Parkinsson disease prediction model.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "from sklearn import svm\n",
    "from sklearn.metrics import accuracy_score\n",
    "from sklearn.preprocessing import StandardScaler\n",
    "from sklearn.model_selection import train_test_split"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "df=pd.read_csv(\"Parkinsson disease.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>name</th>\n",
       "      <th>MDVP:Fo(Hz)</th>\n",
       "      <th>MDVP:Fhi(Hz)</th>\n",
       "      <th>MDVP:Flo(Hz)</th>\n",
       "      <th>MDVP:Jitter(%)</th>\n",
       "      <th>MDVP:Jitter(Abs)</th>\n",
       "      <th>MDVP:RAP</th>\n",
       "      <th>MDVP:PPQ</th>\n",
       "      <th>Jitter:DDP</th>\n",
       "      <th>MDVP:Shimmer</th>\n",
       "      <th>...</th>\n",
       "      <th>Shimmer:DDA</th>\n",
       "      <th>NHR</th>\n",
       "      <th>HNR</th>\n",
       "      <th>status</th>\n",
       "      <th>RPDE</th>\n",
       "      <th>DFA</th>\n",
       "      <th>spread1</th>\n",
       "      <th>spread2</th>\n",
       "      <th>D2</th>\n",
       "      <th>PPE</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>phon_R01_S01_1</td>\n",
       "      <td>119.992</td>\n",
       "      <td>157.302</td>\n",
       "      <td>74.997</td>\n",
       "      <td>0.00784</td>\n",
       "      <td>0.00007</td>\n",
       "      <td>0.00370</td>\n",
       "      <td>0.00554</td>\n",
       "      <td>0.01109</td>\n",
       "      <td>0.04374</td>\n",
       "      <td>...</td>\n",
       "      <td>0.06545</td>\n",
       "      <td>0.02211</td>\n",
       "      <td>21.033</td>\n",
       "      <td>1</td>\n",
       "      <td>0.414783</td>\n",
       "      <td>0.815285</td>\n",
       "      <td>-4.813031</td>\n",
       "      <td>0.266482</td>\n",
       "      <td>2.301442</td>\n",
       "      <td>0.284654</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>phon_R01_S01_2</td>\n",
       "      <td>122.400</td>\n",
       "      <td>148.650</td>\n",
       "      <td>113.819</td>\n",
       "      <td>0.00968</td>\n",
       "      <td>0.00008</td>\n",
       "      <td>0.00465</td>\n",
       "      <td>0.00696</td>\n",
       "      <td>0.01394</td>\n",
       "      <td>0.06134</td>\n",
       "      <td>...</td>\n",
       "      <td>0.09403</td>\n",
       "      <td>0.01929</td>\n",
       "      <td>19.085</td>\n",
       "      <td>1</td>\n",
       "      <td>0.458359</td>\n",
       "      <td>0.819521</td>\n",
       "      <td>-4.075192</td>\n",
       "      <td>0.335590</td>\n",
       "      <td>2.486855</td>\n",
       "      <td>0.368674</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>phon_R01_S01_3</td>\n",
       "      <td>116.682</td>\n",
       "      <td>131.111</td>\n",
       "      <td>111.555</td>\n",
       "      <td>0.01050</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.00544</td>\n",
       "      <td>0.00781</td>\n",
       "      <td>0.01633</td>\n",
       "      <td>0.05233</td>\n",
       "      <td>...</td>\n",
       "      <td>0.08270</td>\n",
       "      <td>0.01309</td>\n",
       "      <td>20.651</td>\n",
       "      <td>1</td>\n",
       "      <td>0.429895</td>\n",
       "      <td>0.825288</td>\n",
       "      <td>-4.443179</td>\n",
       "      <td>0.311173</td>\n",
       "      <td>2.342259</td>\n",
       "      <td>0.332634</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>phon_R01_S01_4</td>\n",
       "      <td>116.676</td>\n",
       "      <td>137.871</td>\n",
       "      <td>111.366</td>\n",
       "      <td>0.00997</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.00502</td>\n",
       "      <td>0.00698</td>\n",
       "      <td>0.01505</td>\n",
       "      <td>0.05492</td>\n",
       "      <td>...</td>\n",
       "      <td>0.08771</td>\n",
       "      <td>0.01353</td>\n",
       "      <td>20.644</td>\n",
       "      <td>1</td>\n",
       "      <td>0.434969</td>\n",
       "      <td>0.819235</td>\n",
       "      <td>-4.117501</td>\n",
       "      <td>0.334147</td>\n",
       "      <td>2.405554</td>\n",
       "      <td>0.368975</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>phon_R01_S01_5</td>\n",
       "      <td>116.014</td>\n",
       "      <td>141.781</td>\n",
       "      <td>110.655</td>\n",
       "      <td>0.01284</td>\n",
       "      <td>0.00011</td>\n",
       "      <td>0.00655</td>\n",
       "      <td>0.00908</td>\n",
       "      <td>0.01966</td>\n",
       "      <td>0.06425</td>\n",
       "      <td>...</td>\n",
       "      <td>0.10470</td>\n",
       "      <td>0.01767</td>\n",
       "      <td>19.649</td>\n",
       "      <td>1</td>\n",
       "      <td>0.417356</td>\n",
       "      <td>0.823484</td>\n",
       "      <td>-3.747787</td>\n",
       "      <td>0.234513</td>\n",
       "      <td>2.332180</td>\n",
       "      <td>0.410335</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>190</th>\n",
       "      <td>phon_R01_S50_2</td>\n",
       "      <td>174.188</td>\n",
       "      <td>230.978</td>\n",
       "      <td>94.261</td>\n",
       "      <td>0.00459</td>\n",
       "      <td>0.00003</td>\n",
       "      <td>0.00263</td>\n",
       "      <td>0.00259</td>\n",
       "      <td>0.00790</td>\n",
       "      <td>0.04087</td>\n",
       "      <td>...</td>\n",
       "      <td>0.07008</td>\n",
       "      <td>0.02764</td>\n",
       "      <td>19.517</td>\n",
       "      <td>0</td>\n",
       "      <td>0.448439</td>\n",
       "      <td>0.657899</td>\n",
       "      <td>-6.538586</td>\n",
       "      <td>0.121952</td>\n",
       "      <td>2.657476</td>\n",
       "      <td>0.133050</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>191</th>\n",
       "      <td>phon_R01_S50_3</td>\n",
       "      <td>209.516</td>\n",
       "      <td>253.017</td>\n",
       "      <td>89.488</td>\n",
       "      <td>0.00564</td>\n",
       "      <td>0.00003</td>\n",
       "      <td>0.00331</td>\n",
       "      <td>0.00292</td>\n",
       "      <td>0.00994</td>\n",
       "      <td>0.02751</td>\n",
       "      <td>...</td>\n",
       "      <td>0.04812</td>\n",
       "      <td>0.01810</td>\n",
       "      <td>19.147</td>\n",
       "      <td>0</td>\n",
       "      <td>0.431674</td>\n",
       "      <td>0.683244</td>\n",
       "      <td>-6.195325</td>\n",
       "      <td>0.129303</td>\n",
       "      <td>2.784312</td>\n",
       "      <td>0.168895</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>192</th>\n",
       "      <td>phon_R01_S50_4</td>\n",
       "      <td>174.688</td>\n",
       "      <td>240.005</td>\n",
       "      <td>74.287</td>\n",
       "      <td>0.01360</td>\n",
       "      <td>0.00008</td>\n",
       "      <td>0.00624</td>\n",
       "      <td>0.00564</td>\n",
       "      <td>0.01873</td>\n",
       "      <td>0.02308</td>\n",
       "      <td>...</td>\n",
       "      <td>0.03804</td>\n",
       "      <td>0.10715</td>\n",
       "      <td>17.883</td>\n",
       "      <td>0</td>\n",
       "      <td>0.407567</td>\n",
       "      <td>0.655683</td>\n",
       "      <td>-6.787197</td>\n",
       "      <td>0.158453</td>\n",
       "      <td>2.679772</td>\n",
       "      <td>0.131728</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>193</th>\n",
       "      <td>phon_R01_S50_5</td>\n",
       "      <td>198.764</td>\n",
       "      <td>396.961</td>\n",
       "      <td>74.904</td>\n",
       "      <td>0.00740</td>\n",
       "      <td>0.00004</td>\n",
       "      <td>0.00370</td>\n",
       "      <td>0.00390</td>\n",
       "      <td>0.01109</td>\n",
       "      <td>0.02296</td>\n",
       "      <td>...</td>\n",
       "      <td>0.03794</td>\n",
       "      <td>0.07223</td>\n",
       "      <td>19.020</td>\n",
       "      <td>0</td>\n",
       "      <td>0.451221</td>\n",
       "      <td>0.643956</td>\n",
       "      <td>-6.744577</td>\n",
       "      <td>0.207454</td>\n",
       "      <td>2.138608</td>\n",
       "      <td>0.123306</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>194</th>\n",
       "      <td>phon_R01_S50_6</td>\n",
       "      <td>214.289</td>\n",
       "      <td>260.277</td>\n",
       "      <td>77.973</td>\n",
       "      <td>0.00567</td>\n",
       "      <td>0.00003</td>\n",
       "      <td>0.00295</td>\n",
       "      <td>0.00317</td>\n",
       "      <td>0.00885</td>\n",
       "      <td>0.01884</td>\n",
       "      <td>...</td>\n",
       "      <td>0.03078</td>\n",
       "      <td>0.04398</td>\n",
       "      <td>21.209</td>\n",
       "      <td>0</td>\n",
       "      <td>0.462803</td>\n",
       "      <td>0.664357</td>\n",
       "      <td>-5.724056</td>\n",
       "      <td>0.190667</td>\n",
       "      <td>2.555477</td>\n",
       "      <td>0.148569</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
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       "<p>195 rows × 24 columns</p>\n",
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      "text/plain": [
       "               name  MDVP:Fo(Hz)  MDVP:Fhi(Hz)  MDVP:Flo(Hz)  MDVP:Jitter(%)  \\\n",
       "0    phon_R01_S01_1      119.992       157.302        74.997         0.00784   \n",
       "1    phon_R01_S01_2      122.400       148.650       113.819         0.00968   \n",
       "2    phon_R01_S01_3      116.682       131.111       111.555         0.01050   \n",
       "3    phon_R01_S01_4      116.676       137.871       111.366         0.00997   \n",
       "4    phon_R01_S01_5      116.014       141.781       110.655         0.01284   \n",
       "..              ...          ...           ...           ...             ...   \n",
       "190  phon_R01_S50_2      174.188       230.978        94.261         0.00459   \n",
       "191  phon_R01_S50_3      209.516       253.017        89.488         0.00564   \n",
       "192  phon_R01_S50_4      174.688       240.005        74.287         0.01360   \n",
       "193  phon_R01_S50_5      198.764       396.961        74.904         0.00740   \n",
       "194  phon_R01_S50_6      214.289       260.277        77.973         0.00567   \n",
       "\n",
       "     MDVP:Jitter(Abs)  MDVP:RAP  MDVP:PPQ  Jitter:DDP  MDVP:Shimmer  ...  \\\n",
       "0             0.00007   0.00370   0.00554     0.01109       0.04374  ...   \n",
       "1             0.00008   0.00465   0.00696     0.01394       0.06134  ...   \n",
       "2             0.00009   0.00544   0.00781     0.01633       0.05233  ...   \n",
       "3             0.00009   0.00502   0.00698     0.01505       0.05492  ...   \n",
       "4             0.00011   0.00655   0.00908     0.01966       0.06425  ...   \n",
       "..                ...       ...       ...         ...           ...  ...   \n",
       "190           0.00003   0.00263   0.00259     0.00790       0.04087  ...   \n",
       "191           0.00003   0.00331   0.00292     0.00994       0.02751  ...   \n",
       "192           0.00008   0.00624   0.00564     0.01873       0.02308  ...   \n",
       "193           0.00004   0.00370   0.00390     0.01109       0.02296  ...   \n",
       "194           0.00003   0.00295   0.00317     0.00885       0.01884  ...   \n",
       "\n",
       "     Shimmer:DDA      NHR     HNR  status      RPDE       DFA   spread1  \\\n",
       "0        0.06545  0.02211  21.033       1  0.414783  0.815285 -4.813031   \n",
       "1        0.09403  0.01929  19.085       1  0.458359  0.819521 -4.075192   \n",
       "2        0.08270  0.01309  20.651       1  0.429895  0.825288 -4.443179   \n",
       "3        0.08771  0.01353  20.644       1  0.434969  0.819235 -4.117501   \n",
       "4        0.10470  0.01767  19.649       1  0.417356  0.823484 -3.747787   \n",
       "..           ...      ...     ...     ...       ...       ...       ...   \n",
       "190      0.07008  0.02764  19.517       0  0.448439  0.657899 -6.538586   \n",
       "191      0.04812  0.01810  19.147       0  0.431674  0.683244 -6.195325   \n",
       "192      0.03804  0.10715  17.883       0  0.407567  0.655683 -6.787197   \n",
       "193      0.03794  0.07223  19.020       0  0.451221  0.643956 -6.744577   \n",
       "194      0.03078  0.04398  21.209       0  0.462803  0.664357 -5.724056   \n",
       "\n",
       "      spread2        D2       PPE  \n",
       "0    0.266482  2.301442  0.284654  \n",
       "1    0.335590  2.486855  0.368674  \n",
       "2    0.311173  2.342259  0.332634  \n",
       "3    0.334147  2.405554  0.368975  \n",
       "4    0.234513  2.332180  0.410335  \n",
       "..        ...       ...       ...  \n",
       "190  0.121952  2.657476  0.133050  \n",
       "191  0.129303  2.784312  0.168895  \n",
       "192  0.158453  2.679772  0.131728  \n",
       "193  0.207454  2.138608  0.123306  \n",
       "194  0.190667  2.555477  0.148569  \n",
       "\n",
       "[195 rows x 24 columns]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>name</th>\n",
       "      <th>MDVP:Fo(Hz)</th>\n",
       "      <th>MDVP:Fhi(Hz)</th>\n",
       "      <th>MDVP:Flo(Hz)</th>\n",
       "      <th>MDVP:Jitter(%)</th>\n",
       "      <th>MDVP:Jitter(Abs)</th>\n",
       "      <th>MDVP:RAP</th>\n",
       "      <th>MDVP:PPQ</th>\n",
       "      <th>Jitter:DDP</th>\n",
       "      <th>MDVP:Shimmer</th>\n",
       "      <th>MDVP:Shimmer(dB)</th>\n",
       "      <th>Shimmer:APQ3</th>\n",
       "      <th>Shimmer:APQ5</th>\n",
       "      <th>MDVP:APQ</th>\n",
       "      <th>Shimmer:DDA</th>\n",
       "      <th>NHR</th>\n",
       "      <th>HNR</th>\n",
       "      <th>status</th>\n",
       "      <th>RPDE</th>\n",
       "      <th>DFA</th>\n",
       "      <th>spread1</th>\n",
       "      <th>spread2</th>\n",
       "      <th>D2</th>\n",
       "      <th>PPE</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>phon_R01_S01_1</td>\n",
       "      <td>119.992</td>\n",
       "      <td>157.302</td>\n",
       "      <td>74.997</td>\n",
       "      <td>0.00784</td>\n",
       "      <td>0.000070</td>\n",
       "      <td>0.00370</td>\n",
       "      <td>0.00554</td>\n",
       "      <td>0.01109</td>\n",
       "      <td>0.04374</td>\n",
       "      <td>0.426</td>\n",
       "      <td>0.02182</td>\n",
       "      <td>0.03130</td>\n",
       "      <td>0.02971</td>\n",
       "      <td>0.06545</td>\n",
       "      <td>0.02211</td>\n",
       "      <td>21.033</td>\n",
       "      <td>1</td>\n",
       "      <td>0.414783</td>\n",
       "      <td>0.815285</td>\n",
       "      <td>-4.813031</td>\n",
       "      <td>0.266482</td>\n",
       "      <td>2.301442</td>\n",
       "      <td>0.284654</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>phon_R01_S01_2</td>\n",
       "      <td>122.400</td>\n",
       "      <td>148.650</td>\n",
       "      <td>113.819</td>\n",
       "      <td>0.00968</td>\n",
       "      <td>0.000080</td>\n",
       "      <td>0.00465</td>\n",
       "      <td>0.00696</td>\n",
       "      <td>0.01394</td>\n",
       "      <td>0.06134</td>\n",
       "      <td>0.626</td>\n",
       "      <td>0.03134</td>\n",
       "      <td>0.04518</td>\n",
       "      <td>0.04368</td>\n",
       "      <td>0.09403</td>\n",
       "      <td>0.01929</td>\n",
       "      <td>19.085</td>\n",
       "      <td>1</td>\n",
       "      <td>0.458359</td>\n",
       "      <td>0.819521</td>\n",
       "      <td>-4.075192</td>\n",
       "      <td>0.335590</td>\n",
       "      <td>2.486855</td>\n",
       "      <td>0.368674</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>phon_R01_S01_3</td>\n",
       "      <td>116.682</td>\n",
       "      <td>131.111</td>\n",
       "      <td>111.555</td>\n",
       "      <td>0.01050</td>\n",
       "      <td>0.000090</td>\n",
       "      <td>0.00544</td>\n",
       "      <td>0.00781</td>\n",
       "      <td>0.01633</td>\n",
       "      <td>0.05233</td>\n",
       "      <td>0.482</td>\n",
       "      <td>0.02757</td>\n",
       "      <td>0.03858</td>\n",
       "      <td>0.03590</td>\n",
       "      <td>0.08270</td>\n",
       "      <td>0.01309</td>\n",
       "      <td>20.651</td>\n",
       "      <td>1</td>\n",
       "      <td>0.429895</td>\n",
       "      <td>0.825288</td>\n",
       "      <td>-4.443179</td>\n",
       "      <td>0.311173</td>\n",
       "      <td>2.342259</td>\n",
       "      <td>0.332634</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>phon_R01_S01_4</td>\n",
       "      <td>116.676</td>\n",
       "      <td>137.871</td>\n",
       "      <td>111.366</td>\n",
       "      <td>0.00997</td>\n",
       "      <td>0.000090</td>\n",
       "      <td>0.00502</td>\n",
       "      <td>0.00698</td>\n",
       "      <td>0.01505</td>\n",
       "      <td>0.05492</td>\n",
       "      <td>0.517</td>\n",
       "      <td>0.02924</td>\n",
       "      <td>0.04005</td>\n",
       "      <td>0.03772</td>\n",
       "      <td>0.08771</td>\n",
       "      <td>0.01353</td>\n",
       "      <td>20.644</td>\n",
       "      <td>1</td>\n",
       "      <td>0.434969</td>\n",
       "      <td>0.819235</td>\n",
       "      <td>-4.117501</td>\n",
       "      <td>0.334147</td>\n",
       "      <td>2.405554</td>\n",
       "      <td>0.368975</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>phon_R01_S01_5</td>\n",
       "      <td>116.014</td>\n",
       "      <td>141.781</td>\n",
       "      <td>110.655</td>\n",
       "      <td>0.01284</td>\n",
       "      <td>0.000110</td>\n",
       "      <td>0.00655</td>\n",
       "      <td>0.00908</td>\n",
       "      <td>0.01966</td>\n",
       "      <td>0.06425</td>\n",
       "      <td>0.584</td>\n",
       "      <td>0.03490</td>\n",
       "      <td>0.04825</td>\n",
       "      <td>0.04465</td>\n",
       "      <td>0.10470</td>\n",
       "      <td>0.01767</td>\n",
       "      <td>19.649</td>\n",
       "      <td>1</td>\n",
       "      <td>0.417356</td>\n",
       "      <td>0.823484</td>\n",
       "      <td>-3.747787</td>\n",
       "      <td>0.234513</td>\n",
       "      <td>2.332180</td>\n",
       "      <td>0.410335</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>phon_R01_S01_6</td>\n",
       "      <td>120.552</td>\n",
       "      <td>131.162</td>\n",
       "      <td>113.787</td>\n",
       "      <td>0.00968</td>\n",
       "      <td>0.000080</td>\n",
       "      <td>0.00463</td>\n",
       "      <td>0.00750</td>\n",
       "      <td>0.01388</td>\n",
       "      <td>0.04701</td>\n",
       "      <td>0.456</td>\n",
       "      <td>0.02328</td>\n",
       "      <td>0.03526</td>\n",
       "      <td>0.03243</td>\n",
       "      <td>0.06985</td>\n",
       "      <td>0.01222</td>\n",
       "      <td>21.378</td>\n",
       "      <td>1</td>\n",
       "      <td>0.415564</td>\n",
       "      <td>0.825069</td>\n",
       "      <td>-4.242867</td>\n",
       "      <td>0.299111</td>\n",
       "      <td>2.187560</td>\n",
       "      <td>0.357775</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>phon_R01_S02_1</td>\n",
       "      <td>120.267</td>\n",
       "      <td>137.244</td>\n",
       "      <td>114.820</td>\n",
       "      <td>0.00333</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00155</td>\n",
       "      <td>0.00202</td>\n",
       "      <td>0.00466</td>\n",
       "      <td>0.01608</td>\n",
       "      <td>0.140</td>\n",
       "      <td>0.00779</td>\n",
       "      <td>0.00937</td>\n",
       "      <td>0.01351</td>\n",
       "      <td>0.02337</td>\n",
       "      <td>0.00607</td>\n",
       "      <td>24.886</td>\n",
       "      <td>1</td>\n",
       "      <td>0.596040</td>\n",
       "      <td>0.764112</td>\n",
       "      <td>-5.634322</td>\n",
       "      <td>0.257682</td>\n",
       "      <td>1.854785</td>\n",
       "      <td>0.211756</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>phon_R01_S02_2</td>\n",
       "      <td>107.332</td>\n",
       "      <td>113.840</td>\n",
       "      <td>104.315</td>\n",
       "      <td>0.00290</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00144</td>\n",
       "      <td>0.00182</td>\n",
       "      <td>0.00431</td>\n",
       "      <td>0.01567</td>\n",
       "      <td>0.134</td>\n",
       "      <td>0.00829</td>\n",
       "      <td>0.00946</td>\n",
       "      <td>0.01256</td>\n",
       "      <td>0.02487</td>\n",
       "      <td>0.00344</td>\n",
       "      <td>26.892</td>\n",
       "      <td>1</td>\n",
       "      <td>0.637420</td>\n",
       "      <td>0.763262</td>\n",
       "      <td>-6.167603</td>\n",
       "      <td>0.183721</td>\n",
       "      <td>2.064693</td>\n",
       "      <td>0.163755</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>phon_R01_S02_3</td>\n",
       "      <td>95.730</td>\n",
       "      <td>132.068</td>\n",
       "      <td>91.754</td>\n",
       "      <td>0.00551</td>\n",
       "      <td>0.000060</td>\n",
       "      <td>0.00293</td>\n",
       "      <td>0.00332</td>\n",
       "      <td>0.00880</td>\n",
       "      <td>0.02093</td>\n",
       "      <td>0.191</td>\n",
       "      <td>0.01073</td>\n",
       "      <td>0.01277</td>\n",
       "      <td>0.01717</td>\n",
       "      <td>0.03218</td>\n",
       "      <td>0.01070</td>\n",
       "      <td>21.812</td>\n",
       "      <td>1</td>\n",
       "      <td>0.615551</td>\n",
       "      <td>0.773587</td>\n",
       "      <td>-5.498678</td>\n",
       "      <td>0.327769</td>\n",
       "      <td>2.322511</td>\n",
       "      <td>0.231571</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>phon_R01_S02_4</td>\n",
       "      <td>95.056</td>\n",
       "      <td>120.103</td>\n",
       "      <td>91.226</td>\n",
       "      <td>0.00532</td>\n",
       "      <td>0.000060</td>\n",
       "      <td>0.00268</td>\n",
       "      <td>0.00332</td>\n",
       "      <td>0.00803</td>\n",
       "      <td>0.02838</td>\n",
       "      <td>0.255</td>\n",
       "      <td>0.01441</td>\n",
       "      <td>0.01725</td>\n",
       "      <td>0.02444</td>\n",
       "      <td>0.04324</td>\n",
       "      <td>0.01022</td>\n",
       "      <td>21.862</td>\n",
       "      <td>1</td>\n",
       "      <td>0.547037</td>\n",
       "      <td>0.798463</td>\n",
       "      <td>-5.011879</td>\n",
       "      <td>0.325996</td>\n",
       "      <td>2.432792</td>\n",
       "      <td>0.271362</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>phon_R01_S02_5</td>\n",
       "      <td>88.333</td>\n",
       "      <td>112.240</td>\n",
       "      <td>84.072</td>\n",
       "      <td>0.00505</td>\n",
       "      <td>0.000060</td>\n",
       "      <td>0.00254</td>\n",
       "      <td>0.00330</td>\n",
       "      <td>0.00763</td>\n",
       "      <td>0.02143</td>\n",
       "      <td>0.197</td>\n",
       "      <td>0.01079</td>\n",
       "      <td>0.01342</td>\n",
       "      <td>0.01892</td>\n",
       "      <td>0.03237</td>\n",
       "      <td>0.01166</td>\n",
       "      <td>21.118</td>\n",
       "      <td>1</td>\n",
       "      <td>0.611137</td>\n",
       "      <td>0.776156</td>\n",
       "      <td>-5.249770</td>\n",
       "      <td>0.391002</td>\n",
       "      <td>2.407313</td>\n",
       "      <td>0.249740</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>phon_R01_S02_6</td>\n",
       "      <td>91.904</td>\n",
       "      <td>115.871</td>\n",
       "      <td>86.292</td>\n",
       "      <td>0.00540</td>\n",
       "      <td>0.000060</td>\n",
       "      <td>0.00281</td>\n",
       "      <td>0.00336</td>\n",
       "      <td>0.00844</td>\n",
       "      <td>0.02752</td>\n",
       "      <td>0.249</td>\n",
       "      <td>0.01424</td>\n",
       "      <td>0.01641</td>\n",
       "      <td>0.02214</td>\n",
       "      <td>0.04272</td>\n",
       "      <td>0.01141</td>\n",
       "      <td>21.414</td>\n",
       "      <td>1</td>\n",
       "      <td>0.583390</td>\n",
       "      <td>0.792520</td>\n",
       "      <td>-4.960234</td>\n",
       "      <td>0.363566</td>\n",
       "      <td>2.642476</td>\n",
       "      <td>0.275931</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>phon_R01_S04_1</td>\n",
       "      <td>136.926</td>\n",
       "      <td>159.866</td>\n",
       "      <td>131.276</td>\n",
       "      <td>0.00293</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.00118</td>\n",
       "      <td>0.00153</td>\n",
       "      <td>0.00355</td>\n",
       "      <td>0.01259</td>\n",
       "      <td>0.112</td>\n",
       "      <td>0.00656</td>\n",
       "      <td>0.00717</td>\n",
       "      <td>0.01140</td>\n",
       "      <td>0.01968</td>\n",
       "      <td>0.00581</td>\n",
       "      <td>25.703</td>\n",
       "      <td>1</td>\n",
       "      <td>0.460600</td>\n",
       "      <td>0.646846</td>\n",
       "      <td>-6.547148</td>\n",
       "      <td>0.152813</td>\n",
       "      <td>2.041277</td>\n",
       "      <td>0.138512</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>phon_R01_S04_2</td>\n",
       "      <td>139.173</td>\n",
       "      <td>179.139</td>\n",
       "      <td>76.556</td>\n",
       "      <td>0.00390</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00165</td>\n",
       "      <td>0.00208</td>\n",
       "      <td>0.00496</td>\n",
       "      <td>0.01642</td>\n",
       "      <td>0.154</td>\n",
       "      <td>0.00728</td>\n",
       "      <td>0.00932</td>\n",
       "      <td>0.01797</td>\n",
       "      <td>0.02184</td>\n",
       "      <td>0.01041</td>\n",
       "      <td>24.889</td>\n",
       "      <td>1</td>\n",
       "      <td>0.430166</td>\n",
       "      <td>0.665833</td>\n",
       "      <td>-5.660217</td>\n",
       "      <td>0.254989</td>\n",
       "      <td>2.519422</td>\n",
       "      <td>0.199889</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>phon_R01_S04_3</td>\n",
       "      <td>152.845</td>\n",
       "      <td>163.305</td>\n",
       "      <td>75.836</td>\n",
       "      <td>0.00294</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.00121</td>\n",
       "      <td>0.00149</td>\n",
       "      <td>0.00364</td>\n",
       "      <td>0.01828</td>\n",
       "      <td>0.158</td>\n",
       "      <td>0.01064</td>\n",
       "      <td>0.00972</td>\n",
       "      <td>0.01246</td>\n",
       "      <td>0.03191</td>\n",
       "      <td>0.00609</td>\n",
       "      <td>24.922</td>\n",
       "      <td>1</td>\n",
       "      <td>0.474791</td>\n",
       "      <td>0.654027</td>\n",
       "      <td>-6.105098</td>\n",
       "      <td>0.203653</td>\n",
       "      <td>2.125618</td>\n",
       "      <td>0.170100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>phon_R01_S04_4</td>\n",
       "      <td>142.167</td>\n",
       "      <td>217.455</td>\n",
       "      <td>83.159</td>\n",
       "      <td>0.00369</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00157</td>\n",
       "      <td>0.00203</td>\n",
       "      <td>0.00471</td>\n",
       "      <td>0.01503</td>\n",
       "      <td>0.126</td>\n",
       "      <td>0.00772</td>\n",
       "      <td>0.00888</td>\n",
       "      <td>0.01359</td>\n",
       "      <td>0.02316</td>\n",
       "      <td>0.00839</td>\n",
       "      <td>25.175</td>\n",
       "      <td>1</td>\n",
       "      <td>0.565924</td>\n",
       "      <td>0.658245</td>\n",
       "      <td>-5.340115</td>\n",
       "      <td>0.210185</td>\n",
       "      <td>2.205546</td>\n",
       "      <td>0.234589</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>phon_R01_S04_5</td>\n",
       "      <td>144.188</td>\n",
       "      <td>349.259</td>\n",
       "      <td>82.764</td>\n",
       "      <td>0.00544</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.00211</td>\n",
       "      <td>0.00292</td>\n",
       "      <td>0.00632</td>\n",
       "      <td>0.02047</td>\n",
       "      <td>0.192</td>\n",
       "      <td>0.00969</td>\n",
       "      <td>0.01200</td>\n",
       "      <td>0.02074</td>\n",
       "      <td>0.02908</td>\n",
       "      <td>0.01859</td>\n",
       "      <td>22.333</td>\n",
       "      <td>1</td>\n",
       "      <td>0.567380</td>\n",
       "      <td>0.644692</td>\n",
       "      <td>-5.440040</td>\n",
       "      <td>0.239764</td>\n",
       "      <td>2.264501</td>\n",
       "      <td>0.218164</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>phon_R01_S04_6</td>\n",
       "      <td>168.778</td>\n",
       "      <td>232.181</td>\n",
       "      <td>75.603</td>\n",
       "      <td>0.00718</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.00284</td>\n",
       "      <td>0.00387</td>\n",
       "      <td>0.00853</td>\n",
       "      <td>0.03327</td>\n",
       "      <td>0.348</td>\n",
       "      <td>0.01441</td>\n",
       "      <td>0.01893</td>\n",
       "      <td>0.03430</td>\n",
       "      <td>0.04322</td>\n",
       "      <td>0.02919</td>\n",
       "      <td>20.376</td>\n",
       "      <td>1</td>\n",
       "      <td>0.631099</td>\n",
       "      <td>0.605417</td>\n",
       "      <td>-2.931070</td>\n",
       "      <td>0.434326</td>\n",
       "      <td>3.007463</td>\n",
       "      <td>0.430788</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>phon_R01_S05_1</td>\n",
       "      <td>153.046</td>\n",
       "      <td>175.829</td>\n",
       "      <td>68.623</td>\n",
       "      <td>0.00742</td>\n",
       "      <td>0.000050</td>\n",
       "      <td>0.00364</td>\n",
       "      <td>0.00432</td>\n",
       "      <td>0.01092</td>\n",
       "      <td>0.05517</td>\n",
       "      <td>0.542</td>\n",
       "      <td>0.02471</td>\n",
       "      <td>0.03572</td>\n",
       "      <td>0.05767</td>\n",
       "      <td>0.07413</td>\n",
       "      <td>0.03160</td>\n",
       "      <td>17.280</td>\n",
       "      <td>1</td>\n",
       "      <td>0.665318</td>\n",
       "      <td>0.719467</td>\n",
       "      <td>-3.949079</td>\n",
       "      <td>0.357870</td>\n",
       "      <td>3.109010</td>\n",
       "      <td>0.377429</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>phon_R01_S05_2</td>\n",
       "      <td>156.405</td>\n",
       "      <td>189.398</td>\n",
       "      <td>142.822</td>\n",
       "      <td>0.00768</td>\n",
       "      <td>0.000050</td>\n",
       "      <td>0.00372</td>\n",
       "      <td>0.00399</td>\n",
       "      <td>0.01116</td>\n",
       "      <td>0.03995</td>\n",
       "      <td>0.348</td>\n",
       "      <td>0.01721</td>\n",
       "      <td>0.02374</td>\n",
       "      <td>0.04310</td>\n",
       "      <td>0.05164</td>\n",
       "      <td>0.03365</td>\n",
       "      <td>17.153</td>\n",
       "      <td>1</td>\n",
       "      <td>0.649554</td>\n",
       "      <td>0.686080</td>\n",
       "      <td>-4.554466</td>\n",
       "      <td>0.340176</td>\n",
       "      <td>2.856676</td>\n",
       "      <td>0.322111</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>phon_R01_S05_3</td>\n",
       "      <td>153.848</td>\n",
       "      <td>165.738</td>\n",
       "      <td>65.782</td>\n",
       "      <td>0.00840</td>\n",
       "      <td>0.000050</td>\n",
       "      <td>0.00428</td>\n",
       "      <td>0.00450</td>\n",
       "      <td>0.01285</td>\n",
       "      <td>0.03810</td>\n",
       "      <td>0.328</td>\n",
       "      <td>0.01667</td>\n",
       "      <td>0.02383</td>\n",
       "      <td>0.04055</td>\n",
       "      <td>0.05000</td>\n",
       "      <td>0.03871</td>\n",
       "      <td>17.536</td>\n",
       "      <td>1</td>\n",
       "      <td>0.660125</td>\n",
       "      <td>0.704087</td>\n",
       "      <td>-4.095442</td>\n",
       "      <td>0.262564</td>\n",
       "      <td>2.739710</td>\n",
       "      <td>0.365391</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>phon_R01_S05_4</td>\n",
       "      <td>153.880</td>\n",
       "      <td>172.860</td>\n",
       "      <td>78.128</td>\n",
       "      <td>0.00480</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00232</td>\n",
       "      <td>0.00267</td>\n",
       "      <td>0.00696</td>\n",
       "      <td>0.04137</td>\n",
       "      <td>0.370</td>\n",
       "      <td>0.02021</td>\n",
       "      <td>0.02591</td>\n",
       "      <td>0.04525</td>\n",
       "      <td>0.06062</td>\n",
       "      <td>0.01849</td>\n",
       "      <td>19.493</td>\n",
       "      <td>1</td>\n",
       "      <td>0.629017</td>\n",
       "      <td>0.698951</td>\n",
       "      <td>-5.186960</td>\n",
       "      <td>0.237622</td>\n",
       "      <td>2.557536</td>\n",
       "      <td>0.259765</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>phon_R01_S05_5</td>\n",
       "      <td>167.930</td>\n",
       "      <td>193.221</td>\n",
       "      <td>79.068</td>\n",
       "      <td>0.00442</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00220</td>\n",
       "      <td>0.00247</td>\n",
       "      <td>0.00661</td>\n",
       "      <td>0.04351</td>\n",
       "      <td>0.377</td>\n",
       "      <td>0.02228</td>\n",
       "      <td>0.02540</td>\n",
       "      <td>0.04246</td>\n",
       "      <td>0.06685</td>\n",
       "      <td>0.01280</td>\n",
       "      <td>22.468</td>\n",
       "      <td>1</td>\n",
       "      <td>0.619060</td>\n",
       "      <td>0.679834</td>\n",
       "      <td>-4.330956</td>\n",
       "      <td>0.262384</td>\n",
       "      <td>2.916777</td>\n",
       "      <td>0.285695</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>phon_R01_S05_6</td>\n",
       "      <td>173.917</td>\n",
       "      <td>192.735</td>\n",
       "      <td>86.180</td>\n",
       "      <td>0.00476</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00221</td>\n",
       "      <td>0.00258</td>\n",
       "      <td>0.00663</td>\n",
       "      <td>0.04192</td>\n",
       "      <td>0.364</td>\n",
       "      <td>0.02187</td>\n",
       "      <td>0.02470</td>\n",
       "      <td>0.03772</td>\n",
       "      <td>0.06562</td>\n",
       "      <td>0.01840</td>\n",
       "      <td>20.422</td>\n",
       "      <td>1</td>\n",
       "      <td>0.537264</td>\n",
       "      <td>0.686894</td>\n",
       "      <td>-5.248776</td>\n",
       "      <td>0.210279</td>\n",
       "      <td>2.547508</td>\n",
       "      <td>0.253556</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>phon_R01_S06_1</td>\n",
       "      <td>163.656</td>\n",
       "      <td>200.841</td>\n",
       "      <td>76.779</td>\n",
       "      <td>0.00742</td>\n",
       "      <td>0.000050</td>\n",
       "      <td>0.00380</td>\n",
       "      <td>0.00390</td>\n",
       "      <td>0.01140</td>\n",
       "      <td>0.01659</td>\n",
       "      <td>0.164</td>\n",
       "      <td>0.00738</td>\n",
       "      <td>0.00948</td>\n",
       "      <td>0.01497</td>\n",
       "      <td>0.02214</td>\n",
       "      <td>0.01778</td>\n",
       "      <td>23.831</td>\n",
       "      <td>1</td>\n",
       "      <td>0.397937</td>\n",
       "      <td>0.732479</td>\n",
       "      <td>-5.557447</td>\n",
       "      <td>0.220890</td>\n",
       "      <td>2.692176</td>\n",
       "      <td>0.215961</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>phon_R01_S06_2</td>\n",
       "      <td>104.400</td>\n",
       "      <td>206.002</td>\n",
       "      <td>77.968</td>\n",
       "      <td>0.00633</td>\n",
       "      <td>0.000060</td>\n",
       "      <td>0.00316</td>\n",
       "      <td>0.00375</td>\n",
       "      <td>0.00948</td>\n",
       "      <td>0.03767</td>\n",
       "      <td>0.381</td>\n",
       "      <td>0.01732</td>\n",
       "      <td>0.02245</td>\n",
       "      <td>0.03780</td>\n",
       "      <td>0.05197</td>\n",
       "      <td>0.02887</td>\n",
       "      <td>22.066</td>\n",
       "      <td>1</td>\n",
       "      <td>0.522746</td>\n",
       "      <td>0.737948</td>\n",
       "      <td>-5.571843</td>\n",
       "      <td>0.236853</td>\n",
       "      <td>2.846369</td>\n",
       "      <td>0.219514</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>phon_R01_S06_3</td>\n",
       "      <td>171.041</td>\n",
       "      <td>208.313</td>\n",
       "      <td>75.501</td>\n",
       "      <td>0.00455</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00250</td>\n",
       "      <td>0.00234</td>\n",
       "      <td>0.00750</td>\n",
       "      <td>0.01966</td>\n",
       "      <td>0.186</td>\n",
       "      <td>0.00889</td>\n",
       "      <td>0.01169</td>\n",
       "      <td>0.01872</td>\n",
       "      <td>0.02666</td>\n",
       "      <td>0.01095</td>\n",
       "      <td>25.908</td>\n",
       "      <td>1</td>\n",
       "      <td>0.418622</td>\n",
       "      <td>0.720916</td>\n",
       "      <td>-6.183590</td>\n",
       "      <td>0.226278</td>\n",
       "      <td>2.589702</td>\n",
       "      <td>0.147403</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>phon_R01_S06_4</td>\n",
       "      <td>146.845</td>\n",
       "      <td>208.701</td>\n",
       "      <td>81.737</td>\n",
       "      <td>0.00496</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00250</td>\n",
       "      <td>0.00275</td>\n",
       "      <td>0.00749</td>\n",
       "      <td>0.01919</td>\n",
       "      <td>0.198</td>\n",
       "      <td>0.00883</td>\n",
       "      <td>0.01144</td>\n",
       "      <td>0.01826</td>\n",
       "      <td>0.02650</td>\n",
       "      <td>0.01328</td>\n",
       "      <td>25.119</td>\n",
       "      <td>1</td>\n",
       "      <td>0.358773</td>\n",
       "      <td>0.726652</td>\n",
       "      <td>-6.271690</td>\n",
       "      <td>0.196102</td>\n",
       "      <td>2.314209</td>\n",
       "      <td>0.162999</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>phon_R01_S06_5</td>\n",
       "      <td>155.358</td>\n",
       "      <td>227.383</td>\n",
       "      <td>80.055</td>\n",
       "      <td>0.00310</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.00159</td>\n",
       "      <td>0.00176</td>\n",
       "      <td>0.00476</td>\n",
       "      <td>0.01718</td>\n",
       "      <td>0.161</td>\n",
       "      <td>0.00769</td>\n",
       "      <td>0.01012</td>\n",
       "      <td>0.01661</td>\n",
       "      <td>0.02307</td>\n",
       "      <td>0.00677</td>\n",
       "      <td>25.970</td>\n",
       "      <td>1</td>\n",
       "      <td>0.470478</td>\n",
       "      <td>0.676258</td>\n",
       "      <td>-7.120925</td>\n",
       "      <td>0.279789</td>\n",
       "      <td>2.241742</td>\n",
       "      <td>0.108514</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>phon_R01_S06_6</td>\n",
       "      <td>162.568</td>\n",
       "      <td>198.346</td>\n",
       "      <td>77.630</td>\n",
       "      <td>0.00502</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00280</td>\n",
       "      <td>0.00253</td>\n",
       "      <td>0.00841</td>\n",
       "      <td>0.01791</td>\n",
       "      <td>0.168</td>\n",
       "      <td>0.00793</td>\n",
       "      <td>0.01057</td>\n",
       "      <td>0.01799</td>\n",
       "      <td>0.02380</td>\n",
       "      <td>0.01170</td>\n",
       "      <td>25.678</td>\n",
       "      <td>1</td>\n",
       "      <td>0.427785</td>\n",
       "      <td>0.723797</td>\n",
       "      <td>-6.635729</td>\n",
       "      <td>0.209866</td>\n",
       "      <td>1.957961</td>\n",
       "      <td>0.135242</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>phon_R01_S07_1</td>\n",
       "      <td>197.076</td>\n",
       "      <td>206.896</td>\n",
       "      <td>192.055</td>\n",
       "      <td>0.00289</td>\n",
       "      <td>0.000010</td>\n",
       "      <td>0.00166</td>\n",
       "      <td>0.00168</td>\n",
       "      <td>0.00498</td>\n",
       "      <td>0.01098</td>\n",
       "      <td>0.097</td>\n",
       "      <td>0.00563</td>\n",
       "      <td>0.00680</td>\n",
       "      <td>0.00802</td>\n",
       "      <td>0.01689</td>\n",
       "      <td>0.00339</td>\n",
       "      <td>26.775</td>\n",
       "      <td>0</td>\n",
       "      <td>0.422229</td>\n",
       "      <td>0.741367</td>\n",
       "      <td>-7.348300</td>\n",
       "      <td>0.177551</td>\n",
       "      <td>1.743867</td>\n",
       "      <td>0.085569</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>phon_R01_S07_2</td>\n",
       "      <td>199.228</td>\n",
       "      <td>209.512</td>\n",
       "      <td>192.091</td>\n",
       "      <td>0.00241</td>\n",
       "      <td>0.000010</td>\n",
       "      <td>0.00134</td>\n",
       "      <td>0.00138</td>\n",
       "      <td>0.00402</td>\n",
       "      <td>0.01015</td>\n",
       "      <td>0.089</td>\n",
       "      <td>0.00504</td>\n",
       "      <td>0.00641</td>\n",
       "      <td>0.00762</td>\n",
       "      <td>0.01513</td>\n",
       "      <td>0.00167</td>\n",
       "      <td>30.940</td>\n",
       "      <td>0</td>\n",
       "      <td>0.432439</td>\n",
       "      <td>0.742055</td>\n",
       "      <td>-7.682587</td>\n",
       "      <td>0.173319</td>\n",
       "      <td>2.103106</td>\n",
       "      <td>0.068501</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>phon_R01_S07_3</td>\n",
       "      <td>198.383</td>\n",
       "      <td>215.203</td>\n",
       "      <td>193.104</td>\n",
       "      <td>0.00212</td>\n",
       "      <td>0.000010</td>\n",
       "      <td>0.00113</td>\n",
       "      <td>0.00135</td>\n",
       "      <td>0.00339</td>\n",
       "      <td>0.01263</td>\n",
       "      <td>0.111</td>\n",
       "      <td>0.00640</td>\n",
       "      <td>0.00825</td>\n",
       "      <td>0.00951</td>\n",
       "      <td>0.01919</td>\n",
       "      <td>0.00119</td>\n",
       "      <td>30.775</td>\n",
       "      <td>0</td>\n",
       "      <td>0.465946</td>\n",
       "      <td>0.738703</td>\n",
       "      <td>-7.067931</td>\n",
       "      <td>0.175181</td>\n",
       "      <td>1.512275</td>\n",
       "      <td>0.096320</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>phon_R01_S07_4</td>\n",
       "      <td>202.266</td>\n",
       "      <td>211.604</td>\n",
       "      <td>197.079</td>\n",
       "      <td>0.00180</td>\n",
       "      <td>0.000009</td>\n",
       "      <td>0.00093</td>\n",
       "      <td>0.00107</td>\n",
       "      <td>0.00278</td>\n",
       "      <td>0.00954</td>\n",
       "      <td>0.085</td>\n",
       "      <td>0.00469</td>\n",
       "      <td>0.00606</td>\n",
       "      <td>0.00719</td>\n",
       "      <td>0.01407</td>\n",
       "      <td>0.00072</td>\n",
       "      <td>32.684</td>\n",
       "      <td>0</td>\n",
       "      <td>0.368535</td>\n",
       "      <td>0.742133</td>\n",
       "      <td>-7.695734</td>\n",
       "      <td>0.178540</td>\n",
       "      <td>1.544609</td>\n",
       "      <td>0.056141</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>phon_R01_S07_5</td>\n",
       "      <td>203.184</td>\n",
       "      <td>211.526</td>\n",
       "      <td>196.160</td>\n",
       "      <td>0.00178</td>\n",
       "      <td>0.000009</td>\n",
       "      <td>0.00094</td>\n",
       "      <td>0.00106</td>\n",
       "      <td>0.00283</td>\n",
       "      <td>0.00958</td>\n",
       "      <td>0.085</td>\n",
       "      <td>0.00468</td>\n",
       "      <td>0.00610</td>\n",
       "      <td>0.00726</td>\n",
       "      <td>0.01403</td>\n",
       "      <td>0.00065</td>\n",
       "      <td>33.047</td>\n",
       "      <td>0</td>\n",
       "      <td>0.340068</td>\n",
       "      <td>0.741899</td>\n",
       "      <td>-7.964984</td>\n",
       "      <td>0.163519</td>\n",
       "      <td>1.423287</td>\n",
       "      <td>0.044539</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>phon_R01_S07_6</td>\n",
       "      <td>201.464</td>\n",
       "      <td>210.565</td>\n",
       "      <td>195.708</td>\n",
       "      <td>0.00198</td>\n",
       "      <td>0.000010</td>\n",
       "      <td>0.00105</td>\n",
       "      <td>0.00115</td>\n",
       "      <td>0.00314</td>\n",
       "      <td>0.01194</td>\n",
       "      <td>0.107</td>\n",
       "      <td>0.00586</td>\n",
       "      <td>0.00760</td>\n",
       "      <td>0.00957</td>\n",
       "      <td>0.01758</td>\n",
       "      <td>0.00135</td>\n",
       "      <td>31.732</td>\n",
       "      <td>0</td>\n",
       "      <td>0.344252</td>\n",
       "      <td>0.742737</td>\n",
       "      <td>-7.777685</td>\n",
       "      <td>0.170183</td>\n",
       "      <td>2.447064</td>\n",
       "      <td>0.057610</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>phon_R01_S08_1</td>\n",
       "      <td>177.876</td>\n",
       "      <td>192.921</td>\n",
       "      <td>168.013</td>\n",
       "      <td>0.00411</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.00233</td>\n",
       "      <td>0.00241</td>\n",
       "      <td>0.00700</td>\n",
       "      <td>0.02126</td>\n",
       "      <td>0.189</td>\n",
       "      <td>0.01154</td>\n",
       "      <td>0.01347</td>\n",
       "      <td>0.01612</td>\n",
       "      <td>0.03463</td>\n",
       "      <td>0.00586</td>\n",
       "      <td>23.216</td>\n",
       "      <td>1</td>\n",
       "      <td>0.360148</td>\n",
       "      <td>0.778834</td>\n",
       "      <td>-6.149653</td>\n",
       "      <td>0.218037</td>\n",
       "      <td>2.477082</td>\n",
       "      <td>0.165827</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>phon_R01_S08_2</td>\n",
       "      <td>176.170</td>\n",
       "      <td>185.604</td>\n",
       "      <td>163.564</td>\n",
       "      <td>0.00369</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.00205</td>\n",
       "      <td>0.00218</td>\n",
       "      <td>0.00616</td>\n",
       "      <td>0.01851</td>\n",
       "      <td>0.168</td>\n",
       "      <td>0.00938</td>\n",
       "      <td>0.01160</td>\n",
       "      <td>0.01491</td>\n",
       "      <td>0.02814</td>\n",
       "      <td>0.00340</td>\n",
       "      <td>24.951</td>\n",
       "      <td>1</td>\n",
       "      <td>0.341435</td>\n",
       "      <td>0.783626</td>\n",
       "      <td>-6.006414</td>\n",
       "      <td>0.196371</td>\n",
       "      <td>2.536527</td>\n",
       "      <td>0.173218</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>phon_R01_S08_3</td>\n",
       "      <td>180.198</td>\n",
       "      <td>201.249</td>\n",
       "      <td>175.456</td>\n",
       "      <td>0.00284</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.00153</td>\n",
       "      <td>0.00166</td>\n",
       "      <td>0.00459</td>\n",
       "      <td>0.01444</td>\n",
       "      <td>0.131</td>\n",
       "      <td>0.00726</td>\n",
       "      <td>0.00885</td>\n",
       "      <td>0.01190</td>\n",
       "      <td>0.02177</td>\n",
       "      <td>0.00231</td>\n",
       "      <td>26.738</td>\n",
       "      <td>1</td>\n",
       "      <td>0.403884</td>\n",
       "      <td>0.766209</td>\n",
       "      <td>-6.452058</td>\n",
       "      <td>0.212294</td>\n",
       "      <td>2.269398</td>\n",
       "      <td>0.141929</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>phon_R01_S08_4</td>\n",
       "      <td>187.733</td>\n",
       "      <td>202.324</td>\n",
       "      <td>173.015</td>\n",
       "      <td>0.00316</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.00168</td>\n",
       "      <td>0.00182</td>\n",
       "      <td>0.00504</td>\n",
       "      <td>0.01663</td>\n",
       "      <td>0.151</td>\n",
       "      <td>0.00829</td>\n",
       "      <td>0.01003</td>\n",
       "      <td>0.01366</td>\n",
       "      <td>0.02488</td>\n",
       "      <td>0.00265</td>\n",
       "      <td>26.310</td>\n",
       "      <td>1</td>\n",
       "      <td>0.396793</td>\n",
       "      <td>0.758324</td>\n",
       "      <td>-6.006647</td>\n",
       "      <td>0.266892</td>\n",
       "      <td>2.382544</td>\n",
       "      <td>0.160691</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>phon_R01_S08_5</td>\n",
       "      <td>186.163</td>\n",
       "      <td>197.724</td>\n",
       "      <td>177.584</td>\n",
       "      <td>0.00298</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.00165</td>\n",
       "      <td>0.00175</td>\n",
       "      <td>0.00496</td>\n",
       "      <td>0.01495</td>\n",
       "      <td>0.135</td>\n",
       "      <td>0.00774</td>\n",
       "      <td>0.00941</td>\n",
       "      <td>0.01233</td>\n",
       "      <td>0.02321</td>\n",
       "      <td>0.00231</td>\n",
       "      <td>26.822</td>\n",
       "      <td>1</td>\n",
       "      <td>0.326480</td>\n",
       "      <td>0.765623</td>\n",
       "      <td>-6.647379</td>\n",
       "      <td>0.201095</td>\n",
       "      <td>2.374073</td>\n",
       "      <td>0.130554</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>phon_R01_S08_6</td>\n",
       "      <td>184.055</td>\n",
       "      <td>196.537</td>\n",
       "      <td>166.977</td>\n",
       "      <td>0.00258</td>\n",
       "      <td>0.000010</td>\n",
       "      <td>0.00134</td>\n",
       "      <td>0.00147</td>\n",
       "      <td>0.00403</td>\n",
       "      <td>0.01463</td>\n",
       "      <td>0.132</td>\n",
       "      <td>0.00742</td>\n",
       "      <td>0.00901</td>\n",
       "      <td>0.01234</td>\n",
       "      <td>0.02226</td>\n",
       "      <td>0.00257</td>\n",
       "      <td>26.453</td>\n",
       "      <td>1</td>\n",
       "      <td>0.306443</td>\n",
       "      <td>0.759203</td>\n",
       "      <td>-7.044105</td>\n",
       "      <td>0.063412</td>\n",
       "      <td>2.361532</td>\n",
       "      <td>0.115730</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>phon_R01_S10_1</td>\n",
       "      <td>237.226</td>\n",
       "      <td>247.326</td>\n",
       "      <td>225.227</td>\n",
       "      <td>0.00298</td>\n",
       "      <td>0.000010</td>\n",
       "      <td>0.00169</td>\n",
       "      <td>0.00182</td>\n",
       "      <td>0.00507</td>\n",
       "      <td>0.01752</td>\n",
       "      <td>0.164</td>\n",
       "      <td>0.01035</td>\n",
       "      <td>0.01024</td>\n",
       "      <td>0.01133</td>\n",
       "      <td>0.03104</td>\n",
       "      <td>0.00740</td>\n",
       "      <td>22.736</td>\n",
       "      <td>0</td>\n",
       "      <td>0.305062</td>\n",
       "      <td>0.654172</td>\n",
       "      <td>-7.310550</td>\n",
       "      <td>0.098648</td>\n",
       "      <td>2.416838</td>\n",
       "      <td>0.095032</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>phon_R01_S10_2</td>\n",
       "      <td>241.404</td>\n",
       "      <td>248.834</td>\n",
       "      <td>232.483</td>\n",
       "      <td>0.00281</td>\n",
       "      <td>0.000010</td>\n",
       "      <td>0.00157</td>\n",
       "      <td>0.00173</td>\n",
       "      <td>0.00470</td>\n",
       "      <td>0.01760</td>\n",
       "      <td>0.154</td>\n",
       "      <td>0.01006</td>\n",
       "      <td>0.01038</td>\n",
       "      <td>0.01251</td>\n",
       "      <td>0.03017</td>\n",
       "      <td>0.00675</td>\n",
       "      <td>23.145</td>\n",
       "      <td>0</td>\n",
       "      <td>0.457702</td>\n",
       "      <td>0.634267</td>\n",
       "      <td>-6.793547</td>\n",
       "      <td>0.158266</td>\n",
       "      <td>2.256699</td>\n",
       "      <td>0.117399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>phon_R01_S10_3</td>\n",
       "      <td>243.439</td>\n",
       "      <td>250.912</td>\n",
       "      <td>232.435</td>\n",
       "      <td>0.00210</td>\n",
       "      <td>0.000009</td>\n",
       "      <td>0.00109</td>\n",
       "      <td>0.00137</td>\n",
       "      <td>0.00327</td>\n",
       "      <td>0.01419</td>\n",
       "      <td>0.126</td>\n",
       "      <td>0.00777</td>\n",
       "      <td>0.00898</td>\n",
