Part2-4_Purchase_Analytics_Modelling_Purchase_Quantity.ipynb

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    "# Customer Analytics in FMGC Industry (Part 2)\n",
    "#### by Sooyeon Won\n",
    "\n",
    "### Keywords \n",
    "\n",
    "- Marketing Mix \n",
    "- STP framework (Segmentation, Targeting, Positioning) \n",
    "- Purchase Analytics \n",
    "- Predictive Analyses\n",
    "- Price Elasticity\n",
    "- Modeling Purchase Quantity\n",
    "\n",
    "### Contents \n",
    "\n",
    "<ul>\n",
    "<li><a href=\"#Introduction\">1. Introduction</a></li> \n",
    "<li><a href=\"#Preparation\">2. Data Preparation</a></li>\n",
    "<li><a href=\"#Exploration\">3. Data Exploration</a></li>\n",
    "<li><a href=\"#Analysis\">4. Data Analysis</a></li>\n",
    "&emsp;4.1. Customer Analytics<br>\n",
    "&emsp;4.2. Purchase Analytics <br>\n",
    "&emsp;&emsp;&emsp;i. Descriptive Analyses by Segment <br>\n",
    "&emsp;&emsp;&emsp;&emsp;&emsp; i-1. The Proportion of each Segment <br>\n",
    "&emsp;&emsp;&emsp;&emsp;&emsp; i-2. Purchase Occasions and Purchase Incidences <br>\n",
    "&emsp;&emsp;&emsp;&emsp;&emsp; i-3. Brand Chocie <br>\n",
    "&emsp;&emsp;&emsp;&emsp;&emsp; i-4. Revenue Comparison between segments <br>\n",
    "&emsp;&emsp;&emsp;ii. Predictive Analyses <br>\n",
    "&emsp;&emsp;&emsp;&emsp;&emsp; ii-1. Modeling Purchase Incidence<br>\n",
    "&emsp;&emsp;&emsp;&emsp;&emsp; ii-2. Modeling Brand Choice <br>\n",
    "&emsp;&emsp;&emsp;&emsp;&emsp; ii-3. Modeling Purchase Quantity <br>\n",
    "<li><a href=\"#Conclusion\">5. Conclusion</a></li>\n",
    "</ul>\n"
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    "## 4. Data Analysis\n",
    "### 4.2. Purchase Analytics\n",
    "- Data Preparation from Part 1\n",
    "- ii. Predictive Analyses <br>\n",
    "&emsp;&emsp;&emsp; ii-1. Modeling Purchase Incidence<br>\n",
    "&emsp;&emsp;&emsp; ii-2. Modeling Brand Choice** <br>\n",
    "&emsp;&emsp;&emsp; **ii-3. Modeling Purchase Quantity** <br>\n",
    "\n",
    "\n",
    "### Data Preparation from Part 1"
   ]
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  {
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    "# Import the relevant libraries \n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "\n",
    "import matplotlib.pyplot as plt \n",
    "import matplotlib.axes as axs\n",
    "%matplotlib inline\n",
    "plt.rc(\"font\", size=14)\n",
    "import seaborn as sns\n",
    "sns.set()\n",
    "sns.set(style=\"whitegrid\", color_codes=True)\n",
    "\n",
    "from sklearn.preprocessing import StandardScaler \n",
    "from sklearn.decomposition import PCA \n",
    "from sklearn.cluster import KMeans \n",
    "\n",
    "# Import pickle in order to be able to load our pickled objects.\n",
    "import pickle\n",
    "\n",
    "# Import the Linear Regression module from sk learn for the quantity model.\n",
    "from sklearn.linear_model import LinearRegression"
   ]
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  {
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    "# Load data\n",
    "purchase_df = pd.read_csv('purchase data.csv', index_col = 0)\n",
    "price_elasticities = pd.read_csv('price_elasticities_2.csv', index_col = 0)\n",
    "\n",
    "# Import Scaler, PCA, K-Means Object from the previous analysis\n",
    "scaler = pickle.load(open('scaler.pickle', 'rb'))\n",
    "pca = pickle.load(open('pca.pickle', 'rb'))\n",
    "kmeans_pca = pickle.load(open('kmeans_pca.pickle', 'rb'))\n",
    "\n",
    "# Standardisation\n",
    "features = purchase_df[['Sex', 'Marital status', 'Age', 'Education', 'Income', 'Occupation', 'Settlement size']]\n",
    "purchase_segm_std = scaler.transform(features)\n",
    "# Apply PCA\n",
    "purchase_segm_pca = pca.transform(purchase_segm_std)\n",
    "# Segment data\n",
    "purchase_segm_kmeans_pca = kmeans_pca.predict(purchase_segm_pca)\n",
    "\n",
    "# Create a copy of the data frame\n",
    "purchase_predictors = purchase_df.copy()\n",
    "\n",
    "# Add segment labels\n",
    "purchase_predictors['Segment'] = purchase_segm_kmeans_pca\n",
    "segment_dummies = pd.get_dummies(purchase_segm_kmeans_pca, prefix = 'Segment', prefix_sep = '_')\n",
    "purchase_predictors = purchase_predictors.reset_index()\n",
    "purchase_predictors = purchase_predictors.merge(segment_dummies, how='inner',\n",
    "                                                left_on = purchase_predictors.index,\n",
    "                                                right_on = segment_dummies.index)"
   ]
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       "           Day  Incidence  Brand  Quantity  Last_Inc_Brand  Last_Inc_Quantity  \\\n",
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    "df_pa = purchase_predictors.set_index('ID').iloc[:,1:].copy()\n",
    "df_pa.head() # Data is ready to conduct predictive analysis "
   ]
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    "### ii. Predictive Analysis \n",
    "In this section of predictive analysis, I apply a supervised machine learning model to estimate price elasticities and predict their effect on purchase quantity. As before, customers had visited the store, and chose a brand, and not they are deciding what quantity or how many units of the product category of interest will the customer buy.\n",
    "\n",
    "### ii-3. Modelling Purchase Quantity<br>\n",
    "<li><a href=\"#PE_PQ\">ii-3-1. Price Elasticity of Purchase Quantity</a></li>\n",
    "<li><a href=\"#MELR\">ii-3-2. Model Estimation: Multi-Linear Regression</a></li>\n",
    "<li><a href=\"#PEE\">ii-3-3. Price Elasticity Estimation</a></li> \n",
    "\n",
    "> First I built a statistical model to estimate purchase quantity for each customer on each shopping trip. Then the price elasticity of purchase quantity under different conditions is calculated. To do so, I employ linear regression, since we have a numeric, continuous variables to be predicted and the linear regression algorithm is intuitive to interpret.\n"
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    "<a id='PE_PQ'></a>\n",
    "### ii-3-1. Price Elasticity of Purchase Quantity\n",
    "\n",
    "Customers have visited the store and decided to purchase a product from the product category. In other words, I only focus on the datapoints that a sale for chocolates occurred. The quantity won't be zero but rather one or above to model that outcome. "
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       "      <td>47</td>\n",
       "      <td>1</td>\n",
       "      <td>110866</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 28 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "           Day  Incidence  Brand  Quantity  Last_Inc_Brand  Last_Inc_Quantity  \\\n",
       "ID                                                                              \n",
       "200000001   28          1      2         2               0                  0   \n",
       "200000001   58          1      5         1               0                  0   \n",
       "200000001  110          1      1         2               0                  0   \n",
       "200000001  142          1      4         1               0                  0   \n",
       "200000001  183          1      2         3               0                  0   \n",
       "\n",
       "           Price_1  Price_2  Price_3  Price_4  ...  Age  Education  Income  \\\n",
       "ID                                             ...                           \n",
       "200000001     1.50     1.90     1.99     2.09  ...   47          1  110866   \n",
       "200000001     1.39     1.90     1.91     2.12  ...   47          1  110866   \n",
       "200000001     1.47     1.90     1.99     1.97  ...   47          1  110866   \n",
       "200000001     1.21     1.35     1.99     2.16  ...   47          1  110866   \n",
       "200000001     1.46     1.88     1.97     1.89  ...   47          1  110866   \n",
       "\n",
       "           Occupation  Settlement size  Segment  Segment_0  Segment_1  \\\n",
       "ID                                                                      \n",
       "200000001           1                0        0          1          0   \n",
       "200000001           1                0        0          1          0   \n",
       "200000001           1                0        0          1          0   \n",
       "200000001           1                0        0          1          0   \n",
       "200000001           1                0        0          1          0   \n",
       "\n",
       "           Segment_2  Segment_3  \n",
       "ID                               \n",
       "200000001          0          0  \n",
       "200000001          0          0  \n",
       "200000001          0          0  \n",
       "200000001          0          0  \n",
       "200000001          0          0  \n",
       "\n",
       "[5 rows x 28 columns]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "purchase_quantity =  df_pa.query('Incidence ==1')\n",
    "purchase_quantity.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Create brand dummies, for each of the 5 brands.\n",
    "purchase_quantity = pd.get_dummies(purchase_quantity, columns = ['Brand'], prefix = 'Brand', prefix_sep = '_')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "    }\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Day</th>\n",
       "      <th>Incidence</th>\n",
       "      <th>Quantity</th>\n",
       "      <th>Last_Inc_Brand</th>\n",
       "      <th>Last_Inc_Quantity</th>\n",
       "      <th>Price_1</th>\n",
       "      <th>Price_2</th>\n",
       "      <th>Price_3</th>\n",
       "      <th>Price_4</th>\n",
       "      <th>Price_5</th>\n",
       "      <th>...</th>\n",
       "      <th>Segment</th>\n",
       "      <th>Segment_0</th>\n",
       "      <th>Segment_1</th>\n",
       "      <th>Segment_2</th>\n",
       "      <th>Segment_3</th>\n",
       "      <th>Brand_1</th>\n",
       "      <th>Brand_2</th>\n",
       "      <th>Brand_3</th>\n",
       "      <th>Brand_4</th>\n",
       "      <th>Brand_5</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>14638.00</td>\n",
       "      <td>14638.00</td>\n",
       "      <td>14638.00</td>\n",
       "      <td>14638.00</td>\n",
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       "      <td>14638.00</td>\n",
       "      <td>14638.00</td>\n",
       "      <td>14638.00</td>\n",
       "      <td>...</td>\n",
       "      <td>14638.00</td>\n",
       "      <td>14638.00</td>\n",
       "      <td>14638.00</td>\n",
       "      <td>14638.00</td>\n",
       "      <td>14638.00</td>\n",
       "      <td>14638.00</td>\n",
       "      <td>14638.00</td>\n",
       "      <td>14638.00</td>\n",
       "      <td>14638.00</td>\n",
       "      <td>14638.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>359.61</td>\n",
       "      <td>1.00</td>\n",
       "      <td>2.77</td>\n",
       "      <td>1.54</td>\n",
       "      <td>0.41</td>\n",
       "      <td>1.38</td>\n",
       "      <td>1.76</td>\n",
       "      <td>2.01</td>\n",
       "      <td>2.16</td>\n",
       "      <td>2.65</td>\n",
       "      <td>...</td>\n",
       "      <td>1.34</td>\n",
       "      <td>0.29</td>\n",
       "      <td>0.30</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.31</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>205.35</td>\n",
       "      <td>0.00</td>\n",
       "      <td>1.80</td>\n",
       "      <td>2.06</td>\n",
       "      <td>0.49</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.10</td>\n",
       "      <td>...</td>\n",
       "      <td>1.13</td>\n",
       "      <td>0.46</td>\n",
       "      <td>0.46</td>\n",
       "      <td>0.38</td>\n",
       "      <td>0.42</td>\n",
       "      <td>0.29</td>\n",
       "      <td>0.46</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.40</td>\n",
       "      <td>0.47</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>1.10</td>\n",
       "      <td>1.26</td>\n",
       "      <td>1.87</td>\n",
       "      <td>1.76</td>\n",
       "      <td>2.11</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>175.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>2.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>1.34</td>\n",
       "      <td>1.57</td>\n",
       "      <td>1.97</td>\n",
       "      <td>2.12</td>\n",
       "      <td>2.63</td>\n",
       "      <td>...</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>355.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>2.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>1.39</td>\n",
       "      <td>1.88</td>\n",
       "      <td>2.01</td>\n",
       "      <td>2.18</td>\n",
       "      <td>2.67</td>\n",
       "      <td>...</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>532.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>4.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.47</td>\n",
       "      <td>1.89</td>\n",
       "      <td>2.06</td>\n",
       "      <td>2.24</td>\n",
       "      <td>2.70</td>\n",
       "      <td>...</td>\n",
       "      <td>2.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>1.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>727.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>15.00</td>\n",
       "      <td>5.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.59</td>\n",
       "      <td>1.90</td>\n",
       "      <td>2.14</td>\n",
       "      <td>2.26</td>\n",
       "      <td>2.80</td>\n",
       "      <td>...</td>\n",
       "      <td>3.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>8 rows × 32 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "           Day  Incidence  Quantity  Last_Inc_Brand  Last_Inc_Quantity  \\\n",
       "count 14638.00   14638.00  14638.00        14638.00           14638.00   \n",
       "mean    359.61       1.00      2.77            1.54               0.41   \n",
       "std     205.35       0.00      1.80            2.06               0.49   \n",
       "min       1.00       1.00      1.00            0.00               0.00   \n",
       "25%     175.00       1.00      2.00            0.00               0.00   \n",
       "50%     355.00       1.00      2.00            0.00               0.00   \n",
       "75%     532.00       1.00      3.00            4.00               1.00   \n",
       "max     727.00       1.00     15.00            5.00               1.00   \n",
       "\n",
       "       Price_1  Price_2  Price_3  Price_4  Price_5  ...  Segment  Segment_0  \\\n",
       "count 14638.00 14638.00 14638.00 14638.00 14638.00  ... 14638.00   14638.00   \n",
       "mean      1.38     1.76     2.01     2.16     2.65  ...     1.34       0.29   \n",
       "std       0.09     0.18     0.05     0.09     0.10  ...     1.13       0.46   \n",
       "min       1.10     1.26     1.87     1.76     2.11  ...     0.00       0.00   \n",
       "25%       1.34     1.57     1.97     2.12     2.63  ...     0.00       0.00   \n",
       "50%       1.39     1.88     2.01     2.18     2.67  ...     1.00       0.00   \n",
       "75%       1.47     1.89     2.06     2.24     2.70  ...     2.00       1.00   \n",
       "max       1.59     1.90     2.14     2.26     2.80  ...     3.00       1.00   \n",
       "\n",
       "       Segment_1  Segment_2  Segment_3  Brand_1  Brand_2  Brand_3  Brand_4  \\\n",
       "count   14638.00   14638.00   14638.00 14638.00 14638.00 14638.00 14638.00   \n",
       "mean        0.30       0.18       0.23     0.09     0.31     0.06     0.20   \n",
       "std         0.46       0.38       0.42     0.29     0.46     0.23     0.40   \n",
       "min         0.00       0.00       0.00     0.00     0.00     0.00     0.00   \n",
       "25%         0.00       0.00       0.00     0.00     0.00     0.00     0.00   \n",
       "50%         0.00       0.00       0.00     0.00     0.00     0.00     0.00   \n",
       "75%         1.00       0.00       0.00     0.00     1.00     0.00     0.00   \n",
       "max         1.00       1.00       1.00     1.00     1.00     1.00     1.00   \n",
       "\n",
       "       Brand_5  \n",
       "count 14638.00  \n",
       "mean      0.34  \n",
       "std       0.47  \n",
       "min       0.00  \n",
       "25%       0.00  \n",
       "50%       0.00  \n",
       "75%       1.00  \n",
       "max       1.00  \n",
       "\n",
       "[8 rows x 32 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Turn off scientific notation in pandas \n",
    "pd.set_option('display.float_format', lambda x: '%.2f' % x)\n",
    "purchase_quantity.describe()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> The descriptive analysis of the purchase quantitiy data frame, shows that quantity ranges from 1 to 15. It has an average value of 2.8, which means that more often than not our customers buy more than 1 chocolate candy bar. We expect that the many purchase occasions more than one chocolate candy bar was purchased."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Variables selection "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['Day', 'Incidence', 'Quantity', 'Last_Inc_Brand',\n",
