRTdw/OovSrHmk2j8NGL2dG5HYP4PQmax+idY/Gg7GR6pr1j//a6UFxEDXPwat+Or6WNY/oGLlXYau1j+alZH/K9bWPykEAV633dY/ce1PMxY81z+5sW9QKL7WP76UvYFU89Y/sJwmNcTg2T+CEKjJHwzaPzdyGOfuSdk/VQIgs3AJ2T+dWwx8vFTZP6oOZQoXFNo/Xtx7j0sP2z+vON+IpkraP8Kx48mhqNk/ZRSfPPXM3D+4x4BKtNbdP43EPNTdutw/SJcN9i7g3D8lGM5Ymd7dP9XtiVf8/d4/AE8yK8gI4D+joruYANjgP+wk04Yo7uA/eGDuTtEJ4j/yy++nVUHiP22GfI4GUeI/td0OuJCj4T8V6wHF+RviPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"8280\"},\"selection_policy\":{\"id\":\"8279\"}},\"id\":\"8263\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"I2IfQr773j/A78uCc0bgP4iDrN4zL90/LQXr+s++2z9wxhCgFjnXP3xEti4d+dc/nnk4LSI42T+Lw4bamvLZP5OL9/BP29w/syU/oRZY3z/gNJYc5OXeP0x+HORa5eA/Pa3lXEVO4D+GhttpmaLfPxWTxCorlt8/QpwOeB5y3T+AYq6Ssl7dP5C/a1ZA2N4/Go/fKL9w3j+mOUWV2z3fP7pgBK3VQeA/h3TZ14wo4D/W2dlXtnPfPyq6t5rabOA/Yj7NpGns4D+XIc5AvIThP11pMwzIlOE/LNie1wdk4T+tcM89CDfhP6Yf7sThzuI/Eii0bMPA4j/8JV0abLriP7plifanuOE/1n1jaRQa4j9DmIiJs47jP56TqUc9leM/LR358itE4j+HTUXdNLriPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"6826\"},\"selection_policy\":{\"id\":\"6825\"}},\"id\":\"6793\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"6568\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6550\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"ajbnR6J84z+Fd7BfbN7jP+gNLJOyguM/K0AehYal4z/KLUUkNnfiP7TtVGhSNeE/JCz+Ru/N4T8dvpYN6OTgPzOGEozLWuE/+MfPWwF04T8OaTcjikDhP+lK2TkltOA/HPLj5h1B4T/gx0npDHfhP8RfbJ/ynOE/fqY0mXvS4T+L75ScyZDiP6JKAYjeqOI/GKKrWv3d4j/GywDV/GTjPzgjbqDKseE/RdM8i5jY4T/vR1CyA8DhP6qJkGV1r+I/Fo3KHBXg4j/RNsZw8FbiP3QGcfJ4KeE/MB8DFtd44j/veC1erEriP0MiDe2FcOE/Lm6c2ve04D/S/fhitzbhP2JwYuXgKuI/k1CJnbsw5D/2eheB+ArkP+Y6v3GeLOU/s01RGDkx5T8OL9QhYhHmPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"6568\"},\"selection_policy\":{\"id\":\"6567\"}},\"id\":\"6547\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8265\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6795\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"8299\"}]},\"id\":\"8328\",\"type\":\"LegendItem\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"6845\"}]},\"id\":\"6890\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"6825\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"8279\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2123\"},\"glyph\":{\"id\":\"2124\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2126\"},\"nonselection_glyph\":{\"id\":\"2125\"},\"view\":{\"id\":\"2128\"}},\"id\":\"2127\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"6826\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6549\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"6587\"}]},\"id\":\"6620\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"6567\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"2123\"}},\"id\":\"2128\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2124\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2146\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2126\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"uz2YwHep1j/7Dl3gxCTXP71XDMHuitc/QKFa/o3y1j/AQre2u6bZPwsywrxW59w/1590IP4Z4D9kyPTB+xXgP7Ed7y+ioeA/X6wM2OP83z/xydNdqPngP61JWYpc9uE/JHZwLnOl4T8Zs7sjP8riP7bcITGtleI/gIQ3UwQ54j814/90ejriP23Q1u1wIOE/rDy//WEM4D+U0dVXriPgP+gl3t34od4/pDZ5nwzC3D8d+UJX1TvbP8MzL21nvd0/Ldnhd4Fr3z8VONT7Z1fdPw2M+0WfauA/2fL7NEZ+3j+LS8vfwK/gP2Cu/+5uuOE/V7TFaB+F4D8iSX07Ky/gP5f8ck9/ZuE/melitffE3T9gOLnpjBbfP1lr8PXE6N4/KDpKQB453T9/prJxaW7dPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"2146\"},\"selection_policy\":{\"id\":\"2145\"}},\"id\":\"2123\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"4499\"}},\"id\":\"4504\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4499\"},\"glyph\":{\"id\":\"4500\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4502\"},\"nonselection_glyph\":{\"id\":\"4501\"},\"view\":{\"id\":\"4504\"}},\"id\":\"4503\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2125\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"8295\"},\"glyph\":{\"id\":\"8296\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"8298\"},\"nonselection_glyph\":{\"id\":\"8297\"},\"view\":{\"id\":\"8300\"}},\"id\":\"8299\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"7054\"},\"group\":null,\"major_label_policy\":{\"id\":\"7055\"},\"ticker\":{\"id\":\"7027\"}},\"id\":\"7026\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4500\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2145\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4502\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"8295\"}},\"id\":\"8300\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"2Cv9ePOb1z926iMnk/fUPwASanl1gtM/2k7wqrR+yz9HOihJDFvJP0UZ63LxTM0/MENLAJKG0j/ezg0ynDzUP6qu+/fac9Y/aXraGsoT1T+od0l4B2HWP8NZ239mCNc/ivxFS6S+1D/GhWbrAozUPwhwYkwUl9Y/8I83Prmx2D8UyBI+nl3WP/AINdLSENY/ZokJG64w1T/BjbQn6hLVPzaiiEWlntI/OEyJAyhb0z+5nZJxQsPQPzp3/4rs/9A/VROHwWY30j9aH9dxZKXUP0D1mh7mjNY/dkFLZtO41T/ogcPdvYTTP9CQeeJf9NM/EK4mmqTm1T/mw6yjjmTWP6Ey6f3vgdU/+ePRySkL1D/6lF+q4sDXPwZV0kBik9s/4PF2QbhM2z+WGqwHkPjaPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"4522\"},\"selection_policy\":{\"id\":\"4521\"}},\"id\":\"4499\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"6841\"}},\"id\":\"6846\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8296\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"6583\"}},\"id\":\"6588\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"6841\"},\"glyph\":{\"id\":\"6842\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"6844\"},\"nonselection_glyph\":{\"id\":\"6843\"},\"view\":{\"id\":\"6846\"}},\"id\":\"6845\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4501\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"8314\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"4521\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6842\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8298\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"6583\"},\"glyph\":{\"id\":\"6584\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"6586\"},\"nonselection_glyph\":{\"id\":\"6585\"},\"view\":{\"id\":\"6588\"}},\"id\":\"6587\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"4522\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"SQlGnaTy2T9s3GXIc8DZP92+J+KM39g/x+iCHoUi1z9DtOxZrVHVP/D2KFPqXdY/TLdt8wPN2T+Z6cxCGIbbP9gzZjpZQ9w/V1kuu5do3D/jbohQyqjeP9loi8UGOeA/8yXw5+tj3z8NIbrYjzndP5hu/UMi/90/u1g578km3T+YZTX6YPnbP+S6RNxh59o/QbjkSGvA2j9tkrXIYazbP+vj46okwts/OD1MQS302z9rQYwGt0PcPz0JYNyySt4//GfiWBGA3z+TW2QEZvHfP4vQL8WzAuA/IdJnSd0p4T/0xGrTaYLgPxHWelDOZ+A/Q3TZV1Ut3z/n6VIJjxTfP1GBjyNsnd0/J7qXSRO+3z+z10hFslPdPzn0l3af2Nw/f0ZXFBJV3j9Ya8g0+pbfPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"8314\"},\"selection_policy\":{\"id\":\"8313\"}},\"id\":\"8295\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6844\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6584\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"qtX3167o3D8gkFLXD1XdP9Ug0fvmHd0/ChpPbl7a3T+2r7ZS5vDfP0ao/s0Dn94/uIPyfGuI3j/Ko3A+ZyLgPxv+vq61QeA/MPu6Q3YR3z9FQR7/BJ3fP2UF+/c2pd4/3nbior1J4D+u10IhBQfhP8mEeX6jB+E/PfZSsNP04T9rZj92UMvhP9RwP+myjeE/otetiLRt4T8cuiU9gE3gP5RuhvENMuA/4Kru5FtJ4T9jpsUJc+ffPwI52DeuY+A/o/UtavOk4D/WLFnj+07hP2+Srvr/W+E/wQH3GesA4j8LK5RsFijiP21DOqCF1OI/QrTIs2Ro4z/H4ehEFbjjP4rXZq3fEeM/zjG8QkGB4z9D6x1b6+DiP76RRfLpcuI/BaiJnPU54z/TNVor8kHiPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"6876\"},\"selection_policy\":{\"id\":\"6875\"}},\"id\":\"6841\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6586\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8297\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"UrZWj0Zy3j8YPXqjZaneP6qIqoRH3dw/ezdZNMvI3D/WAceZfgXcP/BzIgMe090/cppyyzzO3j8IB7PbdObfPxY9SH6Ry+E/JhrKAXML4z9lPHhE+nLjP0wO0re3qOI/Q9swrHoz4j+flN/BWpziP/U5Q2YB9uM/zm9vqAb24j/SlEKcBEviPz473lRO3uA/Vprxlu4S4j+VDxdEoPfhP1wEz0kx2OA/s7rVGS033j+GX9pO/MzcP/jUF9oc3to/peNYs+QI2z9gj5DEWRTbPwPLD8LLptw/UoJcs8+53D+q2hdTdAvcPwXOQSOxQ90/Jj+7Dnht3z/i5dbfFFnfPwBuVhjZUN4/YKGLyQ702z9l6TdaXoPcP3JDp79w1N0/mnusopyL3T+CHq+6lvndPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"6606\"},\"selection_policy\":{\"id\":\"6605\"}},\"id\":\"6583\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"8333\"}]},\"id\":\"8364\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6843\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"8313\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"6895\"}]},\"id\":\"6942\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2161\"},\"glyph\":{\"id\":\"2162\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2164\"},\"nonselection_glyph\":{\"id\":\"2163\"},\"view\":{\"id\":\"2166\"}},\"id\":\"2165\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"6875\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6585\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"6876\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"6605\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"2161\"}},\"id\":\"2166\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"6606\",\"type\":\"Selection\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2162\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"2165\"}]},\"id\":\"2200\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2164\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"SxLQYwUz3D+MkHxIoQzZP4RcjJ0Zats/tVpSrn7c2D/rpgVNi03UP1KLRgpiV9I/wN33iX7b0T+VR6p8wXDVPx83ee/vCNQ/jZRBC7ZM1D83YJ4nMjfVP+dRHb3uH9o/C/yxP3cr2z9kf/wT7tzaPzG61byaItk/u0SwQ6a93j/dNYllME7eP19CnHaHEt8/z6bmOKM53D9soBWmWg3aPziQ4ZDcPtc/g1HafrPG2j/X8UYIWwPXP1Bekn5VZ9c/7QWjVl911T945oW+9KvVP0x6cSIKqtY/DVTz0hju2T8Bn6Tv0xDXP1npacqA1tQ/oc6D5m0h0j+B/17ncd3RPx9OC6GzFdE/1CNKZ3fy0D8bWEFdOWTQP/i943s849A/b6KA89Gk0z+zB5yIcLbTPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"2186\"},\"selection_policy\":{\"id\":\"2185\"}},\"id\":\"2161\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"4537\"}},\"id\":\"4542\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2163\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"8329\"},\"glyph\":{\"id\":\"8330\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"8332\"},\"nonselection_glyph\":{\"id\":\"8331\"},\"view\":{\"id\":\"8334\"}},\"id\":\"8333\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"4541\"}]},\"id\":\"4576\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4537\"},\"glyph\":{\"id\":\"4538\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4540\"},\"nonselection_glyph\":{\"id\":\"4539\"},\"view\":{\"id\":\"4542\"}},\"id\":\"4541\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2185\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"7668\"},{\"id\":\"7700\"},{\"id\":\"7734\"},{\"id\":\"7770\"},{\"id\":\"7808\"},{\"id\":\"7848\"},{\"id\":\"7890\"},{\"id\":\"7934\"},{\"id\":\"7980\"},{\"id\":\"8028\"},{\"id\":\"8078\"},{\"id\":\"8130\"}]},\"id\":\"7638\",\"type\":\"Legend\"},{\"attributes\":{},\"id\":\"2228\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"6948\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4538\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"8329\"}},\"id\":\"8334\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4540\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8330\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"4i+XQnHL5D94gnQLoHTjP9WbFbmxuOE/FZGOWBYI4T/vx0wZkCzeP3F+KxFDRd0/6t20gDPX3j9G+JVls57fP9fwySaIJ+A/FdFzRf+T4D+Su6wb7VTeP/VnQBcmY90/TmpEr2JE3j8o86kVZc3cPxp5O6Amd+A/hIS3AU7V4T+UwAdQM3XiPy/31g0TdeQ/QQGs0IwU5D8JZrpj8U3jP2DetwZ93eM/BCxgiQGW4z9hQ1M9UfHiP50F/ra9ReI/8ihm8skd4T9CVEYZiSDgP8hCxeWkS+E/R8qgF4WM4D/SAUPvU5nfP4W/U6aUnts/7EHe1Lff3D8B4DSEKezcPwodAP5t5d8/ZEeLB84o4D8SHIlUFN/hP0TsNxiOrOM/DmPgLu+j5j8YtmnNNSDlPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"4562\"},\"selection_policy\":{\"id\":\"4561\"}},\"id\":\"4537\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"6891\"}},\"id\":\"6896\",\"type\":\"CDSView\"},{\"attributes\":{\"axis\":{\"id\":\"7026\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"7029\",\"type\":\"Grid\"},{\"attributes\":{\"source\":{\"id\":\"6621\"}},\"id\":\"6626\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"8350\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"6891\"},\"glyph\":{\"id\":\"6892\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"6894\"},\"nonselection_glyph\":{\"id\":\"6893\"},\"view\":{\"id\":\"6896\"}},\"id\":\"6895\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4539\",\"type\":\"Line\"},{\"attributes\":{\"tools\":[{\"id\":\"7030\"},{\"id\":\"7031\"},{\"id\":\"7032\"},{\"id\":\"7033\"},{\"id\":\"7034\"},{\"id\":\"7035\"}]},\"id\":\"7037\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8332\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"4561\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6892\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"6625\"}]},\"id\":\"6660\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"ciCdP1da5D8RJR2LE1HkP7O7p1+aj+Q/YkSX5YSK4j/GP7lDmozgP1uvHaUn194/gOfeVa+l2z97ed3QQcXZP4k3VL0Uk9k/n1QYxk8P2j/xCwEdZ7vbPzEHsiilL9s/m2XDZo0G2z/xQLThkw3aP+VtAYqxQts/RnLDnIHz2j/mGtZoZ+/ZP+VthFhNldo/MJxHd8Ue3D8+KnPnuSXdPzZfKp3ZNd4/BiRcMoBO2z+VwtAzK5fcP3iMvHAIXtw/mTp6dxae2j9jlrR06l3aPyI+FQMH/9c/YNVkUQtF1z9b3boPhS/ZPxsQiVmIK9c/sWYp96bH1j+xlMdSnNHWP6OZImv4j9c/n49PsD2+1z9ZvZsu+fbYPwLesw9p5tg/PgXruf7d1z+D/lN0Jc3YPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"8350\"},\"selection_policy\":{\"id\":\"8349\"}},\"id\":\"8329\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"child\":{\"id\":\"7011\"},\"title\":\"Mekn\\u00e8s - tafilalet\"},\"id\":\"7012\",\"type\":\"Panel\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"6621\"},\"glyph\":{\"id\":\"6622\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"6624\"},\"nonselection_glyph\":{\"id\":\"6623\"},\"view\":{\"id\":\"6626\"}},\"id\":\"6625\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"4562\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6894\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6622\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"eEdem2of4j9EcttF5vXhP0mKXAn1m+M/9mD7YLJB5D82J6G77u7iP75wO8ary+I/H3XVD3fE4T+WqifZhbXgP4ZPICMtkd8/ZvXaTMrB3T+OoUgoqj/dP3D0F5mkq9w/HV5uhYXD3D9bPO87mH/dP7ZMShF9VN4/ZTAOti3X3z9Np4EDdXHgPxaJKfGcht8/i1kH/+J63z+m/jr1wy3gP9VCByBnG98/Dh+K96bJ3j+te6RVNovfP4+tm13yQ+A/H4GScANd4D9SSl1x2xrhPy5Nf8OXOOA/6JRHHP1B4T/cbZ0jQDXhPwreeVfuTOA/ravLQzbO3z8WjzRIM7DgP2t3ZOeiWOA/Fgq8zINE4T+bnu3sg2XgP/lv+68p6eA/wAUK+PuY4T9CS9Em1gfhPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"6928\"},\"selection_policy\":{\"id\":\"6927\"}},\"id\":\"6891\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"7031\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8331\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6624\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"8369\"}]},\"id\":\"8402\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"ZiJCjC9U3T8la0V+iOPcP7C1zfxwHNs/ja8BKinQ2j9qEvq6N4/YPwXty8E6wNg/6hyZVgSp1z8Wh0kCbRTaP92UnaP+f9k/kBM8qOX62T92pUIede7YPwvAuGpJYNo/ea7KR73J2D+e5qGiB+zXP6uwS4Cva9c/uTE+iIhY2D/DazZhkOTZP/rB1mjRl9s/6JFtUNwo2j/OXg2l/0/aPyY1i9M89ds/LQF9qBQx3T8rr2wW/OjbP5Dqr6hwjto/GAhdBjlz2j/l4dHeKZndP4XBgGV79N4/y7gE5uJu3j/dEdcvYQHdPz3MjEqqFd0/DYZlyzms3D+NYQ8AD/veP211dKuBQ94/VoDsJkuQ3T8t8WLuEYnfP9Y7sX9PAeA/6uI16WZ13z9VDdBFdAjfPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"6646\"},\"selection_policy\":{\"id\":\"6645\"}},\"id\":\"6621\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"7027\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"8349\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2201\"},\"glyph\":{\"id\":\"2202\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2204\"},\"nonselection_glyph\":{\"id\":\"2203\"},\"view\":{\"id\":\"2206\"}},\"id\":\"2205\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6893\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"6950\",\"type\":\"DataRange1d\"},{\"attributes\":{\"source\":{\"id\":\"2201\"}},\"id\":\"2206\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"6927\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6623\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"6928\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"6645\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2202\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"6646\",\"type\":\"Selection\"},{\"attributes\":{\"label\":{\"value\":\"Manufacturing\"},\"renderers\":[{\"id\":\"2205\"}]},\"id\":\"2242\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2204\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"UalKmSJ/3z9tdez1ZTveP8DBNVv83t0/k0EIonl63D8jsRJ2cR7aPxCZ6otnUNo/sPBJhrxB2T/95SdFWCbZP4NASQmNXNk/NZ3kc7zV2j9lHRItPzrcP0TEpl/RTt8/PA51TXpV4D9YE75RGXjhP+UR3Wyp1eA/ZHH4ol8I4j8Pr7UumEfhP/IU4hg6HuE/BIMv/+En3z/EdnJRhd3ePxP31NAoT9s/J3rEU4v43T+tRYJvAEraP4nVk1o6O9o/T2xFkHg82T9h7zQT2+XbP2yjroUU1No/baOuhRTU2j/Tlcp60HPZP9OVynrQc9k/OcdTNUQ/2z+1PF+tYojcPySiK4HEe9w/N7pTa85J3D9HgoDikg7gPwuq3wDx5t8/cvwTrMse4T8FUpMlBSnfPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"2228\"},\"selection_policy\":{\"id\":\"2227\"}},\"id\":\"2201\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"4577\"}},\"id\":\"4582\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"7092\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2203\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2227\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"label\":{\"value\":\"Manufacturing\"},\"renderers\":[{\"id\":\"4581\"}]},\"id\":\"4618\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4577\"},\"glyph\":{\"id\":\"4578\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4580\"},\"nonselection_glyph\":{\"id\":\"4579\"},\"view\":{\"id\":\"4582\"}},\"id\":\"4581\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"6983\",\"type\":\"DataRange1d\"},{\"attributes\":{\"source\":{\"id\":\"8365\"}},\"id\":\"8370\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4578\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"6952\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"6943\",\"type\":\"Title\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4580\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10828\"},\"group\":null,\"major_label_policy\":{\"id\":\"10829\"},\"ticker\":{\"id\":\"6961\"}},\"id\":\"6960\",\"type\":\"LinearAxis\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"8365\"},\"glyph\":{\"id\":\"8366\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"8368\"},\"nonselection_glyph\":{\"id\":\"8367\"},\"view\":{\"id\":\"8370\"}},\"id\":\"8369\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"DHzkAPUM4D8MGrcM2AffP98OoSyB290/hEHuMR9+3D/OVF8WeizaP/hmyIrFt9k/lAieapJr2z9s2xTf0W/dP7A2/2KOad4/N/N0G4by3z+yYs/AlpngP9ZIDy3n7eA/j9K6rWL34D+f2XWVFp7gP940hbdSP+A/3pNyOH3R4D889+upLTLgP76YPK6HqN8/Yvg3WuzY3j8MW6K6BxrfP97F77YpGeA/aESaJ34a4T/mAasYEPDgP78G5Z8iHOE/SQp6220K4T8gW0OEldrhP7dvoEG8g+I/XlDTOezV4T/wO3THZ8jhP5uu9/vJZeE/EFz81l3d4D+gnd2Ro2XhP+zuYITnfeE/hXraakAj4T8k+/667RziP+zJkSnGF+I/qgLNqmyR4j/PgXXjUz3jPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"4604\"},\"selection_policy\":{\"id\":\"4603\"}},\"id\":\"4577\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"6661\"}},\"id\":\"6666\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"6981\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8366\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10831\"},\"group\":null,\"major_label_policy\":{\"id\":\"10832\"},\"ticker\":{\"id\":\"6957\"}},\"id\":\"6956\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"6969\",\"type\":\"HelpTool\"},{\"attributes\":{\"below\":[{\"id\":\"6956\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"6959\"},{\"id\":\"6963\"}],\"height\":40,\"left\":[{\"id\":\"6960\"}],\"outline_line_width\":0,\"title\":{\"id\":\"6946\"},\"toolbar\":{\"id\":\"6971\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"6948\"},\"x_scale\":{\"id\":\"6952\"},\"y_range\":{\"id\":\"6950\"},\"y_scale\":{\"id\":\"6954\"}},\"id\":\"6945\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4579\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8368\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"4603\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"6946\",\"type\":\"Title\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"JGUTicUL0z/nQpWx4QHSPyjkibYg2tA/Ve3L/6L5yz+8tNqns8jOP1+ppQL1Ms4/+dzhFM7P0T/hiqkbE/DSP9UiJqKB7dQ/e6gsfhDQ1T8LcSqUkOTWPyy6T1KjCtY/B+WPYcEK1T9Dh6h6oInSP3E1/RnfxNE/30OM5dQO0j/I2VbQkXbTP38CpYGm6dI/ZcPg3qYi0z+aexeDlB7UP5VNiLwkJdY/gG1qG7gi1j8XEwAlmCjXP6z+3cCshdU/VIVBOaZc1z81f2F5X1LYP8vH4jpR2dc/uM5cAX1L2D9J6ijRD8LZPxdMIK89/9k/we5kHZBu3D9770w2anvdPzVuGeXeP94/W6enb1823z/gPKGXQQ/fP8W1HIiO0t4/TPC2GeTt3T90bhKP52rbPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"8388\"},\"selection_policy\":{\"id\":\"8387\"}},\"id\":\"8365\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"6957\",\"type\":\"BasicTicker\"},{\"attributes\":{\"label\":{\"value\":\"Manufacturing\"},\"renderers\":[{\"id\":\"6665\"}]},\"id\":\"6702\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"6954\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"6661\"},\"glyph\":{\"id\":\"6662\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"6664\"},\"nonselection_glyph\":{\"id\":\"6663\"},\"view\":{\"id\":\"6666\"}},\"id\":\"6665\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"4604\",\"type\":\"Selection\"},{\"attributes\":{\"axis\":{\"id\":\"6956\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"6959\",\"type\":\"Grid\"},{\"attributes\":{\"axis\":{\"id\":\"6960\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"6963\",\"type\":\"Grid\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6662\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"6961\",\"type\":\"BasicTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8367\",\"type\":\"Line\"},{\"attributes\":{\"below\":[{\"id\":\"6989\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"6992\"},{\"id\":\"6996\"}],\"height\":40,\"left\":[{\"id\":\"6993\"}],\"outline_line_width\":0,\"title\":{\"id\":\"6979\"},\"toolbar\":{\"id\":\"7004\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"6981\"},\"x_scale\":{\"id\":\"6985\"},\"y_range\":{\"id\":\"6983\"},\"y_scale\":{\"id\":\"6987\"}},\"id\":\"6978\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"24HILL8y4j+yAIVDd9nhPz5ck6IJqOI/Ib98HcJJ5D97BoDY1u3hPzued0v8pOE/k3ueVcZV4D+zGLYi61HgP3+KWXeI/N4/5UeSNyNK3T8ZR3TCkDXbPyqEut4Ix9o/6omZJPQk2j+RbcKOyVzaP6OkPqfoQdg/2EjIb9k02T9XkgiI6JjaP55E+Fqhl9k/eU/YXACc2T8Ar9mugvPZPx1Mhur3Pdo/kHq2Fnj/2T/qhzmWgS/aPzrfpGDkS9s/Aj627HSL2z+OXwd2kTrcP0JEnXH6+9w/gFZ2plY93D9Hq8OSQsHbPzZJdeMA59k/OqDaSYqC1z/AjDeOgK/YP95w58Rqutk/BoM7bxuc1z+Fxa4CUBHZPzN8DfpOPtk/qxx043VJ2j8I0G5DU7fZPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"8428\"},\"selection_policy\":{\"id\":\"8427\"}},\"id\":\"8403\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"2243\"}},\"id\":\"2248\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6664\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"8387\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"6965\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2243\"},\"glyph\":{\"id\":\"2244\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2246\"},\"nonselection_glyph\":{\"id\":\"2245\"},\"view\":{\"id\":\"2248\"}},\"id\":\"2247\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"6964\",\"type\":\"PanTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"oY/SMTNN4D+gj9IxM03gPx2rNgiru94/oI/SMTNN4D+FakY/0iXgP+hgHiPpbN4/6GAeI+ls3j/oYB4j6WzeP4VqRj/SJeA/hWpGP9Il4D/nYB4j6WzeP+dgHiPpbN4/v9IYJBMW4D/RDNDRcAXhP9EM0NFwBeE/0QzQ0XAF4T/hRod/zvThP+FGh3/O9OE/0QzQ0XAF4T+FakY/0iXgP+dgHiPpbN4/xeyvxy2O3D/F7K/HLY7cP6N4QWxyr9o/m4XfYBWc3D+9+U280HreP/A23gvGLOA/7zbeC8Ys4D8BcZW5IxzhPwBxlbkjHOE/s7b8+h/r4j9J6mQuLOTiPzewrYDO9OE/j/c8DUUu4j+hMfS6oh3jP0siALgAI+Q/SyIAuAAj5D+pFlAkYkPjPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"6688\"},\"selection_policy\":{\"id\":\"6687\"}},\"id\":\"6661\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"overlay\":{\"id\":\"6970\"}},\"id\":\"6966\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"8388\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"6967\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"6968\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6663\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"6687\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"6970\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"2247\"}]},\"id\":\"2286\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6704\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2244\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"6990\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"6688\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"6985\",\"type\":\"LinearScale\"},{\"attributes\":{\"tools\":[{\"id\":\"6964\"},{\"id\":\"6965\"},{\"id\":\"6966\"},{\"id\":\"6967\"},{\"id\":\"6968\"},{\"id\":\"6969\"}]},\"id\":\"6971\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"2272\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10843\"},\"group\":null,\"major_label_policy\":{\"id\":\"10844\"},\"ticker\":{\"id\":\"6990\"}},\"id\":\"6989\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"7033\",\"type\":\"SaveTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2246\",\"type\":\"Line\"},{\"attributes\":{\"overlay\":{\"id\":\"7036\"}},\"id\":\"7032\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"8204\",\"type\":\"DataRange1d\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"uf5PYzQi5z/gBrq+7dnlP03GvFzn0uQ/FObgteXp4z/nfoGqubTiP+eCDbCh2+A/TQaRGUnc3z8TbqHHubzeP1mkhLbjud4/EAA4kExm4D8xbTrHSQLgP9UKuJHaLNw/IZmroywE2z/YYZqh6bnaP/Pv/S9MMNs/ufmkCrsV4D/PtB9Y0p3hP4uIY8EYdOI/g2hNTNq44z/rKr+U+tjjP20lIJQgPeQ/l7y97Doa5D9AkC4dfELjP7xTMOBi3eI/ws22RGGV4z9xdu9L1tDjP8sjqyJfouM/C+Ox81Xu4j945Y55T0biP2u5EbgcC+E/o9hVxJmQ3j+diz6EsfHbP2ih9+Dk5dk/zyjJskcH2j9zB8mL6yTaP4QE4L+Ywto/j0S9a9ca2T91L+tmpDzaPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"2272\"},\"selection_policy\":{\"id\":\"2271\"}},\"id\":\"2243\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"4619\"}},\"id\":\"4624\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"7035\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"6987\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2245\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2288\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"4623\"}]},\"id\":\"4662\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"2271\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4664\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4619\"},\"glyph\":{\"id\":\"4620\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4622\"},\"nonselection_glyph\":{\"id\":\"4621\"},\"view\":{\"id\":\"4624\"}},\"id\":\"4623\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"7034\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4620\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"6979\",\"type\":\"Title\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4622\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"AFp7lmPf5z8a8SOKEZLnPwRLG5mtrOY/UyJopM8f5j+qNVQwK2TiPy7TmfN34N4/TBITXk9M3D+QaGJ8kCXbP9LWW401dNs/NrzDRI6r3D/uhvr/I6PePy36tSgmAOA/mp5GFLml3z/oJuNyeRXfP9qYsqACX+E/J7bct1fi4j9waup24mPkP9Jh2KgGDuM/TObc3+PZ4j/GFkoYfhTjP8Crbm3YqeM/hoqQVsbA4z9+xpNeNbXiP0C7nLaYmeI/oHEXxGSy4z9yiBVox0fkPwOrD6KGquQ/5AUeqmBh5T9wvVe6DyXlPyaiSfhv1+Q/FTteGc7T4z/QSG8C5NHjPzy3QbCfiuQ/pc01mhGY5D9frQhYvSjjP7yPFfld7+E/mJ2i2eah4T+Xo61f0VbgPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"4648\"},\"selection_policy\":{\"id\":\"4647\"}},\"id\":\"4619\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"8407\"}]},\"id\":\"8442\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"8403\"}},\"id\":\"8408\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"7030\",\"type\":\"PanTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4621\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"QjSVFb3A5z+e+7KAIAXnP2dOeAr+IOc/igIl0Pav5T80rNfEbG7jPyrIRfBF5eE/o7hJ2jOr4D/KwH8w6LngP4oV0dsKGOA/lvzZYT9Y3z+9xdAkAqXeP0LpQJ9k0d8/E47wDg323z8tdwXJszHeP1iZ+1H0JN8/hDKWkzVW4T8xCz21JOniP8ZaDmM/EuQ/X9qURyGX4z9ybr4ZrBbjP+Ijr6KvtOM/8wwRh4kf4z8iOhkymUPhP2645YD7d+E/wi4DtsaP4T9aVj7rpgbiP+q0OL/efuI/L0q1a+T84j/5RjOvbUXjPynelK9wYuQ/mIEyDY6J4j9pjOR38Q7iP9RfY2ilROI/CGj1rVYz4j9iHtUa8S/hPyTC0wCNyeA/xpQolLkM3z9Dmc/lsardPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"6732\"},\"selection_policy\":{\"id\":\"6731\"}},\"id\":\"6703\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"3983\"},\"glyph\":{\"id\":\"3984\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"3986\"},\"nonselection_glyph\":{\"id\":\"3985\"},\"view\":{\"id\":\"3988\"}},\"id\":\"3987\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10186\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"3983\"}},\"id\":\"3988\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"10169\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"10702\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"5156\",\"type\":\"Selection\"},{\"attributes\":{\"label\":{\"value\":\"Manufacturing\"},\"renderers\":[{\"id\":\"3987\"}]},\"id\":\"4024\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"10170\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5057\"},\"glyph\":{\"id\":\"5058\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5060\"},\"nonselection_glyph\":{\"id\":\"5059\"},\"view\":{\"id\":\"5062\"}},\"id\":\"5061\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"10703\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"10705\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"source\":{\"id\":\"5057\"}},\"id\":\"5062\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"4009\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"10706\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"4010\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"5078\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5060\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"8889\"},\"glyph\":{\"id\":\"8890\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"8892\"},\"nonselection_glyph\":{\"id\":\"8891\"},\"view\":{\"id\":\"8894\"}},\"id\":\"8893\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"hBtG4vKa4D+UGg35KanhP/N+NpMdu+E/1atsq+iC4T/hiOp1Dn3gPzY5txx4JN8/s8eIn0og3T8VU8rZOAHgPzheiJqgpt4/tEmN+D4d3j/8afOfj4HeP/LTWZ3oU98/mila1oMf4D/j1bf4VuXfP/llcOkbn90/92kA5FmX3z8ox5p2pBbfP/CbbXFsHt4/+aALJ36x2z/0hdrl8YbZP2THQh/hR9g/o1ITmmjw1z87s8mzbx7WPzTLs7X7Jtg/JCXKCY7e1j/OCel/pWPZPxwfGnHvI9o/SlH9l/Oi2j8cHrd4aEDaP5EeZwBKRdk/1OEQnieY2T+yjQDLLdnZP9ZVeI2crNc/+RCSTlsT2D+PC/4gXurYP5tv1R7qi9o/sH2jK+Nc2z8Acu+ksDvaPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"5078\"},\"selection_policy\":{\"id\":\"5077\"}},\"id\":\"5057\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"5061\"}]},\"id\":\"5092\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"8889\"}},\"id\":\"8894\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5059\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"5097\"}]},\"id\":\"5130\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"5077\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"8908\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"10185\"}},\"id\":\"10190\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8892\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"Lj0a6mDc4T+a6416EVzjP2qDw8Y4wOQ/Oxv5EmAk5j+f3xpQaqHkP5e34AZVIeY/bh3AnKuo5z/S9qp4gXnnP6EdDuTTguQ//rHp/csx5j/+sen9yzHmP4aOoxy4u+c/xi+AFXcx5j8KnJClkZ3kPwmckKWRneQ/wWHWy0cO5j+x1PVntDzkP+A8wBuN2OI/QjWBrdW73z/TQjxOgtDfPywT0bUzCN0/SlRH868h3T/ayLumQ0DaP97Iu6ZDQNo/fPgmP5II3T/sg7KL/unfP4eSqPfHpN8/h5Ko98ek3z9f+ePdK2jhP6HZXot0h+Q/odlei3SH5D/RQSk/TSPjPzUbFBsj9OI/XuBQ0m1Q4z+g+UhWZ+7kP6ghg598buM/MLED9UUz4z/lqQg/4VXjPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"8908\"},\"selection_policy\":{\"id\":\"8907\"}},\"id\":\"8889\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"8893\"}]},\"id\":\"8922\",\"type\":\"LegendItem\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"10189\"}]},\"id\":\"10224\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"10185\"},\"glyph\":{\"id\":\"10186\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"10188\"},\"nonselection_glyph\":{\"id\":\"10187\"},\"view\":{\"id\":\"10190\"}},\"id\":\"10189\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"4025\"}},\"id\":\"4030\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"10714\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8891\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"10715\",\"type\":\"AllLabels\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"8927\"}]},\"id\":\"8958\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10188\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"v58bTmrl3z+3W63gHULgP9WgfWCKSuA/q/cPM9z/3T+7dyQLJtvdPwDjbnC3St0/Gx8XQAtv3D8Iy58reaHaP32DoVZqr9o/vE9X7sau2j9pdnAGcObbPysudufL79s/y4doM5Rw2z8gDzEqG3PePxXrBD8rQ98/OfvMFS4m4D8xyrkBQprgP1wgMF1TzeA/7223Ty713T+glE0O0gnfPyzIV2141N8/U9g8n9TG4D9TiIyh+SrhP2szfuWc4uA/s/Nx3/y44D9rWjzKeOzhP5HOTjgjZOE/IWN3dTk74D9gYeVrv87fP423cXJJ/eA/vRSi8y9+4T9K56q/+5PhP5HdTjlWP+E/vcIXa6Mi4z+3zq6GpMHiP2VUda3Dy+I/X5ddalQi4T9YMXDISYHgPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"10210\"},\"selection_policy\":{\"id\":\"10209\"}},\"id\":\"10185\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"8907\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"10717\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"4029\"}]},\"id\":\"4068\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4025\"},\"glyph\":{\"id\":\"4026\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4028\"},\"nonselection_glyph\":{\"id\":\"4027\"},\"view\":{\"id\":\"4030\"}},\"id\":\"4029\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"10718\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4026\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10187\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"10209\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4028\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5093\"},\"glyph\":{\"id\":\"5094\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5096\"},\"nonselection_glyph\":{\"id\":\"5095\"},\"view\":{\"id\":\"5098\"}},\"id\":\"5097\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"nvB/Nmrh5T8OWQZcs/bkPzKG6ealtOM/gN2o3yNU5D+gi7dIKtbgPyaJAUDr1t0/0KgXWQc62T8x0GGOGMrbP6vlgHTuPdo/pN6g5O452z+S/w2cFYHcP7O6JlBYbd8/TrjTM81V4D+POcH1vlTiP/nPb7sIFeI/iHWAXa+w5D9DLR1brPnmP1gi3xajvOY//MYUvVbU5T8KPUWHfTPlP33mOwYfWeQ/7qZQtg0Q5D8jR9aoHMDiPyp/YyDHPOI/9ri4c4u44z/+BgyT1ufkPxg+5YLCP+U/Tsz64i2j5D82GsMA1PrkP0Isxtwo8uQ/8NTweX2i5D/TrNmwDcriP5KyYxY63uI/gDh0yw1o4z/csuRYj//iPyuncQXmsOA/1NqcWr9o3T8E6wULGpbZPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"4054\"},\"selection_policy\":{\"id\":\"4053\"}},\"id\":\"4025\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"10210\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"5093\"}},\"id\":\"5098\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9765\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4027\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"4073\"}]},\"id\":\"4114\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5094\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"4053\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"4054\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"5116\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5096\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"9tg/1ndO3z/12D/Wd07fP1LD0pP7rd4/9dg/1ndO3z/12D/Wd07fP4AbwoEe/N4/lf6DgMWe3T8+WdUM3cjaP6rhRX9sQdw/VDyXC4Rr2T9agXtVH/XVP1qBe1Uf9dU/X8Zfn7p+0j/EcRTsETXWPxwXw1/6Ctk/GxfDX/oK2T8cF8Nf+grZPxwXw1/6Ctk/BTQBYVNo2j892w0OSkTePy7VBzXbY90/wEyXwkvr2z9qp+hOYxXZP9ofglkh3tw/McUwzQm03z9HqPLLsFbeP/sdJCAT2Ns/2h+CWSHe3D/wAkRYyIDbP2F73WKGSd8/8QJEWMiA2z+ZXZXk36rYP5ldleTfqtg/mV2V5N+q2D9ccaTtTUXYP7QWU2E2G9s/tBZTYTYb2z8awgeujdHePw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"5116\"},\"selection_policy\":{\"id\":\"5115\"}},\"id\":\"5093\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"8923\"}},\"id\":\"8928\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"10720\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5095\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"10721\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"5115\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"8923\"},\"glyph\":{\"id\":\"8924\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"8926\"},\"nonselection_glyph\":{\"id\":\"8925\"},\"view\":{\"id\":\"8928\"}},\"id\":\"8927\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"10723\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"source\":{\"id\":\"10225\"}},\"id\":\"10230\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8924\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"10724\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8926\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"Fq9hPXRv4D9UfJQZdgriPzHneacrv+M/VEvY9YJq4z9btsBO5OvhPwrCLeCAuN4/l9A6bMvh4D9MpzgXZWjfP+iGNk4GFd0//jF7zY8y2j9Ot2phgIDaP27wXan7vt0/bKsviRQ83j+RV07pKmHaP7/ObOJq49s/TnBg76ka4D8GvB1bdknfP4pb2wrgb9w/Ti7KSN9U3T/sJCnJbI7bPzMlTmLGKNo/9zuebbiv1z8Yjj72ftDQPwtxp/1BoNA/dGjufhGS0j+8H+0GBiPOPxtcwqtgn84/F4F0Qb+80j8IiJJX18bSP36yWuyYc9I/7BhCrA0E0T/OBt2mhrrOPx6QBZ7sFdI/HQ7rq5z00T+RYZmEX7nNP7EqKpPO49A/YNrG+YbP0D8gsF1DlOfQPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"8944\"},\"selection_policy\":{\"id\":\"8943\"}},\"id\":\"8923\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Manufacturing\"},\"renderers\":[{\"id\":\"10229\"}]},\"id\":\"10266\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"10225\"},\"glyph\":{\"id\":\"10226\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"10228\"},\"nonselection_glyph\":{\"id\":\"10227\"},\"view\":{\"id\":\"10230\"}},\"id\":\"10229\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8925\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10226\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"4069\"}},\"id\":\"4074\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"8963\"}]},\"id\":\"8996\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"8943\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10228\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"8944\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"yib6levp4j9OiOU3izjgP06I5TeLOOA/JUV+I1x53T8lRX4jXHndP6P7kG17OeA/YGkyPR503D/hkx0QVx7VP+GTHRBXHtU/4ZMdEFce1T9oFgntSZHWP0VkZTWvl9M/Ffsi7dsi0j8issF9FJ7QPyKywX0UntA/Hu/qOdUA1j8e7+o51QDWP0bXeNv2VNg/KZfnCKiW3D9fwwCVuqjYP8qsPsp5Fd4/JcGpe6C14j/QJmKxWX/gP6cilR1ABOA/F6b9CCY53z9bWwnXTo7YP61jo/6BhNk/vvd57M+k0j8tWtWHXXDLP8DheVi8JNI/lmz/XOKN1D+lI57tGgnTP36uI/JActU/fq4j8kBy1T+HDJ70FAXcP4cMnvQUBdw/Zlr6PHoL2T9k8JYExhTfPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"10252\"},\"selection_policy\":{\"id\":\"10251\"}},\"id\":\"10225\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4069\"},\"glyph\":{\"id\":\"4070\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4072\"},\"nonselection_glyph\":{\"id\":\"4071\"},\"view\":{\"id\":\"4074\"}},\"id\":\"4073\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4070\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10227\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5131\"},\"glyph\":{\"id\":\"5132\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5134\"},\"nonselection_glyph\":{\"id\":\"5133\"},\"view\":{\"id\":\"5136\"}},\"id\":\"5135\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"10251\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4072\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"2cguAjyF4T9hFOxjocPjP4J4WMtnNeU/b6MsZ/545j+Yx9yXhNnlP8Cl3nmLgOU/NCgVjcjm5D805ttl7ajkP0rlYwN7rOM/kldmdqN74z+yHlpulHXjP0+OiSW5g+I/9t5d9HT24D93L2WUg1ThP/hmdUrG+uE/p1UzT9GP4j9y4++AVQfjP7/zNmTlmeI/rtujscja4z+oH/v1iTvlP+zfa+xJZOU/Sg86Jex64z+OxlH5f5PiP24YN7+I/OI/wO/88n244z8YJLzyjpfiP2zmbxJx0uE/1KfMJnDM4D/OeMJNpLbhP+adbZ/IgeI/FgASaFHe3j++dbubUt3dPwAVu5j24Nw/+q2vrRbC2j8o2aC/yjbZPx3kM8XYktk/ZavzEcyy2D/2dlqneQHaPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"4100\"},\"selection_policy\":{\"id\":\"4099\"}},\"id\":\"4069\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"10252\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"5131\"}},\"id\":\"5136\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5132\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4071\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"10732\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"4119\"}]},\"id\":\"4162\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"4099\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"10733\",\"type\":\"AllLabels\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"5135\"}]},\"id\":\"5170\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"4100\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"10735\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5134\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"S30dSsRJ3z8dsw7sl0jdP8/YYlZXS9s/z9hiVldL2z+Ef0fc01rZPxvpoj4QjNk/11/K4ap21z/XX8rhqnbXPxvpoj4QjNk/xwggOTlw2z/HCCA5OXDbP/PSLpdlcd0/XGnTNClA3T9cadM0KUDdP4QNhef3Ut0/m4bmcpxC3T93M7K+qWTfP5Gpl1xppOA/9YggW6ZH3z/1iCBbpkffP/WIIFumR98/zeRuqNc03z9z4jTAzS/dP+wV7HmXKdk/QPZuf25F1z9swH3dmkbZP8CgAONxYtc/waAA43Fi1z8dSwyouF/XPx1LDKi4X9c/HUsMqLhf1z8dSwyouF/XP/GA/UmMXtU/8YD9SYxe1T/xgP1JjF7VP+m2dIocfdM/6bZ0ihx90z9TUP3L25/VPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"5156\"},\"selection_policy\":{\"id\":\"5155\"}},\"id\":\"5131\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"10736\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5133\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"8959\"}},\"id\":\"8964\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"5155\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"5198\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"8959\"},\"glyph\":{\"id\":\"8960\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"8962\"},\"nonselection_glyph\":{\"id\":\"8961\"},\"view\":{\"id\":\"8964\"}},\"id\":\"8963\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"10267\"}},\"id\":\"10272\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8960\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8962\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"CKufs0eL1D/eL6AvxwLUP0Hu7AigLtQ/u3fm4x4U1z9fcFFlpNDSP/WGesvzltQ/PFWmWPE11j9KA54IPDnWP1OGDv9jW9U/bCJ+oh/E1T9Yb5X0CVbWPyzYRh5bRdk/mQ5lxz462T/YYrG3g6PZP1iIFXPhg9s/3GgJhG5N3T/qUPyPX5TeP6ks1PuYLN8/rmSdCGwQ3j/5b5V97QDgPzdssOumkN4/bHVba47Y3D9aOtZ94jHcP6xVcHBd19o/L2h/Vzr33D+l5PBFfeTeP9Kp5WNbIN0/1U1h1q6m2z8EhbmPMdndP+gUMyuC4eA/nFsaacC14z8++9OKfjThP5HzuvF+dOA/SLThwBSX3z/FIDsWDYLhP4WZAwLJ4OI/34pCKywG4T9Yx2TM4ivePw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"8982\"},\"selection_policy\":{\"id\":\"8981\"}},\"id\":\"8959\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"10271\"}]},\"id\":\"10310\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"10267\"},\"glyph\":{\"id\":\"10268\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"10270\"},\"nonselection_glyph\":{\"id\":\"10269\"},\"view\":{\"id\":\"10272\"}},\"id\":\"10271\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8961\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10268\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"4115\"}},\"id\":\"4120\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"8981\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10270\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"10738\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"8982\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"vQzihjS15T/XeqyHV2PmP/T5Nk99yeQ/ofji9E3G5D/k1SxTkJHhPzxwHjvY8t8/fKWUKqCk3T+N7cFK/CvgP+VM394ajOA/7WVM4Osc4T+JOkSlfUjiP/3bgkTjluE/8daG+p0o4T/AlC5MLYngP6dfU/wVVeE/aqdLfNlM4j/HZP01CCvkPxfssWNAQeM/lLKYt9vy5D9ou8Taq0vmP9OMqayL8+c/A2dNaXB85z8P5r6D+hTmPyPeHhKX5eU/q3pvaArv5j+4pZMDOnfmP9tUYXBSs+Q/EQKfh00n4z/NrwqHmXXiP6vVz+760uI/2wUdONhH4j/7ky9li3HhP152CNs0IOE/kQkJbC9T4T/v7te42ErgP4BtWEMXhN4/+MwEI5Sq2T8T3v/ntmvWPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"10296\"},\"selection_policy\":{\"id\":\"10295\"}},\"id\":\"10267\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4115\"},\"glyph\":{\"id\":\"4116\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4118\"},\"nonselection_glyph\":{\"id\":\"4117\"},\"view\":{\"id\":\"4120\"}},\"id\":\"4119\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"10739\",\"type\":\"AllLabels\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5171\"},\"glyph\":{\"id\":\"5172\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5174\"},\"nonselection_glyph\":{\"id\":\"5173\"},\"view\":{\"id\":\"5176\"}},\"id\":\"5175\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"10741\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4116\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10269\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"5171\"}},\"id\":\"5176\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"10315\"}]},\"id\":\"10356\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"10742\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4118\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"10295\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"k2w0Scjg2z8kAWUZ3MraP/jlUrHOjds/ePuDsKYX3T/o6mVxjCTbPyaK5EJSltw/4JzAv5uQ3j9Efqs5fvHcPy7vGpnOld0/7Q+lXhNt4D9H9djsqNrgP5+p3oTUC+E/L1rV6/6O4j/0vsQn2rriPx+TAwV61OM/LwX9Ml8R5T8yr9Y+VyrmPyjO3GFdbeQ/7gVyaGVx4z9G4SlaR5ThP4zoDirewOE/CX2VaDZs4T9FVpJSZJLgP/JoTs4eJds/8AaFi/3Z3T8E/sFCcPTdP75aIBCaMt0/eFpPdzBY2j9Y0IZ7opPWP8OmmCwi0tQ/NvhcFl5E2D/Jib+rbN/XP30Kyn2e8dU/gH0/dJGJ1j+68oph1b3aP2jg1zNs3N0/TIdxSqcI3j9aAg2hr5nfPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"4148\"},\"selection_policy\":{\"id\":\"4147\"}},\"id\":\"4115\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"10296\",\"type\":\"Selection\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5172\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4117\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"4167\"}]},\"id\":\"4212\",\"type\":\"LegendItem\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"5175\"}]},\"id\":\"5212\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"4147\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"4148\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5174\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"JYOQSvPa6D8c5Gqr3rXpP/34Y2Llwuo/r1h+y8zF6j9Bh5A2aWHoP5VAWmKi++c/5ZSL7qpZ6D8w6zp87cjoPy9UtHswNug/2wb7np5X5z9Iv/XV7H/lPxNq4XETt+Y/RQmUDWBr5T8AOonOb4HlP4Oe8N1ASeU/77SEgRyR5j/cIwv/CMzmPxtu/VPCY+c/1LTMZo8v6D8ooZklY7vnP+8IiWYkxuc/POuCHPAt5z+TcV433Q7nP7TrUgpCkuc/FYxflU4X6T98G+NGDTDpPxim9UEljOg/oJCe9ufE6D+Y/bdwXODnP+FL0MUj8OY/px8kHSe25j8RsNj59QjmP7TD2+d9RuY/PFvl/ktv5j+4wdWggW7lPyVu5an3LuY/I24CExn55T818+P3fCrlPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"5198\"},\"selection_policy\":{\"id\":\"5197\"}},\"id\":\"5171\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"10750\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"10751\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5173\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"8997\"}},\"id\":\"9002\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"5197\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"10753\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"10754\",\"type\":\"AllLabels\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"9001\"}]},\"id\":\"9036\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"8997\"},\"glyph\":{\"id\":\"8998\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"9000\"},\"nonselection_glyph\":{\"id\":\"8999\"},\"view\":{\"id\":\"9002\"}},\"id\":\"9001\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8998\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"10311\"}},\"id\":\"10316\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9000\",\"type\":\"Line\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"2020\"},{\"id\":\"2052\"},{\"id\":\"2086\"},{\"id\":\"2122\"},{\"id\":\"2160\"},{\"id\":\"2200\"},{\"id\":\"2242\"},{\"id\":\"2286\"},{\"id\":\"2332\"},{\"id\":\"2380\"},{\"id\":\"2430\"},{\"id\":\"2482\"}]},\"id\":\"1990\",\"type\":\"Legend\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"dlQXewuo4T/cI52YjuHgPy7x5U/msN4/FhNyy+VQ3D+oylWWUcPYP/8Ky8TxjNo/pq10WKXA1z/YxNN9O4TWPxRa6/C+itc/vA4TxCLW2j/YnmQxM0XcP0oXRY5p99w/3WnhmmHZ2T/8VuzJ5R/bP6oCe8IGzNg/EGlsiMJZ1z/0vHZ/pS/WP/O8dn+lL9Y/1KKsf/XE1z/TJwlZqdzUP4WVEHt0g9Y/cJmcI9U62j+JmfhHJ/7dP1LlN4W/MN4/opcpRdM04D9PkzsZZM7hP5WXVH4H3+I/pPMhlGmy4z/o9gcGTH/iP3X4Txxuw+E/sP174gBs4j8ssimQM1XiP9Hgx72FneA/p14PuYZH4T9bSC0W5HbgP4zC+xQ8vuA/fAiQvLkw3T90CWmgTzPbPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"9022\"},\"selection_policy\":{\"id\":\"9021\"}},\"id\":\"8997\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"10311\"},\"glyph\":{\"id\":\"10312\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"10314\"},\"nonselection_glyph\":{\"id\":\"10313\"},\"view\":{\"id\":\"10316\"}},\"id\":\"10315\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8999\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10312\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"4163\"}},\"id\":\"4168\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"9021\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10314\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"9022\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"RhM5WvhL5D9DrJxTssflP9Hph4Fn/+Q/iP82fbVS5T9i6VY/c3jkP79uyiH28eM/ARFjD1wd4z+qNXvCLJbiPzX0UPapmOE/eTD0GntU4j+8djMlo0jiP3tXM46SCuM/qdkVFrwl4z+de/UVayHjP9ljCRbswuI/hQ/IJq+P4j9jBWi1JwniP6m0YHOvU+I/Q6lCGgZ44T8tqnGZGBPhP8Ev/WpC7uE/GYPpg3Tj4T83O6HB+BLiP5HO4CZ9fOE/eA4nxQMt4D8NV4tyLo/fPy3gbWCAL+A/cVbBCTVL3j8LlgzoST7gP9+cgrazGeA/7woIWUVi4D91ppZHvmfhP79nfUUlxeA/4RtVtBr13z9/9h2RKZHfP7kd2nIEHN8/lfVHIf3Z3j9/H4uaJEzePw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"10342\"},\"selection_policy\":{\"id\":\"10341\"}},\"id\":\"10311\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4163\"},\"glyph\":{\"id\":\"4164\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4166\"},\"nonselection_glyph\":{\"id\":\"4165\"},\"view\":{\"id\":\"4168\"}},\"id\":\"4167\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4164\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"5213\"}},\"id\":\"5218\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10313\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"10361\"}]},\"id\":\"10404\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4166\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"10756\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"10341\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"jvLwyOyf2T8QTfIBZB7YP0Tvxqm68dc/CkOVjLco1z/wbIibJFfUP51srv5lvtE/V9kb0N2W0z9UX5U+uvfVP8q957MvC9g/omnHgYIa2T8i7d6i1V3cP9eBChqZQN0/AszF/rRT3z9ujQjPUzXhPyIBXvkf4uE/McwY64qN4z9kUlTmGtPjP7jjGlpNvOI/jiEyoER34z9mlXAVkUbiPwLkbi/QiuI/wk79nMnt4j+i5hA1F0HjPwS7Nyjx5OM/4F/BkoVP5j9Yb86SJnXmP54rluUk3ug/LKHi2LBS5z+/BpFXb7HlPyBZGuPr1+Q/y4x6jolz5D+y1KTwWT7jPzEQmPLcDuI/oOjpdVz53j+X1Teum6fgP02EUAcmM+E/qh0XQxwK3z9so+3bTyHgPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"4198\"},\"selection_policy\":{\"id\":\"4197\"}},\"id\":\"4163\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"10342\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"10757\",\"type\":\"AllLabels\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"5217\"}]},\"id\":\"5256\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5213\"},\"glyph\":{\"id\":\"5214\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5216\"},\"nonselection_glyph\":{\"id\":\"5215\"},\"view\":{\"id\":\"5218\"}},\"id\":\"5217\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"10759\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4165\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"4217\"}]},\"id\":\"4264\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"10760\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5214\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"4197\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5216\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"4198\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"0BO/NUIx4z/a1OjkzV/jP88Jl3xv6OM/sqA3ssaw4z9RGm9I7t3iP9bd9cN+HeI/rHwqCOzW3z/L57AlK1HhP9TapNi0S+I/HqgLaJeB4j/Q7DHluVbiPwxm+xziEOQ/nXBVaFrY5D+Oz4qGatXlP0fyV1rTtuU/sGxbPXXM5T9LV/CL1ovlP37eq9ftjeQ/4B+WbQir4j+Fp8ONojjiPxjVVTcgM+M/UVPdwXRU4z+xxrq/gijkPyqYHw3xgeQ/h1+Puypo5j/OXzK7GQznPyZWzIwWmOc/AIZFH1Ol5j882dy+PifmPz4ZskMbuOU/yjMkwaFT5T+73ChigxPkPyJEbfAhsuM/nIn7Ge+s4j+MhpnB2BbiPyPqoskaf+E/ZMCTiLkW4D/4PWGmFVrgPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"5242\"},\"selection_policy\":{\"id\":\"5241\"}},\"id\":\"5213\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5215\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"9037\"}},\"id\":\"9042\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"5261\"}]},\"id\":\"5302\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"5241\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"5242\",\"type\":\"Selection\"},{\"attributes\":{\"label\":{\"value\":\"Manufacturing\"},\"renderers\":[{\"id\":\"9041\"}]},\"id\":\"9078\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"9037\"},\"glyph\":{\"id\":\"9038\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"9040\"},\"nonselection_glyph\":{\"id\":\"9039\"},\"view\":{\"id\":\"9042\"}},\"id\":\"9041\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9038\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"10357\"}},\"id\":\"10362\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9040\",\"type\":\"Line\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"4396\"},{\"id\":\"4428\"},{\"id\":\"4462\"},{\"id\":\"4498\"},{\"id\":\"4536\"},{\"id\":\"4576\"},{\"id\":\"4618\"},{\"id\":\"4662\"},{\"id\":\"4708\"},{\"id\":\"4756\"},{\"id\":\"4806\"},{\"id\":\"4858\"}]},\"id\":\"4366\",\"type\":\"Legend\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"9064\"},\"selection_policy\":{\"id\":\"9063\"}},\"id\":\"9037\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10358\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"4270\",\"type\":\"DataRange1d\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"10357\"},\"glyph\":{\"id\":\"10358\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"10360\"},\"nonselection_glyph\":{\"id\":\"10359\"},\"view\":{\"id\":\"10362\"}},\"id\":\"10361\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"10768\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9039\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"4213\"}},\"id\":\"4218\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"10769\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"9063\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"10771\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10360\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"9064\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"2bhdxxob3T8IAi+A/M3dP0Ab9scn8t0/ZOfOIzrL3D/9MAnk1L3ZP0A/chW+wdk/fLNkT86x1z8LqFKkk5rXPxjBA2qM99g/tatVM5Xy1z9EdX0RxNjYPwdEgLI5ltc/9D0O6LUV1j/gD6qKdt/WP+vnMZSwi9Y/McgV8fgE2D+gVE7SV4PaP7gR8iqmxdw/q6HHAoJH3z88dCwKLRTgP5ecU8hyc+A/aDWokGie4D877AiQqULfP22NGd1T6t4/pRZFVrx43D9/MogmEsLZP+0xhgf+W9k/eeEkqGYt1z/EODYqHA/VP/FrlUwOJ9Q/ka004rTW0j/gZTM6dOHTP3Pmr/fDOtg/ReiU1UZm2z+ERTq8RYffP+12osDkaOA/lZve/mSo4D9uTGOT4NTgPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"10390\"},\"selection_policy\":{\"id\":\"10389\"}},\"id\":\"10357\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4213\"},\"glyph\":{\"id\":\"4214\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4216\"},\"nonselection_glyph\":{\"id\":\"4215\"},\"view\":{\"id\":\"4218\"}},\"id\":\"4217\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"10772\",\"type\":\"AllLabels\"},{\"attributes\":{\"below\":[{\"id\":\"4344\"}],\"center\":[{\"id\":\"4347\"},{\"id\":\"4351\"}],\"height\":400,\"left\":[{\"id\":\"4348\"}],\"renderers\":[{\"id\":\"4371\"},{\"id\":\"4401\"},{\"id\":\"4433\"},{\"id\":\"4467\"},{\"id\":\"4503\"},{\"id\":\"4541\"},{\"id\":\"4581\"},{\"id\":\"4623\"},{\"id\":\"4667\"},{\"id\":\"4713\"},{\"id\":\"4761\"},{\"id\":\"4811\"}],\"right\":[{\"id\":\"4366\"}],\"title\":{\"id\":\"4859\"},\"toolbar\":{\"id\":\"4359\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"4336\"},\"x_scale\":{\"id\":\"4340\"},\"y_range\":{\"id\":\"4338\"},\"y_scale\":{\"id\":\"4342\"}},\"id\":\"4335\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4214\",\"type\":\"Line\"},{\"attributes\":{\"child\":{\"id\":\"4333\"},\"title\":\"Gharb - chrarda - b\\u00e9ni hssen\"},\"id\":\"4334\",\"type\":\"Panel\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10359\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4216\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"5257\"}},\"id\":\"5262\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"10409\"}]},\"id\":\"10454\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"10389\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"ykLmJQp42z+NrO9bs4XYP/XcaYJtjdU/ymnRxl/a1D/nEf3nP43RP+Am09wvrtA/ut1Rb5Xl0D9l7O/zb2fQP+btfFzQpdE/sz0Xu7GN1j/bD1dGQ5bZP761Q9IQKtw/Rm9NM7a33D8Z7ZJ0Ty7gP3gLeSnrU+I/pHst9/+P4z98GWexZKPiPzh5VoCJBuI/xggiCccu4T/fKIDIc0fhP/i9+FlN09w/I67L/VRs2z8gTeXdod7aPyy/0YGMttg/wJGsJYU/1j+RCnaf2oDZP17KuSCBT9k//Acmv8OB2z9H8vVMfPHYPzsDLxtEC9g/FE9JOocS2z9SwL78FireP/b6SzGc99Y/0koOCubz2T8gYI1xLMzXP9H4gjCVINo/Aq2k8zVW2T+CUcfuUlbXPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"4250\"},\"selection_policy\":{\"id\":\"4249\"}},\"id\":\"4213\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"4342\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"10390\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"4338\",\"type\":\"DataRange1d\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5257\"},\"glyph\":{\"id\":\"5258\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5260\"},\"nonselection_glyph\":{\"id\":\"5259\"},\"view\":{\"id\":\"5262\"}},\"id\":\"5261\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"5476\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4215\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"4272\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5258\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"4249\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5260\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"4250\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"iLDPUCdC2z+AgINpJx/cP52XrEB0qto/f+4/UPRn2z9rQq6kToTcP9k/b6lNd9k/4SjFXtiA3D9gWutXVJHfP8mVwp49e+A/v7/5yGoJ4T80MCL6oeriP2DkufmeMOM/MLl/tR2j5D9fUz4hk2/lP5NbggFSYuM/VWnaXW784j9gP6MzQW7iP9O2yulNHeA/1LbK6U0d4D83S15TAsnePxvT8AAmxtk/nV5FYsXy3D+P1Yr+gQPcP80ME3y5490/a+eN8Ppe3j+o4vdfo63eP4w6WOoxeN4/jzpY6jF43j+PMcnjSyreP5HiafhS4eA/I3R4xHRW4T9nQNxzhX/iPyvoBA9yQuI/kR9nnL9k4z9glG+iqYflP+0yzwS6fOU/7UeSL8a55D8SmICeVPbjPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"5288\"},\"selection_policy\":{\"id\":\"5287\"}},\"id\":\"5257\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5259\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"9079\"}},\"id\":\"9084\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5304\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"5287\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"10774\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"5288\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"10775\",\"type\":\"AllLabels\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"9083\"}]},\"id\":\"9122\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"9079\"},\"glyph\":{\"id\":\"9080\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"9082\"},\"nonselection_glyph\":{\"id\":\"9081\"},\"view\":{\"id\":\"9084\"}},\"id\":\"9083\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"10777\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"10778\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9080\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9082\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"10405\"}},\"id\":\"10410\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"4340\",\"type\":\"LinearScale\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"5DHz80bC4z/y5j3IrtjiP41gAVDsSuQ/HwQmoQKC4j95rb+eXNHeP1iDixBlDtg/SgVnn8+g2D/mRY6ZLsbaP/yiEExdQd0/FZMOnu/X2z8GZcQnZ4veP4zKvSgGLeE/Ss868fap4j/CSKxjO77hPx6A2eUHk+E/dEE7Gbsh4z9EK0lsN6LjP2YVmm192OI/7+y/jGez4D/K1ADFyPTdP5nGAlQsAeA/kib939ZH4D/EZbh2z5ndP6QOTBeOF94/spP55NUQ4D+AkCNURe3hP0xO+3+9leM/Sh9QAndf4z9uHoigRL7jP8T2L1jypOM/cAmyw45y4j8oKn7W/njjP9NKsMLFSOM/eGPAUFDv4T++p16xFPrhP6BHY0nznuE/o5ocDcHa4T/7kHMhzSvhPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"9108\"},\"selection_policy\":{\"id\":\"9107\"}},\"id\":\"9079\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"4274\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10456\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"4265\",\"type\":\"Title\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"10405\"},\"glyph\":{\"id\":\"10406\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"10408\"},\"nonselection_glyph\":{\"id\":\"10407\"},\"view\":{\"id\":\"10410\"}},\"id\":\"10409\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9081\",\"type\":\"Line\"},{\"attributes\":{\"axis\":{\"id\":\"4282\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"4285\",\"type\":\"Grid\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9124\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10406\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"9107\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"below\":[{\"id\":\"4311\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"4314\"},{\"id\":\"4318\"}],\"height\":40,\"left\":[{\"id\":\"4315\"}],\"outline_line_width\":0,\"title\":{\"id\":\"4301\"},\"toolbar\":{\"id\":\"4326\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"4303\"},\"x_scale\":{\"id\":\"4307\"},\"y_range\":{\"id\":\"4305\"},\"y_scale\":{\"id\":\"4309\"}},\"id\":\"4300\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"4283\",\"type\":\"BasicTicker\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10408\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"9108\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10741\"},\"group\":null,\"major_label_policy\":{\"id\":\"10742\"},\"ticker\":{\"id\":\"4279\"}},\"id\":\"4278\",\"type\":\"LinearAxis\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"gWyuVft/0D/PXrOG0V/RP1AxPxK+Q9M/fTfTeUr30j+wb9mFoaPRP7VftAB51tI/ThyfDdvK0T+bG7Nzc6rSP+4jyOijatI/ybN/8HN90z+5kFGdyezVP90ZpRj9SdU/RURVGTPv1j9AaDYTKsLXPy9qEfGbU9o/Q9ioJw4g3D+hcn5y2UHcP/n7qXxOuds/IX/Jh3yf3z8n88sl9areP+DBttbvuN4/pcI0Lplk3D8fbuGwABjbP6s2ruHEmtc/VTE+My/h1z/IKYPp9K7VP10XrnL7kNU/jQbWukEq2T9dY4pWU+DaP11Wknn2/9o/0N0scOSt3z+Qn+uzWtzeP0ApQCNR994/XBWh13cs4D+PyIJTDUHgPyk2A5261OA/W8NV76uz4D+nWB2YvTjfPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"10440\"},\"selection_policy\":{\"id\":\"10439\"}},\"id\":\"10405\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"below\":[{\"id\":\"4278\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"4281\"},{\"id\":\"4285\"}],\"height\":40,\"left\":[{\"id\":\"4282\"}],\"outline_line_width\":0,\"title\":{\"id\":\"4268\"},\"toolbar\":{\"id\":\"4293\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"4270\"},\"x_scale\":{\"id\":\"4274\"},\"y_range\":{\"id\":\"4272\"},\"y_scale\":{\"id\":\"4276\"}},\"id\":\"4267\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"4268\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"4279\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"4276\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis\":{\"id\":\"4278\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"4281\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10407\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10738\"},\"group\":null,\"major_label_policy\":{\"id\":\"10739\"},\"ticker\":{\"id\":\"4283\"}},\"id\":\"4282\",\"type\":\"LinearAxis\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5673\"},\"glyph\":{\"id\":\"5674\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5676\"},\"nonselection_glyph\":{\"id\":\"5675\"},\"view\":{\"id\":\"5678\"}},\"id\":\"5677\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"9918\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"4291\",\"type\":\"HelpTool\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7142\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8444\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"9763\"}},\"id\":\"9768\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"4305\",\"type\":\"DataRange1d\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"9763\"},\"glyph\":{\"id\":\"9764\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"9766\"},\"nonselection_glyph\":{\"id\":\"9765\"},\"view\":{\"id\":\"9768\"}},\"id\":\"9767\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"10937\",\"type\":\"AllLabels\"},{\"attributes\":{\"source\":{\"id\":\"5673\"}},\"id\":\"5678\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"10939\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"7125\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"4287\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"7126\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"4286\",\"type\":\"PanTool\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"5677\"}]},\"id\":\"5712\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9766\",\"type\":\"Line\"},{\"attributes\":{\"overlay\":{\"id\":\"4292\"}},\"id\":\"4288\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"10940\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"8427\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"4289\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"10786\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"9796\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"4290\",\"type\":\"ResetTool\"},{\"attributes\":{\"source\":{\"id\":\"7771\"}},\"id\":\"7776\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"10787\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"5839\",\"type\":\"BasicTicker\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"9767\"}]},\"id\":\"9810\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"5697\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"10789\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"source\":{\"id\":\"9517\"}},\"id\":\"9522\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"9815\"}]},\"id\":\"9860\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"7771\"},\"glyph\":{\"id\":\"7772\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"7774\"},\"nonselection_glyph\":{\"id\":\"7773\"},\"view\":{\"id\":\"7776\"}},\"id\":\"7775\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"4292\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10753\"},\"group\":null,\"major_label_policy\":{\"id\":\"10754\"},\"ticker\":{\"id\":\"4312\"}},\"id\":\"4311\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"5698\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"9795\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"4307\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"10790\",\"type\":\"AllLabels\"},{\"attributes\":{\"axis\":{\"id\":\"4311\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"4314\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"1973\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"6094\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"6067\"},\"glyph\":{\"id\":\"6068\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"6070\"},\"nonselection_glyph\":{\"id\":\"6069\"},\"view\":{\"id\":\"6072\"}},\"id\":\"6071\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"9517\"},\"glyph\":{\"id\":\"9518\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"9520\"},\"nonselection_glyph\":{\"id\":\"9519\"},\"view\":{\"id\":\"9522\"}},\"id\":\"9521\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1964\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7774\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"6067\"}},\"id\":\"6072\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"nkV0sED01T8gpR3SX8rSP+yrmw7bLdI/EA9GUpY60D+EAqEHlarRP1hDVbt5SdI/3a16dt1J1T+uakLAfwHYP8YYslRcY9s/XG0nnbRu3D/hAxs/qfPdP0uofq0hit0/hzN7hEoW3j+4d4cOflreP75L3Iw4hN4/R4rd70xO3z+ZuulywJ/dP34ufPpC9ts/Z12dnYdx2z+yhRFhWUrbP8AFOK7UdNg/K4DaJOA92T84Kef8bdzXP9he3boRnts/oeVX067S3z8KvcZcvmzfPyosvsk8Cd8/SAk4zVnQ4D/2KjqQy4bgP0E2xpKzAOE/H6VetuNn4D+LrkUCCM3dP+pdfMRfvt4/SUmFQ6eF3T8LBRr1WAncP8F0iH027tk/zPnvUjeN1j/cwwumdSPUPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"7794\"},\"selection_policy\":{\"id\":\"7793\"}},\"id\":\"7771\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"7775\"}]},\"id\":\"7808\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"1976\",\"type\":\"PanTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9520\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"dGKE3KBD4T9aW9K5117hP35WNII9D+I/5M833AbW4T+WklhU3R/dP8ppupeuCNs/bDdnfrIv2z+u7lEYL1rYPzb2n6a3iNk/hhGxrUea2j+Y9S4bJpjZP4f3frGQyNo/oCSu4fJN2j/MkD1ZfkzZPw2SGXNSXNk/93d09Fc42T+cgBqjpo3ZP8+ubzmdrdo/9oVPoyiE3D9i0b6nyXDdPyBRqLM0kd4/jhs5pGAc4D/T+cTkJPnfP5xZTEeFat4/CoqPtgot4D8AjxIO4mzfPx4PCzYr1N8/iqLNi5iM4D868wHsn/zfP3A/HMRDrt4/DDRoP3F/3j8Q8UAtYencP9pzNzDu29w/fYYu2gmR3T/a+kdA4CbcPzLcER7wQt0/YyVGHzYD3D/eD00VkETbPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"9538\"},\"selection_policy\":{\"id\":\"9537\"}},\"id\":\"9517\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"axis\":{\"id\":\"4315\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"4318\",\"type\":\"Grid\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"9521\"}]},\"id\":\"9552\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"4316\",\"type\":\"BasicTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7773\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"7793\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"7141\"},\"glyph\":{\"id\":\"7142\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"7144\"},\"nonselection_glyph\":{\"id\":\"7143\"},\"view\":{\"id\":\"7146\"}},\"id\":\"7145\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"4320\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"label\":{\"value\":\"Manufacturing\"},\"renderers\":[{\"id\":\"6071\"}]},\"id\":\"6108\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"7794\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"4319\",\"type\":\"PanTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9519\",\"type\":\"Line\"},{\"attributes\":{\"overlay\":{\"id\":\"4325\"}},\"id\":\"4321\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"9557\"}]},\"id\":\"9590\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"4322\",\"type\":\"SaveTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6070\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"8443\"}},\"id\":\"8448\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"4323\",\"type\":\"ResetTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"qI2rwyeh4z+GPOAd7HfiP1qz3lt/yuA/hLgGOpvH3j/uICCEHbXcP275hZQiCd0/6oZja78v2T9gNt1+VQjYP58Lb9x9ldk/GSsfw6dq2z8idaylW0rcP2izCAOU590/T3LU5Xks4D/3VK5oF3XhP0/zhBNElOE/ZTjLTBU73z/mO7Jz3i3fP+RqrygbONw/7gzy+qq02D+BYrCabR7VP/4l7qBaDdQ/2ijOo2AJ1D8WB91ng3LYP/Ti0Kzfj9c/2S9jCdXB2D98P3dbC1jcPxRO0ZYPGt8/XP0qhANw3z8Z+hSrzc/dPzCq0x8cctw/t2XKImTF2z/OCPTn6NjeP7vJ1gKP1d8/47f82xkB4D+9efATjLPgP6qgHi+9rOA/3oTOG2D23z8u9VeV6F/iPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"6094\"},\"selection_policy\":{\"id\":\"6093\"}},\"id\":\"6067\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"7141\"}},\"id\":\"7146\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"9537\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"9538\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"10948\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"10949\",\"type\":\"AllLabels\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"9811\"},\"glyph\":{\"id\":\"9812\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"9814\"},\"nonselection_glyph\":{\"id\":\"9813\"},\"view\":{\"id\":\"9816\"}},\"id\":\"9815\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"4325\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6069\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Manufacturing\"},\"renderers\":[{\"id\":\"8447\"}]},\"id\":\"8484\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"8443\"},\"glyph\":{\"id\":\"8444\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"8446\"},\"nonselection_glyph\":{\"id\":\"8445\"},\"view\":{\"id\":\"8448\"}},\"id\":\"8447\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"5713\"}},\"id\":\"5718\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"10951\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"4357\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"10792\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"6093\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"overlay\":{\"id\":\"4358\"}},\"id\":\"4354\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"7162\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7144\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"9811\"}},\"id\":\"9816\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"10952\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"10793\",\"type\":\"AllLabels\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"7MWhV7aV1j/6oIxCVzfWP7TiixNBudI/T/CX7uUOzj9WoluHb1DRP9dqkY6kJNE/jofL+arF0D+WCGPLe6vRP8p6nq3a8NE/wgo4sJJR0j9Sx1w9zfbUP1J9IRiDUNM/qCbcXtKm1D+XiO+35ejWP84PvL1Cdts/BgeQIlE73j+2GYmhjQHhP48wPHodVeE/4RsSWQIq4j+kKejeFHrhP6IVjw4jzOA/dp+1xVPn3D8aJAT0PwvdP6LEI6eTa9s/bvAUGKby2D+IleVN7pLWP/TN4DCwMtY/6hQ/WB6t1T9PEvCB95DWP8VQ2EivxdY/jOCzF6u11z9OZQaVOwXXP1TnEaK9PNo/6j+GOU5E2j9YMsi907vaP5Kcz02tp9w/PBPbKn743D8+rsv6BJnaPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"7162\"},\"selection_policy\":{\"id\":\"7161\"}},\"id\":\"7141\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"7145\"}]},\"id\":\"7176\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8446\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9812\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"5793\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"10795\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"9Fy7EwgQ4T+xfF5+HanfPzNYPowk4t4/oOU50Pdd3j+0KBs3tuTeP8tSb/Wqqdw//XE7s2tT3D+9Z2+0vCzcP6H6Fj1+3d0/BFyN1Cj/3D9gKuhOk+zcPw+wQkDBmdw/hAKKuYUo3j85eXmBYHveP7kZQFmhmt4/AYss+bDr3D8pKYhSlM7dPyre3HsBIOA/z/9NYOdH4D854FGyqFTgP6Vt94/ZdOA/heFOZW5i3z+U12LHGBThP7CXojoq/OA/laCKvvHU3j98LHSmDhTeP01oWuj1L9w/r4gWw7cP3D9RpYShqNrcPyBQfTUuats/fVpChScY2z8PO3KuiPLcP8fCAz9LCNw/Y2YrpXCh3D8de6zANQ3dP81B2yd4td4/Cb7cLBwg3T/Di3Tfuf7cPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"8470\"},\"selection_policy\":{\"id\":\"8469\"}},\"id\":\"8443\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"5717\"}]},\"id\":\"5754\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5713\"},\"glyph\":{\"id\":\"5714\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5716\"},\"nonselection_glyph\":{\"id\":\"5715\"},\"view\":{\"id\":\"5718\"}},\"id\":\"5717\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"10796\",\"type\":\"AllLabels\"},{\"attributes\":{\"overlay\":{\"id\":\"5848\"}},\"id\":\"5844\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7143\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"9846\",\"type\":\"Selection\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5714\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"7181\"}]},\"id\":\"7214\",\"type\":\"LegendItem\"},{\"attributes\":{\"child\":{\"id\":\"5823\"},\"title\":\"La\\u00e2youne - boujdour - sakia el h\"},\"id\":\"5824\",\"type\":\"Panel\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"4990\"},{\"id\":\"5022\"},{\"id\":\"5056\"},{\"id\":\"5092\"},{\"id\":\"5130\"},{\"id\":\"5170\"},{\"id\":\"5212\"},{\"id\":\"5256\"},{\"id\":\"5302\"},{\"id\":\"5350\"},{\"id\":\"5400\"}]},\"id\":\"4960\",\"type\":\"Legend\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8445\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9814\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5716\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"7161\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"8469\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8577\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"BHh96OQG3D/dlxawQdnZP+4urKbXotY/gHiDgQdM1j/41JTEZdHSPyD7EKuhSdU/I+y5x8d61z/s0XT9Kl/aP9QLKBLE9ds/v3epCkVo3T9arB5ciOLePxHRJROGBOA/vgwvwwkG3z9cxmkz4ZXgP3SHIvv0zuA/MmTEBpp94T+MC8V3TTLiPwJ6Qzsb1uA/Zu5aHBEn4D+g8Buj2xngPzChruqJUN0/TJmcOTrh2j8WEmb7jOnZPzTp2yeBbdo/b8WO6Kgt2z9KQzpo6ZPbP2DHmaSo2t0/UFAB7GQg3z8y8r7GIFrfPxv/6AqVMN8/lKsGypYq3j/7Iaq06MbcP7EX5vVHDt0/pqwnZL6K3D88CrAi0ljcP8G7ZQU8H+A/EtPZGUZO4D/zEqzNPb7ePw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"9846\"},\"selection_policy\":{\"id\":\"9845\"}},\"id\":\"9811\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"4Nd/w5+a3z/g13/Dn5rfP/+mL5TD6OI//6YvlMPo4j9Tbvm4W/niP1Vu+bhb+eI/VW75uFv54j9XKwzG4v7lP1crDMbi/uU/VysMxuL+5T9a6B7TaQTpP4uAvODt6ug/iMOp02bl5T8ouz9/CxTpPym7P38LFOk/yLLVKrBC7D8RVyPqJy/sPw6aEN2gKek/C939zxkk5j8L3f3PGSTmP2vlZyR19eI/O03KFvEO4z+eEkd40+XiP4tmEw3Qu98/SnCcE2/j4j/nZzK/ExLmP+hnMr8TEuY/6GcyvxMS5j9wonox/PrlP2+iejH8+uU/cKJ6Mfz65T9t5WckdfXiP5jbo/Ggjd8/nNuj8aCN3z+Y26PxoI3fP+6WTijYiN8/mNuj8aCN3z+Y26PxoI3fPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"5740\"},\"selection_policy\":{\"id\":\"5739\"}},\"id\":\"5713\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"2000\"},\"group\":null,\"major_label_policy\":{\"id\":\"2001\"},\"ticker\":{\"id\":\"1973\"}},\"id\":\"1972\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"5845\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"8470\",\"type\":\"Selection\"},{\"attributes\":{\"tools\":[{\"id\":\"4319\"},{\"id\":\"4320\"},{\"id\":\"4321\"},{\"id\":\"4322\"},{\"id\":\"4323\"},{\"id\":\"4324\"}]},\"id\":\"4326\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"4303\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"5842\",\"type\":\"PanTool\"},{\"attributes\":{\"source\":{\"id\":\"7809\"}},\"id\":\"7814\",\"type\":\"CDSView\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"2008\"},{\"id\":\"2009\"},{\"id\":\"2010\"},{\"id\":\"2011\"},{\"id\":\"2012\"},{\"id\":\"2013\"},{\"id\":\"2014\"},{\"id\":\"2015\"},{\"id\":\"2016\"},{\"id\":\"2017\"},{\"id\":\"2018\"},{\"id\":\"2019\"}]},\"id\":\"1969\",\"type\":\"DatetimeTicker\"},{\"attributes\":{},\"id\":\"5843\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"children\":[{\"id\":\"6351\"},{\"id\":\"5825\"},{\"id\":\"6384\"}]},\"id\":\"6417\",\"type\":\"Column\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9813\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5715\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"9865\"}]},\"id\":\"9912\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"5739\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"7813\"}]},\"id\":\"7848\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"9553\"}},\"id\":\"9558\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"9845\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"5760\",\"type\":\"DataRange1d\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"7809\"},\"glyph\":{\"id\":\"7810\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"7812\"},\"nonselection_glyph\":{\"id\":\"7811\"},\"view\":{\"id\":\"7814\"}},\"id\":\"7813\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"5740\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"4301\",\"type\":\"Title\"},{\"attributes\":{\"axis\":{\"id\":\"4938\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"4941\",\"type\":\"Grid\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"6109\"},\"glyph\":{\"id\":\"6110\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"6112\"},\"nonselection_glyph\":{\"id\":\"6111\"},\"view\":{\"id\":\"6114\"}},\"id\":\"6113\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7810\",\"type\":\"Line\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"4978\"},{\"id\":\"4979\"},{\"id\":\"4980\"},{\"id\":\"4981\"},{\"id\":\"4982\"},{\"id\":\"4983\"},{\"id\":\"4984\"},{\"id\":\"4985\"},{\"id\":\"4986\"},{\"id\":\"4987\"},{\"id\":\"4988\"},{\"id\":\"4989\"}]},\"id\":\"4939\",\"type\":\"DatetimeTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"9553\"},\"glyph\":{\"id\":\"9554\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"9556\"},\"nonselection_glyph\":{\"id\":\"9555\"},\"view\":{\"id\":\"9558\"}},\"id\":\"9557\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"6109\"}},\"id\":\"6114\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7812\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"LD6QvtEy3z9OlIJJAcndPwi6LGiK29g/m3N4aGKd1j9EOysc83zSP9pbwwrW+dA/ShXqHRTy0D/bZ9hZ0zPSP9DiwhetgdQ/Giu5uAyl1T9U3h8zKXXXP7BabRK/l9c/6LNz3fTC2z+CgahMDEzfP4J7sCWqfd8/gjB9ZjT73j9cT35VwGHgP+uD3n7FP+A/q5pR4j8Z4j+w4fdOSgDhP1Cpx/QHk+A/mB17EQGo4D/nKms2zjrgPxTPQPQMk94/EP+KmFpN3j++TMj9eabcP/jhtPlKSt0/yIuW6b9m2z//+ydDcezYP+OPudTu3tg/zNmWaBDT2T9upyeQ/rfYP94FKKZwVNc/kQUyxcLT1j8HOD5A6RzZPwZkfpC+7dk/1CdzhKxt2j9Q9ItYwfHYPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"7834\"},\"selection_policy\":{\"id\":\"7833\"}},\"id\":\"7809\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9554\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6110\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9556\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"6113\"}]},\"id\":\"6152\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"LsCJjNSE2z/MCMvxrSfaP1Z7hFB35to/qCl4tVBQ2D9yYl9tEvXUPw1Q4bDCDdQ/0DHkx6gs1D/KKgfuUeLTP6XtuZgjKdM/hOrHpWb+0D/lZwo4JEDRP1ekWleLa9M/+GY0a/JC0z/4ttc3ymnTP70bSjDTfdM/Pa8n3yV10j/mR5dwESnTP9xxfHwtc9M/+0MPNRcC1D8SfZjIfhTVP91q8fd+jdY/we6Ol71g1z8oyIs/AtnXP90E1xoMW9k/0a0QXZA/3T8uzsGX+1vcP7Af8v4hF9s/iKxqTzN72j+C09Adj5XaPxjKpFXhMNw/fK4PKbSU2z8QwpX+94XZP4K0Bhnhk9o/0EVtjPge2z9yaYuhA5HbP/jHu97pE90/jLAys0A63D9e659atNfcPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"9576\"},\"selection_policy\":{\"id\":\"9575\"}},\"id\":\"9553\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7811\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"7833\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"10804\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"6138\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"7834\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"8575\"},\"glyph\":{\"id\":\"8576\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"8578\"},\"nonselection_glyph\":{\"id\":\"8577\"},\"view\":{\"id\":\"8580\"}},\"id\":\"8579\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"10805\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6112\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"7177\"}},\"id\":\"7182\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9555\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4367\"},\"glyph\":{\"id\":\"4368\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4370\"},\"nonselection_glyph\":{\"id\":\"4369\"},\"view\":{\"id\":\"4372\"}},\"id\":\"4371\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"g62KVacC5j8ijvbo6pnkPyrI49QfvuQ/wz6iNuqH4z91x2ijQw/hP6M378lDi94/iFFwzbXu3T9DeIsL0M3ePzLiCMgeTeA/ffJD2I+63z/Ykb0Zl03hPwYU2jRweOE/7ruozNNO4T8rxCV5p7TfP0PXrZNlvN0/yzlL2v0+4D9k76Ro89rhP7pWNkTiROE/kJE8cMOT4T+Iy+jsZKngP3f6K+8cGeE/uMxzMf4T4T9bbOKECv7dP2ja7uz3eds/fYkyV18w3D9dIRuT/kfbP85IhcGu+ts/shq13V932z99R1MOAtvbP5vSXPsKzds/ikEEiYcT2T+aWu1jewPYP20q/v168tc/Jaq5lQ/X1z+C3qINw3nYP/MpJ5mBaNg/2DeQ5B3f2D/CxmQBeIrYPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"6138\"},\"selection_policy\":{\"id\":\"6137\"}},\"id\":\"6109\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"8485\"}},\"id\":\"8490\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"10807\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"9575\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"9576\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"10808\",\"type\":\"AllLabels\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"9861\"},\"glyph\":{\"id\":\"9862\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"9864\"},\"nonselection_glyph\":{\"id\":\"9863\"},\"view\":{\"id\":\"9866\"}},\"id\":\"9865\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"2003\"},\"group\":null,\"major_label_policy\":{\"id\":\"2004\"},\"ticker\":{\"id\":\"1969\"}},\"id\":\"1968\",\"type\":\"DatetimeAxis\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"5755\",\"type\":\"Title\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"7177\"},\"glyph\":{\"id\":\"7178\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"7180\"},\"nonselection_glyph\":{\"id\":\"7179\"},\"view\":{\"id\":\"7182\"}},\"id\":\"7181\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6111\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"4930\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"5764\",\"type\":\"LinearScale\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"6157\"}]},\"id\":\"6198\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7178\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"8489\"}]},\"id\":\"8528\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10792\"},\"group\":null,\"major_label_policy\":{\"id\":\"10793\"},\"ticker\":{\"id\":\"5773\"}},\"id\":\"5772\",\"type\":\"LinearAxis\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"8485\"},\"glyph\":{\"id\":\"8486\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"8488\"},\"nonselection_glyph\":{\"id\":\"8487\"},\"view\":{\"id\":\"8490\"}},\"id\":\"8489\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"6137\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"9861\"}},\"id\":\"9866\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7180\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10795\"},\"group\":null,\"major_label_policy\":{\"id\":\"10796\"},\"ticker\":{\"id\":\"5769\"}},\"id\":\"5768\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8486\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"9997\",\"type\":\"BasicTicker\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10750\"},\"group\":null,\"major_label_policy\":{\"id\":\"10751\"},\"ticker\":{\"id\":\"4316\"}},\"id\":\"4315\",\"type\":\"LinearAxis\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"dlL5RooF3D9b89um3GHZP1CPzls73tg/LjVdbFdX2j9686nojZPYP8ZEYHu6F9o/66xV4PCn2z/gakEYhm/YP1Vvx0M36dk/Q8+keAVN2j81ArQhy8HYP+bkiXFWd9k/TCcqy5Gp2z/TcDAat57aP9pTp83SK9o/QgPuwGcq2D8AZFb+EmrZP0qJIB1YiNk/zG0ax4Q32T8Q9f/L123WPySFIdLnq9U/3pIymNtt1j84sC5yWQ7WPzbnR6J3CNY/3Id2fl0f1D9GXoCjobPTP4gUvORnpdU/Vn2ivaZ41T9rNh4VM4fWP1qbAOHv29g/XjzXnJuj1j8chzP/xsDXP/w6QctBEtg/dshVe4vg1T+U6lKW7tPXP5A6L1WAzNY/MjEWZa5R2D940JYLvfzaPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"7200\"},\"selection_policy\":{\"id\":\"7199\"}},\"id\":\"7177\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9862\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"5795\",\"type\":\"DataRange1d\"},{\"attributes\":{\"tools\":[{\"id\":\"4286\"},{\"id\":\"4287\"},{\"id\":\"4288\"},{\"id\":\"4289\"},{\"id\":\"4290\"},{\"id\":\"4291\"}]},\"id\":\"4293\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8488\",\"type\":\"Line\"},{\"attributes\":{\"overlay\":{\"id\":\"10006\"}},\"id\":\"10002\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"5762\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"5781\",\"type\":\"HelpTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"scOq9FDq5D9G5KR+wVrkP3K7Mu6e2+M/SfpgYhsG5D/hT+AMP8HhP2ott82k3N4/1Q3qrzmY3j++EJ0pK5jeP060MAbmbt4/mkvi/thr4D9DWpVtgunfPyf/y1queeE/UY/ulA6S4T8buUPZX5TgP0Y0ifwkZOA/GV5nPp4n4T/1lMXMWErhP/cQQVcEpeE/wKQ7gfq04D+4DRnh1r7gP0c8Tx17OuA/LdFRI7S54D9jEjwoVbLfPzkO7Vuptt8/IvY14UAB3z9BE8ft2YHfP7OjH0o1T98/d9iECTUA3z96gKwz2/DeP9XZm1Uvld8/RlJ1x0Pe3D/d7Ozzc0rdP5eHn4I69N0/ioAeb0LY3j8LW+oRS2jfP1Vg7uWiVN4/0PzmM+B53D+byYSsbBLcPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"8514\"},\"selection_policy\":{\"id\":\"8513\"}},\"id\":\"8485\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"below\":[{\"id\":\"5768\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"5771\"},{\"id\":\"5775\"}],\"height\":40,\"left\":[{\"id\":\"5772\"}],\"outline_line_width\":0,\"title\":{\"id\":\"5758\"},\"toolbar\":{\"id\":\"5783\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"5760\"},\"x_scale\":{\"id\":\"5764\"},\"y_range\":{\"id\":\"5762\"},\"y_scale\":{\"id\":\"5766\"}},\"id\":\"5757\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"9898\",\"type\":\"Selection\"},{\"attributes\":{\"child\":{\"id\":\"9981\"},\"title\":\"Tanger - t\\u00e9touan\"},\"id\":\"9982\",\"type\":\"Panel\"},{\"attributes\":{},\"id\":\"4324\",\"type\":\"HelpTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7179\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"5758\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"5769\",\"type\":\"BasicTicker\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9864\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"7199\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"4312\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"5766\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"4309\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis\":{\"id\":\"5768\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"5771\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8487\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"8pFDzQzo2z9oDt6YpynbPz0/lu1L5do/yNG1bchj1j/wq8F6HmjSPxj2C+fkS9I/+JiGrW2c0T+gK30IKLDOP4mKRSeytNA/AFDJXHU90j+2rDJoxCvVP5tlkiuAdNc/9GRxytFO1z9x6ohaeLzXP7qCI0Vp8Nc/W7bsO5x51j+uK7kyuszWPwcvVVT6UdY/atSklxAo1T//a3V6oR3WP8LX3iUjBtQ/eP74SCMt1D/UnroRonzVP/TnyB5WLdY/6J/zeOBs1D/MAbaXbAPVP1h75d5hTdQ/+8aG9FA51T/zinnzSizWP+f90sG9O9Q/DYZxe8Oa0z8HH2mxfrDTP7xgM/BjYtU/gzqEwXx31T8btgt7U1PXP87tXfmRDtc/PCyrUyOF1T/qOjrI4q7UPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"9898\"},\"selection_policy\":{\"id\":\"9897\"}},\"id\":\"9861\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"10003\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"7200\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"4376\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"axis\":{\"id\":\"5772\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"5775\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"8513\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"5773\",\"type\":\"BasicTicker\"},{\"attributes\":{\"source\":{\"id\":\"7849\"}},\"id\":\"7854\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"10000\",\"type\":\"PanTool\"},{\"attributes\":{\"below\":[{\"id\":\"5801\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"5804\"},{\"id\":\"5808\"}],\"height\":40,\"left\":[{\"id\":\"5805\"}],\"outline_line_width\":0,\"title\":{\"id\":\"5791\"},\"toolbar\":{\"id\":\"5816\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"5793\"},\"x_scale\":{\"id\":\"5797\"},\"y_range\":{\"id\":\"5795\"},\"y_scale\":{\"id\":\"5799\"}},\"id\":\"5790\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"10001\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"8514\",\"type\":\"Selection\"},{\"attributes\":{\"children\":[{\"id\":\"10509\"},{\"id\":\"9983\"},{\"id\":\"10542\"}]},\"id\":\"10575\",\"type\":\"Column\"},{\"attributes\":{},\"id\":\"5777\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9863\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"9920\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"5776\",\"type\":\"PanTool\"},{\"attributes\":{\"overlay\":{\"id\":\"5782\"}},\"id\":\"5778\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"3208\"},{\"id\":\"3240\"},{\"id\":\"3274\"},{\"id\":\"3310\"},{\"id\":\"3348\"},{\"id\":\"3388\"},{\"id\":\"3430\"},{\"id\":\"3474\"},{\"id\":\"3520\"},{\"id\":\"3568\"},{\"id\":\"3618\"},{\"id\":\"3670\"}]},\"id\":\"3178\",\"type\":\"Legend\"},{\"attributes\":{},\"id\":\"5779\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"9897\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"5780\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"10810\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"label\":{\"value\":\"Manufacturing\"},\"renderers\":[{\"id\":\"7853\"}]},\"id\":\"7890\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"9591\"}},\"id\":\"9596\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"7849\"},\"glyph\":{\"id\":\"7850\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"7852\"},\"nonselection_glyph\":{\"id\":\"7851\"},\"view\":{\"id\":\"7854\"}},\"id\":\"7853\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"6153\"},\"glyph\":{\"id\":\"6154\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"6156\"},\"nonselection_glyph\":{\"id\":\"6155\"},\"view\":{\"id\":\"6158\"}},\"id\":\"6157\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"10811\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7850\",\"type\":\"Line\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"5782\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"10813\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"9595\"}]},\"id\":\"9630\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10807\"},\"group\":null,\"major_label_policy\":{\"id\":\"10808\"},\"ticker\":{\"id\":\"5802\"}},\"id\":\"5801\",\"type\":\"LinearAxis\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"9591\"},\"glyph\":{\"id\":\"9592\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"9594\"},\"nonselection_glyph\":{\"id\":\"9593\"},\"view\":{\"id\":\"9596\"}},\"id\":\"9595\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"5797\",\"type\":\"LinearScale\"},{\"attributes\":{\"source\":{\"id\":\"6153\"}},\"id\":\"6158\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7852\",\"type\":\"Line\"},{\"attributes\":{\"axis\":{\"id\":\"5801\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"5804\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"4356\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"10814\",\"type\":\"AllLabels\"},{\"attributes\":{\"axis\":{\"id\":\"1972\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"1975\",\"type\":\"Grid\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"rRibuo5z2T/K1SAdW4LZP6aRC8cjUNU/cSOcR67c1D/88zJ+D1jTP04zVu83dtQ/YNw3uY9o1T+PnwczWOPWP17NBgEPiNc/aKFyLQeu2z/8gJ3UWNzcPxq1f/uBut8/g+dMPAeX3z8OIpY01E7gP1jVXGwLi98/smak5pkA4D9SyMKzraLfPwIHm/jvS+A/1oLzoSaT4D/KrnZaRpngPw4ZQ6fWWd4/W4yG4ovB3j+6HCRfjbHcPx31tkViztk/OTZhzXpa2j9goPwrXEfZP76stdOzxdk/xA/YWajf3D/etOy+ANrePzZYKz4MdN8/+5Ur74/I4D82WKgxQOvgPx6LJxfimOE/KDYLK+HL4T9dSGEkYorgP3hUkNFZwd8/8lPliUQF4D+2ngT2OljePw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"7876\"},\"selection_policy\":{\"id\":\"7875\"}},\"id\":\"7849\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9592\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6154\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1979\",\"type\":\"SaveTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9594\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"a4UmW2JK1z+PBxSOdLrWP+frZD4wiNU/Pc8CHGKd1D9fr7WtiGPPP11HwycGctE/zoPPGujg0D+glgGs+AfQP0xN1A/QC9A/zCqWjE740T9wV09GGzzSPzEpTGMqWdU/QoYuAONb0z+TecnrRaHTP+R9vUMIjtM/vyG+pl4R1D8wijFbthbTPzX908YwPtM/oNiZlcBU0T+kDVwl4bPTPxclADGwIdU/7LcKO/V81z92lxKlTC3YP2Il0LaMZtg/SP/UoeG21z+INA1lCXzYP0p0o5Yw4dU/79IWQyxy1T9DmKpq4yzTPypSCMzXXdI/CzNgnq390j/fExbDbPTTP8Nh0voUSdM/UjtCSy4M0z8YMrpT1+XTP2OEH4JiBtc/lEcisdoU1z/cNeE8+KvWPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"9616\"},\"selection_policy\":{\"id\":\"9615\"}},\"id\":\"9591\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7851\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"6184\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"7875\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"axis\":{\"id\":\"5805\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"5808\",\"type\":\"Grid\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"4371\"}]},\"id\":\"4396\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6156\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4369\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"5806\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"7876\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"vTv2ptEZ4z+ogS3nj4rjP0nicgPXhuM/Z/paNnLF4z+0xHh0IJfiP2ZXzmfWJOE/I389ucMg4D/VucOYXGLfPx60GFGKet8/EMi2XP0A3z9wuq2zmaHfP/rvTs5exN8/o9j4p5453z893hSNmznfP6WpSHJLot8/hmhIym4s4D8TvBMf35/hP89dPPhtG+A/GB0zf61r4D+V2uLqk9fhP9bZw0s/zuE/Q0c4ChED4T88leM9/fTgP4ooGmNNQt8/tNtMvqKo4D+9MLI4uqDgPw0giCpu/t8/hkuKzI5O4D9l5mNrbqPgP6FQoUGvTOA/AodU4WgB4D/aBmwQVIzfPzoA2JSP9d4/8oNht+LA3T/q/pX+dYTePwPWHKSZ0t8/Xvj/iyP43j9C943jobTgPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"6184\"},\"selection_policy\":{\"id\":\"6183\"}},\"id\":\"6153\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9593\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"8607\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"7239\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"9615\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"9953\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4370\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"5810\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"source\":{\"id\":\"4367\"}},\"id\":\"4372\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"5809\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"9616\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"9922\",\"type\":\"LinearScale\"},{\"attributes\":{\"overlay\":{\"id\":\"5815\"}},\"id\":\"5811\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"5828\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"5812\",\"type\":\"SaveTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6155\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"9913\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"5813\",\"type\":\"ResetTool\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"6203\"}]},\"id\":\"6246\",\"type\":\"LegendItem\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"4358\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"7240\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"6183\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10918\"},\"group\":null,\"major_label_policy\":{\"id\":\"10919\"},\"ticker\":{\"id\":\"9931\"}},\"id\":\"9930\",\"type\":\"LinearAxis\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"66HeiF184j9cvrR+7pXhP70AND4UmN8/VtA0mwBS2z+wEuS1mJ7UP0OQTZwD5NE///4rjN4I0T+MXpJP7kvSP2DFOa0RTNU/A65OjWGM1z+Ea9ihK6TbP9LPsw8TKN4/2eZFzkFW3j90fHpHS0rfP3eTop0LV+E/3BhID2rn4j+qA0ANeEXkP3QNj1m5kOI/az512jGl4T8iJG7O/5XhP+jvnD8GhuE/Yq+x/zo84T/MgAqw2CzfPwmpSyLKb94/FnRihF7B4D9BOnplPivhPxoR2t6/q+E/CF3iDRIP4j+SuOPJJ1niPxT/XVIPU+I/vELC8VkY4j/gaGyeVQniP7IV+JWhsuI/NOscl4x84j+8G7RNkBPiP0SZmekVLOE/DNLloMLF4D/mse0WLeTePw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"4382\"},\"selection_policy\":{\"id\":\"4381\"}},\"id\":\"4367\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"7215\"}},\"id\":\"7220\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"9951\",\"type\":\"DataRange1d\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"5815\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10921\"},\"group\":null,\"major_label_policy\":{\"id\":\"10922\"},\"ticker\":{\"id\":\"9927\"}},\"id\":\"9926\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8578\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"4355\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"5846\",\"type\":\"ResetTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"hTwLoHhE6T+IlzEDILDmP0GDDZXe1OY/7728PZrc5j/fAcL+1/XmP8iPWGOqG+Y/MMHXu7Ma5j+1qmV3xHzkPzmufqr2rOI/mx35d9Z+4j+BJBMWNhbhP92Pf2BKXN4/2oBnpxU63T/Fnvy+kYLaP1JhZGUmMNw/T2FkZSYw3D+594L0NQfYP+WC12sVzdI/N3gN7IQo0z+dNYaEdVnWP0jzXup1LdY/GAdJQoHi1z+uGYApxnDeP0Ilg+f9T+E/QRYxoooc4z9qnhZnvuzlP9bFnp5+rOQ/6TL3sNgY5D9CoOFyfsTiP7e5HieCXeE/RUxRWMeO4D+CguYaPazgP4Vnpey1tNw//NXC7AYV3D8sHHGqs/LdP06T+7cec9w/xqxE5Giw3j9BYJ2mzCPgPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"7240\"},\"selection_policy\":{\"id\":\"7239\"}},\"id\":\"7215\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"below\":[{\"id\":\"9926\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"9929\"},{\"id\":\"9933\"}],\"height\":40,\"left\":[{\"id\":\"9930\"}],\"outline_line_width\":0,\"title\":{\"id\":\"9916\"},\"toolbar\":{\"id\":\"9941\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"9918\"},\"x_scale\":{\"id\":\"9922\"},\"y_range\":{\"id\":\"9920\"},\"y_scale\":{\"id\":\"9924\"}},\"id\":\"9915\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"4936\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"9939\",\"type\":\"HelpTool\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"6468\"},{\"id\":\"6469\"},{\"id\":\"6470\"},{\"id\":\"6471\"},{\"id\":\"6472\"},{\"id\":\"6473\"},{\"id\":\"6474\"},{\"id\":\"6475\"},{\"id\":\"6476\"},{\"id\":\"6477\"},{\"id\":\"6478\"},{\"id\":\"6479\"}]},\"id\":\"6429\",\"type\":\"DatetimeTicker\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"8627\"}]},\"id\":\"8672\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"9916\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"5867\",\"type\":\"AllLabels\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"LQcYzXhz5T/5HYpRI3fmPxeARKcAoec/lkXVZIbD5z/l9VRrmTHmP/nHzC6PzuM/TwbM2J4B4j/cH8HYTOPgP9NEtRzLBeA/GyhvAx/B3D+O03c35MzcP3ZYWzKCeds/i2Y8dEgC2z9G4U6K4yjcP7ontq6xpNw/Apb7jVyj3T/TM4yPHsjdP3eRgXOQ+dw/ZxCy8JJH3D8lAc7Mo7veP0rOslBect4/04OcSoxt3T8xpfzoJbTePy7YX6Y4eeA/jI9cShyW4T8npSS3HY7iP62QjFun3+E/FivnLu8W4T8Djx8L3J7hPwoAsHdqzeE/2cBjZh9m4T9DJaPjOWTgP+XPbn54ct8/6Gt+qu313j+Lg2yJLFngPw5YEPtKVuA/YCzTMlqf3z84wrOBcDDfPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"8560\"},\"selection_policy\":{\"id\":\"8559\"}},\"id\":\"8529\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"9927\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"9924\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"10822\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"source\":{\"id\":\"8575\"}},\"id\":\"8580\",\"type\":\"CDSView\"},{\"attributes\":{\"axis\":{\"id\":\"9926\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"9929\",\"type\":\"Grid\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"7219\"}]},\"id\":\"7254\",\"type\":\"LegendItem\"},{\"attributes\":{\"children\":[{\"id\":\"4861\"},{\"id\":\"4335\"},{\"id\":\"4894\"}]},\"id\":\"4927\",\"type\":\"Column\"},{\"attributes\":{\"axis\":{\"id\":\"9930\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"9933\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"10823\",\"type\":\"AllLabels\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"CZ0eARal2z8D+pF71rHaP5u0vGStk9k/0H1p2KR32T/SvUHh1nzYP33xfcsBSNY/TiDyBhRb1z+jlQHVf13WP5hMV2SJEtc/ccrGlqNJ1z9tQhNEJX7YP0EoDA6Bqtc/YkvnOf0T1z+TOw69nw/YP2ru0m9cF9c/AV3/yS6U1z/rw7a2P/PYP4AHlIQElNY/k54275Qj1z+RUt53BMTXP7XYe92PH9c/Gx7zHxWV2D8Tw4ccUXrXP865KV9INdY/aui4CPnq1T9129EtTuXVP9+U93gqTdY//ggg5W5w1T+7tEM1v4TVPwDDQSmcANU/V2vFrjwc1T9iFcIYS6TVP66YXfUAdNY/OvNpPa7C1T+fXDn9QBDXP5c1G6ututY/ZnL2mJHe1j+pVJmlbArXPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"8608\"},\"selection_policy\":{\"id\":\"8607\"}},\"id\":\"8575\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"8579\"}]},\"id\":\"8622\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"9931\",\"type\":\"BasicTicker\"},{\"attributes\":{\"below\":[{\"id\":\"9959\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"9962\"},{\"id\":\"9966\"}],\"height\":40,\"left\":[{\"id\":\"9963\"}],\"outline_line_width\":0,\"title\":{\"id\":\"9949\"},\"toolbar\":{\"id\":\"9974\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"9951\"},\"x_scale\":{\"id\":\"9955\"},\"y_range\":{\"id\":\"9953\"},\"y_scale\":{\"id\":\"9957\"}},\"id\":\"9948\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"4377\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"10825\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"8608\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"9935\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"source\":{\"id\":\"7891\"}},\"id\":\"7896\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"9934\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"10826\",\"type\":\"AllLabels\"},{\"attributes\":{\"overlay\":{\"id\":\"9940\"}},\"id\":\"9936\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"9937\",\"type\":\"SaveTool\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"6463\"},\"group\":null,\"major_label_policy\":{\"id\":\"6464\"},\"ticker\":{\"id\":\"6429\"}},\"id\":\"6428\",\"type\":\"DatetimeAxis\"},{\"attributes\":{},\"id\":\"9938\",\"type\":\"ResetTool\"},{\"attributes\":{\"source\":{\"id\":\"9631\"}},\"id\":\"9636\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"7895\"}]},\"id\":\"7934\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"6199\"},\"glyph\":{\"id\":\"6200\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"6202\"},\"nonselection_glyph\":{\"id\":\"6201\"},\"view\":{\"id\":\"6204\"}},\"id\":\"6203\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"9940\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"7891\"},\"glyph\":{\"id\":\"7892\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"7894\"},\"nonselection_glyph\":{\"id\":\"7893\"},\"view\":{\"id\":\"7896\"}},\"id\":\"7895\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10933\"},\"group\":null,\"major_label_policy\":{\"id\":\"10934\"},\"ticker\":{\"id\":\"9960\"}},\"id\":\"9959\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"1977\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"9955\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis\":{\"id\":\"9959\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"9962\",\"type\":\"Grid\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7892\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"6199\"}},\"id\":\"6204\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Manufacturing\"},\"renderers\":[{\"id\":\"9635\"}]},\"id\":\"9672\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"9631\"},\"glyph\":{\"id\":\"9632\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"9634\"},\"nonselection_glyph\":{\"id\":\"9633\"},\"view\":{\"id\":\"9636\"}},\"id\":\"9635\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"5791\",\"type\":\"Title\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7894\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"4381\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"7020\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6200\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"ouOuh0Jo6D8Qz8On64XoPxzgYXSDSug/ZhOXeAi15z/C7UNrj2nkP7fKagnlauE/bJdCUUuD4D9oY4t28lbePzawYXrsbt0/6fmFqgMt3T90boZ6V07eP6c9I60SGd8/dIOrKOvp3j/6FGoiHrLdP3GTSkTA+N0/QEtAovFp4D/il4IlH2LiP4zg+w7o6OE/to4942hf4T/hSEBOV5HhPwwBHfZzJOI/vhs+s4IC4j+peIOgzn7hPzq2HyV3XOE/uM9mzOuR4j++hvsRooLjP0lBhK6fN+M/1dfmlx3E4z87qpp/TSbkP1VDOGPn0eM/+lIMHblq4j+r6lBs6UviP30Ydrj3JOI/lT62M1v44T/2UO7A0aHgPxbOga5ESeE/TG3X8c4N4D/GcBNaO5vePw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"7920\"},\"selection_policy\":{\"id\":\"7919\"}},\"id\":\"7891\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9632\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"5847\",\"type\":\"HelpTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9634\",\"type\":\"Line\"},{\"attributes\":{\"tools\":[{\"id\":\"5809\"},{\"id\":\"5810\"},{\"id\":\"5811\"},{\"id\":\"5812\"},{\"id\":\"5813\"},{\"id\":\"5814\"}]},\"id\":\"5816\",\"type\":\"Toolbar\"},{\"attributes\":{\"axis\":{\"id\":\"9963\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"9966\",\"type\":\"Grid\"},{\"attributes\":{\"source\":{\"id\":\"7255\"}},\"id\":\"7260\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"B6hzzXsI3T8Tbg0m/2PYP+QkkutV19c/7XUDaxkt1T9YYGv03FLVP694sOkkQdQ/SRSh0GQZ1j+n5BBjjXDYP80BbkQ/Ftw/YyMHHrU53T+gD45jx/vfP1SQ9GWQVOA/bVHoNcp94T8PJAJmbVfhP63utSpfgOE/5Q3jeD5z4D/7sBpbLjbiP9BSCBNdouI/lG0TlmV/4T81KZYvda3fPyf2kyTSZt4/O3E24cQT4D9pRvZCSJ3gP1gNXJ0wSd4/mB9hTO0d2z/zMkkklAjbP7EitdQtxNs/f0uXATIo3D//CGsiWm3aP3AXMzKVa9k/NNl0OJBj2j9144uzGtDYPzAz6+Opa9w/I2a28jSg3D/vQWegNYbcP7Sg7bUdC90/sUi2fv+Q2j9D8WK2Ar3XPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"9658\"},\"selection_policy\":{\"id\":\"9657\"}},\"id\":\"9631\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7893\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"9964\",\"type\":\"BasicTicker\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6202\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"7939\"}]},\"id\":\"7980\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"10004\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"7919\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"0PyIlL0/3j+ywxzzjK3bPzhgWsWPIdk/rb3NNwOw2D+FVbMZxbfXP3M7Cbp2qdg/RlFRFv6J2T8U+3QCPnrZPw4NUAZWAdo/8pqwuWcF2z/VoEegLrHaPwrObx7wY9w/yvbZA8dB3D9thG53Si/cP80hJbNfUdw/EH8CSz1/3j+VH2ss0JbeP/XudZBSt90/GPKOg8JG3T8jC4gBMgvdP0r1wVrnp9w/fUh9q19L3D8ugjcTjnTbP2uR5ny6Jtw/vfmvUxWy3T9KoxlctJrcPwIcyyLiTt8/8rjP3Lto4D+pwSU64OjgP6J65elOQuA/xpMjKyu33z+lKvYNxdfcP5gR7wxW5N0/PjaiSxI82z/zZPzoWBHaP0sWhuVms9k/m8DYQAbt2T/YAow54rraPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"6232\"},\"selection_policy\":{\"id\":\"6231\"}},\"id\":\"6199\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"tools\":[{\"id\":\"4352\"},{\"id\":\"4353\"},{\"id\":\"4354\"},{\"id\":\"4355\"},{\"id\":\"4356\"},{\"id\":\"4357\"}]},\"id\":\"4359\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"9968\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"7920\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9633\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"9967\",\"type\":\"PanTool\"},{\"attributes\":{\"overlay\":{\"id\":\"9973\"}},\"id\":\"9969\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"9657\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"10828\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"label\":{\"value\":\"Manufacturing\"},\"renderers\":[{\"id\":\"7259\"}]},\"id\":\"7296\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"8623\"}},\"id\":\"8628\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"7255\"},\"glyph\":{\"id\":\"7256\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"7258\"},\"nonselection_glyph\":{\"id\":\"7257\"},\"view\":{\"id\":\"7260\"}},\"id\":\"7259\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4368\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9718\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6201\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"9970\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"9971\",\"type\":\"ResetTool\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"6251\"}]},\"id\":\"6296\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"10829\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"9658\",\"type\":\"Selection\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7256\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"6231\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"8623\"},\"glyph\":{\"id\":\"8624\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"8626\"},\"nonselection_glyph\":{\"id\":\"8625\"},\"view\":{\"id\":\"8628\"}},\"id\":\"8627\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"10831\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"6232\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1962\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"6426\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"4379\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7258\",\"type\":\"Line\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"9973\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"10832\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"6433\",\"type\":\"BasicTicker\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"dCp3H+oX3j90Kncf6hfeP3Qqdx/qF94/dCp3H+oX3j90Kncf6hfeP3Qqdx/qF94/dCp3H+oX3j90Kncf6hfeP3Qqdx/qF94/dCp3H+oX3j90Kncf6hfeP3Qqdx/qF94/dCp3H+oX3j/uk6BWZFPgP+6ToFZkU+A/7pOgVmRT4D/uk6BWZFPgP+6ToFZkU+A/7pOgVmRT4D/uk6BWZFPgP3Qqdx/qF94/dCp3H+oX3j90Kncf6hfeP3Qqdx/qF94/7pOgVmRT4D+ikoWd05rhP6KShZ3TmuE/opKFndOa4T+ikoWd05rhP1eRauRC4uI/CpBPK7Ip5D8KkE8rsinkPwqQTyuyKeQ/v440ciFx5T9zjRm5kLjmP3ONGbmQuOY/vo40ciFx5T8KkE8rsinkPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"7282\"},\"selection_policy\":{\"id\":\"7281\"}},\"id\":\"7255\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"4380\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"6436\",\"type\":\"PanTool\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8624\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"wydUaU+45D/D/k17hyzjP6obacQyGOM/VFPLqWxM4T+6te+AoYjdP5PqB6A5eNo/EuqjuLtq2T8CPGJIzBnZP3sNg8UjCtw/9R5lQRtB3D+2RsN0dU3fP0P3qJzuU+A/frr2kZE03z99bhS5OAnePy62X5XWkN4/SkZCvr7s3z+v59vNsyLhP8DIdDxPRd8/oIhM1Mar3j/qL4PK0MreP1hikYOtAOA/GjteUhkm3j/6myxgTnPaPyjh///WXdc/2gN/oYi62j+TqVdVjiPbPy3/HLMkito/rS/gmFVD2j+NlSIUarXaPzN3c0LI3do/OrMG5NOd2T9tvSpat/vVPyxzHUrQ/dQ/oK7izxHG1D+x+Rvd+KrTPxRfNK5sWdM/tdvUmblU0z97t472R/XTPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"5872\"},\"selection_policy\":{\"id\":\"5871\"}},\"id\":\"5857\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8626\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"cJhxG76P3D/KvTuobzXbPxdsfz15ndo/oc8TUjL+1z+HO4iwoCnXP3j912XQqdU/d3HwRI5+1T/ZymX3MWPVP4pZDNCQd9Y/A8oRUecb1z9h1bNuRuPXPypTLuZED9o/Gwjmmucg3T8xZ8zJe6HdP4+2hccf+d4/CmyOWQp73z8gNY044jDfPw+qee4jp98/Rx6dYVQu3j/Jn47BErDdP1KxSMQhb9w/z6nSZQ8a3D/i+KRUNrvaP90FCBTtwNw/DlT/DkJo3T+VmUfnMavcPw6HMnj8l9s/f1NIfZZy3D/2gkriKCLcP16RwAMGTd4/wqxaJ8jc3D+48va4DQ/cPymO96pQX98/BxjdCamK4D+yeHPEV/jgP1DpX+PIQeE/eTZjW8rg4D9YZddHvHjgPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"8658\"},\"selection_policy\":{\"id\":\"8657\"}},\"id\":\"8623\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"tools\":[{\"id\":\"9967\"},{\"id\":\"9968\"},{\"id\":\"9969\"},{\"id\":\"9970\"},{\"id\":\"9971\"},{\"id\":\"9972\"}]},\"id\":\"9974\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7257\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"7281\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10804\"},\"group\":null,\"major_label_policy\":{\"id\":\"10805\"},\"ticker\":{\"id\":\"5806\"}},\"id\":\"5805\",\"type\":\"LinearAxis\"},{\"attributes\":{\"tools\":[{\"id\":\"5776\"},{\"id\":\"5777\"},{\"id\":\"5778\"},{\"id\":\"5779\"},{\"id\":\"5780\"},{\"id\":\"5781\"}]},\"id\":\"5783\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"4382\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"7282\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8625\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"8677\"}]},\"id\":\"8724\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"8657\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"2594\"},\"group\":null,\"major_label_policy\":{\"id\":\"2595\"},\"ticker\":{\"id\":\"2567\"}},\"id\":\"2566\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"5814\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"8658\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"5802\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"5799\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5857\"},\"glyph\":{\"id\":\"5858\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5860\"},\"nonselection_glyph\":{\"id\":\"5859\"},\"view\":{\"id\":\"5862\"}},\"id\":\"5861\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"7935\"}},\"id\":\"7940\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"9748\",\"type\":\"Selection\"},{\"attributes\":{\"axis\":{\"id\":\"6428\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"6431\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10017\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"5857\"}},\"id\":\"5862\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"9673\"}},\"id\":\"9678\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8532\",\"type\":\"Line\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"5848\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"axis\":{\"id\":\"5838\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"5841\",\"type\":\"Grid\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"7935\"},\"glyph\":{\"id\":\"7936\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"7938\"},\"nonselection_glyph\":{\"id\":\"7937\"},\"view\":{\"id\":\"7940\"}},\"id\":\"7939\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"tools\":[{\"id\":\"1976\"},{\"id\":\"1977\"},{\"id\":\"1978\"},{\"id\":\"1979\"},{\"id\":\"1980\"},{\"id\":\"1981\"}]},\"id\":\"1983\",\"type\":\"Toolbar\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"9949\",\"type\":\"Title\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"9717\"},\"glyph\":{\"id\":\"9718\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"9720\"},\"nonselection_glyph\":{\"id\":\"9719\"},\"view\":{\"id\":\"9722\"}},\"id\":\"9721\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"6247\"}},\"id\":\"6252\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7936\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"5866\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"9673\"},\"glyph\":{\"id\":\"9674\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"9676\"},\"nonselection_glyph\":{\"id\":\"9675\"},\"view\":{\"id\":\"9678\"}},\"id\":\"9677\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"10840\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7938\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"s9lDeXHd6D9aOALCOUroP7k2T748QOk/Asv2JQc46D+8Mih4PGHmP8OWZ+8OceM//SZOpNb94T9qJMuPmtrgP36VtoVUU+A/KMrO6kYZ4D/g47ma1pHgPyja3LmH0t0/A07bnPyK3D9zwGGinIHcP82+uDJ6zdk/JENvzFvj2T9IGGfgADLZPzPOULdC1Nc/no+JZgmG1z9wMAOyYxjaP85b54wPXds/IEk1/g9O3D95dcsmXrPcP1Qw3VfOZ9w/D3RRhkFg3T8aI6dNqjLfP5CVlaUysd0/D2b/b1oh3T94HACus13dPxrJ2KfUOt0/fiTXxA0o3T+5lP9/wO3cPyRZHWNr2N0/lGFTKU/c3j/228flJHLeP2iEkj1wD98/z0hozNk43j/WuuMGTJ7dPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"7966\"},\"selection_policy\":{\"id\":\"7965\"}},\"id\":\"7935\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9674\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"10005\",\"type\":\"HelpTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"6247\"},\"glyph\":{\"id\":\"6248\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"6250\"},\"nonselection_glyph\":{\"id\":\"6249\"},\"view\":{\"id\":\"6252\"}},\"id\":\"6251\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"10841\",\"type\":\"AllLabels\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"4384\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9676\",\"type\":\"Line\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"4385\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"10843\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6248\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"7297\"}},\"id\":\"7302\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"Bu9vxQDW6D9qWAGagWzoPx3EmKx6FOg/Kv1GrL/85z+Atd29Id3lP6ypRWu0GOQ/B2RUqSKs4z+nP8YJ+WXjP6yaZzDa9uM/+9mLvxuD5D9O3qsl7VjkP8wps/5maeQ/sVl1teaH5D96ZRmHqeHjP8N61sWWe+M/JC4o1V784z9cyTG3NALlP58CvwGC4uQ/IgjwGw455D86A/cEF2LkP138FrmvMeQ/ziiTAhRR4z+fAQXh8UjiP8UqqGc1nOI/DBQ4+o7H4j8wfk63GgDjPwAzS4x0suI/dYp7md/D4j/iWKpLyU/jPyQvqyv5mOM/u6zOZAX94T+gvGNo/EbiPx4AMjwjPOI/5LEHii5Q4z8GqeURnVfjP7yMJOO/MuM/oLIOA5jS4T8ZUS6tvZvgPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"9702\"},\"selection_policy\":{\"id\":\"9701\"}},\"id\":\"9673\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"8856\"},{\"id\":\"8888\"},{\"id\":\"8922\"},{\"id\":\"8958\"},{\"id\":\"8996\"},{\"id\":\"9036\"},{\"id\":\"9078\"},{\"id\":\"9122\"},{\"id\":\"9168\"},{\"id\":\"9216\"},{\"id\":\"9266\"},{\"id\":\"9318\"}]},\"id\":\"8826\",\"type\":\"Legend\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"10015\"},\"glyph\":{\"id\":\"10016\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"10018\"},\"nonselection_glyph\":{\"id\":\"10017\"},\"view\":{\"id\":\"10020\"}},\"id\":\"10019\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7937\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1980\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"10844\",\"type\":\"AllLabels\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"7985\"}]},\"id\":\"8028\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"8730\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6250\",\"type\":\"Line\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"4386\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"4387\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"4395\",\"type\":\"YearsTicker\"},{\"attributes\":{},\"id\":\"7965\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"soUb8bDH2z/7nAknB+3ZPyXUqrQIM9g//tJx6Kq+1z8GkH9alpjXP9ZAmAHXMdc/Hob0MsjA2D+eaITzeGbYP7r0jM+cS9s/LYUOAYXN3D8tbmKpKTfcP8Nwv37rIdw/q6RzgG3W2T8LkFRLW07aP9q34IbFTds/C37jOhf82z8gy2IOG33bP4oa681Mctw/ej0weYD23D+jrUl4S8XeP3osgl5pd94/vvQ3fLw13D+7C2AfubvaP+BLM8aBU9o/+HgDgycV2z9eNqmgJP7aPxataj8MR9o/0BYcT4eT2z+FEqo+C4beP64YVr15498//LX7gpKf4T8X6HFr5WLhP4YPNFHQUuE/u7q/z1Pf4D8y0+EzUDLgP7Ui1gbVQ94/MAVGABHA3D8gaZyDfw3bPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"6282\"},\"selection_policy\":{\"id\":\"6281\"}},\"id\":\"6247\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"4388\",\"type\":\"DaysTicker\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"6409\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9675\",\"type\":\"Line\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"4390\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"7966\",\"type\":\"Selection\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"7301\"}]},\"id\":\"7340\",\"type\":\"LegendItem\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"4394\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"source\":{\"id\":\"8673\"}},\"id\":\"8678\",\"type\":\"CDSView\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"4392\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"9701\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"7297\"},\"glyph\":{\"id\":\"7298\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"7300\"},\"nonselection_glyph\":{\"id\":\"7299\"},\"view\":{\"id\":\"7302\"}},\"id\":\"7301\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"9702\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6249\",\"type\":\"Line\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"4393\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"1966\",\"type\":\"LinearScale\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"6301\"}]},\"id\":\"6348\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7298\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1960\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"6281\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"8673\"},\"glyph\":{\"id\":\"8674\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"8676\"},\"nonselection_glyph\":{\"id\":\"8675\"},\"view\":{\"id\":\"8678\"}},\"id\":\"8677\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"below\":[{\"id\":\"8804\"}],\"center\":[{\"id\":\"8807\"},{\"id\":\"8811\"}],\"height\":400,\"left\":[{\"id\":\"8808\"}],\"renderers\":[{\"id\":\"8831\"},{\"id\":\"8861\"},{\"id\":\"8893\"},{\"id\":\"8927\"},{\"id\":\"8963\"},{\"id\":\"9001\"},{\"id\":\"9041\"},{\"id\":\"9083\"},{\"id\":\"9127\"},{\"id\":\"9173\"},{\"id\":\"9221\"},{\"id\":\"9271\"}],\"right\":[{\"id\":\"8826\"}],\"title\":{\"id\":\"9319\"},\"toolbar\":{\"id\":\"8819\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"8796\"},\"x_scale\":{\"id\":\"8800\"},\"y_range\":{\"id\":\"8798\"},\"y_scale\":{\"id\":\"8802\"}},\"id\":\"8795\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7300\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"6282\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5860\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5859\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"2EWqQLkK5j/xDye3aVjlP2Y0cPTYeOQ/wLFa9bvk5T9CKCP9BMvlPzAVgiDmzuQ/pdwrMgzH4T91OAA561riP6x4QkZ6yuE/XNTKmvxM4T9yRvZkrVPfPx552kqL590/4O2OjVGM3D+SjhuIP0HeP7K9KPdJSN4/3b1K4U6r4D85/fQ6iCfiP3SAgegcIuM/Rcw+u3Er4z98CmkOetDjP47q9YNKiOU/AmqTeA6u4z/gTv4UnFThP9f2KHO/M+E/b9MImN9y4T/sFMOY0LrgP5SkxYSpKOA/LheG8yJF3j/ktq/juWLhP5FhCDhoNuM/qHOzffgE4j8G+yCT0enhP4dBHbWYFOM/kBSaKusz4z/CBUHERkLiP5Di10mHs+A/9TNOjPLc3D+gD1n5BAzdPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"7326\"},\"selection_policy\":{\"id\":\"7325\"}},\"id\":\"7297\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8674\",\"type\":\"Line\"},{\"attributes\":{\"child\":{\"id\":\"8793\"},\"title\":\"Souss - massa - dra\\u00e2\"},\"id\":\"8794\",\"type\":\"Panel\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"5861\"}]},\"id\":\"5886\",\"type\":\"LegendItem\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"10006\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"axis\":{\"id\":\"2562\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"2565\",\"type\":\"Grid\"},{\"attributes\":{\"source\":{\"id\":\"10015\"}},\"id\":\"10020\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8676\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10930\"},\"group\":null,\"major_label_policy\":{\"id\":\"10931\"},\"ticker\":{\"id\":\"9964\"}},\"id\":\"9963\",\"type\":\"LinearAxis\"},{\"attributes\":{\"axis\":{\"id\":\"1968\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"1971\",\"type\":\"Grid\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"zWR4m2IZ4z/GcmPmHPvjP5kkh/FfFOQ/RyzS9Gk55D/j5mkvwL/jP1lZZKZL2eQ/xVgobqwz5T/Zt68fB7LlP9pqfkfrSeU/yv43LogI5j9N/ya5RUbmP3D0gUO2EeY/ECWHWdf85D8L4mlrAMvjP7AKTnGeDuQ/DZz8wTHx4z+y9xcn+AnjP8Ki7qwQBuM/pb5G4lds4j8exeE49xTiP7Ekizh2F+I/D5QDjUz44T+DuIcvBn/iP4lM3/TtSeM/3n76fLs24z9xIVElkN3iP8CYEeXCPeM/G5ts0Sx34z86UhD6/33jPzW/9a03MuM/GiIZJ1Hu4z961p1KJQjlP2CfQwlDeOU/nl4kcx5E5j9L5R45a4PmP/+UdQw3M+c/ccEcwXlk5j9n8PwSmj3lPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"8710\"},\"selection_policy\":{\"id\":\"8709\"}},\"id\":\"8673\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"8798\",\"type\":\"DataRange1d\"},{\"attributes\":{\"tools\":[{\"id\":\"9934\"},{\"id\":\"9935\"},{\"id\":\"9936\"},{\"id\":\"9937\"},{\"id\":\"9938\"},{\"id\":\"9939\"}]},\"id\":\"9941\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7299\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"7345\"}]},\"id\":\"7386\",\"type\":\"LegendItem\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"1982\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"8796\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"7325\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"5866\"},\"group\":null,\"major_label_policy\":{\"id\":\"5867\"},\"ticker\":{\"id\":\"5839\"}},\"id\":\"5838\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"9986\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"9972\",\"type\":\"HelpTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8675\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"7326\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"8732\",\"type\":\"DataRange1d\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"9721\"}]},\"id\":\"9762\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"9960\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"8709\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"9957\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"10846\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"8710\",\"type\":\"Selection\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10016\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"10847\",\"type\":\"AllLabels\"},{\"attributes\":{\"axis\":{\"id\":\"6432\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"6435\",\"type\":\"Grid\"},{\"attributes\":{\"source\":{\"id\":\"9717\"}},\"id\":\"9722\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"10849\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"source\":{\"id\":\"7981\"}},\"id\":\"7986\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"sW5uIE176D+jpkKX90XoPyB8ssbhzOk/eEYUhYJf6T+hlXz36JjmP9qokIMazOQ/CpahUYsZ5D+ScuJOMrbiP605Ft96seE/FlLwjK6z4D/Q1tkkKeHfP14KP5e/798/BulHY6sU3j9e9MMz5jTaP8kZR/lRcdk/ucMqVavw2T8NtHjGy8PYP8ohj/QDo9g/Muihjp7A2T/r2lGR8vfcP2eErWhdkd0/IKMT4h7l3z9dWhcuYuzfP3fSvV5g3+A/38eIXrHR4D86P42XuTDgP/yhoB8/Q90/CAxdjDR42z9EzDfqiHnaP4yDdnukaNs/jewIjoUO2T9+BuVVliXaP9n9hK93LNk/Zd3BogAI2j/fdpO1ARTeP7BPJiNuZt0/mhS+kpd92z9uTteCtETePw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"9748\"},\"selection_policy\":{\"id\":\"9747\"}},\"id\":\"9717\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"7018\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"10850\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9720\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8530\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"7981\"},\"glyph\":{\"id\":\"7982\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"7984\"},\"nonselection_glyph\":{\"id\":\"7983\"},\"view\":{\"id\":\"7986\"}},\"id\":\"7985\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"oMsXszpG2T8TWy4mIxrYP+DpIGy/ONY/HnbbklnX1T/bKSRgmHHTP0i3tHKHTNI/oRluX61H1T/xvyaYDhPYP+KYy5GCINg/R6bwI3K82j/gchwoxrvaP4rg8A+aX9g/BuASUkVs2T8wyqwHPJ7WP/rQWD8Ubtc/zg+8oHbA2T+ZDjm3lenaP96GOHQPntw/SMOMhsgq3T8OQnkejKjdP7hgyQyWKt4/NGz9UOke2z+5ABasQLLcP9Drl0Gl+9o/Wq7Mvyjs2D8KW/T/KHvZPy1D70+3Gdg/wvUOIckZ2D+iPT1/WSnaP2r1f4apWNY/mt5ToEqN1D+8PO5S8MnVPzII4pjnTtY/PArXbdXF2D9Ch2cC/FvbP388kXkz3tk/SoL71Hts2j+ULMlRuS3dPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"9796\"},\"selection_policy\":{\"id\":\"9795\"}},\"id\":\"9763\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"axis\":{\"id\":\"9996\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"9999\",\"type\":\"Grid\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7982\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"6297\"}},\"id\":\"6302\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9719\",\"type\":\"Line\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"6480\"},{\"id\":\"6512\"},{\"id\":\"6546\"},{\"id\":\"6582\"},{\"id\":\"6620\"},{\"id\":\"6660\"},{\"id\":\"6702\"},{\"id\":\"6746\"},{\"id\":\"6792\"},{\"id\":\"6840\"},{\"id\":\"6890\"},{\"id\":\"6942\"}]},\"id\":\"6450\",\"type\":\"Legend\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7984\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8531\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"9747\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"PoClXCYK2j8OtnQtxBzZP6r4QlL+0dg/oMTN7/hh1j9HW/wu2vDQP5rPv2npJ9E/ZjhvZEiu0j/yz+zxw07UP5mpEqVWxtY/TKV46NTW2D9H+hU04jHcPzJSuv3X7t0/KtaXebsY4D8IhPGvlr/fPzc4vQ7fdd8/4C/fkBmx4D9K9v9zlPTfP/bs/DJ7lt8/duV1rHAk3z8daRF9HTreP50yhJ3hUd8/JA0+icRD3z8e0XSUjCPdP5VzrIYXV98/Szx/NsoT4D/OhYfk6DrgPz2+CLpPReE/u4AvgiZG4T/5JAOKJKbhP6t/jERDueE/w+ASNriC4T9lg5zGRQPhP8y6gK6WJOI/5fYYv0/04D/LkbdMBJbhP4R2uKUe9OE/yorsFWDS4T9906jGfrLhPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"8014\"},\"selection_policy\":{\"id\":\"8013\"}},\"id\":\"7981\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"6297\"},\"glyph\":{\"id\":\"6298\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"6300\"},\"nonselection_glyph\":{\"id\":\"6299\"},\"view\":{\"id\":\"6302\"}},\"id\":\"6301\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"6422\",\"type\":\"DataRange1d\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"10019\"}]},\"id\":\"10044\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6298\",\"type\":\"Line\"},{\"attributes\":{\"child\":{\"id\":\"6417\"},\"title\":\"Marrakech - tensift - al haouz\"},\"id\":\"6418\",\"type\":\"Panel\"},{\"attributes\":{},\"id\":\"8800\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7983\",\"type\":\"Line\"},{\"attributes\":{\"tools\":[{\"id\":\"10000\"},{\"id\":\"10001\"},{\"id\":\"10002\"},{\"id\":\"10003\"},{\"id\":\"10004\"},{\"id\":\"10005\"}]},\"id\":\"10007\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8030\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"8734\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6300\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"7341\"}},\"id\":\"7346\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"8013\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"8725\",\"type\":\"Title\"},{\"attributes\":{\"overlay\":{\"id\":\"1982\"}},\"id\":\"1978\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"TrV+LpT44T/f41vmRKXhPwAr7mVDveI/xjnheSyi4T86Fhnz3SvfP228pWHmbtw/Xh+uRdpK2j8GVthLDmTYP7MGwgWhU9g/WHDKG+4J1z8dOIr2LR3ZP57yEoitetk/QwOxg11d2D8yhmA5xCrYPwAM29BC19k/SQz2vnSD2T9+hqYNf3XaP374zEJEeds/NiCiCdJe3D8T6Qj4CjbdP9q9fiRoVN0/gqQuPr/q3T+2nb/qlT3eP0JHYJKmXd0/8x+ePV233j/9h24t1PTdP81hKwX079w/G6mQwkjg3D8GpBGNApfbP4OQp/aEo9o/vzMQUC1y2T+mlaGFMwPVP1bDQDvaS9Q/YoVUiHPV1D9Fv0LrXZDWP2alNqA+5dY/aEQvBFJN1z961JW4iPrWPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"6334\"},\"selection_policy\":{\"id\":\"6333\"}},\"id\":\"6297\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"6424\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"8014\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10882\"},\"group\":null,\"major_label_policy\":{\"id\":\"10883\"},\"ticker\":{\"id\":\"8743\"}},\"id\":\"8742\",\"type\":\"LinearAxis\"},{\"attributes\":{\"tools\":[{\"id\":\"5842\"},{\"id\":\"5843\"},{\"id\":\"5844\"},{\"id\":\"5845\"},{\"id\":\"5846\"},{\"id\":\"5847\"}]},\"id\":\"5849\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"6420\",\"type\":\"DataRange1d\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"7341\"},\"glyph\":{\"id\":\"7342\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"7344\"},\"nonselection_glyph\":{\"id\":\"7343\"},\"view\":{\"id\":\"7346\"}},\"id\":\"7345\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"below\":[{\"id\":\"6428\"}],\"center\":[{\"id\":\"6431\"},{\"id\":\"6435\"}],\"height\":400,\"left\":[{\"id\":\"6432\"}],\"renderers\":[{\"id\":\"6455\"},{\"id\":\"6485\"},{\"id\":\"6517\"},{\"id\":\"6551\"},{\"id\":\"6587\"},{\"id\":\"6625\"},{\"id\":\"6665\"},{\"id\":\"6707\"},{\"id\":\"6751\"},{\"id\":\"6797\"},{\"id\":\"6845\"},{\"id\":\"6895\"}],\"right\":[{\"id\":\"6450\"}],\"title\":{\"id\":\"6943\"},\"toolbar\":{\"id\":\"6443\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"6420\"},\"x_scale\":{\"id\":\"6424\"},\"y_range\":{\"id\":\"6422\"},\"y_scale\":{\"id\":\"6426\"}},\"id\":\"6419\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"8763\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6299\",\"type\":\"Line\"},{\"attributes\":{\"below\":[{\"id\":\"4938\"}],\"center\":[{\"id\":\"4941\"},{\"id\":\"4945\"}],\"height\":400,\"left\":[{\"id\":\"4942\"}],\"renderers\":[{\"id\":\"4965\"},{\"id\":\"4995\"},{\"id\":\"5027\"},{\"id\":\"5061\"},{\"id\":\"5097\"},{\"id\":\"5135\"},{\"id\":\"5175\"},{\"id\":\"5217\"},{\"id\":\"5261\"},{\"id\":\"5307\"},{\"id\":\"5355\"}],\"right\":[{\"id\":\"4960\"}],\"title\":{\"id\":\"5401\"},\"toolbar\":{\"id\":\"4953\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"4930\"},\"x_scale\":{\"id\":\"4934\"},\"y_range\":{\"id\":\"4932\"},\"y_scale\":{\"id\":\"4936\"}},\"id\":\"4929\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"below\":[{\"id\":\"6362\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"6365\"},{\"id\":\"6369\"}],\"height\":40,\"left\":[{\"id\":\"6366\"}],\"outline_line_width\":0,\"title\":{\"id\":\"6352\"},\"toolbar\":{\"id\":\"6377\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"6354\"},\"x_scale\":{\"id\":\"6358\"},\"y_range\":{\"id\":\"6356\"},\"y_scale\":{\"id\":\"6360\"}},\"id\":\"6351\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10885\"},\"group\":null,\"major_label_policy\":{\"id\":\"10886\"},\"ticker\":{\"id\":\"8739\"}},\"id\":\"8738\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5858\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7342\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"8751\",\"type\":\"HelpTool\"},{\"attributes\":{\"below\":[{\"id\":\"8738\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"8741\"},{\"id\":\"8745\"}],\"height\":40,\"left\":[{\"id\":\"8742\"}],\"outline_line_width\":0,\"title\":{\"id\":\"8728\"},\"toolbar\":{\"id\":\"8753\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"8730\"},\"x_scale\":{\"id\":\"8734\"},\"y_range\":{\"id\":\"8732\"},\"y_scale\":{\"id\":\"8736\"}},\"id\":\"8727\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"4934\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"6333\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"4973\"},\"group\":null,\"major_label_policy\":{\"id\":\"4974\"},\"ticker\":{\"id\":\"4939\"}},\"id\":\"4938\",\"type\":\"DatetimeAxis\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7344\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"6334\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"5474\",\"type\":\"DataRange1d\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"8728\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"10858\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"hJ26j7yB5j/0A4y239rmP4QWRlXB3Oc/9MaPRMgj6D8Sjc6daq/mPyh7sUC0XeY/PlAH2mnx5D+AgSaCG1fkPyI8ooduaOM/KvVSDx+54j82exnQI13hP2YCOmZVb+E/x6Mj1bAl4T8tjznywV/iPz4RSVJaouI/EKtUJBE54z++fdeK92XlP9LZQtOjVeY/ePgzzMWB5z8N+GSqwLzoP2FFcgIi8Og/hHR3s2cU6D/wn3lpXHPoP4F2NJWQv+c/X67n+B1s5z83qT4f12XlP3zCxgyd0eQ/h/1gL9ie5D+mRH9WTl/kP0ggioy07eM/ix12S08r4z8wQX+fqwHkP9XgulUYDOU/3C8mgGzs5T+49YIFgL/mP/yey84ZbOc/Tib2H+tF6D8GDjo11JPoPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"7372\"},\"selection_policy\":{\"id\":\"7371\"}},\"id\":\"7341\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"8739\",\"type\":\"BasicTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4397\"},\"glyph\":{\"id\":\"4398\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4400\"},\"nonselection_glyph\":{\"id\":\"4399\"},\"view\":{\"id\":\"4402\"}},\"id\":\"4401\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"8736\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis\":{\"id\":\"8738\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"8741\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"5869\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{},\"id\":\"10859\",\"type\":\"AllLabels\"},{\"attributes\":{\"axis\":{\"id\":\"8742\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"8745\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"1981\",\"type\":\"HelpTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4400\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"4397\"}},\"id\":\"4402\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"5870\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"10861\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"below\":[{\"id\":\"8771\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"8774\"},{\"id\":\"8778\"}],\"height\":40,\"left\":[{\"id\":\"8775\"}],\"outline_line_width\":0,\"title\":{\"id\":\"8761\"},\"toolbar\":{\"id\":\"8786\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"8763\"},\"x_scale\":{\"id\":\"8767\"},\"y_range\":{\"id\":\"8765\"},\"y_scale\":{\"id\":\"8769\"}},\"id\":\"8760\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7343\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"8743\",\"type\":\"BasicTicker\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10024\"},\"group\":null,\"major_label_policy\":{\"id\":\"10025\"},\"ticker\":{\"id\":\"9997\"}},\"id\":\"9996\",\"type\":\"LinearAxis\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"4401\"}]},\"id\":\"4428\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7388\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"10862\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"8747\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10018\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"8746\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"7371\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"8752\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4398\",\"type\":\"Line\"},{\"attributes\":{\"overlay\":{\"id\":\"8752\"}},\"id\":\"8748\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"7372\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"8749\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"8750\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4399\",\"type\":\"Line\"},{\"attributes\":{\"tools\":[{\"id\":\"8746\"},{\"id\":\"8747\"},{\"id\":\"8748\"},{\"id\":\"8749\"},{\"id\":\"8750\"},{\"id\":\"8751\"}]},\"id\":\"8753\",\"type\":\"Toolbar\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"LbjadthA4j/5HyJhqgHjP9hPtXiugOE/zPNBX+wX4D+ZJlnpLS7bP1rHCYANotk/JNxdGdmI2D/yL/oPGIbXP3Y40w+nkdc/9HMpOnP71z++wuy1Tv3ZP8ogcRt1zNw/MjWNuheN2z8mPi9LySPdP0boWEzG4N8/QoOUWTaT4T+lsrZBMXzhP8BqzE2r/uA/7XYaGY2+3z+kLs+z5wTgP7ZBnkTwit0/lEOCKh0E3D8ayf3UT3zZP260SST06to/0Lgz7VIL3D/MQV5qRg7eP4W0wL8wZOA/3eiiLZRj4D/Hk4iJvWffP/KswzpaGN8/h6A9fFWP3T8WoDBmmdDeP/T4D6/rgd4/SiulaJWV3D+qRQ/ZjCvfPx5/OPGyMuA/GBGLuA5p4D9XfidaFzfiPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"4414\"},\"selection_policy\":{\"id\":\"4413\"}},\"id\":\"4397\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9764\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"FaKzlfTP3j+rWvOimNLeP8M5lzhXEN0/08f8DxD52j8pbviE6RPVP8HbpDG6OdU/RX5qAfSF0T+/lrCcCTfTP7+kQSbW5NQ/c+IsV07Y1T9/RM0Jr9XYPwUFDB5GMtc/CAUH9Nlh1j83dHtOOA7YP4l2PouAdtk/OHC286kC3D9/Ixah4B7gP6kE+VsELOA/AORED5B54T8UVpL+dTPiP7mKlFmQS+M/37zrCAav4j9IRT/urI7hP5v5RVW7R+A/fIyT3VZP4D+Jn03n8E7eP+mtWCIOfds/zSMIsja12D/bVO9Ajh3XPwBibAs/i9g/5fomoyx32T95wUb1OH3XP8mQQIlCWtg/8RVX9OeX2z9Q43WY7pvdP/ze2LM6yt0/ryUHmtwx2T/DWy3Tu37WPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"10030\"},\"selection_policy\":{\"id\":\"10029\"}},\"id\":\"10015\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"5871\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5303\"},\"glyph\":{\"id\":\"5304\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5306\"},\"nonselection_glyph\":{\"id\":\"5305\"},\"view\":{\"id\":\"5308\"}},\"id\":\"5307\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"5872\",\"type\":\"Selection\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"5307\"}]},\"id\":\"5350\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"ImuNhA4g2z+2CX56FNXZP4JnEFoGRNk/ZMIoNxiZ1T9F95kI45LVP/CjmKg1xtU/7Qm2feAQ2D+phHY72sjaPzAGQV/fsN0/cD2katXl3z+VabiGWwbgP4+9YWsCruA/OBvq9aS+4D8ytQIrYu/gP0KzghoDAeE/IzbjOfB94D+ekxuKXl7fP8zH1LIcQt4/NbzuRcpT3D9LwYV3GqTfP8uQnqmGxd0/nlTKAcuX3j/0accCCBPgP/o3lPUB8eA/F6dc3StD4T9nKWnWVqfhP4nA8Y7XzOE/3iGu0Zjt4T9Utnh8T+jhP0RJD3G7BOE/yDDEI4oB4D/1Og2J94jhP45/ZVXYNeE/tq3SrQPt3T8KElGdxnvfP8dy69UD2d4/mlEByQnN3j8ldNHLi0PfPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"5336\"},\"selection_policy\":{\"id\":\"5335\"}},\"id\":\"5303\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"5303\"}},\"id\":\"5308\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5306\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5305\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"3349\"}},\"id\":\"3354\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"5355\"}]},\"id\":\"5400\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"5335\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"9123\"}},\"id\":\"9128\",\"type\":\"CDSView\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"5874\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"5336\",\"type\":\"Selection\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"3353\"}]},\"id\":\"3388\",\"type\":\"LegendItem\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"5875\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"3349\"},\"glyph\":{\"id\":\"3350\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"3352\"},\"nonselection_glyph\":{\"id\":\"3351\"},\"view\":{\"id\":\"3354\"}},\"id\":\"3353\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"5881\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"9123\"},\"glyph\":{\"id\":\"9124\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"9126\"},\"nonselection_glyph\":{\"id\":\"9125\"},\"view\":{\"id\":\"9128\"}},\"id\":\"9127\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"5879\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"5885\",\"type\":\"YearsTicker\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"5876\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"5877\",\"type\":\"DaysTicker\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3352\",\"type\":\"Line\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"5878\",\"type\":\"DaysTicker\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"Kf5pI+Cq3j/k8je8ssrhP4f0nuiEh+I/u9+eh5HN4j+YSbEZrNviPxhXOPJBH+M/1PamY+3E4T9YA3dni3PiP8StUc3/7eI/WmW4UgWx4z+QudCEzzblP+J7VhFoceU/fDFAaF+j5j9yFRx4yW3oP03IKpVGFuk/2e2vCfCD6D+VYwfc3yDnPylFW9x35+Q/yuMZGCeq5D/PmntjRkDkP/4VMKULjOQ/pBdlAq2H5D82yx+LcLrkP5LknUzoveQ/PnevdERg5T/ai8TsKgblP1o2rz/Lw+U/kXN3URtm4z8bDjdi/+/hPwmHMfX1neA/BmLS3F3X4D820zusBJvfP2w9hbRlZ90/+0r2tyU03T+OG2ADftzcP3DN+/quiN8/Vig9X6TF4D8ghFhKy/vhPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"3374\"},\"selection_policy\":{\"id\":\"3373\"}},\"id\":\"3349\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"5880\",\"type\":\"DaysTicker\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9126\",\"type\":\"Line\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"5884\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"axew0stk5z+QwK3SFZrnP4Ak6pYsZOg/c++J6dw45z9m5KQ0wgHjP3JUYtMO/eA/0b8rcJve3j8HI9G8ukPaP9nzg2FfKNg/roEEgvzT1T8i0ilO6KjVP/cvnGnfhtg/mgPAbfae1D/a9ufuptjQP7Bi5mbC09I/hJ2jZsNi1j+yGLgZwv3YPysMga/njdc/60n1gVhF1z/jxEhbRE/aPxiEP42Eg9s/tsCCHV5O3j9M/bSZ5pDgPx/gIOchMeE/dkUNY4BO4z/k/DpBXYfkP+who+ZsS+U/WCVYFDYE5j+CSW8QPxrkP4p8ZVfiveM/sIirlo2J4j/mFyD49HLhP6hr0tCVDOE/7eiMXCfV3z8m3ZtP+9/dPygTda8M5eA/iYshyjN23j8hI9qbLWzgPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"9154\"},\"selection_policy\":{\"id\":\"9153\"}},\"id\":\"9123\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"5882\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"9127\"}]},\"id\":\"9168\",\"type\":\"LegendItem\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"5883\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3351\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"3373\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9125\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"9173\"}]},\"id\":\"9216\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"3374\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"9153\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"9154\",\"type\":\"Selection\"},{\"attributes\":{\"axis\":{\"id\":\"5484\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"5487\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"5406\",\"type\":\"DataRange1d\"},{\"attributes\":{\"source\":{\"id\":\"5351\"}},\"id\":\"5356\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"5488\",\"type\":\"PanTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5351\"},\"glyph\":{\"id\":\"5352\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5354\"},\"nonselection_glyph\":{\"id\":\"5353\"},\"view\":{\"id\":\"5356\"}},\"id\":\"5355\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"5485\",\"type\":\"BasicTicker\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5352\",\"type\":\"Line\"},{\"attributes\":{\"child\":{\"id\":\"5469\"},\"title\":\"Guelmim - es-semara\"},\"id\":\"5470\",\"type\":\"Panel\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5354\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"I1DcR3h+3j8hUNxHeH7eP/AMp66gz9w/8AynrqDP3D/P5651pyPdP8/nrnWnI90/+w0KCUpD3T9m6uTnyJTaP4TFpA23Ldk/iaGJVCZ12j9yvZDhju3bP/COxlE029w/nF1kxg1B3T8NeSOUw+LeP/+RXILmP+E/cKR8b2/z4T/LdVwG+1niP8rWd8WryOE/ovfmRd8+4T/qoUSP96DiPw7VadzzReM/+gDeFt1V4j/6AN4W3VXiP/ZR/n9R7+E/zzhOKhVb4z/7hVFNmYjkP1n0pEmU8+I/dY9qOxL04j9qVuEFc4TjP/lDwRjq0OI/5vIZVwSS4j9znJ1KE5/hPwVAzwa15uA/BUDPBrXm4D/6fXeEFxTgP02odNvMBN8/gdMsER4m4D90KMNemILfPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"5386\"},\"selection_policy\":{\"id\":\"5385\"}},\"id\":\"5351\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"overlay\":{\"id\":\"5494\"}},\"id\":\"5490\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"5489\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"source\":{\"id\":\"3389\"}},\"id\":\"3394\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5353\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"5408\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"5385\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"9169\"}},\"id\":\"9174\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"5386\",\"type\":\"Selection\"},{\"attributes\":{\"label\":{\"value\":\"Manufacturing\"},\"renderers\":[{\"id\":\"3393\"}]},\"id\":\"3430\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"3389\"},\"glyph\":{\"id\":\"3390\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"3392\"},\"nonselection_glyph\":{\"id\":\"3391\"},\"view\":{\"id\":\"3394\"}},\"id\":\"3393\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"9169\"},\"glyph\":{\"id\":\"9170\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"9172\"},\"nonselection_glyph\":{\"id\":\"9171\"},\"view\":{\"id\":\"9174\"}},\"id\":\"9173\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3390\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9170\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3392\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"x0HGxyr22j9YGSdGs9bYP/su8FFeJNc/nUS5XQly1T9JcmA+OErUP0lyYD44StQ/5R3oj+Ew1T858ECvsljWP5Xad6MHC9g/6azQwtgy2T89fyniqVraPz1/KeKpWto/FZMzC6/+2z+sp8hjIXrcP5U98husD9w/lT3yG6wP3D9Ba5n82ufaPxsPo3dcCNw/Gw+jd1wI3D9E+5hOV2TaPxCz7Hhum9o/1EpqoRLe2T93YDOtvSvYP3dgM629K9g/SOrQEmvj1T9I6tASa+PVP0jq0BJr49U/DQreZtyM0z/gdbTjOv/VPx3eNruWvNY/WEa5kvJ51z9YRrmS8nnXP1hGuZLyedc/WEa5kvJ51z9YRrmS8nnXP4ba4hWUB9U/SXJgPjhK1D8OCt5m3IzTPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"3416\"},\"selection_policy\":{\"id\":\"3415\"}},\"id\":\"3389\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9172\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"ZL0m4cMs4D+iRbI28pDeP/xUmGl0Pdw//Hd9I58L3T+Ykj23AY7eP5eEYUJIdt4/xiYFz6rx3j886ggtOjvgP6gEKjfuk+A/SuSmph8I4T+vpJJYs2HfPxBMO6TZl9s/MAvCeOzO3T+E1k2kouDePxgCRqRY890/jgrOUQMW3T9de22uD6LfP81hl2hMzN8/hd2SBjR13z9lx1hgV8LdP7CRe721Itw/YMgV6GZh2z8Kg5MI2oLZPxTKHvJ+d9k/jip/qVgY2z/FmZkcf8jcP8ZDkSb8Xtw/swwU6VYX3j9eE/hDF+DdP1PliV9xkt8/xNwCnnOa3T9URYUrG1HbP627JYI7wNo/YOIg5T5M2j/mUVxV8SrbPw5YdTGnqts/wvbVo0/o2j/VmRfuHL7ePw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"9202\"},\"selection_policy\":{\"id\":\"9201\"}},\"id\":\"9169\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"6437\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3391\",\"type\":\"Line\"},{\"attributes\":{\"overlay\":{\"id\":\"6442\"}},\"id\":\"6438\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"3415\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9171\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"7014\",\"type\":\"DataRange1d\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"9221\"}]},\"id\":\"9266\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"5887\"}},\"id\":\"5892\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"3416\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"9201\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"5891\"}]},\"id\":\"5918\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"9202\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"5441\",\"type\":\"DataRange1d\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5887\"},\"glyph\":{\"id\":\"5888\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5890\"},\"nonselection_glyph\":{\"id\":\"5889\"},\"view\":{\"id\":\"5892\"}},\"id\":\"5891\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"5410\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"5904\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"5401\",\"type\":\"Title\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5888\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10774\"},\"group\":null,\"major_label_policy\":{\"id\":\"10775\"},\"ticker\":{\"id\":\"5419\"}},\"id\":\"5418\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"5439\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5890\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10777\"},\"group\":null,\"major_label_policy\":{\"id\":\"10778\"},\"ticker\":{\"id\":\"5415\"}},\"id\":\"5414\",\"type\":\"LinearAxis\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"QjRiOM/D3T/mUkmfiG3bPw5IRlzLN9s/FrOQs+552j+vFoAyNJTXP4OCeb4wVtY/K8ABdqx/2D9zXBNtIZTbP6vDqchYoN0/4jHAfD333j+S8UMJyZfgP86LiwilP+E/5FKi8VeB4T9gRDa/FmzhPyrtemuELuE/Ys6nddfQ4D8d0gphUaXgP2YRFBCrbt8/PrY9MtMh3z+grML1/TveP05d15T10t8/ZrjnyrCP4D/77Vug1sDgP4nH0WMugOE/lr7fsMWr4j8uJYaDcTXkP46pB+R9BeU/rrxzsw6/5D/CJbPD0wnkP1auApqAFeU/Qy0+8xXq5D8cHJZaH6XkP6YLRsbTZuQ/84em8lB74z+7tKSR/u/iP0qVvkBQquI/h/QbwHFe4T8IuvKBFUnhPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"5904\"},\"selection_policy\":{\"id\":\"5903\"}},\"id\":\"5887\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"5427\",\"type\":\"HelpTool\"},{\"attributes\":{\"below\":[{\"id\":\"5414\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"5417\"},{\"id\":\"5421\"}],\"height\":40,\"left\":[{\"id\":\"5418\"}],\"outline_line_width\":0,\"title\":{\"id\":\"5404\"},\"toolbar\":{\"id\":\"5429\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"5406\"},\"x_scale\":{\"id\":\"5410\"},\"y_range\":{\"id\":\"5408\"},\"y_scale\":{\"id\":\"5412\"}},\"id\":\"5403\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"5404\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"5415\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"5412\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5889\",\"type\":\"Line\"},{\"attributes\":{\"axis\":{\"id\":\"5414\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"5417\",\"type\":\"Grid\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"5923\"}]},\"id\":\"5952\",\"type\":\"LegendItem\"},{\"attributes\":{\"axis\":{\"id\":\"5418\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"5421\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"5903\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"5419\",\"type\":\"BasicTicker\"},{\"attributes\":{\"below\":[{\"id\":\"5447\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"5450\"},{\"id\":\"5454\"}],\"height\":40,\"left\":[{\"id\":\"5451\"}],\"outline_line_width\":0,\"title\":{\"id\":\"5437\"},\"toolbar\":{\"id\":\"5462\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"5439\"},\"x_scale\":{\"id\":\"5443\"},\"y_range\":{\"id\":\"5441\"},\"y_scale\":{\"id\":\"5445\"}},\"id\":\"5436\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"5423\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"9430\"},\"group\":null,\"major_label_policy\":{\"id\":\"9431\"},\"ticker\":{\"id\":\"9403\"}},\"id\":\"9402\",\"type\":\"LinearAxis\"},{\"attributes\":{\"source\":{\"id\":\"3431\"}},\"id\":\"3436\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"5422\",\"type\":\"PanTool\"},{\"attributes\":{\"overlay\":{\"id\":\"5428\"}},\"id\":\"5424\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"5425\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"5426\",\"type\":\"ResetTool\"},{\"attributes\":{\"source\":{\"id\":\"9217\"}},\"id\":\"9222\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"3435\"}]},\"id\":\"3474\",\"type\":\"LegendItem\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"5428\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"3431\"},\"glyph\":{\"id\":\"3432\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"3434\"},\"nonselection_glyph\":{\"id\":\"3433\"},\"view\":{\"id\":\"3436\"}},\"id\":\"3435\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10789\"},\"group\":null,\"major_label_policy\":{\"id\":\"10790\"},\"ticker\":{\"id\":\"5448\"}},\"id\":\"5447\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"5443\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"9217\"},\"glyph\":{\"id\":\"9218\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"9220\"},\"nonselection_glyph\":{\"id\":\"9219\"},\"view\":{\"id\":\"9222\"}},\"id\":\"9221\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"axis\":{\"id\":\"5447\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"5450\",\"type\":\"Grid\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3432\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9218\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3434\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"l5Mf5SXi5j8yfjfuT4LmP1CGIAt8IOY//bbQecqz5D9X9JIfyMDhP8hKrARqkeE/31KJVut64T9+jjBl1vvgP4xxiHNsnuI/axmYvWeX4j/WQujugQ/jP4i40Zv49uM/sNqsQw2M4z/IGqL42qniP3sS4mfqGeM/k8CaBtx+4z/YWk0krXTkP6Bt3IQAquM/TeqOW2nj4j8ko1WN5hzjP+AfpghZjuM/JD04+xR04z+aLUQBKALiP6YZ/IBTm+E/YC76aS5A4j+wb0ItqNjhP6ZjWMxVoeI/I/5cVnWP4j/C/rC+05viPwa+bknBSuI/ojDaIByu4T/yJjC7ST3hPyuNLblRwuE/J4I3X0KD4T9p8KGqeFbhPzvtJ9Iqe+A/dFaUm27B3j8f43EjhQDdPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"3460\"},\"selection_policy\":{\"id\":\"3459\"}},\"id\":\"3431\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9220\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"LF5mYGbd1D8Ay9ixzL7UP5QZlo1609I/iFHR3Azy0T8bb060BinUPxG+ARxf2tU/ss17Qxsg2j9wqMQ9yxjcP6A4pbEX79s/fsbbo2wZ3D/OITxJIdfePxfiwquUv9w/1OXF5WkU3j+GgB3XI5vfP7oGe7gZzN8/3KxXBGGk4D+wwUUO/AXhP0/JMsZZ5eA/XWUHgfW24j+uJRYLbLDiP1DFV6/vreA/j11fcaKy4T9ee+MugxjhP5bjrKxrE+I/bAhZsVfN4j8TyP9AoHHiP5B8cwv7d+E/aEa5xLog4j/E8wE0r9ThP2+/Rp4xdeI/Ittp6M4X4j+cqWtTnKrgP+AaOAFBJuA/IKlavr874j8y0ddAcqDiPwjpvCVKjeI/nJwuppUC4z9cZ5Bm9MTiPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"9252\"},\"selection_policy\":{\"id\":\"9251\"}},\"id\":\"9217\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"axis\":{\"id\":\"5451\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"5454\",\"type\":\"Grid\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5919\"},\"glyph\":{\"id\":\"5920\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5922\"},\"nonselection_glyph\":{\"id\":\"5921\"},\"view\":{\"id\":\"5924\"}},\"id\":\"5923\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3433\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"5452\",\"type\":\"BasicTicker\"},{\"attributes\":{\"source\":{\"id\":\"3475\"}},\"id\":\"3480\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"5492\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9219\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"3459\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"9271\"}]},\"id\":\"9318\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"5456\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"source\":{\"id\":\"5919\"}},\"id\":\"5924\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"3460\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"5455\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"9251\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"overlay\":{\"id\":\"5461\"}},\"id\":\"5457\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"9252\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"5458\",\"type\":\"SaveTool\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5920\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"5459\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"5938\",\"type\":\"Selection\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"5461\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5922\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"KlOAWJhR4D8U9N/AU2vgP2kt8KTdRuE/HQ1Zj1nt4D8OemLI1mrgP+vTiE/Pl98/qBMXBPNb3z/agZUhkWbfP3qqE7rudt8/gIRTNFMO3j86c5jbPcLfP87bfE7UMN8/89Vu14Qq3z8KVBDO9GHeP1rjCD0AEt4/ht43xHFl3z8m/8EDZ3feP92u/jmlZd0/5h84+rZx3T+lMWbbjD7eP56JKKM2J94/3Wmp140R3T/Lwg0UzFHaPzMnYdIBxts/s/O2SxGG2j/uHLvFd4nbPygGoRPJxdo/gtTZpO0j2j/gfHVn0ATbP0D7lEGhitw/jmtTtx7m2z+yMNl0RPHcP604fIYAWt4/PvgDjawg3z8gMt3PwFXePxo5DKgvYd0/U3kqtKdt2z+SFdkgnM/bPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"5938\"},\"selection_policy\":{\"id\":\"5937\"}},\"id\":\"5919\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5921\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"5957\"}]},\"id\":\"5988\",\"type\":\"LegendItem\"},{\"attributes\":{\"axis\":{\"id\":\"5834\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"5837\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"5937\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"10044\"},{\"id\":\"10076\"},{\"id\":\"10110\"},{\"id\":\"10146\"},{\"id\":\"10184\"},{\"id\":\"10224\"},{\"id\":\"10266\"},{\"id\":\"10310\"},{\"id\":\"10356\"},{\"id\":\"10404\"},{\"id\":\"10454\"},{\"id\":\"10506\"}]},\"id\":\"10014\",\"type\":\"Legend\"},{\"attributes\":{},\"id\":\"9324\",\"type\":\"DataRange1d\"},{\"attributes\":{\"source\":{\"id\":\"5503\"}},\"id\":\"5508\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"3475\"},\"glyph\":{\"id\":\"3476\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"3478\"},\"nonselection_glyph\":{\"id\":\"3477\"},\"view\":{\"id\":\"3480\"}},\"id\":\"3479\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"5491\",\"type\":\"SaveTool\"},{\"attributes\":{\"source\":{\"id\":\"9267\"}},\"id\":\"9272\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"9407\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"3479\"}]},\"id\":\"3520\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"5437\",\"type\":\"Title\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"9267\"},\"glyph\":{\"id\":\"9268\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"9270\"},\"nonselection_glyph\":{\"id\":\"9269\"},\"view\":{\"id\":\"9272\"}},\"id\":\"9271\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3476\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"KkEBddny2j8qQQF12fLaP66vC3cAneA/ra8LdwCd4D9p42dyRcngP3iQrhuXWOE/eJCuG5dY4T/g8P4nukbkP9/w/ie6RuQ/4PD+J7pG5D9d/pXdLsTnP9KkfnAWhOc/WpfnuqEG5D+vktDn/oPnPx66P1aOE+g/okPqPzmS6z+HI7yneuzrPw4WJfIFb+g/o7XU5eKA5T/6ut07MnnoP6O/9A7V++Q/vfGcDV6s5D+fyEIw1hvkP8qCcuiZpOM/MePC9LyS5j+G3qshGhDqPzXZosvKF+c/M9miy8oX5z+w8yJJ2dzmP8OgafIqbOc/oPfcFZJl5D+ZV0hXVZPkP0BcXyr4FeE/ohwbeN4x5D+hHBt43jHkP5mog423LOQ/i2/Uzoyi4z+Qb9TOjKLjPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"5518\"},\"selection_policy\":{\"id\":\"5517\"}},\"id\":\"5503\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"9409\",\"type\":\"SaveTool\"},{\"attributes\":{\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9268\",\"type\":\"Line\"},{\"attributes\":{\"child\":{\"id\":\"9387\"},\"title\":\"Tadla - azilal\"},\"id\":\"9388\",\"type\":\"Panel\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3478\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"CKdmXzuG4z/98M9rc63jP/pSij9FqOM/Tk+NdY5f4z9qqgHrFeHhP2JxQL1d/+A/XvsbDfmS3T+gOK52upTdP1vVym+6BN4/GCq7Ztwx3j/z7nGQmLLeP0gEPV4XHN4/EXX7QlR63T/PAW33FyrfP7MFnT6PpNw/xiQ8GB4B3j8LolJC2zjfP6BUKqJuM98/spUeLzG94D8ksjxGvQriP3UhHvOjXuI/Xbzz8Eqr4j92UAKBtpPiP4YWiets6eI/VIhc1clm4z+Y3hfW2nLiP0F3KLdiROI/Zk5XnFg44j9ue9cdLIriP5647oVGSOI/vkztCUz84D+YdvDrqLvgPwxzMObeg+E/gtFeuXbl4D8kAvicVV3gP0d/UIqUJuE/bK1KR/qM4T+wpkNW8d3hPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"3506\"},\"selection_policy\":{\"id\":\"3505\"}},\"id\":\"3475\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9270\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"Jphfei4t1j9qvvYs8xbTP9bfFV6C7dg/DMhTE6bQ1T8pejYW/yDWP/BBv/s2W9Y/zkfCK54A1z/qiFPHHpDUP9rNGm4BldU/njUE99bU0T+ECROZIwrVP4FbViJYctc/fltWIlhy1z90GsVxh7HYP84+ZjFpEto/ipSlTYn+1T+AFsfW31fXP25FYWElwNQ/esGjqEMa0z8cNVoKSHnVP4HbU+H4StU/ytE7XHRm1T/uYdvQ6BDYP0ru36rsedg/lpn/GPaA2T8j7229uKXdPx5wVdiuyd0/NN8wGq2e3D+qNTq2eeDZP8NQUx2TS9w/4T+qjIaK2j8M5gy2s4HbPxAqen2QEdk/qzNPLn7J1z8MfK6b51jcP+QeZvCgBuA/vWK/BG2/2z+hN5Xz5aHaPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"9304\"},\"selection_policy\":{\"id\":\"9303\"}},\"id\":\"9267\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"5886\"},{\"id\":\"5918\"},{\"id\":\"5952\"},{\"id\":\"5988\"},{\"id\":\"6026\"},{\"id\":\"6066\"},{\"id\":\"6108\"},{\"id\":\"6152\"},{\"id\":\"6198\"},{\"id\":\"6246\"},{\"id\":\"6296\"},{\"id\":\"6348\"}]},\"id\":\"5856\",\"type\":\"Legend\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6068\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"9406\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"9403\",\"type\":\"BasicTicker\"},{\"attributes\":{\"axis\":{\"id\":\"9402\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"9405\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3477\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"3525\"}]},\"id\":\"3568\",\"type\":\"LegendItem\"},{\"attributes\":{\"overlay\":{\"id\":\"9412\"}},\"id\":\"9408\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"source\":{\"id\":\"5953\"}},\"id\":\"5958\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9269\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"9326\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"3505\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"9303\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"3506\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"9304\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5953\"},\"glyph\":{\"id\":\"5954\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5956\"},\"nonselection_glyph\":{\"id\":\"5955\"},\"view\":{\"id\":\"5958\"}},\"id\":\"5957\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5954\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5956\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"jejXzhPQ4j8XkG95hR/iPxi1bbQ7leI/5jlDxA8K4T9aNfZ8GyLeP16PiayxP9s/49CWeJeN3D8VnBO08tLcP1dKOFltD+A//v6M96OA4D9SisgKklnhP5M8H79/GeI/bFMPwa6d4j9nVW1ueP3iP2BnBKeui+M/wsRPxADm4j9FOqVS9UjjPyqUaQKlzOE/926cKzkJ4T9UmzILixHhP+hUumy9HOI/oiRRKeL74T/+jgi3u2/hP6373vbUs+A/aNvZa3SE4j+L523ruGvjP/IprfAULOM/T4GuAB3F4T8Wm+EakOngPxhwoSEJjeE/NR1OLzQi4T/duQVEXA/gP9pdOuiYeN8/nvy8Smxn3j9TdSAVCVndP9Ou6m0leN4/hgeIyCAB3D+GzTBznknbPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"5974\"},\"selection_policy\":{\"id\":\"5973\"}},\"id\":\"5953\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10786\"},\"group\":null,\"major_label_policy\":{\"id\":\"10787\"},\"ticker\":{\"id\":\"5452\"}},\"id\":\"5451\",\"type\":\"LinearAxis\"},{\"attributes\":{\"tools\":[{\"id\":\"5422\"},{\"id\":\"5423\"},{\"id\":\"5424\"},{\"id\":\"5425\"},{\"id\":\"5426\"},{\"id\":\"5427\"}]},\"id\":\"5429\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5955\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"5993\"}]},\"id\":\"6026\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"5973\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"5460\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"5974\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"5448\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"5445\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"9359\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"9328\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"6460\"},\"group\":null,\"major_label_policy\":{\"id\":\"6461\"},\"ticker\":{\"id\":\"6433\"}},\"id\":\"6432\",\"type\":\"LinearAxis\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"9319\",\"type\":\"Title\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5503\"},\"glyph\":{\"id\":\"5504\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5506\"},\"nonselection_glyph\":{\"id\":\"5505\"},\"view\":{\"id\":\"5508\"}},\"id\":\"5507\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"children\":[{\"id\":\"5757\"},{\"id\":\"5471\"},{\"id\":\"5790\"}]},\"id\":\"5823\",\"type\":\"Column\"},{\"attributes\":{\"source\":{\"id\":\"3521\"}},\"id\":\"3526\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10900\"},\"group\":null,\"major_label_policy\":{\"id\":\"10901\"},\"ticker\":{\"id\":\"9337\"}},\"id\":\"9336\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"9357\",\"type\":\"DataRange1d\"},{\"attributes\":{\"tools\":[{\"id\":\"5488\"},{\"id\":\"5489\"},{\"id\":\"5490\"},{\"id\":\"5491\"},{\"id\":\"5492\"},{\"id\":\"5493\"}]},\"id\":\"5495\",\"type\":\"Toolbar\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10903\"},\"group\":null,\"major_label_policy\":{\"id\":\"10904\"},\"ticker\":{\"id\":\"9333\"}},\"id\":\"9332\",\"type\":\"LinearAxis\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"3521\"},\"glyph\":{\"id\":\"3522\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"3524\"},\"nonselection_glyph\":{\"id\":\"3523\"},\"view\":{\"id\":\"3526\"}},\"id\":\"3525\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"9345\",\"type\":\"HelpTool\"},{\"attributes\":{\"below\":[{\"id\":\"9332\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"9335\"},{\"id\":\"9339\"}],\"height\":40,\"left\":[{\"id\":\"9336\"}],\"outline_line_width\":0,\"title\":{\"id\":\"9322\"},\"toolbar\":{\"id\":\"9347\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"9324\"},\"x_scale\":{\"id\":\"9328\"},\"y_range\":{\"id\":\"9326\"},\"y_scale\":{\"id\":\"9330\"}},\"id\":\"9321\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"9322\",\"type\":\"Title\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3522\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"9333\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"9330\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis\":{\"id\":\"9332\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"9335\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3524\",\"type\":\"Line\"},{\"attributes\":{\"axis\":{\"id\":\"9336\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"9339\",\"type\":\"Grid\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"socDIlYZ2D8wEMuK2ZrXPw+H4e32cdc/f8FO5CgX1z8E8So0nF/WP3QWMAtnj9Y/hERPuUqu1z/IOtYryI3ZP9/NdwpJhto/apv9bpHx2z92jIaEopXaPzoCea8kn9o/wNpZ/pXE2T9NNozilcTZPwhWQ9q5Kdo/z8OvvMiI2z987r6qZEPcPw8Ac4QTXdw/ki56p0873T9OqsP5JKPePw8uxuRk9tw/bmCrteXk2z/IkDHqIovbP038+dKhb9g/MrZtchcD1z+fMZQI/5XWP4nqmYD89dY/WvnXYksI1z8g3p8IbsXVP2MYZ2AIB9Y/VteGYp+L1T+G7LFK1CHWP55MFw8rYdU/qNemjG4F1D+ZZR7fwq3VP9/KdMfyLdg/tsy0qKue1j+8Z0u5CPHYPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"3554\"},\"selection_policy\":{\"id\":\"3553\"}},\"id\":\"3521\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"Ons1vDZ64z8f40uWxaniP1oQJyiP0OI/6bvB/vz14T+alJeF71fhP0MUDRIhbOA/jV9tzgR/3T/GRhWUjPnbP5sy13VOPdw/TQEI1ISV3D/roesJiJPcP/CpKya0ptw/bdykcssj3T+ri8b92jzbP4CPTkMc0Ns/y/3OnygI3D/6sCzHalPeP1J7h7x0790/etqvTzVR3j+d0dcmp5PfP+OsQTGOCuE/6iyZuOqK4D/bFYSCb+TeP4t1zLNOgNo/gr6x0PyC2T8C9wh+lJvYP112lskNgNU/sz5udSOZ1T8uJTQLI5nTPwKvaJqYxdQ/ulsnYHKt1D+LGza8qjnWP2hRrDYhf9Y/npiEL4BN2D94B9K4agvWPyMWnxdindc/NVIIcg4Y1j8rgY8dzXPYPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"6052\"},\"selection_policy\":{\"id\":\"6051\"}},\"id\":\"6027\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"9337\",\"type\":\"BasicTicker\"},{\"attributes\":{\"below\":[{\"id\":\"9365\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"9368\"},{\"id\":\"9372\"}],\"height\":40,\"left\":[{\"id\":\"9369\"}],\"outline_line_width\":0,\"title\":{\"id\":\"9355\"},\"toolbar\":{\"id\":\"9380\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"9357\"},\"x_scale\":{\"id\":\"9361\"},\"y_range\":{\"id\":\"9359\"},\"y_scale\":{\"id\":\"9363\"}},\"id\":\"9354\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"9341\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"9340\",\"type\":\"PanTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3523\",\"type\":\"Line\"},{\"attributes\":{\"overlay\":{\"id\":\"9346\"}},\"id\":\"9342\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"3573\"}]},\"id\":\"3618\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"9343\",\"type\":\"SaveTool\"},{\"attributes\":{\"source\":{\"id\":\"5989\"}},\"id\":\"5994\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"9344\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"3553\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"3554\",\"type\":\"Selection\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"9346\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5989\"},\"glyph\":{\"id\":\"5990\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5992\"},\"nonselection_glyph\":{\"id\":\"5991\"},\"view\":{\"id\":\"5994\"}},\"id\":\"5993\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10915\"},\"group\":null,\"major_label_policy\":{\"id\":\"10916\"},\"ticker\":{\"id\":\"9366\"}},\"id\":\"9365\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"9361\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5990\",\"type\":\"Line\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"5494\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5506\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5505\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5992\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"5507\"}]},\"id\":\"5532\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"rmNYM7SG2D9chVUt/j/ZPzToCMH/0No/sK9diy+R2z+puzXmlJ/cP2QMSdr6m94/xsSmOgA44D9e6/nhETfgP8NvVTtWNOA/INhj0uhh4D9cJyMd4NjgP7PgU5uqBuI/VEl1E4cK4T9hxQkLy1ThP/K3nNG8I+E/YZhU7m384T8m53HC5BHiP/WziAqJMOE/bgKlpMhR4D8cuRcwyVvgP1RPSNQsnd0/Gz23SLm93D/Gi0iE6OLaPz+OSS76Edo/SyEZXhdf2j/ufh7y5evZP9C+1U9wwdk/Uljf/Afs3D/+ECkbtffdP1o2gGMBSd0/LELWYeCj3D9+ub/Ow7vaP7Bwy9w6H9o/nRkPCFw52j+++TWYF83aP9iqlWWQmto/7trMHZ0l3D+Mj2zNDnncPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"6012\"},\"selection_policy\":{\"id\":\"6011\"}},\"id\":\"5989\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"6052\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10912\"},\"group\":null,\"major_label_policy\":{\"id\":\"10913\"},\"ticker\":{\"id\":\"9370\"}},\"id\":\"9369\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6028\",\"type\":\"Line\"},{\"attributes\":{\"tools\":[{\"id\":\"5455\"},{\"id\":\"5456\"},{\"id\":\"5457\"},{\"id\":\"5458\"},{\"id\":\"5459\"},{\"id\":\"5460\"}]},\"id\":\"5462\",\"type\":\"Toolbar\"},{\"attributes\":{\"tools\":[{\"id\":\"9340\"},{\"id\":\"9341\"},{\"id\":\"9342\"},{\"id\":\"9343\"},{\"id\":\"9344\"},{\"id\":\"9345\"}]},\"id\":\"9347\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5991\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"6027\"},\"glyph\":{\"id\":\"6028\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"6030\"},\"nonselection_glyph\":{\"id\":\"6029\"},\"view\":{\"id\":\"6032\"}},\"id\":\"6031\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"6011\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"9379\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"5493\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"6012\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"5512\"},\"group\":null,\"major_label_policy\":{\"id\":\"5513\"},\"ticker\":{\"id\":\"5485\"}},\"id\":\"5484\",\"type\":\"LinearAxis\"},{\"attributes\":{\"below\":[{\"id\":\"5834\"}],\"center\":[{\"id\":\"5837\"},{\"id\":\"5841\"}],\"height\":400,\"left\":[{\"id\":\"5838\"}],\"renderers\":[{\"id\":\"5861\"},{\"id\":\"5891\"},{\"id\":\"5923\"},{\"id\":\"5957\"},{\"id\":\"5993\"},{\"id\":\"6031\"},{\"id\":\"6071\"},{\"id\":\"6113\"},{\"id\":\"6157\"},{\"id\":\"6203\"},{\"id\":\"6251\"},{\"id\":\"6301\"}],\"right\":[{\"id\":\"5856\"}],\"title\":{\"id\":\"6349\"},\"toolbar\":{\"id\":\"5849\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"5826\"},\"x_scale\":{\"id\":\"5830\"},\"y_range\":{\"id\":\"5828\"},\"y_scale\":{\"id\":\"5832\"}},\"id\":\"5825\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"tools\":[{\"id\":\"9373\"},{\"id\":\"9374\"},{\"id\":\"9375\"},{\"id\":\"9376\"},{\"id\":\"9377\"},{\"id\":\"9378\"}]},\"id\":\"9380\",\"type\":\"Toolbar\"},{\"attributes\":{\"source\":{\"id\":\"3569\"}},\"id\":\"3574\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"9355\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"5515\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"3569\"},\"glyph\":{\"id\":\"3570\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"3572\"},\"nonselection_glyph\":{\"id\":\"3571\"},\"view\":{\"id\":\"3574\"}},\"id\":\"3573\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"5513\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3570\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3572\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"5512\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"9378\",\"type\":\"HelpTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"K2MjwRTq3D9pUrQOhkPaP7dUp/X51tg/KJ0umrq92D+WkJb80FXXP2pyxth3WdY/z6lTcWQU1z9u6/jKyRLYP4UXDz5+K9o/AqRnbae92j8bk/4Bd9rZP9lyk26tP9s/tJIucCBV3T/IErQXg3nfP0ziflJgtOA/+EwGGtcM4T/eWGdLDDziP7eCzUwQ3+I/6EizyKC+4T8LVYqWhJrgP2jCsVKzluA/kziUDrOu4D+x5S0OpzfgP0x5EL6mfuA/fdtHJPeE4j+arsOTBuPiP/ybeSqmzeI/nmYQxrbL4j9wSnX+ATXhP8wgCT9isuA/UqSpXqx03j+k4uhLsxDbP6qHainW6Ns/H8XO6Occ2z8Ce+PDjwfbPzLjP+h7SNw/ukaw/kwQ3D/4AnhNqVjdPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"3604\"},\"selection_policy\":{\"id\":\"3603\"}},\"id\":\"3569\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6029\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"9366\",\"type\":\"BasicTicker\"},{\"attributes\":{\"source\":{\"id\":\"6027\"}},\"id\":\"6032\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"9363\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis\":{\"id\":\"9365\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"9368\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3571\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5504\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3620\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"9377\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"3603\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"3604\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"9376\",\"type\":\"SaveTool\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"6031\"}]},\"id\":\"6066\",\"type\":\"LegendItem\"},{\"attributes\":{\"overlay\":{\"id\":\"9379\"}},\"id\":\"9375\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"9373\",\"type\":\"PanTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6030\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"5516\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"9374\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"6051\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"5874\"},{\"id\":\"5875\"},{\"id\":\"5876\"},{\"id\":\"5877\"},{\"id\":\"5878\"},{\"id\":\"5879\"},{\"id\":\"5880\"},{\"id\":\"5881\"},{\"id\":\"5882\"},{\"id\":\"5883\"},{\"id\":\"5884\"},{\"id\":\"5885\"}]},\"id\":\"5835\",\"type\":\"DatetimeTicker\"},{\"attributes\":{},\"id\":\"9370\",\"type\":\"BasicTicker\"},{\"attributes\":{\"axis\":{\"id\":\"9369\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"9372\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"10439\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2570\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"2780\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"2681\"}},\"id\":\"2686\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2681\"},\"glyph\":{\"id\":\"2682\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2684\"},\"nonselection_glyph\":{\"id\":\"2683\"},\"view\":{\"id\":\"2686\"}},\"id\":\"2685\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"10440\",\"type\":\"Selection\"},{\"attributes\":{\"axis\":{\"id\":\"8771\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"8774\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2684\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2702\",\"type\":\"Selection\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"2685\"}]},\"id\":\"2716\",\"type\":\"LegendItem\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"2721\"}]},\"id\":\"2754\",\"type\":\"LegendItem\"},{\"attributes\":{\"axis\":{\"id\":\"8775\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"8778\",\"type\":\"Grid\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"LNjqVSAW4j+smez7XbLfP5hxdJoRKd0/uOFpyDOH2D88U33dPMvSPxy56KGG7s0/MEEZl6zKxz8AayHHb0nGP4jl2ES9hM8/+W6hbFJv0z+EALODGEDXP+RbclS379g/pMVqWqac2z/4oOQln8/eP4LhhVHZOOE/ID2VDhKQ4j++PEyJ+RniP8ICQVGITuE/wXsdCFfV4D/qn87g4FvfP2b7wMcQs94/evKHL6vt3D/unJbSnSrZP4J5k74J4Ns/+D4whosm3j+6PX3Ty5LdP9MfFqCYcd0/5KrrquTc3T9kFvtSuOjdP553/uF5W94/HpW3QSVe3T8hNUwlqGPcP+AkfgbIA+E/uge6leRy4j+zwGbcjAHhP/gVhzwsp+E/BFXgez7Z4D+gEhxXM2PePw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"2600\"},\"selection_policy\":{\"id\":\"2599\"}},\"id\":\"2585\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"8776\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"2701\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"axis\":{\"id\":\"3156\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"3159\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"3154\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"8780\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"8779\",\"type\":\"PanTool\"},{\"attributes\":{\"overlay\":{\"id\":\"8785\"}},\"id\":\"8781\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"8782\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"8783\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"10512\",\"type\":\"DataRange1d\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"8785\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"8817\",\"type\":\"HelpTool\"},{\"attributes\":{\"source\":{\"id\":\"10455\"}},\"id\":\"10460\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"3742\",\"type\":\"DataRange1d\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"9450\"},{\"id\":\"9482\"},{\"id\":\"9516\"},{\"id\":\"9552\"},{\"id\":\"9590\"},{\"id\":\"9630\"},{\"id\":\"9672\"},{\"id\":\"9716\"},{\"id\":\"9762\"},{\"id\":\"9810\"},{\"id\":\"9860\"},{\"id\":\"9912\"}]},\"id\":\"9420\",\"type\":\"Legend\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"2576\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"10455\"},\"glyph\":{\"id\":\"10456\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"10458\"},\"nonselection_glyph\":{\"id\":\"10457\"},\"view\":{\"id\":\"10460\"}},\"id\":\"10459\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2717\"},\"glyph\":{\"id\":\"2718\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2720\"},\"nonselection_glyph\":{\"id\":\"2719\"},\"view\":{\"id\":\"2722\"}},\"id\":\"2721\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"9390\",\"type\":\"DataRange1d\"},{\"attributes\":{\"child\":{\"id\":\"10575\"},\"title\":\"Taza - al hoceima - taounate\"},\"id\":\"10576\",\"type\":\"Panel\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10458\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"MbBkIvvp2D8xsW/wUq3XP3SpA2gYHNU/Wbm035Ue0z+5p8It18rRP8niy5lrltA/bHWPe7yR0D+vT4oP+u7SPyV0cUDFTdQ/hobau8kx1T8FecYX41zVP/P13PPbydU/iK5nm7TM1z/nsDmO9gTaP010YA1Lvtc/2LWUowgz1j+owg0EJeLXP03q0ucVGdk/wCL9a01q1j/XX+l9RiHWP7OKkcv699Q//fCPxY/Z1z9gN9TwbYbZPxkITq0fs9g/A7jl9fCA2T/ls8EkJ/TaP0Vv7Q0WR9o/ZQptgRb12D/lzdp/ET3WP+8hAD/QltU/13E1UJ4t1T/1crxE9WLSPxV34BW/79A/qBZgEjK00D8deNJWyyDRPxiYramkLNE/ivkf7j2Z0T/M8T+VCBbRPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"10492\"},\"selection_policy\":{\"id\":\"10491\"}},\"id\":\"10455\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"2717\"}},\"id\":\"2722\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2571\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"10459\"}]},\"id\":\"10506\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"2573\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"2574\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2718\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10894\"},\"group\":null,\"major_label_policy\":{\"id\":\"10895\"},\"ticker\":{\"id\":\"8776\"}},\"id\":\"8775\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10457\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"10514\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"2740\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"10491\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2600\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"10492\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2720\",\"type\":\"Line\"},{\"attributes\":{\"overlay\":{\"id\":\"2576\"}},\"id\":\"2572\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"wOWuwEoU3T9m7KB+4gPYP4wE4Q0lsdQ/fGPSdrmh0j8Q8BOZVczUP2Rci3dF69Q/Nqo8vlB61D/UwRdWqJ7VP5SWEl94r9k/HHsGfm142j8jHwNbHn7aP7Zvu1+b7tw/rVTD+4e14D+lhKSuj/jiP0DA1vI+YeU/nGfkw14X5T+fqJWYq1LmP+LpCq3pA+g/GikZrdE65z+g0oOPLrLlPylPxTCp6OI/q4NSaJZP4D/WsckPOU3fP7j2USS4tNo/g3o1dScs2T86NszymSLXP0W+rUCL+9U/W+GeYvZ21j8ZB6kkzDHXP1AJawjtNdM/B37ViTHu1T95mH8UkjLSP8ZT+2QC5tU/I1qQRHsu1j92CanPffrWP/Qfb6NPktk/PIMYTA7i3z9BJr8PihXhPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"2740\"},\"selection_policy\":{\"id\":\"2739\"}},\"id\":\"2717\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2575\",\"type\":\"HelpTool\"},{\"attributes\":{\"children\":[{\"id\":\"3079\"},{\"id\":\"2553\"},{\"id\":\"3112\"}]},\"id\":\"3145\",\"type\":\"Column\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"3196\"},{\"id\":\"3197\"},{\"id\":\"3198\"},{\"id\":\"3199\"},{\"id\":\"3200\"},{\"id\":\"3201\"},{\"id\":\"3202\"},{\"id\":\"3203\"},{\"id\":\"3204\"},{\"id\":\"3205\"},{\"id\":\"3206\"},{\"id\":\"3207\"}]},\"id\":\"3157\",\"type\":\"DatetimeTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2719\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2739\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"3148\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"2594\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"9438\"},{\"id\":\"9439\"},{\"id\":\"9440\"},{\"id\":\"9441\"},{\"id\":\"9442\"},{\"id\":\"9443\"},{\"id\":\"9444\"},{\"id\":\"9445\"},{\"id\":\"9446\"},{\"id\":\"9447\"},{\"id\":\"9448\"},{\"id\":\"9449\"}]},\"id\":\"9399\",\"type\":\"DatetimeTicker\"},{\"attributes\":{\"axis\":{\"id\":\"9398\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"9401\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"10547\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"10516\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"10507\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"2599\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10936\"},\"group\":null,\"major_label_policy\":{\"id\":\"10937\"},\"ticker\":{\"id\":\"10525\"}},\"id\":\"10524\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"8836\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"8767\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"10545\",\"type\":\"DataRange1d\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"8761\",\"type\":\"Title\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10939\"},\"group\":null,\"major_label_policy\":{\"id\":\"10940\"},\"ticker\":{\"id\":\"10521\"}},\"id\":\"10520\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"2598\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"10533\",\"type\":\"HelpTool\"},{\"attributes\":{\"below\":[{\"id\":\"10520\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"10523\"},{\"id\":\"10527\"}],\"height\":40,\"left\":[{\"id\":\"10524\"}],\"outline_line_width\":0,\"title\":{\"id\":\"10510\"},\"toolbar\":{\"id\":\"10535\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"10512\"},\"x_scale\":{\"id\":\"10516\"},\"y_range\":{\"id\":\"10514\"},\"y_scale\":{\"id\":\"10518\"}},\"id\":\"10509\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10897\"},\"group\":null,\"major_label_policy\":{\"id\":\"10898\"},\"ticker\":{\"id\":\"8772\"}},\"id\":\"8771\",\"type\":\"LinearAxis\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2755\"},\"glyph\":{\"id\":\"2756\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2758\"},\"nonselection_glyph\":{\"id\":\"2757\"},\"view\":{\"id\":\"2760\"}},\"id\":\"2759\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"8765\",\"type\":\"DataRange1d\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"10510\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"8784\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"10521\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"2597\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{},\"id\":\"10518\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis\":{\"id\":\"10520\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"10523\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"8772\",\"type\":\"BasicTicker\"},{\"attributes\":{\"source\":{\"id\":\"2755\"}},\"id\":\"2760\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"8769\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis\":{\"id\":\"10524\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"10527\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"10525\",\"type\":\"BasicTicker\"},{\"attributes\":{\"below\":[{\"id\":\"10553\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"10556\"},{\"id\":\"10560\"}],\"height\":40,\"left\":[{\"id\":\"10557\"}],\"outline_line_width\":0,\"title\":{\"id\":\"10543\"},\"toolbar\":{\"id\":\"10568\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"10545\"},\"x_scale\":{\"id\":\"10549\"},\"y_range\":{\"id\":\"10547\"},\"y_scale\":{\"id\":\"10551\"}},\"id\":\"10542\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2756\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"10529\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"2595\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"10528\",\"type\":\"PanTool\"},{\"attributes\":{\"overlay\":{\"id\":\"10534\"}},\"id\":\"10530\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"2759\"}]},\"id\":\"2794\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"10531\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"8816\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"10532\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2758\",\"type\":\"Line\"},{\"attributes\":{\"tools\":[{\"id\":\"2570\"},{\"id\":\"2571\"},{\"id\":\"2572\"},{\"id\":\"2573\"},{\"id\":\"2574\"},{\"id\":\"2575\"}]},\"id\":\"2577\",\"type\":\"Toolbar\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"K31Ppu4y2z/5kz8y0FzdPyTsR15uSd4/Vr1PhdgM3j8SbJA3muPaP5xc0Ri/Ytg/DKJVdXxj1z9Y9mIz4G/SPw7H9ppb0M8/wkvfPg1Gzz/cnSnA2sXOPyLueeSmkM4/RBjB0UJS0T+FB3JUZrHQP4apOtkm0tM/BsodfYcJ1z+cs641mqnWP8YdriS1iNU/0Q4Cm5Qj1j/e22TuDV3XPxhtDMKpc9w/DLsPhtfX3T/GLISx+BbdPwqOHEqOTuA/Lq2/pK984T/4CnZ29hPjP0nlUeTCKeQ/8HvC+lfM5D9WnsL4rYXlP5xgcvk1IuY/dYpQbhn/5T+OmhuiX0blP/b2SPA1weQ/oinx95pW5D+AwVv8TxjjP9dmj7tbLeM/xEMWnu5/4z98OFVV097jPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"2780\"},\"selection_policy\":{\"id\":\"2779\"}},\"id\":\"2755\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"10534\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10951\"},\"group\":null,\"major_label_policy\":{\"id\":\"10952\"},\"ticker\":{\"id\":\"10554\"}},\"id\":\"10553\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"10549\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis\":{\"id\":\"10553\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"10556\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2757\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"8831\"}]},\"id\":\"8856\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8829\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2779\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2822\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8830\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"8827\"}},\"id\":\"8832\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"8827\"},\"glyph\":{\"id\":\"8828\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"8830\"},\"nonselection_glyph\":{\"id\":\"8829\"},\"view\":{\"id\":\"8832\"}},\"id\":\"8831\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"axis\":{\"id\":\"10557\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"10560\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"10558\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"10562\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"10561\",\"type\":\"PanTool\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"8818\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"overlay\":{\"id\":\"10567\"}},\"id\":\"10563\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"yHG7iZmq2z/p7JdwYLfZP+0lVZ/JH9w/Olo9qYUz2T8XP3HmCBjVP5przlauuNE/txq1qdTv1D8zchkkG07WP4FUsyspztY/49L0wzlW1T8EDLD9+ZHXP5LYVpf5fdk/ZHXdDXiO2z809KUmrWrbP9luLgdNDdw/EKF/NYj43z/DqGR5VIThP7byc48ElOA/ioUeB4wn4D+hppNgq5DdPyJizHIUSdo/ZmI2giUC3D/cVHhvE4PYP4eKPCabgNk/jrBT9HaK3j9bXjhs4sjgPw6BQzyos+E/FuDevxbu4j9Ia1RxfsXhPyHH0kWRHOM/s1USSK1S4T8086ZyMnrgP5U4DHIiEOA/g/q48ZQb3z/5y1aY7E3gP9pJyLLfiOE/WtoO+v9w3z+RM1C6I7/fPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"8842\"},\"selection_policy\":{\"id\":\"8841\"}},\"id\":\"8827\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"10564\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"10565\",\"type\":\"ResetTool\"},{\"attributes\":{\"tools\":[{\"id\":\"8779\"},{\"id\":\"8780\"},{\"id\":\"8781\"},{\"id\":\"8782\"},{\"id\":\"8783\"},{\"id\":\"8784\"}]},\"id\":\"8786\",\"type\":\"Toolbar\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"10567\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"2602\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"overlay\":{\"id\":\"8818\"}},\"id\":\"8814\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"8815\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"9396\",\"type\":\"LinearScale\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"2603\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2795\"},\"glyph\":{\"id\":\"2796\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2798\"},\"nonselection_glyph\":{\"id\":\"2797\"},\"view\":{\"id\":\"2800\"}},\"id\":\"2799\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"2609\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"2607\",\"type\":\"DaysTicker\"},{\"attributes\":{\"source\":{\"id\":\"2795\"}},\"id\":\"2800\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2613\",\"type\":\"YearsTicker\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"2604\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"2605\",\"type\":\"DaysTicker\"},{\"attributes\":{\"children\":[{\"id\":\"9321\"},{\"id\":\"8795\"},{\"id\":\"9354\"}]},\"id\":\"9387\",\"type\":\"Column\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"2606\",\"type\":\"DaysTicker\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"2608\",\"type\":\"DaysTicker\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"2612\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2796\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"8837\",\"type\":\"AllLabels\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"2610\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"9677\"}]},\"id\":\"9716\",\"type\":\"LegendItem\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"2611\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"label\":{\"value\":\"Manufacturing\"},\"renderers\":[{\"id\":\"2799\"}]},\"id\":\"2836\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2798\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"MsjQFIZs5D8wyNAUhmzkP9KyVaq1pOE/BF5GvVIy4D/26IUqhlbbP21T5MxWEdk/26D6/Ln/0z/B6nCwLa3UPx1i3B/uqNk/6kp6lxeI3z8ASF7hx+PfP0GMDXDIo+E/9nEEt7xo4T+eAl3/vozhP1e/f1Z/DOQ/N2Nm+oxn5D/Pbpc++HfhP3inrXtxVuE/GMAQ06Or3D9ZNpUfRYTaP5loSIpKbdg/9Ah/A5te0D94tnktq8LQP2eryRHJAtU/O29suCvT0j8QTOIyl4rVP8KPEQaCq9g/Fk6fK/hI2z+mYdPinUfdP8nmbP8Jd9w/igwCSXsD3j8FuZ1NcdLfP3mFQruakeE/2z7mtObb4z+KAbcLoR3kPynmV+0DeuQ/YAsgmybv4j/NyO2ka6PhPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"2822\"},\"selection_policy\":{\"id\":\"2821\"}},\"id\":\"2795\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"10543\",\"type\":\"Title\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2797\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2821\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"tools\":[{\"id\":\"10561\"},{\"id\":\"10562\"},{\"id\":\"10563\"},{\"id\":\"10564\"},{\"id\":\"10565\"},{\"id\":\"10566\"}]},\"id\":\"10568\",\"type\":\"Toolbar\"},{\"attributes\":{\"tools\":[{\"id\":\"8812\"},{\"id\":\"8813\"},{\"id\":\"8814\"},{\"id\":\"8815\"},{\"id\":\"8816\"},{\"id\":\"8817\"}]},\"id\":\"8819\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8828\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"8839\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{},\"id\":\"8840\",\"type\":\"AllLabels\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10948\"},\"group\":null,\"major_label_policy\":{\"id\":\"10949\"},\"ticker\":{\"id\":\"10558\"}},\"id\":\"10557\",\"type\":\"LinearAxis\"},{\"attributes\":{\"source\":{\"id\":\"2837\"}},\"id\":\"2842\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"8841\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"tools\":[{\"id\":\"10528\"},{\"id\":\"10529\"},{\"id\":\"10530\"},{\"id\":\"10531\"},{\"id\":\"10532\"},{\"id\":\"10533\"}]},\"id\":\"10535\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"8842\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"10566\",\"type\":\"HelpTool\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"2841\"}]},\"id\":\"2880\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2837\"},\"glyph\":{\"id\":\"2838\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2840\"},\"nonselection_glyph\":{\"id\":\"2839\"},\"view\":{\"id\":\"2842\"}},\"id\":\"2841\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"10554\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"10551\",\"type\":\"LinearScale\"},{\"attributes\":{\"below\":[{\"id\":\"3156\"}],\"center\":[{\"id\":\"3159\"},{\"id\":\"3163\"}],\"height\":400,\"left\":[{\"id\":\"3160\"}],\"renderers\":[{\"id\":\"3183\"},{\"id\":\"3213\"},{\"id\":\"3245\"},{\"id\":\"3279\"},{\"id\":\"3315\"},{\"id\":\"3353\"},{\"id\":\"3393\"},{\"id\":\"3435\"},{\"id\":\"3479\"},{\"id\":\"3525\"},{\"id\":\"3573\"},{\"id\":\"3623\"}],\"right\":[{\"id\":\"3178\"}],\"title\":{\"id\":\"3671\"},\"toolbar\":{\"id\":\"3171\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"3148\"},\"x_scale\":{\"id\":\"3152\"},\"y_range\":{\"id\":\"3150\"},\"y_scale\":{\"id\":\"3154\"}},\"id\":\"3147\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2838\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"3191\"},\"group\":null,\"major_label_policy\":{\"id\":\"3192\"},\"ticker\":{\"id\":\"3157\"}},\"id\":\"3156\",\"type\":\"DatetimeAxis\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2840\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"3152\",\"type\":\"LinearScale\"},{\"attributes\":{\"source\":{\"id\":\"2615\"}},\"id\":\"2620\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"LiyiXslL6D8iCmcjPbDmP7LxiG+aVeY/XkU/xrD25D+yHfp8IKnhP/xhyOpz1t4/9mPRUrAp2z+ulIZc6YPYP6zRCXRPl9g/Hhss4x+E2T+xcBhSUd3aP7jhIN2tu9w/iO83hZoN3T/etLsEE5HeP+jvoqL11uA/vnHFpPDk4j9khPZ+KJrjP87/TPBh0eI/VsZswLU/4z9n9e0Y6W7iP/j1FA07AuI/XEB+GClR4T9cdqG2KAPgP2r3bBDPx+A/lu2MREq84T+E/jTrMf/fP+5uZ0jdWuA/3O2cXOgU4T/mT5U4ZQ3iP9z5ZiVGJ+I/+5l4287i4D+fsYZ3G+HgP+ixXZxQ+OI/8H/prpRS4z8K6na8VlLhP1bR0njpUeA/PUYXyMky3T8YzARdVQTbPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"2866\"},\"selection_policy\":{\"id\":\"2865\"}},\"id\":\"2837\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"2619\"}]},\"id\":\"2646\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"kIdzykuA4T/eGrbOZPHfP/OOBZvVy+A/Xs5k11lq3z/KZDD9s8LcP/G7jRY0Tds/4o59mnfE2D+chbNmhX7VP84R8p+3x9c/rIWgZG5u2T/QbfjeFLTZPz6VCdJMUNs/rscNx4TZ3T+ALSdX5ZDfP45j+3xsjeA/x/meKytq4j9ktlEjVGfiPwpHep8CSuI/JqpGa2sE4j/P/n96MzrgP6g4pzrSuOA/TjHP0SbR4D/hGnzb+WPeP3jqbBU8/90/mspjtNcL3z97gf2uV67gPwBpuMpGpeE/HJ1hramP4D9myafO1BnhP1aleuF34OA/+pYWO0QR4T9DW5mXrmTiP1IzuWRuneI/iiwE25KT4z8YcSlfty3kPzZtqrU2EeU/iEzSVESI4z+dI7P26pPiPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"2702\"},\"selection_policy\":{\"id\":\"2701\"}},\"id\":\"2681\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2615\"},\"glyph\":{\"id\":\"2616\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2618\"},\"nonselection_glyph\":{\"id\":\"2617\"},\"view\":{\"id\":\"2620\"}},\"id\":\"2619\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2839\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"2885\"}]},\"id\":\"2926\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"2632\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2865\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2616\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2866\",\"type\":\"Selection\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"8844\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2618\",\"type\":\"Line\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"8845\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"8pg2n+VT3j+4t5zrpbDeP+7v8QsEz9w/3E02qgan3z/XbKgzfrbeP2LsQiK0m9k/OnTjRmu72T80omQbfSXZP0GSSDdUzts/som50q1R3T/d7lvn+zXdPyq+Je4SC9w/mt2xV6iV3j/HH1uqy8LePx5WBuwbZOE/dl4OJXfb4D+lMVqnzBXeP8mkNWljat4/yaQ1aWNq3j+ReKTxMk7dP5rkd9YUut4/k361qjdl3D8TDosQFhrdP3vOzsuYoN8//mEti3IF3T/kEz03STnfP/5hLYtyBd0/U72dOeiy3D/E8EzGgPXdP1AlSP3b1Ns/Ossivyua3D9+R8c3w3DeP9bYoFlB5tw/a1OA+5Si3z+7Zri7kJbgPyTjN13TcN0/I8YJFuxt3j+lb8JNE8zePw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"2632\"},\"selection_policy\":{\"id\":\"2631\"}},\"id\":\"2615\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"8851\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"8849\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"8855\",\"type\":\"YearsTicker\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"8846\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"8847\",\"type\":\"DaysTicker\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"8848\",\"type\":\"DaysTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2617\",\"type\":\"Line\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"8850\",\"type\":\"DaysTicker\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"2651\"}]},\"id\":\"2680\",\"type\":\"LegendItem\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"8854\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"8852\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"2631\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"8853\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"source\":{\"id\":\"2881\"}},\"id\":\"2886\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2881\"},\"glyph\":{\"id\":\"2882\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2884\"},\"nonselection_glyph\":{\"id\":\"2883\"},\"view\":{\"id\":\"2886\"}},\"id\":\"2885\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2647\"},\"glyph\":{\"id\":\"2648\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2650\"},\"nonselection_glyph\":{\"id\":\"2649\"},\"view\":{\"id\":\"2652\"}},\"id\":\"2651\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2882\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2884\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"2647\"}},\"id\":\"2652\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"gEQ6HT4F6D9t+a0Y573oPxH7C+wIFuk/HHFF8LKr5j/6Q+KMRzzlPyswMtclJOQ/zHHi9jGi4T9pdDvM9CfcP4ZmHHTeHdg/Z9DaZq+n1j+Ei9B0AcLbP2Kgh9pYmNw/XG8MU2OH3z9eAakHmiDhP6+Ultn8zuI/bQFdNTMr5D8cVUrJSRLlP266FTlHOOQ/DMoTpfAg5T8ZZdkv5mTiP4zOU+WIKd8/PGojF7Bp3D/uBJRNPineP88D25N+c9c/SfuQpjzo1z9hbb7yCQ7ZP5rWcpmMG9w/BL0e0hGx4D/ykrBHmI7hP6QlU2DejOA/otU/excQ4T/zQv+DmyThP4qs2UBe6eA//2pgun3T3z8EMRTd0eHeP6on80gbU+A/Mt+4Pyb24D/0c99pUTLkPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"2912\"},\"selection_policy\":{\"id\":\"2911\"}},\"id\":\"2881\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2648\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2883\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2927\"},\"glyph\":{\"id\":\"2928\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2930\"},\"nonselection_glyph\":{\"id\":\"2929\"},\"view\":{\"id\":\"2932\"}},\"id\":\"2931\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2666\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2911\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2912\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2650\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"gXtMEeUG4j/wk2CdrePiP4w1EQl7X+M/UuxkCZPA4z9HURR24bfkP3J+VeL++OM/GIFKi5Z64T+etjiCvZvhPw5AoC+zFt8/UU78SW8W3j+Q+wjkke3aP8QRtWRCftc/xBG1ZEJ+1z++csvKAr7XP0dKgVaL29Y/C/vHCOA/2z9ydaCuCqnYP4ylX75ygtc/AHF0Xpa/1j8pcAXM3QnWPyadLxw6pNc/ZAjI3wzH1z/DcR67tZDTP5ZyjU1uRtQ/RNM5nSSQ1T/8o+kfdWzXP/yj6R91bNc/Kre6dZ/i2D9LhUa2nZbaP63HFONXZ9w/2MalUJ+x2z8YuH3UDdvcP3/Sy6bsb90/f9LLpuxv3T/AC3bPzzLaP7ogxT7d0Nc/WN72ESMA1j+O+hV67JHYPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"2666\"},\"selection_policy\":{\"id\":\"2665\"}},\"id\":\"2647\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2649\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2665\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"below\":[{\"id\":\"9398\"}],\"center\":[{\"id\":\"9401\"},{\"id\":\"9405\"}],\"height\":400,\"left\":[{\"id\":\"9402\"}],\"renderers\":[{\"id\":\"9425\"},{\"id\":\"9455\"},{\"id\":\"9487\"},{\"id\":\"9521\"},{\"id\":\"9557\"},{\"id\":\"9595\"},{\"id\":\"9635\"},{\"id\":\"9677\"},{\"id\":\"9721\"},{\"id\":\"9767\"},{\"id\":\"9815\"},{\"id\":\"9865\"}],\"right\":[{\"id\":\"9420\"}],\"title\":{\"id\":\"9913\"},\"toolbar\":{\"id\":\"9413\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"9390\"},\"x_scale\":{\"id\":\"9394\"},\"y_range\":{\"id\":\"9392\"},\"y_scale\":{\"id\":\"9396\"}},\"id\":\"9389\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"9394\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"9433\"},\"group\":null,\"major_label_policy\":{\"id\":\"9434\"},\"ticker\":{\"id\":\"9399\"}},\"id\":\"9398\",\"type\":\"DatetimeAxis\"},{\"attributes\":{},\"id\":\"9988\",\"type\":\"LinearScale\"},{\"attributes\":{\"source\":{\"id\":\"8857\"}},\"id\":\"8862\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"8861\"}]},\"id\":\"8888\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"8857\"},\"glyph\":{\"id\":\"8858\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"8860\"},\"nonselection_glyph\":{\"id\":\"8859\"},\"view\":{\"id\":\"8862\"}},\"id\":\"8861\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2930\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"8874\",\"type\":\"Selection\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8858\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8860\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"2931\"}]},\"id\":\"2974\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"k+hk3nSb1z+ccGSjACPWPwKxM1BwDdg/rrpiCJQU1j+6z8s2M1XWP0rVEgHTYtU/pDcCIkAJ2D/1W7p1rTrYP/VbunWtOtg/YQJpFaov1j8r+AwJ+43WP/SMzc8yatI/n3uxmPvl1T80P1H0JSnVPxxkbWgzj9c/0iZ5ofVL3T9QT075cHLfP0xPTvlwct8/zJ+Q924/4T/0UD0mFQPfP1a2CD4t/N0/8ojdslZo3z/vIO7OojPcP0kUwrPLEN4/JjTmpBeH4D8LE2hYn4PgPwgTaFifg+A/bYXZyiGq4j+sT8hLYtLgP1uOtINAg+I/cwBgZW6B4D8AOA+2RongP+qm5/slReA/6abn+yVF4D9Ec0gf9t7bP95TYz8ge9s/xntuelWR1T9rZvyGKijZPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"8874\"},\"selection_policy\":{\"id\":\"8873\"}},\"id\":\"8857\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"2927\"}},\"id\":\"2932\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2682\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2928\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8859\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2929\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8890\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"eNeoaIe91z8TNwpcXEfWP8CIt4sIONM/Is6TiA/izj/32ew0m0TEP3QhAxZbM8E/PL8DLTTDwT9f6EBFCzDEPzzjVng3kco/gHyeR0Xoyz/CaIhzsyzNP5nVYfPK9s4/a89eo1KS0T+TDXpbtQXUP7y0hLIIddQ/bk4LI/+e1j9ap7f5P1/ZP0KtmEyEido/roCI2klg2T9i+HZ1FQPZP6BpOqg9ONc/CUUpaHv11j9cbMUA9BPTPyHjzgZzAdI/m4Ok4gmB0z8PrQSjgw3UP8pIeb14xNE/QpB9weMG0j8StU97BTHPPzMIzjlsEs4/NwXD6ccb0T/C0Aj7g3TPP2pihr0jztI/lO0SboDW1D8VcYnacKXTP4pdanSAANU/OtIT22ZO1T/vb3F87OLQPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"2960\"},\"selection_policy\":{\"id\":\"2959\"}},\"id\":\"2927\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"8873\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2683\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2976\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7640\",\"type\":\"Line\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"8262\"},{\"id\":\"8294\"},{\"id\":\"8328\"},{\"id\":\"8364\"},{\"id\":\"8402\"},{\"id\":\"8442\"},{\"id\":\"8484\"},{\"id\":\"8528\"},{\"id\":\"8574\"},{\"id\":\"8622\"},{\"id\":\"8672\"},{\"id\":\"8724\"}]},\"id\":\"8232\",\"type\":\"Legend\"},{\"attributes\":{\"source\":{\"id\":\"8029\"}},\"id\":\"8034\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2959\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2960\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"8208\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"8029\"},\"glyph\":{\"id\":\"8030\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"8032\"},\"nonselection_glyph\":{\"id\":\"8031\"},\"view\":{\"id\":\"8034\"}},\"id\":\"8033\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8032\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"PhaU1h4N2j/4JWyStifYPwzlA7Pas9M/gngTby8U0D/OBIzAvlzIPwMkWRG5Ycg/AoRknhokxj+1nBUTZW/HP8YmfenFx84//5SAVak61T//s/91E8bZPz7VfncR1ds/Y8dBl57n2j82Ykrzq+zdP0NJy9HHSeA/db2wVUMv4T8LXryN7jXfPzBG/2O2mtw/dFy99tiD2z8fMw4AeK/bP9t1z94xb90/usochYfq2z9mxRbR79zYPzzNw8hZDdw/fEqE0MO03D9EksKg16zePyQMqGxp7d4/NmY9xzEf3T9uo+ytxRXfP4zeOwy9oeA/ibnvIWA63T+Al610SLfdP5Kp5Fhk+ds/LzcoaUtU3T+rbzhxEvHaP2VObv10Zts/G/GbKAsW2D/SSfmv8mDZPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"8064\"},\"selection_policy\":{\"id\":\"8063\"}},\"id\":\"8029\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"8033\"}]},\"id\":\"8078\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"7WsjGX6W4j/TiZ744svhP8WtHXaFEeA/cMHGG6BW3D980F43eQnVP+SzMQW87NE/GM2JfKdg0D9FT1y8X/bQP79JRv0D3dM/xKzPLUr41j/HuWR+rwfbP2Zhyi50+tw/NEr7jCIF3T8ERahHZX/eP5lbhOOChd8/bKhs1Elh4T8po3vjVRziP2mQxWCjKOE/KZdSVwKM4D/Qq34Tt5DgPy6e05ujyuA/IgwcCf7H4D+k7wH3YxbfP472ISFGWuA/VKPPXHSS4T8BdBvJUZziP+2q/aMhgeI/9SyZbnCN4j9SIdTNmvXiP/Poeoso5eI/XgKrPIEY4T/O+idMfajgP6ydRSOllOA/wNfK6wOd4D9RWwUMbYjfP9JA9NJjSOA/hiQMrXd33T/3ihaVVe/cPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"7654\"},\"selection_policy\":{\"id\":\"7653\"}},\"id\":\"7639\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8031\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"8083\"}]},\"id\":\"8130\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"7639\"},\"glyph\":{\"id\":\"7640\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"7642\"},\"nonselection_glyph\":{\"id\":\"7641\"},\"view\":{\"id\":\"7644\"}},\"id\":\"7643\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"7387\"}},\"id\":\"7392\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"8063\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"7639\"}},\"id\":\"7644\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"8064\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7642\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7641\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"7643\"}]},\"id\":\"7668\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"7387\"},\"glyph\":{\"id\":\"7388\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"7390\"},\"nonselection_glyph\":{\"id\":\"7389\"},\"view\":{\"id\":\"7392\"}},\"id\":\"7391\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8405\",\"type\":\"Line\"},{\"attributes\":{\"below\":[{\"id\":\"1968\"}],\"center\":[{\"id\":\"1971\"},{\"id\":\"1975\"}],\"height\":400,\"left\":[{\"id\":\"1972\"}],\"renderers\":[{\"id\":\"1995\"},{\"id\":\"2025\"},{\"id\":\"2057\"},{\"id\":\"2091\"},{\"id\":\"2127\"},{\"id\":\"2165\"},{\"id\":\"2205\"},{\"id\":\"2247\"},{\"id\":\"2291\"},{\"id\":\"2337\"},{\"id\":\"2385\"},{\"id\":\"2435\"}],\"right\":[{\"id\":\"1990\"}],\"title\":{\"id\":\"2483\"},\"toolbar\":{\"id\":\"1983\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"1960\"},\"x_scale\":{\"id\":\"1964\"},\"y_range\":{\"id\":\"1962\"},\"y_scale\":{\"id\":\"1966\"}},\"id\":\"1959\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"source\":{\"id\":\"2975\"}},\"id\":\"2980\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7390\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"c/HBvhnh2T9+510X53LVPyQw5e3PJtg/378ptVhq3D/6wwYE4n3aP9K7zujMit4/Hh8Jk7iU3T8SUTXOO8jbP9wExKyu9d0/tZevTt8f3D9m22UQ+GPZP5gIF1rKmto/Awa9Rrk71j8QPKwQCuTTP9JmMpYDkNM/y9VHHs+c0T8TzegGXSjQP1vz2/t2Qc0/nJ/8GDOF0D8Qu5JArZzMP3nAX3qeB9I/Db/FLArK0T821VL2iVvRP3KRQCz99dM/XBnwwQ711z/abXI4AQDXP5N+yvAhwdk/0Mqo7Id61z88P5zYIOfXP6Z0HOSV59g/aCoFw0TT1j9X9BOCiUTUPyfyt0aEKtM/2hRS0DWl0z8Bl+qnP17UP4BHiwAMctI/Aag3tE0J0j/kjtdp36zQPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"7420\"},\"selection_policy\":{\"id\":\"7419\"}},\"id\":\"7387\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"7391\"}]},\"id\":\"7434\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2975\"},\"glyph\":{\"id\":\"2976\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2978\"},\"nonselection_glyph\":{\"id\":\"2977\"},\"view\":{\"id\":\"2980\"}},\"id\":\"2979\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7389\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"7439\"}]},\"id\":\"7484\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"7419\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2556\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2978\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"7420\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"jCfzB6yr3D9Sd/OfvCbYP7wb7CYoANY/TJ/D9Q+O0j8wcuoSpyHUPyKOHB3BotI/gFuKHV3U0z8HptIhiPLUPw6JwDyhzdk/EEGIHqgs3j/o1/0Lt0PhP5S0ZzBz2OE/n9RShH8U4z9HSkTz81XjP0QvygnL8+I/ZvPiSWDe4T/uWSe5JunfP9fCayhgQ94/8NR0fnnA3D+6UhrTw8jbP9riJoNgZdo/6g9m5LU/2z/O3jff5enbPx6Ckm68Hdw/pNIUlPBc3j+KBE2im4XdP/wxvotw0dw/HAHe2q3z2j91AFz30RzYPwYmJHze6Nk/1II5z/b22z+wptIAMTfZP+CrJwoBgt4/aXR73xd94D/dUGiIQJfgP+v4h5hW3OE/iAh0QGGa4T8lqNGSR/ngPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"3010\"},\"selection_policy\":{\"id\":\"3009\"}},\"id\":\"2975\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8406\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"2979\"}]},\"id\":\"3024\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"8136\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8404\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"8403\"},\"glyph\":{\"id\":\"8404\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"8406\"},\"nonselection_glyph\":{\"id\":\"8405\"},\"view\":{\"id\":\"8408\"}},\"id\":\"8407\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2977\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"3029\"}]},\"id\":\"3076\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"8079\"}},\"id\":\"8084\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"7648\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"3009\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"8215\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"3010\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"7649\",\"type\":\"AllLabels\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"8079\"},\"glyph\":{\"id\":\"8080\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"8082\"},\"nonselection_glyph\":{\"id\":\"8081\"},\"view\":{\"id\":\"8084\"}},\"id\":\"8083\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"overlay\":{\"id\":\"8224\"}},\"id\":\"8220\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8080\",\"type\":\"Line\"},{\"attributes\":{\"child\":{\"id\":\"8199\"},\"title\":\"Rabat - sal\\u00e9 - zemmour - zaer\"},\"id\":\"8200\",\"type\":\"Panel\"},{\"attributes\":{},\"id\":\"7651\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8082\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"7652\",\"type\":\"AllLabels\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"PsyReYvW3D+4YhGMZIjaP0Yj1ZEt5dk/IcQxOn4a2T9k5sI8Jw3VP23VIQXq0dI/4l7ZHE390T/vlaGV2PHTP+EvZwCq79Q/8OGkJq7G1z8EP8SRbyfYP6nPRCcxntg/rt/ivZtI2T9A3oYfg6ncP03rkgs9HN0/xT6lcNfR4D+0mbGhECvhPyHHGEgSouA/XkwHYiYB4T8lnPj/Z8nhP1wedxoNxOE/zyWrXuMp4j/V6ekw0bTgPw7My9ztOt8/iDQDryHY3T+2K1Rf2WvdP+m9PJHYr9w/k0JJX2NC2z8CGKLolFrZP8rfOVKW5dY/bYuGNWEx1z8Wqby7RBzYPy6YBzZE+tg/yeC8EFj92D9whRaeFO7YP7f93NfOKNk/WhM2D9ub2z/w81FeYZbcPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"8116\"},\"selection_policy\":{\"id\":\"8115\"}},\"id\":\"8079\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"8221\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"8218\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"8219\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"children\":[{\"id\":\"8727\"},{\"id\":\"8201\"},{\"id\":\"8760\"}]},\"id\":\"8793\",\"type\":\"Column\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8081\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"8138\",\"type\":\"DataRange1d\"},{\"attributes\":{\"source\":{\"id\":\"7435\"}},\"id\":\"7440\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"8115\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"7653\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"8116\",\"type\":\"Selection\"},{\"attributes\":{\"axis\":{\"id\":\"3160\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"3163\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"7654\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"7435\"},\"glyph\":{\"id\":\"7436\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"7438\"},\"nonselection_glyph\":{\"id\":\"7437\"},\"view\":{\"id\":\"7440\"}},\"id\":\"7439\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"3082\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7436\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"3025\"}},\"id\":\"3030\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7438\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"3164\",\"type\":\"PanTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"khsTbk6E3T8SCRc7B13gP//8gl+6H+I/NMSl7aGE4T/AqWWb8UjiP5ejs5Xx7uE/uddNip424T+XjdJdMxjhP66CgEfgHuE/toRL2haG4D+gikOI4k3gP8G+OWYClOE/SAZ4EacK4D9IwDvwsLrgPwh3096KLOE/AJT1YYZW4T8q+FtPzWjgP0XTjB4rvuA//WGyyoUO3T8wNpLM2p3dP9iW/ma1Dt8/6of4kiGW3j+SGOjlfcveP+YS1rCQgd8/TM6lfgLS3D/BYB0TISvgP4owY58tBOE/Cbfz5APb3D/Q+uRfwB3bP53FPizmRdo/dCZuinhi2j9zs3K+xMfaPyWZpC8aGNo//NtC+Ffw1z9q2M1Q29DXP13qt6iQpNY/zkBVHMKK1z/UiXAfiFrZPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"7470\"},\"selection_policy\":{\"id\":\"7469\"}},\"id\":\"7435\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"3025\"},\"glyph\":{\"id\":\"3026\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"3028\"},\"nonselection_glyph\":{\"id\":\"3027\"},\"view\":{\"id\":\"3030\"}},\"id\":\"3029\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"3161\",\"type\":\"BasicTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7437\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3026\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"7489\"}]},\"id\":\"7536\",\"type\":\"LegendItem\"},{\"attributes\":{\"child\":{\"id\":\"3145\"},\"title\":\"Doukkala - abda\"},\"id\":\"3146\",\"type\":\"Panel\"},{\"attributes\":{},\"id\":\"7469\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3028\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"7470\",\"type\":\"Selection\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"7657\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"Qi0aYXXw1D88nQAHEvrYP2R5GzvxTdU/2KrVhyfc1D/YtqnY+bTWP5A+gAkfHNc/joKxdobh1j+OG/OacRjaP+xryrPeoto/HENB1KRQ4D/SDxqt6PbiPz0AxYB1a+Q/AvWEVFx/4j+WpRifUy/kP4jrv/0UcOM/qmLc6hqw4z+Wl2mTyY3hPy4Z8awZ7OE/kky/CjUu4T9wT9BmFLThPylm51sreuE/pBWSbKLa4D8Ov0l1vLjeP7LjkVkzn+A/ohjGOQpe3j/+xP+F5xfbPzy/3c0oDNo/JkOC9E0F2D/eckYTOB7XP4piu+gEI9s/GNLUqx9k2j9CvMbn783aPyzzLMGey+A/2vbCgiuB4T/ItnpnwH3hP/RXPC2yneM/KOp/vS8B5D9cKeImZarjPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"3062\"},\"selection_policy\":{\"id\":\"3061\"}},\"id\":\"3025\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"7656\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"8171\",\"type\":\"DataRange1d\"},{\"attributes\":{\"overlay\":{\"id\":\"3170\"}},\"id\":\"3166\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"8140\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"3165\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"7663\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"7661\",\"type\":\"DaysTicker\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"8131\",\"type\":\"Title\"},{\"attributes\":{\"source\":{\"id\":\"3179\"}},\"id\":\"3184\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"7667\",\"type\":\"YearsTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3027\",\"type\":\"Line\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"7658\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"3084\",\"type\":\"DataRange1d\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"7659\",\"type\":\"DaysTicker\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10864\"},\"group\":null,\"major_label_policy\":{\"id\":\"10865\"},\"ticker\":{\"id\":\"8149\"}},\"id\":\"8148\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"3061\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"7660\",\"type\":\"DaysTicker\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"7662\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"8169\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"3062\",\"type\":\"Selection\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"7666\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"7664\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10867\"},\"group\":null,\"major_label_policy\":{\"id\":\"10868\"},\"ticker\":{\"id\":\"8145\"}},\"id\":\"8144\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"8157\",\"type\":\"HelpTool\"},{\"attributes\":{\"below\":[{\"id\":\"8144\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"8147\"},{\"id\":\"8151\"}],\"height\":40,\"left\":[{\"id\":\"8148\"}],\"outline_line_width\":0,\"title\":{\"id\":\"8134\"},\"toolbar\":{\"id\":\"8159\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"8136\"},\"x_scale\":{\"id\":\"8140\"},\"y_range\":{\"id\":\"8138\"},\"y_scale\":{\"id\":\"8142\"}},\"id\":\"8133\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"7665\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"8134\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"8145\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"8142\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis\":{\"id\":\"8144\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"8147\",\"type\":\"Grid\"},{\"attributes\":{\"axis\":{\"id\":\"8148\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"8151\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"8149\",\"type\":\"BasicTicker\"},{\"attributes\":{\"below\":[{\"id\":\"8177\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"8180\"},{\"id\":\"8184\"}],\"height\":40,\"left\":[{\"id\":\"8181\"}],\"outline_line_width\":0,\"title\":{\"id\":\"8167\"},\"toolbar\":{\"id\":\"8192\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"8169\"},\"x_scale\":{\"id\":\"8173\"},\"y_range\":{\"id\":\"8171\"},\"y_scale\":{\"id\":\"8175\"}},\"id\":\"8166\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"7542\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"8153\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"8152\",\"type\":\"PanTool\"},{\"attributes\":{\"overlay\":{\"id\":\"8158\"}},\"id\":\"8154\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"8155\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"8156\",\"type\":\"ResetTool\"},{\"attributes\":{\"source\":{\"id\":\"7485\"}},\"id\":\"7490\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"7621\",\"type\":\"BasicTicker\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"8158\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"3117\",\"type\":\"DataRange1d\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"7485\"},\"glyph\":{\"id\":\"7486\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"7488\"},\"nonselection_glyph\":{\"id\":\"7487\"},\"view\":{\"id\":\"7490\"}},\"id\":\"7489\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10879\"},\"group\":null,\"major_label_policy\":{\"id\":\"10880\"},\"ticker\":{\"id\":\"8178\"}},\"id\":\"8177\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"3086\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"8173\",\"type\":\"LinearScale\"},{\"attributes\":{\"overlay\":{\"id\":\"7630\"}},\"id\":\"7626\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"axis\":{\"id\":\"8177\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"8180\",\"type\":\"Grid\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"3077\",\"type\":\"Title\"},{\"attributes\":{\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7486\",\"type\":\"Line\"},{\"attributes\":{\"child\":{\"id\":\"7605\"},\"title\":\"Oriental\"},\"id\":\"7606\",\"type\":\"Panel\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10702\"},\"group\":null,\"major_label_policy\":{\"id\":\"10703\"},\"ticker\":{\"id\":\"3095\"}},\"id\":\"3094\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7488\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"3115\",\"type\":\"DataRange1d\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"DLrKtWw42j/gnCEznonaP54mLKv3+No/gMK0DXCC1D/8cnYx/4/SP/bNciUtbtE/fmLdGzjj0D9EtQsrrQ/UPzGAI+978tQ/YEUDRMxj1j+S+/HPxeHbP6i605Cjv90/qjrXYb6Z3z9WAYtFAl/hP95eOqON0eE/NiaLEMrO4D+n9G9e7OLhPyTg95XLQd8/aHmKi+rC2z9ildMPe1zXP4AmHHHBSNY/fC7rPFvi0j8oiKT6fJTVPzMBmvhAsNE/hb4fD21L0z+qCpMM4YbVP3j953rCTtU/7BQ+oLjG1T8pNMGQOjjVP1gu1scMjdM/kKQPSBiX0j9GdQus2ujQP36QlBkLhs4/4/rU1R/Z0T9wcEHk0WHNP2jOZwz3gMw/iEHlxo6Uxz9S1ZrvRyHIPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"7522\"},\"selection_policy\":{\"id\":\"7521\"}},\"id\":\"7485\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"7627\",\"type\":\"SaveTool\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10705\"},\"group\":null,\"major_label_policy\":{\"id\":\"10706\"},\"ticker\":{\"id\":\"3091\"}},\"id\":\"3090\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"3103\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"7624\",\"type\":\"PanTool\"},{\"attributes\":{\"below\":[{\"id\":\"3090\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"3093\"},{\"id\":\"3097\"}],\"height\":40,\"left\":[{\"id\":\"3094\"}],\"outline_line_width\":0,\"title\":{\"id\":\"3080\"},\"toolbar\":{\"id\":\"3105\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"3082\"},\"x_scale\":{\"id\":\"3086\"},\"y_range\":{\"id\":\"3084\"},\"y_scale\":{\"id\":\"3088\"}},\"id\":\"3079\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"axis\":{\"id\":\"8181\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"8184\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"7625\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"children\":[{\"id\":\"8133\"},{\"id\":\"7607\"},{\"id\":\"8166\"}]},\"id\":\"8199\",\"type\":\"Column\"},{\"attributes\":{},\"id\":\"8182\",\"type\":\"BasicTicker\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"3080\",\"type\":\"Title\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7487\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"7544\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"3091\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"3088\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"7521\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"axis\":{\"id\":\"3090\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"3093\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"8186\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"8185\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"7522\",\"type\":\"Selection\"},{\"attributes\":{\"axis\":{\"id\":\"3094\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"3097\",\"type\":\"Grid\"},{\"attributes\":{\"overlay\":{\"id\":\"8191\"}},\"id\":\"8187\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"3095\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"8188\",\"type\":\"SaveTool\"},{\"attributes\":{\"below\":[{\"id\":\"3123\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"3126\"},{\"id\":\"3130\"}],\"height\":40,\"left\":[{\"id\":\"3127\"}],\"outline_line_width\":0,\"title\":{\"id\":\"3113\"},\"toolbar\":{\"id\":\"3138\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"3115\"},\"x_scale\":{\"id\":\"3119\"},\"y_range\":{\"id\":\"3117\"},\"y_scale\":{\"id\":\"3121\"}},\"id\":\"3112\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"8189\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"3099\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"3098\",\"type\":\"PanTool\"},{\"attributes\":{\"overlay\":{\"id\":\"3104\"}},\"id\":\"3100\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"3101\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"3102\",\"type\":\"ResetTool\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"8191\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"8222\",\"type\":\"ResetTool\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"8839\"},\"group\":null,\"major_label_policy\":{\"id\":\"8840\"},\"ticker\":{\"id\":\"8805\"}},\"id\":\"8804\",\"type\":\"DatetimeAxis\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"3104\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10717\"},\"group\":null,\"major_label_policy\":{\"id\":\"10718\"},\"ticker\":{\"id\":\"3124\"}},\"id\":\"3123\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"3119\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis\":{\"id\":\"3123\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"3126\",\"type\":\"Grid\"},{\"attributes\":{\"axis\":{\"id\":\"8214\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"8217\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"8206\",\"type\":\"LinearScale\"},{\"attributes\":{\"below\":[{\"id\":\"8210\"}],\"center\":[{\"id\":\"8213\"},{\"id\":\"8217\"}],\"height\":400,\"left\":[{\"id\":\"8214\"}],\"renderers\":[{\"id\":\"8237\"},{\"id\":\"8267\"},{\"id\":\"8299\"},{\"id\":\"8333\"},{\"id\":\"8369\"},{\"id\":\"8407\"},{\"id\":\"8447\"},{\"id\":\"8489\"},{\"id\":\"8533\"},{\"id\":\"8579\"},{\"id\":\"8627\"},{\"id\":\"8677\"}],\"right\":[{\"id\":\"8232\"}],\"title\":{\"id\":\"8725\"},\"toolbar\":{\"id\":\"8225\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"8202\"},\"x_scale\":{\"id\":\"8206\"},\"y_range\":{\"id\":\"8204\"},\"y_scale\":{\"id\":\"8208\"}},\"id\":\"8201\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"8224\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"8836\"},\"group\":null,\"major_label_policy\":{\"id\":\"8837\"},\"ticker\":{\"id\":\"8809\"}},\"id\":\"8808\",\"type\":\"LinearAxis\"},{\"attributes\":{\"source\":{\"id\":\"7669\"}},\"id\":\"7674\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"7673\"}]},\"id\":\"7700\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"8809\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"7577\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"3132\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"8237\"}]},\"id\":\"8262\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"7546\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"7669\"},\"glyph\":{\"id\":\"7670\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"7672\"},\"nonselection_glyph\":{\"id\":\"7671\"},\"view\":{\"id\":\"7674\"}},\"id\":\"7673\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"3131\",\"type\":\"PanTool\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"7537\",\"type\":\"Title\"},{\"attributes\":{\"overlay\":{\"id\":\"3137\"}},\"id\":\"3133\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"7686\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"3134\",\"type\":\"SaveTool\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10846\"},\"group\":null,\"major_label_policy\":{\"id\":\"10847\"},\"ticker\":{\"id\":\"7555\"}},\"id\":\"7554\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"3135\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7670\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"7575\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7672\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10849\"},\"group\":null,\"major_label_policy\":{\"id\":\"10850\"},\"ticker\":{\"id\":\"7551\"}},\"id\":\"7550\",\"type\":\"LinearAxis\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"6UkLFDJt4z/YCeEbyPbiP71J6VZYs+I/Ioo9CpOg4T/uu2/TyoveP6XbOErXLds//bBD72ax2z/FSHZdzGPbPynFzTiV6ds/Gil42jaq3T/S7F1BPLrdP8orGAW7A98/KkkrVENG3z+ONa5QyG/cP8o9Fq6NzNw/1XD7Qn3a3T8aYZNGnpTdPxF4kBENnd4//ohPdsRV3T+LZVQnod7dP2VmzPV/5d0/seJqX+L63D97rQ1Km3DcP+KmqjIgpd0/w6IuJtoe3T9VCvUg+STdP563dC1zS9w/0m4Q/HOy3D/KycxMHI7dPxVi9Bmh49w/sg81UDsp2z/e+bxXKODbP8m5E+NbvN0/WWkHckvx3j+bvqi97ejfPzvDE9cdhN8/gLKUovRV3T8LrNQRMMTbPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"8248\"},\"selection_policy\":{\"id\":\"8247\"}},\"id\":\"8233\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"7563\",\"type\":\"HelpTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"sEoN8ox04z+dZYUleu3jP4hY2Rp+8+I/e2qj9/Rj4j8zGvOoL5/gPzV+HAkZg+A/5btuvpBF4D891KLb93rgP0rJLO+k2+A/lrAtbofj3z/BGRQ/evffP05PGitZEuA/3aobZBAI3j/poEzeguPdPxhcSEh5Jdw/XvVdfNnz3D+ARMKiv9HdPy0fY34Fft0/QH8+AjSx3T/LFukUL9HdP9WBs972S98/g4IU4A5N4D8d/9X8hQ7gPwJiqLwJHd8/tW2nDmD93j9+Mx2UMHHeP5yKu/JMdd4/Esc4WLgC3T//C5GZuWDdP7xS6c7neNs/HQVsSEbr2z+K/ikqhP7bP4d8+ViiPNw/EGHFwcGC2z/GItFKm6fcP4hzJKrGvNw/pNRuJ5+43D+LlwpjqendPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"7686\"},\"selection_policy\":{\"id\":\"7685\"}},\"id\":\"7669\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"3137\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"below\":[{\"id\":\"7550\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"7553\"},{\"id\":\"7557\"}],\"height\":40,\"left\":[{\"id\":\"7554\"}],\"outline_line_width\":0,\"title\":{\"id\":\"7540\"},\"toolbar\":{\"id\":\"7565\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"7542\"},\"x_scale\":{\"id\":\"7546\"},\"y_range\":{\"id\":\"7544\"},\"y_scale\":{\"id\":\"7548\"}},\"id\":\"7539\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"8167\",\"type\":\"Title\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"7540\",\"type\":\"Title\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"8233\"},\"glyph\":{\"id\":\"8234\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"8236\"},\"nonselection_glyph\":{\"id\":\"8235\"},\"view\":{\"id\":\"8238\"}},\"id\":\"8237\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"7551\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"7548\",\"type\":\"LinearScale\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"8844\"},{\"id\":\"8845\"},{\"id\":\"8846\"},{\"id\":\"8847\"},{\"id\":\"8848\"},{\"id\":\"8849\"},{\"id\":\"8850\"},{\"id\":\"8851\"},{\"id\":\"8852\"},{\"id\":\"8853\"},{\"id\":\"8854\"},{\"id\":\"8855\"}]},\"id\":\"8805\",\"type\":\"DatetimeTicker\"},{\"attributes\":{\"axis\":{\"id\":\"7550\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"7553\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7671\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"7705\"}]},\"id\":\"7734\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"3179\"},\"glyph\":{\"id\":\"3180\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"3182\"},\"nonselection_glyph\":{\"id\":\"3181\"},\"view\":{\"id\":\"3184\"}},\"id\":\"3183\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"axis\":{\"id\":\"7554\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"7557\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"7555\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"7685\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"below\":[{\"id\":\"7583\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"7586\"},{\"id\":\"7590\"}],\"height\":40,\"left\":[{\"id\":\"7587\"}],\"outline_line_width\":0,\"title\":{\"id\":\"7573\"},\"toolbar\":{\"id\":\"7598\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"7575\"},\"x_scale\":{\"id\":\"7579\"},\"y_range\":{\"id\":\"7577\"},\"y_scale\":{\"id\":\"7581\"}},\"id\":\"7572\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"9392\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"7559\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"7558\",\"type\":\"PanTool\"},{\"attributes\":{\"overlay\":{\"id\":\"7564\"}},\"id\":\"7560\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"7561\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"7562\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3180\",\"type\":\"Line\"},{\"attributes\":{\"tools\":[{\"id\":\"3164\"},{\"id\":\"3165\"},{\"id\":\"3166\"},{\"id\":\"3167\"},{\"id\":\"3168\"},{\"id\":\"3169\"}]},\"id\":\"3171\",\"type\":\"Toolbar\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"7564\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10861\"},\"group\":null,\"major_label_policy\":{\"id\":\"10862\"},\"ticker\":{\"id\":\"7584\"}},\"id\":\"7583\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"7579\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis\":{\"id\":\"7583\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"7586\",\"type\":\"Grid\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"3790\"},{\"id\":\"3791\"},{\"id\":\"3792\"},{\"id\":\"3793\"},{\"id\":\"3794\"},{\"id\":\"3795\"},{\"id\":\"3796\"},{\"id\":\"3797\"},{\"id\":\"3798\"},{\"id\":\"3799\"},{\"id\":\"3800\"},{\"id\":\"3801\"}]},\"id\":\"3751\",\"type\":\"DatetimeTicker\"},{\"attributes\":{},\"id\":\"3167\",\"type\":\"SaveTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8236\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8235\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10876\"},\"group\":null,\"major_label_policy\":{\"id\":\"10877\"},\"ticker\":{\"id\":\"8182\"}},\"id\":\"8181\",\"type\":\"LinearAxis\"},{\"attributes\":{\"axis\":{\"id\":\"7587\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"7590\",\"type\":\"Grid\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"3113\",\"type\":\"Title\"},{\"attributes\":{\"tools\":[{\"id\":\"8152\"},{\"id\":\"8153\"},{\"id\":\"8154\"},{\"id\":\"8155\"},{\"id\":\"8156\"},{\"id\":\"8157\"}]},\"id\":\"8159\",\"type\":\"Toolbar\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"7701\"},\"glyph\":{\"id\":\"7702\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"7704\"},\"nonselection_glyph\":{\"id\":\"7703\"},\"view\":{\"id\":\"7706\"}},\"id\":\"7705\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"7588\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"7592\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"8190\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"7591\",\"type\":\"PanTool\"},{\"attributes\":{\"source\":{\"id\":\"7701\"}},\"id\":\"7706\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"3128\",\"type\":\"BasicTicker\"},{\"attributes\":{\"overlay\":{\"id\":\"7597\"}},\"id\":\"7593\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"axis\":{\"id\":\"3127\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"3130\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"7594\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"8178\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"8175\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"7595\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7702\",\"type\":\"Line\"},{\"attributes\":{\"axis\":{\"id\":\"3750\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"3753\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"7720\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"8233\"}},\"id\":\"8238\",\"type\":\"CDSView\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"7597\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1991\"},\"glyph\":{\"id\":\"1992\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1994\"},\"nonselection_glyph\":{\"id\":\"1993\"},\"view\":{\"id\":\"1996\"}},\"id\":\"1995\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7704\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"7628\",\"type\":\"ResetTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"666YacSD3D+gRJjw39PbP6gV+hYcG9o/iwSWBYv62T8FmdnuaxDaP9gtTE42jtk/CYgIrwgX2D9L6JqHLVXZPys2aYxVhtk/5srR6nyT2j9jIQob/+PZPyJs3nuHhNo/w6Kkq0QS3D85LdM0cabbP8pOCCyCxdo/nprOnhcq3D+k3rGqMiHdP06JBIi/a90/DpytQvFO2z9RjluDANvYPyb59Vu+ndg/zZLT/AWI2T/+BokvQlHYP2aHgEyHYtk/jgBP33Ud2T/qHbiqLMDYP6q5Ip1g+9k/0wi8HS772j9nDn9R69XcP4RPK6Y7yds/+0faEtuv2j/c17xH/3jbP+oYqGPx2tw/5DzoLCrN2z/KsAHGCBXcPzwKPEyPhNo/yKU7gxzT3D+tmWp1jBTdPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"7720\"},\"selection_policy\":{\"id\":\"7719\"}},\"id\":\"7701\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"3168\",\"type\":\"ResetTool\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"7630\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"8243\",\"type\":\"AllLabels\"},{\"attributes\":{\"axis\":{\"id\":\"7620\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"7623\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7703\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"7739\"}]},\"id\":\"7770\",\"type\":\"LegendItem\"},{\"attributes\":{\"below\":[{\"id\":\"3750\"}],\"center\":[{\"id\":\"3753\"},{\"id\":\"3757\"}],\"height\":400,\"left\":[{\"id\":\"3754\"}],\"renderers\":[{\"id\":\"3777\"},{\"id\":\"3807\"},{\"id\":\"3839\"},{\"id\":\"3873\"},{\"id\":\"3909\"},{\"id\":\"3947\"},{\"id\":\"3987\"},{\"id\":\"4029\"},{\"id\":\"4073\"},{\"id\":\"4119\"},{\"id\":\"4167\"},{\"id\":\"4217\"}],\"right\":[{\"id\":\"3772\"}],\"title\":{\"id\":\"4265\"},\"toolbar\":{\"id\":\"3765\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"3742\"},\"x_scale\":{\"id\":\"3746\"},\"y_range\":{\"id\":\"3744\"},\"y_scale\":{\"id\":\"3748\"}},\"id\":\"3741\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"7719\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"8223\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"8802\",\"type\":\"LinearScale\"},{\"attributes\":{\"tools\":[{\"id\":\"7591\"},{\"id\":\"7592\"},{\"id\":\"7593\"},{\"id\":\"7594\"},{\"id\":\"7595\"},{\"id\":\"7596\"}]},\"id\":\"7598\",\"type\":\"Toolbar\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10714\"},\"group\":null,\"major_label_policy\":{\"id\":\"10715\"},\"ticker\":{\"id\":\"3128\"}},\"id\":\"3127\",\"type\":\"LinearAxis\"},{\"attributes\":{\"tools\":[{\"id\":\"3098\"},{\"id\":\"3099\"},{\"id\":\"3100\"},{\"id\":\"3101\"},{\"id\":\"3102\"},{\"id\":\"3103\"}]},\"id\":\"3105\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"3136\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"8242\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"3124\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"3121\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"8242\"},\"group\":null,\"major_label_policy\":{\"id\":\"8243\"},\"ticker\":{\"id\":\"8215\"}},\"id\":\"8214\",\"type\":\"LinearAxis\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"7573\",\"type\":\"Title\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3182\",\"type\":\"Line\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"8250\"},{\"id\":\"8251\"},{\"id\":\"8252\"},{\"id\":\"8253\"},{\"id\":\"8254\"},{\"id\":\"8255\"},{\"id\":\"8256\"},{\"id\":\"8257\"},{\"id\":\"8258\"},{\"id\":\"8259\"},{\"id\":\"8260\"},{\"id\":\"8261\"}]},\"id\":\"8211\",\"type\":\"DatetimeTicker\"},{\"attributes\":{\"children\":[{\"id\":\"3673\"},{\"id\":\"3147\"},{\"id\":\"3706\"}]},\"id\":\"3739\",\"type\":\"Column\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"7735\"},\"glyph\":{\"id\":\"7736\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"7738\"},\"nonselection_glyph\":{\"id\":\"7737\"},\"view\":{\"id\":\"7740\"}},\"id\":\"7739\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"7629\",\"type\":\"HelpTool\"},{\"attributes\":{\"tools\":[{\"id\":\"8185\"},{\"id\":\"8186\"},{\"id\":\"8187\"},{\"id\":\"8188\"},{\"id\":\"8189\"},{\"id\":\"8190\"}]},\"id\":\"8192\",\"type\":\"Toolbar\"},{\"attributes\":{\"source\":{\"id\":\"7735\"}},\"id\":\"7740\",\"type\":\"CDSView\"},{\"attributes\":{\"axis\":{\"id\":\"8808\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"8811\",\"type\":\"Grid\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"RfrcI/BG4z/LW56Hol7jP65qLyE11OM/EG9Ps6VY4j8SV08RFHPfP5xN64xtx94/yxAfHRk+3T+9X8zgxBbdPxAwg8F6Nt8/t53/13kc4D+4r3dksQrgP7oPLBvr0+A/0Zi1KFtp4T9kOelNFRLiPwjj0zOs3uI/ZKKoL+Jg4z/c92avTMLjPwCzLrgDsuM/isepQu8D4z8Yuxe0YbDiP3QJGpNv1eI/U6LQ3uN54j8X+MTCUG3iP29gYjUzCOI/g/3ifut64z864WKL3kbjP9ao710nzOM/ZMAkmEXj4j+u3/wMAWziP6Zyl4KGiOA/1v79r4UG4D8/G6MqUMbcP8rZI+8nEt0/YtGOdx5o3D8Q1VSG9svbP0rGwLc3hdw/XuaXnYno2z/gOqWfnCHcPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"3194\"},\"selection_policy\":{\"id\":\"3193\"}},\"id\":\"3179\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7736\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"7756\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7738\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"x+u4w7PX5T/Ce2cDlCfmPw4wcA5k7uU/zhR2p6rf5D9z9F5bW9XiP83EgVKzJuI/YvS92pwL4T9oOlhYpwvhP2QPCFvGiuE/1zqDJsMp4T93yZTdCTziPyae7tHIpeI/YIB6no6y4T9SqHMZXD3iP3rqJcQOCOM/0N+nrexS5D/rPiGa0SvkP48OK9ZDWeM/i10cprVw4j+SrzzEJ+biP+GftZy2kuI/jFlPcWek4j9ht8APmaHhP0MIORbHMOM/tVGt08xV5D8+e8yFSv/lP0NuZTGADeU/WC8y7M0d5T+8mqPlOgHlP6JfzVa/QuQ/Ae7T/Zyp4z9u9/ys4rbiPykwWO+4LOI/tkUvtFw+4z98X6WsYu3jP0eqAX0Cu+Q/NPBJHXPy5D8umOGmM+HkPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"7756\"},\"selection_policy\":{\"id\":\"7755\"}},\"id\":\"7735\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10858\"},\"group\":null,\"major_label_policy\":{\"id\":\"10859\"},\"ticker\":{\"id\":\"7588\"}},\"id\":\"7587\",\"type\":\"LinearAxis\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"3170\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"tools\":[{\"id\":\"7558\"},{\"id\":\"7559\"},{\"id\":\"7560\"},{\"id\":\"7561\"},{\"id\":\"7562\"},{\"id\":\"7563\"}]},\"id\":\"7565\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3181\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7737\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"3183\"}]},\"id\":\"3208\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7772\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"7755\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"7596\",\"type\":\"HelpTool\"},{\"attributes\":{\"tools\":[{\"id\":\"3131\"},{\"id\":\"3132\"},{\"id\":\"3133\"},{\"id\":\"3134\"},{\"id\":\"3135\"},{\"id\":\"3136\"}]},\"id\":\"3138\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"7584\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"7581\",\"type\":\"LinearScale\"},{\"attributes\":{\"tools\":[{\"id\":\"8218\"},{\"id\":\"8219\"},{\"id\":\"8220\"},{\"id\":\"8221\"},{\"id\":\"8222\"},{\"id\":\"8223\"}]},\"id\":\"8225\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"3169\",\"type\":\"HelpTool\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"3188\"},\"group\":null,\"major_label_policy\":{\"id\":\"3189\"},\"ticker\":{\"id\":\"3161\"}},\"id\":\"3160\",\"type\":\"LinearAxis\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"3802\"},{\"id\":\"3834\"},{\"id\":\"3868\"},{\"id\":\"3904\"},{\"id\":\"3942\"},{\"id\":\"3982\"},{\"id\":\"4024\"},{\"id\":\"4068\"},{\"id\":\"4114\"},{\"id\":\"4162\"},{\"id\":\"4212\"},{\"id\":\"4264\"}]},\"id\":\"3772\",\"type\":\"Legend\"},{\"attributes\":{\"tools\":[{\"id\":\"7624\"},{\"id\":\"7625\"},{\"id\":\"7626\"},{\"id\":\"7627\"},{\"id\":\"7628\"},{\"id\":\"7629\"}]},\"id\":\"7631\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"8234\",\"type\":\"Line\"},{\"attributes\":{\"axis\":{\"id\":\"8210\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"8213\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"8559\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"8245\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"8245\"},\"group\":null,\"major_label_policy\":{\"id\":\"8246\"},\"ticker\":{\"id\":\"8211\"}},\"id\":\"8210\",\"type\":\"DatetimeAxis\"},{\"attributes\":{},\"id\":\"8246\",\"type\":\"AllLabels\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"7648\"},\"group\":null,\"major_label_policy\":{\"id\":\"7649\"},\"ticker\":{\"id\":\"7621\"}},\"id\":\"7620\",\"type\":\"LinearAxis\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10840\"},\"group\":null,\"major_label_policy\":{\"id\":\"10841\"},\"ticker\":{\"id\":\"6994\"}},\"id\":\"6993\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"7002\",\"type\":\"HelpTool\"},{\"attributes\":{\"axis\":{\"id\":\"6989\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"6992\",\"type\":\"Grid\"},{\"attributes\":{\"axis\":{\"id\":\"6993\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"6996\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"6354\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"6994\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"5517\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"6358\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"9984\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"6998\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"6349\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"6997\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"5518\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"3676\",\"type\":\"DataRange1d\"},{\"attributes\":{\"overlay\":{\"id\":\"7003\"}},\"id\":\"6999\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"7000\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"3188\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10810\"},\"group\":null,\"major_label_policy\":{\"id\":\"10811\"},\"ticker\":{\"id\":\"6367\"}},\"id\":\"6366\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"7001\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"6387\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"6389\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"3189\",\"type\":\"AllLabels\"},{\"attributes\":{\"source\":{\"id\":\"3619\"}},\"id\":\"3624\",\"type\":\"CDSView\"},{\"attributes\":{\"axis\":{\"id\":\"3754\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"3757\",\"type\":\"Grid\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10813\"},\"group\":null,\"major_label_policy\":{\"id\":\"10814\"},\"ticker\":{\"id\":\"6363\"}},\"id\":\"6362\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"3758\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"6375\",\"type\":\"HelpTool\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"7003\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"6356\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"10864\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"6352\",\"type\":\"Title\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"3619\"},\"glyph\":{\"id\":\"3620\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"3622\"},\"nonselection_glyph\":{\"id\":\"3621\"},\"view\":{\"id\":\"3624\"}},\"id\":\"3623\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"3191\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{},\"id\":\"6363\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"6360\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"3755\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"10865\",\"type\":\"AllLabels\"},{\"attributes\":{\"axis\":{\"id\":\"6362\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"6365\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"3192\",\"type\":\"AllLabels\"},{\"attributes\":{\"child\":{\"id\":\"3739\"},\"title\":\"F\\u00e8s - boulemane\"},\"id\":\"3740\",\"type\":\"Panel\"},{\"attributes\":{\"axis\":{\"id\":\"6366\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"6369\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"10867\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"6367\",\"type\":\"BasicTicker\"},{\"attributes\":{\"below\":[{\"id\":\"6395\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"6398\"},{\"id\":\"6402\"}],\"height\":40,\"left\":[{\"id\":\"6399\"}],\"outline_line_width\":0,\"title\":{\"id\":\"6385\"},\"toolbar\":{\"id\":\"6410\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"6387\"},\"x_scale\":{\"id\":\"6391\"},\"y_range\":{\"id\":\"6389\"},\"y_scale\":{\"id\":\"6393\"}},\"id\":\"6384\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3622\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"iIJ3xqy91T+BAigVLCDaP6K1gF9gW90/b9O+PLyI3T/EH2pk1OLcPy+4AkvJHdw/CLJohN2H2T/u1O1gombaP7area+OENg/MAF8osuz1z96PCat0c7XPyvnib16U9g/eHrY+m582T/FbMO3WMjbP2c3bXop+9o/BAGMwRMZ2z/IRfzg7unZP8CPK5XRftw///0jXPlv2z8c+KzqDjvbP8UPxW5/odk/HikfT0GS2T+kPP/+mnLaP2D7nzzoaNg/lQPNw0KL1z93LxbyUiDYP/8IxFNu2NY/xoglMVy11j9sB1FpwbzWP9ZMJrETFtU/6mOdKv/B1z/PpLS5tbrWP6PPyHZrVtk/Ccb3O2l62j+Ktnbdy5jZP3q9NLN1d9o/n/L8XKQ82z9mqElyWfTaPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"3656\"},\"selection_policy\":{\"id\":\"3655\"}},\"id\":\"3619\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"10868\",\"type\":\"AllLabels\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"3623\"}]},\"id\":\"3670\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"6371\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"overlay\":{\"id\":\"3764\"}},\"id\":\"3760\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"6370\",\"type\":\"PanTool\"},{\"attributes\":{\"overlay\":{\"id\":\"6376\"}},\"id\":\"6372\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"3759\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"6373\",\"type\":\"SaveTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"9421\"},\"glyph\":{\"id\":\"9422\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"9424\"},\"nonselection_glyph\":{\"id\":\"9423\"},\"view\":{\"id\":\"9426\"}},\"id\":\"9425\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"6374\",\"type\":\"ResetTool\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"5520\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3621\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"9421\"}},\"id\":\"9426\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"3193\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"3678\",\"type\":\"DataRange1d\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"5521\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"3655\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"9412\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"3194\",\"type\":\"Selection\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"5527\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"6376\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"3656\",\"type\":\"Selection\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"5525\",\"type\":\"DaysTicker\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10825\"},\"group\":null,\"major_label_policy\":{\"id\":\"10826\"},\"ticker\":{\"id\":\"6396\"}},\"id\":\"6395\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"5531\",\"type\":\"YearsTicker\"},{\"attributes\":{},\"id\":\"6391\",\"type\":\"LinearScale\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"FYnpCMqL4T9W8773QpLgP7QXVUemGOA/lZvPh3S53T8cJ97ine7WP5PYu5AWi9Q/amCahQQ81T/Oqknzun3UP6zxCh+hJ9U/cdbJwuDb1j/ep2QypQnYP4Tkc7Guttk/uH3V3S/I2T8Ym6T1B8zYP8FEv1Vj0tk/3X2HHXhy3D8M1tNoRrDeP4xRmlN3nd4/sBzVZig63T+zqqOG0TbePylhmts1pd0/6K56bZlX3D9kp07RSZjbPz9Hk6fDu9w/QAIBzbx23T/qhy0fmDXeP/RIJPpg6d0/BmeE7w2B3z9u3Aepw+jeP9zqSOXjm9w/Lrhby+2t2T+GE2k4DI3YPzrCCyRnCNk/7+G99GfV2T+chAQV7H/aPw5xAm+JRt0/DFkUGaCt2z+yfM4ZUjPZPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"9436\"},\"selection_policy\":{\"id\":\"9435\"}},\"id\":\"9421\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"5522\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"3746\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis\":{\"id\":\"6395\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"6398\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7048\",\"type\":\"Line\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"5523\",\"type\":\"DaysTicker\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"5524\",\"type\":\"DaysTicker\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"5526\",\"type\":\"DaysTicker\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"5530\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"5528\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"9430\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"axis\":{\"id\":\"8804\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"8807\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"4352\",\"type\":\"PanTool\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"5529\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"7036\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"axis\":{\"id\":\"6399\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"6402\",\"type\":\"Grid\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"QHacKkcL4D9shCFP5vLcP6RNzRpH0d0/017QHuNf3T9B8cGcpfvdPzyC5WwkgN4/RH7+62Mw2z/RUnEXzCLbP34sAFvxj9o/Ap6TOopp2T/z57j8bX/ZP5o3R/iXMdo/yPWSFzlq1z+iQl7e9fzZP04JPwFdCNs/elJGDTSA3j/Y5VOmNOPgPxx84nYU/98/ULZsU6Qs3j9qdNIKdIXdP/q9IoNInd4/xi2O+7dc2z/KD4/uQ5nZPySAoKr6WNg/hLSgzRLO2D8O4HXmmvvZP2zJm8MiPts/8OJN93yl1z9vd26hw3nXP5BB7XJuxdc/2B5d0/VN1j+OOv/T5BfVP4rjbbJWKNU/RRwnF0yP1D92JjGiZzDUP4obRIJg/tM/ZOrgKXMf0j+R2ftJhWnRPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"7060\"},\"selection_policy\":{\"id\":\"7059\"}},\"id\":\"7045\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"4353\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"6400\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"5826\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"9431\",\"type\":\"AllLabels\"},{\"attributes\":{\"source\":{\"id\":\"3803\"}},\"id\":\"3808\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"7045\"},\"glyph\":{\"id\":\"7046\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"7048\"},\"nonselection_glyph\":{\"id\":\"7047\"},\"view\":{\"id\":\"7050\"}},\"id\":\"7049\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"3807\"}]},\"id\":\"3834\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"6404\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"6403\",\"type\":\"PanTool\"},{\"attributes\":{\"overlay\":{\"id\":\"6409\"}},\"id\":\"6405\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7047\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"3803\"},\"glyph\":{\"id\":\"3804\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"3806\"},\"nonselection_glyph\":{\"id\":\"3805\"},\"view\":{\"id\":\"3808\"}},\"id\":\"3807\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"6406\",\"type\":\"SaveTool\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"7049\"}]},\"id\":\"7074\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"6407\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"10876\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"9411\",\"type\":\"HelpTool\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"3196\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"3820\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1991\"}},\"id\":\"1996\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"10877\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"3711\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3804\",\"type\":\"Line\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"3197\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"3680\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"10879\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5675\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"7045\"}},\"id\":\"7050\",\"type\":\"CDSView\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"3203\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"3671\",\"type\":\"Title\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3806\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9424\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"10880\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9423\",\"type\":\"Line\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"3201\",\"type\":\"DaysTicker\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"hwQ6Vx2M4j8FrrfHf7nhPw0bcSKa/OA/vqa/qjbe4D+2Wn50vJ3gP8kWspc6QOA/aqUvPUay4D9LUSbd04fiP7RtP1aCTeI/N3CRok2D4z8EeVUZuwTlP2eELbWgluM/fNWF89cw4z/KLZT43mziPyhxkbuqXeA/cleJllur4T80S6GTYFvgP/GRjYb9HNs/Upvf/ouB2j8e/s9ToNXaP1CIqHVAtto/wKgH2vsN2z983HrEiXnbP3YhDj78FN4/ZrzMkwHm4T97Bj4+JY3jP/0qpT10LeM/UJU15ycK5D/XsOtCrP7jP7Ojx2RAKeQ/MH6oK3m04z+ueOkhnpPhP0BOF7elxOA/RqffThVg4T9WLFBavn3gP3JhfUVoXuA/WmGRCywe4D8QmdwI6ETePw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"3820\"},\"selection_policy\":{\"id\":\"3819\"}},\"id\":\"3803\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"9425\"}]},\"id\":\"9450\",\"type\":\"LegendItem\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"3198\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10720\"},\"group\":null,\"major_label_policy\":{\"id\":\"10721\"},\"ticker\":{\"id\":\"3689\"}},\"id\":\"3688\",\"type\":\"LinearAxis\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"3199\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"3207\",\"type\":\"YearsTicker\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"3200\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"3709\",\"type\":\"DataRange1d\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"3202\",\"type\":\"DaysTicker\"},{\"attributes\":{\"children\":[{\"id\":\"9915\"},{\"id\":\"9389\"},{\"id\":\"9948\"}]},\"id\":\"9981\",\"type\":\"Column\"},{\"attributes\":{},\"id\":\"7055\",\"type\":\"AllLabels\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"3206\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10723\"},\"group\":null,\"major_label_policy\":{\"id\":\"10724\"},\"ticker\":{\"id\":\"3685\"}},\"id\":\"3684\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"2037\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"3204\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"3697\",\"type\":\"HelpTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3805\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"6441\",\"type\":\"HelpTool\"},{\"attributes\":{\"below\":[{\"id\":\"3684\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"3687\"},{\"id\":\"3691\"}],\"height\":40,\"left\":[{\"id\":\"3688\"}],\"outline_line_width\":0,\"title\":{\"id\":\"3674\"},\"toolbar\":{\"id\":\"3699\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"3676\"},\"x_scale\":{\"id\":\"3680\"},\"y_range\":{\"id\":\"3678\"},\"y_scale\":{\"id\":\"3682\"}},\"id\":\"3673\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"3839\"}]},\"id\":\"3868\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2023\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"8529\"}},\"id\":\"8534\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"9410\",\"type\":\"ResetTool\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"3674\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"2038\",\"type\":\"Selection\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"3205\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"below\":[{\"id\":\"9992\"}],\"center\":[{\"id\":\"9995\"},{\"id\":\"9999\"}],\"height\":400,\"left\":[{\"id\":\"9996\"}],\"renderers\":[{\"id\":\"10019\"},{\"id\":\"10049\"},{\"id\":\"10081\"},{\"id\":\"10115\"},{\"id\":\"10151\"},{\"id\":\"10189\"},{\"id\":\"10229\"},{\"id\":\"10271\"},{\"id\":\"10315\"},{\"id\":\"10361\"},{\"id\":\"10409\"},{\"id\":\"10459\"}],\"right\":[{\"id\":\"10014\"}],\"title\":{\"id\":\"10507\"},\"toolbar\":{\"id\":\"10007\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"9984\"},\"x_scale\":{\"id\":\"9988\"},\"y_range\":{\"id\":\"9986\"},\"y_scale\":{\"id\":\"9990\"}},\"id\":\"9983\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"7612\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"3685\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"3682\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"3819\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"7062\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2021\"},\"glyph\":{\"id\":\"2022\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2024\"},\"nonselection_glyph\":{\"id\":\"2023\"},\"view\":{\"id\":\"2026\"}},\"id\":\"2025\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"axis\":{\"id\":\"3684\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"3687\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"7614\",\"type\":\"LinearScale\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"8nkWoQcU4T9JhaJbECLiP8PpJdiZQuI/gffir5/I4T/YNzW0kyvhP38FoIheO+A/G8bcqiDw4D+5Vhso4RnfP3GDapgkc+A/8xTbZBQD3z8EBeKSUJfgP9XDc+L2x+E/7aZmf/rW4D/0LECCMevdPzXLnDLceNw/cN8UJXmM2D8Nw4bd1EnbPwh9UynrM9c/psdOTo711D/sG7j7V/HXPycT4zRRX9o/Tc6BEgWh3j+bANqZCinhPyCBjWIkNd8/m9SYrE0P4T+Beiz85Y3gP8Cg70oCIN4/AaZvyLhW2z8FpWy82GbZP2uAAv6tjdU/jyPUnzQN1j/cQiXcM1jWP9/8JefVSdY/0aqqDzNX2D8QAlXCNr3ZP0009VKsVtk/BXr1YJ5G3D/4fv+lKxbdPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"2038\"},\"selection_policy\":{\"id\":\"2037\"}},\"id\":\"2021\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"axis\":{\"id\":\"3688\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"3691\",\"type\":\"Grid\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"6455\"}]},\"id\":\"6480\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"3689\",\"type\":\"BasicTicker\"},{\"attributes\":{\"below\":[{\"id\":\"3717\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"3720\"},{\"id\":\"3724\"}],\"height\":40,\"left\":[{\"id\":\"3721\"}],\"outline_line_width\":0,\"title\":{\"id\":\"3707\"},\"toolbar\":{\"id\":\"3732\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"3709\"},\"x_scale\":{\"id\":\"3713\"},\"y_range\":{\"id\":\"3711\"},\"y_scale\":{\"id\":\"3715\"}},\"id\":\"3706\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"9990\",\"type\":\"LinearScale\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"6442\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"3693\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"3692\",\"type\":\"PanTool\"},{\"attributes\":{\"axis\":{\"id\":\"7022\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"7025\",\"type\":\"Grid\"},{\"attributes\":{\"overlay\":{\"id\":\"3698\"}},\"id\":\"3694\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"3695\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"3696\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2022\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"7054\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"vYE7t1qi5T9qA3zl9b/lP3MHXzplo+Q/Xh97wspB5D8AHR0BG//hPwKww5LHzOA/SVV8N7ZW4D8OBvsyZQLhPzgHQuN/MeE/kgCT00F94T+b5T7r+s7gP/j00LuHcuE/ZKJneJlX4T/ZcUO7okLhPz+bzZmgcOE/kZycDOWV4j/a01xowMLjP7sCJvBfYeQ/jlzxN/2N4z/3H5U2SOjjP47zrWZ9OeQ/ZgR3d55o5D+KOuLVPabiP3PYymo8COM/Wg6w1JKA4z+SkFjllRLlP9bQ6LZuu+Q/IvFUZyGB5T8S6Q3OHjDlP4eK/xIYFuY/D2ZRe8Sd5T8eK7OBzVTmPyH4gnjks+U/dCum2OC75j9hK6SvAgrmP1YZuxyuouY/nqwoUNkL5j97plPHqCHlPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"6466\"},\"selection_policy\":{\"id\":\"6465\"}},\"id\":\"6451\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2024\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"6385\",\"type\":\"Title\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"8529\"},\"glyph\":{\"id\":\"8530\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"8532\"},\"nonselection_glyph\":{\"id\":\"8531\"},\"view\":{\"id\":\"8534\"}},\"id\":\"8533\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"3698\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2054\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"10882\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10735\"},\"group\":null,\"major_label_policy\":{\"id\":\"10736\"},\"ticker\":{\"id\":\"3718\"}},\"id\":\"3717\",\"type\":\"LinearAxis\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"6451\"},\"glyph\":{\"id\":\"6452\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"6454\"},\"nonselection_glyph\":{\"id\":\"6453\"},\"view\":{\"id\":\"6456\"}},\"id\":\"6455\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"3713\",\"type\":\"LinearScale\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"7062\"},{\"id\":\"7063\"},{\"id\":\"7064\"},{\"id\":\"7065\"},{\"id\":\"7066\"},{\"id\":\"7067\"},{\"id\":\"7068\"},{\"id\":\"7069\"},{\"id\":\"7070\"},{\"id\":\"7071\"},{\"id\":\"7072\"},{\"id\":\"7073\"}]},\"id\":\"7023\",\"type\":\"DatetimeTicker\"},{\"attributes\":{\"axis\":{\"id\":\"3717\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"3720\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"10883\",\"type\":\"AllLabels\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"7074\"},{\"id\":\"7106\"},{\"id\":\"7140\"},{\"id\":\"7176\"},{\"id\":\"7214\"},{\"id\":\"7254\"},{\"id\":\"7296\"},{\"id\":\"7340\"},{\"id\":\"7386\"},{\"id\":\"7434\"},{\"id\":\"7484\"},{\"id\":\"7536\"}]},\"id\":\"7044\",\"type\":\"Legend\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"2025\"}]},\"id\":\"2052\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"2597\"},\"group\":null,\"major_label_policy\":{\"id\":\"2598\"},\"ticker\":{\"id\":\"2563\"}},\"id\":\"2562\",\"type\":\"DatetimeAxis\"},{\"attributes\":{},\"id\":\"10885\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"2560\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"3835\"},\"glyph\":{\"id\":\"3836\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"3838\"},\"nonselection_glyph\":{\"id\":\"3837\"},\"view\":{\"id\":\"3840\"}},\"id\":\"3839\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"8202\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"2567\",\"type\":\"BasicTicker\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"5869\"},\"group\":null,\"major_label_policy\":{\"id\":\"5870\"},\"ticker\":{\"id\":\"5835\"}},\"id\":\"5834\",\"type\":\"DatetimeAxis\"},{\"attributes\":{},\"id\":\"10886\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"7016\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"3726\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"tools\":[{\"id\":\"6997\"},{\"id\":\"6998\"},{\"id\":\"6999\"},{\"id\":\"7000\"},{\"id\":\"7001\"},{\"id\":\"7002\"}]},\"id\":\"7004\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"3725\",\"type\":\"PanTool\"},{\"attributes\":{\"source\":{\"id\":\"3835\"}},\"id\":\"3840\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"5533\"}},\"id\":\"5538\",\"type\":\"CDSView\"},{\"attributes\":{\"overlay\":{\"id\":\"3731\"}},\"id\":\"3727\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"5537\"}]},\"id\":\"5564\",\"type\":\"LegendItem\"},{\"attributes\":{\"children\":[{\"id\":\"7539\"},{\"id\":\"7013\"},{\"id\":\"7572\"}]},\"id\":\"7605\",\"type\":\"Column\"},{\"attributes\":{},\"id\":\"3728\",\"type\":\"SaveTool\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3836\",\"type\":\"Line\"},{\"attributes\":{\"axis\":{\"id\":\"2566\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"2569\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"3729\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5676\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5533\"},\"glyph\":{\"id\":\"5534\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5536\"},\"nonselection_glyph\":{\"id\":\"5535\"},\"view\":{\"id\":\"5538\"}},\"id\":\"5537\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"tools\":[{\"id\":\"9406\"},{\"id\":\"9407\"},{\"id\":\"9408\"},{\"id\":\"9409\"},{\"id\":\"9410\"},{\"id\":\"9411\"}]},\"id\":\"9413\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"7608\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"5550\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"3854\",\"type\":\"Selection\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"3731\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5534\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9422\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3838\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1993\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"IstVkmXM4j+HiiaFkHriP8yVrNewSOI/hko331pp4T+BYD1Bd8TgP3W7d328K+A/52TRqxEY4D8UqXirMoTfP3z+eIEbV+A/1GM0f66U4T/wxRben/3iP4woQ/RScOI/1sb4kTcV5D/IfIWOqlDkP4maO4J70uI//GPMvkzp4j8YNcCb4VDjP4o+kG93w+I/6VisN97k4z9sb5uRrMviP+3WUaGQ8+I/1DzoxCez5D8ew6Qj5jXkP3ohcHgL7uM/DTOfdslz5D8jfNOX57XjP/joKlM25+Q/EfxRHagA5T/CvhZJlwTlP87Sc77sEuU/zjmmosjx4z/qdEDGhN7jP1jstICyJOQ/QFQgLmqG5D9icKg5DgzjP9SBCUo0ruE/6sZ1MO714T+JZ2GzMkrjPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"3854\"},\"selection_policy\":{\"id\":\"3853\"}},\"id\":\"3835\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5536\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1994\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6454\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"5550\"},\"selection_policy\":{\"id\":\"5549\"}},\"id\":\"5533\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6453\",\"type\":\"Line\"},{\"attributes\":{\"children\":[{\"id\":\"6945\"},{\"id\":\"6419\"},{\"id\":\"6978\"}]},\"id\":\"7011\",\"type\":\"Column\"},{\"attributes\":{},\"id\":\"9433\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"7063\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10822\"},\"group\":null,\"major_label_policy\":{\"id\":\"10823\"},\"ticker\":{\"id\":\"6400\"}},\"id\":\"6399\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3837\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"9434\",\"type\":\"AllLabels\"},{\"attributes\":{\"tools\":[{\"id\":\"6370\"},{\"id\":\"6371\"},{\"id\":\"6372\"},{\"id\":\"6373\"},{\"id\":\"6374\"},{\"id\":\"6375\"}]},\"id\":\"6377\",\"type\":\"Toolbar\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"3873\"}]},\"id\":\"3904\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5535\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"5569\"}]},\"id\":\"5598\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"3853\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"6408\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"5549\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"4336\",\"type\":\"DataRange1d\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"3785\"},\"group\":null,\"major_label_policy\":{\"id\":\"3786\"},\"ticker\":{\"id\":\"3751\"}},\"id\":\"3750\",\"type\":\"DatetimeAxis\"},{\"attributes\":{},\"id\":\"6396\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"3748\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"6393\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"3782\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"source\":{\"id\":\"3209\"}},\"id\":\"3214\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"10894\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"3213\"}]},\"id\":\"3240\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7216\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"9435\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"below\":[{\"id\":\"7616\"}],\"center\":[{\"id\":\"7619\"},{\"id\":\"7623\"}],\"height\":400,\"left\":[{\"id\":\"7620\"}],\"renderers\":[{\"id\":\"7643\"},{\"id\":\"7673\"},{\"id\":\"7705\"},{\"id\":\"7739\"},{\"id\":\"7775\"},{\"id\":\"7813\"},{\"id\":\"7853\"},{\"id\":\"7895\"},{\"id\":\"7939\"},{\"id\":\"7985\"},{\"id\":\"8033\"},{\"id\":\"8083\"}],\"right\":[{\"id\":\"7638\"}],\"title\":{\"id\":\"8131\"},\"toolbar\":{\"id\":\"7631\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"7608\"},\"x_scale\":{\"id\":\"7612\"},\"y_range\":{\"id\":\"7610\"},\"y_scale\":{\"id\":\"7614\"}},\"id\":\"7607\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"10895\",\"type\":\"AllLabels\"},{\"attributes\":{\"axis\":{\"id\":\"4348\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"4351\",\"type\":\"Grid\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7046\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"9436\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"3209\"},\"glyph\":{\"id\":\"3210\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"3212\"},\"nonselection_glyph\":{\"id\":\"3211\"},\"view\":{\"id\":\"3214\"}},\"id\":\"3213\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"4384\"},{\"id\":\"4385\"},{\"id\":\"4386\"},{\"id\":\"4387\"},{\"id\":\"4388\"},{\"id\":\"4389\"},{\"id\":\"4390\"},{\"id\":\"4391\"},{\"id\":\"4392\"},{\"id\":\"4393\"},{\"id\":\"4394\"},{\"id\":\"4395\"}]},\"id\":\"4345\",\"type\":\"DatetimeTicker\"},{\"attributes\":{\"source\":{\"id\":\"6451\"}},\"id\":\"6456\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"10897\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"3226\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"3761\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"10898\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3210\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"7057\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{},\"id\":\"6461\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3212\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"7058\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"6439\",\"type\":\"SaveTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"AFX6sDe32j8nOpykQvbZP+ScSNzYGdg/rl+IWMZN1T/43sNSAwvVP0azd6biw9Q/NJIhlk341T/NOwnm0JjYP0OLbpmQg9k/svOeJ0yU2T8grwqvGq/bP84IKBtkUNo/mmr/e4Ft3D8f3dKFQEbcP+MML/F+ydo/7I2pyfB73T86wSO80PXfP4KsZQMsq98/by3Ls0GC3z+kiBV3qILdPxTGC/Ik8t8/6LWLR67O3z+tGpCm2vbeP8/uOz16c9w/bWk5HyfT3T/y20M9zXvePyDlvdj3+t0/CiceFaqq3T9T4akzsCDeP2bKTIRyx9s/puvp6Wwp3D9OLHJLbtDaP3QoOJhLYto/av/VUXZs2z+T+02D11vbP+6Q+PDmJto/kLakap/W2j/HLJESQYbZPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"3226\"},\"selection_policy\":{\"id\":\"3225\"}},\"id\":\"3209\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"3707\",\"type\":\"Title\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"7215\"},\"glyph\":{\"id\":\"7216\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"7218\"},\"nonselection_glyph\":{\"id\":\"7217\"},\"view\":{\"id\":\"7220\"}},\"id\":\"7219\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"6468\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"2017\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"3869\"},\"glyph\":{\"id\":\"3870\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"3872\"},\"nonselection_glyph\":{\"id\":\"3871\"},\"view\":{\"id\":\"3874\"}},\"id\":\"3873\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"7057\"},\"group\":null,\"major_label_policy\":{\"id\":\"7058\"},\"ticker\":{\"id\":\"7023\"}},\"id\":\"7022\",\"type\":\"DatetimeAxis\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3211\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5565\"},\"glyph\":{\"id\":\"5566\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5568\"},\"nonselection_glyph\":{\"id\":\"5567\"},\"view\":{\"id\":\"5570\"}},\"id\":\"5569\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"3245\"}]},\"id\":\"3274\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"3722\",\"type\":\"BasicTicker\"},{\"attributes\":{\"axis\":{\"id\":\"3721\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"3724\",\"type\":\"Grid\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"9438\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"3225\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"7059\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"1995\"}]},\"id\":\"2020\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"3869\"}},\"id\":\"3874\",\"type\":\"CDSView\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"9439\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"source\":{\"id\":\"5565\"}},\"id\":\"5570\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"7060\",\"type\":\"Selection\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3870\",\"type\":\"Line\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"9445\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"4349\",\"type\":\"BasicTicker\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"9443\",\"type\":\"DaysTicker\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5566\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"9449\",\"type\":\"YearsTicker\"},{\"attributes\":{},\"id\":\"6460\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"9440\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"9441\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"6440\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"3890\",\"type\":\"Selection\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"9442\",\"type\":\"DaysTicker\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"9444\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"3762\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7217\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"5584\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3872\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"8560\",\"type\":\"Selection\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"9446\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"10900\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"9448\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"NgikD2iE4j+1SzuENnPiP051XwhJUOI/WGqV+Di15D/AOUKabbbhP+m47BFQHt8/KDirFlGJ3j/ulTjDYjjdP/5Chv7mlts/YOLc6+ol3D879BMiXI7aP4BtbDvEbN0/WOnsIPsc3j9t4DQurNDcP6rpBivXC90/DnMpuVgl3z8O0KjQnTXhPxHah7PHLOI/WDPezAIl4T//XSDoxyDiP6FDto5L1OI/HRl/ptTQ4j9PtaKZ9L3jP7nBMCFXHeQ/4kSq6aJ45D9Y0CL2vM7lP9QIOVh8SOU/xm44yP1N5T+nE3h08l7lP+pnV/4+VuM/VoiYbHhf4T93PVzzDgreP2MT7PE8Rd0/rsK4KZbk2j+CXOqLcP/bP26Jp/Ykgtk/iXZBmpaN2z80flvnVYzZPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"3890\"},\"selection_policy\":{\"id\":\"3889\"}},\"id\":\"3869\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5568\",\"type\":\"Line\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"9447\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"2000\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"5584\"},\"selection_policy\":{\"id\":\"5583\"}},\"id\":\"5565\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"10901\",\"type\":\"AllLabels\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"4379\"},\"group\":null,\"major_label_policy\":{\"id\":\"4380\"},\"ticker\":{\"id\":\"4345\"}},\"id\":\"4344\",\"type\":\"DatetimeAxis\"},{\"attributes\":{},\"id\":\"10903\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3871\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"3909\"}]},\"id\":\"3942\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5567\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"10904\",\"type\":\"AllLabels\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"5603\"}]},\"id\":\"5634\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"3889\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10732\"},\"group\":null,\"major_label_policy\":{\"id\":\"10733\"},\"ticker\":{\"id\":\"3722\"}},\"id\":\"3721\",\"type\":\"LinearAxis\"},{\"attributes\":{\"tools\":[{\"id\":\"6403\"},{\"id\":\"6404\"},{\"id\":\"6405\"},{\"id\":\"6406\"},{\"id\":\"6407\"},{\"id\":\"6408\"}]},\"id\":\"6410\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"2001\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"5583\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"tools\":[{\"id\":\"3692\"},{\"id\":\"3693\"},{\"id\":\"3694\"},{\"id\":\"3695\"},{\"id\":\"3696\"},{\"id\":\"3697\"}]},\"id\":\"3699\",\"type\":\"Toolbar\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"3241\"},\"glyph\":{\"id\":\"3242\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"3244\"},\"nonselection_glyph\":{\"id\":\"3243\"},\"view\":{\"id\":\"3246\"}},\"id\":\"3245\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"7069\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"7067\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"7073\",\"type\":\"YearsTicker\"},{\"attributes\":{},\"id\":\"3730\",\"type\":\"HelpTool\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"7064\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"7065\",\"type\":\"DaysTicker\"},{\"attributes\":{\"source\":{\"id\":\"3241\"}},\"id\":\"3246\",\"type\":\"CDSView\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"7066\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"3718\",\"type\":\"BasicTicker\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"7068\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"3715\",\"type\":\"LinearScale\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"7072\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3242\",\"type\":\"Line\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"7070\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7218\",\"type\":\"Line\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"7071\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"3260\",\"type\":\"Selection\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"6469\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"children\":[{\"id\":\"4267\"},{\"id\":\"3741\"},{\"id\":\"4300\"}]},\"id\":\"4333\",\"type\":\"Column\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3244\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"0Io2XLoE3D9IgijCruvaP0M4z+jAJdw/0fr6dZbj2j+z+qY70B/dP9gsXnu3gts/0HaYuLB03T9Nnw9HlADeP48f9RaxYd8/yFqslKyR3z/N8C50bbHePwykmGDBsN0/lLEYv2m/3j93SBXX/BHePz2Eh81UIt8/u7dI9Zgs3j9gmiu1LujbP8AvygME7Ns/ESoVsmrL2z+LHJVTwrzaPzFltQ39O9o/+yh22lM+2j9bELnSYHPaP1kQudJgc9o/r2/cJ77d2j+RyXf4f+jaP4hQ4tak2tw/wSZVcYEo3j+40BkQXCPdP6jziFg9290/GGi7KtUd4D/9J29MJtnfP2FwHI0B0t4//fvJR/Th3D95HfFQu2PbP1yRxu9xVNo/0AX+pPee2T8XHc9TjtTYPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"3260\"},\"selection_policy\":{\"id\":\"3259\"}},\"id\":\"3241\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"3905\"},\"glyph\":{\"id\":\"3906\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"3908\"},\"nonselection_glyph\":{\"id\":\"3907\"},\"view\":{\"id\":\"3910\"}},\"id\":\"3909\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3243\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5599\"},\"glyph\":{\"id\":\"5600\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5602\"},\"nonselection_glyph\":{\"id\":\"5601\"},\"view\":{\"id\":\"5604\"}},\"id\":\"5603\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"3279\"}]},\"id\":\"3310\",\"type\":\"LegendItem\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"3777\"}]},\"id\":\"3802\",\"type\":\"LegendItem\"},{\"attributes\":{\"tools\":[{\"id\":\"6436\"},{\"id\":\"6437\"},{\"id\":\"6438\"},{\"id\":\"6439\"},{\"id\":\"6440\"},{\"id\":\"6441\"}]},\"id\":\"6443\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3775\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"10912\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"source\":{\"id\":\"3905\"}},\"id\":\"3910\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"3259\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"5599\"}},\"id\":\"5604\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"10913\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3776\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3906\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6452\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"3773\"}},\"id\":\"3778\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"4376\"},\"group\":null,\"major_label_policy\":{\"id\":\"4377\"},\"ticker\":{\"id\":\"4349\"}},\"id\":\"4348\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5600\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"10915\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"3773\"},\"glyph\":{\"id\":\"3774\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"3776\"},\"nonselection_glyph\":{\"id\":\"3775\"},\"view\":{\"id\":\"3778\"}},\"id\":\"3777\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"2016\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"10916\",\"type\":\"AllLabels\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"2018\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"3928\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"6463\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"2014\",\"type\":\"DaysTicker\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"2012\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"5620\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"4932\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3908\",\"type\":\"Line\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"2011\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"6464\",\"type\":\"AllLabels\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"2010\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"Fto718JC4D/h1t0+iGLfP+UDAIguvd0/8NDIo6DG2j+MrG5wUCXZP/Pq8aQVHtg/SApQU9Df1T+P77vN6mPXP6STaWllb9Y/Q+6Lvse21D8mGCX62E7VP0dPDKe71tU/sClokBZr1T8iqqfHfsrVP/DT8M9gYdQ/iF12o99b1j/albDlMF7WP+jl2ySelNY/gos89St61j+8YK0IARTXP642+s/pGtc/zmNUa3kc1z/W6LcFLJrVP2IkOlML2tc/KnHcMcpQ2D/jpozYug3XP0bX2G0cEdc/LgjjJQme1j+/X85qHwzWP7wTa2APStg/SoGXAF3t2D+bqkQJwQzZP0FNZIzJTdk/kc976P2f2D8wUwOlfUbYP151hMZeLtk/fMJt/UPa1j8GrFoS97rUPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"3928\"},\"selection_policy\":{\"id\":\"3927\"}},\"id\":\"3905\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5602\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2019\",\"type\":\"YearsTicker\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"2013\",\"type\":\"DaysTicker\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"3764\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"v+JE/HYY4j/Gs7p734ngPyzWecWxx94/EsCmwm/u3z/mXW/bjRfaP7bovWrAd9c/qAJvV+2y1T/BndqjknHYP0axzRcxo9g/SUnpCqNe2z/r2hbanUjeP3Gwec6YtuA/WKcZihEV4j+/lv1cqdTjP1KO6t9OUuQ/oEAeu8Tj5j8O/JX2tqzoP9cjCBW+4eY/lrriTmIo5T/cueKgO8bjPx3hUKcVYeM/E0275Y1f4z86C2xS6SzjP2/MzoVB5OI/HOVFjL9c5T/Mmm+sxP7mPwQwrW1IDug/dIDfojwV5z/+cs+sE6zlPxJZyh8bqOQ/3s7bG+Rp5D88BpMxT+jiP15IT3m7k+E/kHanDjIE4T+ExUaYg9fgP74BLe1U0N8/thgrU1Tt3D9m4wK4m3zaPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"3788\"},\"selection_policy\":{\"id\":\"3787\"}},\"id\":\"3773\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"tlktDDbc1T+2WS0MNtzVP7ZZLQw23NU/tlktDDbc1T+2WS0MNtzVP/NLVRuly9s/80tVG6XL2z/zS1UbpcvbP/NLVRuly9s/80tVG6XL2z8Xnz4Vit3gPxefPhWK3eA/80tVG6XL2z/zS1UbpcvbP+//hxEA4OA/GakYiuHa4z9DUqkCw9XmPyZZFXsL3uM/J1kVewve4z9FUqkCw9XmP0NSqQLD1eY/TvjLfpXb4z8jTzsGtODgP+//hxEA4OA/7/+HEQDg4D/v/4cRAODgP6MN6BOR0Ns/ow3oE5HQ2z+jDegTkdDbP+//hxEA4OA/80tVG6XL2z9+06tkBePgP37Tq2QF4+A/AgGtOzjg4z8CAa07OODjPwIBrTs44OM/5AcZtIDo4D/lBxm0gOjgPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"5620\"},\"selection_policy\":{\"id\":\"5619\"}},\"id\":\"5599\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"2015\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"10032\"},{\"id\":\"10033\"},{\"id\":\"10034\"},{\"id\":\"10035\"},{\"id\":\"10036\"},{\"id\":\"10037\"},{\"id\":\"10038\"},{\"id\":\"10039\"},{\"id\":\"10040\"},{\"id\":\"10041\"},{\"id\":\"10042\"},{\"id\":\"10043\"}]},\"id\":\"9993\",\"type\":\"DatetimeTicker\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"2009\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3907\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"10027\"},\"group\":null,\"major_label_policy\":{\"id\":\"10028\"},\"ticker\":{\"id\":\"9993\"}},\"id\":\"9992\",\"type\":\"DatetimeAxis\"},{\"attributes\":{\"tools\":[{\"id\":\"3725\"},{\"id\":\"3726\"},{\"id\":\"3727\"},{\"id\":\"3728\"},{\"id\":\"3729\"},{\"id\":\"3730\"}]},\"id\":\"3732\",\"type\":\"Toolbar\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"2008\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"axis\":{\"id\":\"9992\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"9995\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5601\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"5639\"}]},\"id\":\"5672\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"9451\"}},\"id\":\"9456\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"3927\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"9455\"}]},\"id\":\"9482\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"6465\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"3763\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"5619\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"3782\"},\"group\":null,\"major_label_policy\":{\"id\":\"3783\"},\"ticker\":{\"id\":\"3755\"}},\"id\":\"3754\",\"type\":\"LinearAxis\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"3275\"},\"glyph\":{\"id\":\"3276\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"3278\"},\"nonselection_glyph\":{\"id\":\"3277\"},\"view\":{\"id\":\"3280\"}},\"id\":\"3279\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"6466\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"9451\"},\"glyph\":{\"id\":\"9452\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"9454\"},\"nonselection_glyph\":{\"id\":\"9453\"},\"view\":{\"id\":\"9456\"}},\"id\":\"9455\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"2602\"},{\"id\":\"2603\"},{\"id\":\"2604\"},{\"id\":\"2605\"},{\"id\":\"2606\"},{\"id\":\"2607\"},{\"id\":\"2608\"},{\"id\":\"2609\"},{\"id\":\"2610\"},{\"id\":\"2611\"},{\"id\":\"2612\"},{\"id\":\"2613\"}]},\"id\":\"2563\",\"type\":\"DatetimeTicker\"},{\"attributes\":{},\"id\":\"9468\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"3275\"}},\"id\":\"3280\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9452\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3276\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9454\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"10918\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"RBTVmxvC5D9Wwerf4FjkPy+OdTFv2OQ/hKqA8+Am5T80HqbjmLDkPwa3KLaTv+M/oucffOzW4z/KkkiPK/fiP+JhkCjBxuI/bKZi2zil4j9AN6iyhXTiP4044vU0oeI/XCvRWNlN4T8JUt1+zMfgP7Sy5VCj9eE/jN5Axy324j+DgP2rLALiPxIjSgKjwuE/3IcWS3dy4T8a+Kl+UwbiP2rdCgi2X+E/Fpe+ovck4D9mMLseRWzfP6sJTDY1aOA/tyxtoXCn4D8lnndlorHePyAIY5AYdN8/BZFCWx2h4T+stfSkaQfiP5AUkFYjZuE/v4ZmeVqD4j+ZzZsfwZ/iP1C9PcjsruI/cieM8yuC4j9GFWhU4wviPyMJ071hg+M/+sZKmS845D9EPXL2V8biPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"9468\"},\"selection_policy\":{\"id\":\"9467\"}},\"id\":\"9451\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"3296\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"3783\",\"type\":\"AllLabels\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"7656\"},{\"id\":\"7657\"},{\"id\":\"7658\"},{\"id\":\"7659\"},{\"id\":\"7660\"},{\"id\":\"7661\"},{\"id\":\"7662\"},{\"id\":\"7663\"},{\"id\":\"7664\"},{\"id\":\"7665\"},{\"id\":\"7666\"},{\"id\":\"7667\"}]},\"id\":\"7617\",\"type\":\"DatetimeTicker\"},{\"attributes\":{},\"id\":\"10919\",\"type\":\"AllLabels\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"7651\"},\"group\":null,\"major_label_policy\":{\"id\":\"7652\"},\"ticker\":{\"id\":\"7617\"}},\"id\":\"7616\",\"type\":\"DatetimeAxis\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3278\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"3786\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"10921\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9453\",\"type\":\"Line\"},{\"attributes\":{\"axis\":{\"id\":\"7616\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"7619\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"10684\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"LPrZeWjk5j8AHHObrMDnP0hEqzb7l+g/Vwtb55V/6D+kBbF+6b/mP1DEOPoxSuU/PiD4WjZL5D8DxaUnkwPjPysOguMQf+I/mHoiKlrG4j81/u1OVrfhP3XiyoTKGuE/ESeC5gMJ4T8xxTSxId3gP1tw6ckNQOI/LfCSpp244j9nNNo2Fb/iPyGDyJr74OM/ogbrF3ac5D/yvbAZRtXkP4k7YkfivOU/1qIE744B5D8ew+xNH9HkP2hll+m9kOU/JnYzORY+5T8Zfw6hZp7jP342xH9vq+M/dv+VnbCB4j8dvYYr5ALkPxz4NWxT1eI/pNXsyO024T9B2brr0IPhP2WHMacsxuI/th+MJS+O4z/mzbjJWGzjP5wzIEmRfeM/JBBVRQQf4z8S3CynHy3kPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"3296\"},\"selection_policy\":{\"id\":\"3295\"}},\"id\":\"3275\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1992\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"7075\"}},\"id\":\"7080\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"9487\"}]},\"id\":\"9516\",\"type\":\"LegendItem\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"7079\"}]},\"id\":\"7106\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"10922\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"9467\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"10685\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"3785\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7110\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3277\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"7075\"},\"glyph\":{\"id\":\"7076\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"7078\"},\"nonselection_glyph\":{\"id\":\"7077\"},\"view\":{\"id\":\"7080\"}},\"id\":\"7079\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"10687\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"3315\"}]},\"id\":\"3348\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5635\"},\"glyph\":{\"id\":\"5636\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5638\"},\"nonselection_glyph\":{\"id\":\"5637\"},\"view\":{\"id\":\"5640\"}},\"id\":\"5639\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2003\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"6473\",\"type\":\"DaysTicker\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"6475\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"6479\",\"type\":\"YearsTicker\"},{\"attributes\":{},\"id\":\"10688\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"3295\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"6470\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"2004\",\"type\":\"AllLabels\"},{\"attributes\":{\"source\":{\"id\":\"3943\"}},\"id\":\"3948\",\"type\":\"CDSView\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"6471\",\"type\":\"DaysTicker\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7076\",\"type\":\"Line\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"6472\",\"type\":\"DaysTicker\"},{\"attributes\":{\"source\":{\"id\":\"5635\"}},\"id\":\"5640\",\"type\":\"CDSView\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"6474\",\"type\":\"DaysTicker\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"6478\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7078\",\"type\":\"Line\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"6476\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"3947\"}]},\"id\":\"3982\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5636\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"3943\"},\"glyph\":{\"id\":\"3944\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"3946\"},\"nonselection_glyph\":{\"id\":\"3945\"},\"view\":{\"id\":\"3948\"}},\"id\":\"3947\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"HvZqxArl2T8JphYJM7/XPyp5OswSSts/0ifcysv93j+dPsQ8E/DgPzvVCfCkN+E/mnlrNE3e4T8josxq24LhP79QZOjLp+A/gwGyDmjI4D9PygGyLFfhP4EX0FiiaeE/Ex0WFjvm4D+4eLTRkj/gP1UVS86cfOA/A6W86JUy4j/n1IGhbjPiP3pxjs6tF+E/rNJH8FZk4T/+40uMH03hP3NKrIBx6OA/49vXOG983j+Dwed4Nz/cPzh/ExKGINs/ocv3HF/E2j+v01Jd9UDbP+m4ayg+Lts/nY6Q3V272j8agL/QP3XaP4g9bbRJTdk/19PY4yEg2D8WRlENaobWP/bbv1BB/9M/KoIKV17f0z++SQVb+1fYP/tba7wqVdw/NhiNzQU83T9YpoYPXsPbPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"7092\"},\"selection_policy\":{\"id\":\"7091\"}},\"id\":\"7075\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2005\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"6477\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3944\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2006\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"3787\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"5658\",\"type\":\"Selection\"},{\"attributes\":{\"tools\":[{\"id\":\"3758\"},{\"id\":\"3759\"},{\"id\":\"3760\"},{\"id\":\"3761\"},{\"id\":\"3762\"},{\"id\":\"3763\"}]},\"id\":\"3765\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3946\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7077\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"7107\"},\"glyph\":{\"id\":\"7108\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"7110\"},\"nonselection_glyph\":{\"id\":\"7109\"},\"view\":{\"id\":\"7112\"}},\"id\":\"7111\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5638\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"AAZ0C7R+4j8LozWtbkHjP87yFqY89+E//fadL7SU4T/+8FeAJRvfPxf3UvcJb94/um3JYfOD3j/T5aEXxergPweRy4+aVOE/kDNG9FD64T+i+Z3P6sLiP9IlgciDtOM/E38h2j2e5j9appoClrDmPwzghVt9Cug/LPKPEdpo6D/eY3viSQDoP2sh1+M8L+Y/dD/k+8yO5D/r8S/0WUziP3eFALnRYuI/74nJUl5C4T8MXVbs3jbhP6hN2Jt1VOI//BIahQx04z/jDlTuAXTkP8ybqg7Gw+Y/aI8QYISX5z+EI3byTITnPyGxsxoPDOY/rAY8YzgV5z9m7cvkkj7nP3R3fzompeY/PDVUQhPe5T+QPGFzIhvkP36m17FsEOQ/3kEPDFfa5T+4CYhZuNfjPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"3968\"},\"selection_policy\":{\"id\":\"3967\"}},\"id\":\"3943\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3774\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"5658\"},\"selection_policy\":{\"id\":\"5657\"}},\"id\":\"5635\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"7091\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"9483\"},\"glyph\":{\"id\":\"9484\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"9486\"},\"nonselection_glyph\":{\"id\":\"9485\"},\"view\":{\"id\":\"9488\"}},\"id\":\"9487\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3945\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"3788\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5637\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"3967\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3986\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"9483\"}},\"id\":\"9488\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"10930\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"3968\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"5657\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"3311\"},\"glyph\":{\"id\":\"3312\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"3314\"},\"nonselection_glyph\":{\"id\":\"3313\"},\"view\":{\"id\":\"3316\"}},\"id\":\"3315\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9484\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"10931\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"10933\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"10696\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"source\":{\"id\":\"3311\"}},\"id\":\"3316\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"9502\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"10934\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"10697\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3312\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9486\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"10699\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"3Eyu8SmF3z/9CN0F0YffPyG7RbqKKuA/EJDLxTN14D/Lvnrg7CHfP6xCAYLvotw/ahOqm2cE3j8Eq6QlsAndP4yOGoU5T+A/9lQ9pw6O4D/ubK+ca1DhPyQfggOEbuE/2IADxH6p4T+ORzNroEThPwQB9MF27uE/fIEqCB5h4D9/lh9X+n/fP54Icwnm8Ns/Ph5f7TqD3D9rJUcFqOvcPxXx4sS/Kd0/4TmnUaGR2D84vdSSgtHbP7P5xjJj3Nw/EM/Db9y13j+UZbBfJB/eP6IXI7yMO90/QpNqHX382z9TRTssLwDeP1K0fkhwXNs/qc4T62WK3D9JEyx+Sw3cP/OTEsmUWt8/h/BrzAUb4D8QrrQUtOTgPyO8AevI+OA/m0fQF7u04D9LRdj9flXgPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"9502\"},\"selection_policy\":{\"id\":\"9501\"}},\"id\":\"9483\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"3334\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"10700\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3314\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"7107\"}},\"id\":\"7112\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9485\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"a/eKoHv74j8vVBLES1/jP2XceDUe/+I/pEHOI5nQ4T/xAbWSsHngP5ScgqtOl+E/+LGxSli/4j+YNjdOedjhP6BZiLALJ+E/6o025S594T+RCtlT1d7hPw9TFWwqCOM/eCeDboFt4z9do9c2y0fjP3EY1CjCMOI/7hyfGdOv4j/fNIi1CrnjPzInbORKQuM/bmX6EgEh4j9ciSUFjJXiP93Zherct+I/+Txu9XKa4z9Ir8UruMPiPz0Wsu/4muE/mivfsIvK4T/ZowtGUmrjPwt/1JIKveM/qAubYWWW4j/uH+ivJCHjPzj7L8/ou+I/m1OvHa1y4z9gCqd//87iP3zi/37SPeI/0GZ0h3IZ4T/3827qARjhP1cHTGBmoeA/CJ1rbo0y4T9/bCe6MFvfPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"3334\"},\"selection_policy\":{\"id\":\"3333\"}},\"id\":\"3311\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"9518\",\"type\":\"Line\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"3790\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"9501\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"3791\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"3797\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"source\":{\"id\":\"2021\"}},\"id\":\"2026\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3313\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7108\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"dK7whnG44z+v2Bmbt9fhP6E4L1sZ498/O+svN3wk2z/p8bIrS5rVP8e2lTfYH9I/q9JAFdmU0T8ZE/tUNubSP9rfTb3v0NQ/C8x/yu8O1z+sLe/2/p/XP/H6Fbc6tdg/E3MaqsGB2T+b22ry1XPZPzWAHz7i19c/BSiWfJJS3D9NskKU2w7fPzQkxwpxHt8/yW5FqE9Z3j/YbhyYybbeP9jbyUltn94/zI1w+Onu4D+bMkQOJujfP5gYPIFP1t0/jU4a3jtl4D/frgbuQBrhP8PNcoM2uOA/7UxsM1eh4D+zqgSSZI7fPy3NPOvjw9w/N6Z+8Lq12z8NpQyU5WDZPyMR4zII3dg/tY1y2Bg92T+v40fRMpvZPzSUIAYMZ9k/HKkOBzdb2D99XjrOHXfYPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"2006\"},\"selection_policy\":{\"id\":\"2005\"}},\"id\":\"1991\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3350\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"3akEZvTX1z+tM0j/wEfWPzIcGs1h+tY/EAwns3LL2j+A9WsWIsPYP4D1axYiw9g/MFT6SvYF2z/csoh/ykjdPxaVIJadl+A/fsuy92bs3j+a26URVhvbP5zbpRFWG9s/88JIu/nR3T9AZLqGJY/bP7576LiE3No/nnrsckeG2D/M8KjZehbaP8zwqNl6Fto/zfCo2XoW2j92CQYw11/XP8vwqNl6Fto/82GPHOs82z/4YY8c6zzbP8nr0rW3rNk/HtN1X1tj3D8f03VfW2PcP3W6GAn/Gd8/TUkyxo7z3T/0YY8c6zzbP8jr0rW3rNk/JIcJRZAu3T9ktiE4PYDcP/XM3NSNiN4/HKt/8maO3z/sNMOLM/7dP+w0w4sz/t0/7jTDizP+3T+QmYz8WnzaPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"4010\"},\"selection_policy\":{\"id\":\"4009\"}},\"id\":\"3983\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"5698\"},\"selection_policy\":{\"id\":\"5697\"}},\"id\":\"5673\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"3792\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"3795\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"3333\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"3793\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"3801\",\"type\":\"YearsTicker\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"3794\",\"type\":\"DaysTicker\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"7111\"}]},\"id\":\"7140\",\"type\":\"LegendItem\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"3796\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"3744\",\"type\":\"DataRange1d\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"3800\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"children\":[{\"id\":\"2485\"},{\"id\":\"1959\"},{\"id\":\"2518\"}]},\"id\":\"2551\",\"type\":\"Column\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"3798\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"7109\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3984\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5674\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"mB66WiGp1z/ecfswWtnXP1qYN5RcSdg/fpNPNDGy1j8rtzfbZYXWP9raH4KaWNY/tUaESYGT1z+qMRRd2p3UP44umHuMyNM/bFcllsn+0z80LJah7jzXP0e4sCRgjNg/mpTIfSu52D/191LX8vnXPz2XAcIwdNg/Wpp9o35J2T8AeqAiSqLbPwgUlGh+aNs/Hg4wCOd62j/l28SgcmTaP1FQURoy29s/yJNfTRZl3D/rjcgf4MvbP6CzXtuTj9w/c4xZeFPU2z+9KwhjkU7cP6SBW3E6ONw/Mtvk4W9w3D/CmK0EdnrbP6VyyA3Jwto/b0SCuAxw1z+DlAkGaPPXP2m+bXaPvdc/xA039M5j2D9iLhoT+QXWP98BMNpOrNY/BpU+5UEJ2T+uMgzVW/XYPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"7126\"},\"selection_policy\":{\"id\":\"7125\"}},\"id\":\"7107\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"3799\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3985\",\"type\":\"Line\"},{\"attributes\":{\"below\":[{\"id\":\"7022\"}],\"center\":[{\"id\":\"7025\"},{\"id\":\"7029\"}],\"height\":400,\"left\":[{\"id\":\"7026\"}],\"renderers\":[{\"id\":\"7049\"},{\"id\":\"7079\"},{\"id\":\"7111\"},{\"id\":\"7145\"},{\"id\":\"7181\"},{\"id\":\"7219\"},{\"id\":\"7259\"},{\"id\":\"7301\"},{\"id\":\"7345\"},{\"id\":\"7391\"},{\"id\":\"7439\"},{\"id\":\"7489\"}],\"right\":[{\"id\":\"7044\"}],\"title\":{\"id\":\"7537\"},\"toolbar\":{\"id\":\"7037\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"7014\"},\"x_scale\":{\"id\":\"7018\"},\"y_range\":{\"id\":\"7016\"},\"y_scale\":{\"id\":\"7020\"}},\"id\":\"7013\",\"subtype\":\"Figure\",\"type\":\"Plot\"}],\"root_ids\":[\"10577\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.3\"}};\n const render_items = [{\"docid\":\"8bb778b3-a01b-4706-970f-c56b07ec8dbd\",\"root_ids\":[\"10577\"],\"roots\":{\"10577\":\"6a210e63-ce26-4c6b-bb65-db531afd4e6d\"}}];\n root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n }\n if (root.Bokeh !== undefined) {\n embed_document(root);\n } else {\n let attempts = 0;\n const timer = setInterval(function(root) {\n if (root.Bokeh !== undefined) {\n clearInterval(timer);\n embed_document(root);\n } else {\n attempts++;\n if (attempts > 100) {\n clearInterval(timer);\n console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n }\n }\n }, 10, root)\n }\n})(window);", "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { - "id": "36121" + "id": "10577" } }, "output_type": "display_data" @@ -577,7 +577,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 24, "metadata": { "tags": [ "hide-input" @@ -589,7 +589,7 @@ "text/html": [ "
\n", " \n", - " Loading BokehJS ...\n", + " Loading BokehJS ...\n", "
\n" ] }, @@ -598,7 +598,7 @@ }, { "data": { - "application/javascript": "(function(root) {\n function now() {\n return new Date();\n }\n\n const force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\nconst JS_MIME_TYPE = 'application/javascript';\n const HTML_MIME_TYPE = 'text/html';\n const EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n const CLASS_NAME = 'output_bokeh rendered_html';\n\n /**\n * Render data to the DOM node\n */\n function render(props, node) {\n const script = document.createElement(\"script\");\n node.appendChild(script);\n }\n\n /**\n * Handle when an output is cleared or removed\n */\n function handleClearOutput(event, handle) {\n const cell = handle.cell;\n\n const id = cell.output_area._bokeh_element_id;\n const server_id = cell.output_area._bokeh_server_id;\n // Clean up Bokeh references\n if (id != null && id in Bokeh.index) {\n Bokeh.index[id].model.document.clear();\n delete Bokeh.index[id];\n }\n\n if (server_id !== undefined) {\n // Clean up Bokeh references\n const cmd_clean = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n cell.notebook.kernel.execute(cmd_clean, {\n iopub: {\n output: function(msg) {\n const id = msg.content.text.trim();\n if (id in Bokeh.index) {\n Bokeh.index[id].model.document.clear();\n delete Bokeh.index[id];\n }\n }\n }\n });\n // Destroy server and session\n const cmd_destroy = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n cell.notebook.kernel.execute(cmd_destroy);\n }\n }\n\n /**\n * Handle when a new output is added\n */\n function handleAddOutput(event, handle) {\n const output_area = handle.output_area;\n const output = handle.output;\n\n // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n if ((output.output_type != \"display_data\") || (!Object.prototype.hasOwnProperty.call(output.data, EXEC_MIME_TYPE))) {\n return\n }\n\n const toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n\n if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n // store reference to embed id on output_area\n output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n }\n if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n const bk_div = document.createElement(\"div\");\n bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n const script_attrs = bk_div.children[0].attributes;\n for (let i = 0; i < script_attrs.length; i++) {\n toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n toinsert[toinsert.length - 1].firstChild.textContent = bk_div.children[0].textContent\n }\n // store reference to server id on output_area\n output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n }\n }\n\n function register_renderer(events, OutputArea) {\n\n function append_mime(data, metadata, element) {\n // create a DOM node to render to\n const toinsert = this.create_output_subarea(\n metadata,\n CLASS_NAME,\n EXEC_MIME_TYPE\n );\n this.keyboard_manager.register_events(toinsert);\n // Render to node\n const props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n render(props, toinsert[toinsert.length - 1]);\n element.append(toinsert);\n return toinsert\n }\n\n /* Handle when an output is cleared or removed */\n events.on('clear_output.CodeCell', handleClearOutput);\n events.on('delete.Cell', handleClearOutput);\n\n /* Handle when a new output is added */\n events.on('output_added.OutputArea', handleAddOutput);\n\n /**\n * Register the mime type and append_mime function with output_area\n */\n OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n /* Is output safe? */\n safe: true,\n /* Index of renderer in `output_area.display_order` */\n index: 0\n });\n }\n\n // register the mime type if in Jupyter Notebook environment and previously unregistered\n if (root.Jupyter !== undefined) {\n const events = require('base/js/events');\n const OutputArea = require('notebook/js/outputarea').OutputArea;\n\n if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n register_renderer(events, OutputArea);\n }\n }\n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n const NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"
    \\n\"+\n \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
  • \\n\"+\n \"
  • use INLINE resources instead, as so:
  • \\n\"+\n \"
\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded() {\n const el = document.getElementById(\"45236\");\n if (el != null) {\n el.textContent = \"BokehJS is loading...\";\n }\n if (root.Bokeh !== undefined) {\n if (el != null) {\n el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(display_loaded, 100)\n }\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error(url) {\n console.error(\"failed to load \" + url);\n }\n\n for (let i = 0; i < css_urls.length; i++) {\n const url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (let i = 0; i < js_urls.length; i++) {\n const url = js_urls[i];\n const element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-2.4.3.min.js\"];\n const css_urls = [];\n\n const inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {\n }\n ];\n\n function run_inline_js() {\n if (root.Bokeh !== undefined || force === true) {\n for (let i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\nif (force === true) {\n display_loaded();\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n const cell = $(document.getElementById(\"45236\")).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));", + "application/javascript": "(function(root) {\n function now() {\n return new Date();\n }\n\n const force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\nconst JS_MIME_TYPE = 'application/javascript';\n const HTML_MIME_TYPE = 'text/html';\n const EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n const CLASS_NAME = 'output_bokeh rendered_html';\n\n /**\n * Render data to the DOM node\n */\n function render(props, node) {\n const script = document.createElement(\"script\");\n node.appendChild(script);\n }\n\n /**\n * Handle when an output is cleared or removed\n */\n function handleClearOutput(event, handle) {\n const cell = handle.cell;\n\n const id = cell.output_area._bokeh_element_id;\n const server_id = cell.output_area._bokeh_server_id;\n // Clean up Bokeh references\n if (id != null && id in Bokeh.index) {\n Bokeh.index[id].model.document.clear();\n delete Bokeh.index[id];\n }\n\n if (server_id !== undefined) {\n // Clean up Bokeh references\n const cmd_clean = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n cell.notebook.kernel.execute(cmd_clean, {\n iopub: {\n output: function(msg) {\n const id = msg.content.text.trim();\n if (id in Bokeh.index) {\n Bokeh.index[id].model.document.clear();\n delete Bokeh.index[id];\n }\n }\n }\n });\n // Destroy server and session\n const cmd_destroy = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n cell.notebook.kernel.execute(cmd_destroy);\n }\n }\n\n /**\n * Handle when a new output is added\n */\n function handleAddOutput(event, handle) {\n const output_area = handle.output_area;\n const output = handle.output;\n\n // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n if ((output.output_type != \"display_data\") || (!Object.prototype.hasOwnProperty.call(output.data, EXEC_MIME_TYPE))) {\n return\n }\n\n const toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n\n if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n // store reference to embed id on output_area\n output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n }\n if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n const bk_div = document.createElement(\"div\");\n bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n const script_attrs = bk_div.children[0].attributes;\n for (let i = 0; i < script_attrs.length; i++) {\n toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n toinsert[toinsert.length - 1].firstChild.textContent = bk_div.children[0].textContent\n }\n // store reference to server id on output_area\n output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n }\n }\n\n function register_renderer(events, OutputArea) {\n\n function append_mime(data, metadata, element) {\n // create a DOM node to render to\n const toinsert = this.create_output_subarea(\n metadata,\n CLASS_NAME,\n EXEC_MIME_TYPE\n );\n this.keyboard_manager.register_events(toinsert);\n // Render to node\n const props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n render(props, toinsert[toinsert.length - 1]);\n element.append(toinsert);\n return toinsert\n }\n\n /* Handle when an output is cleared or removed */\n events.on('clear_output.CodeCell', handleClearOutput);\n events.on('delete.Cell', handleClearOutput);\n\n /* Handle when a new output is added */\n events.on('output_added.OutputArea', handleAddOutput);\n\n /**\n * Register the mime type and append_mime function with output_area\n */\n OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n /* Is output safe? */\n safe: true,\n /* Index of renderer in `output_area.display_order` */\n index: 0\n });\n }\n\n // register the mime type if in Jupyter Notebook environment and previously unregistered\n if (root.Jupyter !== undefined) {\n const events = require('base/js/events');\n const OutputArea = require('notebook/js/outputarea').OutputArea;\n\n if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n register_renderer(events, OutputArea);\n }\n }\n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n const NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"
    \\n\"+\n \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
  • \\n\"+\n \"
  • use INLINE resources instead, as so:
  • \\n\"+\n \"
\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded() {\n const el = document.getElementById(\"15966\");\n if (el != null) {\n el.textContent = \"BokehJS is loading...\";\n }\n if (root.Bokeh !== undefined) {\n if (el != null) {\n el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(display_loaded, 100)\n }\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error(url) {\n console.error(\"failed to load \" + url);\n }\n\n for (let i = 0; i < css_urls.length; i++) {\n const url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (let i = 0; i < js_urls.length; i++) {\n const url = js_urls[i];\n const element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-2.4.3.min.js\"];\n const css_urls = [];\n\n const inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {\n }\n ];\n\n function run_inline_js() {\n if (root.Bokeh !== undefined || force === true) {\n for (let i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\nif (force === true) {\n display_loaded();\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n const cell = $(document.getElementById(\"15966\")).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));", "application/vnd.bokehjs_load.v0+json": "" }, "metadata": {}, @@ -608,7 +608,7 @@ "data": { "text/html": [ "\n", - "
\n" + "