       "      <td>0.01033</td>\n",
       "      <td>0.02330</td>\n",
       "      <td>0.00454</td>\n",
       "      <td>25.368</td>\n",
       "      <td>0</td>\n",
       "      <td>0.438296</td>\n",
       "      <td>0.635285</td>\n",
       "      <td>-7.057869</td>\n",
       "      <td>0.091608</td>\n",
       "      <td>2.330716</td>\n",
       "      <td>0.091470</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>phon_R01_S10_4</td>\n",
       "      <td>242.852</td>\n",
       "      <td>255.034</td>\n",
       "      <td>227.911</td>\n",
       "      <td>0.00225</td>\n",
       "      <td>0.000009</td>\n",
       "      <td>0.00117</td>\n",
       "      <td>0.00139</td>\n",
       "      <td>0.00350</td>\n",
       "      <td>0.01494</td>\n",
       "      <td>0.134</td>\n",
       "      <td>0.00847</td>\n",
       "      <td>0.00879</td>\n",
       "      <td>0.01014</td>\n",
       "      <td>0.02542</td>\n",
       "      <td>0.00476</td>\n",
       "      <td>25.032</td>\n",
       "      <td>0</td>\n",
       "      <td>0.431285</td>\n",
       "      <td>0.638928</td>\n",
       "      <td>-6.995820</td>\n",
       "      <td>0.102083</td>\n",
       "      <td>2.365800</td>\n",
       "      <td>0.102706</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>phon_R01_S10_5</td>\n",
       "      <td>245.510</td>\n",
       "      <td>262.090</td>\n",
       "      <td>231.848</td>\n",
       "      <td>0.00235</td>\n",
       "      <td>0.000010</td>\n",
       "      <td>0.00127</td>\n",
       "      <td>0.00148</td>\n",
       "      <td>0.00380</td>\n",
       "      <td>0.01608</td>\n",
       "      <td>0.141</td>\n",
       "      <td>0.00906</td>\n",
       "      <td>0.00977</td>\n",
       "      <td>0.01149</td>\n",
       "      <td>0.02719</td>\n",
       "      <td>0.00476</td>\n",
       "      <td>24.602</td>\n",
       "      <td>0</td>\n",
       "      <td>0.467489</td>\n",
       "      <td>0.631653</td>\n",
       "      <td>-7.156076</td>\n",
       "      <td>0.127642</td>\n",
       "      <td>2.392122</td>\n",
       "      <td>0.097336</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>phon_R01_S10_6</td>\n",
       "      <td>252.455</td>\n",
       "      <td>261.487</td>\n",
       "      <td>182.786</td>\n",
       "      <td>0.00185</td>\n",
       "      <td>0.000007</td>\n",
       "      <td>0.00092</td>\n",
       "      <td>0.00113</td>\n",
       "      <td>0.00276</td>\n",
       "      <td>0.01152</td>\n",
       "      <td>0.103</td>\n",
       "      <td>0.00614</td>\n",
       "      <td>0.00730</td>\n",
       "      <td>0.00860</td>\n",
       "      <td>0.01841</td>\n",
       "      <td>0.00432</td>\n",
       "      <td>26.805</td>\n",
       "      <td>0</td>\n",
       "      <td>0.610367</td>\n",
       "      <td>0.635204</td>\n",
       "      <td>-7.319510</td>\n",
       "      <td>0.200873</td>\n",
       "      <td>2.028612</td>\n",
       "      <td>0.086398</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>phon_R01_S13_1</td>\n",
       "      <td>122.188</td>\n",
       "      <td>128.611</td>\n",
       "      <td>115.765</td>\n",
       "      <td>0.00524</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.00169</td>\n",
       "      <td>0.00203</td>\n",
       "      <td>0.00507</td>\n",
       "      <td>0.01613</td>\n",
       "      <td>0.143</td>\n",
       "      <td>0.00855</td>\n",
       "      <td>0.00776</td>\n",
       "      <td>0.01433</td>\n",
       "      <td>0.02566</td>\n",
       "      <td>0.00839</td>\n",
       "      <td>23.162</td>\n",
       "      <td>0</td>\n",
       "      <td>0.579597</td>\n",
       "      <td>0.733659</td>\n",
       "      <td>-6.439398</td>\n",
       "      <td>0.266392</td>\n",
       "      <td>2.079922</td>\n",
       "      <td>0.133867</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>phon_R01_S13_2</td>\n",
       "      <td>122.964</td>\n",
       "      <td>130.049</td>\n",
       "      <td>114.676</td>\n",
       "      <td>0.00428</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00124</td>\n",
       "      <td>0.00155</td>\n",
       "      <td>0.00373</td>\n",
       "      <td>0.01681</td>\n",
       "      <td>0.154</td>\n",
       "      <td>0.00930</td>\n",
       "      <td>0.00802</td>\n",
       "      <td>0.01400</td>\n",
       "      <td>0.02789</td>\n",
       "      <td>0.00462</td>\n",
       "      <td>24.971</td>\n",
       "      <td>0</td>\n",
       "      <td>0.538688</td>\n",
       "      <td>0.754073</td>\n",
       "      <td>-6.482096</td>\n",
       "      <td>0.264967</td>\n",
       "      <td>2.054419</td>\n",
       "      <td>0.128872</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>phon_R01_S13_3</td>\n",
       "      <td>124.445</td>\n",
       "      <td>135.069</td>\n",
       "      <td>117.495</td>\n",
       "      <td>0.00431</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00141</td>\n",
       "      <td>0.00167</td>\n",
       "      <td>0.00422</td>\n",
       "      <td>0.02184</td>\n",
       "      <td>0.197</td>\n",
       "      <td>0.01241</td>\n",
       "      <td>0.01024</td>\n",
       "      <td>0.01685</td>\n",
       "      <td>0.03724</td>\n",
       "      <td>0.00479</td>\n",
       "      <td>25.135</td>\n",
       "      <td>0</td>\n",
       "      <td>0.553134</td>\n",
       "      <td>0.775933</td>\n",
       "      <td>-6.650471</td>\n",
       "      <td>0.254498</td>\n",
       "      <td>1.840198</td>\n",
       "      <td>0.103561</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>phon_R01_S13_4</td>\n",
       "      <td>126.344</td>\n",
       "      <td>134.231</td>\n",
       "      <td>112.773</td>\n",
       "      <td>0.00448</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.00131</td>\n",
       "      <td>0.00169</td>\n",
       "      <td>0.00393</td>\n",
       "      <td>0.02033</td>\n",
       "      <td>0.185</td>\n",
       "      <td>0.01143</td>\n",
       "      <td>0.00959</td>\n",
       "      <td>0.01614</td>\n",
       "      <td>0.03429</td>\n",
       "      <td>0.00474</td>\n",
       "      <td>25.030</td>\n",
       "      <td>0</td>\n",
       "      <td>0.507504</td>\n",
       "      <td>0.760361</td>\n",
       "      <td>-6.689151</td>\n",
       "      <td>0.291954</td>\n",
       "      <td>2.431854</td>\n",
       "      <td>0.105993</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>phon_R01_S13_5</td>\n",
       "      <td>128.001</td>\n",
       "      <td>138.052</td>\n",
       "      <td>122.080</td>\n",
       "      <td>0.00436</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00137</td>\n",
       "      <td>0.00166</td>\n",
       "      <td>0.00411</td>\n",
       "      <td>0.02297</td>\n",
       "      <td>0.210</td>\n",
       "      <td>0.01323</td>\n",
       "      <td>0.01072</td>\n",
       "      <td>0.01677</td>\n",
       "      <td>0.03969</td>\n",
       "      <td>0.00481</td>\n",
       "      <td>24.692</td>\n",
       "      <td>0</td>\n",
       "      <td>0.459766</td>\n",
       "      <td>0.766204</td>\n",
       "      <td>-7.072419</td>\n",
       "      <td>0.220434</td>\n",
       "      <td>1.972297</td>\n",
       "      <td>0.119308</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>phon_R01_S13_6</td>\n",
       "      <td>129.336</td>\n",
       "      <td>139.867</td>\n",
       "      <td>118.604</td>\n",
       "      <td>0.00490</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.00165</td>\n",
       "      <td>0.00183</td>\n",
       "      <td>0.00495</td>\n",
       "      <td>0.02498</td>\n",
       "      <td>0.228</td>\n",
       "      <td>0.01396</td>\n",
       "      <td>0.01219</td>\n",
       "      <td>0.01947</td>\n",
       "      <td>0.04188</td>\n",
       "      <td>0.00484</td>\n",
       "      <td>25.429</td>\n",
       "      <td>0</td>\n",
       "      <td>0.420383</td>\n",
       "      <td>0.785714</td>\n",
       "      <td>-6.836811</td>\n",
       "      <td>0.269866</td>\n",
       "      <td>2.223719</td>\n",
       "      <td>0.147491</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>phon_R01_S16_1</td>\n",
       "      <td>108.807</td>\n",
       "      <td>134.656</td>\n",
       "      <td>102.874</td>\n",
       "      <td>0.00761</td>\n",
       "      <td>0.000070</td>\n",
       "      <td>0.00349</td>\n",
       "      <td>0.00486</td>\n",
       "      <td>0.01046</td>\n",
       "      <td>0.02719</td>\n",
       "      <td>0.255</td>\n",
       "      <td>0.01483</td>\n",
       "      <td>0.01609</td>\n",
       "      <td>0.02067</td>\n",
       "      <td>0.04450</td>\n",
       "      <td>0.01036</td>\n",
       "      <td>21.028</td>\n",
       "      <td>1</td>\n",
       "      <td>0.536009</td>\n",
       "      <td>0.819032</td>\n",
       "      <td>-4.649573</td>\n",
       "      <td>0.205558</td>\n",
       "      <td>1.986899</td>\n",
       "      <td>0.316700</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>phon_R01_S16_2</td>\n",
       "      <td>109.860</td>\n",
       "      <td>126.358</td>\n",
       "      <td>104.437</td>\n",
       "      <td>0.00874</td>\n",
       "      <td>0.000080</td>\n",
       "      <td>0.00398</td>\n",
       "      <td>0.00539</td>\n",
       "      <td>0.01193</td>\n",
       "      <td>0.03209</td>\n",
       "      <td>0.307</td>\n",
       "      <td>0.01789</td>\n",
       "      <td>0.01992</td>\n",
       "      <td>0.02454</td>\n",
       "      <td>0.05368</td>\n",
       "      <td>0.01180</td>\n",
       "      <td>20.767</td>\n",
       "      <td>1</td>\n",
       "      <td>0.558586</td>\n",
       "      <td>0.811843</td>\n",
       "      <td>-4.333543</td>\n",
       "      <td>0.221727</td>\n",
       "      <td>2.014606</td>\n",
       "      <td>0.344834</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>phon_R01_S16_3</td>\n",
       "      <td>110.417</td>\n",
       "      <td>131.067</td>\n",
       "      <td>103.370</td>\n",
       "      <td>0.00784</td>\n",
       "      <td>0.000070</td>\n",
       "      <td>0.00352</td>\n",
       "      <td>0.00514</td>\n",
       "      <td>0.01056</td>\n",
       "      <td>0.03715</td>\n",
       "      <td>0.334</td>\n",
       "      <td>0.02032</td>\n",
       "      <td>0.02302</td>\n",
       "      <td>0.02802</td>\n",
       "      <td>0.06097</td>\n",
       "      <td>0.00969</td>\n",
       "      <td>21.422</td>\n",
       "      <td>1</td>\n",
       "      <td>0.541781</td>\n",
       "      <td>0.821364</td>\n",
       "      <td>-4.438453</td>\n",
       "      <td>0.238298</td>\n",
       "      <td>1.922940</td>\n",
       "      <td>0.335041</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>phon_R01_S16_4</td>\n",
       "      <td>117.274</td>\n",
       "      <td>129.916</td>\n",
       "      <td>110.402</td>\n",
       "      <td>0.00752</td>\n",
       "      <td>0.000060</td>\n",
       "      <td>0.00299</td>\n",
       "      <td>0.00469</td>\n",
       "      <td>0.00898</td>\n",
       "      <td>0.02293</td>\n",
       "      <td>0.221</td>\n",
       "      <td>0.01189</td>\n",
       "      <td>0.01459</td>\n",
       "      <td>0.01948</td>\n",
       "      <td>0.03568</td>\n",
       "      <td>0.00681</td>\n",
       "      <td>22.817</td>\n",
       "      <td>1</td>\n",
       "      <td>0.530529</td>\n",
       "      <td>0.817756</td>\n",
       "      <td>-4.608260</td>\n",
       "      <td>0.290024</td>\n",
       "      <td>2.021591</td>\n",
       "      <td>0.314464</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>phon_R01_S16_5</td>\n",
       "      <td>116.879</td>\n",
       "      <td>131.897</td>\n",
       "      <td>108.153</td>\n",
       "      <td>0.00788</td>\n",
       "      <td>0.000070</td>\n",
       "      <td>0.00334</td>\n",
       "      <td>0.00493</td>\n",
       "      <td>0.01003</td>\n",
       "      <td>0.02645</td>\n",
       "      <td>0.265</td>\n",
       "      <td>0.01394</td>\n",
       "      <td>0.01625</td>\n",
       "      <td>0.02137</td>\n",
       "      <td>0.04183</td>\n",
       "      <td>0.00786</td>\n",
       "      <td>22.603</td>\n",
       "      <td>1</td>\n",
       "      <td>0.540049</td>\n",
       "      <td>0.813432</td>\n",
       "      <td>-4.476755</td>\n",
       "      <td>0.262633</td>\n",
       "      <td>1.827012</td>\n",
       "      <td>0.326197</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>phon_R01_S16_6</td>\n",
       "      <td>114.847</td>\n",
       "      <td>271.314</td>\n",
       "      <td>104.680</td>\n",
       "      <td>0.00867</td>\n",
       "      <td>0.000080</td>\n",
       "      <td>0.00373</td>\n",
       "      <td>0.00520</td>\n",
       "      <td>0.01120</td>\n",
       "      <td>0.03225</td>\n",
       "      <td>0.350</td>\n",
       "      <td>0.01805</td>\n",
       "      <td>0.01974</td>\n",
       "      <td>0.02519</td>\n",
       "      <td>0.05414</td>\n",
       "      <td>0.01143</td>\n",
       "      <td>21.660</td>\n",
       "      <td>1</td>\n",
       "      <td>0.547975</td>\n",
       "      <td>0.817396</td>\n",
       "      <td>-4.609161</td>\n",
       "      <td>0.221711</td>\n",
       "      <td>1.831691</td>\n",
       "      <td>0.316395</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>phon_R01_S17_1</td>\n",
       "      <td>209.144</td>\n",
       "      <td>237.494</td>\n",
       "      <td>109.379</td>\n",
       "      <td>0.00282</td>\n",
       "      <td>0.000010</td>\n",
       "      <td>0.00147</td>\n",
       "      <td>0.00152</td>\n",
       "      <td>0.00442</td>\n",
       "      <td>0.01861</td>\n",
       "      <td>0.170</td>\n",
       "      <td>0.00975</td>\n",
       "      <td>0.01258</td>\n",
       "      <td>0.01382</td>\n",
       "      <td>0.02925</td>\n",
       "      <td>0.00871</td>\n",
       "      <td>25.554</td>\n",
       "      <td>0</td>\n",
       "      <td>0.341788</td>\n",
       "      <td>0.678874</td>\n",
       "      <td>-7.040508</td>\n",
       "      <td>0.066994</td>\n",
       "      <td>2.460791</td>\n",
       "      <td>0.101516</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>phon_R01_S17_2</td>\n",
       "      <td>223.365</td>\n",
       "      <td>238.987</td>\n",
       "      <td>98.664</td>\n",
       "      <td>0.00264</td>\n",
       "      <td>0.000010</td>\n",
       "      <td>0.00154</td>\n",
       "      <td>0.00151</td>\n",
       "      <td>0.00461</td>\n",
       "      <td>0.01906</td>\n",
       "      <td>0.165</td>\n",
       "      <td>0.01013</td>\n",
       "      <td>0.01296</td>\n",
       "      <td>0.01340</td>\n",
       "      <td>0.03039</td>\n",
       "      <td>0.00301</td>\n",
       "      <td>26.138</td>\n",
       "      <td>0</td>\n",
       "      <td>0.447979</td>\n",
       "      <td>0.686264</td>\n",
       "      <td>-7.293801</td>\n",
       "      <td>0.086372</td>\n",
       "      <td>2.321560</td>\n",
       "      <td>0.098555</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>phon_R01_S17_3</td>\n",
       "      <td>222.236</td>\n",
       "      <td>231.345</td>\n",
       "      <td>205.495</td>\n",
       "      <td>0.00266</td>\n",
       "      <td>0.000010</td>\n",
       "      <td>0.00152</td>\n",
       "      <td>0.00144</td>\n",
       "      <td>0.00457</td>\n",
       "      <td>0.01643</td>\n",
       "      <td>0.145</td>\n",
       "      <td>0.00867</td>\n",
       "      <td>0.01108</td>\n",
       "      <td>0.01200</td>\n",
       "      <td>0.02602</td>\n",
       "      <td>0.00340</td>\n",
       "      <td>25.856</td>\n",
       "      <td>0</td>\n",
       "      <td>0.364867</td>\n",
       "      <td>0.694399</td>\n",
       "      <td>-6.966321</td>\n",
       "      <td>0.095882</td>\n",
       "      <td>2.278687</td>\n",
       "      <td>0.103224</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>phon_R01_S17_4</td>\n",
       "      <td>228.832</td>\n",
       "      <td>234.619</td>\n",
       "      <td>223.634</td>\n",
       "      <td>0.00296</td>\n",
       "      <td>0.000010</td>\n",
       "      <td>0.00175</td>\n",
       "      <td>0.00155</td>\n",
       "      <td>0.00526</td>\n",
       "      <td>0.01644</td>\n",
       "      <td>0.145</td>\n",
       "      <td>0.00882</td>\n",
       "      <td>0.01075</td>\n",
       "      <td>0.01179</td>\n",
       "      <td>0.02647</td>\n",
       "      <td>0.00351</td>\n",
       "      <td>25.964</td>\n",
       "      <td>0</td>\n",
       "      <td>0.256570</td>\n",
       "      <td>0.683296</td>\n",
       "      <td>-7.245620</td>\n",
       "      <td>0.018689</td>\n",
       "      <td>2.498224</td>\n",
       "      <td>0.093534</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>phon_R01_S17_5</td>\n",
       "      <td>229.401</td>\n",
       "      <td>252.221</td>\n",
       "      <td>221.156</td>\n",
       "      <td>0.00205</td>\n",
       "      <td>0.000009</td>\n",
       "      <td>0.00114</td>\n",
       "      <td>0.00113</td>\n",
       "      <td>0.00342</td>\n",
       "      <td>0.01457</td>\n",
       "      <td>0.129</td>\n",
       "      <td>0.00769</td>\n",
       "      <td>0.00957</td>\n",
       "      <td>0.01016</td>\n",
       "      <td>0.02308</td>\n",
       "      <td>0.00300</td>\n",
       "      <td>26.415</td>\n",
       "      <td>0</td>\n",
       "      <td>0.276850</td>\n",
       "      <td>0.673636</td>\n",
       "      <td>-7.496264</td>\n",
       "      <td>0.056844</td>\n",
       "      <td>2.003032</td>\n",
       "      <td>0.073581</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>phon_R01_S17_6</td>\n",
       "      <td>228.969</td>\n",
       "      <td>239.541</td>\n",
       "      <td>113.201</td>\n",
       "      <td>0.00238</td>\n",
       "      <td>0.000010</td>\n",
       "      <td>0.00136</td>\n",
       "      <td>0.00140</td>\n",
       "      <td>0.00408</td>\n",
       "      <td>0.01745</td>\n",
       "      <td>0.154</td>\n",
       "      <td>0.00942</td>\n",
       "      <td>0.01160</td>\n",
       "      <td>0.01234</td>\n",
       "      <td>0.02827</td>\n",
       "      <td>0.00420</td>\n",
       "      <td>24.547</td>\n",
       "      <td>0</td>\n",
       "      <td>0.305429</td>\n",
       "      <td>0.681811</td>\n",
       "      <td>-7.314237</td>\n",
       "      <td>0.006274</td>\n",
       "      <td>2.118596</td>\n",
       "      <td>0.091546</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>phon_R01_S18_1</td>\n",
       "      <td>140.341</td>\n",
       "      <td>159.774</td>\n",
       "      <td>67.021</td>\n",
       "      <td>0.00817</td>\n",
       "      <td>0.000060</td>\n",
       "      <td>0.00430</td>\n",
       "      <td>0.00440</td>\n",
       "      <td>0.01289</td>\n",
       "      <td>0.03198</td>\n",
       "      <td>0.313</td>\n",
       "      <td>0.01830</td>\n",
       "      <td>0.01810</td>\n",
       "      <td>0.02428</td>\n",
       "      <td>0.05490</td>\n",
       "      <td>0.02183</td>\n",
       "      <td>19.560</td>\n",
       "      <td>1</td>\n",
       "      <td>0.460139</td>\n",
       "      <td>0.720908</td>\n",
       "      <td>-5.409423</td>\n",
       "      <td>0.226850</td>\n",
       "      <td>2.359973</td>\n",
       "      <td>0.226156</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>phon_R01_S18_2</td>\n",
       "      <td>136.969</td>\n",
       "      <td>166.607</td>\n",
       "      <td>66.004</td>\n",
       "      <td>0.00923</td>\n",
       "      <td>0.000070</td>\n",
       "      <td>0.00507</td>\n",
       "      <td>0.00463</td>\n",
       "      <td>0.01520</td>\n",
       "      <td>0.03111</td>\n",
       "      <td>0.308</td>\n",
       "      <td>0.01638</td>\n",
       "      <td>0.01759</td>\n",
       "      <td>0.02603</td>\n",
       "      <td>0.04914</td>\n",
       "      <td>0.02659</td>\n",
       "      <td>19.979</td>\n",
       "      <td>1</td>\n",
       "      <td>0.498133</td>\n",
       "      <td>0.729067</td>\n",
       "      <td>-5.324574</td>\n",
       "      <td>0.205660</td>\n",
       "      <td>2.291558</td>\n",
       "      <td>0.226247</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>phon_R01_S18_3</td>\n",
       "      <td>143.533</td>\n",
       "      <td>162.215</td>\n",
       "      <td>65.809</td>\n",
       "      <td>0.01101</td>\n",
       "      <td>0.000080</td>\n",
       "      <td>0.00647</td>\n",
       "      <td>0.00467</td>\n",
       "      <td>0.01941</td>\n",
       "      <td>0.05384</td>\n",
       "      <td>0.478</td>\n",
       "      <td>0.03152</td>\n",
       "      <td>0.02422</td>\n",
       "      <td>0.03392</td>\n",
       "      <td>0.09455</td>\n",
       "      <td>0.04882</td>\n",
       "      <td>20.338</td>\n",
       "      <td>1</td>\n",
       "      <td>0.513237</td>\n",
       "      <td>0.731444</td>\n",
       "      <td>-5.869750</td>\n",
       "      <td>0.151814</td>\n",
       "      <td>2.118496</td>\n",
       "      <td>0.185580</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>phon_R01_S18_4</td>\n",
       "      <td>148.090</td>\n",
       "      <td>162.824</td>\n",
       "      <td>67.343</td>\n",
       "      <td>0.00762</td>\n",
       "      <td>0.000050</td>\n",
       "      <td>0.00467</td>\n",
       "      <td>0.00354</td>\n",
       "      <td>0.01400</td>\n",
       "      <td>0.05428</td>\n",
       "      <td>0.497</td>\n",
       "      <td>0.03357</td>\n",
       "      <td>0.02494</td>\n",
       "      <td>0.03635</td>\n",
       "      <td>0.10070</td>\n",
       "      <td>0.02431</td>\n",
       "      <td>21.718</td>\n",
       "      <td>1</td>\n",
       "      <td>0.487407</td>\n",
       "      <td>0.727313</td>\n",
       "      <td>-6.261141</td>\n",
       "      <td>0.120956</td>\n",
       "      <td>2.137075</td>\n",
       "      <td>0.141958</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>phon_R01_S18_5</td>\n",
       "      <td>142.729</td>\n",
       "      <td>162.408</td>\n",
       "      <td>65.476</td>\n",
       "      <td>0.00831</td>\n",
       "      <td>0.000060</td>\n",
       "      <td>0.00469</td>\n",
       "      <td>0.00419</td>\n",
       "      <td>0.01407</td>\n",
       "      <td>0.03485</td>\n",
       "      <td>0.365</td>\n",
       "      <td>0.01868</td>\n",
       "      <td>0.01906</td>\n",
       "      <td>0.02949</td>\n",
       "      <td>0.05605</td>\n",
       "      <td>0.02599</td>\n",
       "      <td>20.264</td>\n",
       "      <td>1</td>\n",
       "      <td>0.489345</td>\n",
       "      <td>0.730387</td>\n",
       "      <td>-5.720868</td>\n",
       "      <td>0.158830</td>\n",
       "      <td>2.277927</td>\n",
       "      <td>0.180828</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>phon_R01_S18_6</td>\n",
       "      <td>136.358</td>\n",
       "      <td>176.595</td>\n",
       "      <td>65.750</td>\n",
       "      <td>0.00971</td>\n",
       "      <td>0.000070</td>\n",
       "      <td>0.00534</td>\n",
       "      <td>0.00478</td>\n",
       "      <td>0.01601</td>\n",
       "      <td>0.04978</td>\n",
       "      <td>0.483</td>\n",
       "      <td>0.02749</td>\n",
       "      <td>0.02466</td>\n",
       "      <td>0.03736</td>\n",
       "      <td>0.08247</td>\n",
       "      <td>0.03361</td>\n",
       "      <td>18.570</td>\n",
       "      <td>1</td>\n",
       "      <td>0.543299</td>\n",
       "      <td>0.733232</td>\n",
       "      <td>-5.207985</td>\n",
       "      <td>0.224852</td>\n",
       "      <td>2.642276</td>\n",
       "      <td>0.242981</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>phon_R01_S19_1</td>\n",
       "      <td>120.080</td>\n",
       "      <td>139.710</td>\n",
       "      <td>111.208</td>\n",
       "      <td>0.00405</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00180</td>\n",
       "      <td>0.00220</td>\n",
       "      <td>0.00540</td>\n",
       "      <td>0.01706</td>\n",
       "      <td>0.152</td>\n",
       "      <td>0.00974</td>\n",
       "      <td>0.00925</td>\n",
       "      <td>0.01345</td>\n",
       "      <td>0.02921</td>\n",
       "      <td>0.00442</td>\n",
       "      <td>25.742</td>\n",
       "      <td>1</td>\n",
       "      <td>0.495954</td>\n",
       "      <td>0.762959</td>\n",
       "      <td>-5.791820</td>\n",
       "      <td>0.329066</td>\n",
       "      <td>2.205024</td>\n",
       "      <td>0.188180</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>phon_R01_S19_2</td>\n",
       "      <td>112.014</td>\n",
       "      <td>588.518</td>\n",
       "      <td>107.024</td>\n",
       "      <td>0.00533</td>\n",
       "      <td>0.000050</td>\n",
       "      <td>0.00268</td>\n",
       "      <td>0.00329</td>\n",
       "      <td>0.00805</td>\n",
       "      <td>0.02448</td>\n",
       "      <td>0.226</td>\n",
       "      <td>0.01373</td>\n",
       "      <td>0.01375</td>\n",
       "      <td>0.01956</td>\n",
       "      <td>0.04120</td>\n",
       "      <td>0.00623</td>\n",
       "      <td>24.178</td>\n",
       "      <td>1</td>\n",
       "      <td>0.509127</td>\n",
       "      <td>0.789532</td>\n",
       "      <td>-5.389129</td>\n",
       "      <td>0.306636</td>\n",
       "      <td>1.928708</td>\n",
       "      <td>0.225461</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>phon_R01_S19_3</td>\n",
       "      <td>110.793</td>\n",
       "      <td>128.101</td>\n",
       "      <td>107.316</td>\n",
       "      <td>0.00494</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.00260</td>\n",
       "      <td>0.00283</td>\n",
       "      <td>0.00780</td>\n",
       "      <td>0.02442</td>\n",
       "      <td>0.216</td>\n",
       "      <td>0.01432</td>\n",
       "      <td>0.01325</td>\n",
       "      <td>0.01831</td>\n",
       "      <td>0.04295</td>\n",
       "      <td>0.00479</td>\n",
       "      <td>25.438</td>\n",
       "      <td>1</td>\n",
       "      <td>0.437031</td>\n",
       "      <td>0.815908</td>\n",
       "      <td>-5.313360</td>\n",
       "      <td>0.201861</td>\n",
       "      <td>2.225815</td>\n",
       "      <td>0.244512</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>phon_R01_S19_4</td>\n",
       "      <td>110.707</td>\n",
       "      <td>122.611</td>\n",
       "      <td>105.007</td>\n",
       "      <td>0.00516</td>\n",
       "      <td>0.000050</td>\n",
       "      <td>0.00277</td>\n",
       "      <td>0.00289</td>\n",
       "      <td>0.00831</td>\n",
       "      <td>0.02215</td>\n",
       "      <td>0.206</td>\n",
       "      <td>0.01284</td>\n",
       "      <td>0.01219</td>\n",
       "      <td>0.01715</td>\n",
       "      <td>0.03851</td>\n",
       "      <td>0.00472</td>\n",
       "      <td>25.197</td>\n",
       "      <td>1</td>\n",
       "      <td>0.463514</td>\n",
       "      <td>0.807217</td>\n",
       "      <td>-5.477592</td>\n",
       "      <td>0.315074</td>\n",
       "      <td>1.862092</td>\n",
       "      <td>0.228624</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>phon_R01_S19_5</td>\n",
       "      <td>112.876</td>\n",
       "      <td>148.826</td>\n",
       "      <td>106.981</td>\n",
       "      <td>0.00500</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.00270</td>\n",
       "      <td>0.00289</td>\n",
       "      <td>0.00810</td>\n",
       "      <td>0.03999</td>\n",
       "      <td>0.350</td>\n",
       "      <td>0.02413</td>\n",
       "      <td>0.02231</td>\n",
       "      <td>0.02704</td>\n",
       "      <td>0.07238</td>\n",
       "      <td>0.00905</td>\n",
       "      <td>23.370</td>\n",
       "      <td>1</td>\n",
       "      <td>0.489538</td>\n",
       "      <td>0.789977</td>\n",
       "      <td>-5.775966</td>\n",
       "      <td>0.341169</td>\n",
       "      <td>2.007923</td>\n",
       "      <td>0.193918</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>phon_R01_S19_6</td>\n",
       "      <td>110.568</td>\n",
       "      <td>125.394</td>\n",
       "      <td>106.821</td>\n",
       "      <td>0.00462</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.00226</td>\n",
       "      <td>0.00280</td>\n",
       "      <td>0.00677</td>\n",
       "      <td>0.02199</td>\n",
       "      <td>0.197</td>\n",
       "      <td>0.01284</td>\n",
       "      <td>0.01199</td>\n",
       "      <td>0.01636</td>\n",
       "      <td>0.03852</td>\n",
       "      <td>0.00420</td>\n",
       "      <td>25.820</td>\n",
       "      <td>1</td>\n",
       "      <td>0.429484</td>\n",
       "      <td>0.816340</td>\n",
       "      <td>-5.391029</td>\n",
       "      <td>0.250572</td>\n",
       "      <td>1.777901</td>\n",
       "      <td>0.232744</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>phon_R01_S20_1</td>\n",
       "      <td>95.385</td>\n",
       "      <td>102.145</td>\n",
       "      <td>90.264</td>\n",
       "      <td>0.00608</td>\n",
       "      <td>0.000060</td>\n",
       "      <td>0.00331</td>\n",
       "      <td>0.00332</td>\n",
       "      <td>0.00994</td>\n",
       "      <td>0.03202</td>\n",
       "      <td>0.263</td>\n",
       "      <td>0.01803</td>\n",
       "      <td>0.01886</td>\n",
       "      <td>0.02455</td>\n",
       "      <td>0.05408</td>\n",
       "      <td>0.01062</td>\n",
       "      <td>21.875</td>\n",
       "      <td>1</td>\n",
       "      <td>0.644954</td>\n",
       "      <td>0.779612</td>\n",
       "      <td>-5.115212</td>\n",
       "      <td>0.249494</td>\n",
       "      <td>2.017753</td>\n",
       "      <td>0.260015</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>phon_R01_S20_2</td>\n",
       "      <td>100.770</td>\n",
       "      <td>115.697</td>\n",
       "      <td>85.545</td>\n",
       "      <td>0.01038</td>\n",
       "      <td>0.000100</td>\n",
       "      <td>0.00622</td>\n",
       "      <td>0.00576</td>\n",
       "      <td>0.01865</td>\n",
       "      <td>0.03121</td>\n",
       "      <td>0.361</td>\n",
       "      <td>0.01773</td>\n",
       "      <td>0.01783</td>\n",
       "      <td>0.02139</td>\n",
       "      <td>0.05320</td>\n",
       "      <td>0.02220</td>\n",
       "      <td>19.200</td>\n",
       "      <td>1</td>\n",
       "      <td>0.594387</td>\n",
       "      <td>0.790117</td>\n",
       "      <td>-4.913885</td>\n",
       "      <td>0.265699</td>\n",
       "      <td>2.398422</td>\n",
       "      <td>0.277948</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>phon_R01_S20_3</td>\n",
       "      <td>96.106</td>\n",
       "      <td>108.664</td>\n",
       "      <td>84.510</td>\n",
       "      <td>0.00694</td>\n",
       "      <td>0.000070</td>\n",
       "      <td>0.00389</td>\n",
       "      <td>0.00415</td>\n",
       "      <td>0.01168</td>\n",
       "      <td>0.04024</td>\n",
       "      <td>0.364</td>\n",
       "      <td>0.02266</td>\n",
       "      <td>0.02451</td>\n",
       "      <td>0.02876</td>\n",
       "      <td>0.06799</td>\n",
       "      <td>0.01823</td>\n",
       "      <td>19.055</td>\n",
       "      <td>1</td>\n",
       "      <td>0.544805</td>\n",
       "      <td>0.770466</td>\n",
       "      <td>-4.441519</td>\n",
       "      <td>0.155097</td>\n",
       "      <td>2.645959</td>\n",
       "      <td>0.327978</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>phon_R01_S20_4</td>\n",
       "      <td>95.605</td>\n",
       "      <td>107.715</td>\n",
       "      <td>87.549</td>\n",
       "      <td>0.00702</td>\n",
       "      <td>0.000070</td>\n",
       "      <td>0.00428</td>\n",
       "      <td>0.00371</td>\n",
       "      <td>0.01283</td>\n",
       "      <td>0.03156</td>\n",
       "      <td>0.296</td>\n",
       "      <td>0.01792</td>\n",
       "      <td>0.01841</td>\n",
       "      <td>0.02190</td>\n",
       "      <td>0.05377</td>\n",
       "      <td>0.01825</td>\n",
       "      <td>19.659</td>\n",
       "      <td>1</td>\n",
       "      <td>0.576084</td>\n",
       "      <td>0.778747</td>\n",
       "      <td>-5.132032</td>\n",
       "      <td>0.210458</td>\n",
       "      <td>2.232576</td>\n",
       "      <td>0.260633</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>phon_R01_S20_5</td>\n",
       "      <td>100.960</td>\n",
       "      <td>110.019</td>\n",
       "      <td>95.628</td>\n",
       "      <td>0.00606</td>\n",
       "      <td>0.000060</td>\n",
       "      <td>0.00351</td>\n",
       "      <td>0.00348</td>\n",
       "      <td>0.01053</td>\n",
       "      <td>0.02427</td>\n",
       "      <td>0.216</td>\n",
       "      <td>0.01371</td>\n",
       "      <td>0.01421</td>\n",
       "      <td>0.01751</td>\n",
       "      <td>0.04114</td>\n",
       "      <td>0.01237</td>\n",
       "      <td>20.536</td>\n",
       "      <td>1</td>\n",
       "      <td>0.554610</td>\n",
       "      <td>0.787896</td>\n",
       "      <td>-5.022288</td>\n",
       "      <td>0.146948</td>\n",
       "      <td>2.428306</td>\n",
       "      <td>0.264666</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>phon_R01_S20_6</td>\n",
       "      <td>98.804</td>\n",
       "      <td>102.305</td>\n",
       "      <td>87.804</td>\n",
       "      <td>0.00432</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.00247</td>\n",
       "      <td>0.00258</td>\n",
       "      <td>0.00742</td>\n",
       "      <td>0.02223</td>\n",
       "      <td>0.202</td>\n",
       "      <td>0.01277</td>\n",
       "      <td>0.01343</td>\n",
       "      <td>0.01552</td>\n",
       "      <td>0.03831</td>\n",
       "      <td>0.00882</td>\n",
       "      <td>22.244</td>\n",
       "      <td>1</td>\n",
       "      <td>0.576644</td>\n",
       "      <td>0.772416</td>\n",
       "      <td>-6.025367</td>\n",
       "      <td>0.078202</td>\n",
       "      <td>2.053601</td>\n",
       "      <td>0.177275</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>phon_R01_S21_1</td>\n",
       "      <td>176.858</td>\n",
       "      <td>205.560</td>\n",
       "      <td>75.344</td>\n",
       "      <td>0.00747</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.00418</td>\n",
       "      <td>0.00420</td>\n",
       "      <td>0.01254</td>\n",
       "      <td>0.04795</td>\n",
       "      <td>0.435</td>\n",
       "      <td>0.02679</td>\n",
       "      <td>0.03022</td>\n",
       "      <td>0.03510</td>\n",
       "      <td>0.08037</td>\n",
       "      <td>0.05470</td>\n",
       "      <td>13.893</td>\n",
       "      <td>1</td>\n",
       "      <td>0.556494</td>\n",
       "      <td>0.729586</td>\n",
       "      <td>-5.288912</td>\n",
       "      <td>0.343073</td>\n",
       "      <td>3.099301</td>\n",
       "      <td>0.242119</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>phon_R01_S21_2</td>\n",
       "      <td>180.978</td>\n",
       "      <td>200.125</td>\n",
       "      <td>155.495</td>\n",
       "      <td>0.00406</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.00220</td>\n",
       "      <td>0.00244</td>\n",
       "      <td>0.00659</td>\n",
       "      <td>0.03852</td>\n",
       "      <td>0.331</td>\n",
       "      <td>0.02107</td>\n",
       "      <td>0.02493</td>\n",
       "      <td>0.02877</td>\n",
       "      <td>0.06321</td>\n",
       "      <td>0.02782</td>\n",
       "      <td>16.176</td>\n",
       "      <td>1</td>\n",
       "      <td>0.583574</td>\n",
       "      <td>0.727747</td>\n",
       "      <td>-5.657899</td>\n",
       "      <td>0.315903</td>\n",
       "      <td>3.098256</td>\n",
       "      <td>0.200423</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>phon_R01_S21_3</td>\n",
       "      <td>178.222</td>\n",
       "      <td>202.450</td>\n",
       "      <td>141.047</td>\n",
       "      <td>0.00321</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.00163</td>\n",
       "      <td>0.00194</td>\n",
       "      <td>0.00488</td>\n",
       "      <td>0.03759</td>\n",
       "      <td>0.327</td>\n",
       "      <td>0.02073</td>\n",
       "      <td>0.02415</td>\n",
       "      <td>0.02784</td>\n",
       "      <td>0.06219</td>\n",
       "      <td>0.03151</td>\n",
       "      <td>15.924</td>\n",
       "      <td>1</td>\n",
       "      <td>0.598714</td>\n",
       "      <td>0.712199</td>\n",
       "      <td>-6.366916</td>\n",
       "      <td>0.335753</td>\n",
       "      <td>2.654271</td>\n",
       "      <td>0.144614</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>phon_R01_S21_4</td>\n",
       "      <td>176.281</td>\n",
       "      <td>227.381</td>\n",
       "      <td>125.610</td>\n",
       "      <td>0.00520</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00287</td>\n",
       "      <td>0.00312</td>\n",
       "      <td>0.00862</td>\n",
       "      <td>0.06511</td>\n",
       "      <td>0.580</td>\n",
       "      <td>0.03671</td>\n",
       "      <td>0.04159</td>\n",
       "      <td>0.04683</td>\n",
       "      <td>0.11012</td>\n",
       "      <td>0.04824</td>\n",
       "      <td>13.922</td>\n",
       "      <td>1</td>\n",
       "      <td>0.602874</td>\n",
       "      <td>0.740837</td>\n",
       "      <td>-5.515071</td>\n",
       "      <td>0.299549</td>\n",
       "      <td>3.136550</td>\n",
       "      <td>0.220968</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>phon_R01_S21_5</td>\n",
       "      <td>173.898</td>\n",
       "      <td>211.350</td>\n",
       "      <td>74.677</td>\n",
       "      <td>0.00448</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00237</td>\n",
       "      <td>0.00254</td>\n",
       "      <td>0.00710</td>\n",
       "      <td>0.06727</td>\n",
       "      <td>0.650</td>\n",
       "      <td>0.03788</td>\n",
       "      <td>0.04254</td>\n",
       "      <td>0.04802</td>\n",
       "      <td>0.11363</td>\n",
       "      <td>0.04214</td>\n",
       "      <td>14.739</td>\n",
       "      <td>1</td>\n",
       "      <td>0.599371</td>\n",
       "      <td>0.743937</td>\n",
       "      <td>-5.783272</td>\n",
       "      <td>0.299793</td>\n",
       "      <td>3.007096</td>\n",
       "      <td>0.194052</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>phon_R01_S21_6</td>\n",
       "      <td>179.711</td>\n",
       "      <td>225.930</td>\n",
       "      <td>144.878</td>\n",
       "      <td>0.00709</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.00391</td>\n",
       "      <td>0.00419</td>\n",
       "      <td>0.01172</td>\n",
       "      <td>0.04313</td>\n",
       "      <td>0.442</td>\n",
       "      <td>0.02297</td>\n",
       "      <td>0.02768</td>\n",
       "      <td>0.03455</td>\n",
       "      <td>0.06892</td>\n",
       "      <td>0.07223</td>\n",
       "      <td>11.866</td>\n",
       "      <td>1</td>\n",
       "      <td>0.590951</td>\n",
       "      <td>0.745526</td>\n",
       "      <td>-4.379411</td>\n",
       "      <td>0.375531</td>\n",
       "      <td>3.671155</td>\n",
       "      <td>0.332086</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>phon_R01_S21_7</td>\n",
       "      <td>166.605</td>\n",
       "      <td>206.008</td>\n",
       "      <td>78.032</td>\n",
       "      <td>0.00742</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.00387</td>\n",
       "      <td>0.00453</td>\n",
       "      <td>0.01161</td>\n",
       "      <td>0.06640</td>\n",
       "      <td>0.634</td>\n",
       "      <td>0.03650</td>\n",
       "      <td>0.04282</td>\n",
       "      <td>0.05114</td>\n",
       "      <td>0.10949</td>\n",
       "      <td>0.08725</td>\n",
       "      <td>11.744</td>\n",
       "      <td>1</td>\n",
       "      <td>0.653410</td>\n",
       "      <td>0.733165</td>\n",
       "      <td>-4.508984</td>\n",
       "      <td>0.389232</td>\n",
       "      <td>3.317586</td>\n",
       "      <td>0.301952</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>phon_R01_S22_1</td>\n",
       "      <td>151.955</td>\n",
       "      <td>163.335</td>\n",
       "      <td>147.226</td>\n",
       "      <td>0.00419</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00224</td>\n",
       "      <td>0.00227</td>\n",
       "      <td>0.00672</td>\n",
       "      <td>0.07959</td>\n",
       "      <td>0.772</td>\n",
       "      <td>0.04421</td>\n",
       "      <td>0.04962</td>\n",
       "      <td>0.05690</td>\n",
       "      <td>0.13262</td>\n",
       "      <td>0.01658</td>\n",
       "      <td>19.664</td>\n",
       "      <td>1</td>\n",
       "      <td>0.501037</td>\n",
       "      <td>0.714360</td>\n",
       "      <td>-6.411497</td>\n",
       "      <td>0.207156</td>\n",
       "      <td>2.344876</td>\n",
       "      <td>0.134120</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>phon_R01_S22_2</td>\n",
       "      <td>148.272</td>\n",
       "      <td>164.989</td>\n",
       "      <td>142.299</td>\n",
       "      <td>0.00459</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00250</td>\n",
       "      <td>0.00256</td>\n",
       "      <td>0.00750</td>\n",
       "      <td>0.04190</td>\n",
       "      <td>0.383</td>\n",
       "      <td>0.02383</td>\n",
       "      <td>0.02521</td>\n",
       "      <td>0.03051</td>\n",
       "      <td>0.07150</td>\n",
       "      <td>0.01914</td>\n",
       "      <td>18.780</td>\n",
       "      <td>1</td>\n",
       "      <td>0.454444</td>\n",
       "      <td>0.734504</td>\n",
       "      <td>-5.952058</td>\n",
       "      <td>0.087840</td>\n",
       "      <td>2.344336</td>\n",
       "      <td>0.186489</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>phon_R01_S22_3</td>\n",
       "      <td>152.125</td>\n",
       "      <td>161.469</td>\n",
       "      <td>76.596</td>\n",
       "      <td>0.00382</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00191</td>\n",
       "      <td>0.00226</td>\n",
       "      <td>0.00574</td>\n",
       "      <td>0.05925</td>\n",
       "      <td>0.637</td>\n",
       "      <td>0.03341</td>\n",
       "      <td>0.03794</td>\n",
       "      <td>0.04398</td>\n",
       "      <td>0.10024</td>\n",
       "      <td>0.01211</td>\n",
       "      <td>20.969</td>\n",
       "      <td>1</td>\n",
       "      <td>0.447456</td>\n",
       "      <td>0.697790</td>\n",
       "      <td>-6.152551</td>\n",
       "      <td>0.173520</td>\n",
       "      <td>2.080121</td>\n",
       "      <td>0.160809</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>phon_R01_S22_4</td>\n",
       "      <td>157.821</td>\n",
       "      <td>172.975</td>\n",
       "      <td>68.401</td>\n",
       "      <td>0.00358</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.00196</td>\n",
       "      <td>0.00196</td>\n",
       "      <td>0.00587</td>\n",
       "      <td>0.03716</td>\n",
       "      <td>0.307</td>\n",
       "      <td>0.02062</td>\n",
       "      <td>0.02321</td>\n",
       "      <td>0.02764</td>\n",
       "      <td>0.06185</td>\n",
       "      <td>0.00850</td>\n",
       "      <td>22.219</td>\n",
       "      <td>1</td>\n",
       "      <td>0.502380</td>\n",
       "      <td>0.712170</td>\n",
       "      <td>-6.251425</td>\n",
       "      <td>0.188056</td>\n",
       "      <td>2.143851</td>\n",
       "      <td>0.160812</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>phon_R01_S22_5</td>\n",
       "      <td>157.447</td>\n",
       "      <td>163.267</td>\n",
       "      <td>149.605</td>\n",
       "      <td>0.00369</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.00201</td>\n",
       "      <td>0.00197</td>\n",
       "      <td>0.00602</td>\n",
       "      <td>0.03272</td>\n",
       "      <td>0.283</td>\n",
       "      <td>0.01813</td>\n",
       "      <td>0.01909</td>\n",
       "      <td>0.02571</td>\n",
       "      <td>0.05439</td>\n",
       "      <td>0.01018</td>\n",
       "      <td>21.693</td>\n",
       "      <td>1</td>\n",
       "      <td>0.447285</td>\n",
       "      <td>0.705658</td>\n",
       "      <td>-6.247076</td>\n",
       "      <td>0.180528</td>\n",
       "      <td>2.344348</td>\n",
       "      <td>0.164916</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>phon_R01_S22_6</td>\n",
       "      <td>159.116</td>\n",
       "      <td>168.913</td>\n",
       "      <td>144.811</td>\n",
       "      <td>0.00342</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.00178</td>\n",
       "      <td>0.00184</td>\n",
       "      <td>0.00535</td>\n",
       "      <td>0.03381</td>\n",
       "      <td>0.307</td>\n",
       "      <td>0.01806</td>\n",
       "      <td>0.02024</td>\n",
       "      <td>0.02809</td>\n",
       "      <td>0.05417</td>\n",
       "      <td>0.00852</td>\n",
       "      <td>22.663</td>\n",
       "      <td>1</td>\n",
       "      <td>0.366329</td>\n",
       "      <td>0.693429</td>\n",
       "      <td>-6.417440</td>\n",
       "      <td>0.194627</td>\n",
       "      <td>2.473239</td>\n",
       "      <td>0.151709</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>phon_R01_S24_1</td>\n",
       "      <td>125.036</td>\n",
       "      <td>143.946</td>\n",
       "      <td>116.187</td>\n",
       "      <td>0.01280</td>\n",
       "      <td>0.000100</td>\n",
       "      <td>0.00743</td>\n",
       "      <td>0.00623</td>\n",
       "      <td>0.02228</td>\n",
       "      <td>0.03886</td>\n",
       "      <td>0.342</td>\n",
       "      <td>0.02135</td>\n",
       "      <td>0.02174</td>\n",
       "      <td>0.03088</td>\n",
       "      <td>0.06406</td>\n",
       "      <td>0.08151</td>\n",
       "      <td>15.338</td>\n",
       "      <td>1</td>\n",
       "      <td>0.629574</td>\n",
       "      <td>0.714485</td>\n",
       "      <td>-4.020042</td>\n",
       "      <td>0.265315</td>\n",
       "      <td>2.671825</td>\n",
       "      <td>0.340623</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>phon_R01_S24_2</td>\n",
       "      <td>125.791</td>\n",
       "      <td>140.557</td>\n",
       "      <td>96.206</td>\n",
       "      <td>0.01378</td>\n",
       "      <td>0.000110</td>\n",
       "      <td>0.00826</td>\n",
       "      <td>0.00655</td>\n",
       "      <td>0.02478</td>\n",
       "      <td>0.04689</td>\n",
       "      <td>0.422</td>\n",
       "      <td>0.02542</td>\n",
       "      <td>0.02630</td>\n",
       "      <td>0.03908</td>\n",
       "      <td>0.07625</td>\n",
       "      <td>0.10323</td>\n",
       "      <td>15.433</td>\n",
       "      <td>1</td>\n",
       "      <td>0.571010</td>\n",
       "      <td>0.690892</td>\n",
       "      <td>-5.159169</td>\n",
       "      <td>0.202146</td>\n",
       "      <td>2.441612</td>\n",
       "      <td>0.260375</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>phon_R01_S24_3</td>\n",
       "      <td>126.512</td>\n",
       "      <td>141.756</td>\n",
       "      <td>99.770</td>\n",
       "      <td>0.01936</td>\n",
       "      <td>0.000150</td>\n",
       "      <td>0.01159</td>\n",
       "      <td>0.00990</td>\n",
       "      <td>0.03476</td>\n",
       "      <td>0.06734</td>\n",
       "      <td>0.659</td>\n",
       "      <td>0.03611</td>\n",
       "      <td>0.03963</td>\n",
       "      <td>0.05783</td>\n",
       "      <td>0.10833</td>\n",
       "      <td>0.16744</td>\n",
       "      <td>12.435</td>\n",
       "      <td>1</td>\n",
       "      <td>0.638545</td>\n",
       "      <td>0.674953</td>\n",
       "      <td>-3.760348</td>\n",
       "      <td>0.242861</td>\n",
       "      <td>2.634633</td>\n",
       "      <td>0.378483</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>phon_R01_S24_4</td>\n",
       "      <td>125.641</td>\n",
       "      <td>141.068</td>\n",
       "      <td>116.346</td>\n",
       "      <td>0.03316</td>\n",
       "      <td>0.000260</td>\n",
       "      <td>0.02144</td>\n",
       "      <td>0.01522</td>\n",
       "      <td>0.06433</td>\n",
       "      <td>0.09178</td>\n",
       "      <td>0.891</td>\n",
       "      <td>0.05358</td>\n",
       "      <td>0.04791</td>\n",
       "      <td>0.06196</td>\n",
       "      <td>0.16074</td>\n",
       "      <td>0.31482</td>\n",
       "      <td>8.867</td>\n",
       "      <td>1</td>\n",
       "      <td>0.671299</td>\n",
       "      <td>0.656846</td>\n",
       "      <td>-3.700544</td>\n",
       "      <td>0.260481</td>\n",
       "      <td>2.991063</td>\n",
       "      <td>0.370961</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>phon_R01_S24_5</td>\n",
       "      <td>128.451</td>\n",
       "      <td>150.449</td>\n",
       "      <td>75.632</td>\n",
       "      <td>0.01551</td>\n",
       "      <td>0.000120</td>\n",
       "      <td>0.00905</td>\n",
       "      <td>0.00909</td>\n",
       "      <td>0.02716</td>\n",
       "      <td>0.06170</td>\n",
       "      <td>0.584</td>\n",
       "      <td>0.03223</td>\n",
       "      <td>0.03672</td>\n",
       "      <td>0.05174</td>\n",
       "      <td>0.09669</td>\n",
       "      <td>0.11843</td>\n",
       "      <td>15.060</td>\n",
       "      <td>1</td>\n",
       "      <td>0.639808</td>\n",
       "      <td>0.643327</td>\n",
       "      <td>-4.202730</td>\n",
       "      <td>0.310163</td>\n",
       "      <td>2.638279</td>\n",
       "      <td>0.356881</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>phon_R01_S24_6</td>\n",
       "      <td>139.224</td>\n",
       "      <td>586.567</td>\n",
       "      <td>66.157</td>\n",
       "      <td>0.03011</td>\n",
       "      <td>0.000220</td>\n",
       "      <td>0.01854</td>\n",
       "      <td>0.01628</td>\n",
       "      <td>0.05563</td>\n",
       "      <td>0.09419</td>\n",
       "      <td>0.930</td>\n",
       "      <td>0.05551</td>\n",
       "      <td>0.05005</td>\n",
       "      <td>0.06023</td>\n",
       "      <td>0.16654</td>\n",
       "      <td>0.25930</td>\n",
       "      <td>10.489</td>\n",
       "      <td>1</td>\n",
       "      <td>0.596362</td>\n",
       "      <td>0.641418</td>\n",
       "      <td>-3.269487</td>\n",
       "      <td>0.270641</td>\n",
       "      <td>2.690917</td>\n",
       "      <td>0.444774</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>phon_R01_S25_1</td>\n",
       "      <td>150.258</td>\n",
       "      <td>154.609</td>\n",
       "      <td>75.349</td>\n",
       "      <td>0.00248</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.00105</td>\n",
       "      <td>0.00136</td>\n",
       "      <td>0.00315</td>\n",
       "      <td>0.01131</td>\n",
       "      <td>0.107</td>\n",
       "      <td>0.00522</td>\n",
       "      <td>0.00659</td>\n",
       "      <td>0.01009</td>\n",
       "      <td>0.01567</td>\n",
       "      <td>0.00495</td>\n",
       "      <td>26.759</td>\n",
       "      <td>1</td>\n",
       "      <td>0.296888</td>\n",
       "      <td>0.722356</td>\n",
       "      <td>-6.878393</td>\n",
       "      <td>0.089267</td>\n",
       "      <td>2.004055</td>\n",
       "      <td>0.113942</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>phon_R01_S25_2</td>\n",
       "      <td>154.003</td>\n",
       "      <td>160.267</td>\n",
       "      <td>128.621</td>\n",
       "      <td>0.00183</td>\n",
       "      <td>0.000010</td>\n",
       "      <td>0.00076</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00229</td>\n",
       "      <td>0.01030</td>\n",
       "      <td>0.094</td>\n",
       "      <td>0.00469</td>\n",
       "      <td>0.00582</td>\n",
       "      <td>0.00871</td>\n",
       "      <td>0.01406</td>\n",
       "      <td>0.00243</td>\n",
       "      <td>28.409</td>\n",
       "      <td>1</td>\n",
       "      <td>0.263654</td>\n",
       "      <td>0.691483</td>\n",
       "      <td>-7.111576</td>\n",
       "      <td>0.144780</td>\n",
       "      <td>2.065477</td>\n",
       "      <td>0.093193</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>phon_R01_S25_3</td>\n",
       "      <td>149.689</td>\n",