       "       'Last_Inc_Quantity', 'Price_1', 'Price_2', 'Price_3', 'Price_4',\n",
       "       'Price_5', 'Promotion_1', 'Promotion_2', 'Promotion_3',\n",
       "       'Promotion_4', 'Promotion_5', 'Sex', 'Marital status', 'Age',\n",
       "       'Education', 'Income', 'Occupation', 'Settlement size', 'Segment',\n",
       "       'Segment_0', 'Segment_1', 'Segment_2', 'Segment_3', 'Brand_1',\n",
       "       'Brand_2', 'Brand_3', 'Brand_4', 'Brand_5'], dtype=object)"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Select the varibles which have a clear logical relationship between the quantity purchased. \n",
    "purchase_quantity.columns.values"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- **ID:** It doesn't seems that there is a clear logical relationship with quantity. \n",
    "- **Last_Inc_Brand, Last_Inc_Quantity (last incidents brand, quantity):** The last purchase quantity can be used as the purchase behavior of this particular customer. However, it doesn't seem that there is a clear logical relationship with quantity. \n",
    "- **'Sex', 'Marital status', 'Age', 'Education', 'Income', 'Occupation', 'Settlement size', 'Segment', 'Segment_0', 'Segment_1', 'Segment_2', 'Segment_3':** I personally support the idea that the amount of product purchased can be different from the demographical factors. So I decided to include the features. Considering that the demographic features are used to predict each segment, we should include either segment variables or the demographic variables. Otherwise, the model will suffer from multicollinearity issues. \n",
    "- **Brand** dummies are chosen, indicating which brand was chosen during the previous shopping trip. However it does not show the precise quantity purchased on the last shopping trip. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Calculate price of the product that is chosen at this incidence\n",
    "purchase_quantity['Price_Incidence'] = (purchase_quantity['Brand_1'] * purchase_quantity['Price_1'] +\n",
    "                                        purchase_quantity['Brand_2'] * purchase_quantity['Price_2'] +\n",
    "                                        purchase_quantity['Brand_3'] * purchase_quantity['Price_3'] +\n",
    "                                        purchase_quantity['Brand_4'] * purchase_quantity['Price_4'] +\n",
    "                                        purchase_quantity['Brand_5'] * purchase_quantity['Price_5'] )\n",
    "\n",
    "# Indicate incidences whether each brand is purchased with/ without promotion\n",
    "purchase_quantity['Promotion_Incidence'] = (purchase_quantity['Brand_1'] * purchase_quantity['Promotion_1'] +\n",
    "                                            purchase_quantity['Brand_2'] * purchase_quantity['Promotion_2'] +\n",
    "                                            purchase_quantity['Brand_3'] * purchase_quantity['Promotion_3'] +\n",
    "                                            purchase_quantity['Brand_4'] * purchase_quantity['Promotion_4'] +\n",
    "                                            purchase_quantity['Brand_5'] * purchase_quantity['Promotion_5'] )"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<a id='MELR'></a>\n",
    "### ii-3-2. Model Estimation: Multi-Linear Regression"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(14638, 3)\n"
     ]
    },
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      "text/plain": [
       "           Sex  Price_Incidence  Promotion_Incidence\n",
       "ID                                                  \n",
       "200000001    0             1.90                    0\n",
       "200000001    0             2.62                    1\n",
       "200000001    0             1.47                    0\n",
       "200000001    0             2.16                    0\n",
       "200000001    0             1.88                    0"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "inputs = purchase_quantity[['Sex', 'Price_Incidence', 'Promotion_Incidence' ]]\n",
    "print(inputs.shape)\n",
    "inputs.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "ID\n",
       "200000001    2\n",
       "200000001    1\n",
       "200000001    2\n",
       "200000001    1\n",
       "200000001    3\n",
       "Name: Quantity, dtype: int64"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "output = purchase_quantity['Quantity']\n",
    "output.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "LinearRegression()"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Define a Linear Regression Model\n",
    "model_quantity = LinearRegression()\n",
    "model_quantity.fit(inputs, output)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([ 0.1618, -0.7756, -0.0922])"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Linear Regression Model. The coefficients for price and promotion are both negative. \n",
    "# It appears that promotion reflects negatively on the purchase quantity of the average client, which is unexpected.\n",
    "np.round(model_quantity.coef_,4)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- In general, coefficients show the change in the dependent variable that is going to occur with a unit change in the respective independent variable. \n",
    "- The first coefficient refers to Sex. Since the coefficient is positive, we can interpret that females (Sex =1) are likely to purchase ca.  0.1618 units more chocolates than males (Sex = 0).  \n",
    "- The second coefficient is related to the change of price of the purchased product. For each dollar increase in price, ca. 0.7756 units less chocolates will be bought. This is intuitive, as price increases, purchase quantity naturally decreases. \n",
    "- According to the last coefficient, when there is a promotion ca. 0.0922 units less will be bought. In other words, people would buy a bit less when there is a promotion. This is quite counter-intuitive. \n",
    "- In my opinion, this might be occurred due to over-simplified regression model. After backwards variables selection, only 4 predicters are left. There might be some other important features which affect on purchase quantity, and they are missing in the given dataset. \n",
    "- Another plausible explanation could be we are considering the \"average customer\", not any particular segment. Or it is also possible that a promotion is prompting a customer to try out a new brand. In that case, we would not expect them to buy many chocolate bars but a single one."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<a id='PEE'></a>\n",
    "### ii-3-3. Price Elasticity Estimation vs. Promotion\n",
    "\n",
    "Price elasticity of purchase quantity is the percentage change in purchase quantity and response to a one percent change in the unit price of the chosen brand, assuming nothing else but the price changes. Note that price elasticity is often associated with price elasticity of demand. <br>\n",
    "Like before I assume that the price can change across a wide range of values from USD 0,5 to 3,5. <br>\n",
    "Simply, I looked at the price elasticity of purchase quantity under two conditions: With / Without promotion. <br>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "price_range = np.arange(0.5, 3.5, 0.01)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "300"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(price_range)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.52"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.random.binomial(1, 0.5, len(price_range)).mean()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Examine the price elasticity of purchase quantity with active promotional activities for each price point.\n",
    "price_elasticity_quantity = pd.DataFrame({'Sex' : 0.5,  \n",
    "                                          'Price_Incidence':price_range, \n",
    "                                          'Promotion_Incidence' :1,              # With Promotion                           \n",
    "                                          'No_Promotion_Incidence' : 0},         # With Promotion     \n",
    "                                         index = np.arange(price_range.size))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "-0.7756"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Take the coefficient for price.\n",
    "beta_quantity = model_quantity.coef_[1]\n",
    "np.round(beta_quantity, 4)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Find the new predicted quantities.\n",
    "predict_quantity_prom = model_quantity.predict(price_elasticity_quantity.iloc[:, :3])\n",
    "predict_quantity_prom_x = model_quantity.predict(price_elasticity_quantity.iloc[:, np.r_[0:2,3]])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Price Elasticity of Demand \n",
    "\n",
    "I calculate probability of purchase quantity with the help of a linear regression model. Then, using the obtained probabilities, we can determine the price elasticities as: The beta coefficient for price times Price divided by the purchase quantity.\n",
    "\n",
    "$$ E = -\\beta(Own Product Price)/Quantity(purchase) $$ \n",
    "\n",
    "[Price Elasticity - Reference](https://365datascience.com/price-elasticity/)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Calculate the price elasticity with the new formula. It is the beta coefficient for price multiplied by price\n",
    "# and divided by the purchase quantity.\n",
    "price_elasticity_quantity_promotion_yes = beta_quantity * price_range / predict_quantity_prom\n",
    "price_elasticity_quantity_promotion_no = beta_quantity * price_range / predict_quantity_prom_x"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th></th>\n",
       "      <th>0</th>\n",
       "      <th>1</th>\n",
       "      <th>2</th>\n",
       "      <th>3</th>\n",
       "      <th>4</th>\n",
       "      <th>5</th>\n",
       "      <th>6</th>\n",
       "      <th>7</th>\n",
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       "      <th>12</th>\n",
       "      <th>13</th>\n",
       "      <th>14</th>\n",
       "      <th>15</th>\n",
       "      <th>16</th>\n",
       "      <th>17</th>\n",
       "      <th>18</th>\n",
       "      <th>19</th>\n",
       "      <th>20</th>\n",
       "      <th>21</th>\n",
       "      <th>22</th>\n",
       "      <th>23</th>\n",
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       "      <th>27</th>\n",
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       "      <th>36</th>\n",
       "      <th>37</th>\n",
       "      <th>38</th>\n",
       "      <th>39</th>\n",
       "      <th>40</th>\n",
       "      <th>41</th>\n",
       "      <th>42</th>\n",
       "      <th>43</th>\n",
       "      <th>44</th>\n",
       "      <th>45</th>\n",
       "      <th>46</th>\n",
       "      <th>47</th>\n",
       "      <th>48</th>\n",
       "      <th>49</th>\n",
       "      <th>50</th>\n",
       "      <th>51</th>\n",
       "      <th>52</th>\n",
       "      <th>53</th>\n",
       "      <th>54</th>\n",
       "      <th>55</th>\n",
       "      <th>56</th>\n",
       "      <th>57</th>\n",
       "      <th>58</th>\n",
       "      <th>59</th>\n",
       "      <th>60</th>\n",
       "      <th>61</th>\n",
       "      <th>62</th>\n",
       "      <th>63</th>\n",
       "      <th>64</th>\n",
       "      <th>65</th>\n",
       "      <th>66</th>\n",
       "      <th>67</th>\n",
       "      <th>68</th>\n",
       "      <th>69</th>\n",
       "      <th>70</th>\n",
       "      <th>71</th>\n",
       "      <th>72</th>\n",
       "      <th>73</th>\n",
       "      <th>74</th>\n",
       "      <th>75</th>\n",
       "      <th>76</th>\n",
       "      <th>77</th>\n",
       "      <th>78</th>\n",
       "      <th>79</th>\n",
       "      <th>80</th>\n",
       "      <th>81</th>\n",
       "      <th>82</th>\n",
       "      <th>83</th>\n",
       "      <th>84</th>\n",
       "      <th>85</th>\n",
       "      <th>86</th>\n",
       "      <th>87</th>\n",
       "      <th>88</th>\n",
       "      <th>89</th>\n",
       "      <th>90</th>\n",
       "      <th>91</th>\n",
       "      <th>92</th>\n",
       "      <th>93</th>\n",
       "      <th>94</th>\n",
       "      <th>95</th>\n",
       "      <th>96</th>\n",
       "      <th>97</th>\n",
       "      <th>98</th>\n",
       "      <th>99</th>\n",
       "      <th>100</th>\n",
       "      <th>101</th>\n",
       "      <th>102</th>\n",
       "      <th>103</th>\n",
       "      <th>104</th>\n",
       "      <th>105</th>\n",
       "      <th>106</th>\n",
       "      <th>107</th>\n",
       "      <th>108</th>\n",
       "      <th>109</th>\n",
       "      <th>110</th>\n",
       "      <th>111</th>\n",
       "      <th>112</th>\n",
       "      <th>113</th>\n",
       "      <th>114</th>\n",
       "      <th>115</th>\n",
       "      <th>116</th>\n",
       "      <th>117</th>\n",
       "      <th>118</th>\n",
       "      <th>119</th>\n",
       "      <th>120</th>\n",
       "      <th>121</th>\n",
       "      <th>122</th>\n",
       "      <th>123</th>\n",
       "      <th>124</th>\n",
       "      <th>125</th>\n",
       "      <th>126</th>\n",
       "      <th>127</th>\n",
       "      <th>128</th>\n",
       "      <th>129</th>\n",
       "      <th>130</th>\n",
       "      <th>131</th>\n",
       "      <th>132</th>\n",
       "      <th>133</th>\n",
       "      <th>134</th>\n",
       "      <th>135</th>\n",
       "      <th>136</th>\n",
       "      <th>137</th>\n",
       "      <th>138</th>\n",
       "      <th>139</th>\n",
       "      <th>140</th>\n",
       "      <th>141</th>\n",
       "      <th>142</th>\n",
       "      <th>143</th>\n",
       "      <th>144</th>\n",
       "      <th>145</th>\n",
       "      <th>146</th>\n",
       "      <th>147</th>\n",
       "      <th>148</th>\n",
       "      <th>149</th>\n",
       "      <th>150</th>\n",
       "      <th>151</th>\n",
       "      <th>152</th>\n",
       "      <th>153</th>\n",
       "      <th>154</th>\n",
       "      <th>155</th>\n",
       "      <th>156</th>\n",
       "      <th>157</th>\n",
       "      <th>158</th>\n",
       "      <th>159</th>\n",
       "      <th>160</th>\n",
       "      <th>161</th>\n",
       "      <th>162</th>\n",
       "      <th>163</th>\n",
       "      <th>164</th>\n",
       "      <th>165</th>\n",
       "      <th>166</th>\n",
       "      <th>167</th>\n",
       "      <th>168</th>\n",
       "      <th>169</th>\n",
       "      <th>170</th>\n",
       "      <th>171</th>\n",
       "      <th>172</th>\n",
       "      <th>173</th>\n",
       "      <th>174</th>\n",
       "      <th>175</th>\n",
       "      <th>176</th>\n",
       "      <th>177</th>\n",
       "      <th>178</th>\n",
       "      <th>179</th>\n",
       "      <th>180</th>\n",
       "      <th>181</th>\n",
       "      <th>182</th>\n",
       "      <th>183</th>\n",
       "      <th>184</th>\n",
       "      <th>185</th>\n",
       "      <th>186</th>\n",
       "      <th>187</th>\n",
       "      <th>188</th>\n",
       "      <th>189</th>\n",
       "      <th>190</th>\n",
       "      <th>191</th>\n",
       "      <th>192</th>\n",
       "      <th>193</th>\n",
       "      <th>194</th>\n",
       "      <th>195</th>\n",
       "      <th>196</th>\n",
       "      <th>197</th>\n",
       "      <th>198</th>\n",
       "      <th>199</th>\n",
       "      <th>200</th>\n",
       "      <th>201</th>\n",
       "      <th>202</th>\n",
       "      <th>203</th>\n",
       "      <th>204</th>\n",
       "      <th>205</th>\n",
       "      <th>206</th>\n",
       "      <th>207</th>\n",
       "      <th>208</th>\n",
       "      <th>209</th>\n",
       "      <th>210</th>\n",
       "      <th>211</th>\n",
       "      <th>212</th>\n",
       "      <th>213</th>\n",
       "      <th>214</th>\n",
       "      <th>215</th>\n",
       "      <th>216</th>\n",
       "      <th>217</th>\n",
       "      <th>218</th>\n",
       "      <th>219</th>\n",
       "      <th>220</th>\n",
       "      <th>221</th>\n",
       "      <th>222</th>\n",
       "      <th>223</th>\n",
       "      <th>224</th>\n",
       "      <th>225</th>\n",
       "      <th>226</th>\n",
       "      <th>227</th>\n",
       "      <th>228</th>\n",
       "      <th>229</th>\n",
       "      <th>230</th>\n",
       "      <th>231</th>\n",
       "      <th>232</th>\n",
       "      <th>233</th>\n",
       "      <th>234</th>\n",
       "      <th>235</th>\n",
       "      <th>236</th>\n",
       "      <th>237</th>\n",
       "      <th>238</th>\n",
       "      <th>239</th>\n",
       "      <th>240</th>\n",
       "      <th>241</th>\n",
       "      <th>242</th>\n",
       "      <th>243</th>\n",
       "      <th>244</th>\n",