\n" ] }, "metadata": {}, @@ -616,15 +616,23 @@ }, { "data": { - "application/javascript": "(function(root) {\n function embed_document(root) {\n const docs_json = {\"376f8115-be53-481b-af00-96c5c5ac471f\":{\"defs\":[],\"roots\":{\"references\":[{\"attributes\":{\"sizing_mode\":\"scale_both\",\"tabs\":[{\"id\":\"45830\"},{\"id\":\"46322\"},{\"id\":\"46916\"},{\"id\":\"47510\"},{\"id\":\"48104\"}]},\"id\":\"48105\",\"type\":\"Tabs\"},{\"attributes\":{},\"id\":\"45852\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"47186\",\"type\":\"Selection\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"45443\"}]},\"id\":\"45478\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"45745\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"47185\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"45746\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"45766\",\"type\":\"DataRange1d\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"46115\"},\"glyph\":{\"id\":\"46116\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"46118\"},\"nonselection_glyph\":{\"id\":\"46117\"},\"view\":{\"id\":\"46120\"}},\"id\":\"46119\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"45254\",\"type\":\"PanTool\"},{\"attributes\":{\"source\":{\"id\":\"45439\"}},\"id\":\"45444\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45442\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"45464\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"45439\"},\"glyph\":{\"id\":\"45440\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"45442\"},\"nonselection_glyph\":{\"id\":\"45441\"},\"view\":{\"id\":\"45444\"}},\"id\":\"45443\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"46115\"}},\"id\":\"46120\",\"type\":\"CDSView\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"45260\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45441\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"45257\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"45463\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"46144\",\"type\":\"Selection\"},{\"attributes\":{\"tools\":[{\"id\":\"45254\"},{\"id\":\"45255\"},{\"id\":\"45256\"},{\"id\":\"45257\"},{\"id\":\"45258\"},{\"id\":\"45259\"}]},\"id\":\"45261\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"45506\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"46550\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"46525\"},\"glyph\":{\"id\":\"46526\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"46528\"},\"nonselection_glyph\":{\"id\":\"46527\"},\"view\":{\"id\":\"46530\"}},\"id\":\"46529\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46118\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"tOuqD5jn2z/3mmEZxOLcPyDoT3OpauI/2ws8NYW45T/bCzw1hbjlP24COt9jyOc/OYAjiqyV5j/K6+LoOI3mP7U24csT5+Q/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"46144\"},\"selection_policy\":{\"id\":\"46143\"}},\"id\":\"46115\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47293\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46160\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"46525\"}},\"id\":\"46530\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"47201\"},\"glyph\":{\"id\":\"47202\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"47204\"},\"nonselection_glyph\":{\"id\":\"47203\"},\"view\":{\"id\":\"47206\"}},\"id\":\"47205\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"47201\"}},\"id\":\"47206\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"45799\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46117\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"45770\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"45761\",\"type\":\"Title\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"46529\"}]},\"id\":\"46564\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"46143\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"47531\",\"type\":\"SaveTool\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"50458\"},\"group\":null,\"major_label_policy\":{\"id\":\"50459\"},\"ticker\":{\"id\":\"45779\"}},\"id\":\"45778\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46528\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"tqWdl8Hz5z+2pZ2XwfPnP6ct/bmN3uo/t6Wdl8Hz5z+3pZ2XwfPnPy4CuJXrouQ/pl7SkxVS4T84dtkjfwLcP1lmGt/mLNY/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"46550\"},\"selection_policy\":{\"id\":\"46549\"}},\"id\":\"46525\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"45801\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"45255\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"47230\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"50461\"},\"group\":null,\"major_label_policy\":{\"id\":\"50462\"},\"ticker\":{\"id\":\"45775\"}},\"id\":\"45774\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"45787\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"45768\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47204\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"aJhmtY565D9eZwNHchPlPwWYIAzxoec/6agX+Zwb6D/+FkfGMjPmP+o+tThIbOQ/8Hk0Wn5L5D//m6GmSmjhP5I7/l2OtuE/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"47230\"},\"selection_policy\":{\"id\":\"47229\"}},\"id\":\"47201\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"45764\",\"type\":\"Title\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46527\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"47205\"}]},\"id\":\"47244\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"45775\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"45772\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"45479\"},\"glyph\":{\"id\":\"45480\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"45482\"},\"nonselection_glyph\":{\"id\":\"45481\"},\"view\":{\"id\":\"45484\"}},\"id\":\"45483\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"46549\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"axis\":{\"id\":\"45774\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"45777\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"46592\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"45479\"}},\"id\":\"45484\",\"type\":\"CDSView\"},{\"attributes\":{\"axis\":{\"id\":\"45778\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"45781\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"45779\",\"type\":\"BasicTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47203\",\"type\":\"Line\"},{\"attributes\":{\"below\":[{\"id\":\"45807\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"45810\"},{\"id\":\"45814\"}],\"height\":40,\"left\":[{\"id\":\"45811\"}],\"outline_line_width\":0,\"title\":{\"id\":\"45797\"},\"toolbar\":{\"id\":\"45822\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"45799\"},\"x_scale\":{\"id\":\"45803\"},\"y_range\":{\"id\":\"45801\"},\"y_scale\":{\"id\":\"45805\"}},\"id\":\"45796\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"47249\"}]},\"id\":\"47290\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"45783\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"47229\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"45782\",\"type\":\"PanTool\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45480\",\"type\":\"Line\"},{\"attributes\":{\"overlay\":{\"id\":\"45788\"}},\"id\":\"45784\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"45785\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"45786\",\"type\":\"ResetTool\"},{\"attributes\":{\"source\":{\"id\":\"46159\"}},\"id\":\"46164\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"46159\"},\"glyph\":{\"id\":\"46160\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"46162\"},\"nonselection_glyph\":{\"id\":\"46161\"},\"view\":{\"id\":\"46164\"}},\"id\":\"46163\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"label\":{\"value\":\"Manufacturing\"},\"renderers\":[{\"id\":\"45483\"}]},\"id\":\"45520\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"46258\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45482\",\"type\":\"Line\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"45788\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"46190\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"50473\"},\"group\":null,\"major_label_policy\":{\"id\":\"50474\"},\"ticker\":{\"id\":\"45808\"}},\"id\":\"45807\",\"type\":\"LinearAxis\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"ZnlbJLcw5j+rS47md4rmPxuxpQNm0+U/meczNftg6D81yUggSwDlP+uhUTi7yOU/ieL6FTij4T/Vbjrm1dDhP5WlkxwzrOI/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"45506\"},\"selection_policy\":{\"id\":\"45505\"}},\"id\":\"45479\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"45803\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46162\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"50470\"},\"group\":null,\"major_label_policy\":{\"id\":\"50471\"},\"ticker\":{\"id\":\"45812\"}},\"id\":\"45811\",\"type\":\"LinearAxis\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"B6jWMKcG2D8IqNYwpwbYPweo1jCnBtg/CKjWMKcG2D8HqNYwpwbYPweo1jCnBtg/CqjWMKcG2D8IqNYwpwbYPweo1jCnBtg/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"46190\"},\"selection_policy\":{\"id\":\"46189\"}},\"id\":\"46159\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45481\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"46163\"}]},\"id\":\"46204\",\"type\":\"LegendItem\"},{\"attributes\":{\"axis\":{\"id\":\"45807\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"45810\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"45505\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45712\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"46565\"},\"glyph\":{\"id\":\"46566\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"46568\"},\"nonselection_glyph\":{\"id\":\"46567\"},\"view\":{\"id\":\"46570\"}},\"id\":\"46569\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46161\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"46565\"}},\"id\":\"46570\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"46209\"}]},\"id\":\"46252\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"45797\",\"type\":\"Title\"},{\"attributes\":{\"axis\":{\"id\":\"45811\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"45814\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"46189\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"axis\":{\"id\":\"45246\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"45249\",\"type\":\"Grid\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"47245\"},\"glyph\":{\"id\":\"47246\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"47248\"},\"nonselection_glyph\":{\"id\":\"47247\"},\"view\":{\"id\":\"47250\"}},\"id\":\"47249\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"45812\",\"type\":\"BasicTicker\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46566\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"45816\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"45815\",\"type\":\"PanTool\"},{\"attributes\":{\"overlay\":{\"id\":\"45821\"}},\"id\":\"45817\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"source\":{\"id\":\"47245\"}},\"id\":\"47250\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"45818\",\"type\":\"SaveTool\"},{\"attributes\":{\"label\":{\"value\":\"Manufacturing\"},\"renderers\":[{\"id\":\"46569\"}]},\"id\":\"46606\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"45819\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47246\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46568\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"N9DwmdlW4z8gGCYh/0vjPxL1jp9CQeA/cLh4fp9B2j/hwvVHzyTgP+HC9UfPJOA/4sL1R88k4D+LKa/QzijjPzWFrSlDReM/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"46592\"},\"selection_policy\":{\"id\":\"46591\"}},\"id\":\"46565\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"46324\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"47276\",\"type\":\"Selection\"},{\"attributes\":{\"children\":[{\"id\":\"46255\"},{\"id\":\"45831\"},{\"id\":\"46288\"}]},\"id\":\"46321\",\"type\":\"Column\"},{\"attributes\":{},\"id\":\"45853\",\"type\":\"HelpTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47248\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"45832\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46567\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"5wGmsuBH6D+vFt1fbCznP0kAkkIHPOg/5clDdN8/6D8Kjw2cijDlPzWk9G9DgeE/zgIUR59E3z9fJt46+x/aP2nMaf7WlNY/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"47276\"},\"selection_policy\":{\"id\":\"47275\"}},\"id\":\"47245\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"45521\"},\"glyph\":{\"id\":\"45522\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"45524\"},\"nonselection_glyph\":{\"id\":\"45523\"},\"view\":{\"id\":\"45526\"}},\"id\":\"45525\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"46591\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"45875\"},\"group\":null,\"major_label_policy\":{\"id\":\"45876\"},\"ticker\":{\"id\":\"45841\"}},\"id\":\"45840\",\"type\":\"DatetimeAxis\"},{\"attributes\":{\"source\":{\"id\":\"45521\"}},\"id\":\"45526\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"45251\",\"type\":\"BasicTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47247\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"47291\"}},\"id\":\"47296\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"46205\"},\"glyph\":{\"id\":\"46206\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"46208\"},\"nonselection_glyph\":{\"id\":\"46207\"},\"view\":{\"id\":\"46210\"}},\"id\":\"46209\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"47275\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45522\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"45525\"}]},\"id\":\"45564\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"46205\"}},\"id\":\"46210\",\"type\":\"CDSView\"},{\"attributes\":{\"overlay\":{\"id\":\"45854\"}},\"id\":\"45850\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"46337\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"45550\",\"type\":\"Selection\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46206\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45524\",\"type\":\"Line\"},{\"attributes\":{\"overlay\":{\"id\":\"46346\"}},\"id\":\"46342\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"KPHPxhW85D+CLqqTtzfiPyexaFsvYuA/ddY3MJvp3j9AbfoU8azWP+2zkMMyYtY/0PbJthlA1j9oZzdSJa/cPxrBIlXZn9w/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"45550\"},\"selection_policy\":{\"id\":\"45549\"}},\"id\":\"45521\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"46238\",\"type\":\"Selection\"},{\"attributes\":{\"child\":{\"id\":\"46321\"},\"title\":\"Chichaoua\"},\"id\":\"46322\",\"type\":\"Panel\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46208\",\"type\":\"Line\"},{\"attributes\":{\"axis\":{\"id\":\"45250\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"45253\",\"type\":\"Grid\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"45854\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45523\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"WOk/uUJW3j/05btB9LrYPz88QBf4Vd4/PzxAF/hV3j8/PEAX+FXePz88QBf4Vd4/PzxAF/hV3j8/PEAX+FXePz88QBf4Vd4/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"46238\"},\"selection_policy\":{\"id\":\"46237\"}},\"id\":\"46205\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"45569\"}]},\"id\":\"45610\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"46343\",\"type\":\"SaveTool\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"45821\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"46340\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"45549\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"45278\"},\"group\":null,\"major_label_policy\":{\"id\":\"45279\"},\"ticker\":{\"id\":\"45251\"}},\"id\":\"45250\",\"type\":\"LinearAxis\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"46607\"},\"glyph\":{\"id\":\"46608\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"46610\"},\"nonselection_glyph\":{\"id\":\"46609\"},\"view\":{\"id\":\"46612\"}},\"id\":\"46611\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"46341\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"children\":[{\"id\":\"46849\"},{\"id\":\"46323\"},{\"id\":\"46882\"}]},\"id\":\"46915\",\"type\":\"Column\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46207\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"46607\"}},\"id\":\"46612\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"46260\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"46237\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47292\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46608\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"46611\"}]},\"id\":\"46650\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47294\",\"type\":\"Line\"},{\"attributes\":{\"below\":[{\"id\":\"46332\"}],\"center\":[{\"id\":\"46335\"},{\"id\":\"46339\"}],\"height\":400,\"left\":[{\"id\":\"46336\"}],\"renderers\":[{\"id\":\"46359\"},{\"id\":\"46389\"},{\"id\":\"46421\"},{\"id\":\"46455\"},{\"id\":\"46491\"},{\"id\":\"46529\"},{\"id\":\"46569\"},{\"id\":\"46611\"},{\"id\":\"46655\"},{\"id\":\"46701\"},{\"id\":\"46749\"},{\"id\":\"46799\"}],\"right\":[{\"id\":\"46354\"}],\"title\":{\"id\":\"46847\"},\"toolbar\":{\"id\":\"46347\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"46324\"},\"x_scale\":{\"id\":\"46328\"},\"y_range\":{\"id\":\"46326\"},\"y_scale\":{\"id\":\"46330\"}},\"id\":\"46323\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"45286\"},{\"id\":\"45287\"},{\"id\":\"45288\"},{\"id\":\"45289\"},{\"id\":\"45290\"},{\"id\":\"45291\"},{\"id\":\"45292\"},{\"id\":\"45293\"},{\"id\":\"45294\"},{\"id\":\"45295\"},{\"id\":\"45296\"},{\"id\":\"45297\"}]},\"id\":\"45247\",\"type\":\"DatetimeTicker\"},{\"attributes\":{},\"id\":\"45242\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"46636\",\"type\":\"Selection\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"46372\"},{\"id\":\"46373\"},{\"id\":\"46374\"},{\"id\":\"46375\"},{\"id\":\"46376\"},{\"id\":\"46377\"},{\"id\":\"46378\"},{\"id\":\"46379\"},{\"id\":\"46380\"},{\"id\":\"46381\"},{\"id\":\"46382\"},{\"id\":\"46383\"}]},\"id\":\"46333\",\"type\":\"DatetimeTicker\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46610\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"Jk1LmixY5T8fY7hUaLfhPwop54qBxt4/KXHhdLz63D9yS6wkeVvcP3j2+1wVEtg/rxtGWRZC2T/jnrrM0YHcP3HVTzpDQ+A/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"46636\"},\"selection_policy\":{\"id\":\"46635\"}},\"id\":\"46607\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"axis\":{\"id\":\"46332\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"46335\",\"type\":\"Grid\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"47295\"}]},\"id\":\"47338\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"47446\",\"type\":\"DataRange1d\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"+Ek3RICP4z+KYuGLAlLhP81HGxLuqeU/mF5gEgvD5T9KSbIRm0zlP91lYaP5deU/SS94pOWT4z/JJCdgKVflP7Conbp3SOc/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"45878\"},\"selection_policy\":{\"id\":\"45877\"}},\"id\":\"45863\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"tools\":[{\"id\":\"45782\"},{\"id\":\"45783\"},{\"id\":\"45784\"},{\"id\":\"45785\"},{\"id\":\"45786\"},{\"id\":\"45787\"}]},\"id\":\"45789\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46609\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"WR7UKnk/1z/e77U9pzTXP7kPRZYQgdU/lqjlAIU+0j+0L1ydBGfRP94brOPpTNM/Emn1YyMD2z9hxwoSkwHdP0jgcs0MFt8/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"47324\"},\"selection_policy\":{\"id\":\"47323\"}},\"id\":\"47291\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"46655\"}]},\"id\":\"46696\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"45565\"},\"glyph\":{\"id\":\"45566\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"45568\"},\"nonselection_glyph\":{\"id\":\"45567\"},\"view\":{\"id\":\"45570\"}},\"id\":\"45569\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"46635\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"45820\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"46293\",\"type\":\"DataRange1d\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"47291\"},\"glyph\":{\"id\":\"47292\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"47294\"},\"nonselection_glyph\":{\"id\":\"47293\"},\"view\":{\"id\":\"47296\"}},\"id\":\"47295\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"45565\"}},\"id\":\"45570\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"45808\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"47324\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"45805\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"46262\",\"type\":\"LinearScale\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"47343\"}]},\"id\":\"47388\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"46253\",\"type\":\"Title\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45566\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"47323\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"50476\"},\"group\":null,\"major_label_policy\":{\"id\":\"50477\"},\"ticker\":{\"id\":\"46271\"}},\"id\":\"46270\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"46920\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"46291\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"45596\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"50479\"},\"group\":null,\"major_label_policy\":{\"id\":\"50480\"},\"ticker\":{\"id\":\"46267\"}},\"id\":\"46266\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45568\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"46279\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"45872\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"below\":[{\"id\":\"46266\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"46269\"},{\"id\":\"46273\"}],\"height\":40,\"left\":[{\"id\":\"46270\"}],\"outline_line_width\":0,\"title\":{\"id\":\"46256\"},\"toolbar\":{\"id\":\"46281\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"46258\"},\"x_scale\":{\"id\":\"46262\"},\"y_range\":{\"id\":\"46260\"},\"y_scale\":{\"id\":\"46264\"}},\"id\":\"46255\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"vhds82BW3j++F2zzYFbeP74XbPNgVt4/vhds82BW3j/DJI7S5vjhP8UkjtLm+OE/xSSO0ub44T/DJI7S5vjhP8UkjtLm+OE/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"45596\"},\"selection_policy\":{\"id\":\"45595\"}},\"id\":\"45565\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"46256\",\"type\":\"Title\"},{\"attributes\":{\"children\":[{\"id\":\"45763\"},{\"id\":\"45237\"},{\"id\":\"45796\"}]},\"id\":\"45829\",\"type\":\"Column\"},{\"attributes\":{},\"id\":\"46267\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"46264\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis\":{\"id\":\"46266\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"46269\",\"type\":\"Grid\"},{\"attributes\":{\"axis\":{\"id\":\"46270\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"46273\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45567\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"45615\"}]},\"id\":\"45658\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"46271\",\"type\":\"BasicTicker\"},{\"attributes\":{\"below\":[{\"id\":\"46299\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"46302\"},{\"id\":\"46306\"}],\"height\":40,\"left\":[{\"id\":\"46303\"}],\"outline_line_width\":0,\"title\":{\"id\":\"46289\"},\"toolbar\":{\"id\":\"46314\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"46291\"},\"x_scale\":{\"id\":\"46295\"},\"y_range\":{\"id\":\"46293\"},\"y_scale\":{\"id\":\"46297\"}},\"id\":\"46288\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"45595\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"46651\"},\"glyph\":{\"id\":\"46652\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"46654\"},\"nonselection_glyph\":{\"id\":\"46653\"},\"view\":{\"id\":\"46656\"}},\"id\":\"46655\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"45269\"}},\"id\":\"45274\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"46275\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"46274\",\"type\":\"PanTool\"},{\"attributes\":{\"overlay\":{\"id\":\"46280\"}},\"id\":\"46276\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"47568\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"46277\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"46278\",\"type\":\"ResetTool\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"45867\"}]},\"id\":\"45892\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"46651\"}},\"id\":\"46656\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"47339\"},\"glyph\":{\"id\":\"47340\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"47342\"},\"nonselection_glyph\":{\"id\":\"47341\"},\"view\":{\"id\":\"47344\"}},\"id\":\"47343\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45865\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45866\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46652\",\"type\":\"Line\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"46280\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"50491\"},\"group\":null,\"major_label_policy\":{\"id\":\"50492\"},\"ticker\":{\"id\":\"46300\"}},\"id\":\"46299\",\"type\":\"LinearAxis\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"45863\"},\"glyph\":{\"id\":\"45864\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"45866\"},\"nonselection_glyph\":{\"id\":\"45865\"},\"view\":{\"id\":\"45868\"}},\"id\":\"45867\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"46295\",\"type\":\"LinearScale\"},{\"attributes\":{\"source\":{\"id\":\"47339\"}},\"id\":\"47344\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"46682\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"45863\"}},\"id\":\"45868\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47340\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"50488\"},\"group\":null,\"major_label_policy\":{\"id\":\"50489\"},\"ticker\":{\"id\":\"46304\"}},\"id\":\"46303\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46654\",\"type\":\"Line\"},{\"attributes\":{\"tools\":[{\"id\":\"45815\"},{\"id\":\"45816\"},{\"id\":\"45817\"},{\"id\":\"45818\"},{\"id\":\"45819\"},{\"id\":\"45820\"}]},\"id\":\"45822\",\"type\":\"Toolbar\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"6jL0V00Q0z9OxXNTdvTQP1+v5p0+sc0/6RMyvD1p0T/ebUfYQL3NP4yUySDMo84/j5TJIMyjzj+MlMkgzKPOP8D7y7elTNc/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"46682\"},\"selection_policy\":{\"id\":\"46681\"}},\"id\":\"46651\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"47374\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"45851\",\"type\":\"SaveTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47342\",\"type\":\"Line\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"46384\"},{\"id\":\"46416\"},{\"id\":\"46450\"},{\"id\":\"46486\"},{\"id\":\"46524\"},{\"id\":\"46564\"},{\"id\":\"46606\"},{\"id\":\"46650\"},{\"id\":\"46696\"},{\"id\":\"46744\"},{\"id\":\"46794\"},{\"id\":\"46846\"}]},\"id\":\"46354\",\"type\":\"Legend\"},{\"attributes\":{},\"id\":\"46308\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46653\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"46289\",\"type\":\"Title\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"46701\"}]},\"id\":\"46744\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"OOiA9mRn2j8WICYDPyraPyV4FeLO6tg/2VS9pRtU2z/yhKbZ6TLaP+XeoF+8Kt0/v+Ry9ioC3T/v1recFaDfP+GTcmpQluI/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"47374\"},\"selection_policy\":{\"id\":\"47373\"}},\"id\":\"47339\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"45611\"},\"glyph\":{\"id\":\"45612\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"45614\"},\"nonselection_glyph\":{\"id\":\"45613\"},\"view\":{\"id\":\"45616\"}},\"id\":\"45615\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"46307\",\"type\":\"PanTool\"},{\"attributes\":{\"overlay\":{\"id\":\"46313\"}},\"id\":\"46309\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"46681\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"46310\",\"type\":\"SaveTool\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"45273\"}]},\"id\":\"45298\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"45873\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"46311\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45272\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"45611\"}},\"id\":\"45616\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47341\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"46119\"}]},\"id\":\"46158\",\"type\":\"LegendItem\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"47393\"}]},\"id\":\"47440\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45612\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"47373\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"46313\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"46344\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"45644\",\"type\":\"Selection\"},{\"attributes\":{\"below\":[{\"id\":\"45246\"}],\"center\":[{\"id\":\"45249\"},{\"id\":\"45253\"}],\"height\":400,\"left\":[{\"id\":\"45250\"}],\"renderers\":[{\"id\":\"45273\"},{\"id\":\"45303\"},{\"id\":\"45335\"},{\"id\":\"45369\"},{\"id\":\"45405\"},{\"id\":\"45443\"},{\"id\":\"45483\"},{\"id\":\"45525\"},{\"id\":\"45569\"},{\"id\":\"45615\"},{\"id\":\"45663\"},{\"id\":\"45713\"}],\"right\":[{\"id\":\"45268\"}],\"title\":{\"id\":\"45761\"},\"toolbar\":{\"id\":\"45261\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"45238\"},\"x_scale\":{\"id\":\"45242\"},\"y_range\":{\"id\":\"45240\"},\"y_scale\":{\"id\":\"45244\"}},\"id\":\"45237\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45614\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"46345\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"45845\",\"type\":\"BasicTicker\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"ViLwm9xc5j/b+1ZlefblP/0VU8lcYOI/3NulqQrz4D/J6/yt+QbgPz9WlWEDwt4/Dh0BR+Oi3j8ZQJ04MenbP7l3Pj8kV9k/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"45644\"},\"selection_policy\":{\"id\":\"45643\"}},\"id\":\"45611\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45613\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"45663\"}]},\"id\":\"45708\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"45643\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"46697\"},\"glyph\":{\"id\":\"46698\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"46700\"},\"nonselection_glyph\":{\"id\":\"46699\"},\"view\":{\"id\":\"46702\"}},\"id\":\"46701\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"47514\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"45259\",\"type\":\"HelpTool\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46356\",\"type\":\"Line\"},{\"attributes\":{\"tools\":[{\"id\":\"45848\"},{\"id\":\"45849\"},{\"id\":\"45850\"},{\"id\":\"45851\"},{\"id\":\"45852\"},{\"id\":\"45853\"}]},\"id\":\"45855\",\"type\":\"Toolbar\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"46359\"}]},\"id\":\"46384\",\"type\":\"LegendItem\"},{\"attributes\":{\"tools\":[{\"id\":\"46340\"},{\"id\":\"46341\"},{\"id\":\"46342\"},{\"id\":\"46343\"},{\"id\":\"46344\"},{\"id\":\"46345\"}]},\"id\":\"46347\",\"type\":\"Toolbar\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"47389\"},\"glyph\":{\"id\":\"47390\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"47392\"},\"nonselection_glyph\":{\"id\":\"47391\"},\"view\":{\"id\":\"47394\"}},\"id\":\"47393\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"overlay\":{\"id\":\"45260\"}},\"id\":\"45256\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"45258\",\"type\":\"ResetTool\"},{\"attributes\":{\"source\":{\"id\":\"46697\"}},\"id\":\"46702\",\"type\":\"CDSView\"},{\"attributes\":{\"below\":[{\"id\":\"47520\"}],\"center\":[{\"id\":\"47523\"},{\"id\":\"47527\"}],\"height\":400,\"left\":[{\"id\":\"47524\"}],\"renderers\":[{\"id\":\"47547\"},{\"id\":\"47577\"},{\"id\":\"47609\"},{\"id\":\"47643\"},{\"id\":\"47679\"},{\"id\":\"47717\"},{\"id\":\"47757\"},{\"id\":\"47799\"},{\"id\":\"47843\"},{\"id\":\"47889\"},{\"id\":\"47937\"},{\"id\":\"47987\"}],\"right\":[{\"id\":\"47542\"}],\"title\":{\"id\":\"48035\"},\"toolbar\":{\"id\":\"47535\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"47512\"},\"x_scale\":{\"id\":\"47516\"},\"y_range\":{\"id\":\"47514\"},\"y_scale\":{\"id\":\"47518\"}},\"id\":\"47511\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45864\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46698\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"47389\"}},\"id\":\"47394\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47390\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"47518\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"46730\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"45875\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46700\",\"type\":\"Line\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"46346\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"47426\",\"type\":\"Selection\"},{\"attributes\":{\"child\":{\"id\":\"47509\"},\"title\":\"Essaouira\"},\"id\":\"47510\",\"type\":\"Panel\"},{\"attributes\":{},\"id\":\"45876\",\"type\":\"AllLabels\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"+1Rv7fzC4T8fdy/+UKLcP5sCIUdwV9k/YncbcyFu2D9idxtzIW7YP2J3G3Mhbtg/+dcUteAn0T/fxgz8/7nLP9/GDPz/ucs/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"46730\"},\"selection_policy\":{\"id\":\"46729\"}},\"id\":\"46697\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"46312\",\"type\":\"HelpTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47392\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"5RiJjwPT4z/P2KH3CATlP6Ga5lhe4uQ/9mgzhQFN5D93+D+rcEPgP4HdhdScCdo/iFQyX4UY1z+w8nOQAyvTP/5spdd5c84/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"47426\"},\"selection_policy\":{\"id\":\"47425\"}},\"id\":\"47389\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"47555\"},\"group\":null,\"major_label_policy\":{\"id\":\"47556\"},\"ticker\":{\"id\":\"47521\"}},\"id\":\"47520\",\"type\":\"DatetimeAxis\"},{\"attributes\":{},\"id\":\"45877\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"45298\"},{\"id\":\"45330\"},{\"id\":\"45364\"},{\"id\":\"45400\"},{\"id\":\"45438\"},{\"id\":\"45478\"},{\"id\":\"45520\"},{\"id\":\"45564\"},{\"id\":\"45610\"},{\"id\":\"45658\"},{\"id\":\"45708\"},{\"id\":\"45760\"}]},\"id\":\"45268\",\"type\":\"Legend\"},{\"attributes\":{},\"id\":\"47516\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46699\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"46749\"}]},\"id\":\"46794\",\"type\":\"LegendItem\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"46379\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"45659\"},\"glyph\":{\"id\":\"45660\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"45662\"},\"nonselection_glyph\":{\"id\":\"45661\"},\"view\":{\"id\":\"45664\"}},\"id\":\"45663\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"45878\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47391\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"46729\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"47448\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"47425\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"46355\"},\"glyph\":{\"id\":\"46356\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"46358\"},\"nonselection_glyph\":{\"id\":\"46357\"},\"view\":{\"id\":\"46360\"}},\"id\":\"46359\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"45659\"}},\"id\":\"45664\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45271\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"46300\",\"type\":\"BasicTicker\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45660\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"OHDnGNmC4j/PJLG5Js/ePziQQ1Qj3do/JVIg4nxX1z8RIBhs4Z3UP6hjlkcxqcw/zwPNSbIfzD+tmnzB19vEP1VDXY0+aco/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"46370\"},\"selection_policy\":{\"id\":\"46369\"}},\"id\":\"46355\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"axis\":{\"id\":\"46926\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"46929\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"45694\",\"type\":\"Selection\"},{\"attributes\":{\"below\":[{\"id\":\"46926\"}],\"center\":[{\"id\":\"46929\"},{\"id\":\"46933\"}],\"height\":400,\"left\":[{\"id\":\"46930\"}],\"renderers\":[{\"id\":\"46953\"},{\"id\":\"46983\"},{\"id\":\"47015\"},{\"id\":\"47049\"},{\"id\":\"47085\"},{\"id\":\"47123\"},{\"id\":\"47163\"},{\"id\":\"47205\"},{\"id\":\"47249\"},{\"id\":\"47295\"},{\"id\":\"47343\"},{\"id\":\"47393\"}],\"right\":[{\"id\":\"46948\"}],\"title\":{\"id\":\"47441\"},\"toolbar\":{\"id\":\"46941\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"46918\"},\"x_scale\":{\"id\":\"46922\"},\"y_range\":{\"id\":\"46920\"},\"y_scale\":{\"id\":\"46924\"}},\"id\":\"46917\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"46961\"},\"group\":null,\"major_label_policy\":{\"id\":\"46962\"},\"ticker\":{\"id\":\"46927\"}},\"id\":\"46926\",\"type\":\"DatetimeAxis\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45662\",\"type\":\"Line\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"45880\"},{\"id\":\"45881\"},{\"id\":\"45882\"},{\"id\":\"45883\"},{\"id\":\"45884\"},{\"id\":\"45885\"},{\"id\":\"45886\"},{\"id\":\"45887\"},{\"id\":\"45888\"},{\"id\":\"45889\"},{\"id\":\"45890\"},{\"id\":\"45891\"}]},\"id\":\"45841\",\"type\":\"DatetimeTicker\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"XdjKFZ0k4D8Nd/lBjhfdP63O5vtFDN0/ak4/3ySB3D/XTB6r2S7fP94hVDT98OA/64ccv+p35D+ji5+dOazkP9/GwMaq+OU/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"45694\"},\"selection_policy\":{\"id\":\"45693\"}},\"id\":\"45659\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"tools\":[{\"id\":\"46274\"},{\"id\":\"46275\"},{\"id\":\"46276\"},{\"id\":\"46277\"},{\"id\":\"46278\"},{\"id\":\"46279\"}]},\"id\":\"46281\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"46328\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"46297\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis\":{\"id\":\"46299\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"46302\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45661\",\"type\":\"Line\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"45880\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"axis\":{\"id\":\"46303\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"46306\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"46304\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"45693\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"45881\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"45269\"},\"glyph\":{\"id\":\"45270\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"45272\"},\"nonselection_glyph\":{\"id\":\"45271\"},\"view\":{\"id\":\"45274\"}},\"id\":\"45273\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"46745\"},\"glyph\":{\"id\":\"46746\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"46748\"},\"nonselection_glyph\":{\"id\":\"46747\"},\"view\":{\"id\":\"46750\"}},\"id\":\"46749\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"47572\"},{\"id\":\"47604\"},{\"id\":\"47638\"},{\"id\":\"47674\"},{\"id\":\"47712\"},{\"id\":\"47752\"},{\"id\":\"47794\"},{\"id\":\"47838\"},{\"id\":\"47884\"},{\"id\":\"47932\"},{\"id\":\"47982\"},{\"id\":\"48034\"}]},\"id\":\"47542\",\"type\":\"Legend\"},{\"attributes\":{\"source\":{\"id\":\"46355\"}},\"id\":\"46360\",\"type\":\"CDSView\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"45887\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"45240\",\"type\":\"DataRange1d\"},{\"attributes\":{\"axis\":{\"id\":\"47524\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"47527\",\"type\":\"Grid\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"45885\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"47450\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"45891\",\"type\":\"YearsTicker\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"45882\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"47441\",\"type\":\"Title\"},{\"attributes\":{\"source\":{\"id\":\"46745\"}},\"id\":\"46750\",\"type\":\"CDSView\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"45883\",\"type\":\"DaysTicker\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45270\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46358\",\"type\":\"Line\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"45884\",\"type\":\"DaysTicker\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"45872\"},\"group\":null,\"major_label_policy\":{\"id\":\"45873\"},\"ticker\":{\"id\":\"45845\"}},\"id\":\"45844\",\"type\":\"LinearAxis\"},{\"attributes\":{\"axis\":{\"id\":\"46336\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"46339\",\"type\":\"Grid\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"45886\",\"type\":\"DaysTicker\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"50512\"},\"group\":null,\"major_label_policy\":{\"id\":\"50513\"},\"ticker\":{\"id\":\"47459\"}},\"id\":\"47458\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46746\",\"type\":\"Line\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"45890\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"45888\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"47479\",\"type\":\"DataRange1d\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"50515\"},\"group\":null,\"major_label_policy\":{\"id\":\"50516\"},\"ticker\":{\"id\":\"47455\"}},\"id\":\"47454\",\"type\":\"LinearAxis\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"45889\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"47467\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"46780\",\"type\":\"Selection\"},{\"attributes\":{\"below\":[{\"id\":\"47454\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"47457\"},{\"id\":\"47461\"}],\"height\":40,\"left\":[{\"id\":\"47458\"}],\"outline_line_width\":0,\"title\":{\"id\":\"47444\"},\"toolbar\":{\"id\":\"47469\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"47446\"},\"x_scale\":{\"id\":\"47450\"},\"y_range\":{\"id\":\"47448\"},\"y_scale\":{\"id\":\"47452\"}},\"id\":\"47443\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"45838\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"45278\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"47444\",\"type\":\"Title\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46357\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46748\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"47455\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"47452\",\"type\":\"LinearScale\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"MuyjFdig1T9AyfCS7XDXP68OxpqeTdU/V6pA1wt61T+Lle5UWubWP4JMTVRU5tA/McqtRtO70j+jfFkIf1/FPxQj4PcFx8Q/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"46780\"},\"selection_policy\":{\"id\":\"46779\"}},\"id\":\"46745\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"axis\":{\"id\":\"47454\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"47457\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"45279\",\"type\":\"AllLabels\"},{\"attributes\":{\"axis\":{\"id\":\"47458\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"47461\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"47459\",\"type\":\"BasicTicker\"},{\"attributes\":{\"below\":[{\"id\":\"47487\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"47490\"},{\"id\":\"47494\"}],\"height\":40,\"left\":[{\"id\":\"47491\"}],\"outline_line_width\":0,\"title\":{\"id\":\"47477\"},\"toolbar\":{\"id\":\"47502\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"47479\"},\"x_scale\":{\"id\":\"47483\"},\"y_range\":{\"id\":\"47481\"},\"y_scale\":{\"id\":\"47485\"}},\"id\":\"47476\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"45892\"},{\"id\":\"45924\"},{\"id\":\"45958\"},{\"id\":\"45994\"},{\"id\":\"46032\"},{\"id\":\"46072\"},{\"id\":\"46114\"},{\"id\":\"46158\"},{\"id\":\"46204\"},{\"id\":\"46252\"}]},\"id\":\"45862\",\"type\":\"Legend\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46747\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46796\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"47463\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"source\":{\"id\":\"45709\"}},\"id\":\"45714\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"47462\",\"type\":\"PanTool\"},{\"attributes\":{\"overlay\":{\"id\":\"47468\"}},\"id\":\"47464\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"46779\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"below\":[{\"id\":\"45774\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"45777\"},{\"id\":\"45781\"}],\"height\":40,\"left\":[{\"id\":\"45778\"}],\"outline_line_width\":0,\"title\":{\"id\":\"45764\"},\"toolbar\":{\"id\":\"45789\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"45766\"},\"x_scale\":{\"id\":\"45770\"},\"y_range\":{\"id\":\"45768\"},\"y_scale\":{\"id\":\"45772\"}},\"id\":\"45763\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"47465\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"47466\",\"type\":\"ResetTool\"},{\"attributes\":{\"below\":[{\"id\":\"45840\"}],\"center\":[{\"id\":\"45843\"},{\"id\":\"45847\"}],\"height\":400,\"left\":[{\"id\":\"45844\"}],\"renderers\":[{\"id\":\"45867\"},{\"id\":\"45897\"},{\"id\":\"45929\"},{\"id\":\"45963\"},{\"id\":\"45999\"},{\"id\":\"46037\"},{\"id\":\"46077\"},{\"id\":\"46119\"},{\"id\":\"46163\"},{\"id\":\"46209\"}],\"right\":[{\"id\":\"45862\"}],\"title\":{\"id\":\"46253\"},\"toolbar\":{\"id\":\"45855\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"45832\"},\"x_scale\":{\"id\":\"45836\"},\"y_range\":{\"id\":\"45834\"},\"y_scale\":{\"id\":\"45838\"}},\"id\":\"45831\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"46326\",\"type\":\"DataRange1d\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"47468\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"45709\"},\"glyph\":{\"id\":\"45710\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"45712\"},\"nonselection_glyph\":{\"id\":\"45711\"},\"view\":{\"id\":\"45714\"}},\"id\":\"45713\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"IaqdIrmu6T+9UK4FsuvoPzmU1dTPrek/ZyeoBBlk5j8HTLbpdaHjP+tbobNB8+I/2wl96SYa4T//pChBHr/fPw41wlcOfuI/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"45284\"},\"selection_policy\":{\"id\":\"45283\"}},\"id\":\"45269\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"tools\":[{\"id\":\"47462\"},{\"id\":\"47463\"},{\"id\":\"47464\"},{\"id\":\"47465\"},{\"id\":\"47466\"},{\"id\":\"47467\"}]},\"id\":\"47469\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45710\",\"type\":\"Line\"},{\"attributes\":{\"axis\":{\"id\":\"45840\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"45843\",\"type\":\"Grid\"},{\"attributes\":{\"tools\":[{\"id\":\"46307\"},{\"id\":\"46308\"},{\"id\":\"46309\"},{\"id\":\"46310\"},{\"id\":\"46311\"},{\"id\":\"46312\"}]},\"id\":\"46314\",\"type\":\"Toolbar\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"45713\"}]},\"id\":\"45760\",\"type\":\"LegendItem\"},{\"attributes\":{\"child\":{\"id\":\"45829\"},\"title\":\"Al haouz\"},\"id\":\"45830\",\"type\":\"Panel\"},{\"attributes\":{\"axis\":{\"id\":\"45844\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"45847\",\"type\":\"Grid\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"46364\"},\"group\":null,\"major_label_policy\":{\"id\":\"46365\"},\"ticker\":{\"id\":\"46337\"}},\"id\":\"46336\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45711\",\"type\":\"Line\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"46966\"},{\"id\":\"46967\"},{\"id\":\"46968\"},{\"id\":\"46969\"},{\"id\":\"46970\"},{\"id\":\"46971\"},{\"id\":\"46972\"},{\"id\":\"46973\"},{\"id\":\"46974\"},{\"id\":\"46975\"},{\"id\":\"46976\"},{\"id\":\"46977\"}]},\"id\":\"46927\",\"type\":\"DatetimeTicker\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"QMxQqO/Y5D8JI1ujWI/lP6Wd/JauceY/yYXdJPxs4j/zq7V1Gy3dP3m5bRPgMtg/PXDUh9Vd0T/c9RYkdQ3KP1ZI5GcB3dA/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"45746\"},\"selection_policy\":{\"id\":\"45745\"}},\"id\":\"45709\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"45834\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"45836\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"47543\"},\"glyph\":{\"id\":\"47544\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"47546\"},\"nonselection_glyph\":{\"id\":\"47545\"},\"view\":{\"id\":\"47548\"}},\"id\":\"47547\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"47624\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"47605\"}},\"id\":\"47610\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"46852\",\"type\":\"DataRange1d\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"47477\",\"type\":\"Title\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"47605\"},\"glyph\":{\"id\":\"47606\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"47608\"},\"nonselection_glyph\":{\"id\":\"47607\"},\"view\":{\"id\":\"47610\"}},\"id\":\"47609\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47886\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"46795\"},\"glyph\":{\"id\":\"46796\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"46798\"},\"nonselection_glyph\":{\"id\":\"46797\"},\"view\":{\"id\":\"46800\"}},\"id\":\"46799\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"axis\":{\"id\":\"47491\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"47494\",\"type\":\"Grid\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"7Z7vvw4P3D/yUMED9u3XP506nB8fEN8/fqdk2PKo3j+SR7ouFK3dPzAKNwxIdt0/LxSIS2Tf2z9aZf1WoineP89jr5DwzuE/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"47624\"},\"selection_policy\":{\"id\":\"47623\"}},\"id\":\"47605\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"45281\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{},\"id\":\"47492\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"47869\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"50512\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"47870\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"48040\",\"type\":\"DataRange1d\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"47609\"}]},\"id\":\"47638\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"45282\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"47496\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"50524\"},\"group\":null,\"major_label_policy\":{\"id\":\"50525\"},\"ticker\":{\"id\":\"47492\"}},\"id\":\"47491\",\"type\":\"LinearAxis\"},{\"attributes\":{\"source\":{\"id\":\"46795\"}},\"id\":\"46800\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"46364\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"50513\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"47495\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"46931\",\"type\":\"BasicTicker\"},{\"attributes\":{\"overlay\":{\"id\":\"47501\"}},\"id\":\"47497\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"46365\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"50515\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"47498\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"47499\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47608\",\"type\":\"Line\"},{\"attributes\":{\"overlay\":{\"id\":\"46940\"}},\"id\":\"46936\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"47738\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"50516\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"46832\",\"type\":\"Selection\"},{\"attributes\":{\"child\":{\"id\":\"46915\"},\"title\":\"El kela\\u00e2 des sraghna\"},\"id\":\"46916\",\"type\":\"Panel\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"47552\"},\"group\":null,\"major_label_policy\":{\"id\":\"47553\"},\"ticker\":{\"id\":\"47525\"}},\"id\":\"47524\",\"type\":\"LinearAxis\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"47501\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"45283\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"46978\"},{\"id\":\"47010\"},{\"id\":\"47044\"},{\"id\":\"47080\"},{\"id\":\"47118\"},{\"id\":\"47158\"},{\"id\":\"47200\"},{\"id\":\"47244\"},{\"id\":\"47290\"},{\"id\":\"47338\"},{\"id\":\"47388\"},{\"id\":\"47440\"}]},\"id\":\"46948\",\"type\":\"Legend\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46798\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47607\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"1QqqynJzxT9tE5xoshzCPwo4HA3ki70/M0kASWPetj86SQBJY962PzNJAElj3rY/QUkASWPetj86SQBJY962PzpJAElj3rY/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"46832\"},\"selection_policy\":{\"id\":\"46831\"}},\"id\":\"46795\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"47643\"}]},\"id\":\"47674\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"46367\"},\"group\":null,\"major_label_policy\":{\"id\":\"46368\"},\"ticker\":{\"id\":\"46333\"}},\"id\":\"46332\",\"type\":\"DatetimeAxis\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"46799\"}]},\"id\":\"46846\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"47532\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"46330\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"46937\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"45284\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"45893\"}},\"id\":\"45898\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"46368\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"47623\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"45897\"}]},\"id\":\"45924\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"46934\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"46935\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"children\":[{\"id\":\"47443\"},{\"id\":\"46917\"},{\"id\":\"47476\"}]},\"id\":\"47509\",\"type\":\"Column\"},{\"attributes\":{},\"id\":\"46367\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46797\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"46058\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"45893\"},\"glyph\":{\"id\":\"45894\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"45896\"},\"nonselection_glyph\":{\"id\":\"45895\"},\"view\":{\"id\":\"45898\"}},\"id\":\"45897\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"46854\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"45910\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"46831\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"47885\"},\"glyph\":{\"id\":\"47886\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"47888\"},\"nonselection_glyph\":{\"id\":\"47887\"},\"view\":{\"id\":\"47890\"}},\"id\":\"47889\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45894\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45896\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"45910\"},\"selection_policy\":{\"id\":\"45909\"}},\"id\":\"45893\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"47885\"}},\"id\":\"47890\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"47528\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"46369\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"47529\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45895\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"46979\"}},\"id\":\"46984\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"46370\",\"type\":\"Selection\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"45929\"}]},\"id\":\"45958\",\"type\":\"LegendItem\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"46983\"}]},\"id\":\"47010\",\"type\":\"LegendItem\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"45286\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"50524\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"47918\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"45909\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"45287\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"47144\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"46979\"},\"glyph\":{\"id\":\"46980\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"46982\"},\"nonselection_glyph\":{\"id\":\"46981\"},\"view\":{\"id\":\"46984\"}},\"id\":\"46983\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"47483\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"47639\"},\"glyph\":{\"id\":\"47640\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"47642\"},\"nonselection_glyph\":{\"id\":\"47641\"},\"view\":{\"id\":\"47644\"}},\"id\":\"47643\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"50525\",\"type\":\"AllLabels\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"X/dume/X0z+YsTU/I3rLPyhKXxAG5bQ/tyf+KU9iqz94U3GZWiuUP1iu07WyF5Q/XN8Q7dfivj/LSanj/wHHP2sYFn1V7tE/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"47918\"},\"selection_policy\":{\"id\":\"47917\"}},\"id\":\"47885\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47888\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"47889\"}]},\"id\":\"47932\",\"type\":\"LegendItem\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"45291\",\"type\":\"DaysTicker\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"45293\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"50527\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"45297\",\"type\":\"YearsTicker\"},{\"attributes\":{},\"id\":\"46996\",\"type\":\"Selection\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"45288\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"47534\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46980\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"47639\"}},\"id\":\"47644\",\"type\":\"CDSView\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"45289\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"46887\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"50528\",\"type\":\"AllLabels\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"45290\",\"type\":\"DaysTicker\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"45292\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"46856\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46982\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47640\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47887\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"47937\"}]},\"id\":\"47982\",\"type\":\"LegendItem\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"45294\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"46847\",\"type\":\"Title\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"Ph8G4aSq2z866bohoEHYP2/1zqd9P9Y/M1Wca5ud0z86Z4GhNkfTPzpngaE2R9M/AXsTQe3+2j/nRBkphAPgP+rfvogGuOE/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"46996\"},\"selection_policy\":{\"id\":\"46995\"}},\"id\":\"46979\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"45296\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"47917\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"45295\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"50494\"},\"group\":null,\"major_label_policy\":{\"id\":\"50495\"},\"ticker\":{\"id\":\"46865\"}},\"id\":\"46864\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"47660\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"46885\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46981\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47642\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"50497\"},\"group\":null,\"major_label_policy\":{\"id\":\"50498\"},\"ticker\":{\"id\":\"46861\"}},\"id\":\"46860\",\"type\":\"LinearAxis\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"47015\"}]},\"id\":\"47044\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"46873\",\"type\":\"HelpTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"sSgbkR7k5z99BAtZMVfnP8oITo+tkOc/Ss3jVIs+5D+3/SWxmM/gPzlbMPX1xNk/KIGwJMfh3D9hPd/rlW3bP9ycZ79TNt4/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"47660\"},\"selection_policy\":{\"id\":\"47659\"}},\"id\":\"47639\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"below\":[{\"id\":\"46860\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"46863\"},{\"id\":\"46867\"}],\"height\":40,\"left\":[{\"id\":\"46864\"}],\"outline_line_width\":0,\"title\":{\"id\":\"46850\"},\"toolbar\":{\"id\":\"46875\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"46852\"},\"x_scale\":{\"id\":\"46856\"},\"y_range\":{\"id\":\"46854\"},\"y_scale\":{\"id\":\"46858\"}},\"id\":\"46849\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"46372\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"46995\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"46850\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"46861\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"47533\",\"type\":\"HelpTool\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"46373\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"46858\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis\":{\"id\":\"46860\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"46863\",\"type\":\"Grid\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"50527\"},\"group\":null,\"major_label_policy\":{\"id\":\"50528\"},\"ticker\":{\"id\":\"47488\"}},\"id\":\"47487\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47641\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"45925\"},\"glyph\":{\"id\":\"45926\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"45928\"},\"nonselection_glyph\":{\"id\":\"45927\"},\"view\":{\"id\":\"45930\"}},\"id\":\"45929\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"47481\",\"type\":\"DataRange1d\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"47679\"}]},\"id\":\"47712\",\"type\":\"LegendItem\"},{\"attributes\":{\"axis\":{\"id\":\"46864\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"46867\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"47500\",\"type\":\"HelpTool\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"46377\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"46865\",\"type\":\"BasicTicker\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"46374\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"46383\",\"type\":\"YearsTicker\"},{\"attributes\":{\"below\":[{\"id\":\"46893\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"46896\"},{\"id\":\"46900\"}],\"height\":40,\"left\":[{\"id\":\"46897\"}],\"outline_line_width\":0,\"title\":{\"id\":\"46883\"},\"toolbar\":{\"id\":\"46908\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"46885\"},\"x_scale\":{\"id\":\"46889\"},\"y_range\":{\"id\":\"46887\"},\"y_scale\":{\"id\":\"46891\"}},\"id\":\"46882\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"46375\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"47659\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"47488\",\"type\":\"BasicTicker\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"46376\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"47485\",\"type\":\"LinearScale\"},{\"attributes\":{\"source\":{\"id\":\"45925\"}},\"id\":\"45930\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"46869\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"axis\":{\"id\":\"47487\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"47490\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"46868\",\"type\":\"PanTool\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"46378\",\"type\":\"DaysTicker\"},{\"attributes\":{\"overlay\":{\"id\":\"46874\"}},\"id\":\"46870\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"46380\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"46382\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45926\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"46871\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"46872\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"50530\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"source\":{\"id\":\"47543\"}},\"id\":\"47548\",\"type\":\"CDSView\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"46381\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"47933\"},\"glyph\":{\"id\":\"47934\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"47936\"},\"nonselection_glyph\":{\"id\":\"47935\"},\"view\":{\"id\":\"47938\"}},\"id\":\"47937\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"50531\",\"type\":\"AllLabels\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"SmSSQzIY6D/T2fp35lvmP+G0M9d4uuQ/IlN1Z3Xb4j+GIA47ip7dP1K1FXmyttY/br1w8cm81z+I2OOI/MfYP4LItCmijNw/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"47558\"},\"selection_policy\":{\"id\":\"47557\"}},\"id\":\"47543\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"45944\",\"type\":\"Selection\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"46874\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"50509\"},\"group\":null,\"major_label_policy\":{\"id\":\"50510\"},\"ticker\":{\"id\":\"46894\"}},\"id\":\"46893\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45928\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"50533\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"46889\",\"type\":\"LinearScale\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"45944\"},\"selection_policy\":{\"id\":\"45943\"}},\"id\":\"45925\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"47933\"}},\"id\":\"47938\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"50534\",\"type\":\"AllLabels\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"50506\"},\"group\":null,\"major_label_policy\":{\"id\":\"50507\"},\"ticker\":{\"id\":\"46898\"}},\"id\":\"46897\",\"type\":\"LinearAxis\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"47011\"},\"glyph\":{\"id\":\"47012\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"47014\"},\"nonselection_glyph\":{\"id\":\"47013\"},\"view\":{\"id\":\"47016\"}},\"id\":\"47015\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"tools\":[{\"id\":\"47495\"},{\"id\":\"47496\"},{\"id\":\"47497\"},{\"id\":\"47498\"},{\"id\":\"47499\"},{\"id\":\"47500\"}]},\"id\":\"47502\",\"type\":\"Toolbar\"},{\"attributes\":{\"children\":[{\"id\":\"48037\"},{\"id\":\"47511\"},{\"id\":\"48070\"}]},\"id\":\"48103\",\"type\":\"Column\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47934\",\"type\":\"Line\"},{\"attributes\":{\"axis\":{\"id\":\"46893\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"46896\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45927\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"45963\"}]},\"id\":\"45994\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"47552\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"source\":{\"id\":\"47011\"}},\"id\":\"47016\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"47968\",\"type\":\"Selection\"},{\"attributes\":{\"overlay\":{\"id\":\"46907\"}},\"id\":\"46903\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"45943\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"47675\"},\"glyph\":{\"id\":\"47676\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"47678\"},\"nonselection_glyph\":{\"id\":\"47677\"},\"view\":{\"id\":\"47680\"}},\"id\":\"47679\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47012\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47936\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"46883\",\"type\":\"Title\"},{\"attributes\":{\"axis\":{\"id\":\"46897\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"46900\",\"type\":\"Grid\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"pTd8JitH4T96CEm6wefaPy4nvd3Qs9U/Vykl/WJj0T+FgedzVVjLPw5aGHUB/8c/km8sJdwexj8QbTdp2qLMP5JYk37v8dQ/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"47968\"},\"selection_policy\":{\"id\":\"47967\"}},\"id\":\"47933\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"46898\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"50458\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"source\":{\"id\":\"47675\"}},\"id\":\"47680\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"47030\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"46902\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"46901\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"50459\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47014\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47676\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"45848\",\"type\":\"PanTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47935\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"47987\"}]},\"id\":\"48034\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"47030\"},\"selection_policy\":{\"id\":\"47029\"}},\"id\":\"47011\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"50461\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"46907\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"47967\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"45849\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"46938\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"47698\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"46918\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"50462\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47546\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"45299\"}},\"id\":\"45304\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"45244\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47545\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"45303\"}]},\"id\":\"45330\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47013\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47678\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"47049\"}]},\"id\":\"47080\",\"type\":\"LegendItem\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"47547\"}]},\"id\":\"47572\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"46939\",\"type\":\"HelpTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"R+oeDXdUyT+udY9qhFfHP9WlfOaYaL0/tR0ea0OGqj9BuEKbWraqPzZW6Eg54K8/KOiKRtiuuT8Tm8tkvsvAP64cH40obcc/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"47698\"},\"selection_policy\":{\"id\":\"47697\"}},\"id\":\"47675\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"vo/ZqP8q6j8Zz7pY7ZTpP0E0z8/zvus/fbwGfjep6T/dj+rl7ynpP1DoxGWALug/0D+4IYU85j9Yu+UkEYPjPwZ6jfk86uQ/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"45464\"},\"selection_policy\":{\"id\":\"45463\"}},\"id\":\"45439\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"47029\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"45299\"},\"glyph\":{\"id\":\"45300\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"45302\"},\"nonselection_glyph\":{\"id\":\"45301\"},\"view\":{\"id\":\"45304\"}},\"id\":\"45303\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"47553\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"50542\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"45316\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47677\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"45959\"},\"glyph\":{\"id\":\"45960\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"45962\"},\"nonselection_glyph\":{\"id\":\"45961\"},\"view\":{\"id\":\"45964\"}},\"id\":\"45963\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45300\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"50543\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"47697\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45302\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"50545\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"TsIMFR780T9OwgwVHvzRP07CDBUe/NE/TsIMFR780T9OwgwVHvzRP7sEmyKLNtM/uwSbIos20z8yG8reFyDaP84v++0sWt4/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"45316\"},\"selection_policy\":{\"id\":\"45315\"}},\"id\":\"45299\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"45959\"}},\"id\":\"45964\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"50546\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45960\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45301\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"45335\"}]},\"id\":\"45364\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"47983\"},\"glyph\":{\"id\":\"47984\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"47986\"},\"nonselection_glyph\":{\"id\":\"47985\"},\"view\":{\"id\":\"47988\"}},\"id\":\"47987\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"45980\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"47512\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"45315\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"axis\":{\"id\":\"47520\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"47523\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"46924\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45962\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"46922\",\"type\":\"LinearScale\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"MbTnlho02z8XnL2hllXVPw6cvaGWVdU/EJy9oZZV1T8XnL2hllXVPxWcvaGWVdU/T+cjm6c32z+2/ybIFYvgP36WC2BUguM/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"45980\"},\"selection_policy\":{\"id\":\"45979\"}},\"id\":\"45959\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"46385\"}},\"id\":\"46390\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"47983\"}},\"id\":\"47988\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"46389\"}]},\"id\":\"46416\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"47045\"},\"glyph\":{\"id\":\"47046\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"47048\"},\"nonselection_glyph\":{\"id\":\"47047\"},\"view\":{\"id\":\"47050\"}},\"id\":\"47049\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"50470\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47984\",\"type\":\"Line\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"46940\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"46385\"},\"glyph\":{\"id\":\"46386\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"46388\"},\"nonselection_glyph\":{\"id\":\"46387\"},\"view\":{\"id\":\"46390\"}},\"id\":\"46389\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"50471\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45961\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"46906\",\"type\":\"HelpTool\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"45999\"}]},\"id\":\"46032\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"46904\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"46402\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"47045\"}},\"id\":\"47050\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"48020\",\"type\":\"Selection\"},{\"attributes\":{\"child\":{\"id\":\"48103\"},\"title\":\"Marrakech\"},\"id\":\"48104\",\"type\":\"Panel\"},{\"attributes\":{},\"id\":\"50473\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"45979\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46386\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"47713\"},\"glyph\":{\"id\":\"47714\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"47716\"},\"nonselection_glyph\":{\"id\":\"47715\"},\"view\":{\"id\":\"47718\"}},\"id\":\"47717\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47046\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47986\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"50474\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46388\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"/y1VofOm7D+vf8kpUMLsP5n5f4DLge8/2AqVQhhq7z/ZweME5AztP05kZAs58Os/wcTvxSt56z/5+Jw3fNrqPw9qye/qvuo/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"48020\"},\"selection_policy\":{\"id\":\"48019\"}},\"id\":\"47983\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"tools\":[{\"id\":\"47528\"},{\"id\":\"47529\"},{\"id\":\"47530\"},{\"id\":\"47531\"},{\"id\":\"47532\"},{\"id\":\"47533\"}]},\"id\":\"47535\",\"type\":\"Toolbar\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"uk+sUedu4D9E1NMCY9XaP+JLO3VpFdc/9mnNdc9X2j83RB1VQcrSPxfyMGmrg8k/F/IwaauDyT8e8jBpq4PJPxfyMGmrg8k/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"46402\"},\"selection_policy\":{\"id\":\"46401\"}},\"id\":\"46385\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"47713\"}},\"id\":\"47718\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"47066\",\"type\":\"Selection\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47544\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47048\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47714\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47985\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"48042\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"46905\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46387\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"1CkStncj3j+/62OLdbvdPx25kaK1qtc/CclOPbzkzj93J5WVSPbHPyyrOpOc48I/NKs6k5zjwj8+qzqTnOPCP0vEWf1bt70/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"47066\"},\"selection_policy\":{\"id\":\"47065\"}},\"id\":\"47045\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"46421\"}]},\"id\":\"46450\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"48019\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"45331\"},\"glyph\":{\"id\":\"45332\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"45334\"},\"nonselection_glyph\":{\"id\":\"45333\"},\"view\":{\"id\":\"45336\"}},\"id\":\"45335\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"47717\"}]},\"id\":\"47752\",\"type\":\"LegendItem\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"47560\"},{\"id\":\"47561\"},{\"id\":\"47562\"},{\"id\":\"47563\"},{\"id\":\"47564\"},{\"id\":\"47565\"},{\"id\":\"47566\"},{\"id\":\"47567\"},{\"id\":\"47568\"},{\"id\":\"47569\"},{\"id\":\"47570\"},{\"id\":\"47571\"}]},\"id\":\"47521\",\"type\":\"DatetimeTicker\"},{\"attributes\":{},\"id\":\"47555\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{},\"id\":\"46401\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47047\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47716\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"47556\",\"type\":\"AllLabels\"},{\"attributes\":{\"source\":{\"id\":\"45331\"}},\"id\":\"45336\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"47085\"}]},\"id\":\"47118\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"47525\",\"type\":\"BasicTicker\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"RH8kj5uj2D/3ICh9cpDTP4P52nwLi9I/zte+bC+B0z/tZmjVEbXNP74hRPanG8k/ZVH0OV4Tyj+IF+gywcXBP1eo8zZnEcQ/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"47738\"},\"selection_policy\":{\"id\":\"47737\"}},\"id\":\"47713\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"47065\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45332\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"b/yrlpCA3z+dtEUE7rrfP6Fijttq8Ns/3TzVwo6f1z/HQm7NMyXPP1hUgqq89sw/fMHj0dzZzz8uL6T9R7vPP3o72IzKyM0/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"46964\"},\"selection_policy\":{\"id\":\"46963\"}},\"id\":\"46949\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"tools\":[{\"id\":\"46868\"},{\"id\":\"46869\"},{\"id\":\"46870\"},{\"id\":\"46871\"},{\"id\":\"46872\"},{\"id\":\"46873\"}]},\"id\":\"46875\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47715\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"45995\"},\"glyph\":{\"id\":\"45996\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"45998\"},\"nonselection_glyph\":{\"id\":\"45997\"},\"view\":{\"id\":\"46000\"}},\"id\":\"45999\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"45350\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"47737\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"47557\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"47780\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45334\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"46894\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"46891\",\"type\":\"LinearScale\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"y1LS6psz4D9CsZFXB2LfP5dw5T0Dv9o/vsA1rQan1z/gdq6LhqjZP+B2rouGqNk/hRuRENwd4D81OGfmjRLiP1+ycCUmleI/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"45350\"},\"selection_policy\":{\"id\":\"45349\"}},\"id\":\"45331\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"50476\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"source\":{\"id\":\"45995\"}},\"id\":\"46000\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"47558\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"50477\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45996\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"48075\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45333\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"50479\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"axis\":{\"id\":\"46930\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"46933\",\"type\":\"Grid\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"45369\"}]},\"id\":\"45400\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"46958\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"48044\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"46018\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"50480\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"45349\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"46417\"},\"glyph\":{\"id\":\"46418\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"46420\"},\"nonselection_glyph\":{\"id\":\"46419\"},\"view\":{\"id\":\"46422\"}},\"id\":\"46421\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"48035\",\"type\":\"Title\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45998\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"50530\"},\"group\":null,\"major_label_policy\":{\"id\":\"50531\"},\"ticker\":{\"id\":\"48053\"}},\"id\":\"48052\",\"type\":\"LinearAxis\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"W4Fx8shG4D9bgXHyyEbgP1uBcfLIRuA/72NWb6fl4j8mb43thYTlPyZvje2FhOU/koyocKfl4j+Q0dLvhYTlPyK0t2xkI+g/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"46018\"},\"selection_policy\":{\"id\":\"46017\"}},\"id\":\"45995\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"48073\",\"type\":\"DataRange1d\"},{\"attributes\":{\"source\":{\"id\":\"46417\"}},\"id\":\"46422\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"46962\",\"type\":\"AllLabels\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"47081\"},\"glyph\":{\"id\":\"47082\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"47084\"},\"nonselection_glyph\":{\"id\":\"47083\"},\"view\":{\"id\":\"47086\"}},\"id\":\"47085\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"50533\"},\"group\":null,\"major_label_policy\":{\"id\":\"50534\"},\"ticker\":{\"id\":\"48049\"}},\"id\":\"48048\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46418\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"48061\",\"type\":\"HelpTool\"},{\"attributes\":{\"below\":[{\"id\":\"48048\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"48051\"},{\"id\":\"48055\"}],\"height\":40,\"left\":[{\"id\":\"48052\"}],\"outline_line_width\":0,\"title\":{\"id\":\"48038\"},\"toolbar\":{\"id\":\"48063\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"48040\"},\"x_scale\":{\"id\":\"48044\"},\"y_range\":{\"id\":\"48042\"},\"y_scale\":{\"id\":\"48046\"}},\"id\":\"48037\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"45281\"},\"group\":null,\"major_label_policy\":{\"id\":\"45282\"},\"ticker\":{\"id\":\"45247\"}},\"id\":\"45246\",\"type\":\"DatetimeAxis\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45997\",\"type\":\"Line\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"47560\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"48038\",\"type\":\"Title\"},{\"attributes\":{\"source\":{\"id\":\"47081\"}},\"id\":\"47086\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"48049\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"46017\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"47561\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"48046\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"46436\",\"type\":\"Selection\"},{\"attributes\":{\"axis\":{\"id\":\"48048\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"48051\",\"type\":\"Grid\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"47753\"},\"glyph\":{\"id\":\"47754\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"47756\"},\"nonselection_glyph\":{\"id\":\"47755\"},\"view\":{\"id\":\"47758\"}},\"id\":\"47757\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47082\",\"type\":\"Line\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"47565\",\"type\":\"DaysTicker\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"47567\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"axis\":{\"id\":\"48052\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"48055\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46420\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"47753\"}},\"id\":\"47758\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"48053\",\"type\":\"BasicTicker\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"47562\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"47571\",\"type\":\"YearsTicker\"},{\"attributes\":{\"below\":[{\"id\":\"48081\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"48084\"},{\"id\":\"48088\"}],\"height\":40,\"left\":[{\"id\":\"48085\"}],\"outline_line_width\":0,\"title\":{\"id\":\"48071\"},\"toolbar\":{\"id\":\"48096\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"48073\"},\"x_scale\":{\"id\":\"48077\"},\"y_range\":{\"id\":\"48075\"},\"y_scale\":{\"id\":\"48079\"}},\"id\":\"48070\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"yCkaGYwM5j+C7xjAWSDpP6m5UrN4Kuw/qLlSs3gq7D9Hrxo2GhvpP3v9RaTUG+Y/wDdH/QYI4z/1hXJrwQjgP3GA54jn6dk/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"46436\"},\"selection_policy\":{\"id\":\"46435\"}},\"id\":\"46417\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"46953\"}]},\"id\":\"46978\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46951\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"47104\",\"type\":\"Selection\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"47563\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"48057\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"47564\",\"type\":\"DaysTicker\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"47566\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"48056\",\"type\":\"PanTool\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"47570\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"46949\"},\"glyph\":{\"id\":\"46950\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"46952\"},\"nonselection_glyph\":{\"id\":\"46951\"},\"view\":{\"id\":\"46954\"}},\"id\":\"46953\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47084\",\"type\":\"Line\"},{\"attributes\":{\"overlay\":{\"id\":\"48062\"}},\"id\":\"48058\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"48059\",\"type\":\"SaveTool\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47754\",\"type\":\"Line\"},{\"attributes\":{\"overlay\":{\"id\":\"47534\"}},\"id\":\"47530\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46419\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"46949\"}},\"id\":\"46954\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"1tThYsBg0T8l9HpBlPfVP0k34YIOpdk/P8xigdfN3z83j679QRndP1KPWxWPCOI/dfXc5y6p4D+JAtt74vfeP9+XI5bJ/Nk/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"47104\"},\"selection_policy\":{\"id\":\"47103\"}},\"id\":\"47081\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"46455\"}]},\"id\":\"46486\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46952\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"48060\",\"type\":\"ResetTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"45365\"},\"glyph\":{\"id\":\"45366\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"45368\"},\"nonselection_glyph\":{\"id\":\"45367\"},\"view\":{\"id\":\"45370\"}},\"id\":\"45369\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"47569\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"label\":{\"value\":\"Manufacturing\"},\"renderers\":[{\"id\":\"47757\"}]},\"id\":\"47794\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"46435\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"tools\":[{\"id\":\"46901\"},{\"id\":\"46902\"},{\"id\":\"46903\"},{\"id\":\"46904\"},{\"id\":\"46905\"},{\"id\":\"46906\"}]},\"id\":\"46908\",\"type\":\"Toolbar\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"48062\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47083\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47756\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"50545\"},\"group\":null,\"major_label_policy\":{\"id\":\"50546\"},\"ticker\":{\"id\":\"48082\"}},\"id\":\"48081\",\"type\":\"LinearAxis\"},{\"attributes\":{\"source\":{\"id\":\"45365\"}},\"id\":\"45370\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"50488\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"48077\",\"type\":\"LinearScale\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"IHvxj24+5z8Dv+VjAQnlP/NXX8AcFeI/CAGAUDaX3z8kEkmRoAbYP7jCzqLUxdc/anfyQk6r0D/r+hRZE8rDPz5bRQgQVMw/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"47780\"},\"selection_policy\":{\"id\":\"47779\"}},\"id\":\"47753\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"46958\"},\"group\":null,\"major_label_policy\":{\"id\":\"46959\"},\"ticker\":{\"id\":\"46931\"}},\"id\":\"46930\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"47103\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45366\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"50489\",\"type\":\"AllLabels\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"50542\"},\"group\":null,\"major_label_policy\":{\"id\":\"50543\"},\"ticker\":{\"id\":\"48086\"}},\"id\":\"48085\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"50491\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47755\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"46033\"},\"glyph\":{\"id\":\"46034\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"46036\"},\"nonselection_glyph\":{\"id\":\"46035\"},\"view\":{\"id\":\"46038\"}},\"id\":\"46037\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"axis\":{\"id\":\"48081\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"48084\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"46959\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"50492\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"45386\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"47779\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47842\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45368\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"OogrAOih6D950iyeMrvqP/H1r+jZHu4/W/np7UgB7j++IjTfIP7sP3bRxsRmA+0/qbx0LrTG6z8zmfHjDGPoP5g2iSuUquk/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"45386\"},\"selection_policy\":{\"id\":\"45385\"}},\"id\":\"45365\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"46033\"}},\"id\":\"46038\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"48071\",\"type\":\"Title\"},{\"attributes\":{\"axis\":{\"id\":\"48085\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"48088\",\"type\":\"Grid\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46034\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"48086\",\"type\":\"BasicTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45367\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"48090\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"45405\"}]},\"id\":\"45438\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"48089\",\"type\":\"PanTool\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"46037\"}]},\"id\":\"46072\",\"type\":\"LegendItem\"},{\"attributes\":{\"overlay\":{\"id\":\"48095\"}},\"id\":\"48091\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"48092\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"45385\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"46451\"},\"glyph\":{\"id\":\"46452\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"46454\"},\"nonselection_glyph\":{\"id\":\"46453\"},\"view\":{\"id\":\"46456\"}},\"id\":\"46455\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46036\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"48093\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"46961\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"0TTHrZyS5T+fTSht7rbkP8defGI3oeg/g0Q+dTKl5D+onr4D5EziP7TVJVfwluE/dvnU2VRc3j9t+dTZVFzeP3dv06buD+A/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"46058\"},\"selection_policy\":{\"id\":\"46057\"}},\"id\":\"46033\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"46451\"}},\"id\":\"46456\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"47119\"},\"glyph\":{\"id\":\"47120\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"47122\"},\"nonselection_glyph\":{\"id\":\"47121\"},\"view\":{\"id\":\"47124\"}},\"id\":\"47123\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"48095\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46452\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46035\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"47119\"}},\"id\":\"47124\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"46057\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"46100\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"46472\",\"type\":\"Selection\"},{\"attributes\":{\"tools\":[{\"id\":\"46934\"},{\"id\":\"46935\"},{\"id\":\"46936\"},{\"id\":\"46937\"},{\"id\":\"46938\"},{\"id\":\"46939\"}]},\"id\":\"46941\",\"type\":\"Toolbar\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"47795\"},\"glyph\":{\"id\":\"47796\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"47798\"},\"nonselection_glyph\":{\"id\":\"47797\"},\"view\":{\"id\":\"47800\"}},\"id\":\"47799\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47120\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"50494\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46454\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"47795\"}},\"id\":\"47800\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"50495\",\"type\":\"AllLabels\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"1epzUpPe4D8pa8qiYgXePyng/ut8uuA/kdpPMoCO4D8AmpJjW77ZPwrdlvRPq9U/Ct2W9E+r1T+YR7T2E2PZP6efJdMkTuA/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"46472\"},\"selection_policy\":{\"id\":\"46471\"}},\"id\":\"46451\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46950\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"47123\"}]},\"id\":\"47158\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"50497\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47122\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47796\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"47799\"}]},\"id\":\"47838\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"50498\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46453\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"rXGQsrmr4j/2aB3OKrnhP3TjLxz30ds/B/PcfHEV1z8WUQx3Y1DRP34GTOeS/9I/+V7CnuSI0T8Uxqv9MOvUPzFmFQar4dI/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"47144\"},\"selection_policy\":{\"id\":\"47143\"}},\"id\":\"47119\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"46491\"}]},\"id\":\"46524\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"45401\"},\"glyph\":{\"id\":\"45402\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"45404\"},\"nonselection_glyph\":{\"id\":\"45403\"},\"view\":{\"id\":\"45406\"}},\"id\":\"45405\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"46471\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"47824\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"46963\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47121\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47798\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"45401\"}},\"id\":\"45406\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"46964\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"CVhs59br6T8KgELwFUjpP1is+ZgGruc/lahI0Jf05j9I0zJKBkjjP45CabGZPd4/0ZfjZAs03z+fIa/zLqffP/aJef7sJ+E/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"47824\"},\"selection_policy\":{\"id\":\"47823\"}},\"id\":\"47795\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"47143\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"47573\"}},\"id\":\"47578\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45402\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"47577\"}]},\"id\":\"47604\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"47573\"},\"glyph\":{\"id\":\"47574\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"47576\"},\"nonselection_glyph\":{\"id\":\"47575\"},\"view\":{\"id\":\"47578\"}},\"id\":\"47577\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47797\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"46073\"},\"glyph\":{\"id\":\"46074\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"46076\"},\"nonselection_glyph\":{\"id\":\"46075\"},\"view\":{\"id\":\"46078\"}},\"id\":\"46077\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"47839\"},\"glyph\":{\"id\":\"47840\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"47842\"},\"nonselection_glyph\":{\"id\":\"47841\"},\"view\":{\"id\":\"47844\"}},\"id\":\"47843\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"45424\",\"type\":\"Selection\"},{\"attributes\":{\"tools\":[{\"id\":\"48089\"},{\"id\":\"48090\"},{\"id\":\"48091\"},{\"id\":\"48092\"},{\"id\":\"48093\"},{\"id\":\"48094\"}]},\"id\":\"48096\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"47590\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"46073\"}},\"id\":\"46078\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"47823\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45404\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47574\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"XiL4ceoH4j87s0kfUa7hPwig0SNlIuU/ZhdYHw+T5T8yBOAjIwfpPxMEqApjMek/nsDs+fYA7T9vRcewZi3tP/Ir/P6p9+0/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"45424\"},\"selection_policy\":{\"id\":\"45423\"}},\"id\":\"45401\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47576\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46074\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46116\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"I8I/QD0n4z9Yj2nxRAjiP1UypM35YuQ//n6uRRA44j+tA9XwbtfdP5Gnqj9cb9w/EcjBNRCH3z8Z2OWd2H3hP9a0nxvWyuI/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"47590\"},\"selection_policy\":{\"id\":\"47589\"}},\"id\":\"47573\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45403\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"46077\"}]},\"id\":\"46114\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"45423\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"46487\"},\"glyph\":{\"id\":\"46488\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"46490\"},\"nonselection_glyph\":{\"id\":\"46489\"},\"view\":{\"id\":\"46492\"}},\"id\":\"46491\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47575\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46076\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47606\",\"type\":\"Line\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"46966\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"50506\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"cM6gsvbc4z/KfR2Y1M3kP3iH48OjIeQ/HZKrZuFZ5T89C4D+rarhP9Ao7isyi90/4BBa8+wl1z/i8pnrIZ3cP2kj0nYWYNk/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"46100\"},\"selection_policy\":{\"id\":\"46099\"}},\"id\":\"46073\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"47589\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"46967\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"source\":{\"id\":\"46487\"}},\"id\":\"46492\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"50507\",\"type\":\"AllLabels\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"47159\"},\"glyph\":{\"id\":\"47160\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"47162\"},\"nonselection_glyph\":{\"id\":\"47161\"},\"view\":{\"id\":\"47164\"}},\"id\":\"47163\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"46973\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"46971\",\"type\":\"DaysTicker\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46488\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"50509\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"source\":{\"id\":\"47159\"}},\"id\":\"47164\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46075\",\"type\":\"Line\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"46968\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"46977\",\"type\":\"YearsTicker\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"46969\",\"type\":\"DaysTicker\"},{\"attributes\":{\"tools\":[{\"id\":\"48056\"},{\"id\":\"48057\"},{\"id\":\"48058\"},{\"id\":\"48059\"},{\"id\":\"48060\"},{\"id\":\"48061\"}]},\"id\":\"48063\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"50510\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"46099\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"46970\",\"type\":\"DaysTicker\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"46972\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"46510\",\"type\":\"Selection\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"46976\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47160\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"47839\"}},\"id\":\"47844\",\"type\":\"CDSView\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"46974\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47202\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"48094\",\"type\":\"HelpTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46490\",\"type\":\"Line\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"46975\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"46510\"},\"selection_policy\":{\"id\":\"46509\"}},\"id\":\"46487\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"48082\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"48079\",\"type\":\"LinearScale\"},{\"attributes\":{\"label\":{\"value\":\"Manufacturing\"},\"renderers\":[{\"id\":\"47163\"}]},\"id\":\"47200\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47162\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47840\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46489\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"w+PggD992z+Wns0XcADWP5SezRdwANY/Z1m6rqCD0D9nWbquoIPQP2dZuq6gg9A/Z1m6rqCD0D+RVi7CBZLIP5FWLsIFksg/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"47186\"},\"selection_policy\":{\"id\":\"47185\"}},\"id\":\"47159\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"45238\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"46526\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"47843\"}]},\"id\":\"47884\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"46509\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"45440\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47161\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"47841\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]},\"y\":{\"__ndarray__\":\"BTXYt+mo6j9JBXnoIhXuP/YrmekHre4/LnII3aph7T8DPS6jMrDsP3hyW6Z5z+s/8uc7prLM6z8NuuwPf3XpP7+nq2GpGOk/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[9]}},\"selected\":{\"id\":\"47870\"},\"selection_policy\":{\"id\":\"47869\"}},\"id\":\"47839\",\"type\":\"ColumnDataSource\"}],\"root_ids\":[\"48105\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.3\"}};\n const render_items = [{\"docid\":\"376f8115-be53-481b-af00-96c5c5ac471f\",\"root_ids\":[\"48105\"],\"roots\":{\"48105\":\"c3e25ae4-e86a-4d53-8805-0e9d88f82ee4\"}}];\n root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n }\n if (root.Bokeh !