       "      <td>160.368</td>\n",
       "      <td>133.608</td>\n",
       "      <td>0.00257</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.00116</td>\n",
       "      <td>0.00134</td>\n",
       "      <td>0.00349</td>\n",
       "      <td>0.01346</td>\n",
       "      <td>0.126</td>\n",
       "      <td>0.00660</td>\n",
       "      <td>0.00818</td>\n",
       "      <td>0.01059</td>\n",
       "      <td>0.01979</td>\n",
       "      <td>0.00578</td>\n",
       "      <td>27.421</td>\n",
       "      <td>1</td>\n",
       "      <td>0.365488</td>\n",
       "      <td>0.719974</td>\n",
       "      <td>-6.997403</td>\n",
       "      <td>0.210279</td>\n",
       "      <td>1.994387</td>\n",
       "      <td>0.112878</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>phon_R01_S25_4</td>\n",
       "      <td>155.078</td>\n",
       "      <td>163.736</td>\n",
       "      <td>144.148</td>\n",
       "      <td>0.00168</td>\n",
       "      <td>0.000010</td>\n",
       "      <td>0.00068</td>\n",
       "      <td>0.00092</td>\n",
       "      <td>0.00204</td>\n",
       "      <td>0.01064</td>\n",
       "      <td>0.097</td>\n",
       "      <td>0.00522</td>\n",
       "      <td>0.00632</td>\n",
       "      <td>0.00928</td>\n",
       "      <td>0.01567</td>\n",
       "      <td>0.00233</td>\n",
       "      <td>29.746</td>\n",
       "      <td>1</td>\n",
       "      <td>0.334171</td>\n",
       "      <td>0.677930</td>\n",
       "      <td>-6.981201</td>\n",
       "      <td>0.184550</td>\n",
       "      <td>2.129924</td>\n",
       "      <td>0.106802</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>phon_R01_S25_5</td>\n",
       "      <td>151.884</td>\n",
       "      <td>157.765</td>\n",
       "      <td>133.751</td>\n",
       "      <td>0.00258</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.00115</td>\n",
       "      <td>0.00122</td>\n",
       "      <td>0.00346</td>\n",
       "      <td>0.01450</td>\n",
       "      <td>0.137</td>\n",
       "      <td>0.00633</td>\n",
       "      <td>0.00788</td>\n",
       "      <td>0.01267</td>\n",
       "      <td>0.01898</td>\n",
       "      <td>0.00659</td>\n",
       "      <td>26.833</td>\n",
       "      <td>1</td>\n",
       "      <td>0.393563</td>\n",
       "      <td>0.700246</td>\n",
       "      <td>-6.600023</td>\n",
       "      <td>0.249172</td>\n",
       "      <td>2.499148</td>\n",
       "      <td>0.105306</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>phon_R01_S25_6</td>\n",
       "      <td>151.989</td>\n",
       "      <td>157.339</td>\n",
       "      <td>132.857</td>\n",
       "      <td>0.00174</td>\n",
       "      <td>0.000010</td>\n",
       "      <td>0.00075</td>\n",
       "      <td>0.00096</td>\n",
       "      <td>0.00225</td>\n",
       "      <td>0.01024</td>\n",
       "      <td>0.093</td>\n",
       "      <td>0.00455</td>\n",
       "      <td>0.00576</td>\n",
       "      <td>0.00993</td>\n",
       "      <td>0.01364</td>\n",
       "      <td>0.00238</td>\n",
       "      <td>29.928</td>\n",
       "      <td>1</td>\n",
       "      <td>0.311369</td>\n",
       "      <td>0.676066</td>\n",
       "      <td>-6.739151</td>\n",
       "      <td>0.160686</td>\n",
       "      <td>2.296873</td>\n",
       "      <td>0.115130</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>phon_R01_S26_1</td>\n",
       "      <td>193.030</td>\n",
       "      <td>208.900</td>\n",
       "      <td>80.297</td>\n",
       "      <td>0.00766</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.00450</td>\n",
       "      <td>0.00389</td>\n",
       "      <td>0.01351</td>\n",
       "      <td>0.03044</td>\n",
       "      <td>0.275</td>\n",
       "      <td>0.01771</td>\n",
       "      <td>0.01815</td>\n",
       "      <td>0.02084</td>\n",
       "      <td>0.05312</td>\n",
       "      <td>0.00947</td>\n",
       "      <td>21.934</td>\n",
       "      <td>1</td>\n",
       "      <td>0.497554</td>\n",
       "      <td>0.740539</td>\n",
       "      <td>-5.845099</td>\n",
       "      <td>0.278679</td>\n",
       "      <td>2.608749</td>\n",
       "      <td>0.185668</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>110</th>\n",
       "      <td>phon_R01_S26_2</td>\n",
       "      <td>200.714</td>\n",
       "      <td>223.982</td>\n",
       "      <td>89.686</td>\n",
       "      <td>0.00621</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00371</td>\n",
       "      <td>0.00337</td>\n",
       "      <td>0.01112</td>\n",
       "      <td>0.02286</td>\n",
       "      <td>0.207</td>\n",
       "      <td>0.01192</td>\n",
       "      <td>0.01439</td>\n",
       "      <td>0.01852</td>\n",
       "      <td>0.03576</td>\n",
       "      <td>0.00704</td>\n",
       "      <td>23.239</td>\n",
       "      <td>1</td>\n",
       "      <td>0.436084</td>\n",
       "      <td>0.727863</td>\n",
       "      <td>-5.258320</td>\n",
       "      <td>0.256454</td>\n",
       "      <td>2.550961</td>\n",
       "      <td>0.232520</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>phon_R01_S26_3</td>\n",
       "      <td>208.519</td>\n",
       "      <td>220.315</td>\n",
       "      <td>199.020</td>\n",
       "      <td>0.00609</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00368</td>\n",
       "      <td>0.00339</td>\n",
       "      <td>0.01105</td>\n",
       "      <td>0.01761</td>\n",
       "      <td>0.155</td>\n",
       "      <td>0.00952</td>\n",
       "      <td>0.01058</td>\n",
       "      <td>0.01307</td>\n",
       "      <td>0.02855</td>\n",
       "      <td>0.00830</td>\n",
       "      <td>22.407</td>\n",
       "      <td>1</td>\n",
       "      <td>0.338097</td>\n",
       "      <td>0.712466</td>\n",
       "      <td>-6.471427</td>\n",
       "      <td>0.184378</td>\n",
       "      <td>2.502336</td>\n",
       "      <td>0.136390</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>phon_R01_S26_4</td>\n",
       "      <td>204.664</td>\n",
       "      <td>221.300</td>\n",
       "      <td>189.621</td>\n",
       "      <td>0.00841</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.00502</td>\n",
       "      <td>0.00485</td>\n",
       "      <td>0.01506</td>\n",
       "      <td>0.02378</td>\n",
       "      <td>0.210</td>\n",
       "      <td>0.01277</td>\n",
       "      <td>0.01483</td>\n",
       "      <td>0.01767</td>\n",
       "      <td>0.03831</td>\n",
       "      <td>0.01316</td>\n",
       "      <td>21.305</td>\n",
       "      <td>1</td>\n",
       "      <td>0.498877</td>\n",
       "      <td>0.722085</td>\n",
       "      <td>-4.876336</td>\n",
       "      <td>0.212054</td>\n",
       "      <td>2.376749</td>\n",
       "      <td>0.268144</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>phon_R01_S26_5</td>\n",
       "      <td>210.141</td>\n",
       "      <td>232.706</td>\n",
       "      <td>185.258</td>\n",
       "      <td>0.00534</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00321</td>\n",
       "      <td>0.00280</td>\n",
       "      <td>0.00964</td>\n",
       "      <td>0.01680</td>\n",
       "      <td>0.149</td>\n",
       "      <td>0.00861</td>\n",
       "      <td>0.01017</td>\n",
       "      <td>0.01301</td>\n",
       "      <td>0.02583</td>\n",
       "      <td>0.00620</td>\n",
       "      <td>23.671</td>\n",
       "      <td>1</td>\n",
       "      <td>0.441097</td>\n",
       "      <td>0.722254</td>\n",
       "      <td>-5.963040</td>\n",
       "      <td>0.250283</td>\n",
       "      <td>2.489191</td>\n",
       "      <td>0.177807</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>phon_R01_S26_6</td>\n",
       "      <td>206.327</td>\n",
       "      <td>226.355</td>\n",
       "      <td>92.020</td>\n",
       "      <td>0.00495</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.00302</td>\n",
       "      <td>0.00246</td>\n",
       "      <td>0.00905</td>\n",
       "      <td>0.02105</td>\n",
       "      <td>0.209</td>\n",
       "      <td>0.01107</td>\n",
       "      <td>0.01284</td>\n",
       "      <td>0.01604</td>\n",
       "      <td>0.03320</td>\n",
       "      <td>0.01048</td>\n",
       "      <td>21.864</td>\n",
       "      <td>1</td>\n",
       "      <td>0.331508</td>\n",
       "      <td>0.715121</td>\n",
       "      <td>-6.729713</td>\n",
       "      <td>0.181701</td>\n",
       "      <td>2.938114</td>\n",
       "      <td>0.115515</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>115</th>\n",
       "      <td>phon_R01_S27_1</td>\n",
       "      <td>151.872</td>\n",
       "      <td>492.892</td>\n",
       "      <td>69.085</td>\n",
       "      <td>0.00856</td>\n",
       "      <td>0.000060</td>\n",
       "      <td>0.00404</td>\n",
       "      <td>0.00385</td>\n",
       "      <td>0.01211</td>\n",
       "      <td>0.01843</td>\n",
       "      <td>0.235</td>\n",
       "      <td>0.00796</td>\n",
       "      <td>0.00832</td>\n",
       "      <td>0.01271</td>\n",
       "      <td>0.02389</td>\n",
       "      <td>0.06051</td>\n",
       "      <td>23.693</td>\n",
       "      <td>1</td>\n",
       "      <td>0.407701</td>\n",
       "      <td>0.662668</td>\n",
       "      <td>-4.673241</td>\n",
       "      <td>0.261549</td>\n",
       "      <td>2.702355</td>\n",
       "      <td>0.274407</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>116</th>\n",
       "      <td>phon_R01_S27_2</td>\n",
       "      <td>158.219</td>\n",
       "      <td>442.557</td>\n",
       "      <td>71.948</td>\n",
       "      <td>0.00476</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00214</td>\n",
       "      <td>0.00207</td>\n",
       "      <td>0.00642</td>\n",
       "      <td>0.01458</td>\n",
       "      <td>0.148</td>\n",
       "      <td>0.00606</td>\n",
       "      <td>0.00747</td>\n",
       "      <td>0.01312</td>\n",
       "      <td>0.01818</td>\n",
       "      <td>0.01554</td>\n",
       "      <td>26.356</td>\n",
       "      <td>1</td>\n",
       "      <td>0.450798</td>\n",
       "      <td>0.653823</td>\n",
       "      <td>-6.051233</td>\n",
       "      <td>0.273280</td>\n",
       "      <td>2.640798</td>\n",
       "      <td>0.170106</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117</th>\n",
       "      <td>phon_R01_S27_3</td>\n",
       "      <td>170.756</td>\n",
       "      <td>450.247</td>\n",
       "      <td>79.032</td>\n",
       "      <td>0.00555</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00244</td>\n",
       "      <td>0.00261</td>\n",
       "      <td>0.00731</td>\n",
       "      <td>0.01725</td>\n",
       "      <td>0.175</td>\n",
       "      <td>0.00757</td>\n",
       "      <td>0.00971</td>\n",
       "      <td>0.01652</td>\n",
       "      <td>0.02270</td>\n",
       "      <td>0.01802</td>\n",
       "      <td>25.690</td>\n",
       "      <td>1</td>\n",
       "      <td>0.486738</td>\n",
       "      <td>0.676023</td>\n",
       "      <td>-4.597834</td>\n",
       "      <td>0.372114</td>\n",
       "      <td>2.975889</td>\n",
       "      <td>0.282780</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>118</th>\n",
       "      <td>phon_R01_S27_4</td>\n",
       "      <td>178.285</td>\n",
       "      <td>442.824</td>\n",
       "      <td>82.063</td>\n",
       "      <td>0.00462</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00157</td>\n",
       "      <td>0.00194</td>\n",
       "      <td>0.00472</td>\n",
       "      <td>0.01279</td>\n",
       "      <td>0.129</td>\n",
       "      <td>0.00617</td>\n",
       "      <td>0.00744</td>\n",
       "      <td>0.01151</td>\n",
       "      <td>0.01851</td>\n",
       "      <td>0.00856</td>\n",
       "      <td>25.020</td>\n",
       "      <td>1</td>\n",
       "      <td>0.470422</td>\n",
       "      <td>0.655239</td>\n",
       "      <td>-4.913137</td>\n",
       "      <td>0.393056</td>\n",
       "      <td>2.816781</td>\n",
       "      <td>0.251972</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>119</th>\n",
       "      <td>phon_R01_S27_5</td>\n",
       "      <td>217.116</td>\n",
       "      <td>233.481</td>\n",
       "      <td>93.978</td>\n",
       "      <td>0.00404</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.00127</td>\n",
       "      <td>0.00128</td>\n",
       "      <td>0.00381</td>\n",
       "      <td>0.01299</td>\n",
       "      <td>0.124</td>\n",
       "      <td>0.00679</td>\n",
       "      <td>0.00631</td>\n",
       "      <td>0.01075</td>\n",
       "      <td>0.02038</td>\n",
       "      <td>0.00681</td>\n",
       "      <td>24.581</td>\n",
       "      <td>1</td>\n",
       "      <td>0.462516</td>\n",
       "      <td>0.582710</td>\n",
       "      <td>-5.517173</td>\n",
       "      <td>0.389295</td>\n",
       "      <td>2.925862</td>\n",
       "      <td>0.220657</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>120</th>\n",
       "      <td>phon_R01_S27_6</td>\n",
       "      <td>128.940</td>\n",
       "      <td>479.697</td>\n",
       "      <td>88.251</td>\n",
       "      <td>0.00581</td>\n",
       "      <td>0.000050</td>\n",
       "      <td>0.00241</td>\n",
       "      <td>0.00314</td>\n",
       "      <td>0.00723</td>\n",
       "      <td>0.02008</td>\n",
       "      <td>0.221</td>\n",
       "      <td>0.00849</td>\n",
       "      <td>0.01117</td>\n",
       "      <td>0.01734</td>\n",
       "      <td>0.02548</td>\n",
       "      <td>0.02350</td>\n",
       "      <td>24.743</td>\n",
       "      <td>1</td>\n",
       "      <td>0.487756</td>\n",
       "      <td>0.684130</td>\n",
       "      <td>-6.186128</td>\n",
       "      <td>0.279933</td>\n",
       "      <td>2.686240</td>\n",
       "      <td>0.152428</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>phon_R01_S27_7</td>\n",
       "      <td>176.824</td>\n",
       "      <td>215.293</td>\n",
       "      <td>83.961</td>\n",
       "      <td>0.00460</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00209</td>\n",
       "      <td>0.00221</td>\n",
       "      <td>0.00628</td>\n",
       "      <td>0.01169</td>\n",
       "      <td>0.117</td>\n",
       "      <td>0.00534</td>\n",
       "      <td>0.00630</td>\n",
       "      <td>0.01104</td>\n",
       "      <td>0.01603</td>\n",
       "      <td>0.01161</td>\n",
       "      <td>27.166</td>\n",
       "      <td>1</td>\n",
       "      <td>0.400088</td>\n",
       "      <td>0.656182</td>\n",
       "      <td>-4.711007</td>\n",
       "      <td>0.281618</td>\n",
       "      <td>2.655744</td>\n",
       "      <td>0.234809</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td>phon_R01_S31_1</td>\n",
       "      <td>138.190</td>\n",
       "      <td>203.522</td>\n",
       "      <td>83.340</td>\n",
       "      <td>0.00704</td>\n",
       "      <td>0.000050</td>\n",
       "      <td>0.00406</td>\n",
       "      <td>0.00398</td>\n",
       "      <td>0.01218</td>\n",
       "      <td>0.04479</td>\n",
       "      <td>0.441</td>\n",
       "      <td>0.02587</td>\n",
       "      <td>0.02567</td>\n",
       "      <td>0.03220</td>\n",
       "      <td>0.07761</td>\n",
       "      <td>0.01968</td>\n",
       "      <td>18.305</td>\n",
       "      <td>1</td>\n",
       "      <td>0.538016</td>\n",
       "      <td>0.741480</td>\n",
       "      <td>-5.418787</td>\n",
       "      <td>0.160267</td>\n",
       "      <td>2.090438</td>\n",
       "      <td>0.229892</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>123</th>\n",
       "      <td>phon_R01_S31_2</td>\n",
       "      <td>182.018</td>\n",
       "      <td>197.173</td>\n",
       "      <td>79.187</td>\n",
       "      <td>0.00842</td>\n",
       "      <td>0.000050</td>\n",
       "      <td>0.00506</td>\n",
       "      <td>0.00449</td>\n",
       "      <td>0.01517</td>\n",
       "      <td>0.02503</td>\n",
       "      <td>0.231</td>\n",
       "      <td>0.01372</td>\n",
       "      <td>0.01580</td>\n",
       "      <td>0.01931</td>\n",
       "      <td>0.04115</td>\n",
       "      <td>0.01813</td>\n",
       "      <td>18.784</td>\n",
       "      <td>1</td>\n",
       "      <td>0.589956</td>\n",
       "      <td>0.732903</td>\n",
       "      <td>-5.445140</td>\n",
       "      <td>0.142466</td>\n",
       "      <td>2.174306</td>\n",
       "      <td>0.215558</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>phon_R01_S31_3</td>\n",
       "      <td>156.239</td>\n",
       "      <td>195.107</td>\n",
       "      <td>79.820</td>\n",
       "      <td>0.00694</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.00403</td>\n",
       "      <td>0.00395</td>\n",
       "      <td>0.01209</td>\n",
       "      <td>0.02343</td>\n",
       "      <td>0.224</td>\n",
       "      <td>0.01289</td>\n",
       "      <td>0.01420</td>\n",
       "      <td>0.01720</td>\n",
       "      <td>0.03867</td>\n",
       "      <td>0.02020</td>\n",
       "      <td>19.196</td>\n",
       "      <td>1</td>\n",
       "      <td>0.618663</td>\n",
       "      <td>0.728421</td>\n",
       "      <td>-5.944191</td>\n",
       "      <td>0.143359</td>\n",
       "      <td>1.929715</td>\n",
       "      <td>0.181988</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125</th>\n",
       "      <td>phon_R01_S31_4</td>\n",
       "      <td>145.174</td>\n",
       "      <td>198.109</td>\n",
       "      <td>80.637</td>\n",
       "      <td>0.00733</td>\n",
       "      <td>0.000050</td>\n",
       "      <td>0.00414</td>\n",
       "      <td>0.00422</td>\n",
       "      <td>0.01242</td>\n",
       "      <td>0.02362</td>\n",
       "      <td>0.233</td>\n",
       "      <td>0.01235</td>\n",
       "      <td>0.01495</td>\n",
       "      <td>0.01944</td>\n",
       "      <td>0.03706</td>\n",
       "      <td>0.01874</td>\n",
       "      <td>18.857</td>\n",
       "      <td>1</td>\n",
       "      <td>0.637518</td>\n",
       "      <td>0.735546</td>\n",
       "      <td>-5.594275</td>\n",
       "      <td>0.127950</td>\n",
       "      <td>1.765957</td>\n",
       "      <td>0.222716</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>126</th>\n",
       "      <td>phon_R01_S31_5</td>\n",
       "      <td>138.145</td>\n",
       "      <td>197.238</td>\n",
       "      <td>81.114</td>\n",
       "      <td>0.00544</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.00294</td>\n",
       "      <td>0.00327</td>\n",
       "      <td>0.00883</td>\n",
       "      <td>0.02791</td>\n",
       "      <td>0.246</td>\n",
       "      <td>0.01484</td>\n",
       "      <td>0.01805</td>\n",
       "      <td>0.02259</td>\n",
       "      <td>0.04451</td>\n",
       "      <td>0.01794</td>\n",
       "      <td>18.178</td>\n",
       "      <td>1</td>\n",
       "      <td>0.623209</td>\n",
       "      <td>0.738245</td>\n",
       "      <td>-5.540351</td>\n",
       "      <td>0.087165</td>\n",
       "      <td>1.821297</td>\n",
       "      <td>0.214075</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>127</th>\n",
       "      <td>phon_R01_S31_6</td>\n",
       "      <td>166.888</td>\n",
       "      <td>198.966</td>\n",
       "      <td>79.512</td>\n",
       "      <td>0.00638</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.00368</td>\n",
       "      <td>0.00351</td>\n",
       "      <td>0.01104</td>\n",
       "      <td>0.02857</td>\n",
       "      <td>0.257</td>\n",
       "      <td>0.01547</td>\n",
       "      <td>0.01859</td>\n",
       "      <td>0.02301</td>\n",
       "      <td>0.04641</td>\n",
       "      <td>0.01796</td>\n",
       "      <td>18.330</td>\n",
       "      <td>1</td>\n",
       "      <td>0.585169</td>\n",
       "      <td>0.736964</td>\n",
       "      <td>-5.825257</td>\n",
       "      <td>0.115697</td>\n",
       "      <td>1.996146</td>\n",
       "      <td>0.196535</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>128</th>\n",
       "      <td>phon_R01_S32_1</td>\n",
       "      <td>119.031</td>\n",
       "      <td>127.533</td>\n",
       "      <td>109.216</td>\n",
       "      <td>0.00440</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.00214</td>\n",
       "      <td>0.00192</td>\n",
       "      <td>0.00641</td>\n",
       "      <td>0.01033</td>\n",
       "      <td>0.098</td>\n",
       "      <td>0.00538</td>\n",
       "      <td>0.00570</td>\n",
       "      <td>0.00811</td>\n",
       "      <td>0.01614</td>\n",
       "      <td>0.01724</td>\n",
       "      <td>26.842</td>\n",
       "      <td>1</td>\n",
       "      <td>0.457541</td>\n",
       "      <td>0.699787</td>\n",
       "      <td>-6.890021</td>\n",
       "      <td>0.152941</td>\n",
       "      <td>2.328513</td>\n",
       "      <td>0.112856</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129</th>\n",
       "      <td>phon_R01_S32_2</td>\n",
       "      <td>120.078</td>\n",
       "      <td>126.632</td>\n",
       "      <td>105.667</td>\n",
       "      <td>0.00270</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.00116</td>\n",
       "      <td>0.00135</td>\n",
       "      <td>0.00349</td>\n",
       "      <td>0.01022</td>\n",
       "      <td>0.090</td>\n",
       "      <td>0.00476</td>\n",
       "      <td>0.00588</td>\n",
       "      <td>0.00903</td>\n",
       "      <td>0.01428</td>\n",
       "      <td>0.00487</td>\n",
       "      <td>26.369</td>\n",
       "      <td>1</td>\n",
       "      <td>0.491345</td>\n",
       "      <td>0.718839</td>\n",
       "      <td>-5.892061</td>\n",
       "      <td>0.195976</td>\n",
       "      <td>2.108873</td>\n",
       "      <td>0.183572</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>130</th>\n",
       "      <td>phon_R01_S32_3</td>\n",
       "      <td>120.289</td>\n",
       "      <td>128.143</td>\n",
       "      <td>100.209</td>\n",
       "      <td>0.00492</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.00269</td>\n",
       "      <td>0.00238</td>\n",
       "      <td>0.00808</td>\n",
       "      <td>0.01412</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.00703</td>\n",
       "      <td>0.00820</td>\n",
       "      <td>0.01194</td>\n",
       "      <td>0.02110</td>\n",
       "      <td>0.01610</td>\n",
       "      <td>23.949</td>\n",
       "      <td>1</td>\n",
       "      <td>0.467160</td>\n",
       "      <td>0.724045</td>\n",
       "      <td>-6.135296</td>\n",
       "      <td>0.203630</td>\n",
       "      <td>2.539724</td>\n",
       "      <td>0.169923</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>131</th>\n",
       "      <td>phon_R01_S32_4</td>\n",
       "      <td>120.256</td>\n",
       "      <td>125.306</td>\n",
       "      <td>104.773</td>\n",
       "      <td>0.00407</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00224</td>\n",
       "      <td>0.00205</td>\n",
       "      <td>0.00671</td>\n",
       "      <td>0.01516</td>\n",
       "      <td>0.138</td>\n",
       "      <td>0.00721</td>\n",
       "      <td>0.00815</td>\n",
       "      <td>0.01310</td>\n",
       "      <td>0.02164</td>\n",
       "      <td>0.01015</td>\n",
       "      <td>26.017</td>\n",
       "      <td>1</td>\n",
       "      <td>0.468621</td>\n",
       "      <td>0.735136</td>\n",
       "      <td>-6.112667</td>\n",
       "      <td>0.217013</td>\n",
       "      <td>2.527742</td>\n",
       "      <td>0.170633</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>phon_R01_S32_5</td>\n",
       "      <td>119.056</td>\n",
       "      <td>125.213</td>\n",
       "      <td>86.795</td>\n",
       "      <td>0.00346</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00169</td>\n",
       "      <td>0.00170</td>\n",
       "      <td>0.00508</td>\n",
       "      <td>0.01201</td>\n",
       "      <td>0.106</td>\n",
       "      <td>0.00633</td>\n",
       "      <td>0.00701</td>\n",
       "      <td>0.00915</td>\n",
       "      <td>0.01898</td>\n",
       "      <td>0.00903</td>\n",
       "      <td>23.389</td>\n",
       "      <td>1</td>\n",
       "      <td>0.470972</td>\n",
       "      <td>0.721308</td>\n",
       "      <td>-5.436135</td>\n",
       "      <td>0.254909</td>\n",
       "      <td>2.516320</td>\n",
       "      <td>0.232209</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>phon_R01_S32_6</td>\n",
       "      <td>118.747</td>\n",
       "      <td>123.723</td>\n",
       "      <td>109.836</td>\n",
       "      <td>0.00331</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00168</td>\n",
       "      <td>0.00171</td>\n",
       "      <td>0.00504</td>\n",
       "      <td>0.01043</td>\n",
       "      <td>0.099</td>\n",
       "      <td>0.00490</td>\n",
       "      <td>0.00621</td>\n",
       "      <td>0.00903</td>\n",
       "      <td>0.01471</td>\n",
       "      <td>0.00504</td>\n",
       "      <td>25.619</td>\n",
       "      <td>1</td>\n",
       "      <td>0.482296</td>\n",
       "      <td>0.723096</td>\n",
       "      <td>-6.448134</td>\n",
       "      <td>0.178713</td>\n",
       "      <td>2.034827</td>\n",
       "      <td>0.141422</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>phon_R01_S33_1</td>\n",
       "      <td>106.516</td>\n",
       "      <td>112.777</td>\n",
       "      <td>93.105</td>\n",
       "      <td>0.00589</td>\n",
       "      <td>0.000060</td>\n",
       "      <td>0.00291</td>\n",
       "      <td>0.00319</td>\n",
       "      <td>0.00873</td>\n",
       "      <td>0.04932</td>\n",
       "      <td>0.441</td>\n",
       "      <td>0.02683</td>\n",
       "      <td>0.03112</td>\n",
       "      <td>0.03651</td>\n",
       "      <td>0.08050</td>\n",
       "      <td>0.03031</td>\n",
       "      <td>17.060</td>\n",
       "      <td>1</td>\n",
       "      <td>0.637814</td>\n",
       "      <td>0.744064</td>\n",
       "      <td>-5.301321</td>\n",
       "      <td>0.320385</td>\n",
       "      <td>2.375138</td>\n",
       "      <td>0.243080</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>135</th>\n",
       "      <td>phon_R01_S33_2</td>\n",
       "      <td>110.453</td>\n",
       "      <td>127.611</td>\n",
       "      <td>105.554</td>\n",
       "      <td>0.00494</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.00244</td>\n",
       "      <td>0.00315</td>\n",
       "      <td>0.00731</td>\n",
       "      <td>0.04128</td>\n",
       "      <td>0.379</td>\n",
       "      <td>0.02229</td>\n",
       "      <td>0.02592</td>\n",
       "      <td>0.03316</td>\n",
       "      <td>0.06688</td>\n",
       "      <td>0.02529</td>\n",
       "      <td>17.707</td>\n",
       "      <td>1</td>\n",
       "      <td>0.653427</td>\n",
       "      <td>0.706687</td>\n",
       "      <td>-5.333619</td>\n",
       "      <td>0.322044</td>\n",
       "      <td>2.631793</td>\n",
       "      <td>0.228319</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>phon_R01_S33_3</td>\n",
       "      <td>113.400</td>\n",
       "      <td>133.344</td>\n",
       "      <td>107.816</td>\n",
       "      <td>0.00451</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.00219</td>\n",
       "      <td>0.00283</td>\n",
       "      <td>0.00658</td>\n",
       "      <td>0.04879</td>\n",
       "      <td>0.431</td>\n",
       "      <td>0.02385</td>\n",
       "      <td>0.02973</td>\n",
       "      <td>0.04370</td>\n",
       "      <td>0.07154</td>\n",
       "      <td>0.02278</td>\n",
       "      <td>19.013</td>\n",
       "      <td>1</td>\n",
       "      <td>0.647900</td>\n",
       "      <td>0.708144</td>\n",
       "      <td>-4.378916</td>\n",
       "      <td>0.300067</td>\n",
       "      <td>2.445502</td>\n",
       "      <td>0.259451</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>phon_R01_S33_4</td>\n",
       "      <td>113.166</td>\n",
       "      <td>130.270</td>\n",
       "      <td>100.673</td>\n",
       "      <td>0.00502</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.00257</td>\n",
       "      <td>0.00312</td>\n",
       "      <td>0.00772</td>\n",
       "      <td>0.05279</td>\n",
       "      <td>0.476</td>\n",
       "      <td>0.02896</td>\n",
       "      <td>0.03347</td>\n",
       "      <td>0.04134</td>\n",
       "      <td>0.08689</td>\n",
       "      <td>0.03690</td>\n",
       "      <td>16.747</td>\n",
       "      <td>1</td>\n",
       "      <td>0.625362</td>\n",
       "      <td>0.708617</td>\n",
       "      <td>-4.654894</td>\n",
       "      <td>0.304107</td>\n",
       "      <td>2.672362</td>\n",
       "      <td>0.274387</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>phon_R01_S33_5</td>\n",
       "      <td>112.239</td>\n",
       "      <td>126.609</td>\n",
       "      <td>104.095</td>\n",
       "      <td>0.00472</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.00238</td>\n",
       "      <td>0.00290</td>\n",
       "      <td>0.00715</td>\n",
       "      <td>0.05643</td>\n",
       "      <td>0.517</td>\n",
       "      <td>0.03070</td>\n",
       "      <td>0.03530</td>\n",
       "      <td>0.04451</td>\n",
       "      <td>0.09211</td>\n",
       "      <td>0.02629</td>\n",
       "      <td>17.366</td>\n",
       "      <td>1</td>\n",
       "      <td>0.640945</td>\n",
       "      <td>0.701404</td>\n",
       "      <td>-5.634576</td>\n",
       "      <td>0.306014</td>\n",
       "      <td>2.419253</td>\n",
       "      <td>0.209191</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139</th>\n",
       "      <td>phon_R01_S33_6</td>\n",
       "      <td>116.150</td>\n",
       "      <td>131.731</td>\n",
       "      <td>109.815</td>\n",
       "      <td>0.00381</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00181</td>\n",
       "      <td>0.00232</td>\n",
       "      <td>0.00542</td>\n",
       "      <td>0.03026</td>\n",
       "      <td>0.267</td>\n",
       "      <td>0.01514</td>\n",
       "      <td>0.01812</td>\n",
       "      <td>0.02770</td>\n",
       "      <td>0.04543</td>\n",
       "      <td>0.01827</td>\n",
       "      <td>18.801</td>\n",
       "      <td>1</td>\n",
       "      <td>0.624811</td>\n",
       "      <td>0.696049</td>\n",
       "      <td>-5.866357</td>\n",
       "      <td>0.233070</td>\n",
       "      <td>2.445646</td>\n",
       "      <td>0.184985</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td>phon_R01_S34_1</td>\n",
       "      <td>170.368</td>\n",
       "      <td>268.796</td>\n",
       "      <td>79.543</td>\n",
       "      <td>0.00571</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00232</td>\n",
       "      <td>0.00269</td>\n",
       "      <td>0.00696</td>\n",
       "      <td>0.03273</td>\n",
       "      <td>0.281</td>\n",
       "      <td>0.01713</td>\n",
       "      <td>0.01964</td>\n",
       "      <td>0.02824</td>\n",
       "      <td>0.05139</td>\n",
       "      <td>0.02485</td>\n",
       "      <td>18.540</td>\n",
       "      <td>1</td>\n",
       "      <td>0.677131</td>\n",
       "      <td>0.685057</td>\n",
       "      <td>-4.796845</td>\n",
       "      <td>0.397749</td>\n",
       "      <td>2.963799</td>\n",
       "      <td>0.277227</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td>phon_R01_S34_2</td>\n",
       "      <td>208.083</td>\n",
       "      <td>253.792</td>\n",
       "      <td>91.802</td>\n",
       "      <td>0.00757</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.00428</td>\n",
       "      <td>0.00428</td>\n",
       "      <td>0.01285</td>\n",
       "      <td>0.06725</td>\n",
       "      <td>0.571</td>\n",
       "      <td>0.04016</td>\n",
       "      <td>0.04003</td>\n",
       "      <td>0.04464</td>\n",
       "      <td>0.12047</td>\n",
       "      <td>0.04238</td>\n",
       "      <td>15.648</td>\n",
       "      <td>1</td>\n",
       "      <td>0.606344</td>\n",
       "      <td>0.665945</td>\n",
       "      <td>-5.410336</td>\n",
       "      <td>0.288917</td>\n",
       "      <td>2.665133</td>\n",
       "      <td>0.231723</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>142</th>\n",
       "      <td>phon_R01_S34_3</td>\n",
       "      <td>198.458</td>\n",
       "      <td>219.290</td>\n",
       "      <td>148.691</td>\n",
       "      <td>0.00376</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.00182</td>\n",
       "      <td>0.00215</td>\n",
       "      <td>0.00546</td>\n",
       "      <td>0.03527</td>\n",
       "      <td>0.297</td>\n",
       "      <td>0.02055</td>\n",
       "      <td>0.02076</td>\n",
       "      <td>0.02530</td>\n",
       "      <td>0.06165</td>\n",
       "      <td>0.01728</td>\n",
       "      <td>18.702</td>\n",
       "      <td>1</td>\n",
       "      <td>0.606273</td>\n",
       "      <td>0.661735</td>\n",
       "      <td>-5.585259</td>\n",
       "      <td>0.310746</td>\n",
       "      <td>2.465528</td>\n",
       "      <td>0.209863</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143</th>\n",
       "      <td>phon_R01_S34_4</td>\n",
       "      <td>202.805</td>\n",
       "      <td>231.508</td>\n",
       "      <td>86.232</td>\n",
       "      <td>0.00370</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.00189</td>\n",
       "      <td>0.00211</td>\n",
       "      <td>0.00568</td>\n",
       "      <td>0.01997</td>\n",
       "      <td>0.180</td>\n",
       "      <td>0.01117</td>\n",
       "      <td>0.01177</td>\n",
       "      <td>0.01506</td>\n",
       "      <td>0.03350</td>\n",
       "      <td>0.02010</td>\n",
       "      <td>18.687</td>\n",
       "      <td>1</td>\n",
       "      <td>0.536102</td>\n",
       "      <td>0.632631</td>\n",
       "      <td>-5.898673</td>\n",
       "      <td>0.213353</td>\n",
       "      <td>2.470746</td>\n",
       "      <td>0.189032</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>phon_R01_S34_5</td>\n",
       "      <td>202.544</td>\n",
       "      <td>241.350</td>\n",
       "      <td>164.168</td>\n",
       "      <td>0.00254</td>\n",
       "      <td>0.000010</td>\n",
       "      <td>0.00100</td>\n",
       "      <td>0.00133</td>\n",
       "      <td>0.00301</td>\n",
       "      <td>0.02662</td>\n",
       "      <td>0.228</td>\n",
       "      <td>0.01475</td>\n",
       "      <td>0.01558</td>\n",
       "      <td>0.02006</td>\n",
       "      <td>0.04426</td>\n",
       "      <td>0.01049</td>\n",
       "      <td>20.680</td>\n",
       "      <td>1</td>\n",
       "      <td>0.497480</td>\n",
       "      <td>0.630409</td>\n",
       "      <td>-6.132663</td>\n",
       "      <td>0.220617</td>\n",
       "      <td>2.576563</td>\n",
       "      <td>0.159777</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>145</th>\n",
       "      <td>phon_R01_S34_6</td>\n",
       "      <td>223.361</td>\n",
       "      <td>263.872</td>\n",
       "      <td>87.638</td>\n",
       "      <td>0.00352</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.00169</td>\n",
       "      <td>0.00188</td>\n",
       "      <td>0.00506</td>\n",
       "      <td>0.02536</td>\n",
       "      <td>0.225</td>\n",
       "      <td>0.01379</td>\n",
       "      <td>0.01478</td>\n",
       "      <td>0.01909</td>\n",
       "      <td>0.04137</td>\n",
       "      <td>0.01493</td>\n",
       "      <td>20.366</td>\n",
       "      <td>1</td>\n",
       "      <td>0.566849</td>\n",
       "      <td>0.574282</td>\n",
       "      <td>-5.456811</td>\n",
       "      <td>0.345238</td>\n",
       "      <td>2.840556</td>\n",
       "      <td>0.232861</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>146</th>\n",
       "      <td>phon_R01_S35_1</td>\n",
       "      <td>169.774</td>\n",
       "      <td>191.759</td>\n",
       "      <td>151.451</td>\n",
       "      <td>0.01568</td>\n",
       "      <td>0.000090</td>\n",
       "      <td>0.00863</td>\n",
       "      <td>0.00946</td>\n",
       "      <td>0.02589</td>\n",
       "      <td>0.08143</td>\n",
       "      <td>0.821</td>\n",
       "      <td>0.03804</td>\n",
       "      <td>0.05426</td>\n",
       "      <td>0.08808</td>\n",
       "      <td>0.11411</td>\n",
       "      <td>0.07530</td>\n",
       "      <td>12.359</td>\n",
       "      <td>1</td>\n",
       "      <td>0.561610</td>\n",
       "      <td>0.793509</td>\n",
       "      <td>-3.297668</td>\n",
       "      <td>0.414758</td>\n",
       "      <td>3.413649</td>\n",
       "      <td>0.457533</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>147</th>\n",
       "      <td>phon_R01_S35_2</td>\n",
       "      <td>183.520</td>\n",
       "      <td>216.814</td>\n",
       "      <td>161.340</td>\n",
       "      <td>0.01466</td>\n",
       "      <td>0.000080</td>\n",
       "      <td>0.00849</td>\n",
       "      <td>0.00819</td>\n",
       "      <td>0.02546</td>\n",
       "      <td>0.06050</td>\n",
       "      <td>0.618</td>\n",
       "      <td>0.02865</td>\n",
       "      <td>0.04101</td>\n",
       "      <td>0.06359</td>\n",
       "      <td>0.08595</td>\n",
       "      <td>0.06057</td>\n",
       "      <td>14.367</td>\n",
       "      <td>1</td>\n",
       "      <td>0.478024</td>\n",
       "      <td>0.768974</td>\n",
       "      <td>-4.276605</td>\n",
       "      <td>0.355736</td>\n",
       "      <td>3.142364</td>\n",
       "      <td>0.336085</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>148</th>\n",
       "      <td>phon_R01_S35_3</td>\n",
       "      <td>188.620</td>\n",
       "      <td>216.302</td>\n",
       "      <td>165.982</td>\n",
       "      <td>0.01719</td>\n",
       "      <td>0.000090</td>\n",
       "      <td>0.00996</td>\n",
       "      <td>0.01027</td>\n",
       "      <td>0.02987</td>\n",
       "      <td>0.07118</td>\n",
       "      <td>0.722</td>\n",
       "      <td>0.03474</td>\n",
       "      <td>0.04580</td>\n",
       "      <td>0.06824</td>\n",
       "      <td>0.10422</td>\n",
       "      <td>0.08069</td>\n",
       "      <td>12.298</td>\n",
       "      <td>1</td>\n",
       "      <td>0.552870</td>\n",
       "      <td>0.764036</td>\n",
       "      <td>-3.377325</td>\n",
       "      <td>0.335357</td>\n",
       "      <td>3.274865</td>\n",
       "      <td>0.418646</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>phon_R01_S35_4</td>\n",
       "      <td>202.632</td>\n",
       "      <td>565.740</td>\n",
       "      <td>177.258</td>\n",
       "      <td>0.01627</td>\n",
       "      <td>0.000080</td>\n",
       "      <td>0.00919</td>\n",
       "      <td>0.00963</td>\n",
       "      <td>0.02756</td>\n",
       "      <td>0.07170</td>\n",
       "      <td>0.833</td>\n",
       "      <td>0.03515</td>\n",
       "      <td>0.04265</td>\n",
       "      <td>0.06460</td>\n",
       "      <td>0.10546</td>\n",
       "      <td>0.07889</td>\n",
       "      <td>14.989</td>\n",
       "      <td>1</td>\n",
       "      <td>0.427627</td>\n",
       "      <td>0.775708</td>\n",
       "      <td>-4.892495</td>\n",
       "      <td>0.262281</td>\n",
       "      <td>2.910213</td>\n",
       "      <td>0.270173</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>phon_R01_S35_5</td>\n",
       "      <td>186.695</td>\n",
       "      <td>211.961</td>\n",
       "      <td>149.442</td>\n",
       "      <td>0.01872</td>\n",
       "      <td>0.000100</td>\n",
       "      <td>0.01075</td>\n",
       "      <td>0.01154</td>\n",
       "      <td>0.03225</td>\n",
       "      <td>0.05830</td>\n",
       "      <td>0.784</td>\n",
       "      <td>0.02699</td>\n",
       "      <td>0.03714</td>\n",
       "      <td>0.06259</td>\n",
       "      <td>0.08096</td>\n",
       "      <td>0.10952</td>\n",
       "      <td>12.529</td>\n",
       "      <td>1</td>\n",
       "      <td>0.507826</td>\n",
       "      <td>0.762726</td>\n",
       "      <td>-4.484303</td>\n",
       "      <td>0.340256</td>\n",
       "      <td>2.958815</td>\n",
       "      <td>0.301487</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151</th>\n",
       "      <td>phon_R01_S35_6</td>\n",
       "      <td>192.818</td>\n",
       "      <td>224.429</td>\n",
       "      <td>168.793</td>\n",
       "      <td>0.03107</td>\n",
       "      <td>0.000160</td>\n",
       "      <td>0.01800</td>\n",
       "      <td>0.01958</td>\n",
       "      <td>0.05401</td>\n",
       "      <td>0.11908</td>\n",
       "      <td>1.302</td>\n",
       "      <td>0.05647</td>\n",
       "      <td>0.07940</td>\n",
       "      <td>0.13778</td>\n",
       "      <td>0.16942</td>\n",
       "      <td>0.21713</td>\n",
       "      <td>8.441</td>\n",
       "      <td>1</td>\n",
       "      <td>0.625866</td>\n",
       "      <td>0.768320</td>\n",
       "      <td>-2.434031</td>\n",
       "      <td>0.450493</td>\n",
       "      <td>3.079221</td>\n",
       "      <td>0.527367</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>phon_R01_S35_7</td>\n",
       "      <td>198.116</td>\n",
       "      <td>233.099</td>\n",
       "      <td>174.478</td>\n",
       "      <td>0.02714</td>\n",
       "      <td>0.000140</td>\n",
       "      <td>0.01568</td>\n",
       "      <td>0.01699</td>\n",
       "      <td>0.04705</td>\n",
       "      <td>0.08684</td>\n",
       "      <td>1.018</td>\n",
       "      <td>0.04284</td>\n",
       "      <td>0.05556</td>\n",
       "      <td>0.08318</td>\n",
       "      <td>0.12851</td>\n",
       "      <td>0.16265</td>\n",
       "      <td>9.449</td>\n",
       "      <td>1</td>\n",
       "      <td>0.584164</td>\n",
       "      <td>0.754449</td>\n",
       "      <td>-2.839756</td>\n",
       "      <td>0.356224</td>\n",
       "      <td>3.184027</td>\n",
       "      <td>0.454721</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>153</th>\n",
       "      <td>phon_R01_S37_1</td>\n",
       "      <td>121.345</td>\n",
       "      <td>139.644</td>\n",
       "      <td>98.250</td>\n",
       "      <td>0.00684</td>\n",
       "      <td>0.000060</td>\n",
       "      <td>0.00388</td>\n",
       "      <td>0.00332</td>\n",
       "      <td>0.01164</td>\n",
       "      <td>0.02534</td>\n",
       "      <td>0.241</td>\n",
       "      <td>0.01340</td>\n",
       "      <td>0.01399</td>\n",
       "      <td>0.02056</td>\n",
       "      <td>0.04019</td>\n",
       "      <td>0.04179</td>\n",
       "      <td>21.520</td>\n",
       "      <td>1</td>\n",
       "      <td>0.566867</td>\n",
       "      <td>0.670475</td>\n",
       "      <td>-4.865194</td>\n",
       "      <td>0.246404</td>\n",
       "      <td>2.013530</td>\n",
       "      <td>0.168581</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154</th>\n",
       "      <td>phon_R01_S37_2</td>\n",
       "      <td>119.100</td>\n",
       "      <td>128.442</td>\n",
       "      <td>88.833</td>\n",
       "      <td>0.00692</td>\n",
       "      <td>0.000060</td>\n",
       "      <td>0.00393</td>\n",
       "      <td>0.00300</td>\n",
       "      <td>0.01179</td>\n",
       "      <td>0.02682</td>\n",
       "      <td>0.236</td>\n",
       "      <td>0.01484</td>\n",
       "      <td>0.01405</td>\n",
       "      <td>0.02018</td>\n",
       "      <td>0.04451</td>\n",
       "      <td>0.04611</td>\n",
       "      <td>21.824</td>\n",
       "      <td>1</td>\n",
       "      <td>0.651680</td>\n",
       "      <td>0.659333</td>\n",
       "      <td>-4.239028</td>\n",
       "      <td>0.175691</td>\n",
       "      <td>2.451130</td>\n",
       "      <td>0.247455</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>155</th>\n",
       "      <td>phon_R01_S37_3</td>\n",
       "      <td>117.870</td>\n",
       "      <td>127.349</td>\n",
       "      <td>95.654</td>\n",
       "      <td>0.00647</td>\n",
       "      <td>0.000050</td>\n",
       "      <td>0.00356</td>\n",
       "      <td>0.00300</td>\n",
       "      <td>0.01067</td>\n",
       "      <td>0.03087</td>\n",
       "      <td>0.276</td>\n",
       "      <td>0.01659</td>\n",
       "      <td>0.01804</td>\n",
       "      <td>0.02402</td>\n",
       "      <td>0.04977</td>\n",
       "      <td>0.02631</td>\n",
       "      <td>22.431</td>\n",
       "      <td>1</td>\n",
       "      <td>0.628300</td>\n",
       "      <td>0.652025</td>\n",
       "      <td>-3.583722</td>\n",
       "      <td>0.207914</td>\n",
       "      <td>2.439597</td>\n",
       "      <td>0.206256</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>156</th>\n",
       "      <td>phon_R01_S37_4</td>\n",
       "      <td>122.336</td>\n",
       "      <td>142.369</td>\n",
       "      <td>94.794</td>\n",
       "      <td>0.00727</td>\n",
       "      <td>0.000060</td>\n",
       "      <td>0.00415</td>\n",
       "      <td>0.00339</td>\n",
       "      <td>0.01246</td>\n",
       "      <td>0.02293</td>\n",
       "      <td>0.223</td>\n",
       "      <td>0.01205</td>\n",
       "      <td>0.01289</td>\n",
       "      <td>0.01771</td>\n",
       "      <td>0.03615</td>\n",
       "      <td>0.03191</td>\n",
       "      <td>22.953</td>\n",
       "      <td>1</td>\n",
       "      <td>0.611679</td>\n",
       "      <td>0.623731</td>\n",
       "      <td>-5.435100</td>\n",
       "      <td>0.230532</td>\n",
       "      <td>2.699645</td>\n",
       "      <td>0.220546</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>157</th>\n",
       "      <td>phon_R01_S37_5</td>\n",
       "      <td>117.963</td>\n",
       "      <td>134.209</td>\n",
       "      <td>100.757</td>\n",
       "      <td>0.01813</td>\n",
       "      <td>0.000150</td>\n",
       "      <td>0.01117</td>\n",
       "      <td>0.00718</td>\n",
       "      <td>0.03351</td>\n",
       "      <td>0.04912</td>\n",
       "      <td>0.438</td>\n",
       "      <td>0.02610</td>\n",
       "      <td>0.02161</td>\n",
       "      <td>0.02916</td>\n",
       "      <td>0.07830</td>\n",
       "      <td>0.10748</td>\n",
       "      <td>19.075</td>\n",
       "      <td>1</td>\n",
       "      <td>0.630547</td>\n",
       "      <td>0.646786</td>\n",
       "      <td>-3.444478</td>\n",
       "      <td>0.303214</td>\n",
       "      <td>2.964568</td>\n",
       "      <td>0.261305</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>158</th>\n",
       "      <td>phon_R01_S37_6</td>\n",
       "      <td>126.144</td>\n",
       "      <td>154.284</td>\n",
       "      <td>97.543</td>\n",
       "      <td>0.00975</td>\n",
       "      <td>0.000080</td>\n",
       "      <td>0.00593</td>\n",
       "      <td>0.00454</td>\n",
       "      <td>0.01778</td>\n",
       "      <td>0.02852</td>\n",
       "      <td>0.266</td>\n",
       "      <td>0.01500</td>\n",
       "      <td>0.01581</td>\n",
       "      <td>0.02157</td>\n",
       "      <td>0.04499</td>\n",
       "      <td>0.03828</td>\n",
       "      <td>21.534</td>\n",
       "      <td>1</td>\n",
       "      <td>0.635015</td>\n",
       "      <td>0.627337</td>\n",
       "      <td>-5.070096</td>\n",
       "      <td>0.280091</td>\n",
       "      <td>2.892300</td>\n",
       "      <td>0.249703</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>159</th>\n",
       "      <td>phon_R01_S39_1</td>\n",
       "      <td>127.930</td>\n",
       "      <td>138.752</td>\n",
       "      <td>112.173</td>\n",
       "      <td>0.00605</td>\n",
       "      <td>0.000050</td>\n",
       "      <td>0.00321</td>\n",
       "      <td>0.00318</td>\n",
       "      <td>0.00962</td>\n",
       "      <td>0.03235</td>\n",
       "      <td>0.339</td>\n",
       "      <td>0.01360</td>\n",
       "      <td>0.01650</td>\n",
       "      <td>0.03105</td>\n",
       "      <td>0.04079</td>\n",
       "      <td>0.02663</td>\n",
       "      <td>19.651</td>\n",
       "      <td>1</td>\n",
       "      <td>0.654945</td>\n",
       "      <td>0.675865</td>\n",
       "      <td>-5.498456</td>\n",
       "      <td>0.234196</td>\n",
       "      <td>2.103014</td>\n",
       "      <td>0.216638</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>160</th>\n",
       "      <td>phon_R01_S39_2</td>\n",
       "      <td>114.238</td>\n",
       "      <td>124.393</td>\n",
       "      <td>77.022</td>\n",
       "      <td>0.00581</td>\n",
       "      <td>0.000050</td>\n",
       "      <td>0.00299</td>\n",
       "      <td>0.00316</td>\n",
       "      <td>0.00896</td>\n",
       "      <td>0.04009</td>\n",
       "      <td>0.406</td>\n",
       "      <td>0.01579</td>\n",
       "      <td>0.01994</td>\n",
       "      <td>0.04114</td>\n",
       "      <td>0.04736</td>\n",
       "      <td>0.02073</td>\n",
       "      <td>20.437</td>\n",
       "      <td>1</td>\n",
       "      <td>0.653139</td>\n",
       "      <td>0.694571</td>\n",
       "      <td>-5.185987</td>\n",
       "      <td>0.259229</td>\n",
       "      <td>2.151121</td>\n",
       "      <td>0.244948</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>161</th>\n",
       "      <td>phon_R01_S39_3</td>\n",
       "      <td>115.322</td>\n",
       "      <td>135.738</td>\n",
       "      <td>107.802</td>\n",
       "      <td>0.00619</td>\n",
       "      <td>0.000050</td>\n",
       "      <td>0.00352</td>\n",
       "      <td>0.00329</td>\n",
       "      <td>0.01057</td>\n",
       "      <td>0.03273</td>\n",
       "      <td>0.325</td>\n",
       "      <td>0.01644</td>\n",
       "      <td>0.01722</td>\n",
       "      <td>0.02931</td>\n",
       "      <td>0.04933</td>\n",
       "      <td>0.02810</td>\n",
       "      <td>19.388</td>\n",
       "      <td>1</td>\n",
       "      <td>0.577802</td>\n",
       "      <td>0.684373</td>\n",
       "      <td>-5.283009</td>\n",
       "      <td>0.226528</td>\n",
       "      <td>2.442906</td>\n",
       "      <td>0.238281</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>162</th>\n",
       "      <td>phon_R01_S39_4</td>\n",
       "      <td>114.554</td>\n",
       "      <td>126.778</td>\n",
       "      <td>91.121</td>\n",
       "      <td>0.00651</td>\n",
       "      <td>0.000060</td>\n",
       "      <td>0.00366</td>\n",
       "      <td>0.00340</td>\n",
       "      <td>0.01097</td>\n",
       "      <td>0.03658</td>\n",
       "      <td>0.369</td>\n",
       "      <td>0.01864</td>\n",
       "      <td>0.01940</td>\n",
       "      <td>0.03091</td>\n",
       "      <td>0.05592</td>\n",
       "      <td>0.02707</td>\n",
       "      <td>18.954</td>\n",
       "      <td>1</td>\n",
       "      <td>0.685151</td>\n",
       "      <td>0.719576</td>\n",
       "      <td>-5.529833</td>\n",
       "      <td>0.242750</td>\n",
       "      <td>2.408689</td>\n",
       "      <td>0.220520</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>163</th>\n",
       "      <td>phon_R01_S39_5</td>\n",
       "      <td>112.150</td>\n",
       "      <td>131.669</td>\n",
       "      <td>97.527</td>\n",
       "      <td>0.00519</td>\n",
       "      <td>0.000050</td>\n",
       "      <td>0.00291</td>\n",
       "      <td>0.00284</td>\n",
       "      <td>0.00873</td>\n",
       "      <td>0.01756</td>\n",
       "      <td>0.155</td>\n",
       "      <td>0.00967</td>\n",
       "      <td>0.01033</td>\n",
       "      <td>0.01363</td>\n",
       "      <td>0.02902</td>\n",
       "      <td>0.01435</td>\n",
       "      <td>21.219</td>\n",
       "      <td>1</td>\n",
       "      <td>0.557045</td>\n",
       "      <td>0.673086</td>\n",
       "      <td>-5.617124</td>\n",
       "      <td>0.184896</td>\n",
       "      <td>1.871871</td>\n",
       "      <td>0.212386</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>164</th>\n",
       "      <td>phon_R01_S39_6</td>\n",
       "      <td>102.273</td>\n",
       "      <td>142.830</td>\n",
       "      <td>85.902</td>\n",
       "      <td>0.00907</td>\n",
       "      <td>0.000090</td>\n",
       "      <td>0.00493</td>\n",
       "      <td>0.00461</td>\n",
       "      <td>0.01480</td>\n",
       "      <td>0.02814</td>\n",
       "      <td>0.272</td>\n",