       "      <th>245</th>\n",
       "      <th>246</th>\n",
       "      <th>247</th>\n",
       "      <th>248</th>\n",
       "      <th>249</th>\n",
       "      <th>250</th>\n",
       "      <th>251</th>\n",
       "      <th>252</th>\n",
       "      <th>253</th>\n",
       "      <th>254</th>\n",
       "      <th>255</th>\n",
       "      <th>256</th>\n",
       "      <th>257</th>\n",
       "      <th>258</th>\n",
       "      <th>259</th>\n",
       "      <th>260</th>\n",
       "      <th>261</th>\n",
       "      <th>262</th>\n",
       "      <th>263</th>\n",
       "      <th>264</th>\n",
       "      <th>265</th>\n",
       "      <th>266</th>\n",
       "      <th>267</th>\n",
       "      <th>268</th>\n",
       "      <th>269</th>\n",
       "      <th>270</th>\n",
       "      <th>271</th>\n",
       "      <th>272</th>\n",
       "      <th>273</th>\n",
       "      <th>274</th>\n",
       "      <th>275</th>\n",
       "      <th>276</th>\n",
       "      <th>277</th>\n",
       "      <th>278</th>\n",
       "      <th>279</th>\n",
       "      <th>280</th>\n",
       "      <th>281</th>\n",
       "      <th>282</th>\n",
       "      <th>283</th>\n",
       "      <th>284</th>\n",
       "      <th>285</th>\n",
       "      <th>286</th>\n",
       "      <th>287</th>\n",
       "      <th>288</th>\n",
       "      <th>289</th>\n",
       "      <th>290</th>\n",
       "      <th>291</th>\n",
       "      <th>292</th>\n",
       "      <th>293</th>\n",
       "      <th>294</th>\n",
       "      <th>295</th>\n",
       "      <th>296</th>\n",
       "      <th>297</th>\n",
       "      <th>298</th>\n",
       "      <th>299</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Price_Point</th>\n",
       "      <td>0.50</td>\n",
       "      <td>0.51</td>\n",
       "      <td>0.52</td>\n",
       "      <td>0.53</td>\n",
       "      <td>0.54</td>\n",
       "      <td>0.55</td>\n",
       "      <td>0.56</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.58</td>\n",
       "      <td>0.59</td>\n",
       "      <td>0.60</td>\n",
       "      <td>0.61</td>\n",
       "      <td>0.62</td>\n",
       "      <td>0.63</td>\n",
       "      <td>0.64</td>\n",
       "      <td>0.65</td>\n",
       "      <td>0.66</td>\n",
       "      <td>0.67</td>\n",
       "      <td>0.68</td>\n",
       "      <td>0.69</td>\n",
       "      <td>0.70</td>\n",
       "      <td>0.71</td>\n",
       "      <td>0.72</td>\n",
       "      <td>0.73</td>\n",
       "      <td>0.74</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.76</td>\n",
       "      <td>0.77</td>\n",
       "      <td>0.78</td>\n",
       "      <td>0.79</td>\n",
       "      <td>0.80</td>\n",
       "      <td>0.81</td>\n",
       "      <td>0.82</td>\n",
       "      <td>0.83</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.85</td>\n",
       "      <td>0.86</td>\n",
       "      <td>0.87</td>\n",
       "      <td>0.88</td>\n",
       "      <td>0.89</td>\n",
       "      <td>0.90</td>\n",
       "      <td>0.91</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.93</td>\n",
       "      <td>0.94</td>\n",
       "      <td>0.95</td>\n",
       "      <td>0.96</td>\n",
       "      <td>0.97</td>\n",
       "      <td>0.98</td>\n",
       "      <td>0.99</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.01</td>\n",
       "      <td>1.02</td>\n",
       "      <td>1.03</td>\n",
       "      <td>1.04</td>\n",
       "      <td>1.05</td>\n",
       "      <td>1.06</td>\n",
       "      <td>1.07</td>\n",
       "      <td>1.08</td>\n",
       "      <td>1.09</td>\n",
       "      <td>1.10</td>\n",
       "      <td>1.11</td>\n",
       "      <td>1.12</td>\n",
       "      <td>1.13</td>\n",
       "      <td>1.14</td>\n",
       "      <td>1.15</td>\n",
       "      <td>1.16</td>\n",
       "      <td>1.17</td>\n",
       "      <td>1.18</td>\n",
       "      <td>1.19</td>\n",
       "      <td>1.20</td>\n",
       "      <td>1.21</td>\n",
       "      <td>1.22</td>\n",
       "      <td>1.23</td>\n",
       "      <td>1.24</td>\n",
       "      <td>1.25</td>\n",
       "      <td>1.26</td>\n",
       "      <td>1.27</td>\n",
       "      <td>1.28</td>\n",
       "      <td>1.29</td>\n",
       "      <td>1.30</td>\n",
       "      <td>1.31</td>\n",
       "      <td>1.32</td>\n",
       "      <td>1.33</td>\n",
       "      <td>1.34</td>\n",
       "      <td>1.35</td>\n",
       "      <td>1.36</td>\n",
       "      <td>1.37</td>\n",
       "      <td>1.38</td>\n",
       "      <td>1.39</td>\n",
       "      <td>1.40</td>\n",
       "      <td>1.41</td>\n",
       "      <td>1.42</td>\n",
       "      <td>1.43</td>\n",
       "      <td>1.44</td>\n",
       "      <td>1.45</td>\n",
       "      <td>1.46</td>\n",
       "      <td>1.47</td>\n",
       "      <td>1.48</td>\n",
       "      <td>1.49</td>\n",
       "      <td>1.50</td>\n",
       "      <td>1.51</td>\n",
       "      <td>1.52</td>\n",
       "      <td>1.53</td>\n",
       "      <td>1.54</td>\n",
       "      <td>1.55</td>\n",
       "      <td>1.56</td>\n",
       "      <td>1.57</td>\n",
       "      <td>1.58</td>\n",
       "      <td>1.59</td>\n",
       "      <td>1.60</td>\n",
       "      <td>1.61</td>\n",
       "      <td>1.62</td>\n",
       "      <td>1.63</td>\n",
       "      <td>1.64</td>\n",
       "      <td>1.65</td>\n",
       "      <td>1.66</td>\n",
       "      <td>1.67</td>\n",
       "      <td>1.68</td>\n",
       "      <td>1.69</td>\n",
       "      <td>1.70</td>\n",
       "      <td>1.71</td>\n",
       "      <td>1.72</td>\n",
       "      <td>1.73</td>\n",
       "      <td>1.74</td>\n",
       "      <td>1.75</td>\n",
       "      <td>1.76</td>\n",
       "      <td>1.77</td>\n",
       "      <td>1.78</td>\n",
       "      <td>1.79</td>\n",
       "      <td>1.80</td>\n",
       "      <td>1.81</td>\n",
       "      <td>1.82</td>\n",
       "      <td>1.83</td>\n",
       "      <td>1.84</td>\n",
       "      <td>1.85</td>\n",
       "      <td>1.86</td>\n",
       "      <td>1.87</td>\n",
       "      <td>1.88</td>\n",
       "      <td>1.89</td>\n",
       "      <td>1.90</td>\n",
       "      <td>1.91</td>\n",
       "      <td>1.92</td>\n",
       "      <td>1.93</td>\n",
       "      <td>1.94</td>\n",
       "      <td>1.95</td>\n",
       "      <td>1.96</td>\n",
       "      <td>1.97</td>\n",
       "      <td>1.98</td>\n",
       "      <td>1.99</td>\n",
       "      <td>2.00</td>\n",
       "      <td>2.01</td>\n",
       "      <td>2.02</td>\n",
       "      <td>2.03</td>\n",
       "      <td>2.04</td>\n",
       "      <td>2.05</td>\n",
       "      <td>2.06</td>\n",
       "      <td>2.07</td>\n",
       "      <td>2.08</td>\n",
       "      <td>2.09</td>\n",
       "      <td>2.10</td>\n",
       "      <td>2.11</td>\n",
       "      <td>2.12</td>\n",
       "      <td>2.13</td>\n",
       "      <td>2.14</td>\n",
       "      <td>2.15</td>\n",
       "      <td>2.16</td>\n",
       "      <td>2.17</td>\n",
       "      <td>2.18</td>\n",
       "      <td>2.19</td>\n",
       "      <td>2.20</td>\n",
       "      <td>2.21</td>\n",
       "      <td>2.22</td>\n",
       "      <td>2.23</td>\n",
       "      <td>2.24</td>\n",
       "      <td>2.25</td>\n",
       "      <td>2.26</td>\n",
       "      <td>2.27</td>\n",
       "      <td>2.28</td>\n",
       "      <td>2.29</td>\n",
       "      <td>2.30</td>\n",
       "      <td>2.31</td>\n",
       "      <td>2.32</td>\n",
       "      <td>2.33</td>\n",
       "      <td>2.34</td>\n",
       "      <td>2.35</td>\n",
       "      <td>2.36</td>\n",
       "      <td>2.37</td>\n",
       "      <td>2.38</td>\n",
       "      <td>2.39</td>\n",
       "      <td>2.40</td>\n",
       "      <td>2.41</td>\n",
       "      <td>2.42</td>\n",
       "      <td>2.43</td>\n",
       "      <td>2.44</td>\n",
       "      <td>2.45</td>\n",
       "      <td>2.46</td>\n",
       "      <td>2.47</td>\n",
       "      <td>2.48</td>\n",
       "      <td>2.49</td>\n",
       "      <td>2.50</td>\n",
       "      <td>2.51</td>\n",
       "      <td>2.52</td>\n",
       "      <td>2.53</td>\n",
       "      <td>2.54</td>\n",
       "      <td>2.55</td>\n",
       "      <td>2.56</td>\n",
       "      <td>2.57</td>\n",
       "      <td>2.58</td>\n",
       "      <td>2.59</td>\n",
       "      <td>2.60</td>\n",
       "      <td>2.61</td>\n",
       "      <td>2.62</td>\n",
       "      <td>2.63</td>\n",
       "      <td>2.64</td>\n",
       "      <td>2.65</td>\n",
       "      <td>2.66</td>\n",
       "      <td>2.67</td>\n",
       "      <td>2.68</td>\n",
       "      <td>2.69</td>\n",
       "      <td>2.70</td>\n",
       "      <td>2.71</td>\n",
       "      <td>2.72</td>\n",
       "      <td>2.73</td>\n",
       "      <td>2.74</td>\n",
       "      <td>2.75</td>\n",
       "      <td>2.76</td>\n",
       "      <td>2.77</td>\n",
       "      <td>2.78</td>\n",
       "      <td>2.79</td>\n",
       "      <td>2.80</td>\n",
       "      <td>2.81</td>\n",
       "      <td>2.82</td>\n",
       "      <td>2.83</td>\n",
       "      <td>2.84</td>\n",
       "      <td>2.85</td>\n",
       "      <td>2.86</td>\n",
       "      <td>2.87</td>\n",
       "      <td>2.88</td>\n",
       "      <td>2.89</td>\n",
       "      <td>2.90</td>\n",
       "      <td>2.91</td>\n",
       "      <td>2.92</td>\n",
       "      <td>2.93</td>\n",
       "      <td>2.94</td>\n",
       "      <td>2.95</td>\n",
       "      <td>2.96</td>\n",
       "      <td>2.97</td>\n",
       "      <td>2.98</td>\n",
       "      <td>2.99</td>\n",
       "      <td>3.00</td>\n",
       "      <td>3.01</td>\n",
       "      <td>3.02</td>\n",
       "      <td>3.03</td>\n",
       "      <td>3.04</td>\n",
       "      <td>3.05</td>\n",
       "      <td>3.06</td>\n",
       "      <td>3.07</td>\n",
       "      <td>3.08</td>\n",
       "      <td>3.09</td>\n",
       "      <td>3.10</td>\n",
       "      <td>3.11</td>\n",
       "      <td>3.12</td>\n",
       "      <td>3.13</td>\n",
       "      <td>3.14</td>\n",
       "      <td>3.15</td>\n",
       "      <td>3.16</td>\n",
       "      <td>3.17</td>\n",
       "      <td>3.18</td>\n",
       "      <td>3.19</td>\n",
       "      <td>3.20</td>\n",
       "      <td>3.21</td>\n",
       "      <td>3.22</td>\n",
       "      <td>3.23</td>\n",
       "      <td>3.24</td>\n",
       "      <td>3.25</td>\n",
       "      <td>3.26</td>\n",
       "      <td>3.27</td>\n",
       "      <td>3.28</td>\n",
       "      <td>3.29</td>\n",
       "      <td>3.30</td>\n",
       "      <td>3.31</td>\n",
       "      <td>3.32</td>\n",
       "      <td>3.33</td>\n",
       "      <td>3.34</td>\n",
       "      <td>3.35</td>\n",
       "      <td>3.36</td>\n",
       "      <td>3.37</td>\n",
       "      <td>3.38</td>\n",
       "      <td>3.39</td>\n",
       "      <td>3.40</td>\n",
       "      <td>3.41</td>\n",
       "      <td>3.42</td>\n",
       "      <td>3.43</td>\n",
       "      <td>3.44</td>\n",
       "      <td>3.45</td>\n",
       "      <td>3.46</td>\n",
       "      <td>3.47</td>\n",
       "      <td>3.48</td>\n",
       "      <td>3.49</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Mean_PE</th>\n",
       "      <td>-0.10</td>\n",
       "      <td>-0.10</td>\n",
       "      <td>-0.10</td>\n",
       "      <td>-0.11</td>\n",
       "      <td>-0.11</td>\n",
       "      <td>-0.12</td>\n",
       "      <td>-0.12</td>\n",
       "      <td>-0.13</td>\n",
       "      <td>-0.13</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>-0.15</td>\n",
       "      <td>-0.15</td>\n",
       "      <td>-0.16</td>\n",
       "      <td>-0.17</td>\n",
       "      <td>-0.17</td>\n",
       "      <td>-0.18</td>\n",
       "      <td>-0.19</td>\n",
       "      <td>-0.19</td>\n",
       "      <td>-0.20</td>\n",
       "      <td>-0.21</td>\n",
       "      <td>-0.21</td>\n",
       "      <td>-0.22</td>\n",
       "      <td>-0.23</td>\n",
       "      <td>-0.24</td>\n",
       "      <td>-0.24</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>-0.26</td>\n",
       "      <td>-0.27</td>\n",
       "      <td>-0.28</td>\n",
       "      <td>-0.29</td>\n",
       "      <td>-0.30</td>\n",
       "      <td>-0.31</td>\n",
       "      <td>-0.32</td>\n",
       "      <td>-0.33</td>\n",
       "      <td>-0.34</td>\n",
       "      <td>-0.35</td>\n",
       "      <td>-0.36</td>\n",
       "      <td>-0.37</td>\n",
       "      <td>-0.38</td>\n",
       "      <td>-0.39</td>\n",
       "      <td>-0.41</td>\n",
       "      <td>-0.42</td>\n",
       "      <td>-0.43</td>\n",
       "      <td>-0.44</td>\n",
       "      <td>-0.46</td>\n",
       "      <td>-0.47</td>\n",
       "      <td>-0.48</td>\n",
       "      <td>-0.50</td>\n",
       "      <td>-0.51</td>\n",
       "      <td>-0.53</td>\n",
       "      <td>-0.54</td>\n",
       "      <td>-0.56</td>\n",
       "      <td>-0.57</td>\n",
       "      <td>-0.59</td>\n",
       "      <td>-0.61</td>\n",
       "      <td>-0.62</td>\n",
       "      <td>-0.64</td>\n",
       "      <td>-0.66</td>\n",
       "      <td>-0.67</td>\n",
       "      <td>-0.69</td>\n",
       "      <td>-0.71</td>\n",
       "      <td>-0.73</td>\n",
       "      <td>-0.75</td>\n",
       "      <td>-0.77</td>\n",
       "      <td>-0.79</td>\n",
       "      <td>-0.81</td>\n",
       "      <td>-0.83</td>\n",
       "      <td>-0.85</td>\n",
       "      <td>-0.87</td>\n",
       "      <td>-0.89</td>\n",
       "      <td>-0.91</td>\n",
       "      <td>-0.94</td>\n",
       "      <td>-0.96</td>\n",
       "      <td>-0.98</td>\n",
       "      <td>-1.00</td>\n",
       "      <td>-1.03</td>\n",
       "      <td>-1.05</td>\n",
       "      <td>-1.08</td>\n",
       "      <td>-1.10</td>\n",
       "      <td>-1.13</td>\n",
       "      <td>-1.15</td>\n",
       "      <td>-1.18</td>\n",
       "      <td>-1.20</td>\n",
       "      <td>-1.23</td>\n",
       "      <td>-1.26</td>\n",
       "      <td>-1.29</td>\n",
       "      <td>-1.31</td>\n",
       "      <td>-1.34</td>\n",
       "      <td>-1.37</td>\n",
       "      <td>-1.40</td>\n",
       "      <td>-1.43</td>\n",
       "      <td>-1.46</td>\n",
       "      <td>-1.49</td>\n",
       "      <td>-1.52</td>\n",
       "      <td>-1.55</td>\n",
       "      <td>-1.58</td>\n",
       "      <td>-1.61</td>\n",
       "      <td>-1.64</td>\n",
       "      <td>-1.67</td>\n",
       "      <td>-1.70</td>\n",
       "      <td>-1.73</td>\n",
       "      <td>-1.77</td>\n",
       "      <td>-1.80</td>\n",
       "      <td>-1.83</td>\n",
       "      <td>-1.87</td>\n",
       "      <td>-1.90</td>\n",
       "      <td>-1.93</td>\n",
       "      <td>-1.97</td>\n",
       "      <td>-2.00</td>\n",
       "      <td>-2.04</td>\n",
       "      <td>-2.07</td>\n",
       "      <td>-2.11</td>\n",
       "      <td>-2.14</td>\n",
       "      <td>-2.18</td>\n",
       "      <td>-2.21</td>\n",
       "      <td>-2.25</td>\n",
       "      <td>-2.28</td>\n",
       "      <td>-2.32</td>\n",
       "      <td>-2.36</td>\n",
       "      <td>-2.39</td>\n",
       "      <td>-2.43</td>\n",
       "      <td>-2.47</td>\n",
       "      <td>-2.50</td>\n",
       "      <td>-2.54</td>\n",
       "      <td>-2.58</td>\n",
       "      <td>-2.61</td>\n",
       "      <td>-2.65</td>\n",
       "      <td>-2.69</td>\n",
       "      <td>-2.73</td>\n",
       "      <td>-2.77</td>\n",
       "      <td>-2.80</td>\n",
       "      <td>-2.84</td>\n",
       "      <td>-2.88</td>\n",
       "      <td>-2.92</td>\n",
       "      <td>-2.96</td>\n",
       "      <td>-2.99</td>\n",
       "      <td>-3.03</td>\n",
       "      <td>-3.07</td>\n",
       "      <td>-3.11</td>\n",
       "      <td>-3.15</td>\n",
       "      <td>-3.18</td>\n",
       "      <td>-3.22</td>\n",
       "      <td>-3.26</td>\n",
       "      <td>-3.30</td>\n",
       "      <td>-3.34</td>\n",
       "      <td>-3.38</td>\n",
       "      <td>-3.42</td>\n",
       "      <td>-3.45</td>\n",
       "      <td>-3.49</td>\n",
       "      <td>-3.53</td>\n",
       "      <td>-3.57</td>\n",
       "      <td>-3.61</td>\n",
       "      <td>-3.64</td>\n",
       "      <td>-3.68</td>\n",
       "      <td>-3.72</td>\n",
       "      <td>-3.76</td>\n",
       "      <td>-3.80</td>\n",
       "      <td>-3.83</td>\n",
       "      <td>-3.87</td>\n",
       "      <td>-3.91</td>\n",
       "      <td>-3.95</td>\n",
       "      <td>-3.98</td>\n",
       "      <td>-4.02</td>\n",
       "      <td>-4.06</td>\n",
       "      <td>-4.10</td>\n",
       "      <td>-4.13</td>\n",
       "      <td>-4.17</td>\n",
       "      <td>-4.21</td>\n",
       "      <td>-4.24</td>\n",
       "      <td>-4.28</td>\n",
       "      <td>-4.32</td>\n",
       "      <td>-4.35</td>\n",
       "      <td>-4.39</td>\n",