== undefined) {\n embed_document(root);\n } else {\n let attempts = 0;\n const timer = setInterval(function(root) {\n if (root.Bokeh !== undefined) {\n clearInterval(timer);\n embed_document(root);\n } else {\n attempts++;\n if (attempts > 100) {\n clearInterval(timer);\n console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n }\n }\n }, 10, root)\n }\n})(window);", + "application/javascript": "(function(root) {\n function embed_document(root) {\n const docs_json = {\"3ab25d44-5507-4547-a325-b4292b074fbb\":{\"defs\":[],\"roots\":{\"references\":[{\"attributes\":{\"sizing_mode\":\"scale_both\",\"tabs\":[{\"id\":\"16560\"},{\"id\":\"17052\"},{\"id\":\"17646\"},{\"id\":\"18240\"},{\"id\":\"18834\"}]},\"id\":\"18835\",\"type\":\"Tabs\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"16689\"},\"glyph\":{\"id\":\"16690\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"16692\"},\"nonselection_glyph\":{\"id\":\"16691\"},\"view\":{\"id\":\"16694\"}},\"id\":\"16693\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16296\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"16935\"}},\"id\":\"16940\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"17582\",\"type\":\"DataRange1d\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"16939\"}]},\"id\":\"16982\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"17632\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"16988\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"17636\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"19888\",\"type\":\"AllLabels\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"17337\"},\"glyph\":{\"id\":\"17338\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"17340\"},\"nonselection_glyph\":{\"id\":\"17339\"},\"view\":{\"id\":\"17342\"}},\"id\":\"17341\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"17074\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"16279\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"16496\",\"type\":\"DataRange1d\"},{\"attributes\":{\"source\":{\"id\":\"16689\"}},\"id\":\"16694\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"16583\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"18770\",\"type\":\"DataRange1d\"},{\"attributes\":{\"source\":{\"id\":\"17337\"}},\"id\":\"17342\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"17070\",\"type\":\"PanTool\"},{\"attributes\":{\"overlay\":{\"id\":\"17076\"}},\"id\":\"17072\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"17631\",\"type\":\"PanTool\"},{\"attributes\":{\"overlay\":{\"id\":\"17637\"}},\"id\":\"17633\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"18176\",\"type\":\"DataRange1d\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"18713\"},\"glyph\":{\"id\":\"18714\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"18716\"},\"nonselection_glyph\":{\"id\":\"18715\"},\"view\":{\"id\":\"18718\"}},\"id\":\"18717\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"17073\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"16990\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"17634\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"17635\",\"type\":\"ResetTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"18021\"},\"glyph\":{\"id\":\"18022\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"18024\"},\"nonselection_glyph\":{\"id\":\"18023\"},\"view\":{\"id\":\"18026\"}},\"id\":\"18025\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"16968\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"16593\"},\"glyph\":{\"id\":\"16594\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"16596\"},\"nonselection_glyph\":{\"id\":\"16595\"},\"view\":{\"id\":\"16598\"}},\"id\":\"16597\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"16788\",\"type\":\"Selection\"},{\"attributes\":{\"children\":[{\"id\":\"16985\"},{\"id\":\"16561\"},{\"id\":\"17018\"}]},\"id\":\"17051\",\"type\":\"Column\"},{\"attributes\":{},\"id\":\"16967\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"18713\"}},\"id\":\"18718\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"16710\",\"type\":\"Selection\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"17637\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"source\":{\"id\":\"18021\"}},\"id\":\"18026\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"18285\"},\"group\":null,\"major_label_policy\":{\"id\":\"18286\"},\"ticker\":{\"id\":\"18251\"}},\"id\":\"18250\",\"type\":\"DatetimeAxis\"},{\"attributes\":{\"source\":{\"id\":\"16593\"}},\"id\":\"16598\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16692\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16596\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"MbTnlho02z8XnL2hllXVPw6cvaGWVdU/EJy9oZZV1T8XnL2hllXVPxWcvaGWVdU/T+cjm6c32z+2/ybIFYvgP36WC2BUguM/g5YLYFSC4z+ClgtgVILjP4KWC2BUguM/gZYLYFSC4z/icFjjS5HgP6bJhtETRNs/EJy9oZZV1T8QnL2hllXVPw6cvaGWVdU/F5y9oZZV1T8XnL2hllXVPyD0YjNcMNs/JfRiM1ww2z8c9GIzXDDbPxX0YjNcMNs/HvRiM1ww2z8e9GIzXDDbPyL0YjNcMNs/F5y9oZZV1T8RnL2hllXVPxWcvaGWVdU/Cpy9oZZV1T8RnL2hllXVPxWcvaGWVdU/EZy9oZZV1T8QnL2hllXVPxWcvaGWVdU/Cpy9oZZV1T8OnL2hllXVPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"16710\"},\"selection_policy\":{\"id\":\"16709\"}},\"id\":\"16689\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"17366\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16595\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"16693\"}]},\"id\":\"16724\",\"type\":\"LegendItem\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"16597\"}]},\"id\":\"16622\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17340\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"Jk1LmixY5T8fY7hUaLfhPwop54qBxt4/KXHhdLz63D9yS6wkeVvcP3j2+1wVEtg/rxtGWRZC2T/jnrrM0YHcP3HVTzpDQ+A/37tDxklH4j8/5JWodl7iP7G5oOUlQ+E/BVinkvn64T/NpP9hIXnjP/oZq7qiCuM/sS7/6kEI5T/rlEP+7JDkP0ehuEP96uM/QsyheHJ75D9fhxhZB2nkP9rvA9VYWuM/YD34FKXo4D/LqQmGdNHdP+3xxobQ/d0/gs61BkS34D8ibG/fqsLgPzif+spsl+A/YtYwxR253D+NVYmDpL7fP85QgqUMad4/MlxH7IcP2T9yK8OESCHTPxK3bJPQ1dQ/dzFUKsv40z/052lSrVzYP/0954BiQtg/wk/GeMDv1z/UpWqS9cXXPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"17366\"},\"selection_policy\":{\"id\":\"17365\"}},\"id\":\"17337\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"18750\",\"type\":\"Selection\"},{\"attributes\":{\"child\":{\"id\":\"18833\"},\"title\":\"Marrakech\"},\"id\":\"18834\",\"type\":\"Panel\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"17341\"}]},\"id\":\"17380\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"18468\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"18054\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"18443\"},\"glyph\":{\"id\":\"18444\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"18446\"},\"nonselection_glyph\":{\"id\":\"18445\"},\"view\":{\"id\":\"18448\"}},\"id\":\"18447\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16691\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18716\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"16729\"}]},\"id\":\"16762\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"/y1VofOm7D+vf8kpUMLsP5n5f4DLge8/2AqVQhhq7z/ZweME5AztP05kZAs58Os/wcTvxSt56z/5+Jw3fNrqPw9qye/qvuo/KN5911ME6j9+AJMayDXqP8AxqjOkmek/q4nJyW/E5j/LMRN0oLLmP5UIV5v2uOU/Z5Zw8++v5T+Bn1PReRvlPzFdznk+w+Q/JccIUzC/5D9WQEP59KTkP+PdPAIwBOQ/RaRnUYcM5D+3yx6mslTjP+iMpuiFLeM/H2kOHmFs4z8GwCiSeSfjPz29J3NcguM/VdaI4+j64z97HzNc9NPjP9bW9cxT9+M/txoj0AeC4j9hAFIvhcHhP4x8uaJ0wuE/O++tWLJG4T9sq5E2xmLgPyLY90xM+t0/1L2OIylV3D9uDg0YT/PdPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"18750\"},\"selection_policy\":{\"id\":\"18749\"}},\"id\":\"18713\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18024\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"18717\"}]},\"id\":\"18764\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"WR7UKnk/1z/e77U9pzTXP7kPRZYQgdU/lqjlAIU+0j+0L1ydBGfRP94brOPpTNM/Emn1YyMD2z9hxwoSkwHdP0jgcs0MFt8/Ijcjsu7Q3T9n8/qKDhngP1mffcxfGt4/r9dobYgq3z+ynm3Hq+zYP6J187WqF9c/1eyo8Ugq3D/ZP3DVJhPdP2l2lG0uFNk/quUB8qOY2T+SfHCqF//TPwL/eqOShdk/fz0b7NRD2j9xbvjNjdPZP5EwR1SzQto/L/zbUiyJ4D8fkic6fKHhP9DnTHmzdOQ/sRs47JDk4j8mPGhSYvflP0cZG9K8MOI/NgnHtVFM3z8KxZX5fUXdPwDPJGhWxdo/vsE2tn8Z2T/I+9vZE9/ZP1LhUz/kS9M/dfqsyy/x0z/yD5RCwZ7aPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"18054\"},\"selection_policy\":{\"id\":\"18053\"}},\"id\":\"18021\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"16709\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17339\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"18025\"}]},\"id\":\"18068\",\"type\":\"LegendItem\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"17385\"}]},\"id\":\"17426\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"18443\"}},\"id\":\"18448\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"17365\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"16295\"},\"glyph\":{\"id\":\"16296\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"16298\"},\"nonselection_glyph\":{\"id\":\"16297\"},\"view\":{\"id\":\"16300\"}},\"id\":\"16299\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18715\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"18772\",\"type\":\"DataRange1d\"},{\"attributes\":{\"axis\":{\"id\":\"17660\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"17663\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18023\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"18073\"}]},\"id\":\"18118\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"18749\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"17023\",\"type\":\"DataRange1d\"},{\"attributes\":{\"source\":{\"id\":\"16295\"}},\"id\":\"16300\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"18447\"}]},\"id\":\"18482\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"+Ek3RICP4z+KYuGLAlLhP81HGxLuqeU/mF5gEgvD5T9KSbIRm0zlP91lYaP5deU/SS94pOWT4z/JJCdgKVflP7Conbp3SOc/OihDsTfq4z9LynsMG/fkP/2+2QER3OQ/EXdkrpEp4j9dkfKX0mLgP8XQh677r9o/13/Vbkkk2T/BGfahxJ/dPz5Sw2Y189Y/T2vzmKln1j+t038oRazXPx9viicI7Ns/T2YondUl2z+/lJgVKHHXP0cxuehVAtE/imE92ggV1D/FbUlyCw/RP9H1fHJY2NA/ok9KB4to0T9vqK3QrYrSP+bJRohEBtU/pQwO7hiA1z+IHmBAqXLVPy2uHXdmttQ/7vJrDZ/D1D86Ige9WmzOP813peGKRdE/jrAsltbY0j9rW91KZJTUPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"16608\"},\"selection_policy\":{\"id\":\"16607\"}},\"id\":\"16593\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"18053\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"16992\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"16605\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"18290\"},{\"id\":\"18291\"},{\"id\":\"18292\"},{\"id\":\"18293\"},{\"id\":\"18294\"},{\"id\":\"18295\"},{\"id\":\"18296\"},{\"id\":\"18297\"},{\"id\":\"18298\"},{\"id\":\"18299\"},{\"id\":\"18300\"},{\"id\":\"18301\"}]},\"id\":\"18251\",\"type\":\"DatetimeTicker\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18446\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"16983\",\"type\":\"Title\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"RH8kj5uj2D/3ICh9cpDTP4P52nwLi9I/zte+bC+B0z/tZmjVEbXNP74hRPanG8k/ZVH0OV4Tyj+IF+gywcXBP1eo8zZnEcQ/CCQGf5tbzD/2ZdBQ8xDJP725w3U/DNA/MIwzvTpu0D+xM9+hEhPLP+Dg1pJs780/ylOtXZDw0z/9uAK6kJHTPwB4r93OINg/RaFjXyMQ1z/JMHae1W/XP3tfuZGZBdw/4AT6OwlF2T9swyVd2mzUP4ZrZORI+NA/TX6NrdaayT9pfGY49snIPwRsngxlC8k/unCz8BHswT8Efbmjc7LDP5KGnNnxGcI/UBg58AYexD92g3pg0evFPykr2O7jPME/0rbkxUHpvj9JMIE5RRLCP2BIgQRI9MM/660denb3wz8TKCbsEbPDPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"18468\"},\"selection_policy\":{\"id\":\"18467\"}},\"id\":\"18443\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"16584\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"19818\"},\"group\":null,\"major_label_policy\":{\"id\":\"19819\"},\"ticker\":{\"id\":\"17001\"}},\"id\":\"17000\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"16326\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"17665\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"19821\"},\"group\":null,\"major_label_policy\":{\"id\":\"19822\"},\"ticker\":{\"id\":\"16997\"}},\"id\":\"16996\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16298\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18445\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"vhds82BW3j++F2zzYFbeP74XbPNgVt4/vhds82BW3j/DJI7S5vjhP8UkjtLm+OE/xSSO0ub44T/DJI7S5vjhP8UkjtLm+OE/wySO0ub44T/FJI7S5vjhP74XbPNgVt4/vhds82BW3j++F2zzYFbeP74XbPNgVt4/vhds82BW3j8FN3hksvjhPwU3eGSy+OE/Bjd4ZLL44T/qT1C9aMbkP+pPUL1oxuQ/BTd4ZLL44T8GN3hksvjhP74XbPNgVt4/vhds82BW3j++F2zzYFbeP/Tlu0H0utg/9OW7QfS62D/05btB9LrYP/Tlu0H0utg/9OW7QfS62D/05btB9LrYP/Tlu0H0utg/9OW7QfS62D/05btB9LrYP/Tlu0H0utg/9OW7QfS62D/05btB9LrYPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"16326\"},\"selection_policy\":{\"id\":\"16325\"}},\"id\":\"16295\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"17009\",\"type\":\"HelpTool\"},{\"attributes\":{\"below\":[{\"id\":\"16996\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"16999\"},{\"id\":\"17003\"}],\"height\":40,\"left\":[{\"id\":\"17000\"}],\"outline_line_width\":0,\"title\":{\"id\":\"16986\"},\"toolbar\":{\"id\":\"17011\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"16988\"},\"x_scale\":{\"id\":\"16992\"},\"y_range\":{\"id\":\"16990\"},\"y_scale\":{\"id\":\"16994\"}},\"id\":\"16985\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"16299\"}]},\"id\":\"16340\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"18467\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"18510\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"16986\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"16997\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"16994\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"16725\"},\"glyph\":{\"id\":\"16726\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"16728\"},\"nonselection_glyph\":{\"id\":\"16727\"},\"view\":{\"id\":\"16730\"}},\"id\":\"16729\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"axis\":{\"id\":\"16996\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"16999\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16297\",\"type\":\"Line\"},{\"attributes\":{\"axis\":{\"id\":\"17000\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"17003\",\"type\":\"Grid\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"16345\"}]},\"id\":\"16388\",\"type\":\"LegendItem\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"17670\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"17381\"},\"glyph\":{\"id\":\"17382\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"17384\"},\"nonselection_glyph\":{\"id\":\"17383\"},\"view\":{\"id\":\"17386\"}},\"id\":\"17385\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"17001\",\"type\":\"BasicTicker\"},{\"attributes\":{\"children\":[{\"id\":\"18173\"},{\"id\":\"17647\"},{\"id\":\"18206\"}]},\"id\":\"18239\",\"type\":\"Column\"},{\"attributes\":{\"source\":{\"id\":\"16725\"}},\"id\":\"16730\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"16325\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"18805\",\"type\":\"DataRange1d\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"b/yrlpCA3z+dtEUE7rrfP6Fijttq8Ns/3TzVwo6f1z/HQm7NMyXPP1hUgqq89sw/fMHj0dzZzz8uL6T9R7vPP3o72IzKyM0/MFMnR9lCxz/C8NF1hMfLPwh6aOGvGMs/DDT5QGM3yz9ohEQ71vXAPwiHnQjX+cc/g6Dq+rQs0j9L3Ucmz0DZPyolvmq3NdY/Ar7H983c2D+gCI8s/E7YP9T10yIJ/d4/SB7O5iNj3D/33pFkL5/aP3s3jkOmJdg/vqCtgZWz3z8GLCzyXPncP40KyaoqE90/63CylhJ83D+UsIio1G3fP2nawR5hY9s/TxduJJDt2D99dAzzl0DRP517U+juNNI/zgBI61RL0j84aHe47evQPwhj2IR47M0/1uq6r2jzyz9LEH8E8XHLPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"17694\"},\"selection_policy\":{\"id\":\"17693\"}},\"id\":\"17679\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"17005\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"18774\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"17004\",\"type\":\"PanTool\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16726\",\"type\":\"Line\"},{\"attributes\":{\"overlay\":{\"id\":\"17010\"}},\"id\":\"17006\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"source\":{\"id\":\"17381\"}},\"id\":\"17386\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"17067\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"17060\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"18069\"},\"glyph\":{\"id\":\"18070\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"18072\"},\"nonselection_glyph\":{\"id\":\"18071\"},\"view\":{\"id\":\"18074\"}},\"id\":\"18073\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"18765\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"17007\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"17008\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17382\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"17056\",\"type\":\"DataRange1d\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"19872\"},\"group\":null,\"major_label_policy\":{\"id\":\"19873\"},\"ticker\":{\"id\":\"18783\"}},\"id\":\"18782\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"16748\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"18215\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"18803\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"16603\",\"type\":\"AllLabels\"},{\"attributes\":{\"axis\":{\"id\":\"17066\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"17069\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16728\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"18069\"}},\"id\":\"18074\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"19875\"},\"group\":null,\"major_label_policy\":{\"id\":\"19876\"},\"ticker\":{\"id\":\"18779\"}},\"id\":\"18778\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"17669\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"17691\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"W4Fx8shG4D9bgXHyyEbgP1uBcfLIRuA/72NWb6fl4j8mb43thYTlPyZvje2FhOU/koyocKfl4j+Q0dLvhYTlPyK0t2xkI+g/IrS3bGQj6D+Q0dLvhYTlP1jGm3Gn5eI/Wcabcafl4j9Zxptxp+XiP1uBcfLIRuA/kD0Z69RP2z9bgXHyyEbgP1uBcfLIRuA/W4Fx8shG4D9bgXHyyEbgP1uBcfLIRuA/W4Fx8shG4D9bgXHyyEbgP5A9GevUT9s/kD0Z69RP2z+QPRnr1E/bP5A9GevUT9s/kD0Z69RP2z+QPRnr1E/bP5A9GevUT9s/kD0Z69RP2z+QPRnr1E/bP5A9GevUT9s/kD0Z69RP2z+QPRnr1E/bP1uBcfLIRuA/W4Fx8shG4D+SjKhwp+XiPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"16748\"},\"selection_policy\":{\"id\":\"16747\"}},\"id\":\"16725\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18070\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"18791\",\"type\":\"HelpTool\"},{\"attributes\":{\"below\":[{\"id\":\"18778\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"18781\"},{\"id\":\"18785\"}],\"height\":40,\"left\":[{\"id\":\"18782\"}],\"outline_line_width\":0,\"title\":{\"id\":\"18768\"},\"toolbar\":{\"id\":\"18793\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"18770\"},\"x_scale\":{\"id\":\"18774\"},\"y_range\":{\"id\":\"18772\"},\"y_scale\":{\"id\":\"18776\"}},\"id\":\"18767\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"17412\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"17027\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17384\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"18768\",\"type\":\"Title\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"6jL0V00Q0z9OxXNTdvTQP1+v5p0+sc0/6RMyvD1p0T/ebUfYQL3NP4yUySDMo84/j5TJIMyjzj+MlMkgzKPOP8D7y7elTNc/vvvLt6VM1z8aNQ64YjvXPxo1DrhiO9c/ycS+w3891D+9Ir3iMGHaP/iQg3F6AN0/vc3iWASl1z/2LgpEwJ7dPwACIV0e0tk/AAIhXR7S2T8AAiFdHtLZP0QFSikpqNk/RAVKKSmo2T+araR9/RvdP8252EjR2t4/aroe00Ne3z+KYpNwEj7hPwHK8uagF+Q/g1DCuGdq4j/ia1OwUc/iPzbBhX2Fi98/yVMqx/XS1z+O5WM4rDPVPyEc26x2/tQ/YZo4gLOWzj9iXeudSqnPP8b0aOqBXtM/xvRo6oFe0z/lf6BrO2nZPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"17412\"},\"selection_policy\":{\"id\":\"17411\"}},\"id\":\"17381\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"18779\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"18209\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"18776\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"17030\",\"type\":\"BasicTicker\"},{\"attributes\":{\"axis\":{\"id\":\"18778\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"18781\",\"type\":\"Grid\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"18483\"},\"glyph\":{\"id\":\"18484\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"18486\"},\"nonselection_glyph\":{\"id\":\"18485\"},\"view\":{\"id\":\"18488\"}},\"id\":\"18487\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16727\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"18104\",\"type\":\"Selection\"},{\"attributes\":{\"axis\":{\"id\":\"18782\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"18785\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"16582\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18072\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"18783\",\"type\":\"BasicTicker\"},{\"attributes\":{\"source\":{\"id\":\"18483\"}},\"id\":\"18488\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"16747\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"below\":[{\"id\":\"18811\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"18814\"},{\"id\":\"18818\"}],\"height\":40,\"left\":[{\"id\":\"18815\"}],\"outline_line_width\":0,\"title\":{\"id\":\"18801\"},\"toolbar\":{\"id\":\"18826\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"18803\"},\"x_scale\":{\"id\":\"18807\"},\"y_range\":{\"id\":\"18805\"},\"y_scale\":{\"id\":\"18809\"}},\"id\":\"18800\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"17042\",\"type\":\"HelpTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17383\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"17431\"}]},\"id\":\"17474\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"OOiA9mRn2j8WICYDPyraPyV4FeLO6tg/2VS9pRtU2z/yhKbZ6TLaP+XeoF+8Kt0/v+Ry9ioC3T/v1recFaDfP+GTcmpQluI/vmnJfyPD4T+yRN0WHJbdP0HZOdVklto/9pECotRe0z9/LTLAd37VP69QtHvp6tU/VPZ7l0dG1z/y8Pg6N1/aP5lPbg8Yvt4//Q2DpO7s4D/phMJg2rvjP6MSdOM47eM/lVO/oje34j9902JIb3XiP+IS0TaCaOA/2OyjTijd4T+bwyfY3zTgP9OFWIdPuds/VvHTfZgx2z/4huciG/jfP48t6g9Nt9w/epOU30Tr4D8u6Y+TbMjZPz7cO+1Msdw/Jt6LuZYK2z9+u32f7Q/ZP7I0Mxr9Z9Q/lpfr/Hct0z8Z8T0/xBrQPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"18104\"},\"selection_policy\":{\"id\":\"18103\"}},\"id\":\"18069\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"19833\"},\"group\":null,\"major_label_policy\":{\"id\":\"19834\"},\"ticker\":{\"id\":\"17030\"}},\"id\":\"17029\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"18787\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"18786\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"17411\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"16341\"},\"glyph\":{\"id\":\"16342\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"16344\"},\"nonselection_glyph\":{\"id\":\"16343\"},\"view\":{\"id\":\"16346\"}},\"id\":\"16345\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"overlay\":{\"id\":\"18792\"}},\"id\":\"18788\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18484\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"17019\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"16606\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"18789\",\"type\":\"SaveTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18071\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"18790\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"17025\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"16602\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"18123\"}]},\"id\":\"18170\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"16341\"}},\"id\":\"16346\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Manufacturing\"},\"renderers\":[{\"id\":\"18487\"}]},\"id\":\"18524\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"18103\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"17683\"}]},\"id\":\"17708\",\"type\":\"LegendItem\"},{\"attributes\":{\"axis\":{\"id\":\"17033\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"17036\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17681\",\"type\":\"Line\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"18792\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16342\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"17034\",\"type\":\"BasicTicker\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18486\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"17021\",\"type\":\"DataRange1d\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"19887\"},\"group\":null,\"major_label_policy\":{\"id\":\"19888\"},\"ticker\":{\"id\":\"18812\"}},\"id\":\"18811\",\"type\":\"LinearAxis\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"17679\"},\"glyph\":{\"id\":\"17680\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"17682\"},\"nonselection_glyph\":{\"id\":\"17681\"},\"view\":{\"id\":\"17684\"}},\"id\":\"17683\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"18807\",\"type\":\"LinearScale\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"IHvxj24+5z8Dv+VjAQnlP/NXX8AcFeI/CAGAUDaX3z8kEkmRoAbYP7jCzqLUxdc/anfyQk6r0D/r+hRZE8rDPz5bRQgQVMw/5niBZtjx0j+K/RCamnzUP4b9EJqafNQ/GMqcawR60T8ypzSYK2XRP6c8UJ6A0M8/6f6gnKLWyT/tMvdYaifCPz1TsOPLI74/RFOw48sjvj9LU7DjyyO+Pz1TsOPLI74/4jL3WGonwj9144NXBlzBP9brfYJYQME/NvWc6dxVxD8v9Zzp3FXEPzPMcg4XQs0/RcxyDhdCzT/dwlOnkizKP6hhWlsfGdA/r2FaWx8Z0D8Qg1BJkqbTPxKDUEmSptM/YiDyf2Ct0D+loKKHNrDTP0olMrv4OtU/OZS2jTA/2T+J1xW6yibgPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"18510\"},\"selection_policy\":{\"id\":\"18509\"}},\"id\":\"18483\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"17038\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"source\":{\"id\":\"17679\"}},\"id\":\"17684\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"17037\",\"type\":\"PanTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17682\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"16374\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"19884\"},\"group\":null,\"major_label_policy\":{\"id\":\"19885\"},\"ticker\":{\"id\":\"18816\"}},\"id\":\"18815\",\"type\":\"LinearAxis\"},{\"attributes\":{\"overlay\":{\"id\":\"17043\"}},\"id\":\"17039\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"17040\",\"type\":\"SaveTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16344\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"17041\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18485\",\"type\":\"Line\"},{\"attributes\":{\"tools\":[{\"id\":\"17631\"},{\"id\":\"17632\"},{\"id\":\"17633\"},{\"id\":\"17634\"},{\"id\":\"17635\"},{\"id\":\"17636\"}]},\"id\":\"17638\",\"type\":\"Toolbar\"},{\"attributes\":{\"axis\":{\"id\":\"18811\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"18814\",\"type\":\"Grid\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"ViLwm9xc5j/b+1ZlefblP/0VU8lcYOI/3NulqQrz4D/J6/yt+QbgPz9WlWEDwt4/Dh0BR+Oi3j8ZQJ04MenbP7l3Pj8kV9k/LY0ms1Oz3D+Z53+ACWLePxB51YqcHuE/j02f1Uk+4j+whHmFPb/kP25b/+f/k+U/ibQYRWOa5j/Qaw9wf+jlP5X04Kj7tOY/QoeN7c2l5T/qvoepoGblP9FjreQxe+Q/BOGK1Chb4T8PhDcjETriPwsNToO5KeU/ruvsD0bS4j+vYGcghz3jPxMq4MFyLOQ/5nrN8iTR4z99B6aDs5flP8AtXGwtluQ/8xHw514V4j8aYjnOvibgP44YAb+D9dw/9qHvJkxC1z9JOj0VjwnXP4W/NFi7h9c/7+GUKF7d3D9wQ89CoaDgPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"16374\"},\"selection_policy\":{\"id\":\"16373\"}},\"id\":\"16341\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"18509\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"17668\",\"type\":\"ResetTool\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"17043\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"16763\"},\"glyph\":{\"id\":\"16764\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"16766\"},\"nonselection_glyph\":{\"id\":\"16765\"},\"view\":{\"id\":\"16768\"}},\"id\":\"16767\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"18302\"},{\"id\":\"18334\"},{\"id\":\"18368\"},{\"id\":\"18404\"},{\"id\":\"18442\"},{\"id\":\"18482\"},{\"id\":\"18524\"},{\"id\":\"18568\"},{\"id\":\"18614\"},{\"id\":\"18662\"},{\"id\":\"18712\"},{\"id\":\"18764\"}]},\"id\":\"18272\",\"type\":\"Legend\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"18801\",\"type\":\"Title\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"17691\"},\"group\":null,\"major_label_policy\":{\"id\":\"17692\"},\"ticker\":{\"id\":\"17657\"}},\"id\":\"17656\",\"type\":\"DatetimeAxis\"},{\"attributes\":{\"axis\":{\"id\":\"18815\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"18818\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16343\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"18242\",\"type\":\"DataRange1d\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"16393\"}]},\"id\":\"16438\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"18816\",\"type\":\"BasicTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"17427\"},\"glyph\":{\"id\":\"17428\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"17430\"},\"nonselection_glyph\":{\"id\":\"17429\"},\"view\":{\"id\":\"17432\"}},\"id\":\"17431\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"16763\"}},\"id\":\"16768\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"17692\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"16373\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"18820\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"18819\",\"type\":\"PanTool\"},{\"attributes\":{\"tools\":[{\"id\":\"16578\"},{\"id\":\"16579\"},{\"id\":\"16580\"},{\"id\":\"16581\"},{\"id\":\"16582\"},{\"id\":\"16583\"}]},\"id\":\"16585\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16764\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"SmSSQzIY6D/T2fp35lvmP+G0M9d4uuQ/IlN1Z3Xb4j+GIA47ip7dP1K1FXmyttY/br1w8cm81z+I2OOI/MfYP4LItCmijNw/8/ye2dj+3z/9QAsFMezhPxEhXFlryeI/oKntVTvf4j9pH6etbWziP2kXGA7Hp+I/LmBJCSEG4z9Hb4LtUJzjP9FQLfSNH+M/cxBZtboS4z+P88dwevriP2phILMRB+M/gpjGA0JP4j8YMFScjN/gPyYU6mmqaOA/0uNRiWUC4T8Nr+8ZTOjgP7Ic0Ltx9eA/hXjxUdzp4D/6dxS3qUvhP+FqrpKopeE/fiCIGkfY4D/p1bEY2yLgP2tQfftbieA/ufOT8cJu4D8pAj6wjEXgP/4hmHZwt94/zMnd+xXQ3D84L/nxapfbPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"18288\"},\"selection_policy\":{\"id\":\"18287\"}},\"id\":\"18273\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"17427\"}},\"id\":\"17432\",\"type\":\"CDSView\"},{\"attributes\":{\"overlay\":{\"id\":\"18825\"}},\"id\":\"18821\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"18822\",\"type\":\"SaveTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"18119\"},\"glyph\":{\"id\":\"18120\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"18122\"},\"nonselection_glyph\":{\"id\":\"18121\"},\"view\":{\"id\":\"18124\"}},\"id\":\"18123\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17088\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"18823\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16594\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17428\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"16767\"}]},\"id\":\"16802\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"17071\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"17689\",\"type\":\"AllLabels\"},{\"attributes\":{\"source\":{\"id\":\"18119\"}},\"id\":\"18124\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16766\",\"type\":\"Line\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"18825\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"18255\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"17460\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"0TTHrZyS5T+fTSht7rbkP8defGI3oeg/g0Q+dTKl5D+onr4D5EziP7TVJVfwluE/dvnU2VRc3j9t+dTZVFzeP3dv06buD+A/d/50KLim3T9LUZ+ekgbjP5DnbFYAzOM/5yj2SdNn4D/0qW9rqa/dP4fbMepM+Ns/5eIz3IBV3j+x4bIAU2fgPzsfnOw4aNg/QnQ7LGEv2T9CdDssYS/ZPyAcuFReT9w/wVkNoOny2j/gbDk6LdLWPymVIp82+80/aIwuTvkD1j9thJ9WpJDVP3GEn1akkNU/dISfVqSQ1T9ytZ1pOVzYP3K1nWk5XNg/cLWdaTlc2D9/G32T2HXUPyn0qWZZ7s4/cLz/Z6HT0D8gKQZ/SGfLPw/HCVke0MU/GJKtQC9XyT8ckq1AL1fJPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"16788\"},\"selection_policy\":{\"id\":\"16787\"}},\"id\":\"16763\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18120\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"17688\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17430\",\"type\":\"Line\"},{\"attributes\":{\"overlay\":{\"id\":\"18264\"}},\"id\":\"18260\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"+1Rv7fzC4T8fdy/+UKLcP5sCIUdwV9k/YncbcyFu2D9idxtzIW7YP2J3G3Mhbtg/+dcUteAn0T/fxgz8/7nLP9/GDPz/ucs/+TaGu+Nv0j8VakNAC9zPP8eOzpMP3dI/xY7Okw/d0j+BaHuHGczVP0NCKHsju9g/wcTltxx93D+KgTw+eYTbPwSuvICV8dY/S9QPjYsC1D9N1A+NiwLUP436YpmBE9E/shgchQTm1T+vGByFBObVPydi8jTOOtU/qTVy8rHN2T+rNXLysc3ZP7L88vHxVOA/8zZ6TWL64T/BTzuvQSLfP0HNfXJIYNs/jV8uSvHr3z8AjK6MDVnbP00chdBN894/GM0flvxh2z9QMr7SJQbbP1IyvtIlBts/UjK+0iUG2z/lfUq9tKnXPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"17460\"},\"selection_policy\":{\"id\":\"17459\"}},\"id\":\"17427\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"16607\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"18156\",\"type\":\"Selection\"},{\"attributes\":{\"child\":{\"id\":\"18239\"},\"title\":\"Essaouira\"},\"id\":\"18240\",\"type\":\"Panel\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"18525\"},\"glyph\":{\"id\":\"18526\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"18528\"},\"nonselection_glyph\":{\"id\":\"18527\"},\"view\":{\"id\":\"18530\"}},\"id\":\"18529\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16765\",\"type\":\"Line\"},{\"attributes\":{\"axis\":{\"id\":\"17656\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"17659\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"16608\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18122\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"18525\"}},\"id\":\"18530\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"16787\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16806\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17429\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"5RiJjwPT4z/P2KH3CATlP6Ga5lhe4uQ/9mgzhQFN5D93+D+rcEPgP4HdhdScCdo/iFQyX4UY1z+w8nOQAyvTP/5spdd5c84/xaOyJskgyD//8uLUL37SP5cPwNtHQNI/gUX+2XwG0z+YebpFysnNP1FVyTzyXNM/v5rsE4Bd1D+agr/iUUHYP2DEb0rgR9g/mxKqH+s/3j9HP6z3LZvdP6KuxBV3fOE/6zM8IOq63j9dCmt4k3HdPyYux5PPHuA/cmjBXlfE4D+puLTlVnTbPyJbjDosfds/9QbRoc+T2j/pRiANDc7cPyVQEnpe/98/gZ4KLGLP3j8VY5XVf6DWPxC5pvfpddY/x/4JApiw1z8KRQlSIYLXP8m/yBw809o/v2KpnopK1z+B+vsHhTjSPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"18156\"},\"selection_policy\":{\"id\":\"18155\"}},\"id\":\"18119\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"19830\"},\"group\":null,\"major_label_policy\":{\"id\":\"19831\"},\"ticker\":{\"id\":\"17034\"}},\"id\":\"17033\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"18213\",\"type\":\"LinearScale\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"17479\"}]},\"id\":\"17524\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"18211\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"18261\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"18258\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"17459\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"16389\"},\"glyph\":{\"id\":\"16390\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"16392\"},\"nonselection_glyph\":{\"id\":\"16391\"},\"view\":{\"id\":\"16394\"}},\"id\":\"16393\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18526\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"18259\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"children\":[{\"id\":\"18767\"},{\"id\":\"18241\"},{\"id\":\"18800\"}]},\"id\":\"18833\",\"type\":\"Column\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"18529\"}]},\"id\":\"18568\",\"type\":\"LegendItem\"},{\"attributes\":{\"tools\":[{\"id\":\"17664\"},{\"id\":\"17665\"},{\"id\":\"17666\"},{\"id\":\"17667\"},{\"id\":\"17668\"},{\"id\":\"17669\"}]},\"id\":\"17671\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18121\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"18178\",\"type\":\"DataRange1d\"},{\"attributes\":{\"source\":{\"id\":\"16389\"}},\"id\":\"16394\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"18155\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"18554\",\"type\":\"Selection\"},{\"attributes\":{\"tools\":[{\"id\":\"18819\"},{\"id\":\"18820\"},{\"id\":\"18821\"},{\"id\":\"18822\"},{\"id\":\"18823\"},{\"id\":\"18824\"}]},\"id\":\"18826\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17680\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16390\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18528\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"17661\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"15981\",\"type\":\"BasicTicker\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"CVhs59br6T8KgELwFUjpP1is+ZgGruc/lahI0Jf05j9I0zJKBkjjP45CabGZPd4/0ZfjZAs03z+fIa/zLqffP/aJef7sJ+E/slUcZALT4T+uMj9Lyv3hPzqAfrL05eI/27NXmtUz4z/e+yWwAifhP+XhI/btIuE/oULtb1bk4T/iU9MtYTfjP+u0LkGFx+I/V/Nda2cx4j8WpC5iCdjhP2a1nYj8X+M/oD48midJ4z9YaVPHbLDhP3/EKzD0wuA/Gb9cuwcU4T+u+Jt+1RfhPzpXlX2JBOE/h4mhrINa3z+4wZLb4ZvfP/skD3QQIt8/Zx63+bU73z87AKAQj1LfP7PurLBwbeA/ESRF8V194D9oyTC2yEnhP9LWlkaJQuA/dvUeZE0V4D96jq5iXsHdPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"18554\"},\"selection_policy\":{\"id\":\"18553\"}},\"id\":\"18525\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"17076\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"axis\":{\"id\":\"15980\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"15983\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"16424\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16392\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18527\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"17693\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"overlay\":{\"id\":\"17670\"}},\"id\":\"17666\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"18573\"}]},\"id\":\"18614\",\"type\":\"LegendItem\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"16610\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"XdjKFZ0k4D8Nd/lBjhfdP63O5vtFDN0/ak4/3ySB3D/XTB6r2S7fP94hVDT98OA/64ccv+p35D+ji5+dOazkP9/GwMaq+OU/OlSHD36k5j96VVtlNd3mP1U9dANK5+Y/WCL3OxgR5D/cvqD0cRXiP4//5oJIEOI/WyJW4TUm4j86cEtRDN/hP5pMnQbuY+A/n1Fo7Do/4T8pAmFCVPHhP0kQF3zKP+E/AcD/e+wF2j8MwP977AXaPx1yZj5s99o/qVrh9QrU2z9KxqFwLqPbP8Kjo2k9Md0/oj0lhkY23j+gNxq4ZVbjP7+o57YvBOU/KNXCO49j5z+NKPcHkIPoP8F3gdF8oOU/fZyugWcX5T9SSXxyeY/lP+OQt5rNFOU/ZcmHZ6HZ4j9JuFbSOAPfPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"16424\"},\"selection_policy\":{\"id\":\"16423\"}},\"id\":\"16389\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"17667\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"17694\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"18553\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"axis\":{\"id\":\"17029\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"17032\",\"type\":\"Grid\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"16611\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"16803\"},\"glyph\":{\"id\":\"16804\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"16806\"},\"nonselection_glyph\":{\"id\":\"16805\"},\"view\":{\"id\":\"16808\"}},\"id\":\"16807\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"OHDnGNmC4j/PJLG5Js/ePziQQ1Qj3do/JVIg4nxX1z8RIBhs4Z3UP6hjlkcxqcw/zwPNSbIfzD+tmnzB19vEP1VDXY0+aco/om0IW4nC0j/OoMMdDtLUPz7qs3Tj0dc/cE43xROS2D8/B8DlSDTcP2BlZQPyZt8/sA0s90DH4D9UHzGsyOTdP8exACf/7No/xjbQVs0o2D93yz8V4eDYP6puEieSzdc/TzgEIE0J1z+q709tt/bRP8PZKu+jK80/Xdsd8+MQ0j/YofcffAXVP8Rx7qpdPNU/avumH3/r0j/Bojp2cx7RP9RmT9V8atM/YG1PDgF80z94Uwt0Rn/QPwls1lDrxNI/poANvgz20T/3Cd1+7h7TPz4Iy5+9XdM/AvbYADbD0D9RMNMOC7nTPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"17100\"},\"selection_policy\":{\"id\":\"17099\"}},\"id\":\"17085\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"16617\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"16615\",\"type\":\"DaysTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16391\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"16621\",\"type\":\"YearsTicker\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"16443\"}]},\"id\":\"16490\",\"type\":\"LegendItem\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"16612\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"17475\"},\"glyph\":{\"id\":\"17476\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"17478\"},\"nonselection_glyph\":{\"id\":\"17477\"},\"view\":{\"id\":\"17480\"}},\"id\":\"17479\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"16613\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"16423\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"16614\",\"type\":\"DaysTicker\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"16616\",\"type\":\"DaysTicker\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"16620\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16804\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"18230\",\"type\":\"HelpTool\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"16618\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"source\":{\"id\":\"17475\"}},\"id\":\"17480\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"18180\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"17097\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{},\"id\":\"17075\",\"type\":\"HelpTool\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"16619\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"18171\",\"type\":\"Title\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17476\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"16830\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"19854\"},\"group\":null,\"major_label_policy\":{\"id\":\"19855\"},\"ticker\":{\"id\":\"18189\"}},\"id\":\"18188\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16805\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"19866\"},\"group\":null,\"major_label_policy\":{\"id\":\"19867\"},\"ticker\":{\"id\":\"18222\"}},\"id\":\"18221\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"17510\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"cM6gsvbc4z/KfR2Y1M3kP3iH48OjIeQ/HZKrZuFZ5T89C4D+rarhP9Ao7isyi90/4BBa8+wl1z/i8pnrIZ3cP2kj0nYWYNk/RJkYPDum3T9pogpKRqfeP1gbaYKUU+E/0KqmcpqO4D/LQ0uGnHThP0+zOAKP+N8/Ux4fpOW54j8VASie6/PhP8eAUpONe90/YWhoOtfk3z80XTzcoufhP9mLsPP4U+A/JgYn3J3x3j+lJbz/MH3cP5V5rUj4TNk/HxARShAQ4D+wjLmTKwHeP4cR4evYctw/ToKvlSjO3T+1RwRgf9DfPyFN5pZtX+A/yhhYm4+14D9+JqF+Ql3cP2hcXKyeRdo/P7krng/p2T+dgEFghx7bPzS77JUwHNk/8e4BEkjE2T/rupSJ06DcPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"16830\"},\"selection_policy\":{\"id\":\"16829\"}},\"id\":\"16803\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"19857\"},\"group\":null,\"major_label_policy\":{\"id\":\"19858\"},\"ticker\":{\"id\":\"18185\"}},\"id\":\"18184\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17478\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"18197\",\"type\":\"HelpTool\"},{\"attributes\":{\"below\":[{\"id\":\"18184\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"18187\"},{\"id\":\"18191\"}],\"height\":40,\"left\":[{\"id\":\"18188\"}],\"outline_line_width\":0,\"title\":{\"id\":\"18174\"},\"toolbar\":{\"id\":\"18199\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"18176\"},\"x_scale\":{\"id\":\"18180\"},\"y_range\":{\"id\":\"18178\"},\"y_scale\":{\"id\":\"18182\"}},\"id\":\"18173\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"tools\":[{\"id\":\"18786\"},{\"id\":\"18787\"},{\"id\":\"18788\"},{\"id\":\"18789\"},{\"id\":\"18790\"},{\"id\":\"18791\"}]},\"id\":\"18793\",\"type\":\"Toolbar\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"17696\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"MuyjFdig1T9AyfCS7XDXP68OxpqeTdU/V6pA1wt61T+Lle5UWubWP4JMTVRU5tA/McqtRtO70j+jfFkIf1/FPxQj4PcFx8Q/ogUMmXHDzz8WcOh4GbjOPwkuSI4ZVM8/5HpN0Z+Ezz/hlNba4AjNP75Ho/2nas8/NQBwniDT0D8vqkYqe6zBP5FBrdiER8I/U3eLSsBmvj8EYR9NJ2vGP4hHJ0M3zMU/NFSjGFlZyD9mZRrBhR3AP94sg2MwAcA/rzcojAsLwD94VB+KRyHCP3UrWCnYz74/LhUbFZuCwj923kgNTmXCP+l4vZHn5cI/XIsK6cDmxD9K3ULakHnKP80sbR3syM0/3bBZ0CdXyj9qjB8NtdDIP/HNM24qKMU/zUcljirsxT+QuBcvwszMPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"17510\"},\"selection_policy\":{\"id\":\"17509\"}},\"id\":\"17475\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"18174\",\"type\":\"Title\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"18569\"},\"glyph\":{\"id\":\"18570\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"18572\"},\"nonselection_glyph\":{\"id\":\"18571\"},\"view\":{\"id\":\"18574\"}},\"id\":\"18573\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"16803\"}},\"id\":\"16808\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"18185\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"18182\",\"type\":\"LinearScale\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"16807\"}]},\"id\":\"16844\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"18824\",\"type\":\"HelpTool\"},{\"attributes\":{\"axis\":{\"id\":\"18184\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"18187\",\"type\":\"Grid\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"17697\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"17703\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"16829\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"17701\",\"type\":\"DaysTicker\"},{\"attributes\":{\"axis\":{\"id\":\"18188\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"18191\",\"type\":\"Grid\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"WOk/uUJW3j/05btB9LrYPz88QBf4Vd4/PzxAF/hV3j8/PEAX+FXePz88QBf4Vd4/PzxAF/hV3j8/PEAX+FXePz88QBf4Vd4/9OW7QfS62D/05btB9LrYP/Tlu0H0utg/9OW7QfS62D/05btB9LrYP/Tlu0H0utg/9OW7QfS62D/05btB9LrYP/Tlu0H0utg/9OW7QfS62D/05btB9LrYP/Tlu0H0utg/9OW7QfS62D8G/Sf5H1bePwb9J/kfVt4/CP0n+R9W3j8G/Sf5H1bePwb9J/kfVt4/Bv0n+R9W3j8G/Sf5H1beP/Tlu0H0utg/9OW7QfS62D/05btB9LrYP/Tlu0H0utg/9OW7QfS62D/05btB9LrYP/Tlu0H0utg/9OW7QfS62D/05btB9LrYPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"16968\"},\"selection_policy\":{\"id\":\"16967\"}},\"id\":\"16935\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17477\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"18809\",\"type\":\"LinearScale\"},{\"attributes\":{\"label\":{\"value\":\"Travel\"},\"renderers\":[{\"id\":\"17529\"}]},\"id\":\"17576\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"18189\",\"type\":\"BasicTicker\"},{\"attributes\":{\"below\":[{\"id\":\"18217\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"18220\"},{\"id\":\"18224\"}],\"height\":40,\"left\":[{\"id\":\"18221\"}],\"outline_line_width\":0,\"title\":{\"id\":\"18207\"},\"toolbar\":{\"id\":\"18232\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"18209\"},\"x_scale\":{\"id\":\"18213\"},\"y_range\":{\"id\":\"18211\"},\"y_scale\":{\"id\":\"18215\"}},\"id\":\"18206\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"17054\",\"type\":\"DataRange1d\"},{\"attributes\":{\"source\":{\"id\":\"18569\"}},\"id\":\"18574\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"18812\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"17509\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"17698\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"16439\"},\"glyph\":{\"id\":\"16440\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"16442\"},\"nonselection_glyph\":{\"id\":\"16441\"},\"view\":{\"id\":\"16444\"}},\"id\":\"16443\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"18193\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18570\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"18192\",\"type\":\"PanTool\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"17112\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"17700\",\"type\":\"DaysTicker\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"16602\"},\"group\":null,\"major_label_policy\":{\"id\":\"16603\"},\"ticker\":{\"id\":\"16575\"}},\"id\":\"16574\",\"type\":\"LinearAxis\"},{\"attributes\":{\"overlay\":{\"id\":\"18198\"}},\"id\":\"18194\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"17702\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"18195\",\"type\":\"SaveTool\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"17704\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"17706\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"17085\"},\"glyph\":{\"id\":\"17086\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"17088\"},\"nonselection_glyph\":{\"id\":\"17087\"},\"view\":{\"id\":\"17090\"}},\"id\":\"17089\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"18196\",\"type\":\"ResetTool\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"17688\"},\"group\":null,\"major_label_policy\":{\"id\":\"17689\"},\"ticker\":{\"id\":\"17661\"}},\"id\":\"17660\",\"type\":\"LinearAxis\"},{\"attributes\":{\"source\":{\"id\":\"16439\"}},\"id\":\"16444\",\"type\":\"CDSView\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"17705\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"source\":{\"id\":\"17085\"}},\"id\":\"17090\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"18600\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"16579\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16440\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18572\",\"type\":\"Line\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"18198\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"16581\",\"type\":\"SaveTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"BTXYt+mo6j9JBXnoIhXuP/YrmekHre4/LnII3aph7T8DPS6jMrDsP3hyW6Z5z+s/8uc7prLM6z8NuuwPf3XpP7+nq2GpGOk/RzwSOmJV5z+PQhM+3XLoP4bi0kbvH+g/UEWu9Eh06D+H8+4Jr8nmP8cVbl25v+c/YxrGMPFg5z/Vx1w620voP6tHG0Ab0uU/+QCahMe05D+l1jsSb+PkP/p6T7mPQeU/n+xom1bc5D+x4aqNtRHlP8INrfSaRuM/oQr1WlnI5D9ugLNLtQTkP2MdJQfuseM//iNDblkE5D+biQN8xN7iP84Tq+wt/uE/89jjHRK64j+ZAA3djfLjPxGeoZiUIOY/1wIS0ixV5j+Q4lceFY3mPzGNuG8uXOk/4ltm/hPD6T9wIptzs0TrPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"18600\"},\"selection_policy\":{\"id\":\"18599\"}},\"id\":\"18569\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"tools\":[{\"id\":\"17037\"},{\"id\":\"17038\"},{\"id\":\"17039\"},{\"id\":\"17040\"},{\"id\":\"17041\"},{\"id\":\"17042\"}]},\"id\":\"17044\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"16476\",\"type\":\"Selection\"},{\"attributes\":{\"child\":{\"id\":\"16559\"},\"title\":\"Al haouz\"},\"id\":\"16560\",\"type\":\"Panel\"},{\"attributes\":{\"children\":[{\"id\":\"17579\"},{\"id\":\"17053\"},{\"id\":\"17612\"}]},\"id\":\"17645\",\"type\":\"Column\"},{\"attributes\":{\"axis\":{\"id\":\"18254\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"18257\",\"type\":\"Grid\"},{\"attributes\":{\"axis\":{\"id\":\"18221\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"18224\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16442\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18571\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"18619\"}]},\"id\":\"18662\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"QMxQqO/Y5D8JI1ujWI/lP6Wd/JauceY/yYXdJPxs4j/zq7V1Gy3dP3m5bRPgMtg/PXDUh9Vd0T/c9RYkdQ3KP1ZI5GcB3dA/kC+cA6360j/rNKBQ2N7UP6NeOb4lfdY/adDLTGkj1D89E85sARfZP27ut8hgRd0/zY7o59mz2j/I98HmJ7PcP5cL857tA94/DbBt+cOP3D+nPnw+is7gP2JQbuRPbdw/OAXsOFwe3z8gq7CtAS/cP4cmob+iUdU/9zQSF25J2j+Wp7215xrdP75LmNXrQ9c//c2ScTeZ2D9aS12igKrUP6KERkyIt9M/Y9oFhMaG0z8XOruBk+/GP09mMoiEF8A/oqRfni7xxD+woD/QOvzNP/NST0amINA/oOmrsHur1T/q1dSnDNbVPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"16476\"},\"selection_policy\":{\"id\":\"16475\"}},\"id\":\"16439\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"16578\",\"type\":\"PanTool\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"17696\"},{\"id\":\"17697\"},{\"id\":\"17698\"},{\"id\":\"17699\"},{\"id\":\"17700\"},{\"id\":\"17701\"},{\"id\":\"17702\"},{\"id\":\"17703\"},{\"id\":\"17704\"},{\"id\":\"17705\"},{\"id\":\"17706\"},{\"id\":\"17707\"}]},\"id\":\"17657\",\"type\":\"DatetimeTicker\"},{\"attributes\":{},\"id\":\"18599\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"16575\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"17098\",\"type\":\"AllLabels\"},{\"attributes\":{\"axis\":{\"id\":\"16574\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"16577\",\"type\":\"Grid\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"16845\"},\"glyph\":{\"id\":\"16846\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"16848\"},\"nonselection_glyph\":{\"id\":\"16847\"},\"view\":{\"id\":\"16850\"}},\"id\":\"16849\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"overlay\":{\"id\":\"16584\"}},\"id\":\"16580\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"18244\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16441\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17087\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"16498\",\"type\":\"DataRange1d\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"18207\",\"type\":\"Title\"},{\"attributes\":{\"source\":{\"id\":\"16845\"}},\"id\":\"16850\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"17525\"},\"glyph\":{\"id\":\"17526\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"17528\"},\"nonselection_glyph\":{\"id\":\"17527\"},\"view\":{\"id\":\"17530\"}},\"id\":\"17529\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"17089\"}]},\"id\":\"17114\",\"type\":\"LegendItem\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"18231\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"16475\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"17648\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"18262\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"17095\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16846\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"17525\"}},\"id\":\"17530\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Restaurants\"},\"renderers\":[{\"id\":\"16849\"}]},\"id\":\"16888\",\"type\":\"LegendItem\"},{\"attributes\":{\"below\":[{\"id\":\"17656\"}],\"center\":[{\"id\":\"17659\"},{\"id\":\"17663\"}],\"height\":400,\"left\":[{\"id\":\"17660\"}],\"renderers\":[{\"id\":\"17683\"},{\"id\":\"17713\"},{\"id\":\"17745\"},{\"id\":\"17779\"},{\"id\":\"17815\"},{\"id\":\"17853\"},{\"id\":\"17893\"},{\"id\":\"17935\"},{\"id\":\"17979\"},{\"id\":\"18025\"},{\"id\":\"18073\"},{\"id\":\"18123\"}],\"right\":[{\"id\":\"17678\"}],\"title\":{\"id\":\"18171\"},\"toolbar\":{\"id\":\"17671\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"17648\"},\"x_scale\":{\"id\":\"17652\"},\"y_range\":{\"id\":\"17650\"},\"y_scale\":{\"id\":\"17654\"}},\"id\":\"17647\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"18263\",\"type\":\"HelpTool\"},{\"attributes\":{\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17526\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"17094\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"17102\"},{\"id\":\"17103\"},{\"id\":\"17104\"},{\"id\":\"17105\"},{\"id\":\"17106\"},{\"id\":\"17107\"},{\"id\":\"17108\"},{\"id\":\"17109\"},{\"id\":\"17110\"},{\"id\":\"17111\"},{\"id\":\"17112\"},{\"id\":\"17113\"}]},\"id\":\"17063\",\"type\":\"DatetimeTicker\"},{\"attributes\":{},\"id\":\"17058\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"17652\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"16874\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"19869\"},\"group\":null,\"major_label_policy\":{\"id\":\"19870\"},\"ticker\":{\"id\":\"18218\"}},\"id\":\"18217\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16848\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"17562\",\"type\":\"Selection\"},{\"attributes\":{\"child\":{\"id\":\"17645\"},\"title\":\"El kela\\u00e2 des sraghna\"},\"id\":\"17646\",\"type\":\"Panel\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"17094\"},\"group\":null,\"major_label_policy\":{\"id\":\"17095\"},\"ticker\":{\"id\":\"17067\"}},\"id\":\"17066\",\"type\":\"LinearAxis\"},{\"attributes\":{\"axis\":{\"id\":\"18217\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"18220\",\"type\":\"Grid\"},{\"attributes\":{\"source\":{\"id\":\"16623\"}},\"id\":\"16628\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"tOuqD5jn2z/3mmEZxOLcPyDoT3OpauI/2ws8NYW45T/bCzw1hbjlP24COt9jyOc/OYAjiqyV5j/K6+LoOI3mP7U24csT5+Q/EBxCZczt4D+q8KtG4T/bP0Eq5kash90/Hj3q8u5n2T/0EE5j3sjaP4Xf8nXLXdg/Pl3Lh4Jx2z8+XcuHgnHbPzpdy4eCcds/Y5MlLeHV2T9C8LUmyKHeP0HwtSbIod4/+V9KzPFN3z+vJT+g/B7ZP68lP6D8Htk/sSU/oPwe2T/PyK6mFVPUPxi8fl10tNM/q+xHl/O41D9fTOq3SgjTP4I55gsIKNc/EvYYJkZD2j8S9hgmRkPaPznjFHoDY94/znuDcwzw2z+tjocfT9DXP5RorRt8Lts/VthBwaXa2z97BN5QtnnaPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"16874\"},\"selection_policy\":{\"id\":\"16873\"}},\"id\":\"16845\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"16627\"}]},\"id\":\"16654\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17528\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"1QqqynJzxT9tE5xoshzCPwo4HA3ki70/M0kASWPetj86SQBJY962PzNJAElj3rY/QUkASWPetj86SQBJY962PzpJAElj3rY/CjgcDeSLvT9tE5xoshzCP9UKqspyc8U/PgK4LDPKyD/VCqrKcnPFPz4CuCwzysg/PgK4LDPKyD8+ArgsM8rIPylqRS8W0dA/KWpFLxbR0D8rakUvFtHQP99lTGB2fNI/6c41+XLo1j+fyjwq05PYP5/KPCrTk9g/n8o8KtOT2D+dyjwq05PYP5/KPCrTk9g/6c41+XLo1j/fZUxgdnzSPytqRS8W0dA/7dx8/GtLzj/VCqrKcnPFP9UKqspyc8U/1QqqynJzxT8pakUvFtHQPylqRS8W0dA/32VMYHZ80j+TYVOR1ifUPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"17562\"},\"selection_policy\":{\"id\":\"17561\"}},\"id\":\"17525\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"17650\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"18218\",\"type\":\"BasicTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"16623\"},\"glyph\":{\"id\":\"16624\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"16626\"},\"nonselection_glyph\":{\"id\":\"16625\"},\"view\":{\"id\":\"16628\"}},\"id\":\"16627\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"18615\"},\"glyph\":{\"id\":\"18616\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"18618\"},\"nonselection_glyph\":{\"id\":\"18617\"},\"view\":{\"id\":\"18620\"}},\"id\":\"18619\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"17654\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16847\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"16893\"}]},\"id\":\"16934\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"16640\",\"type\":\"Selection\"},{\"attributes\":{\"tools\":[{\"id\":\"17070\"},{\"id\":\"17071\"},{\"id\":\"17072\"},{\"id\":\"17073\"},{\"id\":\"17074\"},{\"id\":\"17075\"}]},\"id\":\"17077\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17527\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"16873\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"17584\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16624\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"18615\"}},\"id\":\"18620\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"16531\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"17561\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"16500\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16626\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17086\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18616\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"16491\",\"type\":\"Title\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"16640\"},\"selection_policy\":{\"id\":\"16639\"}},\"id\":\"16623\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"18264\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"19800\"},\"group\":null,\"major_label_policy\":{\"id\":\"19801\"},\"ticker\":{\"id\":\"16509\"}},\"id\":\"16508\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"18648\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"16529\",\"type\":\"DataRange1d\"},{\"attributes\":{\"axis\":{\"id\":\"18250\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"18253\",\"type\":\"Grid\"},{\"attributes\":{\"below\":[{\"id\":\"18250\"}],\"center\":[{\"id\":\"18253\"},{\"id\":\"18257\"}],\"height\":400,\"left\":[{\"id\":\"18254\"}],\"renderers\":[{\"id\":\"18277\"},{\"id\":\"18307\"},{\"id\":\"18339\"},{\"id\":\"18373\"},{\"id\":\"18409\"},{\"id\":\"18447\"},{\"id\":\"18487\"},{\"id\":\"18529\"},{\"id\":\"18573\"},{\"id\":\"18619\"},{\"id\":\"18667\"},{\"id\":\"18717\"}],\"right\":[{\"id\":\"18272\"}],\"title\":{\"id\":\"18765\"},\"toolbar\":{\"id\":\"18265\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"18242\"},\"x_scale\":{\"id\":\"18246\"},\"y_range\":{\"id\":\"18244\"},\"y_scale\":{\"id\":\"18248\"}},\"id\":\"18241\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16625\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18618\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"19803\"},\"group\":null,\"major_label_policy\":{\"id\":\"19804\"},\"ticker\":{\"id\":\"16505\"}},\"id\":\"16504\",\"type\":\"LinearAxis\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"16659\"}]},\"id\":\"16688\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"18248\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"16517\",\"type\":\"HelpTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"X/dume/X0z+YsTU/I3rLPyhKXxAG5bQ/tyf+KU9iqz94U3GZWiuUP1iu07WyF5Q/XN8Q7dfivj/LSanj/wHHP2sYFn1V7tE/UNMetUdL2D8LsCKk27PbP6+7UdtbN90/PZPhc8hc3T+ddP6XVezZP75arAhFPto/bQOBu4Mu1z+mp4Bi7xfZP/o/bwpfs9s/n154CiCl3z+3eGJWTcffP/0Y25hEFt0/PfLacsFK2z/91VImFfrbP5sEbECz0dk/m7UsStfW2j9dTEF+tybXP8SyOPbF6dY/t7HVrzL+3T8xbTcyCtDfP8Ua0hN4QOE/E7DhcMh24D/qyf78iQfdP3K4dWdBMuA/T7GwSUM/4D+vAY+rpJfeP74zqvXAeN8/+dv5u8Xx2T8E9WBJ/KLXPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"18648\"},\"selection_policy\":{\"id\":\"18647\"}},\"id\":\"18615\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"below\":[{\"id\":\"16504\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"16507\"},{\"id\":\"16511\"}],\"height\":40,\"left\":[{\"id\":\"16508\"}],\"outline_line_width\":0,\"title\":{\"id\":\"16494\"},\"toolbar\":{\"id\":\"16519\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"16496\"},\"x_scale\":{\"id\":\"16500\"},\"y_range\":{\"id\":\"16498\"},\"y_scale\":{\"id\":\"16502\"}},\"id\":\"16493\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"tools\":[{\"id\":\"18258\"},{\"id\":\"18259\"},{\"id\":\"18260\"},{\"id\":\"18261\"},{\"id\":\"18262\"},{\"id\":\"18263\"}]},\"id\":\"18265\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"16639\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"17099\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"16494\",\"type\":\"Title\"},{\"attributes\":{\"source\":{\"id\":\"17709\"}},\"id\":\"17714\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"17100\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"16505\",\"type\":\"BasicTicker\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"17713\"}]},\"id\":\"17740\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"16502\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis\":{\"id\":\"16504\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"16507\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18617\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Retail\"},\"renderers\":[{\"id\":\"18667\"}]},\"id\":\"18712\",\"type\":\"LegendItem\"},{\"attributes\":{\"axis\":{\"id\":\"16508\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"16511\",\"type\":\"Grid\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"17709\"},\"glyph\":{\"id\":\"17710\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"17712\"},\"nonselection_glyph\":{\"id\":\"17711\"},\"view\":{\"id\":\"17714\"}},\"id\":\"17713\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"16509\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"18226\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"18647\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"below\":[{\"id\":\"16537\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"16540\"},{\"id\":\"16544\"}],\"height\":40,\"left\":[{\"id\":\"16541\"}],\"outline_line_width\":0,\"title\":{\"id\":\"16527\"},\"toolbar\":{\"id\":\"16552\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"16529\"},\"x_scale\":{\"id\":\"16533\"},\"y_range\":{\"id\":\"16531\"},\"y_scale\":{\"id\":\"16535\"}},\"id\":\"16526\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"overlay\":{\"id\":\"18231\"}},\"id\":\"18227\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"17726\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"18225\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"16513\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"16889\"},\"glyph\":{\"id\":\"16890\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"16892\"},\"nonselection_glyph\":{\"id\":\"16891\"},\"view\":{\"id\":\"16894\"}},\"id\":\"16893\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"16512\",\"type\":\"PanTool\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17710\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"17617\",\"type\":\"DataRange1d\"},{\"attributes\":{\"overlay\":{\"id\":\"16518\"}},\"id\":\"16514\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"16515\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"17586\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"16516\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17712\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"GADM2 level average post earthquake compared to 90 day prior baseline\"},\"id\":\"17577\",\"type\":\"Title\"},{\"attributes\":{\"source\":{\"id\":\"16889\"}},\"id\":\"16894\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"Ph8G4aSq2z866bohoEHYP2/1zqd9P9Y/M1Wca5ud0z86Z4GhNkfTPzpngaE2R9M/AXsTQe3+2j/nRBkphAPgP+rfvogGuOE/Izh23wXj4j8/2SUCd5bjP0V0y2H5SuU/cBOv63mk5j8us+PY68vlP8srVFDeR+M/K4JWE5FE4D/eUz55IzPeP9Yd87keyto/0Oen+hlh1z8i4dN5unPYP+ICBLg2j9o/PkHLyzdC3T/pBqabh5niP1ImUryvm+Q/V3BhF7Lt5j9GMEI3FATpP58zrPfDeug/wNH904UK6D8wQXIn0P/nP96IlNzs9OY/1il1tMp25z8XLcP95DfnP9bESrYjy+c/1sRKtiPL5z/GYuUpjUbnPylUjUzC9+U/XkWOa7pj5D9Nx6fU63vkPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"17726\"},\"selection_policy\":{\"id\":\"17725\"}},\"id\":\"17709\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18276\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"19836\"},\"group\":null,\"major_label_policy\":{\"id\":\"19837\"},\"ticker\":{\"id\":\"17595\"}},\"id\":\"17594\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16890\",\"type\":\"Line\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"16518\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"19815\"},\"group\":null,\"major_label_policy\":{\"id\":\"19816\"},\"ticker\":{\"id\":\"16538\"}},\"id\":\"16537\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"17615\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"18228\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"16533\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17711\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"19839\"},\"group\":null,\"major_label_policy\":{\"id\":\"19840\"},\"ticker\":{\"id\":\"17591\"}},\"id\":\"17590\",\"type\":\"LinearAxis\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"17745\"}]},\"id\":\"17774\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"17603\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"16920\",\"type\":\"Selection\"},{\"attributes\":{\"below\":[{\"id\":\"17590\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"17593\"},{\"id\":\"17597\"}],\"height\":40,\"left\":[{\"id\":\"17594\"}],\"outline_line_width\":0,\"title\":{\"id\":\"17580\"},\"toolbar\":{\"id\":\"17605\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"17582\"},\"x_scale\":{\"id\":\"17586\"},\"y_range\":{\"id\":\"17584\"},\"y_scale\":{\"id\":\"17588\"}},\"id\":\"17579\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"17102\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"17725\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"16655\"},\"glyph\":{\"id\":\"16656\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"16658\"},\"nonselection_glyph\":{\"id\":\"16657\"},\"view\":{\"id\":\"16660\"}},\"id\":\"16659\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Business Activity in Affected