       "      <td>0.01579</td>\n",
       "      <td>0.01553</td>\n",
       "      <td>0.02073</td>\n",
       "      <td>0.04736</td>\n",
       "      <td>0.03882</td>\n",
       "      <td>18.447</td>\n",
       "      <td>1</td>\n",
       "      <td>0.671378</td>\n",
       "      <td>0.674562</td>\n",
       "      <td>-2.929379</td>\n",
       "      <td>0.396746</td>\n",
       "      <td>2.560422</td>\n",
       "      <td>0.367233</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>165</th>\n",
       "      <td>phon_R01_S42_1</td>\n",
       "      <td>236.200</td>\n",
       "      <td>244.663</td>\n",
       "      <td>102.137</td>\n",
       "      <td>0.00277</td>\n",
       "      <td>0.000010</td>\n",
       "      <td>0.00154</td>\n",
       "      <td>0.00153</td>\n",
       "      <td>0.00462</td>\n",
       "      <td>0.02448</td>\n",
       "      <td>0.217</td>\n",
       "      <td>0.01410</td>\n",
       "      <td>0.01426</td>\n",
       "      <td>0.01621</td>\n",
       "      <td>0.04231</td>\n",
       "      <td>0.00620</td>\n",
       "      <td>24.078</td>\n",
       "      <td>0</td>\n",
       "      <td>0.469928</td>\n",
       "      <td>0.628232</td>\n",
       "      <td>-6.816086</td>\n",
       "      <td>0.172270</td>\n",
       "      <td>2.235197</td>\n",
       "      <td>0.119652</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>166</th>\n",
       "      <td>phon_R01_S42_2</td>\n",
       "      <td>237.323</td>\n",
       "      <td>243.709</td>\n",
       "      <td>229.256</td>\n",
       "      <td>0.00303</td>\n",
       "      <td>0.000010</td>\n",
       "      <td>0.00173</td>\n",
       "      <td>0.00159</td>\n",
       "      <td>0.00519</td>\n",
       "      <td>0.01242</td>\n",
       "      <td>0.116</td>\n",
       "      <td>0.00696</td>\n",
       "      <td>0.00747</td>\n",
       "      <td>0.00882</td>\n",
       "      <td>0.02089</td>\n",
       "      <td>0.00533</td>\n",
       "      <td>24.679</td>\n",
       "      <td>0</td>\n",
       "      <td>0.384868</td>\n",
       "      <td>0.626710</td>\n",
       "      <td>-7.018057</td>\n",
       "      <td>0.176316</td>\n",
       "      <td>1.852402</td>\n",
       "      <td>0.091604</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>167</th>\n",
       "      <td>phon_R01_S42_3</td>\n",
       "      <td>260.105</td>\n",
       "      <td>264.919</td>\n",
       "      <td>237.303</td>\n",
       "      <td>0.00339</td>\n",
       "      <td>0.000010</td>\n",
       "      <td>0.00205</td>\n",
       "      <td>0.00186</td>\n",
       "      <td>0.00616</td>\n",
       "      <td>0.02030</td>\n",
       "      <td>0.197</td>\n",
       "      <td>0.01186</td>\n",
       "      <td>0.01230</td>\n",
       "      <td>0.01367</td>\n",
       "      <td>0.03557</td>\n",
       "      <td>0.00910</td>\n",
       "      <td>21.083</td>\n",
       "      <td>0</td>\n",
       "      <td>0.440988</td>\n",
       "      <td>0.628058</td>\n",
       "      <td>-7.517934</td>\n",
       "      <td>0.160414</td>\n",
       "      <td>1.881767</td>\n",
       "      <td>0.075587</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>168</th>\n",
       "      <td>phon_R01_S42_4</td>\n",
       "      <td>197.569</td>\n",
       "      <td>217.627</td>\n",
       "      <td>90.794</td>\n",
       "      <td>0.00803</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.00490</td>\n",
       "      <td>0.00448</td>\n",
       "      <td>0.01470</td>\n",
       "      <td>0.02177</td>\n",
       "      <td>0.189</td>\n",
       "      <td>0.01279</td>\n",
       "      <td>0.01272</td>\n",
       "      <td>0.01439</td>\n",
       "      <td>0.03836</td>\n",
       "      <td>0.01337</td>\n",
       "      <td>19.269</td>\n",
       "      <td>0</td>\n",
       "      <td>0.372222</td>\n",
       "      <td>0.725216</td>\n",
       "      <td>-5.736781</td>\n",
       "      <td>0.164529</td>\n",
       "      <td>2.882450</td>\n",
       "      <td>0.202879</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>169</th>\n",
       "      <td>phon_R01_S42_5</td>\n",
       "      <td>240.301</td>\n",
       "      <td>245.135</td>\n",
       "      <td>219.783</td>\n",
       "      <td>0.00517</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.00316</td>\n",
       "      <td>0.00283</td>\n",
       "      <td>0.00949</td>\n",
       "      <td>0.02018</td>\n",
       "      <td>0.212</td>\n",
       "      <td>0.01176</td>\n",
       "      <td>0.01191</td>\n",
       "      <td>0.01344</td>\n",
       "      <td>0.03529</td>\n",
       "      <td>0.00965</td>\n",
       "      <td>21.020</td>\n",
       "      <td>0</td>\n",
       "      <td>0.371837</td>\n",
       "      <td>0.646167</td>\n",
       "      <td>-7.169701</td>\n",
       "      <td>0.073298</td>\n",
       "      <td>2.266432</td>\n",
       "      <td>0.100881</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>170</th>\n",
       "      <td>phon_R01_S42_6</td>\n",
       "      <td>244.990</td>\n",
       "      <td>272.210</td>\n",
       "      <td>239.170</td>\n",
       "      <td>0.00451</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.00279</td>\n",
       "      <td>0.00237</td>\n",
       "      <td>0.00837</td>\n",
       "      <td>0.01897</td>\n",
       "      <td>0.181</td>\n",
       "      <td>0.01084</td>\n",
       "      <td>0.01121</td>\n",
       "      <td>0.01255</td>\n",
       "      <td>0.03253</td>\n",
       "      <td>0.01049</td>\n",
       "      <td>21.528</td>\n",
       "      <td>0</td>\n",
       "      <td>0.522812</td>\n",
       "      <td>0.646818</td>\n",
       "      <td>-7.304500</td>\n",
       "      <td>0.171088</td>\n",
       "      <td>2.095237</td>\n",
       "      <td>0.096220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>171</th>\n",
       "      <td>phon_R01_S43_1</td>\n",
       "      <td>112.547</td>\n",
       "      <td>133.374</td>\n",
       "      <td>105.715</td>\n",
       "      <td>0.00355</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00166</td>\n",
       "      <td>0.00190</td>\n",
       "      <td>0.00499</td>\n",
       "      <td>0.01358</td>\n",
       "      <td>0.129</td>\n",
       "      <td>0.00664</td>\n",
       "      <td>0.00786</td>\n",
       "      <td>0.01140</td>\n",
       "      <td>0.01992</td>\n",
       "      <td>0.00435</td>\n",
       "      <td>26.436</td>\n",
       "      <td>0</td>\n",
       "      <td>0.413295</td>\n",
       "      <td>0.756700</td>\n",
       "      <td>-6.323531</td>\n",
       "      <td>0.218885</td>\n",
       "      <td>2.193412</td>\n",
       "      <td>0.160376</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>172</th>\n",
       "      <td>phon_R01_S43_2</td>\n",
       "      <td>110.739</td>\n",
       "      <td>113.597</td>\n",
       "      <td>100.139</td>\n",
       "      <td>0.00356</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00170</td>\n",
       "      <td>0.00200</td>\n",
       "      <td>0.00510</td>\n",
       "      <td>0.01484</td>\n",
       "      <td>0.133</td>\n",
       "      <td>0.00754</td>\n",
       "      <td>0.00950</td>\n",
       "      <td>0.01285</td>\n",
       "      <td>0.02261</td>\n",
       "      <td>0.00430</td>\n",
       "      <td>26.550</td>\n",
       "      <td>0</td>\n",
       "      <td>0.369090</td>\n",
       "      <td>0.776158</td>\n",
       "      <td>-6.085567</td>\n",
       "      <td>0.192375</td>\n",
       "      <td>1.889002</td>\n",
       "      <td>0.174152</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>173</th>\n",
       "      <td>phon_R01_S43_3</td>\n",
       "      <td>113.715</td>\n",
       "      <td>116.443</td>\n",
       "      <td>96.913</td>\n",
       "      <td>0.00349</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00171</td>\n",
       "      <td>0.00203</td>\n",
       "      <td>0.00514</td>\n",
       "      <td>0.01472</td>\n",
       "      <td>0.133</td>\n",
       "      <td>0.00748</td>\n",
       "      <td>0.00905</td>\n",
       "      <td>0.01148</td>\n",
       "      <td>0.02245</td>\n",
       "      <td>0.00478</td>\n",
       "      <td>26.547</td>\n",
       "      <td>0</td>\n",
       "      <td>0.380253</td>\n",
       "      <td>0.766700</td>\n",
       "      <td>-5.943501</td>\n",
       "      <td>0.192150</td>\n",
       "      <td>1.852542</td>\n",
       "      <td>0.179677</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>174</th>\n",
       "      <td>phon_R01_S43_4</td>\n",
       "      <td>117.004</td>\n",
       "      <td>144.466</td>\n",
       "      <td>99.923</td>\n",
       "      <td>0.00353</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00176</td>\n",
       "      <td>0.00218</td>\n",
       "      <td>0.00528</td>\n",
       "      <td>0.01657</td>\n",
       "      <td>0.145</td>\n",
       "      <td>0.00881</td>\n",
       "      <td>0.01062</td>\n",
       "      <td>0.01318</td>\n",
       "      <td>0.02643</td>\n",
       "      <td>0.00590</td>\n",
       "      <td>25.445</td>\n",
       "      <td>0</td>\n",
       "      <td>0.387482</td>\n",
       "      <td>0.756482</td>\n",
       "      <td>-6.012559</td>\n",
       "      <td>0.229298</td>\n",
       "      <td>1.872946</td>\n",
       "      <td>0.163118</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>175</th>\n",
       "      <td>phon_R01_S43_5</td>\n",
       "      <td>115.380</td>\n",
       "      <td>123.109</td>\n",
       "      <td>108.634</td>\n",
       "      <td>0.00332</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00160</td>\n",
       "      <td>0.00199</td>\n",
       "      <td>0.00480</td>\n",
       "      <td>0.01503</td>\n",
       "      <td>0.137</td>\n",
       "      <td>0.00812</td>\n",
       "      <td>0.00933</td>\n",
       "      <td>0.01133</td>\n",
       "      <td>0.02436</td>\n",
       "      <td>0.00401</td>\n",
       "      <td>26.005</td>\n",
       "      <td>0</td>\n",
       "      <td>0.405991</td>\n",
       "      <td>0.761255</td>\n",
       "      <td>-5.966779</td>\n",
       "      <td>0.197938</td>\n",
       "      <td>1.974857</td>\n",
       "      <td>0.184067</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>176</th>\n",
       "      <td>phon_R01_S43_6</td>\n",
       "      <td>116.388</td>\n",
       "      <td>129.038</td>\n",
       "      <td>108.970</td>\n",
       "      <td>0.00346</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00169</td>\n",
       "      <td>0.00213</td>\n",
       "      <td>0.00507</td>\n",
       "      <td>0.01725</td>\n",
       "      <td>0.155</td>\n",
       "      <td>0.00874</td>\n",
       "      <td>0.01021</td>\n",
       "      <td>0.01331</td>\n",
       "      <td>0.02623</td>\n",
       "      <td>0.00415</td>\n",
       "      <td>26.143</td>\n",
       "      <td>0</td>\n",
       "      <td>0.361232</td>\n",
       "      <td>0.763242</td>\n",
       "      <td>-6.016891</td>\n",
       "      <td>0.109256</td>\n",
       "      <td>2.004719</td>\n",
       "      <td>0.174429</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>177</th>\n",
       "      <td>phon_R01_S44_1</td>\n",
       "      <td>151.737</td>\n",
       "      <td>190.204</td>\n",
       "      <td>129.859</td>\n",
       "      <td>0.00314</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.00135</td>\n",
       "      <td>0.00162</td>\n",
       "      <td>0.00406</td>\n",
       "      <td>0.01469</td>\n",
       "      <td>0.132</td>\n",
       "      <td>0.00728</td>\n",
       "      <td>0.00886</td>\n",
       "      <td>0.01230</td>\n",
       "      <td>0.02184</td>\n",
       "      <td>0.00570</td>\n",
       "      <td>24.151</td>\n",
       "      <td>1</td>\n",
       "      <td>0.396610</td>\n",
       "      <td>0.745957</td>\n",
       "      <td>-6.486822</td>\n",
       "      <td>0.197919</td>\n",
       "      <td>2.449763</td>\n",
       "      <td>0.132703</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>178</th>\n",
       "      <td>phon_R01_S44_2</td>\n",
       "      <td>148.790</td>\n",
       "      <td>158.359</td>\n",
       "      <td>138.990</td>\n",
       "      <td>0.00309</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.00152</td>\n",
       "      <td>0.00186</td>\n",
       "      <td>0.00456</td>\n",
       "      <td>0.01574</td>\n",
       "      <td>0.142</td>\n",
       "      <td>0.00839</td>\n",
       "      <td>0.00956</td>\n",
       "      <td>0.01309</td>\n",
       "      <td>0.02518</td>\n",
       "      <td>0.00488</td>\n",
       "      <td>24.412</td>\n",
       "      <td>1</td>\n",
       "      <td>0.402591</td>\n",
       "      <td>0.762508</td>\n",
       "      <td>-6.311987</td>\n",
       "      <td>0.182459</td>\n",
       "      <td>2.251553</td>\n",
       "      <td>0.160306</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>179</th>\n",
       "      <td>phon_R01_S44_3</td>\n",
       "      <td>148.143</td>\n",
       "      <td>155.982</td>\n",
       "      <td>135.041</td>\n",
       "      <td>0.00392</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00204</td>\n",
       "      <td>0.00231</td>\n",
       "      <td>0.00612</td>\n",
       "      <td>0.01450</td>\n",
       "      <td>0.131</td>\n",
       "      <td>0.00725</td>\n",
       "      <td>0.00876</td>\n",
       "      <td>0.01263</td>\n",
       "      <td>0.02175</td>\n",
       "      <td>0.00540</td>\n",
       "      <td>23.683</td>\n",
       "      <td>1</td>\n",
       "      <td>0.398499</td>\n",
       "      <td>0.778349</td>\n",
       "      <td>-5.711205</td>\n",
       "      <td>0.240875</td>\n",
       "      <td>2.845109</td>\n",
       "      <td>0.192730</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>180</th>\n",
       "      <td>phon_R01_S44_4</td>\n",
       "      <td>150.440</td>\n",
       "      <td>163.441</td>\n",
       "      <td>144.736</td>\n",
       "      <td>0.00396</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00206</td>\n",
       "      <td>0.00233</td>\n",
       "      <td>0.00619</td>\n",
       "      <td>0.02551</td>\n",
       "      <td>0.237</td>\n",
       "      <td>0.01321</td>\n",
       "      <td>0.01574</td>\n",
       "      <td>0.02148</td>\n",
       "      <td>0.03964</td>\n",
       "      <td>0.00611</td>\n",
       "      <td>23.133</td>\n",
       "      <td>1</td>\n",
       "      <td>0.352396</td>\n",
       "      <td>0.759320</td>\n",
       "      <td>-6.261446</td>\n",
       "      <td>0.183218</td>\n",
       "      <td>2.264226</td>\n",
       "      <td>0.144105</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>181</th>\n",
       "      <td>phon_R01_S44_5</td>\n",
       "      <td>148.462</td>\n",
       "      <td>161.078</td>\n",
       "      <td>141.998</td>\n",
       "      <td>0.00397</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00202</td>\n",
       "      <td>0.00235</td>\n",
       "      <td>0.00605</td>\n",
       "      <td>0.01831</td>\n",
       "      <td>0.163</td>\n",
       "      <td>0.00950</td>\n",
       "      <td>0.01103</td>\n",
       "      <td>0.01559</td>\n",
       "      <td>0.02849</td>\n",
       "      <td>0.00639</td>\n",
       "      <td>22.866</td>\n",
       "      <td>1</td>\n",
       "      <td>0.408598</td>\n",
       "      <td>0.768845</td>\n",
       "      <td>-5.704053</td>\n",
       "      <td>0.216204</td>\n",
       "      <td>2.679185</td>\n",
       "      <td>0.197710</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>182</th>\n",
       "      <td>phon_R01_S44_6</td>\n",
       "      <td>149.818</td>\n",
       "      <td>163.417</td>\n",
       "      <td>144.786</td>\n",
       "      <td>0.00336</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.00174</td>\n",
       "      <td>0.00198</td>\n",
       "      <td>0.00521</td>\n",
       "      <td>0.02145</td>\n",
       "      <td>0.198</td>\n",
       "      <td>0.01155</td>\n",
       "      <td>0.01341</td>\n",
       "      <td>0.01666</td>\n",
       "      <td>0.03464</td>\n",
       "      <td>0.00595</td>\n",
       "      <td>23.008</td>\n",
       "      <td>1</td>\n",
       "      <td>0.329577</td>\n",
       "      <td>0.757180</td>\n",
       "      <td>-6.277170</td>\n",
       "      <td>0.109397</td>\n",
       "      <td>2.209021</td>\n",
       "      <td>0.156368</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>183</th>\n",
       "      <td>phon_R01_S49_1</td>\n",
       "      <td>117.226</td>\n",
       "      <td>123.925</td>\n",
       "      <td>106.656</td>\n",
       "      <td>0.00417</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.00186</td>\n",
       "      <td>0.00270</td>\n",
       "      <td>0.00558</td>\n",
       "      <td>0.01909</td>\n",
       "      <td>0.171</td>\n",
       "      <td>0.00864</td>\n",
       "      <td>0.01223</td>\n",
       "      <td>0.01949</td>\n",
       "      <td>0.02592</td>\n",
       "      <td>0.00955</td>\n",
       "      <td>23.079</td>\n",
       "      <td>0</td>\n",
       "      <td>0.603515</td>\n",
       "      <td>0.669565</td>\n",
       "      <td>-5.619070</td>\n",
       "      <td>0.191576</td>\n",
       "      <td>2.027228</td>\n",
       "      <td>0.215724</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>184</th>\n",
       "      <td>phon_R01_S49_2</td>\n",
       "      <td>116.848</td>\n",
       "      <td>217.552</td>\n",
       "      <td>99.503</td>\n",
       "      <td>0.00531</td>\n",
       "      <td>0.000050</td>\n",
       "      <td>0.00260</td>\n",
       "      <td>0.00346</td>\n",
       "      <td>0.00780</td>\n",
       "      <td>0.01795</td>\n",
       "      <td>0.163</td>\n",
       "      <td>0.00810</td>\n",
       "      <td>0.01144</td>\n",
       "      <td>0.01756</td>\n",
       "      <td>0.02429</td>\n",
       "      <td>0.01179</td>\n",
       "      <td>22.085</td>\n",
       "      <td>0</td>\n",
       "      <td>0.663842</td>\n",
       "      <td>0.656516</td>\n",
       "      <td>-5.198864</td>\n",
       "      <td>0.206768</td>\n",
       "      <td>2.120412</td>\n",
       "      <td>0.252404</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>185</th>\n",
       "      <td>phon_R01_S49_3</td>\n",
       "      <td>116.286</td>\n",
       "      <td>177.291</td>\n",
       "      <td>96.983</td>\n",
       "      <td>0.00314</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00134</td>\n",
       "      <td>0.00192</td>\n",
       "      <td>0.00403</td>\n",
       "      <td>0.01564</td>\n",
       "      <td>0.136</td>\n",
       "      <td>0.00667</td>\n",
       "      <td>0.00990</td>\n",
       "      <td>0.01691</td>\n",
       "      <td>0.02001</td>\n",
       "      <td>0.00737</td>\n",
       "      <td>24.199</td>\n",
       "      <td>0</td>\n",
       "      <td>0.598515</td>\n",
       "      <td>0.654331</td>\n",
       "      <td>-5.592584</td>\n",
       "      <td>0.133917</td>\n",
       "      <td>2.058658</td>\n",
       "      <td>0.214346</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>186</th>\n",
       "      <td>phon_R01_S49_4</td>\n",
       "      <td>116.556</td>\n",
       "      <td>592.030</td>\n",
       "      <td>86.228</td>\n",
       "      <td>0.00496</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.00254</td>\n",
       "      <td>0.00263</td>\n",
       "      <td>0.00762</td>\n",
       "      <td>0.01660</td>\n",
       "      <td>0.154</td>\n",
       "      <td>0.00820</td>\n",
       "      <td>0.00972</td>\n",
       "      <td>0.01491</td>\n",
       "      <td>0.02460</td>\n",
       "      <td>0.01397</td>\n",
       "      <td>23.958</td>\n",
       "      <td>0</td>\n",
       "      <td>0.566424</td>\n",
       "      <td>0.667654</td>\n",
       "      <td>-6.431119</td>\n",
       "      <td>0.153310</td>\n",
       "      <td>2.161936</td>\n",
       "      <td>0.120605</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>187</th>\n",
       "      <td>phon_R01_S49_5</td>\n",
       "      <td>116.342</td>\n",
       "      <td>581.289</td>\n",
       "      <td>94.246</td>\n",
       "      <td>0.00267</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.00115</td>\n",
       "      <td>0.00148</td>\n",
       "      <td>0.00345</td>\n",
       "      <td>0.01300</td>\n",
       "      <td>0.117</td>\n",
       "      <td>0.00631</td>\n",
       "      <td>0.00789</td>\n",
       "      <td>0.01144</td>\n",
       "      <td>0.01892</td>\n",
       "      <td>0.00680</td>\n",
       "      <td>25.023</td>\n",
       "      <td>0</td>\n",
       "      <td>0.528485</td>\n",
       "      <td>0.663884</td>\n",
       "      <td>-6.359018</td>\n",
       "      <td>0.116636</td>\n",
       "      <td>2.152083</td>\n",
       "      <td>0.138868</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>188</th>\n",
       "      <td>phon_R01_S49_6</td>\n",
       "      <td>114.563</td>\n",
       "      <td>119.167</td>\n",
       "      <td>86.647</td>\n",
       "      <td>0.00327</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00146</td>\n",
       "      <td>0.00184</td>\n",
       "      <td>0.00439</td>\n",
       "      <td>0.01185</td>\n",
       "      <td>0.106</td>\n",
       "      <td>0.00557</td>\n",
       "      <td>0.00721</td>\n",
       "      <td>0.01095</td>\n",
       "      <td>0.01672</td>\n",
       "      <td>0.00703</td>\n",
       "      <td>24.775</td>\n",
       "      <td>0</td>\n",
       "      <td>0.555303</td>\n",
       "      <td>0.659132</td>\n",
       "      <td>-6.710219</td>\n",
       "      <td>0.149694</td>\n",
       "      <td>1.913990</td>\n",
       "      <td>0.121777</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>189</th>\n",
       "      <td>phon_R01_S50_1</td>\n",
       "      <td>201.774</td>\n",
       "      <td>262.707</td>\n",
       "      <td>78.228</td>\n",
       "      <td>0.00694</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00412</td>\n",
       "      <td>0.00396</td>\n",
       "      <td>0.01235</td>\n",
       "      <td>0.02574</td>\n",
       "      <td>0.255</td>\n",
       "      <td>0.01454</td>\n",
       "      <td>0.01582</td>\n",
       "      <td>0.01758</td>\n",
       "      <td>0.04363</td>\n",
       "      <td>0.04441</td>\n",
       "      <td>19.368</td>\n",
       "      <td>0</td>\n",
       "      <td>0.508479</td>\n",
       "      <td>0.683761</td>\n",
       "      <td>-6.934474</td>\n",
       "      <td>0.159890</td>\n",
       "      <td>2.316346</td>\n",
       "      <td>0.112838</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>190</th>\n",
       "      <td>phon_R01_S50_2</td>\n",
       "      <td>174.188</td>\n",
       "      <td>230.978</td>\n",
       "      <td>94.261</td>\n",
       "      <td>0.00459</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00263</td>\n",
       "      <td>0.00259</td>\n",
       "      <td>0.00790</td>\n",
       "      <td>0.04087</td>\n",
       "      <td>0.405</td>\n",
       "      <td>0.02336</td>\n",
       "      <td>0.02498</td>\n",
       "      <td>0.02745</td>\n",
       "      <td>0.07008</td>\n",
       "      <td>0.02764</td>\n",
       "      <td>19.517</td>\n",
       "      <td>0</td>\n",
       "      <td>0.448439</td>\n",
       "      <td>0.657899</td>\n",
       "      <td>-6.538586</td>\n",
       "      <td>0.121952</td>\n",
       "      <td>2.657476</td>\n",
       "      <td>0.133050</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>191</th>\n",
       "      <td>phon_R01_S50_3</td>\n",
       "      <td>209.516</td>\n",
       "      <td>253.017</td>\n",
       "      <td>89.488</td>\n",
       "      <td>0.00564</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00331</td>\n",
       "      <td>0.00292</td>\n",
       "      <td>0.00994</td>\n",
       "      <td>0.02751</td>\n",
       "      <td>0.263</td>\n",
       "      <td>0.01604</td>\n",
       "      <td>0.01657</td>\n",
       "      <td>0.01879</td>\n",
       "      <td>0.04812</td>\n",
       "      <td>0.01810</td>\n",
       "      <td>19.147</td>\n",
       "      <td>0</td>\n",
       "      <td>0.431674</td>\n",
       "      <td>0.683244</td>\n",
       "      <td>-6.195325</td>\n",
       "      <td>0.129303</td>\n",
       "      <td>2.784312</td>\n",
       "      <td>0.168895</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>192</th>\n",
       "      <td>phon_R01_S50_4</td>\n",
       "      <td>174.688</td>\n",
       "      <td>240.005</td>\n",
       "      <td>74.287</td>\n",
       "      <td>0.01360</td>\n",
       "      <td>0.000080</td>\n",
       "      <td>0.00624</td>\n",
       "      <td>0.00564</td>\n",
       "      <td>0.01873</td>\n",
       "      <td>0.02308</td>\n",
       "      <td>0.256</td>\n",
       "      <td>0.01268</td>\n",
       "      <td>0.01365</td>\n",
       "      <td>0.01667</td>\n",
       "      <td>0.03804</td>\n",
       "      <td>0.10715</td>\n",
       "      <td>17.883</td>\n",
       "      <td>0</td>\n",
       "      <td>0.407567</td>\n",
       "      <td>0.655683</td>\n",
       "      <td>-6.787197</td>\n",
       "      <td>0.158453</td>\n",
       "      <td>2.679772</td>\n",
       "      <td>0.131728</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>193</th>\n",
       "      <td>phon_R01_S50_5</td>\n",
       "      <td>198.764</td>\n",
       "      <td>396.961</td>\n",
       "      <td>74.904</td>\n",
       "      <td>0.00740</td>\n",
       "      <td>0.000040</td>\n",
       "      <td>0.00370</td>\n",
       "      <td>0.00390</td>\n",
       "      <td>0.01109</td>\n",
       "      <td>0.02296</td>\n",
       "      <td>0.241</td>\n",
       "      <td>0.01265</td>\n",
       "      <td>0.01321</td>\n",
       "      <td>0.01588</td>\n",
       "      <td>0.03794</td>\n",
       "      <td>0.07223</td>\n",
       "      <td>19.020</td>\n",
       "      <td>0</td>\n",
       "      <td>0.451221</td>\n",
       "      <td>0.643956</td>\n",
       "      <td>-6.744577</td>\n",
       "      <td>0.207454</td>\n",
       "      <td>2.138608</td>\n",
       "      <td>0.123306</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>194</th>\n",
       "      <td>phon_R01_S50_6</td>\n",
       "      <td>214.289</td>\n",
       "      <td>260.277</td>\n",
       "      <td>77.973</td>\n",
       "      <td>0.00567</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.00295</td>\n",
       "      <td>0.00317</td>\n",
       "      <td>0.00885</td>\n",
       "      <td>0.01884</td>\n",
       "      <td>0.190</td>\n",
       "      <td>0.01026</td>\n",
       "      <td>0.01161</td>\n",
       "      <td>0.01373</td>\n",
       "      <td>0.03078</td>\n",
       "      <td>0.04398</td>\n",
       "      <td>21.209</td>\n",
       "      <td>0</td>\n",
       "      <td>0.462803</td>\n",
       "      <td>0.664357</td>\n",
       "      <td>-5.724056</td>\n",
       "      <td>0.190667</td>\n",
       "      <td>2.555477</td>\n",
       "      <td>0.148569</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "               name  MDVP:Fo(Hz)  MDVP:Fhi(Hz)  MDVP:Flo(Hz)  MDVP:Jitter(%)  \\\n",
       "0    phon_R01_S01_1      119.992       157.302        74.997         0.00784   \n",
       "1    phon_R01_S01_2      122.400       148.650       113.819         0.00968   \n",
       "2    phon_R01_S01_3      116.682       131.111       111.555         0.01050   \n",
       "3    phon_R01_S01_4      116.676       137.871       111.366         0.00997   \n",
       "4    phon_R01_S01_5      116.014       141.781       110.655         0.01284   \n",
       "5    phon_R01_S01_6      120.552       131.162       113.787         0.00968   \n",
       "6    phon_R01_S02_1      120.267       137.244       114.820         0.00333   \n",
       "7    phon_R01_S02_2      107.332       113.840       104.315         0.00290   \n",
       "8    phon_R01_S02_3       95.730       132.068        91.754         0.00551   \n",
       "9    phon_R01_S02_4       95.056       120.103        91.226         0.00532   \n",
       "10   phon_R01_S02_5       88.333       112.240        84.072         0.00505   \n",
       "11   phon_R01_S02_6       91.904       115.871        86.292         0.00540   \n",
       "12   phon_R01_S04_1      136.926       159.866       131.276         0.00293   \n",
       "13   phon_R01_S04_2      139.173       179.139        76.556         0.00390   \n",
       "14   phon_R01_S04_3      152.845       163.305        75.836         0.00294   \n",
       "15   phon_R01_S04_4      142.167       217.455        83.159         0.00369   \n",
       "16   phon_R01_S04_5      144.188       349.259        82.764         0.00544   \n",
       "17   phon_R01_S04_6      168.778       232.181        75.603         0.00718   \n",
       "18   phon_R01_S05_1      153.046       175.829        68.623         0.00742   \n",
       "19   phon_R01_S05_2      156.405       189.398       142.822         0.00768   \n",
       "20   phon_R01_S05_3      153.848       165.738        65.782         0.00840   \n",
       "21   phon_R01_S05_4      153.880       172.860        78.128         0.00480   \n",
       "22   phon_R01_S05_5      167.930       193.221        79.068         0.00442   \n",
       "23   phon_R01_S05_6      173.917       192.735        86.180         0.00476   \n",
       "24   phon_R01_S06_1      163.656       200.841        76.779         0.00742   \n",
       "25   phon_R01_S06_2      104.400       206.002        77.968         0.00633   \n",
       "26   phon_R01_S06_3      171.041       208.313        75.501         0.00455   \n",
       "27   phon_R01_S06_4      146.845       208.701        81.737         0.00496   \n",
       "28   phon_R01_S06_5      155.358       227.383        80.055         0.00310   \n",
       "29   phon_R01_S06_6      162.568       198.346        77.630         0.00502   \n",
       "30   phon_R01_S07_1      197.076       206.896       192.055         0.00289   \n",
       "31   phon_R01_S07_2      199.228       209.512       192.091         0.00241   \n",
       "32   phon_R01_S07_3      198.383       215.203       193.104         0.00212   \n",
       "33   phon_R01_S07_4      202.266       211.604       197.079         0.00180   \n",
       "34   phon_R01_S07_5      203.184       211.526       196.160         0.00178   \n",
       "35   phon_R01_S07_6      201.464       210.565       195.708         0.00198   \n",
       "36   phon_R01_S08_1      177.876       192.921       168.013         0.00411   \n",
       "37   phon_R01_S08_2      176.170       185.604       163.564         0.00369   \n",
       "38   phon_R01_S08_3      180.198       201.249       175.456         0.00284   \n",
       "39   phon_R01_S08_4      187.733       202.324       173.015         0.00316   \n",
       "40   phon_R01_S08_5      186.163       197.724       177.584         0.00298   \n",
       "41   phon_R01_S08_6      184.055       196.537       166.977         0.00258   \n",
       "42   phon_R01_S10_1      237.226       247.326       225.227         0.00298   \n",
       "43   phon_R01_S10_2      241.404       248.834       232.483         0.00281   \n",
       "44   phon_R01_S10_3      243.439       250.912       232.435         0.00210   \n",
       "45   phon_R01_S10_4      242.852       255.034       227.911         0.00225   \n",
       "46   phon_R01_S10_5      245.510       262.090       231.848         0.00235   \n",
       "47   phon_R01_S10_6      252.455       261.487       182.786         0.00185   \n",
       "48   phon_R01_S13_1      122.188       128.611       115.765         0.00524   \n",
       "49   phon_R01_S13_2      122.964       130.049       114.676         0.00428   \n",
       "50   phon_R01_S13_3      124.445       135.069       117.495         0.00431   \n",
       "51   phon_R01_S13_4      126.344       134.231       112.773         0.00448   \n",
       "52   phon_R01_S13_5      128.001       138.052       122.080         0.00436   \n",
       "53   phon_R01_S13_6      129.336       139.867       118.604         0.00490   \n",
       "54   phon_R01_S16_1      108.807       134.656       102.874         0.00761   \n",
       "55   phon_R01_S16_2      109.860       126.358       104.437         0.00874   \n",
       "56   phon_R01_S16_3      110.417       131.067       103.370         0.00784   \n",
       "57   phon_R01_S16_4      117.274       129.916       110.402         0.00752   \n",
       "58   phon_R01_S16_5      116.879       131.897       108.153         0.00788   \n",
       "59   phon_R01_S16_6      114.847       271.314       104.680         0.00867   \n",
       "60   phon_R01_S17_1      209.144       237.494       109.379         0.00282   \n",
       "61   phon_R01_S17_2      223.365       238.987        98.664         0.00264   \n",
       "62   phon_R01_S17_3      222.236       231.345       205.495         0.00266   \n",
       "63   phon_R01_S17_4      228.832       234.619       223.634         0.00296   \n",
       "64   phon_R01_S17_5      229.401       252.221       221.156         0.00205   \n",
       "65   phon_R01_S17_6      228.969       239.541       113.201         0.00238   \n",
       "66   phon_R01_S18_1      140.341       159.774        67.021         0.00817   \n",
       "67   phon_R01_S18_2      136.969       166.607        66.004         0.00923   \n",
       "68   phon_R01_S18_3      143.533       162.215        65.809         0.01101   \n",
       "69   phon_R01_S18_4      148.090       162.824        67.343         0.00762   \n",
       "70   phon_R01_S18_5      142.729       162.408        65.476         0.00831   \n",
       "71   phon_R01_S18_6      136.358       176.595        65.750         0.00971   \n",
       "72   phon_R01_S19_1      120.080       139.710       111.208         0.00405   \n",
       "73   phon_R01_S19_2      112.014       588.518       107.024         0.00533   \n",
       "74   phon_R01_S19_3      110.793       128.101       107.316         0.00494   \n",
       "75   phon_R01_S19_4      110.707       122.611       105.007         0.00516   \n",
       "76   phon_R01_S19_5      112.876       148.826       106.981         0.00500   \n",
       "77   phon_R01_S19_6      110.568       125.394       106.821         0.00462   \n",
       "78   phon_R01_S20_1       95.385       102.145        90.264         0.00608   \n",
       "79   phon_R01_S20_2      100.770       115.697        85.545         0.01038   \n",
       "80   phon_R01_S20_3       96.106       108.664        84.510         0.00694   \n",
       "81   phon_R01_S20_4       95.605       107.715        87.549         0.00702   \n",
       "82   phon_R01_S20_5      100.960       110.019        95.628         0.00606   \n",
       "83   phon_R01_S20_6       98.804       102.305        87.804         0.00432   \n",
       "84   phon_R01_S21_1      176.858       205.560        75.344         0.00747   \n",
       "85   phon_R01_S21_2      180.978       200.125       155.495         0.00406   \n",
       "86   phon_R01_S21_3      178.222       202.450       141.047         0.00321   \n",
       "87   phon_R01_S21_4      176.281       227.381       125.610         0.00520   \n",
       "88   phon_R01_S21_5      173.898       211.350        74.677         0.00448   \n",
       "89   phon_R01_S21_6      179.711       225.930       144.878         0.00709   \n",
       "90   phon_R01_S21_7      166.605       206.008        78.032         0.00742   \n",
       "91   phon_R01_S22_1      151.955       163.335       147.226         0.00419   \n",
       "92   phon_R01_S22_2      148.272       164.989       142.299         0.00459   \n",
       "93   phon_R01_S22_3      152.125       161.469        76.596         0.00382   \n",
       "94   phon_R01_S22_4      157.821       172.975        68.401         0.00358   \n",
       "95   phon_R01_S22_5      157.447       163.267       149.605         0.00369   \n",
       "96   phon_R01_S22_6      159.116       168.913       144.811         0.00342   \n",
       "97   phon_R01_S24_1      125.036       143.946       116.187         0.01280   \n",
       "98   phon_R01_S24_2      125.791       140.557        96.206         0.01378   \n",
       "99   phon_R01_S24_3      126.512       141.756        99.770         0.01936   \n",
       "100  phon_R01_S24_4      125.641       141.068       116.346         0.03316   \n",
       "101  phon_R01_S24_5      128.451       150.449        75.632         0.01551   \n",
       "102  phon_R01_S24_6      139.224       586.567        66.157         0.03011   \n",
       "103  phon_R01_S25_1      150.258       154.609        75.349         0.00248   \n",
       "104  phon_R01_S25_2      154.003       160.267       128.621         0.00183   \n",
       "105  phon_R01_S25_3      149.689       160.368       133.608         0.00257   \n",
       "106  phon_R01_S25_4      155.078       163.736       144.148         0.00168   \n",
       "107  phon_R01_S25_5      151.884       157.765       133.751         0.00258   \n",
       "108  phon_R01_S25_6      151.989       157.339       132.857         0.00174   \n",
       "109  phon_R01_S26_1      193.030       208.900        80.297         0.00766   \n",
       "110  phon_R01_S26_2      200.714       223.982        89.686         0.00621   \n",
       "111  phon_R01_S26_3      208.519       220.315       199.020         0.00609   \n",
       "112  phon_R01_S26_4      204.664       221.300       189.621         0.00841   \n",
       "113  phon_R01_S26_5      210.141       232.706       185.258         0.00534   \n",
       "114  phon_R01_S26_6      206.327       226.355        92.020         0.00495   \n",
       "115  phon_R01_S27_1      151.872       492.892        69.085         0.00856   \n",
       "116  phon_R01_S27_2      158.219       442.557        71.948         0.00476   \n",
       "117  phon_R01_S27_3      170.756       450.247        79.032         0.00555   \n",
       "118  phon_R01_S27_4      178.285       442.824        82.063         0.00462   \n",
       "119  phon_R01_S27_5      217.116       233.481        93.978         0.00404   \n",
       "120  phon_R01_S27_6      128.940       479.697        88.251         0.00581   \n",
       "121  phon_R01_S27_7      176.824       215.293        83.961         0.00460   \n",
       "122  phon_R01_S31_1      138.190       203.522        83.340         0.00704   \n",
       "123  phon_R01_S31_2      182.018       197.173        79.187         0.00842   \n",
       "124  phon_R01_S31_3      156.239       195.107        79.820         0.00694   \n",
       "125  phon_R01_S31_4      145.174       198.109        80.637         0.00733   \n",
       "126  phon_R01_S31_5      138.145       197.238        81.114         0.00544   \n",
       "127  phon_R01_S31_6      166.888       198.966        79.512         0.00638   \n",
       "128  phon_R01_S32_1      119.031       127.533       109.216         0.00440   \n",
       "129  phon_R01_S32_2      120.078       126.632       105.667         0.00270   \n",
       "130  phon_R01_S32_3      120.289       128.143       100.209         0.00492   \n",
       "131  phon_R01_S32_4      120.256       125.306       104.773         0.00407   \n",
       "132  phon_R01_S32_5      119.056       125.213        86.795         0.00346   \n",
       "133  phon_R01_S32_6      118.747       123.723       109.836         0.00331   \n",
       "134  phon_R01_S33_1      106.516       112.777        93.105         0.00589   \n",
       "135  phon_R01_S33_2      110.453       127.611       105.554         0.00494   \n",
       "136  phon_R01_S33_3      113.400       133.344       107.816         0.00451   \n",
       "137  phon_R01_S33_4      113.166       130.270       100.673         0.00502   \n",
       "138  phon_R01_S33_5      112.239       126.609       104.095         0.00472   \n",
       "139  phon_R01_S33_6      116.150       131.731       109.815         0.00381   \n",
       "140  phon_R01_S34_1      170.368       268.796        79.543         0.00571   \n",
       "141  phon_R01_S34_2      208.083       253.792        91.802         0.00757   \n",
       "142  phon_R01_S34_3      198.458       219.290       148.691         0.00376   \n",
       "143  phon_R01_S34_4      202.805       231.508        86.232         0.00370   \n",
       "144  phon_R01_S34_5      202.544       241.350       164.168         0.00254   \n",
       "145  phon_R01_S34_6      223.361       263.872        87.638         0.00352   \n",
       "146  phon_R01_S35_1      169.774       191.759       151.451         0.01568   \n",
       "147  phon_R01_S35_2      183.520       216.814       161.340         0.01466   \n",
       "148  phon_R01_S35_3      188.620       216.302       165.982         0.01719   \n",
       "149  phon_R01_S35_4      202.632       565.740       177.258         0.01627   \n",
       "150  phon_R01_S35_5      186.695       211.961       149.442         0.01872   \n",
       "151  phon_R01_S35_6      192.818       224.429       168.793         0.03107   \n",
       "152  phon_R01_S35_7      198.116       233.099       174.478         0.02714   \n",
       "153  phon_R01_S37_1      121.345       139.644        98.250         0.00684   \n",
       "154  phon_R01_S37_2      119.100       128.442        88.833         0.00692   \n",
       "155  phon_R01_S37_3      117.870       127.349        95.654         0.00647   \n",
       "156  phon_R01_S37_4      122.336       142.369        94.794         0.00727   \n",
       "157  phon_R01_S37_5      117.963       134.209       100.757         0.01813   \n",
       "158  phon_R01_S37_6      126.144       154.284        97.543         0.00975   \n",
       "159  phon_R01_S39_1      127.930       138.752       112.173         0.00605   \n",
       "160  phon_R01_S39_2      114.238       124.393        77.022         0.00581   \n",
       "161  phon_R01_S39_3      115.322       135.738       107.802         0.00619   \n",
       "162  phon_R01_S39_4      114.554       126.778        91.121         0.00651   \n",
       "163  phon_R01_S39_5      112.150       131.669        97.527         0.00519   \n",
       "164  phon_R01_S39_6      102.273       142.830        85.902         0.00907   \n",
       "165  phon_R01_S42_1      236.200       244.663       102.137         0.00277   \n",
       "166  phon_R01_S42_2      237.323       243.709       229.256         0.00303   \n",
       "167  phon_R01_S42_3      260.105       264.919       237.303         0.00339   \n",
       "168  phon_R01_S42_4      197.569       217.627        90.794         0.00803   \n",
       "169  phon_R01_S42_5      240.301       245.135       219.783         0.00517   \n",
       "170  phon_R01_S42_6      244.990       272.210       239.170         0.00451   \n",
       "171  phon_R01_S43_1      112.547       133.374       105.715         0.00355   \n",
       "172  phon_R01_S43_2      110.739       113.597       100.139         0.00356   \n",
       "173  phon_R01_S43_3      113.715       116.443        96.913         0.00349   \n",
       "174  phon_R01_S43_4      117.004       144.466        99.923         0.00353   \n",
       "175  phon_R01_S43_5      115.380       123.109       108.634         0.00332   \n",
       "176  phon_R01_S43_6      116.388       129.038       108.970         0.00346   \n",
       "177  phon_R01_S44_1      151.737       190.204       129.859         0.00314   \n",
       "178  phon_R01_S44_2      148.790       158.359       138.990         0.00309   \n",
       "179  phon_R01_S44_3      148.143       155.982       135.041         0.00392   \n",
       "180  phon_R01_S44_4      150.440       163.441       144.736         0.00396   \n",
       "181  phon_R01_S44_5      148.462       161.078       141.998         0.00397   \n",
       "182  phon_R01_S44_6      149.818       163.417       144.786         0.00336   \n",
       "183  phon_R01_S49_1      117.226       123.925       106.656         0.00417   \n",
       "184  phon_R01_S49_2      116.848       217.552        99.503         0.00531   \n",
       "185  phon_R01_S49_3      116.286       177.291        96.983         0.00314   \n",
       "186  phon_R01_S49_4      116.556       592.030        86.228         0.00496   \n",
       "187  phon_R01_S49_5      116.342       581.289        94.246         0.00267   \n",
       "188  phon_R01_S49_6      114.563       119.167        86.647         0.00327   \n",
       "189  phon_R01_S50_1      201.774       262.707        78.228         0.00694   \n",
       "190  phon_R01_S50_2      174.188       230.978        94.261         0.00459   \n",
       "191  phon_R01_S50_3      209.516       253.017        89.488         0.00564   \n",
       "192  phon_R01_S50_4      174.688       240.005        74.287         0.01360   \n",
       "193  phon_R01_S50_5      198.764       396.961        74.904         0.00740   \n",
       "194  phon_R01_S50_6      214.289       260.277        77.973         0.00567   \n",
       "\n",
       "     MDVP:Jitter(Abs)  MDVP:RAP  MDVP:PPQ  Jitter:DDP  MDVP:Shimmer  \\\n",
       "0            0.000070   0.00370   0.00554     0.01109       0.04374   \n",
       "1            0.000080   0.00465   0.00696     0.01394       0.06134   \n",
       "2            0.000090   0.00544   0.00781     0.01633       0.05233   \n",
       "3            0.000090   0.00502   0.00698     0.01505       0.05492   \n",
       "4            0.000110   0.00655   0.00908     0.01966       0.06425   \n",
       "5            0.000080   0.00463   0.00750     0.01388       0.04701   \n",
       "6            0.000030   0.00155   0.00202     0.00466       0.01608   \n",
       "7            0.000030   0.00144   0.00182     0.00431       0.01567   \n",
       "8            0.000060   0.00293   0.00332     0.00880       0.02093   \n",
       "9            0.000060   0.00268   0.00332     0.00803       0.02838   \n",
       "10           0.000060   0.00254   0.00330     0.00763       0.02143   \n",
       "11           0.000060   0.00281   0.00336     0.00844       0.02752   \n",
       "12           0.000020   0.00118   0.00153     0.00355       0.01259   \n",
       "13           0.000030   0.00165   0.00208     0.00496       0.01642   \n",
       "14           0.000020   0.00121   0.00149     0.00364       0.01828   \n",
       "15           0.000030   0.00157   0.00203     0.00471       0.01503   \n",
       "16           0.000040   0.00211   0.00292     0.00632       0.02047   \n",
       "17           0.000040   0.00284   0.00387     0.00853       0.03327   \n",
       "18           0.000050   0.00364   0.00432     0.01092       0.05517   \n",
       "19           0.000050   0.00372   0.00399     0.01116       0.03995   \n",
       "20           0.000050   0.00428   0.00450     0.01285       0.03810   \n",
       "21           0.000030   0.00232   0.00267     0.00696       0.04137   \n",
       "22           0.000030   0.00220   0.00247     0.00661       0.04351   \n",
       "23           0.000030   0.00221   0.00258     0.00663       0.04192   \n",
       "24           0.000050   0.00380   0.00390     0.01140       0.01659   \n",
       "25           0.000060   0.00316   0.00375     0.00948       0.03767   \n",
       "26           0.000030   0.00250   0.00234     0.00750       0.01966   \n",
       "27           0.000030   0.00250   0.00275     0.00749       0.01919   \n",
       "28           0.000020   0.00159   0.00176     0.00476       0.01718   \n",
       "29           0.000030   0.00280   0.00253     0.00841       0.01791   \n",
       "30           0.000010   0.00166   0.00168     0.00498       0.01098   \n",
       "31           0.000010   0.00134   0.00138     0.00402       0.01015   \n",
       "32           0.000010   0.00113   0.00135     0.00339       0.01263   \n",
       "33           0.000009   0.00093   0.00107     0.00278       0.00954   \n",
       "34           0.000009   0.00094   0.00106     0.00283       0.00958   \n",
       "35           0.000010   0.00105   0.00115     0.00314       0.01194   \n",
       "36           0.000020   0.00233   0.00241     0.00700       0.02126   \n",
       "37           0.000020   0.00205   0.00218     0.00616       0.01851   \n",
       "38           0.000020   0.00153   0.00166     0.00459       0.01444   \n",
       "39           0.000020   0.00168   0.00182     0.00504       0.01663   \n",
       "40           0.000020   0.00165   0.00175     0.00496       0.01495   \n",
       "41           0.000010   0.00134   0.00147     0.00403       0.01463   \n",
       "42           0.000010   0.00169   0.00182     0.00507       0.01752   \n",
       "43           0.000010   0.00157   0.00173     0.00470       0.01760   \n",
       "44           0.000009   0.00109   0.00137     0.00327       0.01419   \n",
       "45           0.000009   0.00117   0.00139     0.00350       0.01494   \n",
       "46           0.000010   0.00127   0.00148     0.00380       0.01608   \n",
       "47           0.000007   0.00092   0.00113     0.00276       0.01152   \n",
       "48           0.000040   0.00169   0.00203     0.00507       0.01613   \n",
       "49           0.000030   0.00124   0.00155     0.00373       0.01681   \n",
       "50           0.000030   0.00141   0.00167     0.00422       0.02184   \n",
       "51           0.000040   0.00131   0.00169     0.00393       0.02033   \n",
       "52           0.000030   0.00137   0.00166     0.00411       0.02297   \n",
       "53           0.000040   0.00165   0.00183     0.00495       0.02498   \n",
       "54           0.000070   0.00349   0.00486     0.01046       0.02719   \n",
       "55           0.000080   0.00398   0.00539     0.01193       0.03209   \n",
       "56           0.000070   0.00352   0.00514     0.01056       0.03715   \n",
       "57           0.000060   0.00299   0.00469     0.00898       0.02293   \n",
       "58           0.000070   0.00334   0.00493     0.01003       0.02645   \n",
       "59           0.000080   0.00373   0.00520     0.01120       0.03225   \n",
       "60           0.000010   0.00147   0.00152     0.00442       0.01861   \n",
       "61           0.000010   0.00154   0.00151     0.00461       0.01906   \n",
       "62           0.000010   0.00152   0.00144     0.00457       0.01643   \n",
       "63           0.000010   0.00175   0.00155     0.00526       0.01644   \n",
       "64           0.000009   0.00114   0.00113     0.00342       0.01457   \n",
       "65           0.000010   0.00136   0.00140     0.00408       0.01745   \n",
       "66           0.000060   0.00430   0.00440     0.01289       0.03198   \n",
       "67           0.000070   0.00507   0.00463     0.01520       0.03111   \n",
       "68           0.000080   0.00647   0.00467     0.01941       0.05384   \n",
       "69           0.000050   0.00467   0.00354     0.01400       0.05428   \n",
       "70           0.000060   0.00469   0.00419     0.01407       0.03485   \n",
       "71           0.000070   0.00534   0.00478     0.01601       0.04978   \n",
       "72           0.000030   0.00180   0.00220     0.00540       0.01706   \n",
       "73           0.000050   0.00268   0.00329     0.00805       0.02448   \n",
       "74           0.000040   0.00260   0.00283     0.00780       0.02442   \n",
       "75           0.000050   0.00277   0.00289     0.00831       0.02215   \n",
       "76           0.000040   0.00270   0.00289     0.00810       0.03999   \n",
       "77           0.000040   0.00226   0.00280     0.00677       0.02199   \n",
       "78           0.000060   0.00331   0.00332     0.00994       0.03202   \n",
       "79           0.000100   0.00622   0.00576     0.01865       0.03121   \n",
       "80           0.000070   0.00389   0.00415     0.01168       0.04024   \n",
       "81           0.000070   0.00428   0.00371     0.01283       0.03156   \n",
       "82           0.000060   0.00351   0.00348     0.01053       0.02427   \n",
       "83           0.000040   0.00247   0.00258     0.00742       0.02223   \n",
       "84           0.000040   0.00418   0.00420     0.01254       0.04795   \n",
       "85           0.000020   0.00220   0.00244     0.00659       0.03852   \n",