       "      <td>-4.43</td>\n",
       "      <td>-4.46</td>\n",
       "      <td>-4.50</td>\n",
       "      <td>-4.54</td>\n",
       "      <td>-4.57</td>\n",
       "      <td>-4.61</td>\n",
       "      <td>-4.64</td>\n",
       "      <td>-4.68</td>\n",
       "      <td>-4.71</td>\n",
       "      <td>-4.75</td>\n",
       "      <td>-4.78</td>\n",
       "      <td>-4.82</td>\n",
       "      <td>-4.85</td>\n",
       "      <td>-4.89</td>\n",
       "      <td>-4.92</td>\n",
       "      <td>-4.96</td>\n",
       "      <td>-4.99</td>\n",
       "      <td>-5.02</td>\n",
       "      <td>-5.06</td>\n",
       "      <td>-5.09</td>\n",
       "      <td>-5.13</td>\n",
       "      <td>-5.16</td>\n",
       "      <td>-5.19</td>\n",
       "      <td>-5.23</td>\n",
       "      <td>-5.26</td>\n",
       "      <td>-5.29</td>\n",
       "      <td>-5.33</td>\n",
       "      <td>-5.36</td>\n",
       "      <td>-5.39</td>\n",
       "      <td>-5.42</td>\n",
       "      <td>-5.46</td>\n",
       "      <td>-5.49</td>\n",
       "      <td>-5.52</td>\n",
       "      <td>-5.55</td>\n",
       "      <td>-5.59</td>\n",
       "      <td>-5.62</td>\n",
       "      <td>-5.65</td>\n",
       "      <td>-5.68</td>\n",
       "      <td>-5.71</td>\n",
       "      <td>-5.74</td>\n",
       "      <td>-5.77</td>\n",
       "      <td>-5.81</td>\n",
       "      <td>-5.84</td>\n",
       "      <td>-5.87</td>\n",
       "      <td>-5.90</td>\n",
       "      <td>-5.93</td>\n",
       "      <td>-5.96</td>\n",
       "      <td>-5.99</td>\n",
       "      <td>-6.02</td>\n",
       "      <td>-6.05</td>\n",
       "      <td>-6.08</td>\n",
       "      <td>-6.11</td>\n",
       "      <td>-6.14</td>\n",
       "      <td>-6.17</td>\n",
       "      <td>-6.20</td>\n",
       "      <td>-6.23</td>\n",
       "      <td>-6.26</td>\n",
       "      <td>-6.29</td>\n",
       "      <td>-6.32</td>\n",
       "      <td>-6.35</td>\n",
       "      <td>-6.38</td>\n",
       "      <td>-6.40</td>\n",
       "      <td>-6.43</td>\n",
       "      <td>-6.46</td>\n",
       "      <td>-6.49</td>\n",
       "      <td>-6.52</td>\n",
       "      <td>-6.55</td>\n",
       "      <td>-6.58</td>\n",
       "      <td>-6.60</td>\n",
       "      <td>-6.63</td>\n",
       "      <td>-6.66</td>\n",
       "      <td>-6.69</td>\n",
       "      <td>-6.72</td>\n",
       "      <td>-6.75</td>\n",
       "      <td>-6.77</td>\n",
       "      <td>-6.80</td>\n",
       "      <td>-6.83</td>\n",
       "      <td>-6.86</td>\n",
       "      <td>-6.88</td>\n",
       "      <td>-6.91</td>\n",
       "      <td>-6.94</td>\n",
       "      <td>-6.97</td>\n",
       "      <td>-6.99</td>\n",
       "      <td>-7.02</td>\n",
       "      <td>-7.05</td>\n",
       "      <td>-7.07</td>\n",
       "      <td>-7.10</td>\n",
       "      <td>-7.13</td>\n",
       "      <td>-7.16</td>\n",
       "      <td>-7.18</td>\n",
       "      <td>-7.21</td>\n",
       "      <td>-7.24</td>\n",
       "      <td>-7.26</td>\n",
       "      <td>-7.29</td>\n",
       "      <td>-7.32</td>\n",
       "      <td>-7.34</td>\n",
       "      <td>-7.37</td>\n",
       "      <td>-7.39</td>\n",
       "      <td>-7.42</td>\n",
       "      <td>-7.45</td>\n",
       "      <td>-7.47</td>\n",
       "      <td>-7.50</td>\n",
       "      <td>-7.53</td>\n",
       "      <td>-7.55</td>\n",
       "      <td>-7.58</td>\n",
       "      <td>-7.60</td>\n",
       "      <td>-7.63</td>\n",
       "      <td>-7.66</td>\n",
       "      <td>-7.68</td>\n",
       "      <td>-7.71</td>\n",
       "      <td>-7.73</td>\n",
       "      <td>-7.76</td>\n",
       "      <td>-7.78</td>\n",
       "      <td>-7.81</td>\n",
       "      <td>-7.83</td>\n",
       "      <td>-7.86</td>\n",
       "      <td>-7.89</td>\n",
       "      <td>-7.91</td>\n",
       "      <td>-7.94</td>\n",
       "      <td>-7.96</td>\n",
       "      <td>-7.99</td>\n",
       "      <td>-8.01</td>\n",
       "      <td>-8.04</td>\n",
       "      <td>-8.06</td>\n",
       "      <td>-8.09</td>\n",
       "      <td>-8.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>PE_Segment_0_FO</th>\n",
       "      <td>-0.03</td>\n",
       "      <td>-0.03</td>\n",
       "      <td>-0.04</td>\n",
       "      <td>-0.04</td>\n",
       "      <td>-0.04</td>\n",
       "      <td>-0.04</td>\n",
       "      <td>-0.04</td>\n",
       "      <td>-0.05</td>\n",
       "      <td>-0.05</td>\n",
       "      <td>-0.05</td>\n",
       "      <td>-0.06</td>\n",
       "      <td>-0.06</td>\n",
       "      <td>-0.06</td>\n",
       "      <td>-0.06</td>\n",
       "      <td>-0.07</td>\n",
       "      <td>-0.07</td>\n",
       "      <td>-0.07</td>\n",
       "      <td>-0.08</td>\n",
       "      <td>-0.08</td>\n",
       "      <td>-0.09</td>\n",
       "      <td>-0.09</td>\n",
       "      <td>-0.10</td>\n",
       "      <td>-0.10</td>\n",
       "      <td>-0.11</td>\n",
       "      <td>-0.11</td>\n",
       "      <td>-0.12</td>\n",
       "      <td>-0.12</td>\n",
       "      <td>-0.13</td>\n",
       "      <td>-0.13</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>-0.15</td>\n",
       "      <td>-0.15</td>\n",
       "      <td>-0.16</td>\n",
       "      <td>-0.17</td>\n",
       "      <td>-0.18</td>\n",
       "      <td>-0.19</td>\n",
       "      <td>-0.19</td>\n",
       "      <td>-0.20</td>\n",
       "      <td>-0.21</td>\n",
       "      <td>-0.22</td>\n",
       "      <td>-0.23</td>\n",
       "      <td>-0.24</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>-0.27</td>\n",
       "      <td>-0.28</td>\n",
       "      <td>-0.29</td>\n",
       "      <td>-0.30</td>\n",
       "      <td>-0.32</td>\n",
       "      <td>-0.33</td>\n",
       "      <td>-0.34</td>\n",
       "      <td>-0.36</td>\n",
       "      <td>-0.37</td>\n",
       "      <td>-0.39</td>\n",
       "      <td>-0.41</td>\n",
       "      <td>-0.42</td>\n",
       "      <td>-0.44</td>\n",
       "      <td>-0.46</td>\n",
       "      <td>-0.48</td>\n",
       "      <td>-0.50</td>\n",
       "      <td>-0.52</td>\n",
       "      <td>-0.54</td>\n",
       "      <td>-0.56</td>\n",
       "      <td>-0.59</td>\n",
       "      <td>-0.61</td>\n",
       "      <td>-0.64</td>\n",
       "      <td>-0.66</td>\n",
       "      <td>-0.69</td>\n",
       "      <td>-0.71</td>\n",
       "      <td>-0.74</td>\n",
       "      <td>-0.77</td>\n",
       "      <td>-0.80</td>\n",
       "      <td>-0.83</td>\n",
       "      <td>-0.86</td>\n",
       "      <td>-0.90</td>\n",
       "      <td>-0.93</td>\n",
       "      <td>-0.96</td>\n",
       "      <td>-1.00</td>\n",
       "      <td>-1.04</td>\n",
       "      <td>-1.07</td>\n",
       "      <td>-1.11</td>\n",
       "      <td>-1.15</td>\n",
       "      <td>-1.19</td>\n",
       "      <td>-1.23</td>\n",
       "      <td>-1.28</td>\n",
       "      <td>-1.32</td>\n",
       "      <td>-1.37</td>\n",
       "      <td>-1.41</td>\n",
       "      <td>-1.46</td>\n",
       "      <td>-1.51</td>\n",
       "      <td>-1.56</td>\n",
       "      <td>-1.61</td>\n",
       "      <td>-1.66</td>\n",
       "      <td>-1.71</td>\n",
       "      <td>-1.76</td>\n",
       "      <td>-1.82</td>\n",
       "      <td>-1.88</td>\n",
       "      <td>-1.93</td>\n",
       "      <td>-1.99</td>\n",
       "      <td>-2.05</td>\n",
       "      <td>-2.11</td>\n",
       "      <td>-2.17</td>\n",
       "      <td>-2.23</td>\n",
       "      <td>-2.29</td>\n",
       "      <td>-2.36</td>\n",
       "      <td>-2.42</td>\n",
       "      <td>-2.49</td>\n",
       "      <td>-2.55</td>\n",
       "      <td>-2.62</td>\n",
       "      <td>-2.69</td>\n",
       "      <td>-2.76</td>\n",
       "      <td>-2.83</td>\n",
       "      <td>-2.90</td>\n",
       "      <td>-2.97</td>\n",
       "      <td>-3.04</td>\n",
       "      <td>-3.11</td>\n",
       "      <td>-3.18</td>\n",
       "      <td>-3.25</td>\n",
       "      <td>-3.33</td>\n",
       "      <td>-3.40</td>\n",
       "      <td>-3.48</td>\n",
       "      <td>-3.55</td>\n",
       "      <td>-3.62</td>\n",
       "      <td>-3.70</td>\n",
       "      <td>-3.78</td>\n",
       "      <td>-3.85</td>\n",
       "      <td>-3.93</td>\n",
       "      <td>-4.00</td>\n",
       "      <td>-4.08</td>\n",
       "      <td>-4.15</td>\n",
       "      <td>-4.23</td>\n",
       "      <td>-4.31</td>\n",
       "      <td>-4.38</td>\n",
       "      <td>-4.46</td>\n",
       "      <td>-4.53</td>\n",
       "      <td>-4.61</td>\n",
       "      <td>-4.69</td>\n",
       "      <td>-4.76</td>\n",
       "      <td>-4.84</td>\n",
       "      <td>-4.91</td>\n",
       "      <td>-4.99</td>\n",
       "      <td>-5.06</td>\n",
       "      <td>-5.13</td>\n",
       "      <td>-5.21</td>\n",
       "      <td>-5.28</td>\n",
       "      <td>-5.35</td>\n",
       "      <td>-5.43</td>\n",
       "      <td>-5.50</td>\n",
       "      <td>-5.57</td>\n",
       "      <td>-5.64</td>\n",
       "      <td>-5.71</td>\n",
       "      <td>-5.78</td>\n",
       "      <td>-5.85</td>\n",
       "      <td>-5.92</td>\n",
       "      <td>-5.99</td>\n",
       "      <td>-6.06</td>\n",
       "      <td>-6.13</td>\n",
       "      <td>-6.19</td>\n",
       "      <td>-6.26</td>\n",
       "      <td>-6.33</td>\n",
       "      <td>-6.39</td>\n",
       "      <td>-6.46</td>\n",
       "      <td>-6.52</td>\n",
       "      <td>-6.59</td>\n",
       "      <td>-6.65</td>\n",
       "      <td>-6.71</td>\n",
       "      <td>-6.78</td>\n",
       "      <td>-6.84</td>\n",
       "      <td>-6.90</td>\n",
       "      <td>-6.96</td>\n",
       "      <td>-7.02</td>\n",
       "      <td>-7.08</td>\n",
       "      <td>-7.14</td>\n",
       "      <td>-7.20</td>\n",
       "      <td>-7.26</td>\n",
       "      <td>-7.31</td>\n",
       "      <td>-7.37</td>\n",
       "      <td>-7.43</td>\n",
       "      <td>-7.48</td>\n",
       "      <td>-7.54</td>\n",
       "      <td>-7.59</td>\n",
       "      <td>-7.65</td>\n",
       "      <td>-7.70</td>\n",
       "      <td>-7.76</td>\n",
       "      <td>-7.81</td>\n",
       "      <td>-7.86</td>\n",
       "      <td>-7.92</td>\n",
       "      <td>-7.97</td>\n",
       "      <td>-8.02</td>\n",
       "      <td>-8.07</td>\n",
       "      <td>-8.12</td>\n",
       "      <td>-8.17</td>\n",
       "      <td>-8.22</td>\n",
       "      <td>-8.27</td>\n",
       "      <td>-8.32</td>\n",
       "      <td>-8.37</td>\n",
       "      <td>-8.42</td>\n",
       "      <td>-8.47</td>\n",
       "      <td>-8.52</td>\n",
       "      <td>-8.56</td>\n",
       "      <td>-8.61</td>\n",
       "      <td>-8.66</td>\n",
       "      <td>-8.70</td>\n",
       "      <td>-8.75</td>\n",
       "      <td>-8.80</td>\n",
       "      <td>-8.84</td>\n",
       "      <td>-8.89</td>\n",
       "      <td>-8.93</td>\n",
       "      <td>-8.98</td>\n",
       "      <td>-9.02</td>\n",
       "      <td>-9.07</td>\n",
       "      <td>-9.11</td>\n",
       "      <td>-9.16</td>\n",
       "      <td>-9.20</td>\n",
       "      <td>-9.24</td>\n",
       "      <td>-9.29</td>\n",
       "      <td>-9.33</td>\n",
       "      <td>-9.37</td>\n",
       "      <td>-9.41</td>\n",
       "      <td>-9.46</td>\n",
       "      <td>-9.50</td>\n",
       "      <td>-9.54</td>\n",
       "      <td>-9.58</td>\n",
       "      <td>-9.62</td>\n",
       "      <td>-9.67</td>\n",
       "      <td>-9.71</td>\n",
       "      <td>-9.75</td>\n",
       "      <td>-9.79</td>\n",
       "      <td>-9.83</td>\n",
       "      <td>-9.87</td>\n",
       "      <td>-9.91</td>\n",
       "      <td>-9.95</td>\n",
       "      <td>-9.99</td>\n",
       "      <td>-10.03</td>\n",
       "      <td>-10.07</td>\n",
       "      <td>-10.11</td>\n",
       "      <td>-10.15</td>\n",
       "      <td>-10.19</td>\n",
       "      <td>-10.23</td>\n",
       "      <td>-10.27</td>\n",
       "      <td>-10.31</td>\n",
       "      <td>-10.35</td>\n",
       "      <td>-10.39</td>\n",
       "      <td>-10.43</td>\n",
       "      <td>-10.47</td>\n",
       "      <td>-10.51</td>\n",
       "      <td>-10.55</td>\n",
       "      <td>-10.58</td>\n",
       "      <td>-10.62</td>\n",
       "      <td>-10.66</td>\n",
       "      <td>-10.70</td>\n",
       "      <td>-10.74</td>\n",
       "      <td>-10.78</td>\n",
       "      <td>-10.82</td>\n",
       "      <td>-10.85</td>\n",
       "      <td>-10.89</td>\n",
       "      <td>-10.93</td>\n",
       "      <td>-10.97</td>\n",
       "      <td>-11.01</td>\n",
       "      <td>-11.04</td>\n",
       "      <td>-11.08</td>\n",
       "      <td>-11.12</td>\n",
       "      <td>-11.16</td>\n",
       "      <td>-11.19</td>\n",
       "      <td>-11.23</td>\n",
       "      <td>-11.27</td>\n",
       "      <td>-11.31</td>\n",
       "      <td>-11.34</td>\n",
       "      <td>-11.38</td>\n",
       "      <td>-11.42</td>\n",
       "      <td>-11.46</td>\n",
       "      <td>-11.49</td>\n",
       "      <td>-11.53</td>\n",
       "      <td>-11.57</td>\n",
       "      <td>-11.61</td>\n",
       "      <td>-11.64</td>\n",
       "      <td>-11.68</td>\n",
       "      <td>-11.72</td>\n",
       "      <td>-11.75</td>\n",
       "      <td>-11.79</td>\n",
       "      <td>-11.83</td>\n",
       "      <td>-11.86</td>\n",
       "      <td>-11.90</td>\n",
       "      <td>-11.94</td>\n",
       "      <td>-11.98</td>\n",
       "      <td>-12.01</td>\n",
       "      <td>-12.05</td>\n",
       "      <td>-12.09</td>\n",
       "      <td>-12.12</td>\n",
       "      <td>-12.16</td>\n",
       "      <td>-12.20</td>\n",
       "      <td>-12.23</td>\n",
       "      <td>-12.27</td>\n",
       "      <td>-12.31</td>\n",
       "      <td>-12.34</td>\n",
       "      <td>-12.38</td>\n",
       "      <td>-12.42</td>\n",
       "      <td>-12.45</td>\n",
       "      <td>-12.49</td>\n",
       "      <td>-12.53</td>\n",
       "      <td>-12.56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>PE_Segment_1_Cf</th>\n",
       "      <td>-0.12</td>\n",
       "      <td>-0.12</td>\n",
       "      <td>-0.13</td>\n",
       "      <td>-0.13</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>-0.15</td>\n",
       "      <td>-0.15</td>\n",
       "      <td>-0.15</td>\n",
       "      <td>-0.16</td>\n",
       "      <td>-0.16</td>\n",
       "      <td>-0.17</td>\n",
       "      <td>-0.18</td>\n",
       "      <td>-0.18</td>\n",
       "      <td>-0.19</td>\n",
       "      <td>-0.19</td>\n",
       "      <td>-0.20</td>\n",
       "      <td>-0.20</td>\n",
       "      <td>-0.21</td>\n",
       "      <td>-0.22</td>\n",
       "      <td>-0.22</td>\n",
       "      <td>-0.23</td>\n",
       "      <td>-0.23</td>\n",
       "      <td>-0.24</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>-0.26</td>\n",
       "      <td>-0.27</td>\n",
       "      <td>-0.28</td>\n",
       "      <td>-0.28</td>\n",
       "      <td>-0.29</td>\n",
       "      <td>-0.30</td>\n",
       "      <td>-0.31</td>\n",
       "      <td>-0.31</td>\n",
       "      <td>-0.32</td>\n",
       "      <td>-0.33</td>\n",
       "      <td>-0.34</td>\n",
       "      <td>-0.35</td>\n",
       "      <td>-0.36</td>\n",
       "      <td>-0.37</td>\n",
       "      <td>-0.37</td>\n",
       "      <td>-0.38</td>\n",
       "      <td>-0.39</td>\n",
       "      <td>-0.40</td>\n",
       "      <td>-0.41</td>\n",
       "      <td>-0.42</td>\n",
       "      <td>-0.43</td>\n",
       "      <td>-0.44</td>\n",
       "      <td>-0.45</td>\n",
       "      <td>-0.46</td>\n",
       "      <td>-0.47</td>\n",
       "      <td>-0.48</td>\n",
       "      <td>-0.49</td>\n",
       "      <td>-0.51</td>\n",
       "      <td>-0.52</td>\n",
       "      <td>-0.53</td>\n",
       "      <td>-0.54</td>\n",
       "      <td>-0.55</td>\n",
       "      <td>-0.56</td>\n",
       "      <td>-0.58</td>\n",
       "      <td>-0.59</td>\n",
       "      <td>-0.60</td>\n",
       "      <td>-0.61</td>\n",
       "      <td>-0.63</td>\n",
       "      <td>-0.64</td>\n",
       "      <td>-0.65</td>\n",
       "      <td>-0.66</td>\n",
       "      <td>-0.68</td>\n",
       "      <td>-0.69</td>\n",
       "      <td>-0.71</td>\n",
       "      <td>-0.72</td>\n",
       "      <td>-0.73</td>\n",
       "      <td>-0.75</td>\n",
       "      <td>-0.76</td>\n",
       "      <td>-0.78</td>\n",
       "      <td>-0.79</td>\n",
       "      <td>-0.81</td>\n",
       "      <td>-0.82</td>\n",
       "      <td>-0.84</td>\n",
       "      <td>-0.85</td>\n",
       "      <td>-0.87</td>\n",
       "      <td>-0.89</td>\n",
       "      <td>-0.90</td>\n",
       "      <td>-0.92</td>\n",
       "      <td>-0.93</td>\n",
       "      <td>-0.95</td>\n",
       "      <td>-0.97</td>\n",
       "      <td>-0.98</td>\n",
       "      <td>-1.00</td>\n",