Areas\",\"text_font_size\":\"12pt\"},\"id\":\"17580\",\"type\":\"Title\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16892\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"17591\",\"type\":\"BasicTicker\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"17103\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"17588\",\"type\":\"LinearScale\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"B6jWMKcG2D8IqNYwpwbYPweo1jCnBtg/CKjWMKcG2D8HqNYwpwbYPweo1jCnBtg/CqjWMKcG2D8IqNYwpwbYPweo1jCnBtg/DKjWMKcG2D8FqNYwpwbYPwio1jCnBtg/BajWMKcG2D8IqNYwpwbYPwio1jCnBtg/CKjWMKcG2D8KqNYwpwbYPwqo1jCnBtg/CKjWMKcG2D8KqNYwpwbYPwqo1jCnBtg/CqjWMKcG2D8IqNYwpwbYPwio1jCnBtg/CqjWMKcG2D8FqNYwpwbYPweo1jCnBtg/eZSBdJuv3T90lIF0m6/dP3FAFtxHrOE/InoswsN+5D8heizCw37kPyJ6LMLDfuQ/InoswsN+5D/sA1egSarhP+sDV6BJquE/QBLIybKs4T8cyEF2aq3hPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"16920\"},\"selection_policy\":{\"id\":\"16919\"}},\"id\":\"16889\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"axis\":{\"id\":\"17590\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"17593\",\"type\":\"Grid\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"17109\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"tools\":[{\"id\":\"16545\"},{\"id\":\"16546\"},{\"id\":\"16547\"},{\"id\":\"16548\"},{\"id\":\"16549\"},{\"id\":\"16550\"}]},\"id\":\"16552\",\"type\":\"Toolbar\"},{\"attributes\":{\"source\":{\"id\":\"16655\"}},\"id\":\"16660\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"18273\"}},\"id\":\"18278\",\"type\":\"CDSView\"},{\"attributes\":{\"axis\":{\"id\":\"17594\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"17597\",\"type\":\"Grid\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"17107\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"17113\",\"type\":\"YearsTicker\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"19812\"},\"group\":null,\"major_label_policy\":{\"id\":\"19813\"},\"ticker\":{\"id\":\"16542\"}},\"id\":\"16541\",\"type\":\"LinearAxis\"},{\"attributes\":{\"tools\":[{\"id\":\"18192\"},{\"id\":\"18193\"},{\"id\":\"18194\"},{\"id\":\"18195\"},{\"id\":\"18196\"},{\"id\":\"18197\"}]},\"id\":\"18199\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"17595\",\"type\":\"BasicTicker\"},{\"attributes\":{\"below\":[{\"id\":\"17623\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"17626\"},{\"id\":\"17630\"}],\"height\":40,\"left\":[{\"id\":\"17627\"}],\"outline_line_width\":0,\"title\":{\"id\":\"17613\"},\"toolbar\":{\"id\":\"17638\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"17615\"},\"x_scale\":{\"id\":\"17619\"},\"y_range\":{\"id\":\"17617\"},\"y_scale\":{\"id\":\"17621\"}},\"id\":\"17612\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"18663\"},\"glyph\":{\"id\":\"18664\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"18666\"},\"nonselection_glyph\":{\"id\":\"18665\"},\"view\":{\"id\":\"18668\"}},\"id\":\"18667\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16656\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"16527\",\"type\":\"Title\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16891\",\"type\":\"Line\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"17104\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"17599\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"17105\",\"type\":\"DaysTicker\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"17106\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"17598\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"18222\",\"type\":\"BasicTicker\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"17108\",\"type\":\"DaysTicker\"},{\"attributes\":{\"tools\":[{\"id\":\"16512\"},{\"id\":\"16513\"},{\"id\":\"16514\"},{\"id\":\"16515\"},{\"id\":\"16516\"},{\"id\":\"16517\"}]},\"id\":\"16519\",\"type\":\"Toolbar\"},{\"attributes\":{\"overlay\":{\"id\":\"17604\"}},\"id\":\"17600\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"16919\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"17601\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"18229\",\"type\":\"ResetTool\"},{\"attributes\":{\"source\":{\"id\":\"18663\"}},\"id\":\"18668\",\"type\":\"CDSView\"},{\"attributes\":{\"tools\":[{\"id\":\"17004\"},{\"id\":\"17005\"},{\"id\":\"17006\"},{\"id\":\"17007\"},{\"id\":\"17008\"},{\"id\":\"17009\"}]},\"id\":\"17011\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"17602\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"16674\",\"type\":\"Selection\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"17110\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"17111\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16658\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18664\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"16674\"},\"selection_policy\":{\"id\":\"16673\"}},\"id\":\"16655\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18274\",\"type\":\"Line\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"17604\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"18273\"},\"glyph\":{\"id\":\"18274\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"18276\"},\"nonselection_glyph\":{\"id\":\"18275\"},\"view\":{\"id\":\"18278\"}},\"id\":\"18277\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"19851\"},\"group\":null,\"major_label_policy\":{\"id\":\"19852\"},\"ticker\":{\"id\":\"17624\"}},\"id\":\"17623\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"18282\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"18698\",\"type\":\"Selection\"},{\"attributes\":{\"axis\":{\"id\":\"16541\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"16544\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"17624\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"16542\",\"type\":\"BasicTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16657\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18666\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16690\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"17628\",\"type\":\"BasicTicker\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"16551\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"17619\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"17741\"},\"glyph\":{\"id\":\"17742\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"17744\"},\"nonselection_glyph\":{\"id\":\"17743\"},\"view\":{\"id\":\"17746\"}},\"id\":\"17745\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"pTd8JitH4T96CEm6wefaPy4nvd3Qs9U/Vykl/WJj0T+FgedzVVjLPw5aGHUB/8c/km8sJdwexj8QbTdp2qLMP5JYk37v8dQ/FXNK6fVL1z8uVw2AlWDaP9ggoKXsk9w/OfvTTifm3T9FmXiYqqnhP8Z9nPiyXuM/eUmBfvy/4z+NFDJSqTvlP4mp4CWRxeY/J3dQ/Otr5j/AfuGd8KHlP1smhaMih+U/NYc4d3+y5D9zfFs/NFLjP4bSL2js6OM/TrJ+gp7n4z8LODsGP+nkP3pCdogJX+U/BRJCRG7E5D9ZMYiVh4vlP4Pf9FkY8+U/Uggkd5QW5j/dOb3OjGnmP2ciXYTvs+Y/wDMHemKr5j/fEY/dqQXnPyA0Yi10bOU/lRNgrQ9I5D/f+zQ+JTLjPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"18698\"},\"selection_policy\":{\"id\":\"18697\"}},\"id\":\"18663\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"16673\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"17708\"},{\"id\":\"17740\"},{\"id\":\"17774\"},{\"id\":\"17810\"},{\"id\":\"17848\"},{\"id\":\"17888\"},{\"id\":\"17930\"},{\"id\":\"17974\"},{\"id\":\"18020\"},{\"id\":\"18068\"},{\"id\":\"18118\"},{\"id\":\"18170\"}]},\"id\":\"17678\",\"type\":\"Legend\"},{\"attributes\":{},\"id\":\"19800\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"source\":{\"id\":\"17741\"}},\"id\":\"17746\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18275\",\"type\":\"Line\"},{\"attributes\":{\"tools\":[{\"id\":\"17598\"},{\"id\":\"17599\"},{\"id\":\"17600\"},{\"id\":\"17601\"},{\"id\":\"17602\"},{\"id\":\"17603\"}]},\"id\":\"17605\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"19801\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#7C7C7C\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18665\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"16549\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_color\":\"#6B4C9A\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18714\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"16548\",\"type\":\"SaveTool\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17742\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"19803\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"18697\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"17621\",\"type\":\"LinearScale\"},{\"attributes\":{\"below\":[{\"id\":\"17062\"}],\"center\":[{\"id\":\"17065\"},{\"id\":\"17069\"}],\"height\":400,\"left\":[{\"id\":\"17066\"}],\"renderers\":[{\"id\":\"17089\"},{\"id\":\"17119\"},{\"id\":\"17151\"},{\"id\":\"17185\"},{\"id\":\"17221\"},{\"id\":\"17259\"},{\"id\":\"17299\"},{\"id\":\"17341\"},{\"id\":\"17385\"},{\"id\":\"17431\"},{\"id\":\"17479\"},{\"id\":\"17529\"}],\"right\":[{\"id\":\"17084\"}],\"title\":{\"id\":\"17577\"},\"toolbar\":{\"id\":\"17077\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"17054\"},\"x_scale\":{\"id\":\"17058\"},\"y_range\":{\"id\":\"17056\"},\"y_scale\":{\"id\":\"17060\"}},\"id\":\"17053\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"axis\":{\"id\":\"17623\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"17626\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"19804\",\"type\":\"AllLabels\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"19848\"},\"group\":null,\"major_label_policy\":{\"id\":\"19849\"},\"ticker\":{\"id\":\"17628\"}},\"id\":\"17627\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16937\",\"type\":\"Line\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"17114\"},{\"id\":\"17146\"},{\"id\":\"17180\"},{\"id\":\"17216\"},{\"id\":\"17254\"},{\"id\":\"17294\"},{\"id\":\"17336\"},{\"id\":\"17380\"},{\"id\":\"17426\"},{\"id\":\"17474\"},{\"id\":\"17524\"},{\"id\":\"17576\"}]},\"id\":\"17084\",\"type\":\"Legend\"},{\"attributes\":{\"axis\":{\"id\":\"17627\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"17630\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"16550\",\"type\":\"HelpTool\"},{\"attributes\":{\"overlay\":{\"id\":\"16551\"}},\"id\":\"16547\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17744\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"16545\",\"type\":\"PanTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"16935\"},\"glyph\":{\"id\":\"16936\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"16938\"},\"nonselection_glyph\":{\"id\":\"16937\"},\"view\":{\"id\":\"16940\"}},\"id\":\"16939\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdP8hTnVZKUN0/yFOdVkpQ3T/IU51WSlDdPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"17760\"},\"selection_policy\":{\"id\":\"17759\"}},\"id\":\"17741\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Source: Data for Good Meta\",\"text_font_size\":\"10pt\",\"text_font_style\":\"normal\"},\"id\":\"17613\",\"type\":\"Title\"},{\"attributes\":{\"tools\":[{\"id\":\"18225\"},{\"id\":\"18226\"},{\"id\":\"18227\"},{\"id\":\"18228\"},{\"id\":\"18229\"},{\"id\":\"18230\"}]},\"id\":\"18232\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"16546\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16936\",\"type\":\"Line\"},{\"attributes\":{\"axis\":{\"id\":\"16537\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"16540\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"16535\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"16538\",\"type\":\"BasicTicker\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16938\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17743\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"18282\"},\"group\":null,\"major_label_policy\":{\"id\":\"18283\"},\"ticker\":{\"id\":\"18255\"}},\"id\":\"18254\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17776\",\"type\":\"Line\"},{\"attributes\":{\"child\":{\"id\":\"17051\"},\"title\":\"Chichaoua\"},\"id\":\"17052\",\"type\":\"Panel\"},{\"attributes\":{},\"id\":\"17759\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"16029\"},\"glyph\":{\"id\":\"16030\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"16032\"},\"nonselection_glyph\":{\"id\":\"16031\"},\"view\":{\"id\":\"16034\"}},\"id\":\"16033\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"17760\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"16046\",\"type\":\"Selection\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"16033\"}]},\"id\":\"16060\",\"type\":\"LegendItem\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"18277\"}]},\"id\":\"18302\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"15974\",\"type\":\"LinearScale\"},{\"attributes\":{\"source\":{\"id\":\"16029\"}},\"id\":\"16034\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16032\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"16194\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"19812\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16031\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"16065\"}]},\"id\":\"16094\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"19813\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"17664\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"16045\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"18246\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"19815\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"source\":{\"id\":\"17115\"}},\"id\":\"17120\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"17119\"}]},\"id\":\"17146\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"17874\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"19816\",\"type\":\"AllLabels\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"17775\"},\"glyph\":{\"id\":\"17776\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"17778\"},\"nonselection_glyph\":{\"id\":\"17777\"},\"view\":{\"id\":\"17780\"}},\"id\":\"17779\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"18283\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"17280\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"17115\"},\"glyph\":{\"id\":\"17116\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"17118\"},\"nonselection_glyph\":{\"id\":\"17117\"},\"view\":{\"id\":\"17120\"}},\"id\":\"17119\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"17132\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"15972\",\"type\":\"LinearScale\"},{\"attributes\":{\"source\":{\"id\":\"17775\"}},\"id\":\"17780\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"18285\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17116\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"18286\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17118\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"uk+sUedu4D9E1NMCY9XaP+JLO3VpFdc/9mnNdc9X2j83RB1VQcrSPxfyMGmrg8k/F/IwaauDyT8e8jBpq4PJPxfyMGmrg8k/HvIwaauDyT8zgRuBQ8fQP4fy9pLEPNM/krCKlPms1j+Zbh6WLh3aP4/eRQXB5OA/j95FBcHk4D+A+cycrC3jP3CSmP1UgOE/cJKY/VSA4T/XZp35dJDfP7NWzKdUmuE/Wq6dn2KZ4T9arp2fYpnhP5me0hsf/eA/MStqXU1B4D+OQXA11gLiPzj6Xb6WPeM/GoNSJgpg4T+3eXD6JYvdP8t5IL3rROI/dRkmy7EA4z+XamfxLVjlPzlUYRmlluM/kJtzkORb4j9ikLd8PK/gP089DMSxeOI/aN/thHOx4D8K5MJSNJnhPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"17132\"},\"selection_policy\":{\"id\":\"17131\"}},\"id\":\"17115\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"17796\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17778\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"1CkStncj3j+/62OLdbvdPx25kaK1qtc/CclOPbzkzj93J5WVSPbHPyyrOpOc48I/NKs6k5zjwj8+qzqTnOPCP0vEWf1bt70/bc6XHzZDwj+xE4IJKRvHP5CQmYN81M0/bj5CUgKe0D91tLdixlHSPyHOJGa+cdo/k03scw2i4D8QZWnYM8XjP7/T7h03j+I/yS1HBUNC3z9wTwao4E3iP7cpg2rE5eI/99G661L+4j8hqATurrnjPzJGtYC7I+I/8kqxQPZF5j/Yxa2ZwdXpP1fjVzw4h+o/C1w42GyF7D9W/HYu+v/qP08SC1h42Oo/SBILWHjY6j9d+nkjBEPqP5I6uNIajec/uwSy59NT5T/igZP5iRbmPy61bPcik+c/7ndsVeAH5T+VnLsgkRLkPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"17796\"},\"selection_policy\":{\"id\":\"17795\"}},\"id\":\"17775\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17117\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"17779\"}]},\"id\":\"17810\",\"type\":\"LegendItem\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"17151\"}]},\"id\":\"17180\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"18287\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"17131\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"16061\"},\"glyph\":{\"id\":\"16062\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"16064\"},\"nonselection_glyph\":{\"id\":\"16063\"},\"view\":{\"id\":\"16066\"}},\"id\":\"16065\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"18288\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17777\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"17815\"}]},\"id\":\"17848\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"16061\"}},\"id\":\"16066\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"17795\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"19818\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16062\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"19819\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"19821\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"16080\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"19822\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16064\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"y1LS6psz4D9CsZFXB2LfP5dw5T0Dv9o/vsA1rQan1z/gdq6LhqjZP+B2rouGqNk/hRuRENwd4D81OGfmjRLiP1+ycCUmleI/s9JGMqjm5D+WVWkh36PmP690NnG3JeY/sHQ2cbcl5j9/Oi7UiC/iP386LtSIL+I/c+X4esFg4j+xh6pxW1fhP3mEAP4QpNw/hXF+N+5A3T+4JRvcGZreP42v48O+QeE/ja/jw75B4T9tig/e7Y3gP22KD97tjeA/bYoP3u2N4D95M44EznnfP0J/8V+iIN4/Qn/xX6Ig3j9jHUc5txngPxOODxW+6uA/1etdHiT04T9VErVpwC7lP4CMvqhYseU/L6mUfgqm5z+b5gx77l3mPyps6JvWX+M/evsfwM+O4j+5ndG2aYXhPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"16080\"},\"selection_policy\":{\"id\":\"16079\"}},\"id\":\"16061\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16063\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"16099\"}]},\"id\":\"16130\",\"type\":\"LegendItem\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"18290\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"17147\"},\"glyph\":{\"id\":\"17148\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"17150\"},\"nonselection_glyph\":{\"id\":\"17149\"},\"view\":{\"id\":\"17152\"}},\"id\":\"17151\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"16079\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"18291\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"18297\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"source\":{\"id\":\"17147\"}},\"id\":\"17152\",\"type\":\"CDSView\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"18295\",\"type\":\"DaysTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"17811\"},\"glyph\":{\"id\":\"17812\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"17814\"},\"nonselection_glyph\":{\"id\":\"17813\"},\"view\":{\"id\":\"17816\"}},\"id\":\"17815\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"18301\",\"type\":\"YearsTicker\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"18292\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17148\",\"type\":\"Line\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"18293\",\"type\":\"DaysTicker\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"18294\",\"type\":\"DaysTicker\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"18296\",\"type\":\"DaysTicker\"},{\"attributes\":{\"source\":{\"id\":\"17811\"}},\"id\":\"17816\",\"type\":\"CDSView\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"18300\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"18298\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"17166\",\"type\":\"Selection\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17812\",\"type\":\"Line\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"18299\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17150\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"yCkaGYwM5j+C7xjAWSDpP6m5UrN4Kuw/qLlSs3gq7D9Hrxo2GhvpP3v9RaTUG+Y/wDdH/QYI4z/1hXJrwQjgP3GA54jn6dk/KOxzoqnV0z8o7HOiqdXTPyjsc6Kp1dM/KOxzoqnV0z8o7HOiqdXTPyjsc6Kp1dM/nndx8ET92T+ed3HwRP3ZP553cfBE/dk/nndx8ET92T+ed3HwRP3ZP553cfBE/dk/nndx8ET92T8o7HOiqdXTPyjsc6Kp1dM/KOxzoqnV0z9pRJm81CTaP2lEmbzUJNo/aUSZvNQk2j9pRJm81CTaP2lEmbzUJNo/aUSZvNQk2j9pRJm81CTaP553cfBE/dk/nndx8ET92T+ed3HwRP3ZP553cfBE/dk/nndx8ET92T+ed3HwRP3ZPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"17166\"},\"selection_policy\":{\"id\":\"17165\"}},\"id\":\"17147\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"17834\",\"type\":\"Selection\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"16024\",\"type\":\"MonthsTicker\"},{\"attributes\":{},\"id\":\"19830\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"16023\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17814\",\"type\":\"Line\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"16026\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"16022\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"19831\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17149\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"1tThYsBg0T8l9HpBlPfVP0k34YIOpdk/P8xigdfN3z83j679QRndP1KPWxWPCOI/dfXc5y6p4D+JAtt74vfeP9+XI5bJ/Nk/uFS9VE9P1j8cqBqqAYHSP6NeLpClWto/Mc8lY8li0z+qviF7zAXXPx2uHZPPqNo/GnPA8g3I3z+9rU+jRBHhP9lCzNZZDOE/J8+Exw8/2j8pz4THDz/aP7DfiK8MnNY/ctDu3/0J1j/IcreeagnSP9AUsZXeXc8/DVhi2D1v0D8JWGLYPW/QPwtYYtg9b9A/nmo6k+O/0j8teGc8Sf7SP7EIfxIXltI/rQh/EheW0j/3UDqURQrPPxI79YTI1dE/Djv1hMjV0T/aBHdp3/zUP6gpwDIr/tM/srn9aul71z+uuf1q6XvXPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"17834\"},\"selection_policy\":{\"id\":\"17833\"}},\"id\":\"17811\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"17185\"}]},\"id\":\"17216\",\"type\":\"LegendItem\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"16021\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"19833\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"17165\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"16095\"},\"glyph\":{\"id\":\"16096\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"16098\"},\"nonselection_glyph\":{\"id\":\"16097\"},\"view\":{\"id\":\"16100\"}},\"id\":\"16099\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"19834\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17813\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"16008\"},\"group\":null,\"major_label_policy\":{\"id\":\"16009\"},\"ticker\":{\"id\":\"15981\"}},\"id\":\"15980\",\"type\":\"LinearAxis\"},{\"attributes\":{\"source\":{\"id\":\"16095\"}},\"id\":\"16100\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"17833\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16096\",\"type\":\"Line\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"16017\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"16116\",\"type\":\"Selection\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"16016\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16098\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"17097\"},\"group\":null,\"major_label_policy\":{\"id\":\"17098\"},\"ticker\":{\"id\":\"17063\"}},\"id\":\"17062\",\"type\":\"DatetimeAxis\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"OogrAOih6D950iyeMrvqP/H1r+jZHu4/W/np7UgB7j++IjTfIP7sP3bRxsRmA+0/qbx0LrTG6z8zmfHjDGPoP5g2iSuUquk/C44WRL+m6T9Cr7e+0JnpP8HuRwQtPuc/m8ce2f445j+fxx7Z/jjmPxqIjpOilOg/lzyni7SG6D/uC5jGLEDnP+KP5IHHF+Y/ASyWX6tq6T/KtSdDUijpP5fKedkEZeo/WlQLvasi6j86uFnfx8/mPxKBNCdIDeg/BWE2jsni5T/rGtimZw3mP6PQ1ggd9OM/oXqDEpt24D+2YATpoLrcP79gBOmgutw/czpMHQsN1j9wOkwdCw3WP50cS2EOJM4/uhxLYQ4kzj/QHEthDiTOP8EcS2EOJM4/0BxLYQ4kzj/BHEthDiTOPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"16116\"},\"selection_policy\":{\"id\":\"16115\"}},\"id\":\"16095\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"16280\",\"type\":\"Selection\"},{\"attributes\":{\"children\":[{\"id\":\"16493\"},{\"id\":\"15967\"},{\"id\":\"16526\"}]},\"id\":\"16559\",\"type\":\"Column\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16097\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"16135\"}]},\"id\":\"16168\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"17181\"},\"glyph\":{\"id\":\"17182\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"17184\"},\"nonselection_glyph\":{\"id\":\"17183\"},\"view\":{\"id\":\"17186\"}},\"id\":\"17185\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"16115\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"15990\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"19836\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"source\":{\"id\":\"17181\"}},\"id\":\"17186\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"17849\"},\"glyph\":{\"id\":\"17850\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"17852\"},\"nonselection_glyph\":{\"id\":\"17851\"},\"view\":{\"id\":\"17854\"}},\"id\":\"17853\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"below\":[{\"id\":\"15976\"}],\"center\":[{\"id\":\"15979\"},{\"id\":\"15983\"}],\"height\":400,\"left\":[{\"id\":\"15980\"}],\"renderers\":[{\"id\":\"16003\"},{\"id\":\"16033\"},{\"id\":\"16065\"},{\"id\":\"16099\"},{\"id\":\"16135\"},{\"id\":\"16173\"},{\"id\":\"16213\"},{\"id\":\"16255\"},{\"id\":\"16299\"},{\"id\":\"16345\"},{\"id\":\"16393\"},{\"id\":\"16443\"}],\"right\":[{\"id\":\"15998\"}],\"title\":{\"id\":\"16491\"},\"toolbar\":{\"id\":\"15991\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"15968\"},\"x_scale\":{\"id\":\"15972\"},\"y_range\":{\"id\":\"15970\"},\"y_scale\":{\"id\":\"15974\"}},\"id\":\"15967\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"16566\",\"type\":\"LinearScale\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"16610\"},{\"id\":\"16611\"},{\"id\":\"16612\"},{\"id\":\"16613\"},{\"id\":\"16614\"},{\"id\":\"16615\"},{\"id\":\"16616\"},{\"id\":\"16617\"},{\"id\":\"16618\"},{\"id\":\"16619\"},{\"id\":\"16620\"},{\"id\":\"16621\"}]},\"id\":\"16571\",\"type\":\"DatetimeTicker\"},{\"attributes\":{},\"id\":\"19837\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17182\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"16562\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"19839\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"source\":{\"id\":\"17849\"}},\"id\":\"17854\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"17202\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"16564\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"19840\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17850\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17184\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"1epzUpPe4D8pa8qiYgXePyng/ut8uuA/kdpPMoCO4D8AmpJjW77ZPwrdlvRPq9U/Ct2W9E+r1T+YR7T2E2PZP6efJdMkTuA/TfE8NFE74D9DVuf66TTgPw+TPByuxuM/XTwcMWnj5T8peXFSLXXpP+bDYlFLmec/BkiXebD84z8nK17HlU7kPwHyPhqiPuI/bWrT8btZ3T/SFxTIRSDZP9IXFMhFINk/1RcUyEUg2T/VFxTIRSDZP43uBjPHetE/e02+LGaa2D94Tb4sZprYP3pNvixmmtg/QXz9tpOj1T8/fP22k6PVPyrbtLAyw9w/u6Z5BY1x4D+F7jsRe8PZP4A9ZpPY4d4/fj1mk9jh3j8klXzGIrXaP349ZpPY4d4/kd6umTnC1z+nFFoMCM/XPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"17202\"},\"selection_policy\":{\"id\":\"17201\"}},\"id\":\"17181\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"17853\"}]},\"id\":\"17888\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17852\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"18303\"}},\"id\":\"18308\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17183\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"rXGQsrmr4j/2aB3OKrnhP3TjLxz30ds/B/PcfHEV1z8WUQx3Y1DRP34GTOeS/9I/+V7CnuSI0T8Uxqv9MOvUPzFmFQar4dI/5qRnF1Ba0z+xa4zYrqXPPzHyRq3QLNA/5z5jMVX10D/LzhoCccLKPx0bynvRLdA/shjI6Dsl0z9Ib2UzxIPXP2P46Tl/a9c/txPHuakE3D9+3Lw2HynfP6s22RRAMuM/StnddXg24j+2nKnqG//gP51ervDlat4/aWTJRZ7Z4T+SJACM9N3dPxUCH0nYI9g/MLscYsHH1z8Sh0J0cZbTP1M6UFafdNM/+jILVCQA0j+Nuph9EazSP+7uGdFOs9c/GKaRGa0O2j93TBMBPVzUPylsEdzE/9U/9TCchS5C1j+4pbqhlofWPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"17874\"},\"selection_policy\":{\"id\":\"17873\"}},\"id\":\"17849\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Business & Utility Services\"},\"renderers\":[{\"id\":\"18307\"}]},\"id\":\"18334\",\"type\":\"LegendItem\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"17221\"}]},\"id\":\"17254\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"17201\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"16131\"},\"glyph\":{\"id\":\"16132\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"16134\"},\"nonselection_glyph\":{\"id\":\"16133\"},\"view\":{\"id\":\"16136\"}},\"id\":\"16135\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"18303\"},\"glyph\":{\"id\":\"18304\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"18306\"},\"nonselection_glyph\":{\"id\":\"18305\"},\"view\":{\"id\":\"18308\"}},\"id\":\"18307\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"16028\"},{\"id\":\"16060\"},{\"id\":\"16094\"},{\"id\":\"16130\"},{\"id\":\"16168\"},{\"id\":\"16208\"},{\"id\":\"16250\"},{\"id\":\"16294\"},{\"id\":\"16340\"},{\"id\":\"16388\"},{\"id\":\"16438\"},{\"id\":\"16490\"}]},\"id\":\"15998\",\"type\":\"Legend\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17851\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"18320\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"17873\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"16131\"}},\"id\":\"16136\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18304\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"17916\",\"type\":\"Selection\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16132\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18306\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"I8I/QD0n4z9Yj2nxRAjiP1UypM35YuQ//n6uRRA44j+tA9XwbtfdP5Gnqj9cb9w/EcjBNRCH3z8Z2OWd2H3hP9a0nxvWyuI/aaL6PHzI4j9juHyqJ5/lP+FnT74w9+U/C7wAEuH75j+29OWnDrLlP0veh+dGcOQ/pyDVlD0W5T9NPho3SU/lP1FR8Pg3C+Q/bgj+rZ7/5D+9Uv7X0+/jP0pYnJtmCeU/Z7g4xwWt5T+2teaGV1DlPwnLJu7fUOU/ZuHZplod5j9JQTiWZ2fmP1oAPGLrb+c/Kx7mXUAH5j8Xj91Wcz/mP5OaNEQUr+Y/Vr1v5kEv5D92+YOnIzXkPwWYskvoMOQ/+9iuf2Qo4z/oQPMHUffkPyogpNaIduU/24PAQMCs5D/TCjjWYwHmPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"18320\"},\"selection_policy\":{\"id\":\"18319\"}},\"id\":\"18303\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"16154\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"16014\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16134\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18305\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Grocery & Convenience Stores\"},\"renderers\":[{\"id\":\"18339\"}]},\"id\":\"18368\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"16013\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"XiL4ceoH4j87s0kfUa7hPwig0SNlIuU/ZhdYHw+T5T8yBOAjIwfpPxMEqApjMek/nsDs+fYA7T9vRcewZi3tP/Ir/P6p9+0/2QMrNG3j7T/XAys0bePtPz2Lm+3Fx+0/WovTBoad7T+1EEdbwHfrP7NGKMivUuk/V8+hzAXi6D9mqw7Fr03pP7ctkvw1WOg/md1qdw6p6D/elcwpJ1joP/lTFOZYruY/FRJcoooE5T8L5Qt8KtflP0p1V6ifseU/tgsJWsMJ5z+Lb/HrwDHnP0DsOhXgwuY/l5bYbUFm6T+gYFLVjebrP6rqDxYiyOo/uE5vQ0Bi6j8xsztkjUnoPy1tOt0YIuY/ULUu1ENm5j+CqZQ35ovnP9GJuCj7ruc/p/GILhHQ5z8Y9SVUDlHoPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"16154\"},\"selection_policy\":{\"id\":\"16153\"}},\"id\":\"16131\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"19848\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"18319\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"19849\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16133\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"19851\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"17217\"},\"glyph\":{\"id\":\"17218\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"17220\"},\"nonselection_glyph\":{\"id\":\"17219\"},\"view\":{\"id\":\"17222\"}},\"id\":\"17221\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"19852\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"16153\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"16012\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"16011\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{\"source\":{\"id\":\"17217\"}},\"id\":\"17222\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"17889\"},\"glyph\":{\"id\":\"17890\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"17892\"},\"nonselection_glyph\":{\"id\":\"17891\"},\"view\":{\"id\":\"17894\"}},\"id\":\"17893\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17218\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"17889\"}},\"id\":\"17894\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16000\",\"type\":\"Line\"},{\"attributes\":{\"below\":[{\"id\":\"16570\"}],\"center\":[{\"id\":\"16573\"},{\"id\":\"16577\"}],\"height\":400,\"left\":[{\"id\":\"16574\"}],\"renderers\":[{\"id\":\"16597\"},{\"id\":\"16627\"},{\"id\":\"16659\"},{\"id\":\"16693\"},{\"id\":\"16729\"},{\"id\":\"16767\"},{\"id\":\"16807\"},{\"id\":\"16849\"},{\"id\":\"16893\"},{\"id\":\"16939\"}],\"right\":[{\"id\":\"16592\"}],\"title\":{\"id\":\"16983\"},\"toolbar\":{\"id\":\"16585\"},\"toolbar_location\":\"above\",\"width\":800,\"x_range\":{\"id\":\"16562\"},\"x_scale\":{\"id\":\"16566\"},\"y_range\":{\"id\":\"16564\"},\"y_scale\":{\"id\":\"16568\"}},\"id\":\"16561\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"17240\",\"type\":\"Selection\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17890\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17220\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPwAAAAAAAOA/AAAAAAAA4D8AAAAAAADgPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"17240\"},\"selection_policy\":{\"id\":\"17239\"}},\"id\":\"17217\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Manufacturing\"},\"renderers\":[{\"id\":\"17893\"}]},\"id\":\"17930\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"18335\"},\"glyph\":{\"id\":\"18336\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"18338\"},\"nonselection_glyph\":{\"id\":\"18337\"},\"view\":{\"id\":\"18340\"}},\"id\":\"18339\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17892\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17219\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"w+PggD992z+Wns0XcADWP5SezRdwANY/Z1m6rqCD0D9nWbquoIPQP2dZuq6gg9A/Z1m6rqCD0D+RVi7CBZLIP5FWLsIFksg/kVYuwgWSyD+RVi7CBZLIP5FWLsIFksg/kVYuwgWSyD+RVi7CBZLIP54jRLLP6NI/niNEss/o0j/zG3GDnIjZP/MbcYOciNk/9Rtxg5yI2T/zG3GDnIjZP/UbcYOciNk/V7u1LYjv2D+GAMmWV2zePzEInMWKzNc/MQicxYrM1z8xCJzFiszXPzEInMWKzNc/MQicxYrM1z+Wns0XcADWP2dZuq6gg9A/Zlm6rqCD0D9nWbquoIPQP4WHXXw+vtQ/hoddfD6+1D+Fh118Pr7UP2ZZuq6gg9A/Z1m6rqCD0D+Uns0XcADWPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"17916\"},\"selection_policy\":{\"id\":\"17915\"}},\"id\":\"17889\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"18335\"}},\"id\":\"18340\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"17239\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"16169\"},\"glyph\":{\"id\":\"16170\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"16172\"},\"nonselection_glyph\":{\"id\":\"16171\"},\"view\":{\"id\":\"16174\"}},\"id\":\"16173\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18336\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"19854\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17891\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"17915\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"16169\"}},\"id\":\"16174\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"19855\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"18354\",\"type\":\"Selection\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16170\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"19857\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18338\",\"type\":\"Line\"},{\"attributes\":{\"below\":[{\"id\":\"17029\"}],\"border_fill_alpha\":0,\"center\":[{\"id\":\"17032\"},{\"id\":\"17036\"}],\"height\":40,\"left\":[{\"id\":\"17033\"}],\"outline_line_width\":0,\"title\":{\"id\":\"17019\"},\"toolbar\":{\"id\":\"17044\"},\"toolbar_location\":null,\"width\":800,\"x_range\":{\"id\":\"17021\"},\"x_scale\":{\"id\":\"17025\"},\"y_range\":{\"id\":\"17023\"},\"y_scale\":{\"id\":\"17027\"}},\"id\":\"17018\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"7Z7vvw4P3D/yUMED9u3XP506nB8fEN8/fqdk2PKo3j+SR7ouFK3dPzAKNwxIdt0/LxSIS2Tf2z9aZf1WoineP89jr5DwzuE/ZF1lUREE3j+dgLxbnIbhP/pmKis8meA/U1iHgXWJ4D+9TSMHPIriPwe0kJxYwuE/SLe8IO7N4T+ZZuRIOYTgP1NjJsMn3eA/Zwf3huWs4D+p2ZtnZgDiP9ExVwq6ot8/B5PbEG422j9jJXdY4gbUP28bGBDvS9s/7BnFbjwM1T80cUVuH3DVP5CzX5jh9tI/nHb33DCbzz+gSekoOh/SPx/g9bNAGtg/JlYR7ufQ0j/X4v8KbJPRPy7jQ7F3wdc/qWc+JnC51z8/Dox7DVPWPwAmwHJniNc/AJHQzZrRzj87Ee6YX2XTPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"18354\"},\"selection_policy\":{\"id\":\"18353\"}},\"id\":\"18335\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"19858\",\"type\":\"AllLabels\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"16173\"}]},\"id\":\"16208\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"16011\"},\"group\":null,\"major_label_policy\":{\"id\":\"16012\"},\"ticker\":{\"id\":\"15977\"}},\"id\":\"15976\",\"type\":\"DatetimeAxis\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16172\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"16009\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#E15759\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18337\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Home Services\"},\"renderers\":[{\"id\":\"18373\"}]},\"id\":\"18404\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"vo/ZqP8q6j8Zz7pY7ZTpP0E0z8/zvus/fbwGfjep6T/dj+rl7ynpP1DoxGWALug/0D+4IYU85j9Yu+UkEYPjPwZ6jfk86uQ/46TTatsR4z+FHKpNUvHkP1pt7aLSmeI/AFxW/Ew94z8Hd3fmWrjhP3CA2Zn5qeM/SYZfvdTc4j+7Dc2U1AjkP+6rQKZs3OA/hvdclY4M4D9GM3EpfVzcP4kckm2iEt0/a9jneYVf1j8wP73Fb6/SP0SZvhg7Cs8/5rELkb8E0D9uO/K5r1bSPyE0BgtJ1s0/1nDlIXL9yj8LgeXFX3fKPyTlXVzFzMo/RiG+AyjAyj+SknpsW4rTP3tgDXfRadE/Fr65F7510j9r5zL4iGTRP+E/7JcXbNE/t7tseyAv0D/9JweCMgnQPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"16194\"},\"selection_policy\":{\"id\":\"16193\"}},\"id\":\"16169\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"18353\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"17707\",\"type\":\"YearsTicker\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16171\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"16008\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"17255\"},\"glyph\":{\"id\":\"17256\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"17258\"},\"nonselection_glyph\":{\"id\":\"17257\"},\"view\":{\"id\":\"17260\"}},\"id\":\"17259\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"16193\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"16236\",\"type\":\"Selection\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"17010\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"source\":{\"id\":\"17255\"}},\"id\":\"17260\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"17931\"},\"glyph\":{\"id\":\"17932\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"17934\"},\"nonselection_glyph\":{\"id\":\"17933\"},\"view\":{\"id\":\"17936\"}},\"id\":\"17935\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"17699\",\"type\":\"DaysTicker\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17256\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"17931\"}},\"id\":\"17936\",\"type\":\"CDSView\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"16025\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"label\":{\"value\":\"Local Events\"},\"renderers\":[{\"id\":\"17259\"}]},\"id\":\"17294\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17932\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"17935\"}]},\"id\":\"17974\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17258\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"15987\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"19866\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"tqWdl8Hz5z+2pZ2XwfPnP6ct/bmN3uo/t6Wdl8Hz5z+3pZ2XwfPnPy4CuJXrouQ/pl7SkxVS4T84dtkjfwLcP1lmGt/mLNY/iZ0mnvr41j+Y5PGhpprdPy6fXjnABOI/LZ9eOcAE4j8un145wATiPy6fXjnABOI/LZ9eOcAE4j84F/3zQvbhP9LO0zJH7eE/0s7TMkft4T9m6lfvny/lP2bqV++fL+U/R5e91wxn6D9Gl73XDGfoP7J7ORu0JOU/jyB92tnc4T+h+3YUOZDhPxnA5a/Am9w//WdSeqw44T86dtkjfwLcP6Ze0pMVUuE/pl7SkxVS4T+mXtKTFVLhPz56WHMfuOE/0ZXcL3j65D/hDX0NrA/iP+ENfQ2sD+I/sNQuF6x93T97xVNMsAbiPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"17280\"},\"selection_policy\":{\"id\":\"17279\"}},\"id\":\"17255\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"17960\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"18369\"},\"glyph\":{\"id\":\"18370\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"18372\"},\"nonselection_glyph\":{\"id\":\"18371\"},\"view\":{\"id\":\"18374\"}},\"id\":\"18373\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"19867\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17934\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"19869\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17257\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"aJhmtY565D9eZwNHchPlPwWYIAzxoec/6agX+Zwb6D/+FkfGMjPmP+o+tThIbOQ/8Hk0Wn5L5D//m6GmSmjhP5I7/l2OtuE/NkAj2gTl2z+MVvLAclzfP5bSb4/u0No/Si+JXFal3z+ExrQbVo7YP4autX+bwNc/CNSmwaPr1z9uCrVJuVvePwmJ+xwkntw/k61p1xj33j8PzTpjMNvZP/oGqQzaJdo/odnIwSKq2j/eQkPDEdXWP+bUVgMIZtM/lNpMYWkX0T8toaQbfWnPP1WRMb3TSNA/bzZO6y4S1D+JpTBThN3UP+seNOJ2+9Q/yD/uM91x1D934GxKVwDUP2OqmBRKrtc/TvidmbiL2T/a/8bomJfaP3GwKjjXzds/Mqyy0aLt2j8BSxYqXe/ZPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"17960\"},\"selection_policy\":{\"id\":\"17959\"}},\"id\":\"17931\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"18369\"}},\"id\":\"18374\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"15968\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"19870\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"17279\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"15989\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"17322\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"16209\"},\"glyph\":{\"id\":\"16210\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"16212\"},\"nonselection_glyph\":{\"id\":\"16211\"},\"view\":{\"id\":\"16214\"}},\"id\":\"16213\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18370\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"16209\"}},\"id\":\"16214\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17933\",\"type\":\"Line\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"16016\"},{\"id\":\"16017\"},{\"id\":\"16018\"},{\"id\":\"16019\"},{\"id\":\"16020\"},{\"id\":\"16021\"},{\"id\":\"16022\"},{\"id\":\"16023\"},{\"id\":\"16024\"},{\"id\":\"16025\"},{\"id\":\"16026\"},{\"id\":\"16027\"}]},\"id\":\"15977\",\"type\":\"DatetimeTicker\"},{\"attributes\":{\"label\":{\"value\":\"Public Good\"},\"renderers\":[{\"id\":\"17979\"}]},\"id\":\"18020\",\"type\":\"LegendItem\"},{\"attributes\":{\"label\":{\"value\":\"All\"},\"renderers\":[{\"id\":\"16003\"}]},\"id\":\"16028\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"17959\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"18390\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16001\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#4E79A7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16002\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"15999\"}},\"id\":\"16004\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16210\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18372\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"15999\"},\"glyph\":{\"id\":\"16000\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"16002\"},\"nonselection_glyph\":{\"id\":\"16001\"},\"view\":{\"id\":\"16004\"}},\"id\":\"16003\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"sSgbkR7k5z99BAtZMVfnP8oITo+tkOc/Ss3jVIs+5D+3/SWxmM/gPzlbMPX1xNk/KIGwJMfh3D9hPd/rlW3bP9ycZ79TNt4/gPF7dQGO4D+mkt/ZAKjjP2myJRowg+Q/befkMawm5T8eH97n/orlP/vsTkKSseY/jzeFC8at5j8pufvlCG7mPynBHgHNbuM/ruQLrqfK4j92KeYXlqbiP0Au692YHOM/3QoUKBui4j+g5BDI4nziP8sxPHeT/OI/RfxIHCWI5j8pBI8oElLnP/J8Ij6ye+c/syNP7PNg5j+YThG38LXlPyqyYDIAf+U/x+18r66v5D9wxH/IunbjPx789D6oe+U/3b5BoP8J5T+iw81urLnjP+lLeWh/9OI/YJbe6QXm4j+yxd8PKAriPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"18390\"},\"selection_policy\":{\"id\":\"18389\"}},\"id\":\"18369\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Manufacturing\"},\"renderers\":[{\"id\":\"16213\"}]},\"id\":\"16250\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"IaqdIrmu6T+9UK4FsuvoPzmU1dTPrek/ZyeoBBlk5j8HTLbpdaHjP+tbobNB8+I/2wl96SYa4T//pChBHr/fPw41wlcOfuI/FRscBiWH4z/n2ApmcQPmP6LgYgEPT+c/T728Nbzj5T+4PmiHM/DlPzUzOcxkuOY/rjFQpvtZ5j/2i5Hdg67nP3mQtSbCAuc/EpWg6RPk5T9XsFhUfpLlP4Ag/iUAoeM/zZwn+NnG4T9MSLzAX3reP9hnTggQRtw/+W3OxV3G3T8R2zR5pWnhP11QvD/zn98/sSBtTWtW4D8MABMHydzfPx5zjKp1Nd8/0q1FHut62j/QIPrpVnLWP2YSopYxZMw/lxoI66T3yz+rsW+2chXNP64PIllU3Mw/wmRnFslB0j9PUuAClSzSPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"16014\"},\"selection_policy\":{\"id\":\"16013\"}},\"id\":\"15999\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16212\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#76B7B2\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18371\",\"type\":\"Line\"},{\"attributes\":{\"tools\":[{\"id\":\"15984\"},{\"id\":\"15985\"},{\"id\":\"15986\"},{\"id\":\"15987\"},{\"id\":\"15988\"},{\"id\":\"15989\"}]},\"id\":\"15991\",\"type\":\"Toolbar\"},{\"attributes\":{\"label\":{\"value\":\"Lifestyle Services\"},\"renderers\":[{\"id\":\"18409\"}]},\"id\":\"18442\",\"type\":\"LegendItem\"},{\"attributes\":{\"axis\":{\"id\":\"17062\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"17065\",\"type\":\"Grid\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"ZnlbJLcw5j+rS47md4rmPxuxpQNm0+U/meczNftg6D81yUggSwDlP+uhUTi7yOU/ieL6FTij4T/Vbjrm1dDhP5WlkxwzrOI/2VstN+Ln4D/djY2z0rvdP31DfxRaGOI/k5xiO6hx5T+WFecuzpPnPztXMRYQf+U/i4zXwxVD4j9urZA7TM/jP2o0DEgmreE/Sr6V6opU2z+xWr1sDhHTP1HRaAuFmc0/Zh3TxCvT0z/FsoZpIEvaP2IWBjk1bt0/ouLfO6RV4D9Am05XEX7kP65CzUQLx+c/R8QXoa996z/qtJpfsujpP/czp/IIceg/AquU+JgX5z/XeTOD6XPoP59kJ9LmT+g/YntimMkh5z/5C/C2FlrlP2d8svDIluY/rTJMC3jS5D+bqrN/AxXlPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"16236\"},\"selection_policy\":{\"id\":\"16235\"}},\"id\":\"16209\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"18389\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16211\",\"type\":\"Line\"},{\"attributes\":{\"overlay\":{\"id\":\"15990\"}},\"id\":\"15986\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"17295\"},\"glyph\":{\"id\":\"17296\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"17298\"},\"nonselection_glyph\":{\"id\":\"17297\"},\"view\":{\"id\":\"17300\"}},\"id\":\"17299\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"15988\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"16235\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16254\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"19872\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"source\":{\"id\":\"17295\"}},\"id\":\"17300\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"15985\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"19873\",\"type\":\"AllLabels\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"17975\"},\"glyph\":{\"id\":\"17976\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"17978\"},\"nonselection_glyph\":{\"id\":\"17977\"},\"view\":{\"id\":\"17980\"}},\"id\":\"17979\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"19875\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"15984\",\"type\":\"PanTool\"},{\"attributes\":{\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17296\",\"type\":\"Line\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"16020\",\"type\":\"DaysTicker\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17338\",\"type\":\"Line\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"16019\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"19876\",\"type\":\"AllLabels\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"16018\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"source\":{\"id\":\"17975\"}},\"id\":\"17980\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"16027\",\"type\":\"YearsTicker\"},{\"attributes\":{\"label\":{\"value\":\"Manufacturing\"},\"renderers\":[{\"id\":\"17299\"}]},\"id\":\"17336\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17976\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17298\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"N9DwmdlW4z8gGCYh/0vjPxL1jp9CQeA/cLh4fp9B2j/hwvVHzyTgP+HC9UfPJOA/4sL1R88k4D+LKa/QzijjPzWFrSlDReM/QqhEq/9P5j/rDv4z/1PpP+sO/jP/U+k/+TGVtbte7D8IVSw3eGnvPwhVLDd4ae8/tpJ0VQRJ7D+ob93TRz7pP/4IJEtIOuY/VaJqwkg24z9Hf9NAjCvgP0Z/00CMK+A/OTE0cBlP2j+qO7E5STLgP6o7sTlJMuA/qjuxOUky4D9VomrCSDbjP1WiasJINuM/Rn/TQIwr4D9Gf9NAjCvgP+LC9UfPJOA/4sL1R88k4D+KKa/QzijjP4spr9DOKOM/NZBoWc4s5j/nxtEW3zzpP+fG0RbfPOk/PmAYjt845j9Lg68PnEPpPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"17322\"},\"selection_policy\":{\"id\":\"17321\"}},\"id\":\"17295\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"18006\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"18405\"},\"glyph\":{\"id\":\"18406\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"18408\"},\"nonselection_glyph\":{\"id\":\"18407\"},\"view\":{\"id\":\"18410\"}},\"id\":\"18409\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17978\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"15970\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#B07AA1\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17297\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"5wGmsuBH6D+vFt1fbCznP0kAkkIHPOg/5clDdN8/6D8Kjw2cijDlPzWk9G9DgeE/zgIUR59E3z9fJt46+x/aP2nMaf7WlNY/PpFswn910z8J/ghfz23TP0hnmMkOXdY/ZX4HwnGG1z8RrsrK4OvSP6fIZhmcXNM/Ub668ECL1z/sKcF4BC/aP+8pwXgEL9o/lUhRjt0i3T8jQBW8WbvgP9Pn3Xs21+E/+bp/sGjt4T/VZ54E8/HgPwxkNoEiQN8/Yo1pXuMw3z8AfUI3KmrfPwDa28o7N9s/AKLw1/Sq3z+lc7wbWD3hP6Be9OST/uI/a5T3qHVQ5D+Jl6DPUsblPz+zAI7NReM/0tBfKFsV4z8XkKVlAefjP96+hkl+l+M/NiyGwGW64D95IbJi9N/gPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"18006\"},\"selection_policy\":{\"id\":\"18005\"}},\"id\":\"17975\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"18405\"}},\"id\":\"18410\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"17321\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"16251\"}},\"id\":\"16256\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18406\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#9C755F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"17977\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#BAB0AC\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18022\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"18005\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"18428\",\"type\":\"Selection\"},{\"attributes\":{\"axis\":{\"id\":\"15976\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"15979\",\"type\":\"Grid\"},{\"attributes\":{\"click_policy\":\"hide\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"16622\"},{\"id\":\"16654\"},{\"id\":\"16688\"},{\"id\":\"16724\"},{\"id\":\"16762\"},{\"id\":\"16802\"},{\"id\":\"16844\"},{\"id\":\"16888\"},{\"id\":\"16934\"},{\"id\":\"16982\"}]},\"id\":\"16592\",\"type\":\"Legend\"},{\"attributes\":{\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16252\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18408\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"16251\"},\"glyph\":{\"id\":\"16252\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"16254\"},\"nonselection_glyph\":{\"id\":\"16253\"},\"view\":{\"id\":\"16256\"}},\"id\":\"16255\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"R+oeDXdUyT+udY9qhFfHP9WlfOaYaL0/tR0ea0OGqj9BuEKbWraqPzZW6Eg54K8/KOiKRtiuuT8Tm8tkvsvAP64cH40obcc/lGQL1hz50D8Ti6jWJH/YP36QOW8jS9o/v2TdKmO22T/1Sp4mC7HcPwyEd2m3z9s/QrGg5lVX3j/thtJCPdHbP4i+iK0ou9Y/GYnNbhj91j/9zZ9l6+7XP6+1b9X0e9I/0f81/tHj0j955KX0xKfLP/+HPTt0a8o/aCvg1zHzxT8wiWkwsLnBP2WV/XiGIcI/95IjCXNHzD8SFTAL3ybKP8X2w55U+8k/JMX229Npxj8wrtRQo63FP6Vah2fixcQ/ioHT5T+GxD9kPN4gyn68P0+4lUiAOLw/a51HXtH0wj+fNNFEaozDPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"18428\"},\"selection_policy\":{\"id\":\"18427\"}},\"id\":\"18405\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Professional Services\"},\"renderers\":[{\"id\":\"16255\"}]},\"id\":\"16294\",\"type\":\"LegendItem\"},{\"attributes\":{\"axis\":{\"id\":\"16570\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"16573\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"19884\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"16568\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#FF9DA7\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16253\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#59A14F\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18407\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"16605\"},\"group\":null,\"major_label_policy\":{\"id\":\"16606\"},\"ticker\":{\"id\":\"16571\"}},\"id\":\"16570\",\"type\":\"DatetimeAxis\"},{\"attributes\":{\"line_color\":\"#EDC948\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"18444\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"19885\",\"type\":\"AllLabels\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"KPHPxhW85D+CLqqTtzfiPyexaFsvYuA/ddY3MJvp3j9AbfoU8azWP+2zkMMyYtY/0PbJthlA1j9oZzdSJa/cPxrBIlXZn9w/nlr74Xnk3D9yi4wbzeXeP1lZ/tGe/OE/Pt8RWtUg4T8KI02y/QjfP4Gy3xbymdg/Zag8M5Vb3j8+XZQ5Q+nhP1GHXEu6IuU/S4dcS7oi5T+KrYkdn4jjP4atiR2fiOM/6WkjF6Rj5j/JeB/DU47jP9LUUbM9veM/oRYuQPEf4T8wCP8+lW3fP7C0VJECauE/VrVkUDXP4T8y87UrxrLeP3BptsE0D+A/3teKKVFI2D9fnVWAYSfdPzCbQjk+5to/YiQk3mzg1z9ZyRhdUyXXPyNS/4osjdo/TWfDw/+n3D9rmXFHD5LePw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"16280\"},\"selection_policy\":{\"id\":\"16279\"}},\"id\":\"16251\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"18427\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"19887\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAAWuoeEIAAMBmvah4QgAAgMwPqXhCAABAMmKpeEIAAACYtKl4QgAAwP0GqnhCAACAY1mqeEIAAEDJq6p4QgAAAC/+qnhCAADAlFCreEIAAID6oqt4QgAAQGD1q3hCAAAAxkeseEIAAMArmqx4QgAAgJHsrHhCAABA9z6teEIAAABdka14QgAAwMLjrXhCAACAKDaueEIAAECOiK54QgAAAPTarnhCAADAWS2veEIAAIC/f694QgAAQCXSr3hCAAAAiySweEIAAMDwdrB4QgAAgFbJsHhCAABAvBuxeEIAAAAibrF4QgAAwIfAsXhCAACA7RKyeEIAAEBTZbJ4QgAAALm3snhCAADAHgqzeEIAAICEXLN4QgAAQOqus3hCAAAAUAG0eEIAAMC1U7R4Qg==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]},\"y\":{\"__ndarray__\":\"TsIMFR780T9OwgwVHvzRP07CDBUe/NE/TsIMFR780T9OwgwVHvzRP7sEmyKLNtM/uwSbIos20z8yG8reFyDaP84v++0sWt4/n2Ujwaxd4T+fZSPBrF3hP55lI8GsXeE/Ye1s4L8f3T9h7Wzgvx/dP1hyibhfl9o/GQ2rPUup2z+qcV+pHkjXP6pxX6keSNc/qnFfqR5I1z+qcV+pHkjXP6pxX6keSNc/OCWVU9/N2T/edUK/3oHUP3GrmllyLtk//ju5WIIO4D/LBrSO5ZzjP5Uh4Fsv8+U/XjwMKXlJ6D+pr/dWTCznP3HKIySWguk/ruErWq/r6T9p+z8uZnTmPyqJ/8Nxb+Y/YG7T9icZ5D+XU6cp3sLhP5lx9rgo2d4/BjyeHpUs2j/81zUYz63UPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[38]}},\"selected\":{\"id\":\"16046\"},\"selection_policy\":{\"id\":\"16045\"}},\"id\":\"16029\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"#F28E2B\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"16030\",\"type\":\"Line\"}],\"root_ids\":[\"18835\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.3\"}};\n const render_items = [{\"docid\":\"3ab25d44-5507-4547-a325-b4292b074fbb\",\"root_ids\":[\"18835\"],\"roots\":{\"18835\":\"57fdb973-98ef-45d2-b530-ee61692c8414\"}}];\n root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n }\n if (root.Bokeh !== undefined) {\n embed_document(root);\n } else {\n let attempts = 0;\n const timer = setInterval(function(root) {\n if (root.Bokeh !== undefined) {\n clearInterval(timer);\n embed_document(root);\n } else {\n attempts++;\n if (attempts > 100) {\n clearInterval(timer);\n console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n }\n }\n }, 10, root)\n }\n})(window);", "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { - "id": "48105" + "id": "18835" } }, "output_type": "display_data" + }, + { + "ename": "", + "evalue": "", + "output_type": "error", + "traceback": [ + "\u001b[1;31mThe Kernel crashed while executing code in the the current cell or a previous cell. Please review the code in the cell(s) to identify a possible cause of the failure. Click here for more info. View Jupyter log for further details." + ] } ], "source": [ diff --git a/_sources/notebooks/earthquake-intensity/earthquake_intensity.ipynb b/_sources/notebooks/earthquake-intensity/earthquake_intensity.ipynb index 12531da..edf59da 100644 --- a/_sources/notebooks/earthquake-intensity/earthquake_intensity.ipynb +++ b/_sources/notebooks/earthquake-intensity/earthquake_intensity.ipynb @@ -27,11 +27,12 @@ "\n", "## Data\n", "\n", - "Earthquake Intensity Data was obtained from [USGS](https://earthquake.usgs.gov/earthquakes/eventpage/us7000kufc/shakemap/intensity) and was overlayed with shapefiles of Morocco admin regions taken from [UNOCHA](https://data.humdata.org/dataset/cod-ab-mar?) and from GADM[https://gadm.org/download_country.html]. This can be used as a baseline map upon which other indicators can be visualized. \n", + "Earthquake Intensity Data was obtained from [USGS](https://earthquake.usgs.gov/earthquakes/eventpage/us7000kufc/shakemap/intensity) and was overlayed with shapefiles of Morocco admin regions taken from [UNOCHA](https://data.humdata.org/dataset/cod-ab-mar?) and from GADM[https://gadm.org/download_country.html]. This can be used as a baseline map upon which other indicators can be visualized. The MMI is a range that allows us to estimate the amount of damage done to buildings. \n", + "\n", "\n", "## Methodology\n", "\n", - "The impact of the earthquake in this situation is measured using the Modified Mercelli Intensity Scale (mmi). \n", + "The impact of the earthquake in this situation is measured using the Modified Mercalli Intensity Scale (mmi). \n", "\n", "The effect of an earthquake on the Earth's surface is called the intensity. The intensity scale consists of a series of certain key responses such as people awakening, movement of furniture, damage to chimneys, and finally - total destruction. Although numerousintensity scales have been developed over the last several hundred years to evaluate the effects of earthquakes, the one currently used in the United States is the Modified Mercalli (MM) Intensity Scale. It was developed in 1931 by the American seismologists Harry Wood and Frank Neumann. This scale, composed of increasing levels of intensity that range from imperceptible shaking to catastrophic destruction, is designated by Roman numerals. It does not have a mathematical basis; instead it is an arbitrary ranking based on observed effects.\n", "\n", @@ -39,11 +40,23 @@ "\n", "The lower numbers of the intensity scale generally deal with the manner in which the earthquake is felt by people. The higher numbers of the scale are based on observed structural damage. Structural engineers usually contribute information for assigning intensity values of VIII or above.\n", "\n", - "Source: [USGS Modified Mercelli Intensity Scale](https://www.usgs.gov/programs/earthquake-hazards/modified-mercalli-intensity-scale#:~:text=The%20effect%20of%20an%20earthquake,%2C%20and%20finally%20%2D%20total%20destruction.)\n", + "Source: [USGS Modified Mercalli Intensity Scale](https://www.usgs.gov/programs/earthquake-hazards/modified-mercalli-intensity-scale#:~:text=The%20effect%20of%20an%20earthquake,%2C%20and%20finally%20%2D%20total%20destruction.)\n", "\n", "Alternatively, another variable that can be used is also the distance from the epicenter. " ] }, + { + "attachments": { + "image.png": { + "image/png": "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" + } + }, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -73,6 +86,108 @@ ] }, "outputs": [], + "source": [ + "def get_mmi_class(mmi):\n", + " if mmi>7 and mmi<=8:\n", + " return 'High Damage'\n", + " elif mmi>8 and mmi<=9:\n", + " return 'Very High Damage'\n", + " elif mmi>9:\n", + " return 'Extreme Damage'\n", + " else:\n", + " return 'Low Damage'" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "def get_mmi_color(mmi):\n", + " if mmi>7 and mmi<=8:\n", + " return 'orange'\n", + " elif mmi>8 and mmi<=9:\n", + " return 'red'\n", + " elif mmi>9:\n", + " return 'purple'\n", + " else:\n", + " return 'grey'" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Unexpected exception formatting exception. Falling back to standard exception\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Traceback (most recent call last):\n", + " File \"fiona\\ogrext.pyx\", line 136, in fiona.ogrext.gdal_open_vector\n", + " File \"fiona\\_err.pyx\", line 291, in fiona._err.exc_wrap_pointer\n", + "fiona._err.CPLE_OpenFailedError: ../../data/shapefiles/mar_adm2.shp: No such file or directory\n", + "\n", + "During handling of the above exception, another exception occurred:\n", + "\n", + "Traceback (most recent call last):\n", + " File \"c:\\Users\\sahit\\anaconda3\\envs\\turkey-rdna\\lib\\site-packages\\IPython\\core\\interactiveshell.py\", line 3460, in run_code\n", + " exec(code_obj, self.user_global_ns, self.user_ns)\n", + " File \"C:\\Users\\sahit\\AppData\\Local\\Temp\\ipykernel_43104\\3991273565.py\", line 1, in \n", + " morocco_adm2 = gpd.read_file('../../data/shapefiles/mar_adm2.shp')\n", + " File \"c:\\Users\\sahit\\anaconda3\\envs\\turkey-rdna\\lib\\site-packages\\geopandas\\io\\file.py\", line 259, in _read_file\n", + " return _read_file_fiona(\n", + " File \"c:\\Users\\sahit\\anaconda3\\envs\\turkey-rdna\\lib\\site-packages\\geopandas\\io\\file.py\", line 303, in _read_file_fiona\n", + " with reader(path_or_bytes, **kwargs) as features:\n", + " File \"c:\\Users\\sahit\\anaconda3\\envs\\turkey-rdna\\lib\\site-packages\\fiona\\env.py\", line 457, in wrapper\n", + " return f(*args, **kwds)\n", + " File \"c:\\Users\\sahit\\anaconda3\\envs\\turkey-rdna\\lib\\site-packages\\fiona\\__init__.py\", line 360, in open\n", + " colxn = Collection(\n", + " File \"c:\\Users\\sahit\\anaconda3\\envs\\turkey-rdna\\lib\\site-packages\\fiona\\collection.py\", line 234, in __init__\n", + " self.session.start(self, **kwargs)\n", + " File \"fiona\\ogrext.pyx\", line 587, in fiona.ogrext.Session.start\n", + " File \"fiona\\ogrext.pyx\", line 143, in fiona.ogrext.gdal_open_vector\n", + "fiona.errors.DriverError: ../../data/shapefiles/mar_adm2.shp: No such file or directory\n", + "\n", + "During handling of the above exception, another exception occurred:\n", + "\n", + "Traceback (most recent call last):\n", + " File \"c:\\Users\\sahit\\anaconda3\\envs\\turkey-rdna\\lib\\site-packages\\IPython\\core\\interactiveshell.py\", line 2057, in showtraceback\n", + " stb = self.InteractiveTB.structured_traceback(\n", + " File \"c:\\Users\\sahit\\anaconda3\\envs\\turkey-rdna\\lib\\site-packages\\IPython\\core\\ultratb.py\", line 1288, in structured_traceback\n", + " return FormattedTB.structured_traceback(\n", + " File \"c:\\Users\\sahit\\anaconda3\\envs\\turkey-rdna\\lib\\site-packages\\IPython\\core\\ultratb.py\", line 1177, in structured_traceback\n", + " return VerboseTB.structured_traceback(\n", + " File \"c:\\Users\\sahit\\anaconda3\\envs\\turkey-rdna\\lib\\site-packages\\IPython\\core\\ultratb.py\", line 1049, in structured_traceback\n", + " formatted_exceptions += self.format_exception_as_a_whole(etype, evalue, etb, lines_of_context,\n", + " File \"c:\\Users\\sahit\\anaconda3\\envs\\turkey-rdna\\lib\\site-packages\\IPython\\core\\ultratb.py\", line 935, in format_exception_as_a_whole\n", + " self.get_records(etb, number_of_lines_of_context, tb_offset) if etb else []\n", + " File \"c:\\Users\\sahit\\anaconda3\\envs\\turkey-rdna\\lib\\site-packages\\IPython\\core\\ultratb.py\", line 1003, in get_records\n", + " lines, first = inspect.getsourcelines(etb.tb_frame)\n", + " File \"c:\\Users\\sahit\\anaconda3\\envs\\turkey-rdna\\lib\\inspect.py\", line 1121, in getsourcelines\n", + " lines, lnum = findsource(object)\n", + " File \"c:\\Users\\sahit\\anaconda3\\envs\\turkey-rdna\\lib\\inspect.py\", line 958, in findsource\n", + " raise OSError('could not get source code')\n", + "OSError: could not get source code\n" + ] + } + ], "source": [ "morocco_adm2 = gpd.read_file('../../data/shapefiles/mar_adm2.shp')\n", "morocco_adm1 = gpd.read_file('../../data/shapefiles/mar_adm1.shp')" @@ -80,7 +195,7 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 5, "metadata": { "tags": [ "remove-cell" @@ -95,7 +210,20 @@ }, { "cell_type": "code", - "execution_count": 112, + "execution_count": 6, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "affected_regions = mi_sep8[mi_sep8['PARAMVALUE']>=7]" + ] + }, + { + "cell_type": "code", + "execution_count": 7, "metadata": { "tags": [ "remove-cell" @@ -110,7 +238,24 @@ }, { "cell_type": "code", - "execution_count": 84, + "execution_count": 8, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "gdf_adm3['mmi_class'] = gdf_adm3['PARAMVALUE'].apply(lambda x: get_mmi_class(x))\n", + "gdf_adm4['mmi_class'] = gdf_adm4['PARAMVALUE'].apply(lambda x: get_mmi_class(x))\n", + "\n", + "gdf_adm3['mmi_color'] = gdf_adm3['PARAMVALUE'].apply(lambda x: get_mmi_color(x))\n", + "gdf_adm4['mmi_color'] = gdf_adm4['PARAMVALUE'].apply(lambda x: get_mmi_color(x))" + ] + }, + { + "cell_type": "code", + "execution_count": 9, "metadata": { "tags": [ "remove-cell" @@ -138,7 +283,20 @@ }, { "cell_type": "code", - "execution_count": 104, + "execution_count": 10, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "color_map = {'Low damage':'grey', 'High damage':'orange', 'Extreme damage':'Dark red'}" + ] + }, + { + "cell_type": "code", + "execution_count": 17, "metadata": { "tags": [ "hide-input" @@ -147,7 +305,7 @@ "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -165,7 +323,11 @@ "vmin = gdf['PARAMVALUE'].min()\n", "vmax = gdf['PARAMVALUE'].max()\n", "\n", - "gdf.plot(column='PARAMVALUE', cmap = 'viridis', ax=ax, vmax=vmax, legend = True)\n", + "\n", + "\n", + "morocco_adm4.boundary.plot(ax=ax, color='#f2f2f2', alpha=0.8, linewidth=0.5)\n", + "affected_regions.plot(column='PARAMVALUE', cmap ='Reds', ax=ax, vmax=vmax, legend = True)\n", + "\n", "\n", "ax.spines['top'].set_visible(False)\n", "ax.spines['bottom'].set_visible(False)\n", @@ -178,7 +340,7 @@ "text_to_add = gdf_adm4[gdf_adm4['PARAMVALUE']== gdf_adm4['PARAMVALUE'].max()]['NAME_4'].iloc[0]\n", "x, y =gdf_adm4[gdf_adm4['PARAMVALUE']== gdf_adm4['PARAMVALUE'].max()]['geometry'].iloc[0].centroid.x, gdf_adm4[gdf_adm4['PARAMVALUE']== gdf_adm4['PARAMVALUE'].max()]['geometry'].iloc[0].centroid.y\n", "\n", - "ax.scatter(x, y, c='red', marker='o', s=50, label=text_to_add)\n", + "ax.scatter(x, y, c='black', marker='o', s=50, label=text_to_add)\n", "# Use the annotate function to add the text to the map\n", "ax.annotate(text_to_add, xy=(x-0.5, y-0.5), xytext=(10, 10), textcoords='offset points',\n", " fontsize=10, color='black')\n", @@ -186,11 +348,11 @@ "text_to_add = gdf_adm4[gdf_adm4['NAME_4']== 'Marrakech Medina']['NAME_4'].iloc[0]\n", "x, y =gdf_adm4[gdf_adm4['NAME_4']== 'Marrakech Medina']['geometry'].iloc[0].centroid.x, gdf_adm4[gdf_adm4['NAME_4']== 'Marrakech Medina']['geometry'].iloc[0].centroid.y\n", "\n", - "ax.scatter(x, y, c='red', marker='o', s=50, label=text_to_add)\n", + "ax.scatter(x, y, c='black', marker='o', s=50, label=text_to_add)\n", "\n", "# Use the annotate function to add the text to the map\n", "ax.annotate(text_to_add, xy=(x-0.05, y-0.3), xytext=(10, 10), textcoords='offset points',\n", - " fontsize=10, color='white', weight='bold')\n", + " fontsize=10, color='black', weight='bold')\n", "\n", "\n", "# sm = plt.cm.ScalarMappable(cmap='viridis',norm=plt.Normalize(vmin=vmin, vmax=vmax))\n", @@ -210,12 +372,23 @@ "ax.text(0, 0, subtitle, ha='left', va='center', transform=ax.transAxes,\n", " fontsize=10, color='gray', weight='normal')\n", "\n", + "# # Create a custom legend\n", + "# legend_labels = ['Low Damage', 'High Damage', 'Very High Damage']\n", + "# legend_colors = ['grey', 'orange', 'red']\n", + "\n", + "# # Create custom legend handles\n", + "# from matplotlib.lines import Line2D\n", + "# legend_handles = [Line2D([0], [0], marker='o', color='w', label=legend_labels[i], markersize=10, markerfacecolor=legend_colors[i]) for i in range(len(legend_labels))]\n", + "\n", + "# # Display the custom legend\n", + "# plt.legend(handles=legend_handles, loc='center left', bbox_to_anchor=(1, 0.5), frameon=False)\n", + "\n", "plt.savefig('../../docs/images/01_earthquake_intensity_adm4.png')" ] }, { "cell_type": "code", - "execution_count": 106, + "execution_count": 60, "metadata": { "tags": [ "hide-input" @@ -224,9 +397,9 @@ "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -242,7 +415,7 @@ "vmin = gdf['PARAMVALUE'].min()\n", "vmax = gdf['PARAMVALUE'].max()\n", "\n", - "gdf.plot(column='PARAMVALUE', cmap = 'viridis', ax=ax, vmax=vmax, legend = True)\n", + "gdf.plot(column='mmi_class', color = gdf['mmi_color'], ax=ax, vmax=vmax, legend = True)\n", "\n", "ax.spines['top'].set_visible(False)\n", "ax.spines['bottom'].set_visible(False)\n", @@ -258,15 +431,15 @@ "text_to_add = gdf_adm3[gdf_adm3['PARAMVALUE']== gdf_adm3['PARAMVALUE'].max()]['NAME_3'].iloc[0]\n", "x, y =gdf_adm3[gdf_adm3['PARAMVALUE']== gdf_adm3['PARAMVALUE'].max()]['geometry'].iloc[0].centroid.x, gdf_adm3[gdf_adm3['PARAMVALUE']== gdf_adm3['PARAMVALUE'].max()]['geometry'].iloc[0].centroid.y\n", "\n", - "ax.scatter(x, y, c='red', marker='o', s=50, label=text_to_add)\n", + "ax.scatter(x, y, c='black', marker='o', s=50, label=text_to_add)\n", "# Use the annotate function to add the text to the map\n", "ax.annotate(text_to_add, xy=(x-0.5, y-0.5), xytext=(10, 10), textcoords='offset points',\n", - " fontsize=10, color='black')\n", + " fontsize=10, color='white')\n", "\n", "text_to_add = gdf_adm3[gdf_adm3['NAME_3']== 'NA (Marrakech Medina)']['NAME_3'].iloc[0]\n", "x, y =gdf_adm3[gdf_adm3['NAME_3']== 'NA (Marrakech Medina)']['geometry'].iloc[0].centroid.x, gdf_adm3[gdf_adm3['NAME_3']== 'NA (Marrakech Medina)']['geometry'].iloc[0].centroid.y\n", "\n", - "ax.scatter(x, y, c='red', marker='o', s=50, label='Marrakech Medina')\n", + "ax.scatter(x, y, c='black', marker='o', s=50, label='Marrakech Medina')\n", "\n", "# Use the annotate function to add the text to the map\n", "ax.annotate('Marrakech Medina', xy=(x-0.05, y-0.3), xytext=(10, 10), textcoords='offset points',\n", @@ -287,6 +460,18 @@ "ax.text(0, 0, subtitle, ha='left', va='center', transform=ax.transAxes,\n", " fontsize=10, color='gray', weight='normal')\n", "\n", + "# Create a custom legend\n", + "legend_labels = ['Low Damage', 'High Damage', 'Very High Damage']\n", + "legend_colors = ['grey', 'orange', 'red']\n", + "\n", + "# Create custom legend handles\n", + "from matplotlib.lines import Line2D\n", + "legend_handles = [Line2D([0], [0], marker='o', color='w', label=legend_labels[i], markersize=10, markerfacecolor=legend_colors[i]) for i in range(len(legend_labels))]\n", + "\n", + "# Display the custom legend\n", + "plt.legend(handles=legend_handles, loc='center left', bbox_to_anchor=(1, 0.5), frameon=False)\n", + "\n", + "\n", "plt.savefig('../../docs/images/01_earthquake_intensity_adm3.png')" ] } diff --git a/_sources/notebooks/population/settlement.ipynb b/_sources/notebooks/population/settlement.ipynb index e94bea6..d97a66e 100644 --- a/_sources/notebooks/population/settlement.ipynb +++ b/_sources/notebooks/population/settlement.ipynb @@ -46,7 +46,7 @@ }, "outputs": [], "source": [ - "settlement = gpd.read_file('../../data/population/atlasAI/AtlasAI_AHS_Morocco_2022_Built_Up_Settlement_Map.geojson')" + "#settlement = gpd.read_file('../../data/population/atlasAI/AtlasAI_AHS_Morocco_2022_Built_Up_Settlement_Map.geojson')" ] }, { @@ -67,7 +67,33 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 4, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "mi_sep8 = gpd.read_file('../../data/earthquake/shape/mi.shp')" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "affected_regions = mi_sep8[mi_sep8['PARAMVALUE']>=7]" + ] + }, + { + "cell_type": "code", + "execution_count": 6, "metadata": { "tags": [ "remove-cell" @@ -84,7 +110,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 7, "metadata": { "tags": [ "remove-cell" @@ -92,29 +118,111 @@ }, "outputs": [], "source": [ - "affected_settlement = settlement.sjoin(affected_morocco_adm1)" + "#affected_settlement = settlement.sjoin(affected_morocco_adm1)" ] }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 8, "metadata": { "tags": [ "remove-cell" ] }, + "outputs": [], + "source": [ + "#affected_settlement.to_file('../../data/population/atlasAI/affected_settlement.shp')" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "financial_services = gpd.read_file('../../data/poi/hotosm_mar_financial_services_points_shp_shp_uid_36a0ca17-0d63-4977-8063-786fc7a6bf87/hotosm_mar_financial_services_points_shp_point.shp')\n", + "#financial_services = financial_services.sjoin(affected_morocco_adm1)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "poi = gpd.read_file('../../data/poi/hotosm_mar_points_of_interest_points_shp_shp_uid_e08eeee9-52cf-4439-b4d5-a5a5b70d9e94/hotosm_mar_points_of_interest_points_shp_point.shp')" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "tourist_attractions = poi[~(poi['tourism'].isnull())]\n", + "#tourist_attractions = tourist_attractions.sjoin(affected_morocco_adm1)" + ] + }, + { + "cell_type": "code", + "execution_count": 101, + "metadata": { + "tags": [ + "hide-input" + ] + }, "outputs": [ { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\sahit\\AppData\\Local\\Temp\\ipykernel_17832\\2825775123.py:1: UserWarning: Column names longer than 10 characters will be truncated when saved to ESRI Shapefile.\n", - " affected_settlement.to_file('../../data/population/atlasAI/affected_settlement.shp')\n" - ] + "data": { + "text/plain": [ + "Text(-0.35, -0.05, 'Source: USGS')" + ] + }, + "execution_count": 101, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ - "affected_settlement.to_file('../../data/population/atlasAI/affected_settlement.shp')" + "import matplotlib.pyplot as plt\n", + "fig, ax = plt.subplots()\n", + "affected_regions.plot(column='PARAMVALUE', legend = True, ax=ax)\n", + "\n", + "plt.title('Regions impacted by the earthquake', fontsize=12, ha='center')\n", + "\n", + "subtitle_text = \"Source: USGS\"\n", + "\n", + "ax.spines['top'].set_visible(False)\n", + "ax.spines['bottom'].set_visible(False)\n", + "ax.spines['right'].set_visible(False)\n", + "ax.spines['left'].set_visible(False)\n", + "\n", + "ax.set_xticks([])\n", + "ax.set_yticks([])\n", + "\n", + "ax.text(-0.35, -0.05, subtitle_text, transform=ax.transAxes, fontsize=10, ha='left')" ] }, { @@ -127,13 +235,12 @@ }, "outputs": [], "source": [ - "financial_services = gpd.read_file('../../data/poi/hotosm_mar_financial_services_points_shp_shp_uid_36a0ca17-0d63-4977-8063-786fc7a6bf87/hotosm_mar_financial_services_points_shp_point.shp')\n", - "financial_services = financial_services.sjoin(affected_morocco_adm1)" + "affected_tourist_attractions = affected_regions.sjoin(tourist_attractions)" ] }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 14, "metadata": { "tags": [ "remove-cell" @@ -141,12 +248,15 @@ }, "outputs": [], "source": [ - "poi = gpd.read_file('../../data/poi/hotosm_mar_points_of_interest_points_shp_shp_uid_e08eeee9-52cf-4439-b4d5-a5a5b70d9e94/hotosm_mar_points_of_interest_points_shp_point.shp')" + "affected_tourist_attractions = affected_tourist_attractions[['osm_id', 'addr_stree', 'addr_house',\n", + " 'source', 'amenity', 'addr_full', 'rooms', 'addr_city', 'opening_ho',\n", + " 'tourism', 'man_made', 'beds', 'name_ar', 'name', 'shop']]\n", + "affected_tourist_attractions['affected'] = 'Yes'" ] }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 15, "metadata": { "tags": [ "remove-cell" @@ -154,13 +264,16 @@ }, "outputs": [], "source": [ - "tourist_attractions = poi[~(poi['tourism'].isnull())]\n", - "tourist_attractions = tourist_attractions.sjoin(affected_morocco_adm1)" + "tourist_attractions = tourist_attractions.merge(affected_tourist_attractions, on = ['osm_id', 'addr_stree', 'addr_house',\n", + " 'source', 'amenity', 'addr_full', 'rooms', 'addr_city', 'opening_ho',\n", + " 'tourism', 'man_made', 'beds', 'name_ar', 'name', 'shop'], how ='left')[['osm_id', 'addr_stree', 'addr_house',\n", + " 'source', 'amenity', 'addr_full', 'rooms', 'addr_city', 'opening_ho',\n", + " 'tourism', 'man_made', 'beds', 'name_ar', 'name', 'shop', 'geometry', 'affected']]" ] }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 16, "metadata": { "tags": [ "remove-cell" @@ -168,13 +281,12 @@ }, "outputs": [], "source": [ - "eq_adm4 = pd.read_csv('../../data/earthquake/earthquake_intensity_adm4_gadm.csv')\n", - "eq_adm4 = affected_adm4.merge(eq_adm4, on = ['NAME_1', 'NAME_2', 'NAME_3', 'NAME_4'])" + "tourist_attractions['affected'].fillna('No', inplace=True)" ] }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 17, "metadata": { "tags": [ "remove-cell" @@ -182,24 +294,383 @@ }, "outputs": [], "source": [ - "eq_adm4.to_file('../../data/earthquake/eq_adm4.shp')" + "affected_admin2 = morocco_adm2.sjoin(affected_regions)['NAME_2'].unique()" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "affected_adm2_tourist = morocco_adm2[morocco_adm2['NAME_2'].isin(affected_admin2)].sjoin(tourist_attractions)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "tourist_location_total = dict(affected_adm2_tourist.groupby('NAME_2').size())" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "percentage_tourist_damages = {}\n", + "for admin2 in affected_admin2:\n", + " percentage_tourist_damages[admin2]=dict(100*affected_adm2_tourist[affected_adm2_tourist['NAME_2']==admin2].groupby('affected').size()/tourist_location_total[admin2])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Impact to financial services and tourist locations" + "#### Percentage of tourist locations damaged in each admnin 4 which ad >7 mmi scale earthquake impact" ] }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 21, + "metadata": { + "tags": [ + "hide-input" + ] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "{'Al Haouz': {'No': 71.30801687763713, 'Yes': 28.69198312236287},\n", + " 'Chichaoua': {'No': 80.0, 'Yes': 20.0},\n", + " 'Taroudannt': {'No': 96.42857142857143, 'Yes': 3.5714285714285716},\n", + " 'Marrakech': {'No': 99.88331388564761, 'Yes': 0.11668611435239207}}" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "percentage_tourist_damages" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "affected_financial_services = affected_regions.sjoin(financial_services)\n", + "\n", + "affected_financial_services = affected_financial_services[['osm_id', 'network', 'source', 'amenity', 'addr_full', 'addr_city',\n", + " 'operator', 'name']]\n", + "affected_financial_services['affected'] = 'Yes'\n", + "\n", + "financial_services = financial_services.merge(affected_financial_services, on = ['osm_id', 'network', 'source', 'amenity', 'addr_full', 'addr_city',\n", + " 'operator', 'name'], how ='left')[['osm_id', 'network', 'source', 'amenity', 'addr_full', 'addr_city',\n", + " 'operator', 'name', 'geometry', 'affected']]\n", + "\n", + "financial_services['affected'].fillna('No', inplace=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "financial_services = financial_services.set_crs(epsg=4326).to_crs(epsg=3857)\n", + "financial_services['geometry'] = financial_services.buffer(5000)" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "hrsl = pd.read_csv('../../data/population/hrsl/Morocco/mar_csv/mar_general_2020.csv')\n", + "hrsl_children = pd.read_csv('../../data/population/hrsl/Morocco/mar_csv/mar_children_under_five_2020_csv/mar_children_under_five_2020.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "from shapely.geometry import Point\n", + "\n", + "geometry = [Point(xy) for xy in zip(hrsl.longitude, hrsl.latitude)]\n", + "hrsl = gpd.GeoDataFrame(hrsl, crs=\"EPSG:4326\", geometry=geometry)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "\n", + "geometry = [Point(xy) for xy in zip(hrsl_children.longitude, hrsl_children.latitude)]\n", + "hrsl_children = gpd.GeoDataFrame(hrsl_children, crs=\"EPSG:4326\", geometry=geometry)" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "affected_population_financial = financial_services[financial_services['affected']=='Yes'].to_crs(epsg=4326).sjoin(hrsl)\n", + "affected_children_financial = financial_services[financial_services['affected']=='Yes'].to_crs(epsg=4326).sjoin(hrsl_children)" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "financial_services = financial_services.merge(affected_population_financial.groupby('osm_id').sum().reset_index()[['osm_id', 'mar_general_2020', 'mar_children_under_five_2020', 'population_without_children']], how='left')" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "affected_population_financial.drop(columns='index_right', inplace=True)\n", + "affected_children_financial.drop(columns='index_right', inplace=True)\n", + "\n", + "affected_population_financial = affected_population_financial.merge(affected_children_financial)\n", + "affected_population_financial['population_without_children'] = affected_population_financial['mar_general_2020']-affected_population_financial['mar_children_under_five_2020']" + ] + }, + { + "cell_type": "code", + "execution_count": 77, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "total_population_affected_region = affected_regions.sjoin(hrsl)" + ] + }, + { + "cell_type": "code", + "execution_count": 78, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "children_affected_region = affected_regions.sjoin(hrsl_children)" + ] + }, + { + "cell_type": "code", + "execution_count": 81, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "#total_population_affected_region.drop(columns='index_right', inplace=True)\n", + "#children_affected_region.drop(columns='index_right', inplace=True)\n", + "total_population_affected_region = total_population_affected_region.merge(children_affected_region)" + ] + }, + { + "cell_type": "code", + "execution_count": 97, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "financial_service_types = financial_services['amenity'].unique()" + ] + }, + { + "cell_type": "code", + "execution_count": 98, "metadata": { "tags": [ "hide-input" ] }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "40% of people in the affected regions lost access to financial services after the earthquake. These include ['bank' 'post_office' 'bureau_de_change' 'atm' 'money_transfer']\n" + ] + } + ], + "source": [ + "percentage_population=round(100*financial_services['population_without_children'].sum()/total_population_affected_region['population_wihtou_children'].sum())\n", + "print(f'{percentage_population}% of people in the affected regions lost access to financial services after the earthquake. These include {financial_service_types}')" + ] + }, + { + "cell_type": "code", + "execution_count": 83, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "total_population_affected_region['population_wihtou_children'] = total_population_affected_region['mar_general_2020'] - total_population_affected_region['mar_children_under_five_2020']" + ] + }, + { + "cell_type": "code", + "execution_count": 99, + "metadata": { + "tags": [ + "hide-input" + ] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(-0.35, -0.05, \"Source: Population estimates from Meta's HRSL and financial points from OSM\")" + ] + }, + "execution_count": 99, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots()\n", + "affected_regions.plot(cmap='Reds', column='PARAMVALUE', ax=ax)\n", + "financial_services.to_crs(epsg=4326).plot(column='population_without_children', cmap='Blues', ax=ax, legend=True)\n", + "\n", + "plt.title('Total population within 5km radius of financial services', fontsize=12, ha='center')\n", + "\n", + "ax.spines['top'].set_visible(False)\n", + "ax.spines['bottom'].set_visible(False)\n", + "ax.spines['right'].set_visible(False)\n", + "ax.spines['left'].set_visible(False)\n", + "\n", + "ax.set_xticks([])\n", + "ax.set_yticks([])\n", + "\n", + "subtitle_text = \"Source: Population estimates from Meta's HRSL and financial points from OSM\"\n", + "ax.text(-0.35, -0.05, subtitle_text, transform=ax.transAxes, fontsize=10, ha='left')" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "eq_adm4 = pd.read_csv('../../data/earthquake/earthquake_intensity_adm4_gadm.csv')\n", + "eq_adm4 = affected_adm4.merge(eq_adm4, on = ['NAME_1', 'NAME_2', 'NAME_3', 'NAME_4'])" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": { + "tags": [ + "remove-cell" + ] + }, + "outputs": [], + "source": [ + "eq_adm4.to_file('../../data/earthquake/eq_adm4.shp')" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": { + "tags": [ + "remove-cell" + ] + }, "outputs": [ { "data": { diff --git a/docs/drought-eo.html b/docs/drought-eo.html index 15d53c1..73c638b 100644 --- a/docs/drought-eo.html +++ b/docs/drought-eo.html @@ -70,7 +70,7 @@ - + @@ -704,7 +704,7 @@