       "86           0.000020   0.00163   0.00194     0.00488       0.03759   \n",
       "87           0.000030   0.00287   0.00312     0.00862       0.06511   \n",
       "88           0.000030   0.00237   0.00254     0.00710       0.06727   \n",
       "89           0.000040   0.00391   0.00419     0.01172       0.04313   \n",
       "90           0.000040   0.00387   0.00453     0.01161       0.06640   \n",
       "91           0.000030   0.00224   0.00227     0.00672       0.07959   \n",
       "92           0.000030   0.00250   0.00256     0.00750       0.04190   \n",
       "93           0.000030   0.00191   0.00226     0.00574       0.05925   \n",
       "94           0.000020   0.00196   0.00196     0.00587       0.03716   \n",
       "95           0.000020   0.00201   0.00197     0.00602       0.03272   \n",
       "96           0.000020   0.00178   0.00184     0.00535       0.03381   \n",
       "97           0.000100   0.00743   0.00623     0.02228       0.03886   \n",
       "98           0.000110   0.00826   0.00655     0.02478       0.04689   \n",
       "99           0.000150   0.01159   0.00990     0.03476       0.06734   \n",
       "100          0.000260   0.02144   0.01522     0.06433       0.09178   \n",
       "101          0.000120   0.00905   0.00909     0.02716       0.06170   \n",
       "102          0.000220   0.01854   0.01628     0.05563       0.09419   \n",
       "103          0.000020   0.00105   0.00136     0.00315       0.01131   \n",
       "104          0.000010   0.00076   0.00100     0.00229       0.01030   \n",
       "105          0.000020   0.00116   0.00134     0.00349       0.01346   \n",
       "106          0.000010   0.00068   0.00092     0.00204       0.01064   \n",
       "107          0.000020   0.00115   0.00122     0.00346       0.01450   \n",
       "108          0.000010   0.00075   0.00096     0.00225       0.01024   \n",
       "109          0.000040   0.00450   0.00389     0.01351       0.03044   \n",
       "110          0.000030   0.00371   0.00337     0.01112       0.02286   \n",
       "111          0.000030   0.00368   0.00339     0.01105       0.01761   \n",
       "112          0.000040   0.00502   0.00485     0.01506       0.02378   \n",
       "113          0.000030   0.00321   0.00280     0.00964       0.01680   \n",
       "114          0.000020   0.00302   0.00246     0.00905       0.02105   \n",
       "115          0.000060   0.00404   0.00385     0.01211       0.01843   \n",
       "116          0.000030   0.00214   0.00207     0.00642       0.01458   \n",
       "117          0.000030   0.00244   0.00261     0.00731       0.01725   \n",
       "118          0.000030   0.00157   0.00194     0.00472       0.01279   \n",
       "119          0.000020   0.00127   0.00128     0.00381       0.01299   \n",
       "120          0.000050   0.00241   0.00314     0.00723       0.02008   \n",
       "121          0.000030   0.00209   0.00221     0.00628       0.01169   \n",
       "122          0.000050   0.00406   0.00398     0.01218       0.04479   \n",
       "123          0.000050   0.00506   0.00449     0.01517       0.02503   \n",
       "124          0.000040   0.00403   0.00395     0.01209       0.02343   \n",
       "125          0.000050   0.00414   0.00422     0.01242       0.02362   \n",
       "126          0.000040   0.00294   0.00327     0.00883       0.02791   \n",
       "127          0.000040   0.00368   0.00351     0.01104       0.02857   \n",
       "128          0.000040   0.00214   0.00192     0.00641       0.01033   \n",
       "129          0.000020   0.00116   0.00135     0.00349       0.01022   \n",
       "130          0.000040   0.00269   0.00238     0.00808       0.01412   \n",
       "131          0.000030   0.00224   0.00205     0.00671       0.01516   \n",
       "132          0.000030   0.00169   0.00170     0.00508       0.01201   \n",
       "133          0.000030   0.00168   0.00171     0.00504       0.01043   \n",
       "134          0.000060   0.00291   0.00319     0.00873       0.04932   \n",
       "135          0.000040   0.00244   0.00315     0.00731       0.04128   \n",
       "136          0.000040   0.00219   0.00283     0.00658       0.04879   \n",
       "137          0.000040   0.00257   0.00312     0.00772       0.05279   \n",
       "138          0.000040   0.00238   0.00290     0.00715       0.05643   \n",
       "139          0.000030   0.00181   0.00232     0.00542       0.03026   \n",
       "140          0.000030   0.00232   0.00269     0.00696       0.03273   \n",
       "141          0.000040   0.00428   0.00428     0.01285       0.06725   \n",
       "142          0.000020   0.00182   0.00215     0.00546       0.03527   \n",
       "143          0.000020   0.00189   0.00211     0.00568       0.01997   \n",
       "144          0.000010   0.00100   0.00133     0.00301       0.02662   \n",
       "145          0.000020   0.00169   0.00188     0.00506       0.02536   \n",
       "146          0.000090   0.00863   0.00946     0.02589       0.08143   \n",
       "147          0.000080   0.00849   0.00819     0.02546       0.06050   \n",
       "148          0.000090   0.00996   0.01027     0.02987       0.07118   \n",
       "149          0.000080   0.00919   0.00963     0.02756       0.07170   \n",
       "150          0.000100   0.01075   0.01154     0.03225       0.05830   \n",
       "151          0.000160   0.01800   0.01958     0.05401       0.11908   \n",
       "152          0.000140   0.01568   0.01699     0.04705       0.08684   \n",
       "153          0.000060   0.00388   0.00332     0.01164       0.02534   \n",
       "154          0.000060   0.00393   0.00300     0.01179       0.02682   \n",
       "155          0.000050   0.00356   0.00300     0.01067       0.03087   \n",
       "156          0.000060   0.00415   0.00339     0.01246       0.02293   \n",
       "157          0.000150   0.01117   0.00718     0.03351       0.04912   \n",
       "158          0.000080   0.00593   0.00454     0.01778       0.02852   \n",
       "159          0.000050   0.00321   0.00318     0.00962       0.03235   \n",
       "160          0.000050   0.00299   0.00316     0.00896       0.04009   \n",
       "161          0.000050   0.00352   0.00329     0.01057       0.03273   \n",
       "162          0.000060   0.00366   0.00340     0.01097       0.03658   \n",
       "163          0.000050   0.00291   0.00284     0.00873       0.01756   \n",
       "164          0.000090   0.00493   0.00461     0.01480       0.02814   \n",
       "165          0.000010   0.00154   0.00153     0.00462       0.02448   \n",
       "166          0.000010   0.00173   0.00159     0.00519       0.01242   \n",
       "167          0.000010   0.00205   0.00186     0.00616       0.02030   \n",
       "168          0.000040   0.00490   0.00448     0.01470       0.02177   \n",
       "169          0.000020   0.00316   0.00283     0.00949       0.02018   \n",
       "170          0.000020   0.00279   0.00237     0.00837       0.01897   \n",
       "171          0.000030   0.00166   0.00190     0.00499       0.01358   \n",
       "172          0.000030   0.00170   0.00200     0.00510       0.01484   \n",
       "173          0.000030   0.00171   0.00203     0.00514       0.01472   \n",
       "174          0.000030   0.00176   0.00218     0.00528       0.01657   \n",
       "175          0.000030   0.00160   0.00199     0.00480       0.01503   \n",
       "176          0.000030   0.00169   0.00213     0.00507       0.01725   \n",
       "177          0.000020   0.00135   0.00162     0.00406       0.01469   \n",
       "178          0.000020   0.00152   0.00186     0.00456       0.01574   \n",
       "179          0.000030   0.00204   0.00231     0.00612       0.01450   \n",
       "180          0.000030   0.00206   0.00233     0.00619       0.02551   \n",
       "181          0.000030   0.00202   0.00235     0.00605       0.01831   \n",
       "182          0.000020   0.00174   0.00198     0.00521       0.02145   \n",
       "183          0.000040   0.00186   0.00270     0.00558       0.01909   \n",
       "184          0.000050   0.00260   0.00346     0.00780       0.01795   \n",
       "185          0.000030   0.00134   0.00192     0.00403       0.01564   \n",
       "186          0.000040   0.00254   0.00263     0.00762       0.01660   \n",
       "187          0.000020   0.00115   0.00148     0.00345       0.01300   \n",
       "188          0.000030   0.00146   0.00184     0.00439       0.01185   \n",
       "189          0.000030   0.00412   0.00396     0.01235       0.02574   \n",
       "190          0.000030   0.00263   0.00259     0.00790       0.04087   \n",
       "191          0.000030   0.00331   0.00292     0.00994       0.02751   \n",
       "192          0.000080   0.00624   0.00564     0.01873       0.02308   \n",
       "193          0.000040   0.00370   0.00390     0.01109       0.02296   \n",
       "194          0.000030   0.00295   0.00317     0.00885       0.01884   \n",
       "\n",
       "     MDVP:Shimmer(dB)  Shimmer:APQ3  Shimmer:APQ5  MDVP:APQ  Shimmer:DDA  \\\n",
       "0               0.426       0.02182       0.03130   0.02971      0.06545   \n",
       "1               0.626       0.03134       0.04518   0.04368      0.09403   \n",
       "2               0.482       0.02757       0.03858   0.03590      0.08270   \n",
       "3               0.517       0.02924       0.04005   0.03772      0.08771   \n",
       "4               0.584       0.03490       0.04825   0.04465      0.10470   \n",
       "5               0.456       0.02328       0.03526   0.03243      0.06985   \n",
       "6               0.140       0.00779       0.00937   0.01351      0.02337   \n",
       "7               0.134       0.00829       0.00946   0.01256      0.02487   \n",
       "8               0.191       0.01073       0.01277   0.01717      0.03218   \n",
       "9               0.255       0.01441       0.01725   0.02444      0.04324   \n",
       "10              0.197       0.01079       0.01342   0.01892      0.03237   \n",
       "11              0.249       0.01424       0.01641   0.02214      0.04272   \n",
       "12              0.112       0.00656       0.00717   0.01140      0.01968   \n",
       "13              0.154       0.00728       0.00932   0.01797      0.02184   \n",
       "14              0.158       0.01064       0.00972   0.01246      0.03191   \n",
       "15              0.126       0.00772       0.00888   0.01359      0.02316   \n",
       "16              0.192       0.00969       0.01200   0.02074      0.02908   \n",
       "17              0.348       0.01441       0.01893   0.03430      0.04322   \n",
       "18              0.542       0.02471       0.03572   0.05767      0.07413   \n",
       "19              0.348       0.01721       0.02374   0.04310      0.05164   \n",
       "20              0.328       0.01667       0.02383   0.04055      0.05000   \n",
       "21              0.370       0.02021       0.02591   0.04525      0.06062   \n",
       "22              0.377       0.02228       0.02540   0.04246      0.06685   \n",
       "23              0.364       0.02187       0.02470   0.03772      0.06562   \n",
       "24              0.164       0.00738       0.00948   0.01497      0.02214   \n",
       "25              0.381       0.01732       0.02245   0.03780      0.05197   \n",
       "26              0.186       0.00889       0.01169   0.01872      0.02666   \n",
       "27              0.198       0.00883       0.01144   0.01826      0.02650   \n",
       "28              0.161       0.00769       0.01012   0.01661      0.02307   \n",
       "29              0.168       0.00793       0.01057   0.01799      0.02380   \n",
       "30              0.097       0.00563       0.00680   0.00802      0.01689   \n",
       "31              0.089       0.00504       0.00641   0.00762      0.01513   \n",
       "32              0.111       0.00640       0.00825   0.00951      0.01919   \n",
       "33              0.085       0.00469       0.00606   0.00719      0.01407   \n",
       "34              0.085       0.00468       0.00610   0.00726      0.01403   \n",
       "35              0.107       0.00586       0.00760   0.00957      0.01758   \n",
       "36              0.189       0.01154       0.01347   0.01612      0.03463   \n",
       "37              0.168       0.00938       0.01160   0.01491      0.02814   \n",
       "38              0.131       0.00726       0.00885   0.01190      0.02177   \n",
       "39              0.151       0.00829       0.01003   0.01366      0.02488   \n",
       "40              0.135       0.00774       0.00941   0.01233      0.02321   \n",
       "41              0.132       0.00742       0.00901   0.01234      0.02226   \n",
       "42              0.164       0.01035       0.01024   0.01133      0.03104   \n",
       "43              0.154       0.01006       0.01038   0.01251      0.03017   \n",
       "44              0.126       0.00777       0.00898   0.01033      0.02330   \n",
       "45              0.134       0.00847       0.00879   0.01014      0.02542   \n",
       "46              0.141       0.00906       0.00977   0.01149      0.02719   \n",
       "47              0.103       0.00614       0.00730   0.00860      0.01841   \n",
       "48              0.143       0.00855       0.00776   0.01433      0.02566   \n",
       "49              0.154       0.00930       0.00802   0.01400      0.02789   \n",
       "50              0.197       0.01241       0.01024   0.01685      0.03724   \n",
       "51              0.185       0.01143       0.00959   0.01614      0.03429   \n",
       "52              0.210       0.01323       0.01072   0.01677      0.03969   \n",
       "53              0.228       0.01396       0.01219   0.01947      0.04188   \n",
       "54              0.255       0.01483       0.01609   0.02067      0.04450   \n",
       "55              0.307       0.01789       0.01992   0.02454      0.05368   \n",
       "56              0.334       0.02032       0.02302   0.02802      0.06097   \n",
       "57              0.221       0.01189       0.01459   0.01948      0.03568   \n",
       "58              0.265       0.01394       0.01625   0.02137      0.04183   \n",
       "59              0.350       0.01805       0.01974   0.02519      0.05414   \n",
       "60              0.170       0.00975       0.01258   0.01382      0.02925   \n",
       "61              0.165       0.01013       0.01296   0.01340      0.03039   \n",
       "62              0.145       0.00867       0.01108   0.01200      0.02602   \n",
       "63              0.145       0.00882       0.01075   0.01179      0.02647   \n",
       "64              0.129       0.00769       0.00957   0.01016      0.02308   \n",
       "65              0.154       0.00942       0.01160   0.01234      0.02827   \n",
       "66              0.313       0.01830       0.01810   0.02428      0.05490   \n",
       "67              0.308       0.01638       0.01759   0.02603      0.04914   \n",
       "68              0.478       0.03152       0.02422   0.03392      0.09455   \n",
       "69              0.497       0.03357       0.02494   0.03635      0.10070   \n",
       "70              0.365       0.01868       0.01906   0.02949      0.05605   \n",
       "71              0.483       0.02749       0.02466   0.03736      0.08247   \n",
       "72              0.152       0.00974       0.00925   0.01345      0.02921   \n",
       "73              0.226       0.01373       0.01375   0.01956      0.04120   \n",
       "74              0.216       0.01432       0.01325   0.01831      0.04295   \n",
       "75              0.206       0.01284       0.01219   0.01715      0.03851   \n",
       "76              0.350       0.02413       0.02231   0.02704      0.07238   \n",
       "77              0.197       0.01284       0.01199   0.01636      0.03852   \n",
       "78              0.263       0.01803       0.01886   0.02455      0.05408   \n",
       "79              0.361       0.01773       0.01783   0.02139      0.05320   \n",
       "80              0.364       0.02266       0.02451   0.02876      0.06799   \n",
       "81              0.296       0.01792       0.01841   0.02190      0.05377   \n",
       "82              0.216       0.01371       0.01421   0.01751      0.04114   \n",
       "83              0.202       0.01277       0.01343   0.01552      0.03831   \n",
       "84              0.435       0.02679       0.03022   0.03510      0.08037   \n",
       "85              0.331       0.02107       0.02493   0.02877      0.06321   \n",
       "86              0.327       0.02073       0.02415   0.02784      0.06219   \n",
       "87              0.580       0.03671       0.04159   0.04683      0.11012   \n",
       "88              0.650       0.03788       0.04254   0.04802      0.11363   \n",
       "89              0.442       0.02297       0.02768   0.03455      0.06892   \n",
       "90              0.634       0.03650       0.04282   0.05114      0.10949   \n",
       "91              0.772       0.04421       0.04962   0.05690      0.13262   \n",
       "92              0.383       0.02383       0.02521   0.03051      0.07150   \n",
       "93              0.637       0.03341       0.03794   0.04398      0.10024   \n",
       "94              0.307       0.02062       0.02321   0.02764      0.06185   \n",
       "95              0.283       0.01813       0.01909   0.02571      0.05439   \n",
       "96              0.307       0.01806       0.02024   0.02809      0.05417   \n",
       "97              0.342       0.02135       0.02174   0.03088      0.06406   \n",
       "98              0.422       0.02542       0.02630   0.03908      0.07625   \n",
       "99              0.659       0.03611       0.03963   0.05783      0.10833   \n",
       "100             0.891       0.05358       0.04791   0.06196      0.16074   \n",
       "101             0.584       0.03223       0.03672   0.05174      0.09669   \n",
       "102             0.930       0.05551       0.05005   0.06023      0.16654   \n",
       "103             0.107       0.00522       0.00659   0.01009      0.01567   \n",
       "104             0.094       0.00469       0.00582   0.00871      0.01406   \n",
       "105             0.126       0.00660       0.00818   0.01059      0.01979   \n",
       "106             0.097       0.00522       0.00632   0.00928      0.01567   \n",
       "107             0.137       0.00633       0.00788   0.01267      0.01898   \n",
       "108             0.093       0.00455       0.00576   0.00993      0.01364   \n",
       "109             0.275       0.01771       0.01815   0.02084      0.05312   \n",
       "110             0.207       0.01192       0.01439   0.01852      0.03576   \n",
       "111             0.155       0.00952       0.01058   0.01307      0.02855   \n",
       "112             0.210       0.01277       0.01483   0.01767      0.03831   \n",
       "113             0.149       0.00861       0.01017   0.01301      0.02583   \n",
       "114             0.209       0.01107       0.01284   0.01604      0.03320   \n",
       "115             0.235       0.00796       0.00832   0.01271      0.02389   \n",
       "116             0.148       0.00606       0.00747   0.01312      0.01818   \n",
       "117             0.175       0.00757       0.00971   0.01652      0.02270   \n",
       "118             0.129       0.00617       0.00744   0.01151      0.01851   \n",
       "119             0.124       0.00679       0.00631   0.01075      0.02038   \n",
       "120             0.221       0.00849       0.01117   0.01734      0.02548   \n",
       "121             0.117       0.00534       0.00630   0.01104      0.01603   \n",
       "122             0.441       0.02587       0.02567   0.03220      0.07761   \n",
       "123             0.231       0.01372       0.01580   0.01931      0.04115   \n",
       "124             0.224       0.01289       0.01420   0.01720      0.03867   \n",
       "125             0.233       0.01235       0.01495   0.01944      0.03706   \n",
       "126             0.246       0.01484       0.01805   0.02259      0.04451   \n",
       "127             0.257       0.01547       0.01859   0.02301      0.04641   \n",
       "128             0.098       0.00538       0.00570   0.00811      0.01614   \n",
       "129             0.090       0.00476       0.00588   0.00903      0.01428   \n",
       "130             0.125       0.00703       0.00820   0.01194      0.02110   \n",
       "131             0.138       0.00721       0.00815   0.01310      0.02164   \n",
       "132             0.106       0.00633       0.00701   0.00915      0.01898   \n",
       "133             0.099       0.00490       0.00621   0.00903      0.01471   \n",
       "134             0.441       0.02683       0.03112   0.03651      0.08050   \n",
       "135             0.379       0.02229       0.02592   0.03316      0.06688   \n",
       "136             0.431       0.02385       0.02973   0.04370      0.07154   \n",
       "137             0.476       0.02896       0.03347   0.04134      0.08689   \n",
       "138             0.517       0.03070       0.03530   0.04451      0.09211   \n",
       "139             0.267       0.01514       0.01812   0.02770      0.04543   \n",
       "140             0.281       0.01713       0.01964   0.02824      0.05139   \n",
       "141             0.571       0.04016       0.04003   0.04464      0.12047   \n",
       "142             0.297       0.02055       0.02076   0.02530      0.06165   \n",
       "143             0.180       0.01117       0.01177   0.01506      0.03350   \n",
       "144             0.228       0.01475       0.01558   0.02006      0.04426   \n",
       "145             0.225       0.01379       0.01478   0.01909      0.04137   \n",
       "146             0.821       0.03804       0.05426   0.08808      0.11411   \n",
       "147             0.618       0.02865       0.04101   0.06359      0.08595   \n",
       "148             0.722       0.03474       0.04580   0.06824      0.10422   \n",
       "149             0.833       0.03515       0.04265   0.06460      0.10546   \n",
       "150             0.784       0.02699       0.03714   0.06259      0.08096   \n",
       "151             1.302       0.05647       0.07940   0.13778      0.16942   \n",
       "152             1.018       0.04284       0.05556   0.08318      0.12851   \n",
       "153             0.241       0.01340       0.01399   0.02056      0.04019   \n",
       "154             0.236       0.01484       0.01405   0.02018      0.04451   \n",
       "155             0.276       0.01659       0.01804   0.02402      0.04977   \n",
       "156             0.223       0.01205       0.01289   0.01771      0.03615   \n",
       "157             0.438       0.02610       0.02161   0.02916      0.07830   \n",
       "158             0.266       0.01500       0.01581   0.02157      0.04499   \n",
       "159             0.339       0.01360       0.01650   0.03105      0.04079   \n",
       "160             0.406       0.01579       0.01994   0.04114      0.04736   \n",
       "161             0.325       0.01644       0.01722   0.02931      0.04933   \n",
       "162             0.369       0.01864       0.01940   0.03091      0.05592   \n",
       "163             0.155       0.00967       0.01033   0.01363      0.02902   \n",
       "164             0.272       0.01579       0.01553   0.02073      0.04736   \n",
       "165             0.217       0.01410       0.01426   0.01621      0.04231   \n",
       "166             0.116       0.00696       0.00747   0.00882      0.02089   \n",
       "167             0.197       0.01186       0.01230   0.01367      0.03557   \n",
       "168             0.189       0.01279       0.01272   0.01439      0.03836   \n",
       "169             0.212       0.01176       0.01191   0.01344      0.03529   \n",
       "170             0.181       0.01084       0.01121   0.01255      0.03253   \n",
       "171             0.129       0.00664       0.00786   0.01140      0.01992   \n",
       "172             0.133       0.00754       0.00950   0.01285      0.02261   \n",
       "173             0.133       0.00748       0.00905   0.01148      0.02245   \n",
       "174             0.145       0.00881       0.01062   0.01318      0.02643   \n",
       "175             0.137       0.00812       0.00933   0.01133      0.02436   \n",
       "176             0.155       0.00874       0.01021   0.01331      0.02623   \n",
       "177             0.132       0.00728       0.00886   0.01230      0.02184   \n",
       "178             0.142       0.00839       0.00956   0.01309      0.02518   \n",
       "179             0.131       0.00725       0.00876   0.01263      0.02175   \n",
       "180             0.237       0.01321       0.01574   0.02148      0.03964   \n",
       "181             0.163       0.00950       0.01103   0.01559      0.02849   \n",
       "182             0.198       0.01155       0.01341   0.01666      0.03464   \n",
       "183             0.171       0.00864       0.01223   0.01949      0.02592   \n",
       "184             0.163       0.00810       0.01144   0.01756      0.02429   \n",
       "185             0.136       0.00667       0.00990   0.01691      0.02001   \n",
       "186             0.154       0.00820       0.00972   0.01491      0.02460   \n",
       "187             0.117       0.00631       0.00789   0.01144      0.01892   \n",
       "188             0.106       0.00557       0.00721   0.01095      0.01672   \n",
       "189             0.255       0.01454       0.01582   0.01758      0.04363   \n",
       "190             0.405       0.02336       0.02498   0.02745      0.07008   \n",
       "191             0.263       0.01604       0.01657   0.01879      0.04812   \n",
       "192             0.256       0.01268       0.01365   0.01667      0.03804   \n",
       "193             0.241       0.01265       0.01321   0.01588      0.03794   \n",
       "194             0.190       0.01026       0.01161   0.01373      0.03078   \n",
       "\n",
       "         NHR     HNR  status      RPDE       DFA   spread1   spread2  \\\n",
       "0    0.02211  21.033       1  0.414783  0.815285 -4.813031  0.266482   \n",
       "1    0.01929  19.085       1  0.458359  0.819521 -4.075192  0.335590   \n",
       "2    0.01309  20.651       1  0.429895  0.825288 -4.443179  0.311173   \n",
       "3    0.01353  20.644       1  0.434969  0.819235 -4.117501  0.334147   \n",
       "4    0.01767  19.649       1  0.417356  0.823484 -3.747787  0.234513   \n",
       "5    0.01222  21.378       1  0.415564  0.825069 -4.242867  0.299111   \n",
       "6    0.00607  24.886       1  0.596040  0.764112 -5.634322  0.257682   \n",
       "7    0.00344  26.892       1  0.637420  0.763262 -6.167603  0.183721   \n",
       "8    0.01070  21.812       1  0.615551  0.773587 -5.498678  0.327769   \n",
       "9    0.01022  21.862       1  0.547037  0.798463 -5.011879  0.325996   \n",
       "10   0.01166  21.118       1  0.611137  0.776156 -5.249770  0.391002   \n",
       "11   0.01141  21.414       1  0.583390  0.792520 -4.960234  0.363566   \n",
       "12   0.00581  25.703       1  0.460600  0.646846 -6.547148  0.152813   \n",
       "13   0.01041  24.889       1  0.430166  0.665833 -5.660217  0.254989   \n",
       "14   0.00609  24.922       1  0.474791  0.654027 -6.105098  0.203653   \n",
       "15   0.00839  25.175       1  0.565924  0.658245 -5.340115  0.210185   \n",
       "16   0.01859  22.333       1  0.567380  0.644692 -5.440040  0.239764   \n",
       "17   0.02919  20.376       1  0.631099  0.605417 -2.931070  0.434326   \n",
       "18   0.03160  17.280       1  0.665318  0.719467 -3.949079  0.357870   \n",
       "19   0.03365  17.153       1  0.649554  0.686080 -4.554466  0.340176   \n",
       "20   0.03871  17.536       1  0.660125  0.704087 -4.095442  0.262564   \n",
       "21   0.01849  19.493       1  0.629017  0.698951 -5.186960  0.237622   \n",
       "22   0.01280  22.468       1  0.619060  0.679834 -4.330956  0.262384   \n",
       "23   0.01840  20.422       1  0.537264  0.686894 -5.248776  0.210279   \n",
       "24   0.01778  23.831       1  0.397937  0.732479 -5.557447  0.220890   \n",
       "25   0.02887  22.066       1  0.522746  0.737948 -5.571843  0.236853   \n",
       "26   0.01095  25.908       1  0.418622  0.720916 -6.183590  0.226278   \n",
       "27   0.01328  25.119       1  0.358773  0.726652 -6.271690  0.196102   \n",
       "28   0.00677  25.970       1  0.470478  0.676258 -7.120925  0.279789   \n",
       "29   0.01170  25.678       1  0.427785  0.723797 -6.635729  0.209866   \n",
       "30   0.00339  26.775       0  0.422229  0.741367 -7.348300  0.177551   \n",
       "31   0.00167  30.940       0  0.432439  0.742055 -7.682587  0.173319   \n",
       "32   0.00119  30.775       0  0.465946  0.738703 -7.067931  0.175181   \n",
       "33   0.00072  32.684       0  0.368535  0.742133 -7.695734  0.178540   \n",
       "34   0.00065  33.047       0  0.340068  0.741899 -7.964984  0.163519   \n",
       "35   0.00135  31.732       0  0.344252  0.742737 -7.777685  0.170183   \n",
       "36   0.00586  23.216       1  0.360148  0.778834 -6.149653  0.218037   \n",
       "37   0.00340  24.951       1  0.341435  0.783626 -6.006414  0.196371   \n",
       "38   0.00231  26.738       1  0.403884  0.766209 -6.452058  0.212294   \n",
       "39   0.00265  26.310       1  0.396793  0.758324 -6.006647  0.266892   \n",
       "40   0.00231  26.822       1  0.326480  0.765623 -6.647379  0.201095   \n",
       "41   0.00257  26.453       1  0.306443  0.759203 -7.044105  0.063412   \n",
       "42   0.00740  22.736       0  0.305062  0.654172 -7.310550  0.098648   \n",
       "43   0.00675  23.145       0  0.457702  0.634267 -6.793547  0.158266   \n",
       "44   0.00454  25.368       0  0.438296  0.635285 -7.057869  0.091608   \n",
       "45   0.00476  25.032       0  0.431285  0.638928 -6.995820  0.102083   \n",
       "46   0.00476  24.602       0  0.467489  0.631653 -7.156076  0.127642   \n",
       "47   0.00432  26.805       0  0.610367  0.635204 -7.319510  0.200873   \n",
       "48   0.00839  23.162       0  0.579597  0.733659 -6.439398  0.266392   \n",
       "49   0.00462  24.971       0  0.538688  0.754073 -6.482096  0.264967   \n",
       "50   0.00479  25.135       0  0.553134  0.775933 -6.650471  0.254498   \n",
       "51   0.00474  25.030       0  0.507504  0.760361 -6.689151  0.291954   \n",
       "52   0.00481  24.692       0  0.459766  0.766204 -7.072419  0.220434   \n",
       "53   0.00484  25.429       0  0.420383  0.785714 -6.836811  0.269866   \n",
       "54   0.01036  21.028       1  0.536009  0.819032 -4.649573  0.205558   \n",
       "55   0.01180  20.767       1  0.558586  0.811843 -4.333543  0.221727   \n",
       "56   0.00969  21.422       1  0.541781  0.821364 -4.438453  0.238298   \n",
       "57   0.00681  22.817       1  0.530529  0.817756 -4.608260  0.290024   \n",
       "58   0.00786  22.603       1  0.540049  0.813432 -4.476755  0.262633   \n",
       "59   0.01143  21.660       1  0.547975  0.817396 -4.609161  0.221711   \n",
       "60   0.00871  25.554       0  0.341788  0.678874 -7.040508  0.066994   \n",
       "61   0.00301  26.138       0  0.447979  0.686264 -7.293801  0.086372   \n",
       "62   0.00340  25.856       0  0.364867  0.694399 -6.966321  0.095882   \n",
       "63   0.00351  25.964       0  0.256570  0.683296 -7.245620  0.018689   \n",
       "64   0.00300  26.415       0  0.276850  0.673636 -7.496264  0.056844   \n",
       "65   0.00420  24.547       0  0.305429  0.681811 -7.314237  0.006274   \n",
       "66   0.02183  19.560       1  0.460139  0.720908 -5.409423  0.226850   \n",
       "67   0.02659  19.979       1  0.498133  0.729067 -5.324574  0.205660   \n",
       "68   0.04882  20.338       1  0.513237  0.731444 -5.869750  0.151814   \n",
       "69   0.02431  21.718       1  0.487407  0.727313 -6.261141  0.120956   \n",
       "70   0.02599  20.264       1  0.489345  0.730387 -5.720868  0.158830   \n",
       "71   0.03361  18.570       1  0.543299  0.733232 -5.207985  0.224852   \n",
       "72   0.00442  25.742       1  0.495954  0.762959 -5.791820  0.329066   \n",
       "73   0.00623  24.178       1  0.509127  0.789532 -5.389129  0.306636   \n",
       "74   0.00479  25.438       1  0.437031  0.815908 -5.313360  0.201861   \n",
       "75   0.00472  25.197       1  0.463514  0.807217 -5.477592  0.315074   \n",
       "76   0.00905  23.370       1  0.489538  0.789977 -5.775966  0.341169   \n",
       "77   0.00420  25.820       1  0.429484  0.816340 -5.391029  0.250572   \n",
       "78   0.01062  21.875       1  0.644954  0.779612 -5.115212  0.249494   \n",
       "79   0.02220  19.200       1  0.594387  0.790117 -4.913885  0.265699   \n",
       "80   0.01823  19.055       1  0.544805  0.770466 -4.441519  0.155097   \n",
       "81   0.01825  19.659       1  0.576084  0.778747 -5.132032  0.210458   \n",
       "82   0.01237  20.536       1  0.554610  0.787896 -5.022288  0.146948   \n",
       "83   0.00882  22.244       1  0.576644  0.772416 -6.025367  0.078202   \n",
       "84   0.05470  13.893       1  0.556494  0.729586 -5.288912  0.343073   \n",
       "85   0.02782  16.176       1  0.583574  0.727747 -5.657899  0.315903   \n",
       "86   0.03151  15.924       1  0.598714  0.712199 -6.366916  0.335753   \n",
       "87   0.04824  13.922       1  0.602874  0.740837 -5.515071  0.299549   \n",
       "88   0.04214  14.739       1  0.599371  0.743937 -5.783272  0.299793   \n",
       "89   0.07223  11.866       1  0.590951  0.745526 -4.379411  0.375531   \n",
       "90   0.08725  11.744       1  0.653410  0.733165 -4.508984  0.389232   \n",
       "91   0.01658  19.664       1  0.501037  0.714360 -6.411497  0.207156   \n",
       "92   0.01914  18.780       1  0.454444  0.734504 -5.952058  0.087840   \n",
       "93   0.01211  20.969       1  0.447456  0.697790 -6.152551  0.173520   \n",
       "94   0.00850  22.219       1  0.502380  0.712170 -6.251425  0.188056   \n",
       "95   0.01018  21.693       1  0.447285  0.705658 -6.247076  0.180528   \n",
       "96   0.00852  22.663       1  0.366329  0.693429 -6.417440  0.194627   \n",
       "97   0.08151  15.338       1  0.629574  0.714485 -4.020042  0.265315   \n",
       "98   0.10323  15.433       1  0.571010  0.690892 -5.159169  0.202146   \n",
       "99   0.16744  12.435       1  0.638545  0.674953 -3.760348  0.242861   \n",
       "100  0.31482   8.867       1  0.671299  0.656846 -3.700544  0.260481   \n",
       "101  0.11843  15.060       1  0.639808  0.643327 -4.202730  0.310163   \n",
       "102  0.25930  10.489       1  0.596362  0.641418 -3.269487  0.270641   \n",
       "103  0.00495  26.759       1  0.296888  0.722356 -6.878393  0.089267   \n",
       "104  0.00243  28.409       1  0.263654  0.691483 -7.111576  0.144780   \n",
       "105  0.00578  27.421       1  0.365488  0.719974 -6.997403  0.210279   \n",
       "106  0.00233  29.746       1  0.334171  0.677930 -6.981201  0.184550   \n",
       "107  0.00659  26.833       1  0.393563  0.700246 -6.600023  0.249172   \n",
       "108  0.00238  29.928       1  0.311369  0.676066 -6.739151  0.160686   \n",
       "109  0.00947  21.934       1  0.497554  0.740539 -5.845099  0.278679   \n",
       "110  0.00704  23.239       1  0.436084  0.727863 -5.258320  0.256454   \n",
       "111  0.00830  22.407       1  0.338097  0.712466 -6.471427  0.184378   \n",
       "112  0.01316  21.305       1  0.498877  0.722085 -4.876336  0.212054   \n",
       "113  0.00620  23.671       1  0.441097  0.722254 -5.963040  0.250283   \n",
       "114  0.01048  21.864       1  0.331508  0.715121 -6.729713  0.181701   \n",
       "115  0.06051  23.693       1  0.407701  0.662668 -4.673241  0.261549   \n",
       "116  0.01554  26.356       1  0.450798  0.653823 -6.051233  0.273280   \n",
       "117  0.01802  25.690       1  0.486738  0.676023 -4.597834  0.372114   \n",
       "118  0.00856  25.020       1  0.470422  0.655239 -4.913137  0.393056   \n",
       "119  0.00681  24.581       1  0.462516  0.582710 -5.517173  0.389295   \n",
       "120  0.02350  24.743       1  0.487756  0.684130 -6.186128  0.279933   \n",
       "121  0.01161  27.166       1  0.400088  0.656182 -4.711007  0.281618   \n",
       "122  0.01968  18.305       1  0.538016  0.741480 -5.418787  0.160267   \n",
       "123  0.01813  18.784       1  0.589956  0.732903 -5.445140  0.142466   \n",
       "124  0.02020  19.196       1  0.618663  0.728421 -5.944191  0.143359   \n",
       "125  0.01874  18.857       1  0.637518  0.735546 -5.594275  0.127950   \n",
       "126  0.01794  18.178       1  0.623209  0.738245 -5.540351  0.087165   \n",
       "127  0.01796  18.330       1  0.585169  0.736964 -5.825257  0.115697   \n",
       "128  0.01724  26.842       1  0.457541  0.699787 -6.890021  0.152941   \n",
       "129  0.00487  26.369       1  0.491345  0.718839 -5.892061  0.195976   \n",
       "130  0.01610  23.949       1  0.467160  0.724045 -6.135296  0.203630   \n",
       "131  0.01015  26.017       1  0.468621  0.735136 -6.112667  0.217013   \n",
       "132  0.00903  23.389       1  0.470972  0.721308 -5.436135  0.254909   \n",
       "133  0.00504  25.619       1  0.482296  0.723096 -6.448134  0.178713   \n",
       "134  0.03031  17.060       1  0.637814  0.744064 -5.301321  0.320385   \n",
       "135  0.02529  17.707       1  0.653427  0.706687 -5.333619  0.322044   \n",
       "136  0.02278  19.013       1  0.647900  0.708144 -4.378916  0.300067   \n",
       "137  0.03690  16.747       1  0.625362  0.708617 -4.654894  0.304107   \n",
       "138  0.02629  17.366       1  0.640945  0.701404 -5.634576  0.306014   \n",
       "139  0.01827  18.801       1  0.624811  0.696049 -5.866357  0.233070   \n",
       "140  0.02485  18.540       1  0.677131  0.685057 -4.796845  0.397749   \n",
       "141  0.04238  15.648       1  0.606344  0.665945 -5.410336  0.288917   \n",
       "142  0.01728  18.702       1  0.606273  0.661735 -5.585259  0.310746   \n",
       "143  0.02010  18.687       1  0.536102  0.632631 -5.898673  0.213353   \n",
       "144  0.01049  20.680       1  0.497480  0.630409 -6.132663  0.220617   \n",
       "145  0.01493  20.366       1  0.566849  0.574282 -5.456811  0.345238   \n",
       "146  0.07530  12.359       1  0.561610  0.793509 -3.297668  0.414758   \n",
       "147  0.06057  14.367       1  0.478024  0.768974 -4.276605  0.355736   \n",
       "148  0.08069  12.298       1  0.552870  0.764036 -3.377325  0.335357   \n",
       "149  0.07889  14.989       1  0.427627  0.775708 -4.892495  0.262281   \n",
       "150  0.10952  12.529       1  0.507826  0.762726 -4.484303  0.340256   \n",
       "151  0.21713   8.441       1  0.625866  0.768320 -2.434031  0.450493   \n",
       "152  0.16265   9.449       1  0.584164  0.754449 -2.839756  0.356224   \n",
       "153  0.04179  21.520       1  0.566867  0.670475 -4.865194  0.246404   \n",
       "154  0.04611  21.824       1  0.651680  0.659333 -4.239028  0.175691   \n",
       "155  0.02631  22.431       1  0.628300  0.652025 -3.583722  0.207914   \n",
       "156  0.03191  22.953       1  0.611679  0.623731 -5.435100  0.230532   \n",
       "157  0.10748  19.075       1  0.630547  0.646786 -3.444478  0.303214   \n",
       "158  0.03828  21.534       1  0.635015  0.627337 -5.070096  0.280091   \n",
       "159  0.02663  19.651       1  0.654945  0.675865 -5.498456  0.234196   \n",
       "160  0.02073  20.437       1  0.653139  0.694571 -5.185987  0.259229   \n",
       "161  0.02810  19.388       1  0.577802  0.684373 -5.283009  0.226528   \n",
       "162  0.02707  18.954       1  0.685151  0.719576 -5.529833  0.242750   \n",
       "163  0.01435  21.219       1  0.557045  0.673086 -5.617124  0.184896   \n",
       "164  0.03882  18.447       1  0.671378  0.674562 -2.929379  0.396746   \n",
       "165  0.00620  24.078       0  0.469928  0.628232 -6.816086  0.172270   \n",
       "166  0.00533  24.679       0  0.384868  0.626710 -7.018057  0.176316   \n",
       "167  0.00910  21.083       0  0.440988  0.628058 -7.517934  0.160414   \n",
       "168  0.01337  19.269       0  0.372222  0.725216 -5.736781  0.164529   \n",
       "169  0.00965  21.020       0  0.371837  0.646167 -7.169701  0.073298   \n",
       "170  0.01049  21.528       0  0.522812  0.646818 -7.304500  0.171088   \n",
       "171  0.00435  26.436       0  0.413295  0.756700 -6.323531  0.218885   \n",
       "172  0.00430  26.550       0  0.369090  0.776158 -6.085567  0.192375   \n",
       "173  0.00478  26.547       0  0.380253  0.766700 -5.943501  0.192150   \n",
       "174  0.00590  25.445       0  0.387482  0.756482 -6.012559  0.229298   \n",
       "175  0.00401  26.005       0  0.405991  0.761255 -5.966779  0.197938   \n",
       "176  0.00415  26.143       0  0.361232  0.763242 -6.016891  0.109256   \n",
       "177  0.00570  24.151       1  0.396610  0.745957 -6.486822  0.197919   \n",
       "178  0.00488  24.412       1  0.402591  0.762508 -6.311987  0.182459   \n",
       "179  0.00540  23.683       1  0.398499  0.778349 -5.711205  0.240875   \n",
       "180  0.00611  23.133       1  0.352396  0.759320 -6.261446  0.183218   \n",
       "181  0.00639  22.866       1  0.408598  0.768845 -5.704053  0.216204   \n",
       "182  0.00595  23.008       1  0.329577  0.757180 -6.277170  0.109397   \n",
       "183  0.00955  23.079       0  0.603515  0.669565 -5.619070  0.191576   \n",
       "184  0.01179  22.085       0  0.663842  0.656516 -5.198864  0.206768   \n",
       "185  0.00737  24.199       0  0.598515  0.654331 -5.592584  0.133917   \n",
       "186  0.01397  23.958       0  0.566424  0.667654 -6.431119  0.153310   \n",
       "187  0.00680  25.023       0  0.528485  0.663884 -6.359018  0.116636   \n",
       "188  0.00703  24.775       0  0.555303  0.659132 -6.710219  0.149694   \n",
       "189  0.04441  19.368       0  0.508479  0.683761 -6.934474  0.159890   \n",
       "190  0.02764  19.517       0  0.448439  0.657899 -6.538586  0.121952   \n",
       "191  0.01810  19.147       0  0.431674  0.683244 -6.195325  0.129303   \n",
       "192  0.10715  17.883       0  0.407567  0.655683 -6.787197  0.158453   \n",
       "193  0.07223  19.020       0  0.451221  0.643956 -6.744577  0.207454   \n",
       "194  0.04398  21.209       0  0.462803  0.664357 -5.724056  0.190667   \n",
       "\n",
       "           D2       PPE  \n",
       "0    2.301442  0.284654  \n",
       "1    2.486855  0.368674  \n",
       "2    2.342259  0.332634  \n",
       "3    2.405554  0.368975  \n",
       "4    2.332180  0.410335  \n",
       "5    2.187560  0.357775  \n",
       "6    1.854785  0.211756  \n",
       "7    2.064693  0.163755  \n",
       "8    2.322511  0.231571  \n",
       "9    2.432792  0.271362  \n",
       "10   2.407313  0.249740  \n",
       "11   2.642476  0.275931  \n",
       "12   2.041277  0.138512  \n",
       "13   2.519422  0.199889  \n",
       "14   2.125618  0.170100  \n",
       "15   2.205546  0.234589  \n",
       "16   2.264501  0.218164  \n",
       "17   3.007463  0.430788  \n",
       "18   3.109010  0.377429  \n",
       "19   2.856676  0.322111  \n",
       "20   2.739710  0.365391  \n",
       "21   2.557536  0.259765  \n",
       "22   2.916777  0.285695  \n",
       "23   2.547508  0.253556  \n",
       "24   2.692176  0.215961  \n",
       "25   2.846369  0.219514  \n",
       "26   2.589702  0.147403  \n",
       "27   2.314209  0.162999  \n",
       "28   2.241742  0.108514  \n",
       "29   1.957961  0.135242  \n",
       "30   1.743867  0.085569  \n",
       "31   2.103106  0.068501  \n",
       "32   1.512275  0.096320  \n",
       "33   1.544609  0.056141  \n",
       "34   1.423287  0.044539  \n",
       "35   2.447064  0.057610  \n",
       "36   2.477082  0.165827  \n",
       "37   2.536527  0.173218  \n",
       "38   2.269398  0.141929  \n",
       "39   2.382544  0.160691  \n",
       "40   2.374073  0.130554  \n",
       "41   2.361532  0.115730  \n",
       "42   2.416838  0.095032  \n",
       "43   2.256699  0.117399  \n",
       "44   2.330716  0.091470  \n",
       "45   2.365800  0.102706  \n",
       "46   2.392122  0.097336  \n",
       "47   2.028612  0.086398  \n",
       "48   2.079922  0.133867  \n",
       "49   2.054419  0.128872  \n",
       "50   1.840198  0.103561  \n",
       "51   2.431854  0.105993  \n",
       "52   1.972297  0.119308  \n",
       "53   2.223719  0.147491  \n",
       "54   1.986899  0.316700  \n",
       "55   2.014606  0.344834  \n",
       "56   1.922940  0.335041  \n",
       "57   2.021591  0.314464  \n",
       "58   1.827012  0.326197  \n",
       "59   1.831691  0.316395  \n",
       "60   2.460791  0.101516  \n",
       "61   2.321560  0.098555  \n",
       "62   2.278687  0.103224  \n",
       "63   2.498224  0.093534  \n",
       "64   2.003032  0.073581  \n",
       "65   2.118596  0.091546  \n",
       "66   2.359973  0.226156  \n",
       "67   2.291558  0.226247  \n",
       "68   2.118496  0.185580  \n",
       "69   2.137075  0.141958  \n",
       "70   2.277927  0.180828  \n",
       "71   2.642276  0.242981  \n",
       "72   2.205024  0.188180  \n",
       "73   1.928708  0.225461  \n",
       "74   2.225815  0.244512  \n",
       "75   1.862092  0.228624  \n",
       "76   2.007923  0.193918  \n",
       "77   1.777901  0.232744  \n",
       "78   2.017753  0.260015  \n",
       "79   2.398422  0.277948  \n",
       "80   2.645959  0.327978  \n",
       "81   2.232576  0.260633  \n",
       "82   2.428306  0.264666  \n",
       "83   2.053601  0.177275  \n",
       "84   3.099301  0.242119  \n",
       "85   3.098256  0.200423  \n",
       "86   2.654271  0.144614  \n",
       "87   3.136550  0.220968  \n",
       "88   3.007096  0.194052  \n",
       "89   3.671155  0.332086  \n",
       "90   3.317586  0.301952  \n",
       "91   2.344876  0.134120  \n",
       "92   2.344336  0.186489  \n",
       "93   2.080121  0.160809  \n",
       "94   2.143851  0.160812  \n",
       "95   2.344348  0.164916  \n",
       "96   2.473239  0.151709  \n",
       "97   2.671825  0.340623  \n",
       "98   2.441612  0.260375  \n",
       "99   2.634633  0.378483  \n",
       "100  2.991063  0.370961  \n",
       "101  2.638279  0.356881  \n",
       "102  2.690917  0.444774  \n",
       "103  2.004055  0.113942  \n",
       "104  2.065477  0.093193  \n",
       "105  1.994387  0.112878  \n",
       "106  2.129924  0.106802  \n",
       "107  2.499148  0.105306  \n",
       "108  2.296873  0.115130  \n",
       "109  2.608749  0.185668  \n",
       "110  2.550961  0.232520  \n",
       "111  2.502336  0.136390  \n",
       "112  2.376749  0.268144  \n",
       "113  2.489191  0.177807  \n",
       "114  2.938114  0.115515  \n",
       "115  2.702355  0.274407  \n",
       "116  2.640798  0.170106  \n",
       "117  2.975889  0.282780  \n",
       "118  2.816781  0.251972  \n",
       "119  2.925862  0.220657  \n",
       "120  2.686240  0.152428  \n",
       "121  2.655744  0.234809  \n",
       "122  2.090438  0.229892  \n",
       "123  2.174306  0.215558  \n",
       "124  1.929715  0.181988  \n",
       "125  1.765957  0.222716  \n",
       "126  1.821297  0.214075  \n",
       "127  1.996146  0.196535  \n",
       "128  2.328513  0.112856  \n",
       "129  2.108873  0.183572  \n",
       "130  2.539724  0.169923  \n",
       "131  2.527742  0.170633  \n",
       "132  2.516320  0.232209  \n",
       "133  2.034827  0.141422  \n",
       "134  2.375138  0.243080  \n",
       "135  2.631793  0.228319  \n",
       "136  2.445502  0.259451  \n",
       "137  2.672362  0.274387  \n",
       "138  2.419253  0.209191  \n",
       "139  2.445646  0.184985  \n",
       "140  2.963799  0.277227  \n",
       "141  2.665133  0.231723  \n",
       "142  2.465528  0.209863  \n",
       "143  2.470746  0.189032  \n",
       "144  2.576563  0.159777  \n",
       "145  2.840556  0.232861  \n",
       "146  3.413649  0.457533  \n",
       "147  3.142364  0.336085  \n",
       "148  3.274865  0.418646  \n",
       "149  2.910213  0.270173  \n",
       "150  2.958815  0.301487  \n",
       "151  3.079221  0.527367  \n",
       "152  3.184027  0.454721  \n",
       "153  2.013530  0.168581  \n",
       "154  2.451130  0.247455  \n",
       "155  2.439597  0.206256  \n",
       "156  2.699645  0.220546  \n",
       "157  2.964568  0.261305  \n",
       "158  2.892300  0.249703  \n",
       "159  2.103014  0.216638  \n",
       "160  2.151121  0.244948  \n",
       "161  2.442906  0.238281  \n",
       "162  2.408689  0.220520  \n",
       "163  1.871871  0.212386  \n",
       "164  2.560422  0.367233  \n",
       "165  2.235197  0.119652  \n",
       "166  1.852402  0.091604  \n",
       "167  1.881767  0.075587  \n",
       "168  2.882450  0.202879  \n",
       "169  2.266432  0.100881  \n",
       "170  2.095237  0.096220  \n",
       "171  2.193412  0.160376  \n",
       "172  1.889002  0.174152  \n",
       "173  1.852542  0.179677  \n",
       "174  1.872946  0.163118  \n",
       "175  1.974857  0.184067  \n",
       "176  2.004719  0.174429  \n",
       "177  2.449763  0.132703  \n",
       "178  2.251553  0.160306  \n",
       "179  2.845109  0.192730  \n",
       "180  2.264226  0.144105  \n",
       "181  2.679185  0.197710  \n",
       "182  2.209021  0.156368  \n",
       "183  2.027228  0.215724  \n",
       "184  2.120412  0.252404  \n",
       "185  2.058658  0.214346  \n",
       "186  2.161936  0.120605  \n",
       "187  2.152083  0.138868  \n",
       "188  1.913990  0.121777  \n",
       "189  2.316346  0.112838  \n",
       "190  2.657476  0.133050  \n",
       "191  2.784312  0.168895  \n",
       "192  2.679772  0.131728  \n",
       "193  2.138608  0.123306  \n",
       "194  2.555477  0.148569  "
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.set_option(\"display.max_columns\",None)\n",
    "pd.set_option(\"display.max_rows\",None)\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "        vertical-align: middle;\n",
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       "\n",
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       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>name</th>\n",
       "      <th>MDVP:Fo(Hz)</th>\n",
       "      <th>MDVP:Fhi(Hz)</th>\n",
       "      <th>MDVP:Flo(Hz)</th>\n",
       "      <th>MDVP:Jitter(%)</th>\n",
       "      <th>MDVP:Jitter(Abs)</th>\n",
       "      <th>MDVP:RAP</th>\n",
       "      <th>MDVP:PPQ</th>\n",
       "      <th>Jitter:DDP</th>\n",
       "      <th>MDVP:Shimmer</th>\n",
       "      <th>MDVP:Shimmer(dB)</th>\n",
       "      <th>Shimmer:APQ3</th>\n",
       "      <th>Shimmer:APQ5</th>\n",
       "      <th>MDVP:APQ</th>\n",
       "      <th>Shimmer:DDA</th>\n",
       "      <th>NHR</th>\n",
       "      <th>HNR</th>\n",
       "      <th>status</th>\n",
       "      <th>RPDE</th>\n",
       "      <th>DFA</th>\n",
       "      <th>spread1</th>\n",
       "      <th>spread2</th>\n",
       "      <th>D2</th>\n",
       "      <th>PPE</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>phon_R01_S01_1</td>\n",
       "      <td>119.992</td>\n",
       "      <td>157.302</td>\n",
       "      <td>74.997</td>\n",
       "      <td>0.00784</td>\n",
       "      <td>0.00007</td>\n",
       "      <td>0.00370</td>\n",
       "      <td>0.00554</td>\n",
       "      <td>0.01109</td>\n",
       "      <td>0.04374</td>\n",
       "      <td>0.426</td>\n",
       "      <td>0.02182</td>\n",
       "      <td>0.03130</td>\n",
       "      <td>0.02971</td>\n",
       "      <td>0.06545</td>\n",
       "      <td>0.02211</td>\n",
       "      <td>21.033</td>\n",
       "      <td>1</td>\n",
       "      <td>0.414783</td>\n",
       "      <td>0.815285</td>\n",
       "      <td>-4.813031</td>\n",
       "      <td>0.266482</td>\n",
       "      <td>2.301442</td>\n",
       "      <td>0.284654</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>phon_R01_S01_2</td>\n",
       "      <td>122.400</td>\n",
       "      <td>148.650</td>\n",
       "      <td>113.819</td>\n",
       "      <td>0.00968</td>\n",
       "      <td>0.00008</td>\n",