       "      <td>-1.02</td>\n",
       "      <td>-1.04</td>\n",
       "      <td>-1.05</td>\n",
       "      <td>-1.07</td>\n",
       "      <td>-1.09</td>\n",
       "      <td>-1.11</td>\n",
       "      <td>-1.13</td>\n",
       "      <td>-1.15</td>\n",
       "      <td>-1.16</td>\n",
       "      <td>-1.18</td>\n",
       "      <td>-1.20</td>\n",
       "      <td>-1.22</td>\n",
       "      <td>-1.24</td>\n",
       "      <td>-1.26</td>\n",
       "      <td>-1.28</td>\n",
       "      <td>-1.30</td>\n",
       "      <td>-1.32</td>\n",
       "      <td>-1.34</td>\n",
       "      <td>-1.36</td>\n",
       "      <td>-1.38</td>\n",
       "      <td>-1.40</td>\n",
       "      <td>-1.42</td>\n",
       "      <td>-1.44</td>\n",
       "      <td>-1.46</td>\n",
       "      <td>-1.48</td>\n",
       "      <td>-1.50</td>\n",
       "      <td>-1.53</td>\n",
       "      <td>-1.55</td>\n",
       "      <td>-1.57</td>\n",
       "      <td>-1.59</td>\n",
       "      <td>-1.61</td>\n",
       "      <td>-1.64</td>\n",
       "      <td>-1.66</td>\n",
       "      <td>-1.68</td>\n",
       "      <td>-1.70</td>\n",
       "      <td>-1.72</td>\n",
       "      <td>-1.75</td>\n",
       "      <td>-1.77</td>\n",
       "      <td>-1.79</td>\n",
       "      <td>-1.82</td>\n",
       "      <td>-1.84</td>\n",
       "      <td>-1.86</td>\n",
       "      <td>-1.88</td>\n",
       "      <td>-1.91</td>\n",
       "      <td>-1.93</td>\n",
       "      <td>-1.95</td>\n",
       "      <td>-1.98</td>\n",
       "      <td>-2.00</td>\n",
       "      <td>-2.03</td>\n",
       "      <td>-2.05</td>\n",
       "      <td>-2.07</td>\n",
       "      <td>-2.10</td>\n",
       "      <td>-2.12</td>\n",
       "      <td>-2.15</td>\n",
       "      <td>-2.17</td>\n",
       "      <td>-2.19</td>\n",
       "      <td>-2.22</td>\n",
       "      <td>-2.24</td>\n",
       "      <td>-2.27</td>\n",
       "      <td>-2.29</td>\n",
       "      <td>-2.32</td>\n",
       "      <td>-2.34</td>\n",
       "      <td>-2.37</td>\n",
       "      <td>-2.39</td>\n",
       "      <td>-2.42</td>\n",
       "      <td>-2.44</td>\n",
       "      <td>-2.47</td>\n",
       "      <td>-2.49</td>\n",
       "      <td>-2.51</td>\n",
       "      <td>-2.54</td>\n",
       "      <td>-2.56</td>\n",
       "      <td>-2.59</td>\n",
       "      <td>-2.61</td>\n",
       "      <td>-2.64</td>\n",
       "      <td>-2.66</td>\n",
       "      <td>-2.69</td>\n",
       "      <td>-2.72</td>\n",
       "      <td>-2.74</td>\n",
       "      <td>-2.77</td>\n",
       "      <td>-2.79</td>\n",
       "      <td>-2.82</td>\n",
       "      <td>-2.84</td>\n",
       "      <td>-2.87</td>\n",
       "      <td>-2.89</td>\n",
       "      <td>-2.92</td>\n",
       "      <td>-2.94</td>\n",
       "      <td>-2.97</td>\n",
       "      <td>-2.99</td>\n",
       "      <td>-3.02</td>\n",
       "      <td>-3.04</td>\n",
       "      <td>-3.07</td>\n",
       "      <td>-3.09</td>\n",
       "      <td>-3.12</td>\n",
       "      <td>-3.14</td>\n",
       "      <td>-3.17</td>\n",
       "      <td>-3.19</td>\n",
       "      <td>-3.22</td>\n",
       "      <td>-3.24</td>\n",
       "      <td>-3.27</td>\n",
       "      <td>-3.29</td>\n",
       "      <td>-3.32</td>\n",
       "      <td>-3.34</td>\n",
       "      <td>-3.37</td>\n",
       "      <td>-3.39</td>\n",
       "      <td>-3.42</td>\n",
       "      <td>-3.44</td>\n",
       "      <td>-3.47</td>\n",
       "      <td>-3.49</td>\n",
       "      <td>-3.52</td>\n",
       "      <td>-3.54</td>\n",
       "      <td>-3.57</td>\n",
       "      <td>-3.59</td>\n",
       "      <td>-3.62</td>\n",
       "      <td>-3.64</td>\n",
       "      <td>-3.67</td>\n",
       "      <td>-3.69</td>\n",
       "      <td>-3.71</td>\n",
       "      <td>-3.74</td>\n",
       "      <td>-3.76</td>\n",
       "      <td>-3.79</td>\n",
       "      <td>-3.81</td>\n",
       "      <td>-3.84</td>\n",
       "      <td>-3.86</td>\n",
       "      <td>-3.88</td>\n",
       "      <td>-3.91</td>\n",
       "      <td>-3.93</td>\n",
       "      <td>-3.96</td>\n",
       "      <td>-3.98</td>\n",
       "      <td>-4.01</td>\n",
       "      <td>-4.03</td>\n",
       "      <td>-4.05</td>\n",
       "      <td>-4.08</td>\n",
       "      <td>-4.10</td>\n",
       "      <td>-4.12</td>\n",
       "      <td>-4.15</td>\n",
       "      <td>-4.17</td>\n",
       "      <td>-4.20</td>\n",
       "      <td>-4.22</td>\n",
       "      <td>-4.24</td>\n",
       "      <td>-4.27</td>\n",
       "      <td>-4.29</td>\n",
       "      <td>-4.31</td>\n",
       "      <td>-4.34</td>\n",
       "      <td>-4.36</td>\n",
       "      <td>-4.38</td>\n",
       "      <td>-4.40</td>\n",
       "      <td>-4.43</td>\n",
       "      <td>-4.45</td>\n",
       "      <td>-4.47</td>\n",
       "      <td>-4.50</td>\n",
       "      <td>-4.52</td>\n",
       "      <td>-4.54</td>\n",
       "      <td>-4.57</td>\n",
       "      <td>-4.59</td>\n",
       "      <td>-4.61</td>\n",
       "      <td>-4.63</td>\n",
       "      <td>-4.66</td>\n",
       "      <td>-4.68</td>\n",
       "      <td>-4.70</td>\n",
       "      <td>-4.72</td>\n",
       "      <td>-4.75</td>\n",
       "      <td>-4.77</td>\n",
       "      <td>-4.79</td>\n",
       "      <td>-4.81</td>\n",
       "      <td>-4.83</td>\n",
       "      <td>-4.86</td>\n",
       "      <td>-4.88</td>\n",
       "      <td>-4.90</td>\n",
       "      <td>-4.92</td>\n",
       "      <td>-4.94</td>\n",
       "      <td>-4.97</td>\n",
       "      <td>-4.99</td>\n",
       "      <td>-5.01</td>\n",
       "      <td>-5.03</td>\n",
       "      <td>-5.05</td>\n",
       "      <td>-5.07</td>\n",
       "      <td>-5.10</td>\n",
       "      <td>-5.12</td>\n",
       "      <td>-5.14</td>\n",
       "      <td>-5.16</td>\n",
       "      <td>-5.18</td>\n",
       "      <td>-5.20</td>\n",
       "      <td>-5.22</td>\n",
       "      <td>-5.25</td>\n",
       "      <td>-5.27</td>\n",
       "      <td>-5.29</td>\n",
       "      <td>-5.31</td>\n",
       "      <td>-5.33</td>\n",
       "      <td>-5.35</td>\n",
       "      <td>-5.37</td>\n",
       "      <td>-5.39</td>\n",
       "      <td>-5.41</td>\n",
       "      <td>-5.44</td>\n",
       "      <td>-5.46</td>\n",
       "      <td>-5.48</td>\n",
       "      <td>-5.50</td>\n",
       "      <td>-5.52</td>\n",
       "      <td>-5.54</td>\n",
       "      <td>-5.56</td>\n",
       "      <td>-5.58</td>\n",
       "      <td>-5.60</td>\n",
       "      <td>-5.62</td>\n",
       "      <td>-5.64</td>\n",
       "      <td>-5.66</td>\n",
       "      <td>-5.68</td>\n",
       "      <td>-5.70</td>\n",
       "      <td>-5.72</td>\n",
       "      <td>-5.74</td>\n",
       "      <td>-5.76</td>\n",
       "      <td>-5.78</td>\n",
       "      <td>-5.80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>PE_Segment_2_Strd</th>\n",
       "      <td>-0.21</td>\n",
       "      <td>-0.22</td>\n",
       "      <td>-0.22</td>\n",
       "      <td>-0.23</td>\n",
       "      <td>-0.24</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>-0.26</td>\n",
       "      <td>-0.27</td>\n",
       "      <td>-0.27</td>\n",
       "      <td>-0.28</td>\n",
       "      <td>-0.29</td>\n",
       "      <td>-0.30</td>\n",
       "      <td>-0.31</td>\n",
       "      <td>-0.31</td>\n",
       "      <td>-0.32</td>\n",
       "      <td>-0.33</td>\n",
       "      <td>-0.34</td>\n",
       "      <td>-0.35</td>\n",
       "      <td>-0.36</td>\n",
       "      <td>-0.36</td>\n",
       "      <td>-0.37</td>\n",
       "      <td>-0.38</td>\n",
       "      <td>-0.39</td>\n",
       "      <td>-0.40</td>\n",
       "      <td>-0.41</td>\n",
       "      <td>-0.42</td>\n",
       "      <td>-0.43</td>\n",
       "      <td>-0.44</td>\n",
       "      <td>-0.45</td>\n",
       "      <td>-0.46</td>\n",
       "      <td>-0.47</td>\n",
       "      <td>-0.48</td>\n",
       "      <td>-0.49</td>\n",
       "      <td>-0.50</td>\n",
       "      <td>-0.51</td>\n",
       "      <td>-0.52</td>\n",
       "      <td>-0.53</td>\n",
       "      <td>-0.54</td>\n",
       "      <td>-0.55</td>\n",
       "      <td>-0.56</td>\n",
       "      <td>-0.58</td>\n",
       "      <td>-0.59</td>\n",
       "      <td>-0.60</td>\n",
       "      <td>-0.61</td>\n",
       "      <td>-0.62</td>\n",
       "      <td>-0.63</td>\n",
       "      <td>-0.65</td>\n",
       "      <td>-0.66</td>\n",
       "      <td>-0.67</td>\n",
       "      <td>-0.68</td>\n",
       "      <td>-0.70</td>\n",
       "      <td>-0.71</td>\n",
       "      <td>-0.72</td>\n",
       "      <td>-0.73</td>\n",
       "      <td>-0.75</td>\n",
       "      <td>-0.76</td>\n",
       "      <td>-0.77</td>\n",
       "      <td>-0.79</td>\n",
       "      <td>-0.80</td>\n",
       "      <td>-0.81</td>\n",
       "      <td>-0.83</td>\n",
       "      <td>-0.84</td>\n",
       "      <td>-0.85</td>\n",
       "      <td>-0.87</td>\n",
       "      <td>-0.88</td>\n",
       "      <td>-0.90</td>\n",
       "      <td>-0.91</td>\n",
       "      <td>-0.93</td>\n",
       "      <td>-0.94</td>\n",
       "      <td>-0.96</td>\n",
       "      <td>-0.97</td>\n",
       "      <td>-0.98</td>\n",
       "      <td>-1.00</td>\n",
       "      <td>-1.02</td>\n",
       "      <td>-1.03</td>\n",
       "      <td>-1.05</td>\n",
       "      <td>-1.06</td>\n",
       "      <td>-1.08</td>\n",
       "      <td>-1.09</td>\n",
       "      <td>-1.11</td>\n",
       "      <td>-1.12</td>\n",
       "      <td>-1.14</td>\n",
       "      <td>-1.16</td>\n",
       "      <td>-1.17</td>\n",
       "      <td>-1.19</td>\n",
       "      <td>-1.20</td>\n",
       "      <td>-1.22</td>\n",
       "      <td>-1.24</td>\n",
       "      <td>-1.25</td>\n",
       "      <td>-1.27</td>\n",
       "      <td>-1.29</td>\n",
       "      <td>-1.30</td>\n",
       "      <td>-1.32</td>\n",
       "      <td>-1.34</td>\n",
       "      <td>-1.36</td>\n",
       "      <td>-1.37</td>\n",
       "      <td>-1.39</td>\n",
       "      <td>-1.41</td>\n",
       "      <td>-1.42</td>\n",
       "      <td>-1.44</td>\n",
       "      <td>-1.46</td>\n",
       "      <td>-1.48</td>\n",
       "      <td>-1.49</td>\n",
       "      <td>-1.51</td>\n",
       "      <td>-1.53</td>\n",
       "      <td>-1.55</td>\n",
       "      <td>-1.57</td>\n",
       "      <td>-1.58</td>\n",
       "      <td>-1.60</td>\n",
       "      <td>-1.62</td>\n",
       "      <td>-1.64</td>\n",
       "      <td>-1.66</td>\n",
       "      <td>-1.67</td>\n",
       "      <td>-1.69</td>\n",
       "      <td>-1.71</td>\n",
       "      <td>-1.73</td>\n",
       "      <td>-1.75</td>\n",
       "      <td>-1.77</td>\n",
       "      <td>-1.79</td>\n",
       "      <td>-1.80</td>\n",
       "      <td>-1.82</td>\n",
       "      <td>-1.84</td>\n",
       "      <td>-1.86</td>\n",
       "      <td>-1.88</td>\n",
       "      <td>-1.90</td>\n",
       "      <td>-1.92</td>\n",
       "      <td>-1.94</td>\n",
       "      <td>-1.96</td>\n",
       "      <td>-1.97</td>\n",
       "      <td>-1.99</td>\n",
       "      <td>-2.01</td>\n",
       "      <td>-2.03</td>\n",
       "      <td>-2.05</td>\n",
       "      <td>-2.07</td>\n",
       "      <td>-2.09</td>\n",
       "      <td>-2.11</td>\n",
       "      <td>-2.13</td>\n",
       "      <td>-2.15</td>\n",
       "      <td>-2.17</td>\n",
       "      <td>-2.19</td>\n",
       "      <td>-2.20</td>\n",
       "      <td>-2.22</td>\n",
       "      <td>-2.24</td>\n",
       "      <td>-2.26</td>\n",
       "      <td>-2.28</td>\n",
       "      <td>-2.30</td>\n",
       "      <td>-2.32</td>\n",
       "      <td>-2.34</td>\n",
       "      <td>-2.36</td>\n",
       "      <td>-2.38</td>\n",
       "      <td>-2.40</td>\n",
       "      <td>-2.42</td>\n",
       "      <td>-2.44</td>\n",
       "      <td>-2.46</td>\n",
       "      <td>-2.48</td>\n",
       "      <td>-2.50</td>\n",
       "      <td>-2.52</td>\n",
       "      <td>-2.54</td>\n",
       "      <td>-2.55</td>\n",
       "      <td>-2.57</td>\n",
       "      <td>-2.59</td>\n",
       "      <td>-2.61</td>\n",
       "      <td>-2.63</td>\n",
       "      <td>-2.65</td>\n",
       "      <td>-2.67</td>\n",
       "      <td>-2.69</td>\n",
       "      <td>-2.71</td>\n",
       "      <td>-2.73</td>\n",
       "      <td>-2.75</td>\n",
       "      <td>-2.77</td>\n",
       "      <td>-2.79</td>\n",
       "      <td>-2.81</td>\n",
       "      <td>-2.83</td>\n",
       "      <td>-2.85</td>\n",
       "      <td>-2.87</td>\n",
       "      <td>-2.89</td>\n",
       "      <td>-2.91</td>\n",
       "      <td>-2.93</td>\n",
       "      <td>-2.94</td>\n",
       "      <td>-2.96</td>\n",
       "      <td>-2.98</td>\n",
       "      <td>-3.00</td>\n",
       "      <td>-3.02</td>\n",
       "      <td>-3.04</td>\n",
       "      <td>-3.06</td>\n",
       "      <td>-3.08</td>\n",
       "      <td>-3.10</td>\n",
       "      <td>-3.12</td>\n",
       "      <td>-3.14</td>\n",
       "      <td>-3.16</td>\n",
       "      <td>-3.18</td>\n",
       "      <td>-3.20</td>\n",
       "      <td>-3.21</td>\n",
       "      <td>-3.23</td>\n",
       "      <td>-3.25</td>\n",
       "      <td>-3.27</td>\n",
       "      <td>-3.29</td>\n",
       "      <td>-3.31</td>\n",
       "      <td>-3.33</td>\n",
       "      <td>-3.35</td>\n",
       "      <td>-3.37</td>\n",
       "      <td>-3.39</td>\n",
       "      <td>-3.41</td>\n",
       "      <td>-3.42</td>\n",
       "      <td>-3.44</td>\n",
       "      <td>-3.46</td>\n",
       "      <td>-3.48</td>\n",
       "      <td>-3.50</td>\n",
       "      <td>-3.52</td>\n",
       "      <td>-3.54</td>\n",
       "      <td>-3.56</td>\n",
       "      <td>-3.58</td>\n",
       "      <td>-3.59</td>\n",
       "      <td>-3.61</td>\n",
       "      <td>-3.63</td>\n",
       "      <td>-3.65</td>\n",
       "      <td>-3.67</td>\n",
       "      <td>-3.69</td>\n",
       "      <td>-3.71</td>\n",
       "      <td>-3.73</td>\n",
       "      <td>-3.74</td>\n",
       "      <td>-3.76</td>\n",
       "      <td>-3.78</td>\n",
       "      <td>-3.80</td>\n",
       "      <td>-3.82</td>\n",
       "      <td>-3.84</td>\n",
       "      <td>-3.85</td>\n",
       "      <td>-3.87</td>\n",
       "      <td>-3.89</td>\n",
       "      <td>-3.91</td>\n",
       "      <td>-3.93</td>\n",
       "      <td>-3.95</td>\n",
       "      <td>-3.96</td>\n",
       "      <td>-3.98</td>\n",
       "      <td>-4.00</td>\n",
       "      <td>-4.02</td>\n",
       "      <td>-4.04</td>\n",
       "      <td>-4.06</td>\n",
       "      <td>-4.07</td>\n",
       "      <td>-4.09</td>\n",
       "      <td>-4.11</td>\n",
       "      <td>-4.13</td>\n",
       "      <td>-4.15</td>\n",
       "      <td>-4.16</td>\n",
       "      <td>-4.18</td>\n",
       "      <td>-4.20</td>\n",
       "      <td>-4.22</td>\n",
       "      <td>-4.24</td>\n",
       "      <td>-4.25</td>\n",
       "      <td>-4.27</td>\n",
       "      <td>-4.29</td>\n",
       "      <td>-4.31</td>\n",
       "      <td>-4.32</td>\n",
       "      <td>-4.34</td>\n",
       "      <td>-4.36</td>\n",
       "      <td>-4.38</td>\n",
       "      <td>-4.40</td>\n",
       "      <td>-4.41</td>\n",
       "      <td>-4.43</td>\n",
       "      <td>-4.45</td>\n",
       "      <td>-4.47</td>\n",
       "      <td>-4.48</td>\n",
       "      <td>-4.50</td>\n",
       "      <td>-4.52</td>\n",
       "      <td>-4.54</td>\n",
       "      <td>-4.55</td>\n",
       "      <td>-4.57</td>\n",
       "      <td>-4.59</td>\n",
       "      <td>-4.61</td>\n",
       "      <td>-4.62</td>\n",
       "      <td>-4.64</td>\n",
       "      <td>-4.66</td>\n",
       "      <td>-4.68</td>\n",
       "      <td>-4.69</td>\n",
       "      <td>-4.71</td>\n",
       "      <td>-4.73</td>\n",
       "      <td>-4.74</td>\n",
       "      <td>-4.76</td>\n",
       "      <td>-4.78</td>\n",
       "      <td>-4.80</td>\n",
       "      <td>-4.81</td>\n",
       "      <td>-4.83</td>\n",
       "      <td>-4.85</td>\n",
       "      <td>-4.86</td>\n",
       "      <td>-4.88</td>\n",
       "      <td>-4.90</td>\n",
       "      <td>-4.92</td>\n",
       "      <td>-4.93</td>\n",
       "      <td>-4.95</td>\n",
       "      <td>-4.97</td>\n",
       "      <td>-4.98</td>\n",
       "      <td>-5.00</td>\n",
       "      <td>-5.02</td>\n",
       "      <td>-5.03</td>\n",
       "      <td>-5.05</td>\n",
       "      <td>-5.07</td>\n",
       "      <td>-5.09</td>\n",
       "      <td>-5.10</td>\n",
       "      <td>-5.12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>PE_Segment_3_WO</th>\n",
       "      <td>-0.17</td>\n",
       "      <td>-0.17</td>\n",
       "      <td>-0.18</td>\n",
       "      <td>-0.18</td>\n",