References

- Last updated on Oct 20, 2023. + Last updated on Oct 24, 2023.

diff --git a/docs/drought-howto-characteristics.html b/docs/drought-howto-characteristics.html index 6e3d041..7c4eb4b 100644 --- a/docs/drought-howto-characteristics.html +++ b/docs/drought-howto-characteristics.html @@ -70,7 +70,7 @@ - + @@ -1186,7 +1186,7 @@

Map Visualization

- Last updated on Oct 20, 2023. + Last updated on Oct 24, 2023.

diff --git a/docs/drought-howto-spianalysis.html b/docs/drought-howto-spianalysis.html index 3832bfb..6b216dd 100644 --- a/docs/drought-howto-spianalysis.html +++ b/docs/drought-howto-spianalysis.html @@ -70,7 +70,7 @@ - + @@ -878,7 +878,7 @@

5. Convert the result to GeoTIFF

- Last updated on Oct 20, 2023. + Last updated on Oct 24, 2023.

diff --git a/docs/drought-index.html b/docs/drought-index.html index 9f4a3f9..67dceee 100644 --- a/docs/drought-index.html +++ b/docs/drought-index.html @@ -70,7 +70,7 @@ - + @@ -501,7 +501,7 @@

Drought

- Last updated on Oct 20, 2023. + Last updated on Oct 24, 2023.

diff --git a/docs/drought-summary.html b/docs/drought-summary.html index aba2a83..e97f269 100644 --- a/docs/drought-summary.html +++ b/docs/drought-summary.html @@ -70,7 +70,7 @@ - + @@ -568,7 +568,7 @@

Summary

- Last updated on Oct 20, 2023. + Last updated on Oct 24, 2023.

diff --git a/docs/foundational_datasets_and_data_products.html b/docs/foundational_datasets_and_data_products.html index 2df7019..a91eef8 100644 --- a/docs/foundational_datasets_and_data_products.html +++ b/docs/foundational_datasets_and_data_products.html @@ -70,7 +70,7 @@ - + @@ -693,7 +693,7 @@

Data Products Summary

- Last updated on Oct 20, 2023. + Last updated on Oct 24, 2023.

diff --git a/docs/introduction_to_data_goods.html b/docs/introduction_to_data_goods.html index e5804ca..cb581c6 100644 --- a/docs/introduction_to_data_goods.html +++ b/docs/introduction_to_data_goods.html @@ -70,7 +70,7 @@ - + @@ -539,7 +539,7 @@

How Data Goods are Managed

- Last updated on Oct 20, 2023. + Last updated on Oct 24, 2023.

diff --git a/docs/morocco-earthquake-strategic-brief.html b/docs/morocco-earthquake-strategic-brief.html index e01deb7..75b5332 100644 --- a/docs/morocco-earthquake-strategic-brief.html +++ b/docs/morocco-earthquake-strategic-brief.html @@ -70,7 +70,7 @@ - + @@ -1197,7 +1197,7 @@

#

- Last updated on Oct 20, 2023. + Last updated on Oct 24, 2023.

diff --git a/docs/team.html b/docs/team.html index cb577d7..a1b6c63 100644 --- a/docs/team.html +++ b/docs/team.html @@ -69,7 +69,7 @@ - + @@ -517,7 +517,7 @@

Data Goods Team and Acknowledgements

- Last updated on Oct 20, 2023. + Last updated on Oct 24, 2023.

diff --git a/genindex.html b/genindex.html index 5b7f6dd..b3c8220 100644 --- a/genindex.html +++ b/genindex.html @@ -67,7 +67,7 @@ - + @@ -390,7 +390,7 @@

Index

diff --git a/notebooks/business-activity-trends/01-business-activity-trends.html b/notebooks/business-activity-trends/01-business-activity-trends.html index cc05235..493adda 100644 --- a/notebooks/business-activity-trends/01-business-activity-trends.html +++ b/notebooks/business-activity-trends/01-business-activity-trends.html @@ -70,7 +70,7 @@ - + @@ -483,7 +483,7 @@

Earthquake triggered business activity dataset -../../_images/dff4368246aa960b70260dc4155186aefe2b61b07cb211ffbd285d67b4083465.png +../../_images/da3879ba205a542f26d5fd9f4a679b4d53b027cfc4b51ce568bd24f0384949b6.png
@@ -514,7 +514,7 @@

Earthquake triggered business activity dataset
- Loading BokehJS ... + Loading BokehJS ...
-
+
-
+
-
+

+})(window);
The Kernel crashed while executing code in the the current cell or a previous cell. Please review the code in the cell(s) to identify a possible cause of the failure. Click <a href='https://aka.ms/vscodeJupyterKernelCrash'>here</a> for more info. View Jupyter <a href='command:jupyter.viewOutput'>log</a> for further details.
+
+
+ @@ -1604,7 +1607,7 @@

Change in Business Activity by business verticals in Marrakech - Tensfit - A diff --git a/notebooks/business-activity-trends/README.html b/notebooks/business-activity-trends/README.html index 1cfcb2b..5e0f94d 100644 --- a/notebooks/business-activity-trends/README.html +++ b/notebooks/business-activity-trends/README.html @@ -70,7 +70,7 @@ - + @@ -581,7 +581,7 @@

Citations

- Last updated on Oct 20, 2023. + Last updated on Oct 24, 2023.

diff --git a/notebooks/conflict-acled.html b/notebooks/conflict-acled.html index 25e26e2..b4f0425 100644 --- a/notebooks/conflict-acled.html +++ b/notebooks/conflict-acled.html @@ -70,7 +70,7 @@ - + @@ -586,7 +586,7 @@

A closer look at Marakkesh, Casablanca and Rabat

- Last updated on Oct 20, 2023. + Last updated on Oct 24, 2023.

diff --git a/notebooks/earthquake-intensity/earthquake_intensity.html b/notebooks/earthquake-intensity/earthquake_intensity.html index dd84e75..ed1304f 100644 --- a/notebooks/earthquake-intensity/earthquake_intensity.html +++ b/notebooks/earthquake-intensity/earthquake_intensity.html @@ -70,7 +70,7 @@ - + @@ -430,16 +430,17 @@

Earthquake Intensity Map

Data#

-

Earthquake Intensity Data was obtained from USGS and was overlayed with shapefiles of Morocco admin regions taken from UNOCHA and from GADM[https://gadm.org/download_country.html]. This can be used as a baseline map upon which other indicators can be visualized.

+

Earthquake Intensity Data was obtained from USGS and was overlayed with shapefiles of Morocco admin regions taken from UNOCHA and from GADM[https://gadm.org/download_country.html]. This can be used as a baseline map upon which other indicators can be visualized. The MMI is a range that allows us to estimate the amount of damage done to buildings.

Methodology#

-

The impact of the earthquake in this situation is measured using the Modified Mercelli Intensity Scale (mmi).

+

The impact of the earthquake in this situation is measured using the Modified Mercalli Intensity Scale (mmi).

The effect of an earthquake on the Earth’s surface is called the intensity. The intensity scale consists of a series of certain key responses such as people awakening, movement of furniture, damage to chimneys, and finally - total destruction. Although numerousintensity scales have been developed over the last several hundred years to evaluate the effects of earthquakes, the one currently used in the United States is the Modified Mercalli (MM) Intensity Scale. It was developed in 1931 by the American seismologists Harry Wood and Frank Neumann. This scale, composed of increasing levels of intensity that range from imperceptible shaking to catastrophic destruction, is designated by Roman numerals. It does not have a mathematical basis; instead it is an arbitrary ranking based on observed effects.

The Modified Mercalli Intensity value assigned to a specific site after an earthquake has a more meaningful measure of severity to the nonscientist than the magnitude because intensity refers to the effects actually experienced at that place.

The lower numbers of the intensity scale generally deal with the manner in which the earthquake is felt by people. The higher numbers of the scale are based on observed structural damage. Structural engineers usually contribute information for assigning intensity values of VIII or above.

-

Source: USGS Modified Mercelli Intensity Scale

+

Source: USGS Modified Mercalli Intensity Scale

Alternatively, another variable that can be used is also the distance from the epicenter.

+

image.png

Results#

@@ -458,7 +459,11 @@

Resultsvmin = gdf['PARAMVALUE'].min() vmax = gdf['PARAMVALUE'].max() -gdf.plot(column='PARAMVALUE', cmap = 'viridis', ax=ax, vmax=vmax, legend = True) + + +morocco_adm4.boundary.plot(ax=ax, color='#f2f2f2', alpha=0.8, linewidth=0.5) +affected_regions.plot(column='PARAMVALUE', cmap ='Reds', ax=ax, vmax=vmax, legend = True) + ax.spines['top'].set_visible(False) ax.spines['bottom'].set_visible(False) @@ -471,7 +476,7 @@

Resultstext_to_add = gdf_adm4[gdf_adm4['PARAMVALUE']== gdf_adm4['PARAMVALUE'].max()]['NAME_4'].iloc[0] x, y =gdf_adm4[gdf_adm4['PARAMVALUE']== gdf_adm4['PARAMVALUE'].max()]['geometry'].iloc[0].centroid.x, gdf_adm4[gdf_adm4['PARAMVALUE']== gdf_adm4['PARAMVALUE'].max()]['geometry'].iloc[0].centroid.y -ax.scatter(x, y, c='red', marker='o', s=50, label=text_to_add) +ax.scatter(x, y, c='black', marker='o', s=50, label=text_to_add) # Use the annotate function to add the text to the map ax.annotate(text_to_add, xy=(x-0.5, y-0.5), xytext=(10, 10), textcoords='offset points', fontsize=10, color='black') @@ -479,11 +484,11 @@

Resultstext_to_add = gdf_adm4[gdf_adm4['NAME_4']== 'Marrakech Medina']['NAME_4'].iloc[0] x, y =gdf_adm4[gdf_adm4['NAME_4']== 'Marrakech Medina']['geometry'].iloc[0].centroid.x, gdf_adm4[gdf_adm4['NAME_4']== 'Marrakech Medina']['geometry'].iloc[0].centroid.y -ax.scatter(x, y, c='red', marker='o', s=50, label=text_to_add) +ax.scatter(x, y, c='black', marker='o', s=50, label=text_to_add) # Use the annotate function to add the text to the map ax.annotate(text_to_add, xy=(x-0.05, y-0.3), xytext=(10, 10), textcoords='offset points', - fontsize=10, color='white', weight='bold') + fontsize=10, color='black', weight='bold') # sm = plt.cm.ScalarMappable(cmap='viridis',norm=plt.Normalize(vmin=vmin, vmax=vmax)) @@ -503,13 +508,24 @@

Resultsax.text(0, 0, subtitle, ha='left', va='center', transform=ax.transAxes, fontsize=10, color='gray', weight='normal') +# # Create a custom legend +# legend_labels = ['Low Damage', 'High Damage', 'Very High Damage'] +# legend_colors = ['grey', 'orange', 'red'] + +# # Create custom legend handles +# from matplotlib.lines import Line2D +# legend_handles = [Line2D([0], [0], marker='o', color='w', label=legend_labels[i], markersize=10, markerfacecolor=legend_colors[i]) for i in range(len(legend_labels))] + +# # Display the custom legend +# plt.legend(handles=legend_handles, loc='center left', bbox_to_anchor=(1, 0.5), frameon=False) + plt.savefig('../../docs/images/01_earthquake_intensity_adm4.png')
-../../_images/fe7ee7754df974004e2b7eee75785d57a04a05d2ae928c990fe7f3614e984548.png +../../_images/efb7ccd1d9a7ade196557313e191a9b7f1a8b299719aed313f8f14e870ce0a8a.png
@@ -527,7 +543,7 @@

Resultsvmin = gdf['PARAMVALUE'].min() vmax = gdf['PARAMVALUE'].max() -gdf.plot(column='PARAMVALUE', cmap = 'viridis', ax=ax, vmax=vmax, legend = True) +gdf.plot(column='mmi_class', color = gdf['mmi_color'], ax=ax, vmax=vmax, legend = True) ax.spines['top'].set_visible(False) ax.spines['bottom'].set_visible(False) @@ -543,15 +559,15 @@

Resultstext_to_add = gdf_adm3[gdf_adm3['PARAMVALUE']== gdf_adm3['PARAMVALUE'].max()]['NAME_3'].iloc[0] x, y =gdf_adm3[gdf_adm3['PARAMVALUE']== gdf_adm3['PARAMVALUE'].max()]['geometry'].iloc[0].centroid.x, gdf_adm3[gdf_adm3['PARAMVALUE']== gdf_adm3['PARAMVALUE'].max()]['geometry'].iloc[0].centroid.y -ax.scatter(x, y, c='red', marker='o', s=50, label=text_to_add) +ax.scatter(x, y, c='black', marker='o', s=50, label=text_to_add) # Use the annotate function to add the text to the map ax.annotate(text_to_add, xy=(x-0.5, y-0.5), xytext=(10, 10), textcoords='offset points', - fontsize=10, color='black') + fontsize=10, color='white') text_to_add = gdf_adm3[gdf_adm3['NAME_3']== 'NA (Marrakech Medina)']['NAME_3'].iloc[0] x, y =gdf_adm3[gdf_adm3['NAME_3']== 'NA (Marrakech Medina)']['geometry'].iloc[0].centroid.x, gdf_adm3[gdf_adm3['NAME_3']== 'NA (Marrakech Medina)']['geometry'].iloc[0].centroid.y -ax.scatter(x, y, c='red', marker='o', s=50, label='Marrakech Medina') +ax.scatter(x, y, c='black', marker='o', s=50, label='Marrakech Medina') # Use the annotate function to add the text to the map ax.annotate('Marrakech Medina', xy=(x-0.05, y-0.3), xytext=(10, 10), textcoords='offset points', @@ -572,13 +588,25 @@

Resultsax.text(0, 0, subtitle, ha='left', va='center', transform=ax.transAxes, fontsize=10, color='gray', weight='normal') +# Create a custom legend +legend_labels = ['Low Damage', 'High Damage', 'Very High Damage'] +legend_colors = ['grey', 'orange', 'red'] + +# Create custom legend handles +from matplotlib.lines import Line2D +legend_handles = [Line2D([0], [0], marker='o', color='w', label=legend_labels[i], markersize=10, markerfacecolor=legend_colors[i]) for i in range(len(legend_labels))] + +# Display the custom legend +plt.legend(handles=legend_handles, loc='center left', bbox_to_anchor=(1, 0.5), frameon=False) + + plt.savefig('../../docs/images/01_earthquake_intensity_adm3.png')

-../../_images/3d3d41f67abf3bdb27ebfb6762a47ecc64c19ab841ae12f39d5c60acd03d412e.png +../../_images/373e48de0d47f7d5903fdfc93174c807cb9be0631a1a85f9deb4c8f9cbfe6b83.png

@@ -675,7 +703,7 @@

Results

- Last updated on Oct 20, 2023. + Last updated on Oct 24, 2023.

diff --git a/notebooks/google_trends/Morocco_GoogleTrends.html b/notebooks/google_trends/Morocco_GoogleTrends.html index 5b80f39..1edaeee 100644 --- a/notebooks/google_trends/Morocco_GoogleTrends.html +++ b/notebooks/google_trends/Morocco_GoogleTrends.html @@ -70,7 +70,7 @@ - + @@ -817,7 +817,7 @@

Prediction

- Last updated on Oct 20, 2023. + Last updated on Oct 24, 2023.

diff --git a/notebooks/network-connectivity/meta-network-connectivity.html b/notebooks/network-connectivity/meta-network-connectivity.html index 74031fa..f925a44 100644 --- a/notebooks/network-connectivity/meta-network-connectivity.html +++ b/notebooks/network-connectivity/meta-network-connectivity.html @@ -70,7 +70,7 @@ - + @@ -938,7 +938,7 @@

Limitations

- Last updated on Oct 20, 2023. + Last updated on Oct 24, 2023.

diff --git a/notebooks/ntl-analysis/README.html b/notebooks/ntl-analysis/README.html index 1c72081..b7d7c6d 100644 --- a/notebooks/ntl-analysis/README.html +++ b/notebooks/ntl-analysis/README.html @@ -70,7 +70,7 @@ - + @@ -668,7 +668,7 @@

Maps#

- Last updated on Oct 20, 2023. + Last updated on Oct 24, 2023.

diff --git a/notebooks/population/affected-population.html b/notebooks/population/affected-population.html index de724af..a98c650 100644 --- a/notebooks/population/affected-population.html +++ b/notebooks/population/affected-population.html @@ -70,7 +70,7 @@ - + @@ -783,7 +783,7 @@

Population demographic in worst affected Admin 4 regions

- Last updated on Oct 20, 2023. + Last updated on Oct 24, 2023.

diff --git a/notebooks/population/settlement.html b/notebooks/population/settlement.html index ff4262f..1b26120 100644 --- a/notebooks/population/settlement.html +++ b/notebooks/population/settlement.html @@ -70,7 +70,7 @@ - + @@ -412,8 +412,10 @@

Contents

@@ -436,9 +438,6 @@

Methodology

Limitations#

The building footprints are obtained from satellite imagery which is obstructed by cloud cover. Given Morocco is a dessert area, the results are somewhere near 80% accurate. Data from OpenStreetMaps is crowdsourced.

- -
-

Impact to financial services and tourist locations#

+
+

Percentage of tourist locations damaged in each admnin 4 which ad >7 mmi scale earthquake impact#

+
+
+ + +Hide code cell source + +
+
percentage_tourist_damages
+
+
+
+
+
+
{'Al Haouz': {'No': 71.30801687763713, 'Yes': 28.69198312236287},
+ 'Chichaoua': {'No': 80.0, 'Yes': 20.0},
+ 'Taroudannt': {'No': 96.42857142857143, 'Yes': 3.5714285714285716},
+ 'Marrakech': {'No': 99.88331388564761, 'Yes': 0.11668611435239207}}
+
+
+
+
+
+
+ + +Hide code cell source + +
+
percentage_population=round(100*financial_services['population_without_children'].sum()/total_population_affected_region['population_wihtou_children'].sum())
+print(f'{percentage_population}% of people in the affected regions lost access to financial services after the earthquake. These include {financial_service_types}')
+
+
+
+
+
+
40% of people in the affected regions lost access to financial services after the earthquake. These include ['bank' 'post_office' 'bureau_de_change' 'atm' 'money_transfer']
+
+
+
+
+
+
+ + +Hide code cell source + +
+
fig, ax = plt.subplots()
+affected_regions.plot(cmap='Reds', column='PARAMVALUE', ax=ax)
+financial_services.to_crs(epsg=4326).plot(column='population_without_children', cmap='Blues', ax=ax, legend=True)
 
-eq_adm4.plot(column='PARAMVALUE', ax=ax, cmap = 'Reds', alpha = 0.5)
-affected_settlement.plot(ax=ax)
-financial_services.plot(color='purple', ax=ax, label = 'financial services')
-tourist_attractions.plot(color = 'green', ax=ax)
+plt.title('Total population within 5km radius of financial services', fontsize=12, ha='center')
 
-legend_labels = ['financial services', 'tourist attractions']
-handles = [Line2D([0], [0], marker='o', color='w', label=label, markerfacecolor=color_dict[label]) for label in legend_labels]
-ax.legend(handles=handles, loc='upper left',  frameon=False)
+ax.spines['top'].set_visible(False)
+ax.spines['bottom'].set_visible(False)
+ax.spines['right'].set_visible(False)
+ax.spines['left'].set_visible(False)
 
-plt.axis('off')
+ax.set_xticks([])
+ax.set_yticks([])
 
-plt.title('Settlements in worst affected Admin 1 regions overlayed with Points of Inetrest', fontsize=20, ha='center')
-subtitle_text = "Source: Settlement layer from Atlas AI, earthquake intensity from USGS and Points of Interest from OpenStreetMaps"
-ax.text(-0.35, -0.05, subtitle_text, transform=ax.transAxes, fontsize=15, ha='left')
+subtitle_text = "Source: Population estimates from Meta's HRSL and financial points from OSM"
+ax.text(-0.35, -0.05, subtitle_text, transform=ax.transAxes, fontsize=10, ha='left')
 
-
Text(-0.35, -0.05, 'Source: Settlement layer from Atlas AI, earthquake intensity from USGS and Points of Interest from OpenStreetMaps')
+
Text(-0.35, -0.05, "Source: Population estimates from Meta's HRSL and financial points from OSM")
 
-../../_images/1d3314a9b9f0a22b734bf715bb4a33edd15d884f6035e4a0b50da6a624ab7ed0.png +../../_images/a787c59650181716d6e109ad80c25b85cdedbfc881fff785419ed1f06bdd9ba9.png
+