       "      <td>0.00465</td>\n",
       "      <td>0.00696</td>\n",
       "      <td>0.01394</td>\n",
       "      <td>0.06134</td>\n",
       "      <td>0.626</td>\n",
       "      <td>0.03134</td>\n",
       "      <td>0.04518</td>\n",
       "      <td>0.04368</td>\n",
       "      <td>0.09403</td>\n",
       "      <td>0.01929</td>\n",
       "      <td>19.085</td>\n",
       "      <td>1</td>\n",
       "      <td>0.458359</td>\n",
       "      <td>0.819521</td>\n",
       "      <td>-4.075192</td>\n",
       "      <td>0.335590</td>\n",
       "      <td>2.486855</td>\n",
       "      <td>0.368674</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>phon_R01_S01_3</td>\n",
       "      <td>116.682</td>\n",
       "      <td>131.111</td>\n",
       "      <td>111.555</td>\n",
       "      <td>0.01050</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.00544</td>\n",
       "      <td>0.00781</td>\n",
       "      <td>0.01633</td>\n",
       "      <td>0.05233</td>\n",
       "      <td>0.482</td>\n",
       "      <td>0.02757</td>\n",
       "      <td>0.03858</td>\n",
       "      <td>0.03590</td>\n",
       "      <td>0.08270</td>\n",
       "      <td>0.01309</td>\n",
       "      <td>20.651</td>\n",
       "      <td>1</td>\n",
       "      <td>0.429895</td>\n",
       "      <td>0.825288</td>\n",
       "      <td>-4.443179</td>\n",
       "      <td>0.311173</td>\n",
       "      <td>2.342259</td>\n",
       "      <td>0.332634</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>phon_R01_S01_4</td>\n",
       "      <td>116.676</td>\n",
       "      <td>137.871</td>\n",
       "      <td>111.366</td>\n",
       "      <td>0.00997</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.00502</td>\n",
       "      <td>0.00698</td>\n",
       "      <td>0.01505</td>\n",
       "      <td>0.05492</td>\n",
       "      <td>0.517</td>\n",
       "      <td>0.02924</td>\n",
       "      <td>0.04005</td>\n",
       "      <td>0.03772</td>\n",
       "      <td>0.08771</td>\n",
       "      <td>0.01353</td>\n",
       "      <td>20.644</td>\n",
       "      <td>1</td>\n",
       "      <td>0.434969</td>\n",
       "      <td>0.819235</td>\n",
       "      <td>-4.117501</td>\n",
       "      <td>0.334147</td>\n",
       "      <td>2.405554</td>\n",
       "      <td>0.368975</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>phon_R01_S01_5</td>\n",
       "      <td>116.014</td>\n",
       "      <td>141.781</td>\n",
       "      <td>110.655</td>\n",
       "      <td>0.01284</td>\n",
       "      <td>0.00011</td>\n",
       "      <td>0.00655</td>\n",
       "      <td>0.00908</td>\n",
       "      <td>0.01966</td>\n",
       "      <td>0.06425</td>\n",
       "      <td>0.584</td>\n",
       "      <td>0.03490</td>\n",
       "      <td>0.04825</td>\n",
       "      <td>0.04465</td>\n",
       "      <td>0.10470</td>\n",
       "      <td>0.01767</td>\n",
       "      <td>19.649</td>\n",
       "      <td>1</td>\n",
       "      <td>0.417356</td>\n",
       "      <td>0.823484</td>\n",
       "      <td>-3.747787</td>\n",
       "      <td>0.234513</td>\n",
       "      <td>2.332180</td>\n",
       "      <td>0.410335</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "             name  MDVP:Fo(Hz)  MDVP:Fhi(Hz)  MDVP:Flo(Hz)  MDVP:Jitter(%)  \\\n",
       "0  phon_R01_S01_1      119.992       157.302        74.997         0.00784   \n",
       "1  phon_R01_S01_2      122.400       148.650       113.819         0.00968   \n",
       "2  phon_R01_S01_3      116.682       131.111       111.555         0.01050   \n",
       "3  phon_R01_S01_4      116.676       137.871       111.366         0.00997   \n",
       "4  phon_R01_S01_5      116.014       141.781       110.655         0.01284   \n",
       "\n",
       "   MDVP:Jitter(Abs)  MDVP:RAP  MDVP:PPQ  Jitter:DDP  MDVP:Shimmer  \\\n",
       "0           0.00007   0.00370   0.00554     0.01109       0.04374   \n",
       "1           0.00008   0.00465   0.00696     0.01394       0.06134   \n",
       "2           0.00009   0.00544   0.00781     0.01633       0.05233   \n",
       "3           0.00009   0.00502   0.00698     0.01505       0.05492   \n",
       "4           0.00011   0.00655   0.00908     0.01966       0.06425   \n",
       "\n",
       "   MDVP:Shimmer(dB)  Shimmer:APQ3  Shimmer:APQ5  MDVP:APQ  Shimmer:DDA  \\\n",
       "0             0.426       0.02182       0.03130   0.02971      0.06545   \n",
       "1             0.626       0.03134       0.04518   0.04368      0.09403   \n",
       "2             0.482       0.02757       0.03858   0.03590      0.08270   \n",
       "3             0.517       0.02924       0.04005   0.03772      0.08771   \n",
       "4             0.584       0.03490       0.04825   0.04465      0.10470   \n",
       "\n",
       "       NHR     HNR  status      RPDE       DFA   spread1   spread2        D2  \\\n",
       "0  0.02211  21.033       1  0.414783  0.815285 -4.813031  0.266482  2.301442   \n",
       "1  0.01929  19.085       1  0.458359  0.819521 -4.075192  0.335590  2.486855   \n",
       "2  0.01309  20.651       1  0.429895  0.825288 -4.443179  0.311173  2.342259   \n",
       "3  0.01353  20.644       1  0.434969  0.819235 -4.117501  0.334147  2.405554   \n",
       "4  0.01767  19.649       1  0.417356  0.823484 -3.747787  0.234513  2.332180   \n",
       "\n",
       "        PPE  \n",
       "0  0.284654  \n",
       "1  0.368674  \n",
       "2  0.332634  \n",
       "3  0.368975  \n",
       "4  0.410335  "
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 195 entries, 0 to 194\n",
      "Data columns (total 24 columns):\n",
      " #   Column            Non-Null Count  Dtype  \n",
      "---  ------            --------------  -----  \n",
      " 0   name              195 non-null    object \n",
      " 1   MDVP:Fo(Hz)       195 non-null    float64\n",
      " 2   MDVP:Fhi(Hz)      195 non-null    float64\n",
      " 3   MDVP:Flo(Hz)      195 non-null    float64\n",
      " 4   MDVP:Jitter(%)    195 non-null    float64\n",
      " 5   MDVP:Jitter(Abs)  195 non-null    float64\n",
      " 6   MDVP:RAP          195 non-null    float64\n",
      " 7   MDVP:PPQ          195 non-null    float64\n",
      " 8   Jitter:DDP        195 non-null    float64\n",
      " 9   MDVP:Shimmer      195 non-null    float64\n",
      " 10  MDVP:Shimmer(dB)  195 non-null    float64\n",
      " 11  Shimmer:APQ3      195 non-null    float64\n",
      " 12  Shimmer:APQ5      195 non-null    float64\n",
      " 13  MDVP:APQ          195 non-null    float64\n",
      " 14  Shimmer:DDA       195 non-null    float64\n",
      " 15  NHR               195 non-null    float64\n",
      " 16  HNR               195 non-null    float64\n",
      " 17  status            195 non-null    int64  \n",
      " 18  RPDE              195 non-null    float64\n",
      " 19  DFA               195 non-null    float64\n",
      " 20  spread1           195 non-null    float64\n",
      " 21  spread2           195 non-null    float64\n",
      " 22  D2                195 non-null    float64\n",
      " 23  PPE               195 non-null    float64\n",
      "dtypes: float64(22), int64(1), object(1)\n",
      "memory usage: 36.7+ KB\n"
     ]
    }
   ],
   "source": [
    "df.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>MDVP:Fo(Hz)</th>\n",
       "      <th>MDVP:Fhi(Hz)</th>\n",
       "      <th>MDVP:Flo(Hz)</th>\n",
       "      <th>MDVP:Jitter(%)</th>\n",
       "      <th>MDVP:Jitter(Abs)</th>\n",
       "      <th>MDVP:RAP</th>\n",
       "      <th>MDVP:PPQ</th>\n",
       "      <th>Jitter:DDP</th>\n",
       "      <th>MDVP:Shimmer</th>\n",
       "      <th>MDVP:Shimmer(dB)</th>\n",
       "      <th>Shimmer:APQ3</th>\n",
       "      <th>Shimmer:APQ5</th>\n",
       "      <th>MDVP:APQ</th>\n",
       "      <th>Shimmer:DDA</th>\n",
       "      <th>NHR</th>\n",
       "      <th>HNR</th>\n",
       "      <th>status</th>\n",
       "      <th>RPDE</th>\n",
       "      <th>DFA</th>\n",
       "      <th>spread1</th>\n",
       "      <th>spread2</th>\n",
       "      <th>D2</th>\n",
       "      <th>PPE</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>195.000000</td>\n",
       "      <td>195.000000</td>\n",
       "      <td>195.000000</td>\n",
       "      <td>195.000000</td>\n",
       "      <td>195.000000</td>\n",
       "      <td>195.000000</td>\n",
       "      <td>195.000000</td>\n",
       "      <td>195.000000</td>\n",
       "      <td>195.000000</td>\n",
       "      <td>195.000000</td>\n",
       "      <td>195.000000</td>\n",
       "      <td>195.000000</td>\n",
       "      <td>195.000000</td>\n",
       "      <td>195.000000</td>\n",
       "      <td>195.000000</td>\n",
       "      <td>195.000000</td>\n",
       "      <td>195.000000</td>\n",
       "      <td>195.000000</td>\n",
       "      <td>195.000000</td>\n",
       "      <td>195.000000</td>\n",
       "      <td>195.000000</td>\n",
       "      <td>195.000000</td>\n",
       "      <td>195.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>154.228641</td>\n",
       "      <td>197.104918</td>\n",
       "      <td>116.324631</td>\n",
       "      <td>0.006220</td>\n",
       "      <td>0.000044</td>\n",
       "      <td>0.003306</td>\n",
       "      <td>0.003446</td>\n",
       "      <td>0.009920</td>\n",
       "      <td>0.029709</td>\n",
       "      <td>0.282251</td>\n",
       "      <td>0.015664</td>\n",
       "      <td>0.017878</td>\n",
       "      <td>0.024081</td>\n",
       "      <td>0.046993</td>\n",
       "      <td>0.024847</td>\n",
       "      <td>21.885974</td>\n",
       "      <td>0.753846</td>\n",
       "      <td>0.498536</td>\n",
       "      <td>0.718099</td>\n",
       "      <td>-5.684397</td>\n",
       "      <td>0.226510</td>\n",
       "      <td>2.381826</td>\n",
       "      <td>0.206552</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>41.390065</td>\n",
       "      <td>91.491548</td>\n",
       "      <td>43.521413</td>\n",
       "      <td>0.004848</td>\n",
       "      <td>0.000035</td>\n",
       "      <td>0.002968</td>\n",
       "      <td>0.002759</td>\n",
       "      <td>0.008903</td>\n",
       "      <td>0.018857</td>\n",
       "      <td>0.194877</td>\n",
       "      <td>0.010153</td>\n",
       "      <td>0.012024</td>\n",
       "      <td>0.016947</td>\n",
       "      <td>0.030459</td>\n",
       "      <td>0.040418</td>\n",
       "      <td>4.425764</td>\n",
       "      <td>0.431878</td>\n",
       "      <td>0.103942</td>\n",
       "      <td>0.055336</td>\n",
       "      <td>1.090208</td>\n",
       "      <td>0.083406</td>\n",
       "      <td>0.382799</td>\n",
       "      <td>0.090119</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>88.333000</td>\n",
       "      <td>102.145000</td>\n",
       "      <td>65.476000</td>\n",
       "      <td>0.001680</td>\n",
       "      <td>0.000007</td>\n",
       "      <td>0.000680</td>\n",
       "      <td>0.000920</td>\n",
       "      <td>0.002040</td>\n",
       "      <td>0.009540</td>\n",
       "      <td>0.085000</td>\n",
       "      <td>0.004550</td>\n",
       "      <td>0.005700</td>\n",
       "      <td>0.007190</td>\n",
       "      <td>0.013640</td>\n",
       "      <td>0.000650</td>\n",
       "      <td>8.441000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.256570</td>\n",
       "      <td>0.574282</td>\n",
       "      <td>-7.964984</td>\n",
       "      <td>0.006274</td>\n",
       "      <td>1.423287</td>\n",
       "      <td>0.044539</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>117.572000</td>\n",
       "      <td>134.862500</td>\n",
       "      <td>84.291000</td>\n",
       "      <td>0.003460</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.001660</td>\n",
       "      <td>0.001860</td>\n",
       "      <td>0.004985</td>\n",
       "      <td>0.016505</td>\n",
       "      <td>0.148500</td>\n",
       "      <td>0.008245</td>\n",
       "      <td>0.009580</td>\n",
       "      <td>0.013080</td>\n",
       "      <td>0.024735</td>\n",
       "      <td>0.005925</td>\n",
       "      <td>19.198000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.421306</td>\n",
       "      <td>0.674758</td>\n",
       "      <td>-6.450096</td>\n",
       "      <td>0.174351</td>\n",
       "      <td>2.099125</td>\n",
       "      <td>0.137451</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>148.790000</td>\n",
       "      <td>175.829000</td>\n",
       "      <td>104.315000</td>\n",
       "      <td>0.004940</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>0.002500</td>\n",
       "      <td>0.002690</td>\n",
       "      <td>0.007490</td>\n",
       "      <td>0.022970</td>\n",
       "      <td>0.221000</td>\n",
       "      <td>0.012790</td>\n",
       "      <td>0.013470</td>\n",
       "      <td>0.018260</td>\n",
       "      <td>0.038360</td>\n",
       "      <td>0.011660</td>\n",
       "      <td>22.085000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.495954</td>\n",
       "      <td>0.722254</td>\n",
       "      <td>-5.720868</td>\n",
       "      <td>0.218885</td>\n",
       "      <td>2.361532</td>\n",
       "      <td>0.194052</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>182.769000</td>\n",
       "      <td>224.205500</td>\n",
       "      <td>140.018500</td>\n",
       "      <td>0.007365</td>\n",
       "      <td>0.000060</td>\n",
       "      <td>0.003835</td>\n",
       "      <td>0.003955</td>\n",
       "      <td>0.011505</td>\n",
       "      <td>0.037885</td>\n",
       "      <td>0.350000</td>\n",
       "      <td>0.020265</td>\n",
       "      <td>0.022380</td>\n",
       "      <td>0.029400</td>\n",
       "      <td>0.060795</td>\n",
       "      <td>0.025640</td>\n",
       "      <td>25.075500</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.587562</td>\n",
       "      <td>0.761881</td>\n",
       "      <td>-5.046192</td>\n",
       "      <td>0.279234</td>\n",
       "      <td>2.636456</td>\n",
       "      <td>0.252980</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>260.105000</td>\n",
       "      <td>592.030000</td>\n",
       "      <td>239.170000</td>\n",
       "      <td>0.033160</td>\n",
       "      <td>0.000260</td>\n",
       "      <td>0.021440</td>\n",
       "      <td>0.019580</td>\n",
       "      <td>0.064330</td>\n",
       "      <td>0.119080</td>\n",
       "      <td>1.302000</td>\n",
       "      <td>0.056470</td>\n",
       "      <td>0.079400</td>\n",
       "      <td>0.137780</td>\n",
       "      <td>0.169420</td>\n",
       "      <td>0.314820</td>\n",
       "      <td>33.047000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.685151</td>\n",
       "      <td>0.825288</td>\n",
       "      <td>-2.434031</td>\n",
       "      <td>0.450493</td>\n",
       "      <td>3.671155</td>\n",
       "      <td>0.527367</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       MDVP:Fo(Hz)  MDVP:Fhi(Hz)  MDVP:Flo(Hz)  MDVP:Jitter(%)  \\\n",
       "count   195.000000    195.000000    195.000000      195.000000   \n",
       "mean    154.228641    197.104918    116.324631        0.006220   \n",
       "std      41.390065     91.491548     43.521413        0.004848   \n",
       "min      88.333000    102.145000     65.476000        0.001680   \n",
       "25%     117.572000    134.862500     84.291000        0.003460   \n",
       "50%     148.790000    175.829000    104.315000        0.004940   \n",
       "75%     182.769000    224.205500    140.018500        0.007365   \n",
       "max     260.105000    592.030000    239.170000        0.033160   \n",
       "\n",
       "       MDVP:Jitter(Abs)    MDVP:RAP    MDVP:PPQ  Jitter:DDP  MDVP:Shimmer  \\\n",
       "count        195.000000  195.000000  195.000000  195.000000    195.000000   \n",
       "mean           0.000044    0.003306    0.003446    0.009920      0.029709   \n",
       "std            0.000035    0.002968    0.002759    0.008903      0.018857   \n",
       "min            0.000007    0.000680    0.000920    0.002040      0.009540   \n",
       "25%            0.000020    0.001660    0.001860    0.004985      0.016505   \n",
       "50%            0.000030    0.002500    0.002690    0.007490      0.022970   \n",
       "75%            0.000060    0.003835    0.003955    0.011505      0.037885   \n",
       "max            0.000260    0.021440    0.019580    0.064330      0.119080   \n",
       "\n",
       "       MDVP:Shimmer(dB)  Shimmer:APQ3  Shimmer:APQ5    MDVP:APQ  Shimmer:DDA  \\\n",
       "count        195.000000    195.000000    195.000000  195.000000   195.000000   \n",
       "mean           0.282251      0.015664      0.017878    0.024081     0.046993   \n",
       "std            0.194877      0.010153      0.012024    0.016947     0.030459   \n",
       "min            0.085000      0.004550      0.005700    0.007190     0.013640   \n",
       "25%            0.148500      0.008245      0.009580    0.013080     0.024735   \n",
       "50%            0.221000      0.012790      0.013470    0.018260     0.038360   \n",
       "75%            0.350000      0.020265      0.022380    0.029400     0.060795   \n",
       "max            1.302000      0.056470      0.079400    0.137780     0.169420   \n",
       "\n",
       "              NHR         HNR      status        RPDE         DFA     spread1  \\\n",
       "count  195.000000  195.000000  195.000000  195.000000  195.000000  195.000000   \n",
       "mean     0.024847   21.885974    0.753846    0.498536    0.718099   -5.684397   \n",
       "std      0.040418    4.425764    0.431878    0.103942    0.055336    1.090208   \n",
       "min      0.000650    8.441000    0.000000    0.256570    0.574282   -7.964984   \n",
       "25%      0.005925   19.198000    1.000000    0.421306    0.674758   -6.450096   \n",
       "50%      0.011660   22.085000    1.000000    0.495954    0.722254   -5.720868   \n",
       "75%      0.025640   25.075500    1.000000    0.587562    0.761881   -5.046192   \n",
       "max      0.314820   33.047000    1.000000    0.685151    0.825288   -2.434031   \n",
       "\n",
       "          spread2          D2         PPE  \n",
       "count  195.000000  195.000000  195.000000  \n",
       "mean     0.226510    2.381826    0.206552  \n",
       "std      0.083406    0.382799    0.090119  \n",
       "min      0.006274    1.423287    0.044539  \n",
       "25%      0.174351    2.099125    0.137451  \n",
       "50%      0.218885    2.361532    0.194052  \n",
       "75%      0.279234    2.636456    0.252980  \n",
       "max      0.450493    3.671155    0.527367  "
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(195, 24)"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "name                0\n",
       "MDVP:Fo(Hz)         0\n",
       "MDVP:Fhi(Hz)        0\n",
       "MDVP:Flo(Hz)        0\n",
       "MDVP:Jitter(%)      0\n",
       "MDVP:Jitter(Abs)    0\n",
       "MDVP:RAP            0\n",
       "MDVP:PPQ            0\n",
       "Jitter:DDP          0\n",
       "MDVP:Shimmer        0\n",
       "MDVP:Shimmer(dB)    0\n",
       "Shimmer:APQ3        0\n",
       "Shimmer:APQ5        0\n",
       "MDVP:APQ            0\n",
       "Shimmer:DDA         0\n",
       "NHR                 0\n",
       "HNR                 0\n",
       "status              0\n",
       "RPDE                0\n",
       "DFA                 0\n",
       "spread1             0\n",
       "spread2             0\n",
       "D2                  0\n",
       "PPE                 0\n",
       "dtype: int64"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.isnull().sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "status\n",
       "1    147\n",
       "0     48\n",
       "Name: count, dtype: int64"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df['status'].value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "ename": "TypeError",
     "evalue": "agg function failed [how->mean,dtype->object]",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
      "File \u001b[1;32m~\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.12_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python312\\site-packages\\pandas\\core\\groupby\\groupby.py:1942\u001b[0m, in \u001b[0;36mGroupBy._agg_py_fallback\u001b[1;34m(self, how, values, ndim, alt)\u001b[0m\n\u001b[0;32m   1941\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m-> 1942\u001b[0m     res_values \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_grouper\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43magg_series\u001b[49m\u001b[43m(\u001b[49m\u001b[43mser\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43malt\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mpreserve_dtype\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mTrue\u001b[39;49;00m\u001b[43m)\u001b[49m\n\u001b[0;32m   1943\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mException\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m err:\n",
      "File \u001b[1;32m~\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.12_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python312\\site-packages\\pandas\\core\\groupby\\ops.py:863\u001b[0m, in \u001b[0;36mBaseGrouper.agg_series\u001b[1;34m(self, obj, func, preserve_dtype)\u001b[0m\n\u001b[0;32m    861\u001b[0m     preserve_dtype \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m\n\u001b[1;32m--> 863\u001b[0m result \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_aggregate_series_pure_python\u001b[49m\u001b[43m(\u001b[49m\u001b[43mobj\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mfunc\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    865\u001b[0m npvalues \u001b[38;5;241m=\u001b[39m lib\u001b[38;5;241m.\u001b[39mmaybe_convert_objects(result, try_float\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m)\n",
      "File \u001b[1;32m~\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.12_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python312\\site-packages\\pandas\\core\\groupby\\ops.py:884\u001b[0m, in \u001b[0;36mBaseGrouper._aggregate_series_pure_python\u001b[1;34m(self, obj, func)\u001b[0m\n\u001b[0;32m    883\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m i, group \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28menumerate\u001b[39m(splitter):\n\u001b[1;32m--> 884\u001b[0m     res \u001b[38;5;241m=\u001b[39m \u001b[43mfunc\u001b[49m\u001b[43m(\u001b[49m\u001b[43mgroup\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    885\u001b[0m     res \u001b[38;5;241m=\u001b[39m extract_result(res)\n",
      "File \u001b[1;32m~\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.12_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python312\\site-packages\\pandas\\core\\groupby\\groupby.py:2454\u001b[0m, in \u001b[0;36mGroupBy.mean.<locals>.<lambda>\u001b[1;34m(x)\u001b[0m\n\u001b[0;32m   2451\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m   2452\u001b[0m     result \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_cython_agg_general(\n\u001b[0;32m   2453\u001b[0m         \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmean\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m-> 2454\u001b[0m         alt\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mlambda\u001b[39;00m x: \u001b[43mSeries\u001b[49m\u001b[43m(\u001b[49m\u001b[43mx\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcopy\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmean\u001b[49m\u001b[43m(\u001b[49m\u001b[43mnumeric_only\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mnumeric_only\u001b[49m\u001b[43m)\u001b[49m,\n\u001b[0;32m   2455\u001b[0m         numeric_only\u001b[38;5;241m=\u001b[39mnumeric_only,\n\u001b[0;32m   2456\u001b[0m     )\n\u001b[0;32m   2457\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m result\u001b[38;5;241m.\u001b[39m__finalize__(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mobj, method\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mgroupby\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n",
      "File \u001b[1;32m~\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.12_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python312\\site-packages\\pandas\\core\\series.py:6529\u001b[0m, in \u001b[0;36mSeries.mean\u001b[1;34m(self, axis, skipna, numeric_only, **kwargs)\u001b[0m\n\u001b[0;32m   6521\u001b[0m \u001b[38;5;129m@doc\u001b[39m(make_doc(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmean\u001b[39m\u001b[38;5;124m\"\u001b[39m, ndim\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m1\u001b[39m))\n\u001b[0;32m   6522\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mmean\u001b[39m(\n\u001b[0;32m   6523\u001b[0m     \u001b[38;5;28mself\u001b[39m,\n\u001b[1;32m   (...)\u001b[0m\n\u001b[0;32m   6527\u001b[0m     \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs,\n\u001b[0;32m   6528\u001b[0m ):\n\u001b[1;32m-> 6529\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mNDFrame\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmean\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43maxis\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mskipna\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mnumeric_only\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n",
      "File \u001b[1;32m~\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.12_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python312\\site-packages\\pandas\\core\\generic.py:12413\u001b[0m, in \u001b[0;36mNDFrame.mean\u001b[1;34m(self, axis, skipna, numeric_only, **kwargs)\u001b[0m\n\u001b[0;32m  12406\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mmean\u001b[39m(\n\u001b[0;32m  12407\u001b[0m     \u001b[38;5;28mself\u001b[39m,\n\u001b[0;32m  12408\u001b[0m     axis: Axis \u001b[38;5;241m|\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m0\u001b[39m,\n\u001b[1;32m   (...)\u001b[0m\n\u001b[0;32m  12411\u001b[0m     \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs,\n\u001b[0;32m  12412\u001b[0m ) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m Series \u001b[38;5;241m|\u001b[39m \u001b[38;5;28mfloat\u001b[39m:\n\u001b[1;32m> 12413\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_stat_function\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m  12414\u001b[0m \u001b[43m        \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mmean\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mnanops\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mnanmean\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43maxis\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mskipna\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mnumeric_only\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\n\u001b[0;32m  12415\u001b[0m \u001b[43m    \u001b[49m\u001b[43m)\u001b[49m\n",
      "File \u001b[1;32m~\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.12_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python312\\site-packages\\pandas\\core\\generic.py:12370\u001b[0m, in \u001b[0;36mNDFrame._stat_function\u001b[1;34m(self, name, func, axis, skipna, numeric_only, **kwargs)\u001b[0m\n\u001b[0;32m  12368\u001b[0m validate_bool_kwarg(skipna, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mskipna\u001b[39m\u001b[38;5;124m\"\u001b[39m, none_allowed\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m)\n\u001b[1;32m> 12370\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_reduce\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m  12371\u001b[0m \u001b[43m    \u001b[49m\u001b[43mfunc\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mname\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mname\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43maxis\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43maxis\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mskipna\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mskipna\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mnumeric_only\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mnumeric_only\u001b[49m\n\u001b[0;32m  12372\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n",
      "File \u001b[1;32m~\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.12_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python312\\site-packages\\pandas\\core\\series.py:6437\u001b[0m, in \u001b[0;36mSeries._reduce\u001b[1;34m(self, op, name, axis, skipna, numeric_only, filter_type, **kwds)\u001b[0m\n\u001b[0;32m   6433\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mTypeError\u001b[39;00m(\n\u001b[0;32m   6434\u001b[0m         \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mSeries.\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mname\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m does not allow \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mkwd_name\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m=\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mnumeric_only\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m   6435\u001b[0m         \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mwith non-numeric dtypes.\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m   6436\u001b[0m     )\n\u001b[1;32m-> 6437\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mop\u001b[49m\u001b[43m(\u001b[49m\u001b[43mdelegate\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mskipna\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mskipna\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwds\u001b[49m\u001b[43m)\u001b[49m\n",
      "File \u001b[1;32m~\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.12_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python312\\site-packages\\pandas\\core\\nanops.py:147\u001b[0m, in \u001b[0;36mbottleneck_switch.__call__.<locals>.f\u001b[1;34m(values, axis, skipna, **kwds)\u001b[0m\n\u001b[0;32m    146\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m--> 147\u001b[0m     result \u001b[38;5;241m=\u001b[39m \u001b[43malt\u001b[49m\u001b[43m(\u001b[49m\u001b[43mvalues\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43maxis\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43maxis\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mskipna\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mskipna\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwds\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    149\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m result\n",
      "File \u001b[1;32m~\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.12_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python312\\site-packages\\pandas\\core\\nanops.py:404\u001b[0m, in \u001b[0;36m_datetimelike_compat.<locals>.new_func\u001b[1;34m(values, axis, skipna, mask, **kwargs)\u001b[0m\n\u001b[0;32m    402\u001b[0m     mask \u001b[38;5;241m=\u001b[39m isna(values)\n\u001b[1;32m--> 404\u001b[0m result \u001b[38;5;241m=\u001b[39m \u001b[43mfunc\u001b[49m\u001b[43m(\u001b[49m\u001b[43mvalues\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43maxis\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43maxis\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mskipna\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mskipna\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmask\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mmask\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    406\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m datetimelike:\n",
      "File \u001b[1;32m~\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.12_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python312\\site-packages\\pandas\\core\\nanops.py:720\u001b[0m, in \u001b[0;36mnanmean\u001b[1;34m(values, axis, skipna, mask)\u001b[0m\n\u001b[0;32m    719\u001b[0m the_sum \u001b[38;5;241m=\u001b[39m values\u001b[38;5;241m.\u001b[39msum(axis, dtype\u001b[38;5;241m=\u001b[39mdtype_sum)\n\u001b[1;32m--> 720\u001b[0m the_sum \u001b[38;5;241m=\u001b[39m \u001b[43m_ensure_numeric\u001b[49m\u001b[43m(\u001b[49m\u001b[43mthe_sum\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    722\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m axis \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28mgetattr\u001b[39m(the_sum, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mndim\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;28;01mFalse\u001b[39;00m):\n",
      "File \u001b[1;32m~\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.12_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python312\\site-packages\\pandas\\core\\nanops.py:1701\u001b[0m, in \u001b[0;36m_ensure_numeric\u001b[1;34m(x)\u001b[0m\n\u001b[0;32m   1699\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(x, \u001b[38;5;28mstr\u001b[39m):\n\u001b[0;32m   1700\u001b[0m     \u001b[38;5;66;03m# GH#44008, GH#36703 avoid casting e.g. strings to numeric\u001b[39;00m\n\u001b[1;32m-> 1701\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mTypeError\u001b[39;00m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mCould not convert string \u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mx\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m to numeric\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m   1702\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n",
      "\u001b[1;31mTypeError\u001b[0m: Could not convert string 'phon_R01_S07_1phon_R01_S07_2phon_R01_S07_3phon_R01_S07_4phon_R01_S07_5phon_R01_S07_6phon_R01_S10_1phon_R01_S10_2phon_R01_S10_3phon_R01_S10_4phon_R01_S10_5phon_R01_S10_6phon_R01_S13_1phon_R01_S13_2phon_R01_S13_3phon_R01_S13_4phon_R01_S13_5phon_R01_S13_6phon_R01_S17_1phon_R01_S17_2phon_R01_S17_3phon_R01_S17_4phon_R01_S17_5phon_R01_S17_6phon_R01_S42_1phon_R01_S42_2phon_R01_S42_3phon_R01_S42_4phon_R01_S42_5phon_R01_S42_6phon_R01_S43_1phon_R01_S43_2phon_R01_S43_3phon_R01_S43_4phon_R01_S43_5phon_R01_S43_6phon_R01_S49_1phon_R01_S49_2phon_R01_S49_3phon_R01_S49_4phon_R01_S49_5phon_R01_S49_6phon_R01_S50_1phon_R01_S50_2phon_R01_S50_3phon_R01_S50_4phon_R01_S50_5phon_R01_S50_6' to numeric",
      "\nThe above exception was the direct cause of the following exception:\n",
      "\u001b[1;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
      "Cell \u001b[1;32mIn[11], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m \u001b[43mdf\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mgroupby\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mstatus\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmean\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n",
      "File \u001b[1;32m~\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.12_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python312\\site-packages\\pandas\\core\\groupby\\groupby.py:2452\u001b[0m, in \u001b[0;36mGroupBy.mean\u001b[1;34m(self, numeric_only, engine, engine_kwargs)\u001b[0m\n\u001b[0;32m   2445\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_numba_agg_general(\n\u001b[0;32m   2446\u001b[0m         grouped_mean,\n\u001b[0;32m   2447\u001b[0m         executor\u001b[38;5;241m.\u001b[39mfloat_dtype_mapping,\n\u001b[0;32m   2448\u001b[0m         engine_kwargs,\n\u001b[0;32m   2449\u001b[0m         min_periods\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0\u001b[39m,\n\u001b[0;32m   2450\u001b[0m     )\n\u001b[0;32m   2451\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m-> 2452\u001b[0m     result \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_cython_agg_general\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m   2453\u001b[0m \u001b[43m        \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mmean\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[0;32m   2454\u001b[0m \u001b[43m        \u001b[49m\u001b[43malt\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mlambda\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mx\u001b[49m\u001b[43m:\u001b[49m\u001b[43m \u001b[49m\u001b[43mSeries\u001b[49m\u001b[43m(\u001b[49m\u001b[43mx\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcopy\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmean\u001b[49m\u001b[43m(\u001b[49m\u001b[43mnumeric_only\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mnumeric_only\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   2455\u001b[0m \u001b[43m        \u001b[49m\u001b[43mnumeric_only\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mnumeric_only\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   2456\u001b[0m \u001b[43m    \u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m   2457\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m result\u001b[38;5;241m.\u001b[39m__finalize__(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mobj, method\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mgroupby\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n",
      "File \u001b[1;32m~\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.12_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python312\\site-packages\\pandas\\core\\groupby\\groupby.py:1998\u001b[0m, in \u001b[0;36mGroupBy._cython_agg_general\u001b[1;34m(self, how, alt, numeric_only, min_count, **kwargs)\u001b[0m\n\u001b[0;32m   1995\u001b[0m     result \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_agg_py_fallback(how, values, ndim\u001b[38;5;241m=\u001b[39mdata\u001b[38;5;241m.\u001b[39mndim, alt\u001b[38;5;241m=\u001b[39malt)\n\u001b[0;32m   1996\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m result\n\u001b[1;32m-> 1998\u001b[0m new_mgr \u001b[38;5;241m=\u001b[39m \u001b[43mdata\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mgrouped_reduce\u001b[49m\u001b[43m(\u001b[49m\u001b[43marray_func\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m   1999\u001b[0m res \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_wrap_agged_manager(new_mgr)\n\u001b[0;32m   2000\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m how \u001b[38;5;129;01min\u001b[39;00m [\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124midxmin\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124midxmax\u001b[39m\u001b[38;5;124m\"\u001b[39m]:\n",
      "File \u001b[1;32m~\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.12_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python312\\site-packages\\pandas\\core\\internals\\managers.py:1470\u001b[0m, in \u001b[0;36mBlockManager.grouped_reduce\u001b[1;34m(self, func)\u001b[0m\n\u001b[0;32m   1466\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m blk\u001b[38;5;241m.\u001b[39mis_object:\n\u001b[0;32m   1467\u001b[0m     \u001b[38;5;66;03m# split on object-dtype blocks bc some columns may raise\u001b[39;00m\n\u001b[0;32m   1468\u001b[0m     \u001b[38;5;66;03m#  while others do not.\u001b[39;00m\n\u001b[0;32m   1469\u001b[0m     \u001b[38;5;28;01mfor\u001b[39;00m sb \u001b[38;5;129;01min\u001b[39;00m blk\u001b[38;5;241m.\u001b[39m_split():\n\u001b[1;32m-> 1470\u001b[0m         applied \u001b[38;5;241m=\u001b[39m \u001b[43msb\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mapply\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfunc\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m   1471\u001b[0m         result_blocks \u001b[38;5;241m=\u001b[39m extend_blocks(applied, result_blocks)\n\u001b[0;32m   1472\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n",
      "File \u001b[1;32m~\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.12_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python312\\site-packages\\pandas\\core\\internals\\blocks.py:393\u001b[0m, in \u001b[0;36mBlock.apply\u001b[1;34m(self, func, **kwargs)\u001b[0m\n\u001b[0;32m    387\u001b[0m \u001b[38;5;129m@final\u001b[39m\n\u001b[0;32m    388\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mapply\u001b[39m(\u001b[38;5;28mself\u001b[39m, func, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m \u001b[38;5;28mlist\u001b[39m[Block]:\n\u001b[0;32m    389\u001b[0m \u001b[38;5;250m    \u001b[39m\u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[0;32m    390\u001b[0m \u001b[38;5;124;03m    apply the function to my values; return a block if we are not\u001b[39;00m\n\u001b[0;32m    391\u001b[0m \u001b[38;5;124;03m    one\u001b[39;00m\n\u001b[0;32m    392\u001b[0m \u001b[38;5;124;03m    \"\"\"\u001b[39;00m\n\u001b[1;32m--> 393\u001b[0m     result \u001b[38;5;241m=\u001b[39m \u001b[43mfunc\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mvalues\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    395\u001b[0m     result \u001b[38;5;241m=\u001b[39m maybe_coerce_values(result)\n\u001b[0;32m    396\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_split_op_result(result)\n",
      "File \u001b[1;32m~\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.12_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python312\\site-packages\\pandas\\core\\groupby\\groupby.py:1995\u001b[0m, in \u001b[0;36mGroupBy._cython_agg_general.<locals>.array_func\u001b[1;34m(values)\u001b[0m\n\u001b[0;32m   1992\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m result\n\u001b[0;32m   1994\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m alt \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[1;32m-> 1995\u001b[0m result \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_agg_py_fallback\u001b[49m\u001b[43m(\u001b[49m\u001b[43mhow\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mvalues\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mndim\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdata\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mndim\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43malt\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43malt\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m   1996\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m result\n",
      "File \u001b[1;32m~\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.12_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python312\\site-packages\\pandas\\core\\groupby\\groupby.py:1946\u001b[0m, in \u001b[0;36mGroupBy._agg_py_fallback\u001b[1;34m(self, how, values, ndim, alt)\u001b[0m\n\u001b[0;32m   1944\u001b[0m     msg \u001b[38;5;241m=\u001b[39m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124magg function failed [how->\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mhow\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m,dtype->\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mser\u001b[38;5;241m.\u001b[39mdtype\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m]\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m   1945\u001b[0m     \u001b[38;5;66;03m# preserve the kind of exception that raised\u001b[39;00m\n\u001b[1;32m-> 1946\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;28mtype\u001b[39m(err)(msg) \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01merr\u001b[39;00m\n\u001b[0;32m   1948\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m ser\u001b[38;5;241m.\u001b[39mdtype \u001b[38;5;241m==\u001b[39m \u001b[38;5;28mobject\u001b[39m:\n\u001b[0;32m   1949\u001b[0m     res_values \u001b[38;5;241m=\u001b[39m res_values\u001b[38;5;241m.\u001b[39mastype(\u001b[38;5;28mobject\u001b[39m, copy\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m)\n",
      "\u001b[1;31mTypeError\u001b[0m: agg function failed [how->mean,dtype->object]"
     ]
    }
   ],
   "source": [
    "df.groupby('status').mean()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "X= df.drop(columns=['name','status'],axis=1)\n",
    "\n",
    "Y= df['status']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "     MDVP:Fo(Hz)  MDVP:Fhi(Hz)  MDVP:Flo(Hz)  MDVP:Jitter(%)  \\\n",
      "0        119.992       157.302        74.997         0.00784   \n",
      "1        122.400       148.650       113.819         0.00968   \n",
      "2        116.682       131.111       111.555         0.01050   \n",
      "3        116.676       137.871       111.366         0.00997   \n",
      "4        116.014       141.781       110.655         0.01284   \n",
      "5        120.552       131.162       113.787         0.00968   \n",
      "6        120.267       137.244       114.820         0.00333   \n",
      "7        107.332       113.840       104.315         0.00290   \n",
      "8         95.730       132.068        91.754         0.00551   \n",
      "9         95.056       120.103        91.226         0.00532   \n",
      "10        88.333       112.240        84.072         0.00505   \n",
      "11        91.904       115.871        86.292         0.00540   \n",
      "12       136.926       159.866       131.276         0.00293   \n",
      "13       139.173       179.139        76.556         0.00390   \n",
      "14       152.845       163.305        75.836         0.00294   \n",
      "15       142.167       217.455        83.159         0.00369   \n",
      "16       144.188       349.259        82.764         0.00544   \n",
      "17       168.778       232.181        75.603         0.00718   \n",
      "18       153.046       175.829        68.623         0.00742   \n",
      "19       156.405       189.398       142.822         0.00768   \n",
      "20       153.848       165.738        65.782         0.00840   \n",
      "21       153.880       172.860        78.128         0.00480   \n",
      "22       167.930       193.221        79.068         0.00442   \n",
      "23       173.917       192.735        86.180         0.00476   \n",
      "24       163.656       200.841        76.779         0.00742   \n",
      "25       104.400       206.002        77.968         0.00633   \n",
      "26       171.041       208.313        75.501         0.00455   \n",
      "27       146.845       208.701        81.737         0.00496   \n",
      "28       155.358       227.383        80.055         0.00310   \n",
      "29       162.568       198.346        77.630         0.00502   \n",
      "30       197.076       206.896       192.055         0.00289   \n",
      "31       199.228       209.512       192.091         0.00241   \n",
      "32       198.383       215.203       193.104         0.00212   \n",
      "33       202.266       211.604       197.079         0.00180   \n",
      "34       203.184       211.526       196.160         0.00178   \n",
      "35       201.464       210.565       195.708         0.00198   \n",
      "36       177.876       192.921       168.013         0.00411   \n",
      "37       176.170       185.604       163.564         0.00369   \n",
      "38       180.198       201.249       175.456         0.00284   \n",
      "39       187.733       202.324       173.015         0.00316   \n",
      "40       186.163       197.724       177.584         0.00298   \n",
      "41       184.055       196.537       166.977         0.00258   \n",
      "42       237.226       247.326       225.227         0.00298   \n",
      "43       241.404       248.834       232.483         0.00281   \n",
      "44       243.439       250.912       232.435         0.00210   \n",
      "45       242.852       255.034       227.911         0.00225   \n",
      "46       245.510       262.090       231.848         0.00235   \n",
      "47       252.455       261.487       182.786         0.00185   \n",
      "48       122.188       128.611       115.765         0.00524   \n",
      "49       122.964       130.049       114.676         0.00428   \n",
      "50       124.445       135.069       117.495         0.00431   \n",
      "51       126.344       134.231       112.773         0.00448   \n",
      "52       128.001       138.052       122.080         0.00436   \n",
      "53       129.336       139.867       118.604         0.00490   \n",
      "54       108.807       134.656       102.874         0.00761   \n",
      "55       109.860       126.358       104.437         0.00874   \n",
      "56       110.417       131.067       103.370         0.00784   \n",
      "57       117.274       129.916       110.402         0.00752   \n",
      "58       116.879       131.897       108.153         0.00788   \n",
      "59       114.847       271.314       104.680         0.00867   \n",
      "60       209.144       237.494       109.379         0.00282   \n",
      "61       223.365       238.987        98.664         0.00264   \n",
      "62       222.236       231.345       205.495         0.00266   \n",
      "63       228.832       234.619       223.634         0.00296   \n",
      "64       229.401       252.221       221.156         0.00205   \n",
      "65       228.969       239.541       113.201         0.00238   \n",
      "66       140.341       159.774        67.021         0.00817   \n",
      "67       136.969       166.607        66.004         0.00923   \n",
      "68       143.533       162.215        65.809         0.01101   \n",
      "69       148.090       162.824        67.343         0.00762   \n",
      "70       142.729       162.408        65.476         0.00831   \n",
      "71       136.358       176.595        65.750         0.00971   \n",
      "72       120.080       139.710       111.208         0.00405   \n",
      "73       112.014       588.518       107.024         0.00533   \n",
      "74       110.793       128.101       107.316         0.00494   \n",
      "75       110.707       122.611       105.007         0.00516   \n",
      "76       112.876       148.826       106.981         0.00500   \n",
      "77       110.568       125.394       106.821         0.00462   \n",
      "78        95.385       102.145        90.264         0.00608   \n",
      "79       100.770       115.697        85.545         0.01038   \n",
      "80        96.106       108.664        84.510         0.00694   \n",
      "81        95.605       107.715        87.549         0.00702   \n",
      "82       100.960       110.019        95.628         0.00606   \n",
      "83        98.804       102.305        87.804         0.00432   \n",
      "84       176.858       205.560        75.344         0.00747   \n",
      "85       180.978       200.125       155.495         0.00406   \n",
      "86       178.222       202.450       141.047         0.00321   \n",
      "87       176.281       227.381       125.610         0.00520   \n",
      "88       173.898       211.350        74.677         0.00448   \n",
      "89       179.711       225.930       144.878         0.00709   \n",
      "90       166.605       206.008        78.032         0.00742   \n",
      "91       151.955       163.335       147.226         0.00419   \n",
      "92       148.272       164.989       142.299         0.00459   \n",
      "93       152.125       161.469        76.596         0.00382   \n",
      "94       157.821       172.975        68.401         0.00358   \n",
      "95       157.447       163.267       149.605         0.00369   \n",
      "96       159.116       168.913       144.811         0.00342   \n",
      "97       125.036       143.946       116.187         0.01280   \n",
      "98       125.791       140.557        96.206         0.01378   \n",
      "99       126.512       141.756        99.770         0.01936   \n",
      "100      125.641       141.068       116.346         0.03316   \n",
      "101      128.451       150.449        75.632         0.01551   \n",
      "102      139.224       586.567        66.157         0.03011   \n",
      "103      150.258       154.609        75.349         0.00248   \n",
      "104      154.003       160.267       128.621         0.00183   \n",
      "105      149.689       160.368       133.608         0.00257   \n",
      "106      155.078       163.736       144.148         0.00168   \n",
      "107      151.884       157.765       133.751         0.00258   \n",
      "108      151.989       157.339       132.857         0.00174   \n",
      "109      193.030       208.900        80.297         0.00766   \n",
      "110      200.714       223.982        89.686         0.00621   \n",
      "111      208.519       220.315       199.020         0.00609   \n",
      "112      204.664       221.300       189.621         0.00841   \n",
      "113      210.141       232.706       185.258         0.00534   \n",
      "114      206.327       226.355        92.020         0.00495   \n",
      "115      151.872       492.892        69.085         0.00856   \n",
      "116      158.219       442.557        71.948         0.00476   \n",