       "      <td>-0.19</td>\n",
       "      <td>-0.19</td>\n",
       "      <td>-0.20</td>\n",
       "      <td>-0.20</td>\n",
       "      <td>-0.21</td>\n",
       "      <td>-0.21</td>\n",
       "      <td>-0.22</td>\n",
       "      <td>-0.22</td>\n",
       "      <td>-0.23</td>\n",
       "      <td>-0.24</td>\n",
       "      <td>-0.24</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>-0.26</td>\n",
       "      <td>-0.27</td>\n",
       "      <td>-0.27</td>\n",
       "      <td>-0.28</td>\n",
       "      <td>-0.28</td>\n",
       "      <td>-0.29</td>\n",
       "      <td>-0.30</td>\n",
       "      <td>-0.30</td>\n",
       "      <td>-0.31</td>\n",
       "      <td>-0.32</td>\n",
       "      <td>-0.33</td>\n",
       "      <td>-0.33</td>\n",
       "      <td>-0.34</td>\n",
       "      <td>-0.35</td>\n",
       "      <td>-0.35</td>\n",
       "      <td>-0.36</td>\n",
       "      <td>-0.37</td>\n",
       "      <td>-0.38</td>\n",
       "      <td>-0.38</td>\n",
       "      <td>-0.39</td>\n",
       "      <td>-0.40</td>\n",
       "      <td>-0.41</td>\n",
       "      <td>-0.42</td>\n",
       "      <td>-0.42</td>\n",
       "      <td>-0.43</td>\n",
       "      <td>-0.44</td>\n",
       "      <td>-0.45</td>\n",
       "      <td>-0.46</td>\n",
       "      <td>-0.47</td>\n",
       "      <td>-0.47</td>\n",
       "      <td>-0.48</td>\n",
       "      <td>-0.49</td>\n",
       "      <td>-0.50</td>\n",
       "      <td>-0.51</td>\n",
       "      <td>-0.52</td>\n",
       "      <td>-0.53</td>\n",
       "      <td>-0.54</td>\n",
       "      <td>-0.55</td>\n",
       "      <td>-0.56</td>\n",
       "      <td>-0.57</td>\n",
       "      <td>-0.58</td>\n",
       "      <td>-0.59</td>\n",
       "      <td>-0.60</td>\n",
       "      <td>-0.60</td>\n",
       "      <td>-0.61</td>\n",
       "      <td>-0.63</td>\n",
       "      <td>-0.64</td>\n",
       "      <td>-0.65</td>\n",
       "      <td>-0.66</td>\n",
       "      <td>-0.67</td>\n",
       "      <td>-0.68</td>\n",
       "      <td>-0.69</td>\n",
       "      <td>-0.70</td>\n",
       "      <td>-0.71</td>\n",
       "      <td>-0.72</td>\n",
       "      <td>-0.73</td>\n",
       "      <td>-0.74</td>\n",
       "      <td>-0.75</td>\n",
       "      <td>-0.76</td>\n",
       "      <td>-0.78</td>\n",
       "      <td>-0.79</td>\n",
       "      <td>-0.80</td>\n",
       "      <td>-0.81</td>\n",
       "      <td>-0.82</td>\n",
       "      <td>-0.83</td>\n",
       "      <td>-0.84</td>\n",
       "      <td>-0.86</td>\n",
       "      <td>-0.87</td>\n",
       "      <td>-0.88</td>\n",
       "      <td>-0.89</td>\n",
       "      <td>-0.91</td>\n",
       "      <td>-0.92</td>\n",
       "      <td>-0.93</td>\n",
       "      <td>-0.94</td>\n",
       "      <td>-0.95</td>\n",
       "      <td>-0.97</td>\n",
       "      <td>-0.98</td>\n",
       "      <td>-0.99</td>\n",
       "      <td>-1.01</td>\n",
       "      <td>-1.02</td>\n",
       "      <td>-1.03</td>\n",
       "      <td>-1.04</td>\n",
       "      <td>-1.06</td>\n",
       "      <td>-1.07</td>\n",
       "      <td>-1.08</td>\n",
       "      <td>-1.10</td>\n",
       "      <td>-1.11</td>\n",
       "      <td>-1.12</td>\n",
       "      <td>-1.14</td>\n",
       "      <td>-1.15</td>\n",
       "      <td>-1.17</td>\n",
       "      <td>-1.18</td>\n",
       "      <td>-1.19</td>\n",
       "      <td>-1.21</td>\n",
       "      <td>-1.22</td>\n",
       "      <td>-1.24</td>\n",
       "      <td>-1.25</td>\n",
       "      <td>-1.26</td>\n",
       "      <td>-1.28</td>\n",
       "      <td>-1.29</td>\n",
       "      <td>-1.31</td>\n",
       "      <td>-1.32</td>\n",
       "      <td>-1.34</td>\n",
       "      <td>-1.35</td>\n",
       "      <td>-1.36</td>\n",
       "      <td>-1.38</td>\n",
       "      <td>-1.39</td>\n",
       "      <td>-1.41</td>\n",
       "      <td>-1.42</td>\n",
       "      <td>-1.44</td>\n",
       "      <td>-1.45</td>\n",
       "      <td>-1.47</td>\n",
       "      <td>-1.48</td>\n",
       "      <td>-1.50</td>\n",
       "      <td>-1.51</td>\n",
       "      <td>-1.53</td>\n",
       "      <td>-1.54</td>\n",
       "      <td>-1.56</td>\n",
       "      <td>-1.57</td>\n",
       "      <td>-1.59</td>\n",
       "      <td>-1.61</td>\n",
       "      <td>-1.62</td>\n",
       "      <td>-1.64</td>\n",
       "      <td>-1.65</td>\n",
       "      <td>-1.67</td>\n",
       "      <td>-1.68</td>\n",
       "      <td>-1.70</td>\n",
       "      <td>-1.71</td>\n",
       "      <td>-1.73</td>\n",
       "      <td>-1.75</td>\n",
       "      <td>-1.76</td>\n",
       "      <td>-1.78</td>\n",
       "      <td>-1.79</td>\n",
       "      <td>-1.81</td>\n",
       "      <td>-1.83</td>\n",
       "      <td>-1.84</td>\n",
       "      <td>-1.86</td>\n",
       "      <td>-1.87</td>\n",
       "      <td>-1.89</td>\n",
       "      <td>-1.91</td>\n",
       "      <td>-1.92</td>\n",
       "      <td>-1.94</td>\n",
       "      <td>-1.95</td>\n",
       "      <td>-1.97</td>\n",
       "      <td>-1.99</td>\n",
       "      <td>-2.00</td>\n",
       "      <td>-2.02</td>\n",
       "      <td>-2.03</td>\n",
       "      <td>-2.05</td>\n",
       "      <td>-2.07</td>\n",
       "      <td>-2.08</td>\n",
       "      <td>-2.10</td>\n",
       "      <td>-2.12</td>\n",
       "      <td>-2.13</td>\n",
       "      <td>-2.15</td>\n",
       "      <td>-2.17</td>\n",
       "      <td>-2.18</td>\n",
       "      <td>-2.20</td>\n",
       "      <td>-2.22</td>\n",
       "      <td>-2.23</td>\n",
       "      <td>-2.25</td>\n",
       "      <td>-2.26</td>\n",
       "      <td>-2.28</td>\n",
       "      <td>-2.30</td>\n",
       "      <td>-2.31</td>\n",
       "      <td>-2.33</td>\n",
       "      <td>-2.35</td>\n",
       "      <td>-2.36</td>\n",
       "      <td>-2.38</td>\n",
       "      <td>-2.40</td>\n",
       "      <td>-2.41</td>\n",
       "      <td>-2.43</td>\n",
       "      <td>-2.45</td>\n",
       "      <td>-2.46</td>\n",
       "      <td>-2.48</td>\n",
       "      <td>-2.50</td>\n",
       "      <td>-2.51</td>\n",
       "      <td>-2.53</td>\n",
       "      <td>-2.55</td>\n",
       "      <td>-2.56</td>\n",
       "      <td>-2.58</td>\n",
       "      <td>-2.60</td>\n",
       "      <td>-2.61</td>\n",
       "      <td>-2.63</td>\n",
       "      <td>-2.65</td>\n",
       "      <td>-2.66</td>\n",
       "      <td>-2.68</td>\n",
       "      <td>-2.70</td>\n",
       "      <td>-2.71</td>\n",
       "      <td>-2.73</td>\n",
       "      <td>-2.75</td>\n",
       "      <td>-2.76</td>\n",
       "      <td>-2.78</td>\n",
       "      <td>-2.80</td>\n",
       "      <td>-2.81</td>\n",
       "      <td>-2.83</td>\n",
       "      <td>-2.85</td>\n",
       "      <td>-2.86</td>\n",
       "      <td>-2.88</td>\n",
       "      <td>-2.90</td>\n",
       "      <td>-2.91</td>\n",
       "      <td>-2.93</td>\n",
       "      <td>-2.95</td>\n",
       "      <td>-2.96</td>\n",
       "      <td>-2.98</td>\n",
       "      <td>-3.00</td>\n",
       "      <td>-3.01</td>\n",
       "      <td>-3.03</td>\n",
       "      <td>-3.05</td>\n",
       "      <td>-3.06</td>\n",
       "      <td>-3.08</td>\n",
       "      <td>-3.09</td>\n",
       "      <td>-3.11</td>\n",
       "      <td>-3.13</td>\n",
       "      <td>-3.14</td>\n",
       "      <td>-3.16</td>\n",
       "      <td>-3.18</td>\n",
       "      <td>-3.19</td>\n",
       "      <td>-3.21</td>\n",
       "      <td>-3.23</td>\n",
       "      <td>-3.24</td>\n",
       "      <td>-3.26</td>\n",
       "      <td>-3.27</td>\n",
       "      <td>-3.29</td>\n",
       "      <td>-3.31</td>\n",
       "      <td>-3.32</td>\n",
       "      <td>-3.34</td>\n",
       "      <td>-3.36</td>\n",
       "      <td>-3.37</td>\n",
       "      <td>-3.39</td>\n",
       "      <td>-3.40</td>\n",
       "      <td>-3.42</td>\n",
       "      <td>-3.44</td>\n",
       "      <td>-3.45</td>\n",
       "      <td>-3.47</td>\n",
       "      <td>-3.49</td>\n",
       "      <td>-3.50</td>\n",
       "      <td>-3.52</td>\n",
       "      <td>-3.53</td>\n",
       "      <td>-3.55</td>\n",
       "      <td>-3.57</td>\n",
       "      <td>-3.58</td>\n",
       "      <td>-3.60</td>\n",
       "      <td>-3.61</td>\n",
       "      <td>-3.63</td>\n",
       "      <td>-3.65</td>\n",
       "      <td>-3.66</td>\n",
       "      <td>-3.68</td>\n",
       "      <td>-3.69</td>\n",
       "      <td>-3.71</td>\n",
       "      <td>-3.72</td>\n",
       "      <td>-3.74</td>\n",
       "      <td>-3.76</td>\n",
       "      <td>-3.77</td>\n",
       "      <td>-3.79</td>\n",
       "      <td>-3.80</td>\n",
       "      <td>-3.82</td>\n",
       "      <td>-3.84</td>\n",
       "      <td>-3.85</td>\n",
       "      <td>-3.87</td>\n",
       "      <td>-3.88</td>\n",
       "      <td>-3.90</td>\n",
       "      <td>-3.91</td>\n",
       "      <td>-3.93</td>\n",
       "      <td>-3.94</td>\n",
       "      <td>-3.96</td>\n",
       "      <td>-3.98</td>\n",
       "      <td>-3.99</td>\n",
       "      <td>-4.01</td>\n",
       "      <td>-4.02</td>\n",
       "      <td>-4.04</td>\n",
       "      <td>-4.05</td>\n",
       "      <td>-4.07</td>\n",
       "      <td>-4.08</td>\n",
       "      <td>-4.10</td>\n",
       "      <td>-4.12</td>\n",
       "      <td>-4.13</td>\n",
       "      <td>-4.15</td>\n",
       "      <td>-4.16</td>\n",
       "      <td>-4.18</td>\n",
       "      <td>-4.19</td>\n",
       "      <td>-4.21</td>\n",
       "      <td>-4.22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Elasticity_Promotion_1</th>\n",
       "      <td>-0.13</td>\n",
       "      <td>-0.13</td>\n",
       "      <td>-0.13</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>-0.15</td>\n",
       "      <td>-0.15</td>\n",
       "      <td>-0.16</td>\n",
       "      <td>-0.16</td>\n",
       "      <td>-0.17</td>\n",
       "      <td>-0.17</td>\n",
       "      <td>-0.18</td>\n",
       "      <td>-0.18</td>\n",
       "      <td>-0.19</td>\n",
       "      <td>-0.19</td>\n",
       "      <td>-0.20</td>\n",
       "      <td>-0.20</td>\n",
       "      <td>-0.21</td>\n",
       "      <td>-0.21</td>\n",
       "      <td>-0.22</td>\n",
       "      <td>-0.22</td>\n",
       "      <td>-0.23</td>\n",
       "      <td>-0.24</td>\n",
       "      <td>-0.24</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>-0.26</td>\n",
       "      <td>-0.27</td>\n",
       "      <td>-0.27</td>\n",
       "      <td>-0.28</td>\n",
       "      <td>-0.29</td>\n",
       "      <td>-0.29</td>\n",
       "      <td>-0.30</td>\n",
       "      <td>-0.31</td>\n",
       "      <td>-0.32</td>\n",
       "      <td>-0.32</td>\n",
       "      <td>-0.33</td>\n",
       "      <td>-0.34</td>\n",
       "      <td>-0.35</td>\n",
       "      <td>-0.35</td>\n",
       "      <td>-0.36</td>\n",
       "      <td>-0.37</td>\n",
       "      <td>-0.38</td>\n",
       "      <td>-0.39</td>\n",
       "      <td>-0.39</td>\n",
       "      <td>-0.40</td>\n",
       "      <td>-0.41</td>\n",
       "      <td>-0.42</td>\n",
       "      <td>-0.43</td>\n",
       "      <td>-0.44</td>\n",
       "      <td>-0.45</td>\n",
       "      <td>-0.46</td>\n",
       "      <td>-0.47</td>\n",
       "      <td>-0.48</td>\n",
       "      <td>-0.48</td>\n",
       "      <td>-0.49</td>\n",
       "      <td>-0.50</td>\n",
       "      <td>-0.51</td>\n",
       "      <td>-0.52</td>\n",
       "      <td>-0.53</td>\n",
       "      <td>-0.54</td>\n",
       "      <td>-0.56</td>\n",
       "      <td>-0.57</td>\n",
       "      <td>-0.58</td>\n",
       "      <td>-0.59</td>\n",
       "      <td>-0.60</td>\n",
       "      <td>-0.61</td>\n",
       "      <td>-0.62</td>\n",
       "      <td>-0.63</td>\n",
       "      <td>-0.64</td>\n",
       "      <td>-0.66</td>\n",
       "      <td>-0.67</td>\n",
       "      <td>-0.68</td>\n",
       "      <td>-0.69</td>\n",
       "      <td>-0.70</td>\n",
       "      <td>-0.72</td>\n",
       "      <td>-0.73</td>\n",
       "      <td>-0.74</td>\n",
       "      <td>-0.75</td>\n",
       "      <td>-0.77</td>\n",
       "      <td>-0.78</td>\n",
       "      <td>-0.79</td>\n",
       "      <td>-0.80</td>\n",
       "      <td>-0.82</td>\n",
       "      <td>-0.83</td>\n",
       "      <td>-0.84</td>\n",
       "      <td>-0.86</td>\n",
       "      <td>-0.87</td>\n",
       "      <td>-0.89</td>\n",
       "      <td>-0.90</td>\n",
       "      <td>-0.91</td>\n",
       "      <td>-0.93</td>\n",
       "      <td>-0.94</td>\n",
       "      <td>-0.96</td>\n",
       "      <td>-0.97</td>\n",
       "      <td>-0.99</td>\n",
       "      <td>-1.00</td>\n",
       "      <td>-1.02</td>\n",
       "      <td>-1.03</td>\n",
       "      <td>-1.05</td>\n",
       "      <td>-1.06</td>\n",
       "      <td>-1.08</td>\n",
       "      <td>-1.09</td>\n",
       "      <td>-1.11</td>\n",
       "      <td>-1.13</td>\n",
       "      <td>-1.14</td>\n",
       "      <td>-1.16</td>\n",
       "      <td>-1.17</td>\n",
       "      <td>-1.19</td>\n",
       "      <td>-1.21</td>\n",
       "      <td>-1.22</td>\n",
       "      <td>-1.24</td>\n",
       "      <td>-1.26</td>\n",
       "      <td>-1.27</td>\n",
       "      <td>-1.29</td>\n",
       "      <td>-1.31</td>\n",
       "      <td>-1.32</td>\n",
       "      <td>-1.34</td>\n",
       "      <td>-1.36</td>\n",
       "      <td>-1.38</td>\n",
       "      <td>-1.39</td>\n",
       "      <td>-1.41</td>\n",
       "      <td>-1.43</td>\n",
       "      <td>-1.45</td>\n",
       "      <td>-1.46</td>\n",
       "      <td>-1.48</td>\n",
       "      <td>-1.50</td>\n",
       "      <td>-1.52</td>\n",
       "      <td>-1.54</td>\n",
       "      <td>-1.56</td>\n",
       "      <td>-1.57</td>\n",
       "      <td>-1.59</td>\n",
       "      <td>-1.61</td>\n",
       "      <td>-1.63</td>\n",
       "      <td>-1.65</td>\n",
       "      <td>-1.67</td>\n",
       "      <td>-1.69</td>\n",
       "      <td>-1.71</td>\n",
       "      <td>-1.72</td>\n",
       "      <td>-1.74</td>\n",
       "      <td>-1.76</td>\n",
       "      <td>-1.78</td>\n",
       "      <td>-1.80</td>\n",
       "      <td>-1.82</td>\n",
       "      <td>-1.84</td>\n",
       "      <td>-1.86</td>\n",
       "      <td>-1.88</td>\n",
       "      <td>-1.90</td>\n",
       "      <td>-1.92</td>\n",
       "      <td>-1.94</td>\n",
       "      <td>-1.96</td>\n",
       "      <td>-1.98</td>\n",
       "      <td>-2.00</td>\n",
       "      <td>-2.02</td>\n",
       "      <td>-2.04</td>\n",
       "      <td>-2.06</td>\n",
       "      <td>-2.08</td>\n",
       "      <td>-2.10</td>\n",
       "      <td>-2.12</td>\n",
       "      <td>-2.14</td>\n",
       "      <td>-2.16</td>\n",
       "      <td>-2.18</td>\n",
       "      <td>-2.20</td>\n",
       "      <td>-2.22</td>\n",
       "      <td>-2.24</td>\n",
       "      <td>-2.26</td>\n",
       "      <td>-2.28</td>\n",
       "      <td>-2.30</td>\n",
       "      <td>-2.32</td>\n",
       "      <td>-2.34</td>\n",
       "      <td>-2.37</td>\n",
       "      <td>-2.39</td>\n",
       "      <td>-2.41</td>\n",
       "      <td>-2.43</td>\n",
       "      <td>-2.45</td>\n",
       "      <td>-2.47</td>\n",
       "      <td>-2.49</td>\n",
       "      <td>-2.51</td>\n",
       "      <td>-2.53</td>\n",
       "      <td>-2.55</td>\n",
       "      <td>-2.57</td>\n",
       "      <td>-2.59</td>\n",
       "      <td>-2.61</td>\n",
       "      <td>-2.64</td>\n",
       "      <td>-2.66</td>\n",
       "      <td>-2.68</td>\n",
       "      <td>-2.70</td>\n",
       "      <td>-2.72</td>\n",
       "      <td>-2.74</td>\n",
       "      <td>-2.76</td>\n",
       "      <td>-2.78</td>\n",
       "      <td>-2.80</td>\n",
       "      <td>-2.82</td>\n",
       "      <td>-2.84</td>\n",
       "      <td>-2.87</td>\n",
       "      <td>-2.89</td>\n",
       "      <td>-2.91</td>\n",
       "      <td>-2.93</td>\n",
       "      <td>-2.95</td>\n",
       "      <td>-2.97</td>\n",
       "      <td>-2.99</td>\n",
       "      <td>-3.01</td>\n",
       "      <td>-3.03</td>\n",
       "      <td>-3.05</td>\n",
       "      <td>-3.07</td>\n",
       "      <td>-3.10</td>\n",
       "      <td>-3.12</td>\n",
       "      <td>-3.14</td>\n",
       "      <td>-3.16</td>\n",
       "      <td>-3.18</td>\n",
       "      <td>-3.20</td>\n",
       "      <td>-3.22</td>\n",
       "      <td>-3.24</td>\n",
       "      <td>-3.26</td>\n",
       "      <td>-3.28</td>\n",
       "      <td>-3.30</td>\n",
       "      <td>-3.32</td>\n",
       "      <td>-3.34</td>\n",
       "      <td>-3.36</td>\n",
       "      <td>-3.38</td>\n",
       "      <td>-3.41</td>\n",
       "      <td>-3.43</td>\n",
       "      <td>-3.45</td>\n",