      "117      170.756       450.247        79.032         0.00555   \n",
      "118      178.285       442.824        82.063         0.00462   \n",
      "119      217.116       233.481        93.978         0.00404   \n",
      "120      128.940       479.697        88.251         0.00581   \n",
      "121      176.824       215.293        83.961         0.00460   \n",
      "122      138.190       203.522        83.340         0.00704   \n",
      "123      182.018       197.173        79.187         0.00842   \n",
      "124      156.239       195.107        79.820         0.00694   \n",
      "125      145.174       198.109        80.637         0.00733   \n",
      "126      138.145       197.238        81.114         0.00544   \n",
      "127      166.888       198.966        79.512         0.00638   \n",
      "128      119.031       127.533       109.216         0.00440   \n",
      "129      120.078       126.632       105.667         0.00270   \n",
      "130      120.289       128.143       100.209         0.00492   \n",
      "131      120.256       125.306       104.773         0.00407   \n",
      "132      119.056       125.213        86.795         0.00346   \n",
      "133      118.747       123.723       109.836         0.00331   \n",
      "134      106.516       112.777        93.105         0.00589   \n",
      "135      110.453       127.611       105.554         0.00494   \n",
      "136      113.400       133.344       107.816         0.00451   \n",
      "137      113.166       130.270       100.673         0.00502   \n",
      "138      112.239       126.609       104.095         0.00472   \n",
      "139      116.150       131.731       109.815         0.00381   \n",
      "140      170.368       268.796        79.543         0.00571   \n",
      "141      208.083       253.792        91.802         0.00757   \n",
      "142      198.458       219.290       148.691         0.00376   \n",
      "143      202.805       231.508        86.232         0.00370   \n",
      "144      202.544       241.350       164.168         0.00254   \n",
      "145      223.361       263.872        87.638         0.00352   \n",
      "146      169.774       191.759       151.451         0.01568   \n",
      "147      183.520       216.814       161.340         0.01466   \n",
      "148      188.620       216.302       165.982         0.01719   \n",
      "149      202.632       565.740       177.258         0.01627   \n",
      "150      186.695       211.961       149.442         0.01872   \n",
      "151      192.818       224.429       168.793         0.03107   \n",
      "152      198.116       233.099       174.478         0.02714   \n",
      "153      121.345       139.644        98.250         0.00684   \n",
      "154      119.100       128.442        88.833         0.00692   \n",
      "155      117.870       127.349        95.654         0.00647   \n",
      "156      122.336       142.369        94.794         0.00727   \n",
      "157      117.963       134.209       100.757         0.01813   \n",
      "158      126.144       154.284        97.543         0.00975   \n",
      "159      127.930       138.752       112.173         0.00605   \n",
      "160      114.238       124.393        77.022         0.00581   \n",
      "161      115.322       135.738       107.802         0.00619   \n",
      "162      114.554       126.778        91.121         0.00651   \n",
      "163      112.150       131.669        97.527         0.00519   \n",
      "164      102.273       142.830        85.902         0.00907   \n",
      "165      236.200       244.663       102.137         0.00277   \n",
      "166      237.323       243.709       229.256         0.00303   \n",
      "167      260.105       264.919       237.303         0.00339   \n",
      "168      197.569       217.627        90.794         0.00803   \n",
      "169      240.301       245.135       219.783         0.00517   \n",
      "170      244.990       272.210       239.170         0.00451   \n",
      "171      112.547       133.374       105.715         0.00355   \n",
      "172      110.739       113.597       100.139         0.00356   \n",
      "173      113.715       116.443        96.913         0.00349   \n",
      "174      117.004       144.466        99.923         0.00353   \n",
      "175      115.380       123.109       108.634         0.00332   \n",
      "176      116.388       129.038       108.970         0.00346   \n",
      "177      151.737       190.204       129.859         0.00314   \n",
      "178      148.790       158.359       138.990         0.00309   \n",
      "179      148.143       155.982       135.041         0.00392   \n",
      "180      150.440       163.441       144.736         0.00396   \n",
      "181      148.462       161.078       141.998         0.00397   \n",
      "182      149.818       163.417       144.786         0.00336   \n",
      "183      117.226       123.925       106.656         0.00417   \n",
      "184      116.848       217.552        99.503         0.00531   \n",
      "185      116.286       177.291        96.983         0.00314   \n",
      "186      116.556       592.030        86.228         0.00496   \n",
      "187      116.342       581.289        94.246         0.00267   \n",
      "188      114.563       119.167        86.647         0.00327   \n",
      "189      201.774       262.707        78.228         0.00694   \n",
      "190      174.188       230.978        94.261         0.00459   \n",
      "191      209.516       253.017        89.488         0.00564   \n",
      "192      174.688       240.005        74.287         0.01360   \n",
      "193      198.764       396.961        74.904         0.00740   \n",
      "194      214.289       260.277        77.973         0.00567   \n",
      "\n",
      "     MDVP:Jitter(Abs)  MDVP:RAP  MDVP:PPQ  Jitter:DDP  MDVP:Shimmer  \\\n",
      "0            0.000070   0.00370   0.00554     0.01109       0.04374   \n",
      "1            0.000080   0.00465   0.00696     0.01394       0.06134   \n",
      "2            0.000090   0.00544   0.00781     0.01633       0.05233   \n",
      "3            0.000090   0.00502   0.00698     0.01505       0.05492   \n",
      "4            0.000110   0.00655   0.00908     0.01966       0.06425   \n",
      "5            0.000080   0.00463   0.00750     0.01388       0.04701   \n",
      "6            0.000030   0.00155   0.00202     0.00466       0.01608   \n",
      "7            0.000030   0.00144   0.00182     0.00431       0.01567   \n",
      "8            0.000060   0.00293   0.00332     0.00880       0.02093   \n",
      "9            0.000060   0.00268   0.00332     0.00803       0.02838   \n",
      "10           0.000060   0.00254   0.00330     0.00763       0.02143   \n",
      "11           0.000060   0.00281   0.00336     0.00844       0.02752   \n",
      "12           0.000020   0.00118   0.00153     0.00355       0.01259   \n",
      "13           0.000030   0.00165   0.00208     0.00496       0.01642   \n",
      "14           0.000020   0.00121   0.00149     0.00364       0.01828   \n",
      "15           0.000030   0.00157   0.00203     0.00471       0.01503   \n",
      "16           0.000040   0.00211   0.00292     0.00632       0.02047   \n",
      "17           0.000040   0.00284   0.00387     0.00853       0.03327   \n",
      "18           0.000050   0.00364   0.00432     0.01092       0.05517   \n",
      "19           0.000050   0.00372   0.00399     0.01116       0.03995   \n",
      "20           0.000050   0.00428   0.00450     0.01285       0.03810   \n",
      "21           0.000030   0.00232   0.00267     0.00696       0.04137   \n",
      "22           0.000030   0.00220   0.00247     0.00661       0.04351   \n",
      "23           0.000030   0.00221   0.00258     0.00663       0.04192   \n",
      "24           0.000050   0.00380   0.00390     0.01140       0.01659   \n",
      "25           0.000060   0.00316   0.00375     0.00948       0.03767   \n",
      "26           0.000030   0.00250   0.00234     0.00750       0.01966   \n",
      "27           0.000030   0.00250   0.00275     0.00749       0.01919   \n",
      "28           0.000020   0.00159   0.00176     0.00476       0.01718   \n",
      "29           0.000030   0.00280   0.00253     0.00841       0.01791   \n",
      "30           0.000010   0.00166   0.00168     0.00498       0.01098   \n",
      "31           0.000010   0.00134   0.00138     0.00402       0.01015   \n",
      "32           0.000010   0.00113   0.00135     0.00339       0.01263   \n",
      "33           0.000009   0.00093   0.00107     0.00278       0.00954   \n",
      "34           0.000009   0.00094   0.00106     0.00283       0.00958   \n",
      "35           0.000010   0.00105   0.00115     0.00314       0.01194   \n",
      "36           0.000020   0.00233   0.00241     0.00700       0.02126   \n",
      "37           0.000020   0.00205   0.00218     0.00616       0.01851   \n",
      "38           0.000020   0.00153   0.00166     0.00459       0.01444   \n",
      "39           0.000020   0.00168   0.00182     0.00504       0.01663   \n",
      "40           0.000020   0.00165   0.00175     0.00496       0.01495   \n",
      "41           0.000010   0.00134   0.00147     0.00403       0.01463   \n",
      "42           0.000010   0.00169   0.00182     0.00507       0.01752   \n",
      "43           0.000010   0.00157   0.00173     0.00470       0.01760   \n",
      "44           0.000009   0.00109   0.00137     0.00327       0.01419   \n",
      "45           0.000009   0.00117   0.00139     0.00350       0.01494   \n",
      "46           0.000010   0.00127   0.00148     0.00380       0.01608   \n",
      "47           0.000007   0.00092   0.00113     0.00276       0.01152   \n",
      "48           0.000040   0.00169   0.00203     0.00507       0.01613   \n",
      "49           0.000030   0.00124   0.00155     0.00373       0.01681   \n",
      "50           0.000030   0.00141   0.00167     0.00422       0.02184   \n",
      "51           0.000040   0.00131   0.00169     0.00393       0.02033   \n",
      "52           0.000030   0.00137   0.00166     0.00411       0.02297   \n",
      "53           0.000040   0.00165   0.00183     0.00495       0.02498   \n",
      "54           0.000070   0.00349   0.00486     0.01046       0.02719   \n",
      "55           0.000080   0.00398   0.00539     0.01193       0.03209   \n",
      "56           0.000070   0.00352   0.00514     0.01056       0.03715   \n",
      "57           0.000060   0.00299   0.00469     0.00898       0.02293   \n",
      "58           0.000070   0.00334   0.00493     0.01003       0.02645   \n",
      "59           0.000080   0.00373   0.00520     0.01120       0.03225   \n",
      "60           0.000010   0.00147   0.00152     0.00442       0.01861   \n",
      "61           0.000010   0.00154   0.00151     0.00461       0.01906   \n",
      "62           0.000010   0.00152   0.00144     0.00457       0.01643   \n",
      "63           0.000010   0.00175   0.00155     0.00526       0.01644   \n",
      "64           0.000009   0.00114   0.00113     0.00342       0.01457   \n",
      "65           0.000010   0.00136   0.00140     0.00408       0.01745   \n",
      "66           0.000060   0.00430   0.00440     0.01289       0.03198   \n",
      "67           0.000070   0.00507   0.00463     0.01520       0.03111   \n",
      "68           0.000080   0.00647   0.00467     0.01941       0.05384   \n",
      "69           0.000050   0.00467   0.00354     0.01400       0.05428   \n",
      "70           0.000060   0.00469   0.00419     0.01407       0.03485   \n",
      "71           0.000070   0.00534   0.00478     0.01601       0.04978   \n",
      "72           0.000030   0.00180   0.00220     0.00540       0.01706   \n",
      "73           0.000050   0.00268   0.00329     0.00805       0.02448   \n",
      "74           0.000040   0.00260   0.00283     0.00780       0.02442   \n",
      "75           0.000050   0.00277   0.00289     0.00831       0.02215   \n",
      "76           0.000040   0.00270   0.00289     0.00810       0.03999   \n",
      "77           0.000040   0.00226   0.00280     0.00677       0.02199   \n",
      "78           0.000060   0.00331   0.00332     0.00994       0.03202   \n",
      "79           0.000100   0.00622   0.00576     0.01865       0.03121   \n",
      "80           0.000070   0.00389   0.00415     0.01168       0.04024   \n",
      "81           0.000070   0.00428   0.00371     0.01283       0.03156   \n",
      "82           0.000060   0.00351   0.00348     0.01053       0.02427   \n",
      "83           0.000040   0.00247   0.00258     0.00742       0.02223   \n",
      "84           0.000040   0.00418   0.00420     0.01254       0.04795   \n",
      "85           0.000020   0.00220   0.00244     0.00659       0.03852   \n",
      "86           0.000020   0.00163   0.00194     0.00488       0.03759   \n",
      "87           0.000030   0.00287   0.00312     0.00862       0.06511   \n",
      "88           0.000030   0.00237   0.00254     0.00710       0.06727   \n",
      "89           0.000040   0.00391   0.00419     0.01172       0.04313   \n",
      "90           0.000040   0.00387   0.00453     0.01161       0.06640   \n",
      "91           0.000030   0.00224   0.00227     0.00672       0.07959   \n",
      "92           0.000030   0.00250   0.00256     0.00750       0.04190   \n",
      "93           0.000030   0.00191   0.00226     0.00574       0.05925   \n",
      "94           0.000020   0.00196   0.00196     0.00587       0.03716   \n",
      "95           0.000020   0.00201   0.00197     0.00602       0.03272   \n",
      "96           0.000020   0.00178   0.00184     0.00535       0.03381   \n",
      "97           0.000100   0.00743   0.00623     0.02228       0.03886   \n",
      "98           0.000110   0.00826   0.00655     0.02478       0.04689   \n",
      "99           0.000150   0.01159   0.00990     0.03476       0.06734   \n",
      "100          0.000260   0.02144   0.01522     0.06433       0.09178   \n",
      "101          0.000120   0.00905   0.00909     0.02716       0.06170   \n",
      "102          0.000220   0.01854   0.01628     0.05563       0.09419   \n",
      "103          0.000020   0.00105   0.00136     0.00315       0.01131   \n",
      "104          0.000010   0.00076   0.00100     0.00229       0.01030   \n",
      "105          0.000020   0.00116   0.00134     0.00349       0.01346   \n",
      "106          0.000010   0.00068   0.00092     0.00204       0.01064   \n",
      "107          0.000020   0.00115   0.00122     0.00346       0.01450   \n",
      "108          0.000010   0.00075   0.00096     0.00225       0.01024   \n",
      "109          0.000040   0.00450   0.00389     0.01351       0.03044   \n",
      "110          0.000030   0.00371   0.00337     0.01112       0.02286   \n",
      "111          0.000030   0.00368   0.00339     0.01105       0.01761   \n",
      "112          0.000040   0.00502   0.00485     0.01506       0.02378   \n",
      "113          0.000030   0.00321   0.00280     0.00964       0.01680   \n",
      "114          0.000020   0.00302   0.00246     0.00905       0.02105   \n",
      "115          0.000060   0.00404   0.00385     0.01211       0.01843   \n",
      "116          0.000030   0.00214   0.00207     0.00642       0.01458   \n",
      "117          0.000030   0.00244   0.00261     0.00731       0.01725   \n",
      "118          0.000030   0.00157   0.00194     0.00472       0.01279   \n",
      "119          0.000020   0.00127   0.00128     0.00381       0.01299   \n",
      "120          0.000050   0.00241   0.00314     0.00723       0.02008   \n",
      "121          0.000030   0.00209   0.00221     0.00628       0.01169   \n",
      "122          0.000050   0.00406   0.00398     0.01218       0.04479   \n",
      "123          0.000050   0.00506   0.00449     0.01517       0.02503   \n",
      "124          0.000040   0.00403   0.00395     0.01209       0.02343   \n",
      "125          0.000050   0.00414   0.00422     0.01242       0.02362   \n",
      "126          0.000040   0.00294   0.00327     0.00883       0.02791   \n",
      "127          0.000040   0.00368   0.00351     0.01104       0.02857   \n",
      "128          0.000040   0.00214   0.00192     0.00641       0.01033   \n",
      "129          0.000020   0.00116   0.00135     0.00349       0.01022   \n",
      "130          0.000040   0.00269   0.00238     0.00808       0.01412   \n",
      "131          0.000030   0.00224   0.00205     0.00671       0.01516   \n",
      "132          0.000030   0.00169   0.00170     0.00508       0.01201   \n",
      "133          0.000030   0.00168   0.00171     0.00504       0.01043   \n",
      "134          0.000060   0.00291   0.00319     0.00873       0.04932   \n",
      "135          0.000040   0.00244   0.00315     0.00731       0.04128   \n",
      "136          0.000040   0.00219   0.00283     0.00658       0.04879   \n",
      "137          0.000040   0.00257   0.00312     0.00772       0.05279   \n",
      "138          0.000040   0.00238   0.00290     0.00715       0.05643   \n",
      "139          0.000030   0.00181   0.00232     0.00542       0.03026   \n",
      "140          0.000030   0.00232   0.00269     0.00696       0.03273   \n",
      "141          0.000040   0.00428   0.00428     0.01285       0.06725   \n",
      "142          0.000020   0.00182   0.00215     0.00546       0.03527   \n",
      "143          0.000020   0.00189   0.00211     0.00568       0.01997   \n",
      "144          0.000010   0.00100   0.00133     0.00301       0.02662   \n",
      "145          0.000020   0.00169   0.00188     0.00506       0.02536   \n",
      "146          0.000090   0.00863   0.00946     0.02589       0.08143   \n",
      "147          0.000080   0.00849   0.00819     0.02546       0.06050   \n",
      "148          0.000090   0.00996   0.01027     0.02987       0.07118   \n",
      "149          0.000080   0.00919   0.00963     0.02756       0.07170   \n",
      "150          0.000100   0.01075   0.01154     0.03225       0.05830   \n",
      "151          0.000160   0.01800   0.01958     0.05401       0.11908   \n",
      "152          0.000140   0.01568   0.01699     0.04705       0.08684   \n",
      "153          0.000060   0.00388   0.00332     0.01164       0.02534   \n",
      "154          0.000060   0.00393   0.00300     0.01179       0.02682   \n",
      "155          0.000050   0.00356   0.00300     0.01067       0.03087   \n",
      "156          0.000060   0.00415   0.00339     0.01246       0.02293   \n",
      "157          0.000150   0.01117   0.00718     0.03351       0.04912   \n",
      "158          0.000080   0.00593   0.00454     0.01778       0.02852   \n",
      "159          0.000050   0.00321   0.00318     0.00962       0.03235   \n",
      "160          0.000050   0.00299   0.00316     0.00896       0.04009   \n",
      "161          0.000050   0.00352   0.00329     0.01057       0.03273   \n",
      "162          0.000060   0.00366   0.00340     0.01097       0.03658   \n",
      "163          0.000050   0.00291   0.00284     0.00873       0.01756   \n",
      "164          0.000090   0.00493   0.00461     0.01480       0.02814   \n",
      "165          0.000010   0.00154   0.00153     0.00462       0.02448   \n",
      "166          0.000010   0.00173   0.00159     0.00519       0.01242   \n",
      "167          0.000010   0.00205   0.00186     0.00616       0.02030   \n",
      "168          0.000040   0.00490   0.00448     0.01470       0.02177   \n",
      "169          0.000020   0.00316   0.00283     0.00949       0.02018   \n",
      "170          0.000020   0.00279   0.00237     0.00837       0.01897   \n",
      "171          0.000030   0.00166   0.00190     0.00499       0.01358   \n",
      "172          0.000030   0.00170   0.00200     0.00510       0.01484   \n",
      "173          0.000030   0.00171   0.00203     0.00514       0.01472   \n",
      "174          0.000030   0.00176   0.00218     0.00528       0.01657   \n",
      "175          0.000030   0.00160   0.00199     0.00480       0.01503   \n",
      "176          0.000030   0.00169   0.00213     0.00507       0.01725   \n",
      "177          0.000020   0.00135   0.00162     0.00406       0.01469   \n",
      "178          0.000020   0.00152   0.00186     0.00456       0.01574   \n",
      "179          0.000030   0.00204   0.00231     0.00612       0.01450   \n",
      "180          0.000030   0.00206   0.00233     0.00619       0.02551   \n",
      "181          0.000030   0.00202   0.00235     0.00605       0.01831   \n",
      "182          0.000020   0.00174   0.00198     0.00521       0.02145   \n",
      "183          0.000040   0.00186   0.00270     0.00558       0.01909   \n",
      "184          0.000050   0.00260   0.00346     0.00780       0.01795   \n",
      "185          0.000030   0.00134   0.00192     0.00403       0.01564   \n",
      "186          0.000040   0.00254   0.00263     0.00762       0.01660   \n",
      "187          0.000020   0.00115   0.00148     0.00345       0.01300   \n",
      "188          0.000030   0.00146   0.00184     0.00439       0.01185   \n",
      "189          0.000030   0.00412   0.00396     0.01235       0.02574   \n",
      "190          0.000030   0.00263   0.00259     0.00790       0.04087   \n",
      "191          0.000030   0.00331   0.00292     0.00994       0.02751   \n",
      "192          0.000080   0.00624   0.00564     0.01873       0.02308   \n",
      "193          0.000040   0.00370   0.00390     0.01109       0.02296   \n",
      "194          0.000030   0.00295   0.00317     0.00885       0.01884   \n",
      "\n",
      "     MDVP:Shimmer(dB)  Shimmer:APQ3  Shimmer:APQ5  MDVP:APQ  Shimmer:DDA  \\\n",
      "0               0.426       0.02182       0.03130   0.02971      0.06545   \n",
      "1               0.626       0.03134       0.04518   0.04368      0.09403   \n",
      "2               0.482       0.02757       0.03858   0.03590      0.08270   \n",
      "3               0.517       0.02924       0.04005   0.03772      0.08771   \n",
      "4               0.584       0.03490       0.04825   0.04465      0.10470   \n",
      "5               0.456       0.02328       0.03526   0.03243      0.06985   \n",
      "6               0.140       0.00779       0.00937   0.01351      0.02337   \n",
      "7               0.134       0.00829       0.00946   0.01256      0.02487   \n",
      "8               0.191       0.01073       0.01277   0.01717      0.03218   \n",
      "9               0.255       0.01441       0.01725   0.02444      0.04324   \n",
      "10              0.197       0.01079       0.01342   0.01892      0.03237   \n",
      "11              0.249       0.01424       0.01641   0.02214      0.04272   \n",
      "12              0.112       0.00656       0.00717   0.01140      0.01968   \n",
      "13              0.154       0.00728       0.00932   0.01797      0.02184   \n",
      "14              0.158       0.01064       0.00972   0.01246      0.03191   \n",
      "15              0.126       0.00772       0.00888   0.01359      0.02316   \n",
      "16              0.192       0.00969       0.01200   0.02074      0.02908   \n",
      "17              0.348       0.01441       0.01893   0.03430      0.04322   \n",
      "18              0.542       0.02471       0.03572   0.05767      0.07413   \n",
      "19              0.348       0.01721       0.02374   0.04310      0.05164   \n",
      "20              0.328       0.01667       0.02383   0.04055      0.05000   \n",
      "21              0.370       0.02021       0.02591   0.04525      0.06062   \n",
      "22              0.377       0.02228       0.02540   0.04246      0.06685   \n",
      "23              0.364       0.02187       0.02470   0.03772      0.06562   \n",
      "24              0.164       0.00738       0.00948   0.01497      0.02214   \n",
      "25              0.381       0.01732       0.02245   0.03780      0.05197   \n",
      "26              0.186       0.00889       0.01169   0.01872      0.02666   \n",
      "27              0.198       0.00883       0.01144   0.01826      0.02650   \n",
      "28              0.161       0.00769       0.01012   0.01661      0.02307   \n",
      "29              0.168       0.00793       0.01057   0.01799      0.02380   \n",
      "30              0.097       0.00563       0.00680   0.00802      0.01689   \n",
      "31              0.089       0.00504       0.00641   0.00762      0.01513   \n",
      "32              0.111       0.00640       0.00825   0.00951      0.01919   \n",
      "33              0.085       0.00469       0.00606   0.00719      0.01407   \n",
      "34              0.085       0.00468       0.00610   0.00726      0.01403   \n",
      "35              0.107       0.00586       0.00760   0.00957      0.01758   \n",
      "36              0.189       0.01154       0.01347   0.01612      0.03463   \n",
      "37              0.168       0.00938       0.01160   0.01491      0.02814   \n",
      "38              0.131       0.00726       0.00885   0.01190      0.02177   \n",
      "39              0.151       0.00829       0.01003   0.01366      0.02488   \n",
      "40              0.135       0.00774       0.00941   0.01233      0.02321   \n",
      "41              0.132       0.00742       0.00901   0.01234      0.02226   \n",
      "42              0.164       0.01035       0.01024   0.01133      0.03104   \n",
      "43              0.154       0.01006       0.01038   0.01251      0.03017   \n",
      "44              0.126       0.00777       0.00898   0.01033      0.02330   \n",
      "45              0.134       0.00847       0.00879   0.01014      0.02542   \n",
      "46              0.141       0.00906       0.00977   0.01149      0.02719   \n",
      "47              0.103       0.00614       0.00730   0.00860      0.01841   \n",
      "48              0.143       0.00855       0.00776   0.01433      0.02566   \n",
      "49              0.154       0.00930       0.00802   0.01400      0.02789   \n",
      "50              0.197       0.01241       0.01024   0.01685      0.03724   \n",
      "51              0.185       0.01143       0.00959   0.01614      0.03429   \n",
      "52              0.210       0.01323       0.01072   0.01677      0.03969   \n",
      "53              0.228       0.01396       0.01219   0.01947      0.04188   \n",
      "54              0.255       0.01483       0.01609   0.02067      0.04450   \n",
      "55              0.307       0.01789       0.01992   0.02454      0.05368   \n",
      "56              0.334       0.02032       0.02302   0.02802      0.06097   \n",
      "57              0.221       0.01189       0.01459   0.01948      0.03568   \n",
      "58              0.265       0.01394       0.01625   0.02137      0.04183   \n",
      "59              0.350       0.01805       0.01974   0.02519      0.05414   \n",
      "60              0.170       0.00975       0.01258   0.01382      0.02925   \n",
      "61              0.165       0.01013       0.01296   0.01340      0.03039   \n",
      "62              0.145       0.00867       0.01108   0.01200      0.02602   \n",
      "63              0.145       0.00882       0.01075   0.01179      0.02647   \n",
      "64              0.129       0.00769       0.00957   0.01016      0.02308   \n",
      "65              0.154       0.00942       0.01160   0.01234      0.02827   \n",
      "66              0.313       0.01830       0.01810   0.02428      0.05490   \n",
      "67              0.308       0.01638       0.01759   0.02603      0.04914   \n",
      "68              0.478       0.03152       0.02422   0.03392      0.09455   \n",
      "69              0.497       0.03357       0.02494   0.03635      0.10070   \n",
      "70              0.365       0.01868       0.01906   0.02949      0.05605   \n",
      "71              0.483       0.02749       0.02466   0.03736      0.08247   \n",
      "72              0.152       0.00974       0.00925   0.01345      0.02921   \n",
      "73              0.226       0.01373       0.01375   0.01956      0.04120   \n",
      "74              0.216       0.01432       0.01325   0.01831      0.04295   \n",
      "75              0.206       0.01284       0.01219   0.01715      0.03851   \n",
      "76              0.350       0.02413       0.02231   0.02704      0.07238   \n",
      "77              0.197       0.01284       0.01199   0.01636      0.03852   \n",
      "78              0.263       0.01803       0.01886   0.02455      0.05408   \n",
      "79              0.361       0.01773       0.01783   0.02139      0.05320   \n",
      "80              0.364       0.02266       0.02451   0.02876      0.06799   \n",
      "81              0.296       0.01792       0.01841   0.02190      0.05377   \n",
      "82              0.216       0.01371       0.01421   0.01751      0.04114   \n",
      "83              0.202       0.01277       0.01343   0.01552      0.03831   \n",
      "84              0.435       0.02679       0.03022   0.03510      0.08037   \n",
      "85              0.331       0.02107       0.02493   0.02877      0.06321   \n",
      "86              0.327       0.02073       0.02415   0.02784      0.06219   \n",
      "87              0.580       0.03671       0.04159   0.04683      0.11012   \n",
      "88              0.650       0.03788       0.04254   0.04802      0.11363   \n",
      "89              0.442       0.02297       0.02768   0.03455      0.06892   \n",
      "90              0.634       0.03650       0.04282   0.05114      0.10949   \n",
      "91              0.772       0.04421       0.04962   0.05690      0.13262   \n",
      "92              0.383       0.02383       0.02521   0.03051      0.07150   \n",
      "93              0.637       0.03341       0.03794   0.04398      0.10024   \n",
      "94              0.307       0.02062       0.02321   0.02764      0.06185   \n",
      "95              0.283       0.01813       0.01909   0.02571      0.05439   \n",
      "96              0.307       0.01806       0.02024   0.02809      0.05417   \n",
      "97              0.342       0.02135       0.02174   0.03088      0.06406   \n",
      "98              0.422       0.02542       0.02630   0.03908      0.07625   \n",
      "99              0.659       0.03611       0.03963   0.05783      0.10833   \n",
      "100             0.891       0.05358       0.04791   0.06196      0.16074   \n",
      "101             0.584       0.03223       0.03672   0.05174      0.09669   \n",
      "102             0.930       0.05551       0.05005   0.06023      0.16654   \n",
      "103             0.107       0.00522       0.00659   0.01009      0.01567   \n",
      "104             0.094       0.00469       0.00582   0.00871      0.01406   \n",
      "105             0.126       0.00660       0.00818   0.01059      0.01979   \n",
      "106             0.097       0.00522       0.00632   0.00928      0.01567   \n",
      "107             0.137       0.00633       0.00788   0.01267      0.01898   \n",
      "108             0.093       0.00455       0.00576   0.00993      0.01364   \n",
      "109             0.275       0.01771       0.01815   0.02084      0.05312   \n",
      "110             0.207       0.01192       0.01439   0.01852      0.03576   \n",
      "111             0.155       0.00952       0.01058   0.01307      0.02855   \n",
      "112             0.210       0.01277       0.01483   0.01767      0.03831   \n",
      "113             0.149       0.00861       0.01017   0.01301      0.02583   \n",
      "114             0.209       0.01107       0.01284   0.01604      0.03320   \n",
      "115             0.235       0.00796       0.00832   0.01271      0.02389   \n",
      "116             0.148       0.00606       0.00747   0.01312      0.01818   \n",
      "117             0.175       0.00757       0.00971   0.01652      0.02270   \n",
      "118             0.129       0.00617       0.00744   0.01151      0.01851   \n",
      "119             0.124       0.00679       0.00631   0.01075      0.02038   \n",
      "120             0.221       0.00849       0.01117   0.01734      0.02548   \n",
      "121             0.117       0.00534       0.00630   0.01104      0.01603   \n",
      "122             0.441       0.02587       0.02567   0.03220      0.07761   \n",
      "123             0.231       0.01372       0.01580   0.01931      0.04115   \n",
      "124             0.224       0.01289       0.01420   0.01720      0.03867   \n",
      "125             0.233       0.01235       0.01495   0.01944      0.03706   \n",
      "126             0.246       0.01484       0.01805   0.02259      0.04451   \n",
      "127             0.257       0.01547       0.01859   0.02301      0.04641   \n",
      "128             0.098       0.00538       0.00570   0.00811      0.01614   \n",
      "129             0.090       0.00476       0.00588   0.00903      0.01428   \n",
      "130             0.125       0.00703       0.00820   0.01194      0.02110   \n",
      "131             0.138       0.00721       0.00815   0.01310      0.02164   \n",
      "132             0.106       0.00633       0.00701   0.00915      0.01898   \n",
      "133             0.099       0.00490       0.00621   0.00903      0.01471   \n",
      "134             0.441       0.02683       0.03112   0.03651      0.08050   \n",
      "135             0.379       0.02229       0.02592   0.03316      0.06688   \n",
      "136             0.431       0.02385       0.02973   0.04370      0.07154   \n",
      "137             0.476       0.02896       0.03347   0.04134      0.08689   \n",
      "138             0.517       0.03070       0.03530   0.04451      0.09211   \n",
      "139             0.267       0.01514       0.01812   0.02770      0.04543   \n",
      "140             0.281       0.01713       0.01964   0.02824      0.05139   \n",
      "141             0.571       0.04016       0.04003   0.04464      0.12047   \n",
      "142             0.297       0.02055       0.02076   0.02530      0.06165   \n",
      "143             0.180       0.01117       0.01177   0.01506      0.03350   \n",
      "144             0.228       0.01475       0.01558   0.02006      0.04426   \n",
      "145             0.225       0.01379       0.01478   0.01909      0.04137   \n",
      "146             0.821       0.03804       0.05426   0.08808      0.11411   \n",
      "147             0.618       0.02865       0.04101   0.06359      0.08595   \n",
      "148             0.722       0.03474       0.04580   0.06824      0.10422   \n",
      "149             0.833       0.03515       0.04265   0.06460      0.10546   \n",
      "150             0.784       0.02699       0.03714   0.06259      0.08096   \n",
      "151             1.302       0.05647       0.07940   0.13778      0.16942   \n",
      "152             1.018       0.04284       0.05556   0.08318      0.12851   \n",
      "153             0.241       0.01340       0.01399   0.02056      0.04019   \n",
      "154             0.236       0.01484       0.01405   0.02018      0.04451   \n",
      "155             0.276       0.01659       0.01804   0.02402      0.04977   \n",
      "156             0.223       0.01205       0.01289   0.01771      0.03615   \n",
      "157             0.438       0.02610       0.02161   0.02916      0.07830   \n",
      "158             0.266       0.01500       0.01581   0.02157      0.04499   \n",
      "159             0.339       0.01360       0.01650   0.03105      0.04079   \n",
      "160             0.406       0.01579       0.01994   0.04114      0.04736   \n",
      "161             0.325       0.01644       0.01722   0.02931      0.04933   \n",
      "162             0.369       0.01864       0.01940   0.03091      0.05592   \n",
      "163             0.155       0.00967       0.01033   0.01363      0.02902   \n",
      "164             0.272       0.01579       0.01553   0.02073      0.04736   \n",
      "165             0.217       0.01410       0.01426   0.01621      0.04231   \n",
      "166             0.116       0.00696       0.00747   0.00882      0.02089   \n",
      "167             0.197       0.01186       0.01230   0.01367      0.03557   \n",
      "168             0.189       0.01279       0.01272   0.01439      0.03836   \n",
      "169             0.212       0.01176       0.01191   0.01344      0.03529   \n",
      "170             0.181       0.01084       0.01121   0.01255      0.03253   \n",
      "171             0.129       0.00664       0.00786   0.01140      0.01992   \n",
      "172             0.133       0.00754       0.00950   0.01285      0.02261   \n",
      "173             0.133       0.00748       0.00905   0.01148      0.02245   \n",
      "174             0.145       0.00881       0.01062   0.01318      0.02643   \n",
      "175             0.137       0.00812       0.00933   0.01133      0.02436   \n",
      "176             0.155       0.00874       0.01021   0.01331      0.02623   \n",
      "177             0.132       0.00728       0.00886   0.01230      0.02184   \n",
      "178             0.142       0.00839       0.00956   0.01309      0.02518   \n",
      "179             0.131       0.00725       0.00876   0.01263      0.02175   \n",
      "180             0.237       0.01321       0.01574   0.02148      0.03964   \n",
      "181             0.163       0.00950       0.01103   0.01559      0.02849   \n",
      "182             0.198       0.01155       0.01341   0.01666      0.03464   \n",
      "183             0.171       0.00864       0.01223   0.01949      0.02592   \n",
      "184             0.163       0.00810       0.01144   0.01756      0.02429   \n",
      "185             0.136       0.00667       0.00990   0.01691      0.02001   \n",
      "186             0.154       0.00820       0.00972   0.01491      0.02460   \n",
      "187             0.117       0.00631       0.00789   0.01144      0.01892   \n",
      "188             0.106       0.00557       0.00721   0.01095      0.01672   \n",
      "189             0.255       0.01454       0.01582   0.01758      0.04363   \n",
      "190             0.405       0.02336       0.02498   0.02745      0.07008   \n",
      "191             0.263       0.01604       0.01657   0.01879      0.04812   \n",
      "192             0.256       0.01268       0.01365   0.01667      0.03804   \n",
      "193             0.241       0.01265       0.01321   0.01588      0.03794   \n",
      "194             0.190       0.01026       0.01161   0.01373      0.03078   \n",
      "\n",
      "         NHR     HNR      RPDE       DFA   spread1   spread2        D2  \\\n",
      "0    0.02211  21.033  0.414783  0.815285 -4.813031  0.266482  2.301442   \n",
      "1    0.01929  19.085  0.458359  0.819521 -4.075192  0.335590  2.486855   \n",
      "2    0.01309  20.651  0.429895  0.825288 -4.443179  0.311173  2.342259   \n",
      "3    0.01353  20.644  0.434969  0.819235 -4.117501  0.334147  2.405554   \n",
      "4    0.01767  19.649  0.417356  0.823484 -3.747787  0.234513  2.332180   \n",
      "5    0.01222  21.378  0.415564  0.825069 -4.242867  0.299111  2.187560   \n",
      "6    0.00607  24.886  0.596040  0.764112 -5.634322  0.257682  1.854785   \n",
      "7    0.00344  26.892  0.637420  0.763262 -6.167603  0.183721  2.064693   \n",
      "8    0.01070  21.812  0.615551  0.773587 -5.498678  0.327769  2.322511   \n",
      "9    0.01022  21.862  0.547037  0.798463 -5.011879  0.325996  2.432792   \n",
      "10   0.01166  21.118  0.611137  0.776156 -5.249770  0.391002  2.407313   \n",
      "11   0.01141  21.414  0.583390  0.792520 -4.960234  0.363566  2.642476   \n",
      "12   0.00581  25.703  0.460600  0.646846 -6.547148  0.152813  2.041277   \n",
      "13   0.01041  24.889  0.430166  0.665833 -5.660217  0.254989  2.519422   \n",
      "14   0.00609  24.922  0.474791  0.654027 -6.105098  0.203653  2.125618   \n",
      "15   0.00839  25.175  0.565924  0.658245 -5.340115  0.210185  2.205546   \n",
      "16   0.01859  22.333  0.567380  0.644692 -5.440040  0.239764  2.264501   \n",
      "17   0.02919  20.376  0.631099  0.605417 -2.931070  0.434326  3.007463   \n",
      "18   0.03160  17.280  0.665318  0.719467 -3.949079  0.357870  3.109010   \n",
      "19   0.03365  17.153  0.649554  0.686080 -4.554466  0.340176  2.856676   \n",
      "20   0.03871  17.536  0.660125  0.704087 -4.095442  0.262564  2.739710   \n",
      "21   0.01849  19.493  0.629017  0.698951 -5.186960  0.237622  2.557536   \n",
      "22   0.01280  22.468  0.619060  0.679834 -4.330956  0.262384  2.916777   \n",
      "23   0.01840  20.422  0.537264  0.686894 -5.248776  0.210279  2.547508   \n",
      "24   0.01778  23.831  0.397937  0.732479 -5.557447  0.220890  2.692176   \n",
      "25   0.02887  22.066  0.522746  0.737948 -5.571843  0.236853  2.846369   \n",
      "26   0.01095  25.908  0.418622  0.720916 -6.183590  0.226278  2.589702   \n",
      "27   0.01328  25.119  0.358773  0.726652 -6.271690  0.196102  2.314209   \n",
      "28   0.00677  25.970  0.470478  0.676258 -7.120925  0.279789  2.241742   \n",
      "29   0.01170  25.678  0.427785  0.723797 -6.635729  0.209866  1.957961   \n",
      "30   0.00339  26.775  0.422229  0.741367 -7.348300  0.177551  1.743867   \n",
      "31   0.00167  30.940  0.432439  0.742055 -7.682587  0.173319  2.103106   \n",
      "32   0.00119  30.775  0.465946  0.738703 -7.067931  0.175181  1.512275   \n",
      "33   0.00072  32.684  0.368535  0.742133 -7.695734  0.178540  1.544609   \n",
      "34   0.00065  33.047  0.340068  0.741899 -7.964984  0.163519  1.423287   \n",
      "35   0.00135  31.732  0.344252  0.742737 -7.777685  0.170183  2.447064   \n",
      "36   0.00586  23.216  0.360148  0.778834 -6.149653  0.218037  2.477082   \n",
      "37   0.00340  24.951  0.341435  0.783626 -6.006414  0.196371  2.536527   \n",
      "38   0.00231  26.738  0.403884  0.766209 -6.452058  0.212294  2.269398   \n",
      "39   0.00265  26.310  0.396793  0.758324 -6.006647  0.266892  2.382544   \n",
      "40   0.00231  26.822  0.326480  0.765623 -6.647379  0.201095  2.374073   \n",
      "41   0.00257  26.453  0.306443  0.759203 -7.044105  0.063412  2.361532   \n",
      "42   0.00740  22.736  0.305062  0.654172 -7.310550  0.098648  2.416838   \n",
      "43   0.00675  23.145  0.457702  0.634267 -6.793547  0.158266  2.256699   \n",
      "44   0.00454  25.368  0.438296  0.635285 -7.057869  0.091608  2.330716   \n",
      "45   0.00476  25.032  0.431285  0.638928 -6.995820  0.102083  2.365800   \n",
      "46   0.00476  24.602  0.467489  0.631653 -7.156076  0.127642  2.392122   \n",
      "47   0.00432  26.805  0.610367  0.635204 -7.319510  0.200873  2.028612   \n",
      "48   0.00839  23.162  0.579597  0.733659 -6.439398  0.266392  2.079922   \n",
      "49   0.00462  24.971  0.538688  0.754073 -6.482096  0.264967  2.054419   \n",
      "50   0.00479  25.135  0.553134  0.775933 -6.650471  0.254498  1.840198   \n",
      "51   0.00474  25.030  0.507504  0.760361 -6.689151  0.291954  2.431854   \n",
      "52   0.00481  24.692  0.459766  0.766204 -7.072419  0.220434  1.972297   \n",
      "53   0.00484  25.429  0.420383  0.785714 -6.836811  0.269866  2.223719   \n",
      "54   0.01036  21.028  0.536009  0.819032 -4.649573  0.205558  1.986899   \n",
      "55   0.01180  20.767  0.558586  0.811843 -4.333543  0.221727  2.014606   \n",
      "56   0.00969  21.422  0.541781  0.821364 -4.438453  0.238298  1.922940   \n",
      "57   0.00681  22.817  0.530529  0.817756 -4.608260  0.290024  2.021591   \n",
      "58   0.00786  22.603  0.540049  0.813432 -4.476755  0.262633  1.827012   \n",
      "59   0.01143  21.660  0.547975  0.817396 -4.609161  0.221711  1.831691   \n",
      "60   0.00871  25.554  0.341788  0.678874 -7.040508  0.066994  2.460791   \n",
      "61   0.00301  26.138  0.447979  0.686264 -7.293801  0.086372  2.321560   \n",
      "62   0.00340  25.856  0.364867  0.694399 -6.966321  0.095882  2.278687   \n",
      "63   0.00351  25.964  0.256570  0.683296 -7.245620  0.018689  2.498224   \n",
      "64   0.00300  26.415  0.276850  0.673636 -7.496264  0.056844  2.003032   \n",
      "65   0.00420  24.547  0.305429  0.681811 -7.314237  0.006274  2.118596   \n",
      "66   0.02183  19.560  0.460139  0.720908 -5.409423  0.226850  2.359973   \n",
      "67   0.02659  19.979  0.498133  0.729067 -5.324574  0.205660  2.291558   \n",
      "68   0.04882  20.338  0.513237  0.731444 -5.869750  0.151814  2.118496   \n",
      "69   0.02431  21.718  0.487407  0.727313 -6.261141  0.120956  2.137075   \n",
      "70   0.02599  20.264  0.489345  0.730387 -5.720868  0.158830  2.277927   \n",
      "71   0.03361  18.570  0.543299  0.733232 -5.207985  0.224852  2.642276   \n",
      "72   0.00442  25.742  0.495954  0.762959 -5.791820  0.329066  2.205024   \n",
      "73   0.00623  24.178  0.509127  0.789532 -5.389129  0.306636  1.928708   \n",
      "74   0.00479  25.438  0.437031  0.815908 -5.313360  0.201861  2.225815   \n",
      "75   0.00472  25.197  0.463514  0.807217 -5.477592  0.315074  1.862092   \n",
      "76   0.00905  23.370  0.489538  0.789977 -5.775966  0.341169  2.007923   \n",
      "77   0.00420  25.820  0.429484  0.816340 -5.391029  0.250572  1.777901   \n",
      "78   0.01062  21.875  0.644954  0.779612 -5.115212  0.249494  2.017753   \n",
      "79   0.02220  19.200  0.594387  0.790117 -4.913885  0.265699  2.398422   \n",
      "80   0.01823  19.055  0.544805  0.770466 -4.441519  0.155097  2.645959   \n",
      "81   0.01825  19.659  0.576084  0.778747 -5.132032  0.210458  2.232576   \n",
      "82   0.01237  20.536  0.554610  0.787896 -5.022288  0.146948  2.428306   \n",
      "83   0.00882  22.244  0.576644  0.772416 -6.025367  0.078202  2.053601   \n",
      "84   0.05470  13.893  0.556494  0.729586 -5.288912  0.343073  3.099301   \n",
      "85   0.02782  16.176  0.583574  0.727747 -5.657899  0.315903  3.098256   \n",
      "86   0.03151  15.924  0.598714  0.712199 -6.366916  0.335753  2.654271   \n",
      "87   0.04824  13.922  0.602874  0.740837 -5.515071  0.299549  3.136550   \n",
      "88   0.04214  14.739  0.599371  0.743937 -5.783272  0.299793  3.007096   \n",
      "89   0.07223  11.866  0.590951  0.745526 -4.379411  0.375531  3.671155   \n",
      "90   0.08725  11.744  0.653410  0.733165 -4.508984  0.389232  3.317586   \n",
      "91   0.01658  19.664  0.501037  0.714360 -6.411497  0.207156  2.344876   \n",
      "92   0.01914  18.780  0.454444  0.734504 -5.952058  0.087840  2.344336   \n",
      "93   0.01211  20.969  0.447456  0.697790 -6.152551  0.173520  2.080121   \n",
      "94   0.00850  22.219  0.502380  0.712170 -6.251425  0.188056  2.143851   \n",
      "95   0.01018  21.693  0.447285  0.705658 -6.247076  0.180528  2.344348   \n",
      "96   0.00852  22.663  0.366329  0.693429 -6.417440  0.194627  2.473239   \n",
      "97   0.08151  15.338  0.629574  0.714485 -4.020042  0.265315  2.671825   \n",
      "98   0.10323  15.433  0.571010  0.690892 -5.159169  0.202146  2.441612   \n",
      "99   0.16744  12.435  0.638545  0.674953 -3.760348  0.242861  2.634633   \n",
      "100  0.31482   8.867  0.671299  0.656846 -3.700544  0.260481  2.991063   \n",
      "101  0.11843  15.060  0.639808  0.643327 -4.202730  0.310163  2.638279   \n",
      "102  0.25930  10.489  0.596362  0.641418 -3.269487  0.270641  2.690917   \n",
      "103  0.00495  26.759  0.296888  0.722356 -6.878393  0.089267  2.004055   \n",
      "104  0.00243  28.409  0.263654  0.691483 -7.111576  0.144780  2.065477   \n",
      "105  0.00578  27.421  0.365488  0.719974 -6.997403  0.210279  1.994387   \n",
      "106  0.00233  29.746  0.334171  0.677930 -6.981201  0.184550  2.129924   \n",
      "107  0.00659  26.833  0.393563  0.700246 -6.600023  0.249172  2.499148   \n",
      "108  0.00238  29.928  0.311369  0.676066 -6.739151  0.160686  2.296873   \n",
      "109  0.00947  21.934  0.497554  0.740539 -5.845099  0.278679  2.608749   \n",
      "110  0.00704  23.239  0.436084  0.727863 -5.258320  0.256454  2.550961   \n",
      "111  0.00830  22.407  0.338097  0.712466 -6.471427  0.184378  2.502336   \n",
      "112  0.01316  21.305  0.498877  0.722085 -4.876336  0.212054  2.376749   \n",
      "113  0.00620  23.671  0.441097  0.722254 -5.963040  0.250283  2.489191   \n",
      "114  0.01048  21.864  0.331508  0.715121 -6.729713  0.181701  2.938114   \n",
      "115  0.06051  23.693  0.407701  0.662668 -4.673241  0.261549  2.702355   \n",
      "116  0.01554  26.356  0.450798  0.653823 -6.051233  0.273280  2.640798   \n",
      "117  0.01802  25.690  0.486738  0.676023 -4.597834  0.372114  2.975889   \n",
      "118  0.00856  25.020  0.470422  0.655239 -4.913137  0.393056  2.816781   \n",
      "119  0.00681  24.581  0.462516  0.582710 -5.517173  0.389295  2.925862   \n",
      "120  0.02350  24.743  0.487756  0.684130 -6.186128  0.279933  2.686240   \n",
      "121  0.01161  27.166  0.400088  0.656182 -4.711007  0.281618  2.655744   \n",
      "122  0.01968  18.305  0.538016  0.741480 -5.418787  0.160267  2.090438   \n",
      "123  0.01813  18.784  0.589956  0.732903 -5.445140  0.142466  2.174306   \n",
      "124  0.02020  19.196  0.618663  0.728421 -5.944191  0.143359  1.929715   \n",
      "125  0.01874  18.857  0.637518  0.735546 -5.594275  0.127950  1.765957   \n",
      "126  0.01794  18.178  0.623209  0.738245 -5.540351  0.087165  1.821297   \n",
      "127  0.01796  18.330  0.585169  0.736964 -5.825257  0.115697  1.996146   \n",
      "128  0.01724  26.842  0.457541  0.699787 -6.890021  0.152941  2.328513   \n",
      "129  0.00487  26.369  0.491345  0.718839 -5.892061  0.195976  2.108873   \n",
      "130  0.01610  23.949  0.467160  0.724045 -6.135296  0.203630  2.539724   \n",
      "131  0.01015  26.017  0.468621  0.735136 -6.112667  0.217013  2.527742   \n",
      "132  0.00903  23.389  0.470972  0.721308 -5.436135  0.254909  2.516320   \n",
      "133  0.00504  25.619  0.482296  0.723096 -6.448134  0.178713  2.034827   \n",
      "134  0.03031  17.060  0.637814  0.744064 -5.301321  0.320385  2.375138   \n",
      "135  0.02529  17.707  0.653427  0.706687 -5.333619  0.322044  2.631793   \n",
      "136  0.02278  19.013  0.647900  0.708144 -4.378916  0.300067  2.445502   \n",
      "137  0.03690  16.747  0.625362  0.708617 -4.654894  0.304107  2.672362   \n",
      "138  0.02629  17.366  0.640945  0.701404 -5.634576  0.306014  2.419253   \n",
      "139  0.01827  18.801  0.624811  0.696049 -5.866357  0.233070  2.445646   \n",
      "140  0.02485  18.540  0.677131  0.685057 -4.796845  0.397749  2.963799   \n",
      "141  0.04238  15.648  0.606344  0.665945 -5.410336  0.288917  2.665133   \n",
      "142  0.01728  18.702  0.606273  0.661735 -5.585259  0.310746  2.465528   \n",
      "143  0.02010  18.687  0.536102  0.632631 -5.898673  0.213353  2.470746   \n",
      "144  0.01049  20.680  0.497480  0.630409 -6.132663  0.220617  2.576563   \n",
      "145  0.01493  20.366  0.566849  0.574282 -5.456811  0.345238  2.840556   \n",
      "146  0.07530  12.359  0.561610  0.793509 -3.297668  0.414758  3.413649   \n",
      "147  0.06057  14.367  0.478024  0.768974 -4.276605  0.355736  3.142364   \n",
      "148  0.08069  12.298  0.552870  0.764036 -3.377325  0.335357  3.274865   \n",
      "149  0.07889  14.989  0.427627  0.775708 -4.892495  0.262281  2.910213   \n",
      "150  0.10952  12.529  0.507826  0.762726 -4.484303  0.340256  2.958815   \n",
      "151  0.21713   8.441  0.625866  0.768320 -2.434031  0.450493  3.079221   \n",
      "152  0.16265   9.449  0.584164  0.754449 -2.839756  0.356224  3.184027   \n",
      "153  0.04179  21.520  0.566867  0.670475 -4.865194  0.246404  2.013530   \n",
      "154  0.04611  21.824  0.651680  0.659333 -4.239028  0.175691  2.451130   \n",
      "155  0.02631  22.431  0.628300  0.652025 -3.583722  0.207914  2.439597   \n",
      "156  0.03191  22.953  0.611679  0.623731 -5.435100  0.230532  2.699645   \n",
      "157  0.10748  19.075  0.630547  0.646786 -3.444478  0.303214  2.964568   \n",
      "158  0.03828  21.534  0.635015  0.627337 -5.070096  0.280091  2.892300   \n",