       "      <td>-3.47</td>\n",
       "      <td>-3.49</td>\n",
       "      <td>-3.51</td>\n",
       "      <td>-3.53</td>\n",
       "      <td>-3.55</td>\n",
       "      <td>-3.57</td>\n",
       "      <td>-3.59</td>\n",
       "      <td>-3.61</td>\n",
       "      <td>-3.63</td>\n",
       "      <td>-3.65</td>\n",
       "      <td>-3.67</td>\n",
       "      <td>-3.69</td>\n",
       "      <td>-3.71</td>\n",
       "      <td>-3.73</td>\n",
       "      <td>-3.75</td>\n",
       "      <td>-3.77</td>\n",
       "      <td>-3.79</td>\n",
       "      <td>-3.81</td>\n",
       "      <td>-3.83</td>\n",
       "      <td>-3.85</td>\n",
       "      <td>-3.87</td>\n",
       "      <td>-3.89</td>\n",
       "      <td>-3.91</td>\n",
       "      <td>-3.93</td>\n",
       "      <td>-3.95</td>\n",
       "      <td>-3.97</td>\n",
       "      <td>-3.99</td>\n",
       "      <td>-4.01</td>\n",
       "      <td>-4.03</td>\n",
       "      <td>-4.05</td>\n",
       "      <td>-4.07</td>\n",
       "      <td>-4.09</td>\n",
       "      <td>-4.11</td>\n",
       "      <td>-4.13</td>\n",
       "      <td>-4.15</td>\n",
       "      <td>-4.17</td>\n",
       "      <td>-4.19</td>\n",
       "      <td>-4.20</td>\n",
       "      <td>-4.22</td>\n",
       "      <td>-4.24</td>\n",
       "      <td>-4.26</td>\n",
       "      <td>-4.28</td>\n",
       "      <td>-4.30</td>\n",
       "      <td>-4.32</td>\n",
       "      <td>-4.34</td>\n",
       "      <td>-4.36</td>\n",
       "      <td>-4.38</td>\n",
       "      <td>-4.40</td>\n",
       "      <td>-4.42</td>\n",
       "      <td>-4.43</td>\n",
       "      <td>-4.45</td>\n",
       "      <td>-4.47</td>\n",
       "      <td>-4.49</td>\n",
       "      <td>-4.51</td>\n",
       "      <td>-4.53</td>\n",
       "      <td>-4.55</td>\n",
       "      <td>-4.57</td>\n",
       "      <td>-4.59</td>\n",
       "      <td>-4.60</td>\n",
       "      <td>-4.62</td>\n",
       "      <td>-4.64</td>\n",
       "      <td>-4.66</td>\n",
       "      <td>-4.68</td>\n",
       "      <td>-4.70</td>\n",
       "      <td>-4.72</td>\n",
       "      <td>-4.73</td>\n",
       "      <td>-4.75</td>\n",
       "      <td>-4.77</td>\n",
       "      <td>-4.79</td>\n",
       "      <td>-4.81</td>\n",
       "      <td>-4.83</td>\n",
       "      <td>-4.84</td>\n",
       "      <td>-4.86</td>\n",
       "      <td>-4.88</td>\n",
       "      <td>-4.90</td>\n",
       "      <td>-4.92</td>\n",
       "      <td>-4.93</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Elasticity_Promotion_0</th>\n",
       "      <td>-0.20</td>\n",
       "      <td>-0.20</td>\n",
       "      <td>-0.21</td>\n",
       "      <td>-0.21</td>\n",
       "      <td>-0.22</td>\n",
       "      <td>-0.23</td>\n",
       "      <td>-0.23</td>\n",
       "      <td>-0.24</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>-0.26</td>\n",
       "      <td>-0.27</td>\n",
       "      <td>-0.28</td>\n",
       "      <td>-0.28</td>\n",
       "      <td>-0.29</td>\n",
       "      <td>-0.30</td>\n",
       "      <td>-0.31</td>\n",
       "      <td>-0.31</td>\n",
       "      <td>-0.32</td>\n",
       "      <td>-0.33</td>\n",
       "      <td>-0.34</td>\n",
       "      <td>-0.35</td>\n",
       "      <td>-0.36</td>\n",
       "      <td>-0.36</td>\n",
       "      <td>-0.37</td>\n",
       "      <td>-0.38</td>\n",
       "      <td>-0.39</td>\n",
       "      <td>-0.40</td>\n",
       "      <td>-0.41</td>\n",
       "      <td>-0.42</td>\n",
       "      <td>-0.43</td>\n",
       "      <td>-0.44</td>\n",
       "      <td>-0.45</td>\n",
       "      <td>-0.46</td>\n",
       "      <td>-0.47</td>\n",
       "      <td>-0.48</td>\n",
       "      <td>-0.49</td>\n",
       "      <td>-0.50</td>\n",
       "      <td>-0.51</td>\n",
       "      <td>-0.52</td>\n",
       "      <td>-0.53</td>\n",
       "      <td>-0.54</td>\n",
       "      <td>-0.55</td>\n",
       "      <td>-0.56</td>\n",
       "      <td>-0.57</td>\n",
       "      <td>-0.58</td>\n",
       "      <td>-0.59</td>\n",
       "      <td>-0.60</td>\n",
       "      <td>-0.62</td>\n",
       "      <td>-0.63</td>\n",
       "      <td>-0.64</td>\n",
       "      <td>-0.65</td>\n",
       "      <td>-0.66</td>\n",
       "      <td>-0.68</td>\n",
       "      <td>-0.69</td>\n",
       "      <td>-0.70</td>\n",
       "      <td>-0.71</td>\n",
       "      <td>-0.73</td>\n",
       "      <td>-0.74</td>\n",
       "      <td>-0.75</td>\n",
       "      <td>-0.76</td>\n",
       "      <td>-0.78</td>\n",
       "      <td>-0.79</td>\n",
       "      <td>-0.80</td>\n",
       "      <td>-0.82</td>\n",
       "      <td>-0.83</td>\n",
       "      <td>-0.84</td>\n",
       "      <td>-0.86</td>\n",
       "      <td>-0.87</td>\n",
       "      <td>-0.89</td>\n",
       "      <td>-0.90</td>\n",
       "      <td>-0.92</td>\n",
       "      <td>-0.93</td>\n",
       "      <td>-0.94</td>\n",
       "      <td>-0.96</td>\n",
       "      <td>-0.97</td>\n",
       "      <td>-0.99</td>\n",
       "      <td>-1.00</td>\n",
       "      <td>-1.02</td>\n",
       "      <td>-1.03</td>\n",
       "      <td>-1.05</td>\n",
       "      <td>-1.06</td>\n",
       "      <td>-1.08</td>\n",
       "      <td>-1.09</td>\n",
       "      <td>-1.11</td>\n",
       "      <td>-1.13</td>\n",
       "      <td>-1.14</td>\n",
       "      <td>-1.16</td>\n",
       "      <td>-1.17</td>\n",
       "      <td>-1.19</td>\n",
       "      <td>-1.21</td>\n",
       "      <td>-1.22</td>\n",
       "      <td>-1.24</td>\n",
       "      <td>-1.26</td>\n",
       "      <td>-1.27</td>\n",
       "      <td>-1.29</td>\n",
       "      <td>-1.30</td>\n",
       "      <td>-1.32</td>\n",
       "      <td>-1.34</td>\n",
       "      <td>-1.36</td>\n",
       "      <td>-1.37</td>\n",
       "      <td>-1.39</td>\n",
       "      <td>-1.41</td>\n",
       "      <td>-1.42</td>\n",
       "      <td>-1.44</td>\n",
       "      <td>-1.46</td>\n",
       "      <td>-1.48</td>\n",
       "      <td>-1.49</td>\n",
       "      <td>-1.51</td>\n",
       "      <td>-1.53</td>\n",
       "      <td>-1.55</td>\n",
       "      <td>-1.57</td>\n",
       "      <td>-1.58</td>\n",
       "      <td>-1.60</td>\n",
       "      <td>-1.62</td>\n",
       "      <td>-1.64</td>\n",
       "      <td>-1.66</td>\n",
       "      <td>-1.67</td>\n",
       "      <td>-1.69</td>\n",
       "      <td>-1.71</td>\n",
       "      <td>-1.73</td>\n",
       "      <td>-1.75</td>\n",
       "      <td>-1.77</td>\n",
       "      <td>-1.78</td>\n",
       "      <td>-1.80</td>\n",
       "      <td>-1.82</td>\n",
       "      <td>-1.84</td>\n",
       "      <td>-1.86</td>\n",
       "      <td>-1.88</td>\n",
       "      <td>-1.90</td>\n",
       "      <td>-1.92</td>\n",
       "      <td>-1.93</td>\n",
       "      <td>-1.95</td>\n",
       "      <td>-1.97</td>\n",
       "      <td>-1.99</td>\n",
       "      <td>-2.01</td>\n",
       "      <td>-2.03</td>\n",
       "      <td>-2.05</td>\n",
       "      <td>-2.07</td>\n",
       "      <td>-2.09</td>\n",
       "      <td>-2.11</td>\n",
       "      <td>-2.13</td>\n",
       "      <td>-2.14</td>\n",
       "      <td>-2.16</td>\n",
       "      <td>-2.18</td>\n",
       "      <td>-2.20</td>\n",
       "      <td>-2.22</td>\n",
       "      <td>-2.24</td>\n",
       "      <td>-2.26</td>\n",
       "      <td>-2.28</td>\n",
       "      <td>-2.30</td>\n",
       "      <td>-2.32</td>\n",
       "      <td>-2.34</td>\n",
       "      <td>-2.36</td>\n",
       "      <td>-2.38</td>\n",
       "      <td>-2.40</td>\n",
       "      <td>-2.42</td>\n",
       "      <td>-2.44</td>\n",
       "      <td>-2.45</td>\n",
       "      <td>-2.47</td>\n",
       "      <td>-2.49</td>\n",
       "      <td>-2.51</td>\n",
       "      <td>-2.53</td>\n",
       "      <td>-2.55</td>\n",
       "      <td>-2.57</td>\n",
       "      <td>-2.59</td>\n",
       "      <td>-2.61</td>\n",
       "      <td>-2.63</td>\n",
       "      <td>-2.65</td>\n",
       "      <td>-2.67</td>\n",
       "      <td>-2.69</td>\n",
       "      <td>-2.71</td>\n",
       "      <td>-2.73</td>\n",
       "      <td>-2.75</td>\n",
       "      <td>-2.77</td>\n",
       "      <td>-2.79</td>\n",
       "      <td>-2.81</td>\n",
       "      <td>-2.83</td>\n",
       "      <td>-2.85</td>\n",
       "      <td>-2.86</td>\n",
       "      <td>-2.88</td>\n",
       "      <td>-2.90</td>\n",
       "      <td>-2.92</td>\n",
       "      <td>-2.94</td>\n",
       "      <td>-2.96</td>\n",
       "      <td>-2.98</td>\n",
       "      <td>-3.00</td>\n",
       "      <td>-3.02</td>\n",
       "      <td>-3.04</td>\n",
       "      <td>-3.06</td>\n",
       "      <td>-3.08</td>\n",
       "      <td>-3.10</td>\n",
       "      <td>-3.12</td>\n",
       "      <td>-3.14</td>\n",
       "      <td>-3.16</td>\n",
       "      <td>-3.17</td>\n",
       "      <td>-3.19</td>\n",
       "      <td>-3.21</td>\n",
       "      <td>-3.23</td>\n",
       "      <td>-3.25</td>\n",
       "      <td>-3.27</td>\n",
       "      <td>-3.29</td>\n",
       "      <td>-3.31</td>\n",
       "      <td>-3.33</td>\n",
       "      <td>-3.35</td>\n",
       "      <td>-3.37</td>\n",
       "      <td>-3.39</td>\n",
       "      <td>-3.40</td>\n",
       "      <td>-3.42</td>\n",
       "      <td>-3.44</td>\n",
       "      <td>-3.46</td>\n",
       "      <td>-3.48</td>\n",
       "      <td>-3.50</td>\n",
       "      <td>-3.52</td>\n",
       "      <td>-3.54</td>\n",
       "      <td>-3.56</td>\n",
       "      <td>-3.57</td>\n",
       "      <td>-3.59</td>\n",
       "      <td>-3.61</td>\n",
       "      <td>-3.63</td>\n",
       "      <td>-3.65</td>\n",
       "      <td>-3.67</td>\n",
       "      <td>-3.69</td>\n",
       "      <td>-3.71</td>\n",
       "      <td>-3.72</td>\n",
       "      <td>-3.74</td>\n",
       "      <td>-3.76</td>\n",
       "      <td>-3.78</td>\n",
       "      <td>-3.80</td>\n",
       "      <td>-3.82</td>\n",
       "      <td>-3.84</td>\n",
       "      <td>-3.85</td>\n",
       "      <td>-3.87</td>\n",
       "      <td>-3.89</td>\n",
       "      <td>-3.91</td>\n",
       "      <td>-3.93</td>\n",
       "      <td>-3.95</td>\n",
       "      <td>-3.96</td>\n",
       "      <td>-3.98</td>\n",
       "      <td>-4.00</td>\n",
       "      <td>-4.02</td>\n",
       "      <td>-4.04</td>\n",
       "      <td>-4.06</td>\n",
       "      <td>-4.07</td>\n",
       "      <td>-4.09</td>\n",
       "      <td>-4.11</td>\n",
       "      <td>-4.13</td>\n",
       "      <td>-4.15</td>\n",
       "      <td>-4.16</td>\n",
       "      <td>-4.18</td>\n",
       "      <td>-4.20</td>\n",
       "      <td>-4.22</td>\n",
       "      <td>-4.24</td>\n",
       "      <td>-4.25</td>\n",
       "      <td>-4.27</td>\n",
       "      <td>-4.29</td>\n",
       "      <td>-4.31</td>\n",
       "      <td>-4.32</td>\n",
       "      <td>-4.34</td>\n",
       "      <td>-4.36</td>\n",
       "      <td>-4.38</td>\n",
       "      <td>-4.40</td>\n",
       "      <td>-4.41</td>\n",
       "      <td>-4.43</td>\n",
       "      <td>-4.45</td>\n",
       "      <td>-4.47</td>\n",
       "      <td>-4.48</td>\n",
       "      <td>-4.50</td>\n",
       "      <td>-4.52</td>\n",
       "      <td>-4.54</td>\n",
       "      <td>-4.55</td>\n",
       "      <td>-4.57</td>\n",
       "      <td>-4.59</td>\n",
       "      <td>-4.61</td>\n",
       "      <td>-4.62</td>\n",
       "      <td>-4.64</td>\n",
       "      <td>-4.66</td>\n",
       "      <td>-4.68</td>\n",
       "      <td>-4.69</td>\n",
       "      <td>-4.71</td>\n",
       "      <td>-4.73</td>\n",
       "      <td>-4.74</td>\n",
       "      <td>-4.76</td>\n",
       "      <td>-4.78</td>\n",
       "      <td>-4.80</td>\n",
       "      <td>-4.81</td>\n",
       "      <td>-4.83</td>\n",
       "      <td>-4.85</td>\n",
       "      <td>-4.86</td>\n",
       "      <td>-4.88</td>\n",
       "      <td>-4.90</td>\n",
       "      <td>-4.92</td>\n",
       "      <td>-4.93</td>\n",
       "      <td>-4.95</td>\n",
       "      <td>-4.97</td>\n",
       "      <td>-4.98</td>\n",
       "      <td>-5.00</td>\n",
       "      <td>-5.02</td>\n",
       "      <td>-5.03</td>\n",
       "      <td>-5.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brand5_own_Avg</th>\n",
       "      <td>-0.05</td>\n",
       "      <td>-0.05</td>\n",
       "      <td>-0.05</td>\n",
       "      <td>-0.05</td>\n",
       "      <td>-0.06</td>\n",
       "      <td>-0.06</td>\n",
       "      <td>-0.06</td>\n",
       "      <td>-0.06</td>\n",
       "      <td>-0.06</td>\n",
       "      <td>-0.06</td>\n",
       "      <td>-0.07</td>\n",
       "      <td>-0.07</td>\n",
       "      <td>-0.07</td>\n",
       "      <td>-0.07</td>\n",
       "      <td>-0.07</td>\n",
       "      <td>-0.08</td>\n",
       "      <td>-0.08</td>\n",
       "      <td>-0.08</td>\n",
       "      <td>-0.08</td>\n",
       "      <td>-0.08</td>\n",
       "      <td>-0.09</td>\n",
       "      <td>-0.09</td>\n",
       "      <td>-0.09</td>\n",
       "      <td>-0.09</td>\n",
       "      <td>-0.10</td>\n",
       "      <td>-0.10</td>\n",
       "      <td>-0.10</td>\n",
       "      <td>-0.10</td>\n",
       "      <td>-0.11</td>\n",
       "      <td>-0.11</td>\n",
       "      <td>-0.11</td>\n",
       "      <td>-0.11</td>\n",
       "      <td>-0.12</td>\n",
       "      <td>-0.12</td>\n",
       "      <td>-0.12</td>\n",
       "      <td>-0.12</td>\n",
       "      <td>-0.13</td>\n",
       "      <td>-0.13</td>\n",
       "      <td>-0.13</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>-0.15</td>\n",
       "      <td>-0.15</td>\n",
       "      <td>-0.15</td>\n",
       "      <td>-0.16</td>\n",
       "      <td>-0.16</td>\n",
       "      <td>-0.16</td>\n",
       "      <td>-0.17</td>\n",
       "      <td>-0.17</td>\n",
       "      <td>-0.17</td>\n",
       "      <td>-0.18</td>\n",
       "      <td>-0.18</td>\n",
       "      <td>-0.18</td>\n",
       "      <td>-0.19</td>\n",
       "      <td>-0.19</td>\n",
       "      <td>-0.20</td>\n",
       "      <td>-0.20</td>\n",
       "      <td>-0.20</td>\n",
       "      <td>-0.21</td>\n",
       "      <td>-0.21</td>\n",
       "      <td>-0.22</td>\n",
       "      <td>-0.22</td>\n",
       "      <td>-0.22</td>\n",
       "      <td>-0.23</td>\n",
       "      <td>-0.23</td>\n",
       "      <td>-0.24</td>\n",
       "      <td>-0.24</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>-0.26</td>\n",
       "      <td>-0.26</td>\n",
       "      <td>-0.27</td>\n",
       "      <td>-0.27</td>\n",
       "      <td>-0.28</td>\n",
       "      <td>-0.28</td>\n",
       "      <td>-0.29</td>\n",
       "      <td>-0.29</td>\n",
       "      <td>-0.30</td>\n",
       "      <td>-0.30</td>\n",
       "      <td>-0.31</td>\n",
       "      <td>-0.32</td>\n",
       "      <td>-0.32</td>\n",
       "      <td>-0.33</td>\n",
       "      <td>-0.33</td>\n",
       "      <td>-0.34</td>\n",
       "      <td>-0.35</td>\n",
       "      <td>-0.35</td>\n",
       "      <td>-0.36</td>\n",
       "      <td>-0.36</td>\n",
       "      <td>-0.37</td>\n",
       "      <td>-0.38</td>\n",
       "      <td>-0.38</td>\n",
       "      <td>-0.39</td>\n",
       "      <td>-0.40</td>\n",
       "      <td>-0.40</td>\n",
       "      <td>-0.41</td>\n",
       "      <td>-0.42</td>\n",
       "      <td>-0.43</td>\n",
       "      <td>-0.43</td>\n",
       "      <td>-0.44</td>\n",
       "      <td>-0.45</td>\n",
       "      <td>-0.45</td>\n",
       "      <td>-0.46</td>\n",
       "      <td>-0.47</td>\n",
       "      <td>-0.48</td>\n",
       "      <td>-0.48</td>\n",
       "      <td>-0.49</td>\n",
       "      <td>-0.50</td>\n",
       "      <td>-0.51</td>\n",
       "      <td>-0.52</td>\n",
       "      <td>-0.53</td>\n",
       "      <td>-0.53</td>\n",
       "      <td>-0.54</td>\n",
       "      <td>-0.55</td>\n",
       "      <td>-0.56</td>\n",
       "      <td>-0.57</td>\n",
       "      <td>-0.58</td>\n",
       "      <td>-0.59</td>\n",
       "      <td>-0.59</td>\n",
       "      <td>-0.60</td>\n",
       "      <td>-0.61</td>\n",
       "      <td>-0.62</td>\n",
       "      <td>-0.63</td>\n",
       "      <td>-0.64</td>\n",
       "      <td>-0.65</td>\n",
       "      <td>-0.66</td>\n",
       "      <td>-0.67</td>\n",
       "      <td>-0.68</td>\n",
       "      <td>-0.69</td>\n",
       "      <td>-0.70</td>\n",
       "      <td>-0.71</td>\n",
       "      <td>-0.72</td>\n",
       "      <td>-0.73</td>\n",
       "      <td>-0.74</td>\n",
       "      <td>-0.75</td>\n",
       "      <td>-0.76</td>\n",
       "      <td>-0.77</td>\n",
       "      <td>-0.78</td>\n",
       "      <td>-0.80</td>\n",
       "      <td>-0.81</td>\n",
       "      <td>-0.82</td>\n",