      "159  0.02663  19.651  0.654945  0.675865 -5.498456  0.234196  2.103014   \n",
      "160  0.02073  20.437  0.653139  0.694571 -5.185987  0.259229  2.151121   \n",
      "161  0.02810  19.388  0.577802  0.684373 -5.283009  0.226528  2.442906   \n",
      "162  0.02707  18.954  0.685151  0.719576 -5.529833  0.242750  2.408689   \n",
      "163  0.01435  21.219  0.557045  0.673086 -5.617124  0.184896  1.871871   \n",
      "164  0.03882  18.447  0.671378  0.674562 -2.929379  0.396746  2.560422   \n",
      "165  0.00620  24.078  0.469928  0.628232 -6.816086  0.172270  2.235197   \n",
      "166  0.00533  24.679  0.384868  0.626710 -7.018057  0.176316  1.852402   \n",
      "167  0.00910  21.083  0.440988  0.628058 -7.517934  0.160414  1.881767   \n",
      "168  0.01337  19.269  0.372222  0.725216 -5.736781  0.164529  2.882450   \n",
      "169  0.00965  21.020  0.371837  0.646167 -7.169701  0.073298  2.266432   \n",
      "170  0.01049  21.528  0.522812  0.646818 -7.304500  0.171088  2.095237   \n",
      "171  0.00435  26.436  0.413295  0.756700 -6.323531  0.218885  2.193412   \n",
      "172  0.00430  26.550  0.369090  0.776158 -6.085567  0.192375  1.889002   \n",
      "173  0.00478  26.547  0.380253  0.766700 -5.943501  0.192150  1.852542   \n",
      "174  0.00590  25.445  0.387482  0.756482 -6.012559  0.229298  1.872946   \n",
      "175  0.00401  26.005  0.405991  0.761255 -5.966779  0.197938  1.974857   \n",
      "176  0.00415  26.143  0.361232  0.763242 -6.016891  0.109256  2.004719   \n",
      "177  0.00570  24.151  0.396610  0.745957 -6.486822  0.197919  2.449763   \n",
      "178  0.00488  24.412  0.402591  0.762508 -6.311987  0.182459  2.251553   \n",
      "179  0.00540  23.683  0.398499  0.778349 -5.711205  0.240875  2.845109   \n",
      "180  0.00611  23.133  0.352396  0.759320 -6.261446  0.183218  2.264226   \n",
      "181  0.00639  22.866  0.408598  0.768845 -5.704053  0.216204  2.679185   \n",
      "182  0.00595  23.008  0.329577  0.757180 -6.277170  0.109397  2.209021   \n",
      "183  0.00955  23.079  0.603515  0.669565 -5.619070  0.191576  2.027228   \n",
      "184  0.01179  22.085  0.663842  0.656516 -5.198864  0.206768  2.120412   \n",
      "185  0.00737  24.199  0.598515  0.654331 -5.592584  0.133917  2.058658   \n",
      "186  0.01397  23.958  0.566424  0.667654 -6.431119  0.153310  2.161936   \n",
      "187  0.00680  25.023  0.528485  0.663884 -6.359018  0.116636  2.152083   \n",
      "188  0.00703  24.775  0.555303  0.659132 -6.710219  0.149694  1.913990   \n",
      "189  0.04441  19.368  0.508479  0.683761 -6.934474  0.159890  2.316346   \n",
      "190  0.02764  19.517  0.448439  0.657899 -6.538586  0.121952  2.657476   \n",
      "191  0.01810  19.147  0.431674  0.683244 -6.195325  0.129303  2.784312   \n",
      "192  0.10715  17.883  0.407567  0.655683 -6.787197  0.158453  2.679772   \n",
      "193  0.07223  19.020  0.451221  0.643956 -6.744577  0.207454  2.138608   \n",
      "194  0.04398  21.209  0.462803  0.664357 -5.724056  0.190667  2.555477   \n",
      "\n",
      "          PPE  \n",
      "0    0.284654  \n",
      "1    0.368674  \n",
      "2    0.332634  \n",
      "3    0.368975  \n",
      "4    0.410335  \n",
      "5    0.357775  \n",
      "6    0.211756  \n",
      "7    0.163755  \n",
      "8    0.231571  \n",
      "9    0.271362  \n",
      "10   0.249740  \n",
      "11   0.275931  \n",
      "12   0.138512  \n",
      "13   0.199889  \n",
      "14   0.170100  \n",
      "15   0.234589  \n",
      "16   0.218164  \n",
      "17   0.430788  \n",
      "18   0.377429  \n",
      "19   0.322111  \n",
      "20   0.365391  \n",
      "21   0.259765  \n",
      "22   0.285695  \n",
      "23   0.253556  \n",
      "24   0.215961  \n",
      "25   0.219514  \n",
      "26   0.147403  \n",
      "27   0.162999  \n",
      "28   0.108514  \n",
      "29   0.135242  \n",
      "30   0.085569  \n",
      "31   0.068501  \n",
      "32   0.096320  \n",
      "33   0.056141  \n",
      "34   0.044539  \n",
      "35   0.057610  \n",
      "36   0.165827  \n",
      "37   0.173218  \n",
      "38   0.141929  \n",
      "39   0.160691  \n",
      "40   0.130554  \n",
      "41   0.115730  \n",
      "42   0.095032  \n",
      "43   0.117399  \n",
      "44   0.091470  \n",
      "45   0.102706  \n",
      "46   0.097336  \n",
      "47   0.086398  \n",
      "48   0.133867  \n",
      "49   0.128872  \n",
      "50   0.103561  \n",
      "51   0.105993  \n",
      "52   0.119308  \n",
      "53   0.147491  \n",
      "54   0.316700  \n",
      "55   0.344834  \n",
      "56   0.335041  \n",
      "57   0.314464  \n",
      "58   0.326197  \n",
      "59   0.316395  \n",
      "60   0.101516  \n",
      "61   0.098555  \n",
      "62   0.103224  \n",
      "63   0.093534  \n",
      "64   0.073581  \n",
      "65   0.091546  \n",
      "66   0.226156  \n",
      "67   0.226247  \n",
      "68   0.185580  \n",
      "69   0.141958  \n",
      "70   0.180828  \n",
      "71   0.242981  \n",
      "72   0.188180  \n",
      "73   0.225461  \n",
      "74   0.244512  \n",
      "75   0.228624  \n",
      "76   0.193918  \n",
      "77   0.232744  \n",
      "78   0.260015  \n",
      "79   0.277948  \n",
      "80   0.327978  \n",
      "81   0.260633  \n",
      "82   0.264666  \n",
      "83   0.177275  \n",
      "84   0.242119  \n",
      "85   0.200423  \n",
      "86   0.144614  \n",
      "87   0.220968  \n",
      "88   0.194052  \n",
      "89   0.332086  \n",
      "90   0.301952  \n",
      "91   0.134120  \n",
      "92   0.186489  \n",
      "93   0.160809  \n",
      "94   0.160812  \n",
      "95   0.164916  \n",
      "96   0.151709  \n",
      "97   0.340623  \n",
      "98   0.260375  \n",
      "99   0.378483  \n",
      "100  0.370961  \n",
      "101  0.356881  \n",
      "102  0.444774  \n",
      "103  0.113942  \n",
      "104  0.093193  \n",
      "105  0.112878  \n",
      "106  0.106802  \n",
      "107  0.105306  \n",
      "108  0.115130  \n",
      "109  0.185668  \n",
      "110  0.232520  \n",
      "111  0.136390  \n",
      "112  0.268144  \n",
      "113  0.177807  \n",
      "114  0.115515  \n",
      "115  0.274407  \n",
      "116  0.170106  \n",
      "117  0.282780  \n",
      "118  0.251972  \n",
      "119  0.220657  \n",
      "120  0.152428  \n",
      "121  0.234809  \n",
      "122  0.229892  \n",
      "123  0.215558  \n",
      "124  0.181988  \n",
      "125  0.222716  \n",
      "126  0.214075  \n",
      "127  0.196535  \n",
      "128  0.112856  \n",
      "129  0.183572  \n",
      "130  0.169923  \n",
      "131  0.170633  \n",
      "132  0.232209  \n",
      "133  0.141422  \n",
      "134  0.243080  \n",
      "135  0.228319  \n",
      "136  0.259451  \n",
      "137  0.274387  \n",
      "138  0.209191  \n",
      "139  0.184985  \n",
      "140  0.277227  \n",
      "141  0.231723  \n",
      "142  0.209863  \n",
      "143  0.189032  \n",
      "144  0.159777  \n",
      "145  0.232861  \n",
      "146  0.457533  \n",
      "147  0.336085  \n",
      "148  0.418646  \n",
      "149  0.270173  \n",
      "150  0.301487  \n",
      "151  0.527367  \n",
      "152  0.454721  \n",
      "153  0.168581  \n",
      "154  0.247455  \n",
      "155  0.206256  \n",
      "156  0.220546  \n",
      "157  0.261305  \n",
      "158  0.249703  \n",
      "159  0.216638  \n",
      "160  0.244948  \n",
      "161  0.238281  \n",
      "162  0.220520  \n",
      "163  0.212386  \n",
      "164  0.367233  \n",
      "165  0.119652  \n",
      "166  0.091604  \n",
      "167  0.075587  \n",
      "168  0.202879  \n",
      "169  0.100881  \n",
      "170  0.096220  \n",
      "171  0.160376  \n",
      "172  0.174152  \n",
      "173  0.179677  \n",
      "174  0.163118  \n",
      "175  0.184067  \n",
      "176  0.174429  \n",
      "177  0.132703  \n",
      "178  0.160306  \n",
      "179  0.192730  \n",
      "180  0.144105  \n",
      "181  0.197710  \n",
      "182  0.156368  \n",
      "183  0.215724  \n",
      "184  0.252404  \n",
      "185  0.214346  \n",
      "186  0.120605  \n",
      "187  0.138868  \n",
      "188  0.121777  \n",
      "189  0.112838  \n",
      "190  0.133050  \n",
      "191  0.168895  \n",
      "192  0.131728  \n",
      "193  0.123306  \n",
      "194  0.148569  \n"
     ]
    }
   ],
   "source": [
    "print(X)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0      1\n",
      "1      1\n",
      "2      1\n",
      "3      1\n",
      "4      1\n",
      "5      1\n",
      "6      1\n",
      "7      1\n",
      "8      1\n",
      "9      1\n",
      "10     1\n",
      "11     1\n",
      "12     1\n",
      "13     1\n",
      "14     1\n",
      "15     1\n",
      "16     1\n",
      "17     1\n",
      "18     1\n",
      "19     1\n",
      "20     1\n",
      "21     1\n",
      "22     1\n",
      "23     1\n",
      "24     1\n",
      "25     1\n",
      "26     1\n",
      "27     1\n",
      "28     1\n",
      "29     1\n",
      "30     0\n",
      "31     0\n",
      "32     0\n",
      "33     0\n",
      "34     0\n",
      "35     0\n",
      "36     1\n",
      "37     1\n",
      "38     1\n",
      "39     1\n",
      "40     1\n",
      "41     1\n",
      "42     0\n",
      "43     0\n",
      "44     0\n",
      "45     0\n",
      "46     0\n",
      "47     0\n",
      "48     0\n",
      "49     0\n",
      "50     0\n",
      "51     0\n",
      "52     0\n",
      "53     0\n",
      "54     1\n",
      "55     1\n",
      "56     1\n",
      "57     1\n",
      "58     1\n",
      "59     1\n",
      "60     0\n",
      "61     0\n",
      "62     0\n",
      "63     0\n",
      "64     0\n",
      "65     0\n",
      "66     1\n",
      "67     1\n",
      "68     1\n",
      "69     1\n",
      "70     1\n",
      "71     1\n",
      "72     1\n",
      "73     1\n",
      "74     1\n",
      "75     1\n",
      "76     1\n",
      "77     1\n",
      "78     1\n",
      "79     1\n",
      "80     1\n",
      "81     1\n",
      "82     1\n",
      "83     1\n",
      "84     1\n",
      "85     1\n",
      "86     1\n",
      "87     1\n",
      "88     1\n",
      "89     1\n",
      "90     1\n",
      "91     1\n",
      "92     1\n",
      "93     1\n",
      "94     1\n",
      "95     1\n",
      "96     1\n",
      "97     1\n",
      "98     1\n",
      "99     1\n",
      "100    1\n",
      "101    1\n",
      "102    1\n",
      "103    1\n",
      "104    1\n",
      "105    1\n",
      "106    1\n",
      "107    1\n",
      "108    1\n",
      "109    1\n",
      "110    1\n",
      "111    1\n",
      "112    1\n",
      "113    1\n",
      "114    1\n",
      "115    1\n",
      "116    1\n",
      "117    1\n",
      "118    1\n",
      "119    1\n",
      "120    1\n",
      "121    1\n",
      "122    1\n",
      "123    1\n",
      "124    1\n",
      "125    1\n",
      "126    1\n",
      "127    1\n",
      "128    1\n",
      "129    1\n",
      "130    1\n",
      "131    1\n",
      "132    1\n",
      "133    1\n",
      "134    1\n",
      "135    1\n",
      "136    1\n",
      "137    1\n",
      "138    1\n",
      "139    1\n",
      "140    1\n",
      "141    1\n",
      "142    1\n",
      "143    1\n",
      "144    1\n",
      "145    1\n",
      "146    1\n",
      "147    1\n",
      "148    1\n",
      "149    1\n",
      "150    1\n",
      "151    1\n",
      "152    1\n",
      "153    1\n",
      "154    1\n",
      "155    1\n",
      "156    1\n",
      "157    1\n",
      "158    1\n",
      "159    1\n",
      "160    1\n",
      "161    1\n",
      "162    1\n",
      "163    1\n",
      "164    1\n",
      "165    0\n",
      "166    0\n",
      "167    0\n",
      "168    0\n",
      "169    0\n",
      "170    0\n",
      "171    0\n",
      "172    0\n",
      "173    0\n",
      "174    0\n",
      "175    0\n",
      "176    0\n",
      "177    1\n",
      "178    1\n",
      "179    1\n",
      "180    1\n",
      "181    1\n",
      "182    1\n",
      "183    0\n",
      "184    0\n",
      "185    0\n",
      "186    0\n",
      "187    0\n",
      "188    0\n",
      "189    0\n",
      "190    0\n",
      "191    0\n",
      "192    0\n",
      "193    0\n",
      "194    0\n",
      "Name: status, dtype: int64\n"
     ]
    }
   ],
   "source": [
    "print(Y)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "X_train,X_test,Y_train,Y_test = train_test_split(X,Y,test_size=0.2,random_state=2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(195, 22) (156, 22) (39, 22)\n"
     ]
    }
   ],
   "source": [
    "print(X.shape,X_train.shape,X_test.shape)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "ss=StandardScaler()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<style>#sk-container-id-1 {\n",
       "  /* Definition of color scheme common for light and dark mode */\n",
       "  --sklearn-color-text: black;\n",
       "  --sklearn-color-line: gray;\n",
       "  /* Definition of color scheme for unfitted estimators */\n",
       "  --sklearn-color-unfitted-level-0: #fff5e6;\n",
       "  --sklearn-color-unfitted-level-1: #f6e4d2;\n",
       "  --sklearn-color-unfitted-level-2: #ffe0b3;\n",
       "  --sklearn-color-unfitted-level-3: chocolate;\n",
       "  /* Definition of color scheme for fitted estimators */\n",
       "  --sklearn-color-fitted-level-0: #f0f8ff;\n",
       "  --sklearn-color-fitted-level-1: #d4ebff;\n",
       "  --sklearn-color-fitted-level-2: #b3dbfd;\n",
       "  --sklearn-color-fitted-level-3: cornflowerblue;\n",
       "\n",
       "  /* Specific color for light theme */\n",
       "  --sklearn-color-text-on-default-background: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, black)));\n",
       "  --sklearn-color-background: var(--sg-background-color, var(--theme-background, var(--jp-layout-color0, white)));\n",
       "  --sklearn-color-border-box: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, black)));\n",
       "  --sklearn-color-icon: #696969;\n",
       "\n",
       "  @media (prefers-color-scheme: dark) {\n",
       "    /* Redefinition of color scheme for dark theme */\n",
       "    --sklearn-color-text-on-default-background: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, white)));\n",
       "    --sklearn-color-background: var(--sg-background-color, var(--theme-background, var(--jp-layout-color0, #111)));\n",
       "    --sklearn-color-border-box: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, white)));\n",
       "    --sklearn-color-icon: #878787;\n",
       "  }\n",
       "}\n",
       "\n",
       "#sk-container-id-1 {\n",
       "  color: var(--sklearn-color-text);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 pre {\n",
       "  padding: 0;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 input.sk-hidden--visually {\n",
       "  border: 0;\n",
       "  clip: rect(1px 1px 1px 1px);\n",
       "  clip: rect(1px, 1px, 1px, 1px);\n",
       "  height: 1px;\n",
       "  margin: -1px;\n",
       "  overflow: hidden;\n",
       "  padding: 0;\n",
       "  position: absolute;\n",
       "  width: 1px;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-dashed-wrapped {\n",
       "  border: 1px dashed var(--sklearn-color-line);\n",
       "  margin: 0 0.4em 0.5em 0.4em;\n",
       "  box-sizing: border-box;\n",
       "  padding-bottom: 0.4em;\n",
       "  background-color: var(--sklearn-color-background);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-container {\n",
       "  /* jupyter's `normalize.less` sets `[hidden] { display: none; }`\n",
       "     but bootstrap.min.css set `[hidden] { display: none !important; }`\n",
       "     so we also need the `!important` here to be able to override the\n",
       "     default hidden behavior on the sphinx rendered scikit-learn.org.\n",
       "     See: https://github.com/scikit-learn/scikit-learn/issues/21755 */\n",
       "  display: inline-block !important;\n",
       "  position: relative;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-text-repr-fallback {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       "div.sk-parallel-item,\n",
       "div.sk-serial,\n",
       "div.sk-item {\n",
       "  /* draw centered vertical line to link estimators */\n",
       "  background-image: linear-gradient(var(--sklearn-color-text-on-default-background), var(--sklearn-color-text-on-default-background));\n",
       "  background-size: 2px 100%;\n",
       "  background-repeat: no-repeat;\n",
       "  background-position: center center;\n",
       "}\n",
       "\n",
       "/* Parallel-specific style estimator block */\n",
       "\n",
       "#sk-container-id-1 div.sk-parallel-item::after {\n",
       "  content: \"\";\n",
       "  width: 100%;\n",
       "  border-bottom: 2px solid var(--sklearn-color-text-on-default-background);\n",
       "  flex-grow: 1;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-parallel {\n",
       "  display: flex;\n",
       "  align-items: stretch;\n",
       "  justify-content: center;\n",
       "  background-color: var(--sklearn-color-background);\n",
       "  position: relative;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-parallel-item {\n",
       "  display: flex;\n",
       "  flex-direction: column;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-parallel-item:first-child::after {\n",
       "  align-self: flex-end;\n",
       "  width: 50%;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-parallel-item:last-child::after {\n",
       "  align-self: flex-start;\n",
       "  width: 50%;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-parallel-item:only-child::after {\n",
       "  width: 0;\n",
       "}\n",
       "\n",
       "/* Serial-specific style estimator block */\n",
       "\n",
       "#sk-container-id-1 div.sk-serial {\n",
       "  display: flex;\n",
       "  flex-direction: column;\n",
       "  align-items: center;\n",
       "  background-color: var(--sklearn-color-background);\n",
       "  padding-right: 1em;\n",
       "  padding-left: 1em;\n",
       "}\n",
       "\n",
       "\n",
       "/* Toggleable style: style used for estimator/Pipeline/ColumnTransformer box that is\n",
       "clickable and can be expanded/collapsed.\n",
       "- Pipeline and ColumnTransformer use this feature and define the default style\n",
       "- Estimators will overwrite some part of the style using the `sk-estimator` class\n",
       "*/\n",
       "\n",
       "/* Pipeline and ColumnTransformer style (default) */\n",
       "\n",
       "#sk-container-id-1 div.sk-toggleable {\n",
       "  /* Default theme specific background. It is overwritten whether we have a\n",
       "  specific estimator or a Pipeline/ColumnTransformer */\n",
       "  background-color: var(--sklearn-color-background);\n",
       "}\n",
       "\n",
       "/* Toggleable label */\n",
       "#sk-container-id-1 label.sk-toggleable__label {\n",
       "  cursor: pointer;\n",
       "  display: block;\n",
       "  width: 100%;\n",
       "  margin-bottom: 0;\n",
       "  padding: 0.5em;\n",
       "  box-sizing: border-box;\n",
       "  text-align: center;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 label.sk-toggleable__label-arrow:before {\n",
       "  /* Arrow on the left of the label */\n",
       "  content: \"▸\";\n",
       "  float: left;\n",
       "  margin-right: 0.25em;\n",
       "  color: var(--sklearn-color-icon);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 label.sk-toggleable__label-arrow:hover:before {\n",
       "  color: var(--sklearn-color-text);\n",
       "}\n",
       "\n",
       "/* Toggleable content - dropdown */\n",
       "\n",
       "#sk-container-id-1 div.sk-toggleable__content {\n",
       "  max-height: 0;\n",
       "  max-width: 0;\n",
       "  overflow: hidden;\n",
       "  text-align: left;\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-unfitted-level-0);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-toggleable__content.fitted {\n",
       "  /* fitted */\n",
       "  background-color: var(--sklearn-color-fitted-level-0);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-toggleable__content pre {\n",
       "  margin: 0.2em;\n",
       "  border-radius: 0.25em;\n",
       "  color: var(--sklearn-color-text);\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-unfitted-level-0);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-toggleable__content.fitted pre {\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-fitted-level-0);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 input.sk-toggleable__control:checked~div.sk-toggleable__content {\n",
       "  /* Expand drop-down */\n",
       "  max-height: 200px;\n",
       "  max-width: 100%;\n",
       "  overflow: auto;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {\n",
       "  content: \"▾\";\n",
       "}\n",
       "\n",
       "/* Pipeline/ColumnTransformer-specific style */\n",
       "\n",
       "#sk-container-id-1 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {\n",
       "  color: var(--sklearn-color-text);\n",
       "  background-color: var(--sklearn-color-unfitted-level-2);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-label.fitted input.sk-toggleable__control:checked~label.sk-toggleable__label {\n",
       "  background-color: var(--sklearn-color-fitted-level-2);\n",
       "}\n",
       "\n",
       "/* Estimator-specific style */\n",
       "\n",
       "/* Colorize estimator box */\n",
       "#sk-container-id-1 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-unfitted-level-2);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-estimator.fitted input.sk-toggleable__control:checked~label.sk-toggleable__label {\n",
       "  /* fitted */\n",
       "  background-color: var(--sklearn-color-fitted-level-2);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-label label.sk-toggleable__label,\n",
       "#sk-container-id-1 div.sk-label label {\n",
       "  /* The background is the default theme color */\n",
       "  color: var(--sklearn-color-text-on-default-background);\n",
       "}\n",
       "\n",
       "/* On hover, darken the color of the background */\n",
       "#sk-container-id-1 div.sk-label:hover label.sk-toggleable__label {\n",
       "  color: var(--sklearn-color-text);\n",
       "  background-color: var(--sklearn-color-unfitted-level-2);\n",
       "}\n",
       "\n",
       "/* Label box, darken color on hover, fitted */\n",
       "#sk-container-id-1 div.sk-label.fitted:hover label.sk-toggleable__label.fitted {\n",
       "  color: var(--sklearn-color-text);\n",
       "  background-color: var(--sklearn-color-fitted-level-2);\n",
       "}\n",
       "\n",
       "/* Estimator label */\n",
       "\n",
       "#sk-container-id-1 div.sk-label label {\n",
       "  font-family: monospace;\n",
       "  font-weight: bold;\n",
       "  display: inline-block;\n",
       "  line-height: 1.2em;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-label-container {\n",
       "  text-align: center;\n",
       "}\n",
       "\n",
       "/* Estimator-specific */\n",
       "#sk-container-id-1 div.sk-estimator {\n",
       "  font-family: monospace;\n",
       "  border: 1px dotted var(--sklearn-color-border-box);\n",
       "  border-radius: 0.25em;\n",
       "  box-sizing: border-box;\n",
       "  margin-bottom: 0.5em;\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-unfitted-level-0);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-estimator.fitted {\n",
       "  /* fitted */\n",
       "  background-color: var(--sklearn-color-fitted-level-0);\n",
       "}\n",
       "\n",
       "/* on hover */\n",
       "#sk-container-id-1 div.sk-estimator:hover {\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-unfitted-level-2);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-estimator.fitted:hover {\n",
       "  /* fitted */\n",
       "  background-color: var(--sklearn-color-fitted-level-2);\n",
       "}\n",
       "\n",
       "/* Specification for estimator info (e.g. \"i\" and \"?\") */\n",
       "\n",
       "/* Common style for \"i\" and \"?\" */\n",
       "\n",
       ".sk-estimator-doc-link,\n",
       "a:link.sk-estimator-doc-link,\n",
       "a:visited.sk-estimator-doc-link {\n",
       "  float: right;\n",
       "  font-size: smaller;\n",
       "  line-height: 1em;\n",
       "  font-family: monospace;\n",
       "  background-color: var(--sklearn-color-background);\n",
       "  border-radius: 1em;\n",
       "  height: 1em;\n",
       "  width: 1em;\n",
       "  text-decoration: none !important;\n",
       "  margin-left: 1ex;\n",
       "  /* unfitted */\n",
       "  border: var(--sklearn-color-unfitted-level-1) 1pt solid;\n",
       "  color: var(--sklearn-color-unfitted-level-1);\n",
       "}\n",
       "\n",
       ".sk-estimator-doc-link.fitted,\n",
       "a:link.sk-estimator-doc-link.fitted,\n",
       "a:visited.sk-estimator-doc-link.fitted {\n",
       "  /* fitted */\n",
       "  border: var(--sklearn-color-fitted-level-1) 1pt solid;\n",
       "  color: var(--sklearn-color-fitted-level-1);\n",
       "}\n",
       "\n",
       "/* On hover */\n",
       "div.sk-estimator:hover .sk-estimator-doc-link:hover,\n",
       ".sk-estimator-doc-link:hover,\n",
       "div.sk-label-container:hover .sk-estimator-doc-link:hover,\n",
       ".sk-estimator-doc-link:hover {\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-unfitted-level-3);\n",
       "  color: var(--sklearn-color-background);\n",
       "  text-decoration: none;\n",
       "}\n",
       "\n",
       "div.sk-estimator.fitted:hover .sk-estimator-doc-link.fitted:hover,\n",
       ".sk-estimator-doc-link.fitted:hover,\n",
       "div.sk-label-container:hover .sk-estimator-doc-link.fitted:hover,\n",
       ".sk-estimator-doc-link.fitted:hover {\n",
       "  /* fitted */\n",
       "  background-color: var(--sklearn-color-fitted-level-3);\n",
       "  color: var(--sklearn-color-background);\n",
       "  text-decoration: none;\n",
       "}\n",
       "\n",
       "/* Span, style for the box shown on hovering the info icon */\n",
       ".sk-estimator-doc-link span {\n",
       "  display: none;\n",
       "  z-index: 9999;\n",
       "  position: relative;\n",
       "  font-weight: normal;\n",
       "  right: .2ex;\n",
       "  padding: .5ex;\n",
       "  margin: .5ex;\n",
       "  width: min-content;\n",
       "  min-width: 20ex;\n",
       "  max-width: 50ex;\n",
       "  color: var(--sklearn-color-text);\n",
       "  box-shadow: 2pt 2pt 4pt #999;\n",
       "  /* unfitted */\n",
       "  background: var(--sklearn-color-unfitted-level-0);\n",
       "  border: .5pt solid var(--sklearn-color-unfitted-level-3);\n",
       "}\n",
       "\n",
       ".sk-estimator-doc-link.fitted span {\n",
       "  /* fitted */\n",
       "  background: var(--sklearn-color-fitted-level-0);\n",
       "  border: var(--sklearn-color-fitted-level-3);\n",
       "}\n",
       "\n",
       ".sk-estimator-doc-link:hover span {\n",
       "  display: block;\n",
       "}\n",
       "\n",
       "/* \"?\"-specific style due to the `<a>` HTML tag */\n",
       "\n",
       "#sk-container-id-1 a.estimator_doc_link {\n",
       "  float: right;\n",
       "  font-size: 1rem;\n",
       "  line-height: 1em;\n",
       "  font-family: monospace;\n",
       "  background-color: var(--sklearn-color-background);\n",
       "  border-radius: 1rem;\n",
       "  height: 1rem;\n",
       "  width: 1rem;\n",
       "  text-decoration: none;\n",
       "  /* unfitted */\n",
       "  color: var(--sklearn-color-unfitted-level-1);\n",
       "  border: var(--sklearn-color-unfitted-level-1) 1pt solid;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 a.estimator_doc_link.fitted {\n",
       "  /* fitted */\n",
       "  border: var(--sklearn-color-fitted-level-1) 1pt solid;\n",
       "  color: var(--sklearn-color-fitted-level-1);\n",
       "}\n",
       "\n",
       "/* On hover */\n",
       "#sk-container-id-1 a.estimator_doc_link:hover {\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-unfitted-level-3);\n",
       "  color: var(--sklearn-color-background);\n",
       "  text-decoration: none;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 a.estimator_doc_link.fitted:hover {\n",
       "  /* fitted */\n",
       "  background-color: var(--sklearn-color-fitted-level-3);\n",
       "}\n",
       "</style><div id=\"sk-container-id-1\" class=\"sk-top-container\"><div class=\"sk-text-repr-fallback\"><pre>StandardScaler()</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class=\"sk-container\" hidden><div class=\"sk-item\"><div class=\"sk-estimator fitted sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-1\" type=\"checkbox\" checked><label for=\"sk-estimator-id-1\" class=\"sk-toggleable__label fitted sk-toggleable__label-arrow fitted\">&nbsp;&nbsp;StandardScaler<a class=\"sk-estimator-doc-link fitted\" rel=\"noreferrer\" target=\"_blank\" href=\"https://scikit-learn.org/1.4/modules/generated/sklearn.preprocessing.StandardScaler.html\">?<span>Documentation for StandardScaler</span></a><span class=\"sk-estimator-doc-link fitted\">i<span>Fitted</span></span></label><div class=\"sk-toggleable__content fitted\"><pre>StandardScaler()</pre></div> </div></div></div></div>"
      ],
      "text/plain": [
       "StandardScaler()"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ss.fit(X_train)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "X_train=ss.transform(X_train)\n",
    "X_test=ss.transform(X_test)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[ 0.63239631 -0.02731081 -0.87985049 ... -0.97586547 -0.55160318\n",
      "   0.07769494]\n",
      " [-1.05512719 -0.83337041 -0.9284778  ...  0.3981808  -0.61014073\n",
      "   0.39291782]\n",
      " [ 0.02996187 -0.29531068 -1.12211107 ... -0.43937044 -0.62849605\n",
      "  -0.50948408]\n",
      " ...\n",
      " [-0.9096785  -0.6637302  -0.160638   ...  1.22001022 -0.47404629\n",
      "  -0.2159482 ]\n",
      " [-0.35977689  0.19731822 -0.79063679 ... -0.17896029 -0.47272835\n",
      "   0.28181221]\n",
      " [ 1.01957066  0.19922317 -0.61914972 ... -0.716232    1.23632066\n",
      "  -0.05829386]]\n"
     ]
    }
   ],
   "source": [
    "print(X_train)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[-1.70008583e+00 -9.67968410e-01 -7.70130215e-01 -2.75000683e-01\n",
      "   4.16156683e-01 -2.92615113e-01 -9.70869783e-02 -2.91621655e-01\n",
      "  -4.94706656e-01 -4.90058396e-01 -5.32488171e-01 -4.26848854e-01\n",
      "  -3.60251422e-01 -5.32484688e-01 -3.57189713e-01 -1.08840337e-01\n",
      "   1.06963705e+00  1.05628304e+00  3.72180199e-01  1.94886208e+00\n",
      "   3.66935071e-02  4.44314482e-01]\n",
      " [-1.39044095e+00 -9.29681132e-01 -7.37045677e-01  7.42068829e-01\n",
      "   1.50451280e+00  8.54349819e-01  7.33639862e-01  8.53234751e-01\n",
      "  -3.12538562e-03  3.01660094e-01  1.16511011e-01 -7.67595149e-02\n",
      "  -2.23967413e-01  1.16829276e-01 -1.19644974e-01 -5.22790834e-01\n",
      "   9.12650090e-01  1.31721995e+00  6.70118138e-01  4.74318608e-01\n",
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      "  -3.20601978e-01 -1.03328687e+00 -4.85227013e-02 -4.08644653e-01\n",
      "   4.10778366e-01 -6.40796560e-01]\n",
      " [-1.52451168e+00 -1.07977346e+00 -6.31053866e-01 -7.84562930e-02\n",
      "   4.16156683e-01 -5.26251678e-02 -9.03331016e-02 -5.16381438e-02\n",
      "   3.75884006e-02 -1.71439979e-01  1.44565731e-01  5.00738283e-03\n",
      "  -4.96121614e-02  1.44260687e-01 -3.80628663e-01  5.45384566e-02\n",
      "   1.38658201e+00  1.12087712e+00  4.91536327e-01  2.83621044e-01\n",
      "  -9.46868610e-01  5.54519145e-01]\n",
      " [ 1.23761922e+00  2.95888297e-01 -5.91612964e-01 -2.94082662e-01\n",
      "  -6.72199437e-01 -1.43010991e-01 -3.80749802e-01 -1.44099324e-01\n",
      "  -5.13806951e-01 -4.32127775e-01 -5.06303766e-01 -4.72892350e-01\n",
      "  -5.19157474e-01 -5.06611880e-01 -3.83783906e-01  5.21643923e-02\n",
      "  -1.55114544e+00 -8.44865548e-02 -9.40564247e-01 -5.14154950e-01\n",
      "   1.37686127e+00 -9.95317721e-01]\n",
      " [ 2.16159933e+00  5.67864191e-01  2.56219930e+00 -8.37919081e-01\n",
      "  -9.71497369e-01 -7.44544230e-01 -7.48836085e-01 -7.44577548e-01\n",
      "  -8.58617536e-01 -8.32814572e-01 -8.14905683e-01 -7.79319753e-01\n",
      "  -8.34210792e-01 -8.15215252e-01 -5.17656368e-01  8.08411807e-01\n",
      "  -5.50290302e-01 -1.57665467e+00 -1.23164638e+00 -1.57435339e+00\n",
      "  -1.56698801e-01 -1.25321272e+00]\n",
      " [-1.38571051e+00 -9.92566629e-01 -5.10574936e-01 -8.22726889e-02\n",
      "   4.16156683e-01  9.70988289e-03 -3.63020875e-02  9.65634621e-03\n",
      "  -3.51957085e-01 -3.98334912e-01 -2.59422233e-01 -3.64134437e-01\n",
      "  -4.38049177e-01 -2.59105741e-01 -3.41188122e-01 -2.34449925e-01\n",
      "   5.39845893e-01  1.27570853e+00  5.73962113e-01 -9.23122088e-01\n",
      "   8.96966890e-02  6.04403514e-01]\n",
      " [-7.58702661e-01 -5.02318921e-01 -4.67562790e-01  6.21852358e-01\n",
      "   9.60334743e-01  7.63963996e-01  3.21653380e-01  7.62851350e-01\n",
      "  -1.38335367e-01 -1.56957324e-01 -1.38786938e-01 -2.37117897e-01\n",
      "  -2.14035784e-01 -1.39093319e-01  2.42757247e-01 -1.90575389e-02\n",
      "   1.29343016e+00 -1.72520611e+00  5.31555286e-01  6.43681110e-01\n",
      "   1.26118997e+00  4.43917638e-01]]\n"
     ]
    }
   ],
   "source": [
    "print(X_test)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "model=svm.SVC(kernel = \"linear\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<style>#sk-container-id-2 {\n",
       "  /* Definition of color scheme common for light and dark mode */\n",
       "  --sklearn-color-text: black;\n",
       "  --sklearn-color-line: gray;\n",
       "  /* Definition of color scheme for unfitted estimators */\n",
       "  --sklearn-color-unfitted-level-0: #fff5e6;\n",
       "  --sklearn-color-unfitted-level-1: #f6e4d2;\n",
       "  --sklearn-color-unfitted-level-2: #ffe0b3;\n",
       "  --sklearn-color-unfitted-level-3: chocolate;\n",
       "  /* Definition of color scheme for fitted estimators */\n",
       "  --sklearn-color-fitted-level-0: #f0f8ff;\n",
       "  --sklearn-color-fitted-level-1: #d4ebff;\n",
       "  --sklearn-color-fitted-level-2: #b3dbfd;\n",
       "  --sklearn-color-fitted-level-3: cornflowerblue;\n",
       "\n",
       "  /* Specific color for light theme */\n",
       "  --sklearn-color-text-on-default-background: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, black)));\n",
       "  --sklearn-color-background: var(--sg-background-color, var(--theme-background, var(--jp-layout-color0, white)));\n",
       "  --sklearn-color-border-box: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, black)));\n",
       "  --sklearn-color-icon: #696969;\n",
       "\n",
       "  @media (prefers-color-scheme: dark) {\n",
       "    /* Redefinition of color scheme for dark theme */\n",
       "    --sklearn-color-text-on-default-background: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, white)));\n",
       "    --sklearn-color-background: var(--sg-background-color, var(--theme-background, var(--jp-layout-color0, #111)));\n",
       "    --sklearn-color-border-box: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, white)));\n",
       "    --sklearn-color-icon: #878787;\n",
       "  }\n",
       "}\n",
       "\n",
       "#sk-container-id-2 {\n",
       "  color: var(--sklearn-color-text);\n",
       "}\n",
       "\n",
       "#sk-container-id-2 pre {\n",
       "  padding: 0;\n",
       "}\n",
       "\n",
       "#sk-container-id-2 input.sk-hidden--visually {\n",
       "  border: 0;\n",
       "  clip: rect(1px 1px 1px 1px);\n",
       "  clip: rect(1px, 1px, 1px, 1px);\n",
       "  height: 1px;\n",
       "  margin: -1px;\n",
       "  overflow: hidden;\n",
       "  padding: 0;\n",
       "  position: absolute;\n",
       "  width: 1px;\n",
       "}\n",
       "\n",
       "#sk-container-id-2 div.sk-dashed-wrapped {\n",
       "  border: 1px dashed var(--sklearn-color-line);\n",
       "  margin: 0 0.4em 0.5em 0.4em;\n",
       "  box-sizing: border-box;\n",
       "  padding-bottom: 0.4em;\n",
       "  background-color: var(--sklearn-color-background);\n",
       "}\n",
       "\n",
       "#sk-container-id-2 div.sk-container {\n",
       "  /* jupyter's `normalize.less` sets `[hidden] { display: none; }`\n",
       "     but bootstrap.min.css set `[hidden] { display: none !important; }`\n",
       "     so we also need the `!important` here to be able to override the\n",
       "     default hidden behavior on the sphinx rendered scikit-learn.org.\n",
       "     See: https://github.com/scikit-learn/scikit-learn/issues/21755 */\n",
       "  display: inline-block !important;\n",
       "  position: relative;\n",
       "}\n",
       "\n",
       "#sk-container-id-2 div.sk-text-repr-fallback {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       "div.sk-parallel-item,\n",
       "div.sk-serial,\n",
       "div.sk-item {\n",
       "  /* draw centered vertical line to link estimators */\n",
       "  background-image: linear-gradient(var(--sklearn-color-text-on-default-background), var(--sklearn-color-text-on-default-background));\n",
       "  background-size: 2px 100%;\n",
       "  background-repeat: no-repeat;\n",
       "  background-position: center center;\n",
       "}\n",
       "\n",
       "/* Parallel-specific style estimator block */\n",
       "\n",
       "#sk-container-id-2 div.sk-parallel-item::after {\n",
       "  content: \"\";\n",
       "  width: 100%;\n",
       "  border-bottom: 2px solid var(--sklearn-color-text-on-default-background);\n",
       "  flex-grow: 1;\n",
       "}\n",
       "\n",
       "#sk-container-id-2 div.sk-parallel {\n",
       "  display: flex;\n",
       "  align-items: stretch;\n",
       "  justify-content: center;\n",
       "  background-color: var(--sklearn-color-background);\n",
       "  position: relative;\n",
       "}\n",
       "\n",
       "#sk-container-id-2 div.sk-parallel-item {\n",
       "  display: flex;\n",
       "  flex-direction: column;\n",
       "}\n",
       "\n",
       "#sk-container-id-2 div.sk-parallel-item:first-child::after {\n",
       "  align-self: flex-end;\n",
       "  width: 50%;\n",
       "}\n",
       "\n",
       "#sk-container-id-2 div.sk-parallel-item:last-child::after {\n",
       "  align-self: flex-start;\n",
       "  width: 50%;\n",
       "}\n",
       "\n",
       "#sk-container-id-2 div.sk-parallel-item:only-child::after {\n",
       "  width: 0;\n",
       "}\n",
       "\n",
       "/* Serial-specific style estimator block */\n",
       "\n",
       "#sk-container-id-2 div.sk-serial {\n",
       "  display: flex;\n",
       "  flex-direction: column;\n",
       "  align-items: center;\n",
       "  background-color: var(--sklearn-color-background);\n",
       "  padding-right: 1em;\n",
       "  padding-left: 1em;\n",
       "}\n",
       "\n",
       "\n",
       "/* Toggleable style: style used for estimator/Pipeline/ColumnTransformer box that is\n",
       "clickable and can be expanded/collapsed.\n",
       "- Pipeline and ColumnTransformer use this feature and define the default style\n",
       "- Estimators will overwrite some part of the style using the `sk-estimator` class\n",
       "*/\n",
       "\n",
       "/* Pipeline and ColumnTransformer style (default) */\n",
       "\n",
       "#sk-container-id-2 div.sk-toggleable {\n",
       "  /* Default theme specific background. It is overwritten whether we have a\n",
       "  specific estimator or a Pipeline/ColumnTransformer */\n",
       "  background-color: var(--sklearn-color-background);\n",
       "}\n",
       "\n",
       "/* Toggleable label */\n",
       "#sk-container-id-2 label.sk-toggleable__label {\n",
       "  cursor: pointer;\n",
       "  display: block;\n",
       "  width: 100%;\n",
       "  margin-bottom: 0;\n",
       "  padding: 0.5em;\n",
       "  box-sizing: border-box;\n",
       "  text-align: center;\n",
       "}\n",
       "\n",
       "#sk-container-id-2 label.sk-toggleable__label-arrow:before {\n",
       "  /* Arrow on the left of the label */\n",
       "  content: \"▸\";\n",
       "  float: left;\n",
       "  margin-right: 0.25em;\n",
       "  color: var(--sklearn-color-icon);\n",
       "}\n",
       "\n",
       "#sk-container-id-2 label.sk-toggleable__label-arrow:hover:before {\n",
       "  color: var(--sklearn-color-text);\n",
       "}\n",
       "\n",
       "/* Toggleable content - dropdown */\n",
       "\n",
       "#sk-container-id-2 div.sk-toggleable__content {\n",
       "  max-height: 0;\n",
       "  max-width: 0;\n",
       "  overflow: hidden;\n",
       "  text-align: left;\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-unfitted-level-0);\n",
       "}\n",
       "\n",
       "#sk-container-id-2 div.sk-toggleable__content.fitted {\n",
       "  /* fitted */\n",
       "  background-color: var(--sklearn-color-fitted-level-0);\n",
       "}\n",
       "\n",
       "#sk-container-id-2 div.sk-toggleable__content pre {\n",
       "  margin: 0.2em;\n",
       "  border-radius: 0.25em;\n",
       "  color: var(--sklearn-color-text);\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-unfitted-level-0);\n",
       "}\n",
       "\n",
       "#sk-container-id-2 div.sk-toggleable__content.fitted pre {\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-fitted-level-0);\n",
       "}\n",
       "\n",
       "#sk-container-id-2 input.sk-toggleable__control:checked~div.sk-toggleable__content {\n",
       "  /* Expand drop-down */\n",
       "  max-height: 200px;\n",
       "  max-width: 100%;\n",
       "  overflow: auto;\n",
       "}\n",
       "\n",
       "#sk-container-id-2 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {\n",
       "  content: \"▾\";\n",
       "}\n",
       "\n",
       "/* Pipeline/ColumnTransformer-specific style */\n",
       "\n",
       "#sk-container-id-2 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {\n",
       "  color: var(--sklearn-color-text);\n",
       "  background-color: var(--sklearn-color-unfitted-level-2);\n",
       "}\n",
       "\n",
       "#sk-container-id-2 div.sk-label.fitted input.sk-toggleable__control:checked~label.sk-toggleable__label {\n",
       "  background-color: var(--sklearn-color-fitted-level-2);\n",
       "}\n",
       "\n",
       "/* Estimator-specific style */\n",
       "\n",
       "/* Colorize estimator box */\n",
       "#sk-container-id-2 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-unfitted-level-2);\n",
       "}\n",
       "\n",
       "#sk-container-id-2 div.sk-estimator.fitted input.sk-toggleable__control:checked~label.sk-toggleable__label {\n",
       "  /* fitted */\n",
       "  background-color: var(--sklearn-color-fitted-level-2);\n",
       "}\n",
       "\n",
       "#sk-container-id-2 div.sk-label label.sk-toggleable__label,\n",
       "#sk-container-id-2 div.sk-label label {\n",
       "  /* The background is the default theme color */\n",
       "  color: var(--sklearn-color-text-on-default-background);\n",
       "}\n",
       "\n",
       "/* On hover, darken the color of the background */\n",
       "#sk-container-id-2 div.sk-label:hover label.sk-toggleable__label {\n",
       "  color: var(--sklearn-color-text);\n",
       "  background-color: var(--sklearn-color-unfitted-level-2);\n",
       "}\n",
       "\n",
       "/* Label box, darken color on hover, fitted */\n",
       "#sk-container-id-2 div.sk-label.fitted:hover label.sk-toggleable__label.fitted {\n",
       "  color: var(--sklearn-color-text);\n",
       "  background-color: var(--sklearn-color-fitted-level-2);\n",
       "}\n",
       "\n",
       "/* Estimator label */\n",
       "\n",
       "#sk-container-id-2 div.sk-label label {\n",
       "  font-family: monospace;\n",
       "  font-weight: bold;\n",
       "  display: inline-block;\n",
       "  line-height: 1.2em;\n",
       "}\n",
       "\n",
       "#sk-container-id-2 div.sk-label-container {\n",
       "  text-align: center;\n",
       "}\n",
       "\n",
       "/* Estimator-specific */\n",
       "#sk-container-id-2 div.sk-estimator {\n",
       "  font-family: monospace;\n",
       "  border: 1px dotted var(--sklearn-color-border-box);\n",
       "  border-radius: 0.25em;\n",
       "  box-sizing: border-box;\n",
       "  margin-bottom: 0.5em;\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-unfitted-level-0);\n",
       "}\n",
       "\n",
       "#sk-container-id-2 div.sk-estimator.fitted {\n",
       "  /* fitted */\n",
       "  background-color: var(--sklearn-color-fitted-level-0);\n",
       "}\n",
       "\n",
       "/* on hover */\n",
       "#sk-container-id-2 div.sk-estimator:hover {\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-unfitted-level-2);\n",
       "}\n",
       "\n",
       "#sk-container-id-2 div.sk-estimator.fitted:hover {\n",
       "  /* fitted */\n",
       "  background-color: var(--sklearn-color-fitted-level-2);\n",
       "}\n",
       "\n",
       "/* Specification for estimator info (e.g. \"i\" and \"?\") */\n",
       "\n",
       "/* Common style for \"i\" and \"?\" */\n",
       "\n",
       ".sk-estimator-doc-link,\n",
       "a:link.sk-estimator-doc-link,\n",
       "a:visited.sk-estimator-doc-link {\n",
       "  float: right;\n",
       "  font-size: smaller;\n",
       "  line-height: 1em;\n",
       "  font-family: monospace;\n",
       "  background-color: var(--sklearn-color-background);\n",
       "  border-radius: 1em;\n",
       "  height: 1em;\n",
       "  width: 1em;\n",
       "  text-decoration: none !important;\n",
       "  margin-left: 1ex;\n",
       "  /* unfitted */\n",
       "  border: var(--sklearn-color-unfitted-level-1) 1pt solid;\n",
       "  color: var(--sklearn-color-unfitted-level-1);\n",
       "}\n",
       "\n",
       ".sk-estimator-doc-link.fitted,\n",
       "a:link.sk-estimator-doc-link.fitted,\n",
       "a:visited.sk-estimator-doc-link.fitted {\n",
       "  /* fitted */\n",
       "  border: var(--sklearn-color-fitted-level-1) 1pt solid;\n",
       "  color: var(--sklearn-color-fitted-level-1);\n",
       "}\n",
       "\n",
       "/* On hover */\n",
       "div.sk-estimator:hover .sk-estimator-doc-link:hover,\n",
       ".sk-estimator-doc-link:hover,\n",
       "div.sk-label-container:hover .sk-estimator-doc-link:hover,\n",
       ".sk-estimator-doc-link:hover {\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-unfitted-level-3);\n",
       "  color: var(--sklearn-color-background);\n",
       "  text-decoration: none;\n",
       "}\n",
       "\n",
       "div.sk-estimator.fitted:hover .sk-estimator-doc-link.fitted:hover,\n",
       ".sk-estimator-doc-link.fitted:hover,\n",
       "div.sk-label-container:hover .sk-estimator-doc-link.fitted:hover,\n",
       ".sk-estimator-doc-link.fitted:hover {\n",
       "  /* fitted */\n",
       "  background-color: var(--sklearn-color-fitted-level-3);\n",
       "  color: var(--sklearn-color-background);\n",
       "  text-decoration: none;\n",
       "}\n",
       "\n",
       "/* Span, style for the box shown on hovering the info icon */\n",
       ".sk-estimator-doc-link span {\n",
       "  display: none;\n",
       "  z-index: 9999;\n",
       "  position: relative;\n",
       "  font-weight: normal;\n",
       "  right: .2ex;\n",
       "  padding: .5ex;\n",
       "  margin: .5ex;\n",
       "  width: min-content;\n",
       "  min-width: 20ex;\n",
       "  max-width: 50ex;\n",
       "  color: var(--sklearn-color-text);\n",
       "  box-shadow: 2pt 2pt 4pt #999;\n",
       "  /* unfitted */\n",
       "  background: var(--sklearn-color-unfitted-level-0);\n",
       "  border: .5pt solid var(--sklearn-color-unfitted-level-3);\n",
       "}\n",
       "\n",
       ".sk-estimator-doc-link.fitted span {\n",
       "  /* fitted */\n",
       "  background: var(--sklearn-color-fitted-level-0);\n",
       "  border: var(--sklearn-color-fitted-level-3);\n",
       "}\n",
       "\n",
       ".sk-estimator-doc-link:hover span {\n",
       "  display: block;\n",
       "}\n",
       "\n",
       "/* \"?\"-specific style due to the `<a>` HTML tag */\n",
       "\n",
       "#sk-container-id-2 a.estimator_doc_link {\n",
       "  float: right;\n",
       "  font-size: 1rem;\n",
       "  line-height: 1em;\n",
       "  font-family: monospace;\n",
       "  background-color: var(--sklearn-color-background);\n",
       "  border-radius: 1rem;\n",
       "  height: 1rem;\n",
       "  width: 1rem;\n",
       "  text-decoration: none;\n",
       "  /* unfitted */\n",
       "  color: var(--sklearn-color-unfitted-level-1);\n",
       "  border: var(--sklearn-color-unfitted-level-1) 1pt solid;\n",
       "}\n",
       "\n",
       "#sk-container-id-2 a.estimator_doc_link.fitted {\n",
       "  /* fitted */\n",
       "  border: var(--sklearn-color-fitted-level-1) 1pt solid;\n",
       "  color: var(--sklearn-color-fitted-level-1);\n",
       "}\n",
       "\n",
       "/* On hover */\n",
       "#sk-container-id-2 a.estimator_doc_link:hover {\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-unfitted-level-3);\n",
       "  color: var(--sklearn-color-background);\n",
       "  text-decoration: none;\n",
       "}\n",
       "\n",
       "#sk-container-id-2 a.estimator_doc_link.fitted:hover {\n",
       "  /* fitted */\n",
       "  background-color: var(--sklearn-color-fitted-level-3);\n",
       "}\n",
       "</style><div id=\"sk-container-id-2\" class=\"sk-top-container\"><div class=\"sk-text-repr-fallback\"><pre>SVC(kernel=&#x27;linear&#x27;)</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class=\"sk-container\" hidden><div class=\"sk-item\"><div class=\"sk-estimator fitted sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-2\" type=\"checkbox\" checked><label for=\"sk-estimator-id-2\" class=\"sk-toggleable__label fitted sk-toggleable__label-arrow fitted\">&nbsp;&nbsp;SVC<a class=\"sk-estimator-doc-link fitted\" rel=\"noreferrer\" target=\"_blank\" href=\"https://scikit-learn.org/1.4/modules/generated/sklearn.svm.SVC.html\">?<span>Documentation for SVC</span></a><span class=\"sk-estimator-doc-link fitted\">i<span>Fitted</span></span></label><div class=\"sk-toggleable__content fitted\"><pre>SVC(kernel=&#x27;linear&#x27;)</pre></div> </div></div></div></div>"
      ],
      "text/plain": [
       "SVC(kernel='linear')"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model.fit(X_train,Y_train)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "X_train_pred = model.predict(X_train)\n",
    "train_data_acc =accuracy_score(Y_train,X_train_pred)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "acc of training data : 0.8846153846153846\n"
     ]
    }
   ],
   "source": [
    "print(\"acc of training data :\",train_data_acc)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "X_test_pred = model.predict(X_test)\n",
    "test_data_acc =accuracy_score(Y_test,X_test_pred)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "acc of training data : 0.8717948717948718\n"
     ]
    }
   ],
   "source": [
    "print(\"acc of training data :\",test_data_acc)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[0]\n",
      "Negative,No Parkinson's Found\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\Dell\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.12_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python312\\site-packages\\sklearn\\base.py:493: UserWarning: X does not have valid feature names, but StandardScaler was fitted with feature names\n",
      "  warnings.warn(\n"
     ]
    }
   ],
   "source": [
    "input_data=(236.2,244.663,102.137,0.00277,0.00001,0.00154,0.00153,0.00462,0.02448,0.217,0.0141,0.01426,0.01621,0.04231,0.0062,24.078,0.469928,0.628232,-6.816086,0.17227,2.235197,0.119652)\n",
    "input_data_np = np.asarray(input_data)\n",
    "input_data_re = input_data_np.reshape(1,-1)\n",
    "s_data =ss.transform(input_data_re)\n",
    "pred=model.predict(s_data)\n",
    "print(pred)\n",
    "if (pred[0]==0):\n",
    "    print(\"Negative,No Parkinson's Found\")\n",
    "else:\n",
    "    print(\"Psitive,Parkinson;s founded\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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