       "      <td>-0.83</td>\n",
       "      <td>-0.84</td>\n",
       "      <td>-0.85</td>\n",
       "      <td>-0.86</td>\n",
       "      <td>-0.88</td>\n",
       "      <td>-0.89</td>\n",
       "      <td>-0.90</td>\n",
       "      <td>-0.91</td>\n",
       "      <td>-0.92</td>\n",
       "      <td>-0.93</td>\n",
       "      <td>-0.95</td>\n",
       "      <td>-0.96</td>\n",
       "      <td>-0.97</td>\n",
       "      <td>-0.98</td>\n",
       "      <td>-1.00</td>\n",
       "      <td>-1.01</td>\n",
       "      <td>-1.02</td>\n",
       "      <td>-1.04</td>\n",
       "      <td>-1.05</td>\n",
       "      <td>-1.06</td>\n",
       "      <td>-1.07</td>\n",
       "      <td>-1.09</td>\n",
       "      <td>-1.10</td>\n",
       "      <td>-1.11</td>\n",
       "      <td>-1.13</td>\n",
       "      <td>-1.14</td>\n",
       "      <td>-1.16</td>\n",
       "      <td>-1.17</td>\n",
       "      <td>-1.18</td>\n",
       "      <td>-1.20</td>\n",
       "      <td>-1.21</td>\n",
       "      <td>-1.22</td>\n",
       "      <td>-1.24</td>\n",
       "      <td>-1.25</td>\n",
       "      <td>-1.27</td>\n",
       "      <td>-1.28</td>\n",
       "      <td>-1.30</td>\n",
       "      <td>-1.31</td>\n",
       "      <td>-1.33</td>\n",
       "      <td>-1.34</td>\n",
       "      <td>-1.36</td>\n",
       "      <td>-1.37</td>\n",
       "      <td>-1.39</td>\n",
       "      <td>-1.40</td>\n",
       "      <td>-1.42</td>\n",
       "      <td>-1.43</td>\n",
       "      <td>-1.45</td>\n",
       "      <td>-1.46</td>\n",
       "      <td>-1.48</td>\n",
       "      <td>-1.49</td>\n",
       "      <td>-1.51</td>\n",
       "      <td>-1.52</td>\n",
       "      <td>-1.54</td>\n",
       "      <td>-1.55</td>\n",
       "      <td>-1.57</td>\n",
       "      <td>-1.59</td>\n",
       "      <td>-1.60</td>\n",
       "      <td>-1.62</td>\n",
       "      <td>-1.63</td>\n",
       "      <td>-1.65</td>\n",
       "      <td>-1.66</td>\n",
       "      <td>-1.68</td>\n",
       "      <td>-1.70</td>\n",
       "      <td>-1.71</td>\n",
       "      <td>-1.73</td>\n",
       "      <td>-1.75</td>\n",
       "      <td>-1.76</td>\n",
       "      <td>-1.78</td>\n",
       "      <td>-1.79</td>\n",
       "      <td>-1.81</td>\n",
       "      <td>-1.83</td>\n",
       "      <td>-1.84</td>\n",
       "      <td>-1.86</td>\n",
       "      <td>-1.88</td>\n",
       "      <td>-1.89</td>\n",
       "      <td>-1.91</td>\n",
       "      <td>-1.93</td>\n",
       "      <td>-1.94</td>\n",
       "      <td>-1.96</td>\n",
       "      <td>-1.98</td>\n",
       "      <td>-1.99</td>\n",
       "      <td>-2.01</td>\n",
       "      <td>-2.03</td>\n",
       "      <td>-2.05</td>\n",
       "      <td>-2.06</td>\n",
       "      <td>-2.08</td>\n",
       "      <td>-2.10</td>\n",
       "      <td>-2.11</td>\n",
       "      <td>-2.13</td>\n",
       "      <td>-2.15</td>\n",
       "      <td>-2.16</td>\n",
       "      <td>-2.18</td>\n",
       "      <td>-2.20</td>\n",
       "      <td>-2.22</td>\n",
       "      <td>-2.23</td>\n",
       "      <td>-2.25</td>\n",
       "      <td>-2.27</td>\n",
       "      <td>-2.28</td>\n",
       "      <td>-2.30</td>\n",
       "      <td>-2.32</td>\n",
       "      <td>-2.33</td>\n",
       "      <td>-2.35</td>\n",
       "      <td>-2.37</td>\n",
       "      <td>-2.39</td>\n",
       "      <td>-2.40</td>\n",
       "      <td>-2.42</td>\n",
       "      <td>-2.44</td>\n",
       "      <td>-2.45</td>\n",
       "      <td>-2.47</td>\n",
       "      <td>-2.49</td>\n",
       "      <td>-2.51</td>\n",
       "      <td>-2.52</td>\n",
       "      <td>-2.54</td>\n",
       "      <td>-2.56</td>\n",
       "      <td>-2.57</td>\n",
       "      <td>-2.59</td>\n",
       "      <td>-2.61</td>\n",
       "      <td>-2.63</td>\n",
       "      <td>-2.64</td>\n",
       "      <td>-2.66</td>\n",
       "      <td>-2.68</td>\n",
       "      <td>-2.69</td>\n",
       "      <td>-2.71</td>\n",
       "      <td>-2.73</td>\n",
       "      <td>-2.74</td>\n",
       "      <td>-2.76</td>\n",
       "      <td>-2.78</td>\n",
       "      <td>-2.80</td>\n",
       "      <td>-2.81</td>\n",
       "      <td>-2.83</td>\n",
       "      <td>-2.85</td>\n",
       "      <td>-2.86</td>\n",
       "      <td>-2.88</td>\n",
       "      <td>-2.90</td>\n",
       "      <td>-2.91</td>\n",
       "      <td>-2.93</td>\n",
       "      <td>-2.95</td>\n",
       "      <td>-2.96</td>\n",
       "      <td>-2.98</td>\n",
       "      <td>-3.00</td>\n",
       "      <td>-3.01</td>\n",
       "      <td>-3.03</td>\n",
       "      <td>-3.05</td>\n",
       "      <td>-3.06</td>\n",
       "      <td>-3.08</td>\n",
       "      <td>-3.09</td>\n",
       "      <td>-3.11</td>\n",
       "      <td>-3.13</td>\n",
       "      <td>-3.14</td>\n",
       "      <td>-3.16</td>\n",
       "      <td>-3.18</td>\n",
       "      <td>-3.19</td>\n",
       "      <td>-3.21</td>\n",
       "      <td>-3.23</td>\n",
       "      <td>-3.24</td>\n",
       "      <td>-3.26</td>\n",
       "      <td>-3.27</td>\n",
       "      <td>-3.29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brand5_Cross_Brand_4_Avg</th>\n",
       "      <td>0.33</td>\n",
       "      <td>0.34</td>\n",
       "      <td>0.34</td>\n",
       "      <td>0.35</td>\n",
       "      <td>0.35</td>\n",
       "      <td>0.36</td>\n",
       "      <td>0.36</td>\n",
       "      <td>0.37</td>\n",
       "      <td>0.37</td>\n",
       "      <td>0.38</td>\n",
       "      <td>0.38</td>\n",
       "      <td>0.39</td>\n",
       "      <td>0.39</td>\n",
       "      <td>0.40</td>\n",
       "      <td>0.40</td>\n",
       "      <td>0.40</td>\n",
       "      <td>0.41</td>\n",
       "      <td>0.41</td>\n",
       "      <td>0.42</td>\n",
       "      <td>0.42</td>\n",
       "      <td>0.43</td>\n",
       "      <td>0.43</td>\n",
       "      <td>0.43</td>\n",
       "      <td>0.44</td>\n",
       "      <td>0.44</td>\n",
       "      <td>0.45</td>\n",
       "      <td>0.45</td>\n",
       "      <td>0.45</td>\n",
       "      <td>0.46</td>\n",
       "      <td>0.46</td>\n",
       "      <td>0.46</td>\n",
       "      <td>0.47</td>\n",
       "      <td>0.47</td>\n",
       "      <td>0.47</td>\n",
       "      <td>0.48</td>\n",
       "      <td>0.48</td>\n",
       "      <td>0.48</td>\n",
       "      <td>0.49</td>\n",
       "      <td>0.49</td>\n",
       "      <td>0.49</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.51</td>\n",
       "      <td>0.51</td>\n",
       "      <td>0.51</td>\n",
       "      <td>0.51</td>\n",
       "      <td>0.52</td>\n",
       "      <td>0.52</td>\n",
       "      <td>0.52</td>\n",
       "      <td>0.52</td>\n",
       "      <td>0.53</td>\n",
       "      <td>0.53</td>\n",
       "      <td>0.53</td>\n",
       "      <td>0.53</td>\n",
       "      <td>0.53</td>\n",
       "      <td>0.54</td>\n",
       "      <td>0.54</td>\n",
       "      <td>0.54</td>\n",
       "      <td>0.54</td>\n",
       "      <td>0.54</td>\n",
       "      <td>0.55</td>\n",
       "      <td>0.55</td>\n",
       "      <td>0.55</td>\n",
       "      <td>0.55</td>\n",
       "      <td>0.55</td>\n",
       "      <td>0.55</td>\n",
       "      <td>0.56</td>\n",
       "      <td>0.56</td>\n",
       "      <td>0.56</td>\n",
       "      <td>0.56</td>\n",
       "      <td>0.56</td>\n",
       "      <td>0.56</td>\n",
       "      <td>0.56</td>\n",
       "      <td>0.56</td>\n",
       "      <td>0.56</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.56</td>\n",
       "      <td>0.56</td>\n",
       "      <td>0.56</td>\n",
       "      <td>0.56</td>\n",
       "      <td>0.56</td>\n",
       "      <td>0.56</td>\n",
       "      <td>0.56</td>\n",
       "      <td>0.56</td>\n",
       "      <td>0.56</td>\n",
       "      <td>0.55</td>\n",
       "      <td>0.55</td>\n",
       "      <td>0.55</td>\n",
       "      <td>0.55</td>\n",
       "      <td>0.55</td>\n",
       "      <td>0.55</td>\n",
       "      <td>0.55</td>\n",
       "      <td>0.55</td>\n",
       "      <td>0.54</td>\n",
       "      <td>0.54</td>\n",
       "      <td>0.54</td>\n",
       "      <td>0.54</td>\n",
       "      <td>0.54</td>\n",
       "      <td>0.54</td>\n",
       "      <td>0.53</td>\n",
       "      <td>0.53</td>\n",
       "      <td>0.53</td>\n",
       "      <td>0.53</td>\n",
       "      <td>0.53</td>\n",
       "      <td>0.53</td>\n",
       "      <td>0.52</td>\n",
       "      <td>0.52</td>\n",
       "      <td>0.52</td>\n",
       "      <td>0.52</td>\n",
       "      <td>0.52</td>\n",
       "      <td>0.51</td>\n",
       "      <td>0.51</td>\n",
       "      <td>0.51</td>\n",
       "      <td>0.51</td>\n",
       "      <td>0.51</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.49</td>\n",
       "      <td>0.49</td>\n",
       "      <td>0.49</td>\n",
       "      <td>0.49</td>\n",
       "      <td>0.48</td>\n",
       "      <td>0.48</td>\n",
       "      <td>0.48</td>\n",
       "      <td>0.48</td>\n",
       "      <td>0.48</td>\n",
       "      <td>0.47</td>\n",
       "      <td>0.47</td>\n",
       "      <td>0.47</td>\n",
       "      <td>0.47</td>\n",
       "      <td>0.46</td>\n",
       "      <td>0.46</td>\n",
       "      <td>0.46</td>\n",
       "      <td>0.46</td>\n",
       "      <td>0.45</td>\n",
       "      <td>0.45</td>\n",
       "      <td>0.45</td>\n",
       "      <td>0.45</td>\n",
       "      <td>0.44</td>\n",
       "      <td>0.44</td>\n",
       "      <td>0.44</td>\n",
       "      <td>0.44</td>\n",
       "      <td>0.43</td>\n",
       "      <td>0.43</td>\n",
       "      <td>0.43</td>\n",
       "      <td>0.43</td>\n",
       "      <td>0.42</td>\n",
       "      <td>0.42</td>\n",
       "      <td>0.42</td>\n",
       "      <td>0.42</td>\n",
       "      <td>0.41</td>\n",
       "      <td>0.41</td>\n",
       "      <td>0.41</td>\n",
       "      <td>0.41</td>\n",
       "      <td>0.40</td>\n",
       "      <td>0.40</td>\n",
       "      <td>0.40</td>\n",
       "      <td>0.39</td>\n",
       "      <td>0.39</td>\n",
       "      <td>0.39</td>\n",
       "      <td>0.39</td>\n",
       "      <td>0.38</td>\n",
       "      <td>0.38</td>\n",
       "      <td>0.38</td>\n",
       "      <td>0.38</td>\n",
       "      <td>0.37</td>\n",
       "      <td>0.37</td>\n",
       "      <td>0.37</td>\n",
       "      <td>0.37</td>\n",
       "      <td>0.36</td>\n",
       "      <td>0.36</td>\n",
       "      <td>0.36</td>\n",
       "      <td>0.35</td>\n",
       "      <td>0.35</td>\n",
       "      <td>0.35</td>\n",
       "      <td>0.35</td>\n",
       "      <td>0.34</td>\n",
       "      <td>0.34</td>\n",
       "      <td>0.34</td>\n",
       "      <td>0.34</td>\n",
       "      <td>0.33</td>\n",
       "      <td>0.33</td>\n",
       "      <td>0.33</td>\n",
       "      <td>0.33</td>\n",
       "      <td>0.32</td>\n",
       "      <td>0.32</td>\n",
       "      <td>0.32</td>\n",
       "      <td>0.31</td>\n",
       "      <td>0.31</td>\n",
       "      <td>0.31</td>\n",
       "      <td>0.31</td>\n",
       "      <td>0.30</td>\n",
       "      <td>0.30</td>\n",
       "      <td>0.30</td>\n",
       "      <td>0.30</td>\n",
       "      <td>0.29</td>\n",
       "      <td>0.29</td>\n",
       "      <td>0.29</td>\n",
       "      <td>0.29</td>\n",
       "      <td>0.28</td>\n",
       "      <td>0.28</td>\n",
       "      <td>0.28</td>\n",
       "      <td>0.28</td>\n",
       "      <td>0.27</td>\n",
       "      <td>0.27</td>\n",
       "      <td>0.27</td>\n",
       "      <td>0.27</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brand5_own_PE_WellOff</th>\n",
       "      <td>-0.30</td>\n",
       "      <td>-0.30</td>\n",
       "      <td>-0.31</td>\n",
       "      <td>-0.32</td>\n",
       "      <td>-0.32</td>\n",
       "      <td>-0.33</td>\n",
       "      <td>-0.33</td>\n",
       "      <td>-0.34</td>\n",
       "      <td>-0.35</td>\n",
       "      <td>-0.35</td>\n",
       "      <td>-0.36</td>\n",
       "      <td>-0.36</td>\n",
       "      <td>-0.37</td>\n",
       "      <td>-0.38</td>\n",
       "      <td>-0.38</td>\n",
       "      <td>-0.39</td>\n",
       "      <td>-0.40</td>\n",
       "      <td>-0.40</td>\n",
       "      <td>-0.41</td>\n",
       "      <td>-0.41</td>\n",
       "      <td>-0.42</td>\n",
       "      <td>-0.43</td>\n",
       "      <td>-0.43</td>\n",
       "      <td>-0.44</td>\n",
       "      <td>-0.45</td>\n",
       "      <td>-0.45</td>\n",
       "      <td>-0.46</td>\n",
       "      <td>-0.47</td>\n",
       "      <td>-0.47</td>\n",
       "      <td>-0.48</td>\n",
       "      <td>-0.49</td>\n",
       "      <td>-0.49</td>\n",
       "      <td>-0.50</td>\n",
       "      <td>-0.50</td>\n",
       "      <td>-0.51</td>\n",
       "      <td>-0.52</td>\n",
       "      <td>-0.52</td>\n",
       "      <td>-0.53</td>\n",
       "      <td>-0.54</td>\n",
       "      <td>-0.54</td>\n",
       "      <td>-0.55</td>\n",
       "      <td>-0.56</td>\n",
       "      <td>-0.56</td>\n",
       "      <td>-0.57</td>\n",
       "      <td>-0.58</td>\n",
       "      <td>-0.59</td>\n",
       "      <td>-0.59</td>\n",
       "      <td>-0.60</td>\n",
       "      <td>-0.61</td>\n",
       "      <td>-0.61</td>\n",
       "      <td>-0.62</td>\n",
       "      <td>-0.63</td>\n",
       "      <td>-0.63</td>\n",
       "      <td>-0.64</td>\n",
       "      <td>-0.65</td>\n",
       "      <td>-0.66</td>\n",
       "      <td>-0.66</td>\n",
       "      <td>-0.67</td>\n",
       "      <td>-0.68</td>\n",
       "      <td>-0.68</td>\n",
       "      <td>-0.69</td>\n",
       "      <td>-0.70</td>\n",
       "      <td>-0.71</td>\n",
       "      <td>-0.71</td>\n",
       "      <td>-0.72</td>\n",
       "      <td>-0.73</td>\n",
       "      <td>-0.74</td>\n",
       "      <td>-0.74</td>\n",
       "      <td>-0.75</td>\n",
       "      <td>-0.76</td>\n",
       "      <td>-0.77</td>\n",
       "      <td>-0.77</td>\n",
       "      <td>-0.78</td>\n",
       "      <td>-0.79</td>\n",
       "      <td>-0.80</td>\n",
       "      <td>-0.80</td>\n",
       "      <td>-0.81</td>\n",
       "      <td>-0.82</td>\n",
       "      <td>-0.83</td>\n",
       "      <td>-0.84</td>\n",
       "      <td>-0.84</td>\n",
       "      <td>-0.85</td>\n",
       "      <td>-0.86</td>\n",
       "      <td>-0.87</td>\n",
       "      <td>-0.88</td>\n",
       "      <td>-0.88</td>\n",
       "      <td>-0.89</td>\n",
       "      <td>-0.90</td>\n",
       "      <td>-0.91</td>\n",
       "      <td>-0.92</td>\n",
       "      <td>-0.93</td>\n",
       "      <td>-0.93</td>\n",
       "      <td>-0.94</td>\n",
       "      <td>-0.95</td>\n",
       "      <td>-0.96</td>\n",
       "      <td>-0.97</td>\n",
       "      <td>-0.98</td>\n",
       "      <td>-0.99</td>\n",
       "      <td>-0.99</td>\n",
       "      <td>-1.00</td>\n",
       "      <td>-1.01</td>\n",
       "      <td>-1.02</td>\n",
       "      <td>-1.03</td>\n",
       "      <td>-1.04</td>\n",
       "      <td>-1.05</td>\n",
       "      <td>-1.06</td>\n",
       "      <td>-1.06</td>\n",
       "      <td>-1.07</td>\n",
       "      <td>-1.08</td>\n",
       "      <td>-1.09</td>\n",
       "      <td>-1.10</td>\n",
       "      <td>-1.11</td>\n",
       "      <td>-1.12</td>\n",
       "      <td>-1.13</td>\n",
       "      <td>-1.14</td>\n",
       "      <td>-1.15</td>\n",
       "      <td>-1.16</td>\n",
       "      <td>-1.17</td>\n",
       "      <td>-1.18</td>\n",
       "      <td>-1.19</td>\n",
       "      <td>-1.20</td>\n",
       "      <td>-1.20</td>\n",
       "      <td>-1.21</td>\n",
       "      <td>-1.22</td>\n",
       "      <td>-1.23</td>\n",
       "      <td>-1.24</td>\n",
       "      <td>-1.25</td>\n",
       "      <td>-1.26</td>\n",
       "      <td>-1.27</td>\n",
       "      <td>-1.28</td>\n",
       "      <td>-1.29</td>\n",
       "      <td>-1.30</td>\n",
       "      <td>-1.31</td>\n",
       "      <td>-1.32</td>\n",
       "      <td>-1.33</td>\n",
       "      <td>-1.34</td>\n",
       "      <td>-1.35</td>\n",
       "      <td>-1.36</td>\n",
       "      <td>-1.37</td>\n",
       "      <td>-1.38</td>\n",
       "      <td>-1.40</td>\n",
       "      <td>-1.41</td>\n",
       "      <td>-1.42</td>\n",
       "      <td>-1.43</td>\n",
       "      <td>-1.44</td>\n",
       "      <td>-1.45</td>\n",
       "      <td>-1.46</td>\n",
       "      <td>-1.47</td>\n",
       "      <td>-1.48</td>\n",
       "      <td>-1.49</td>\n",
       "      <td>-1.50</td>\n",
       "      <td>-1.51</td>\n",
       "      <td>-1.52</td>\n",
       "      <td>-1.53</td>\n",
       "      <td>-1.54</td>\n",
       "      <td>-1.56</td>\n",
       "      <td>-1.57</td>\n",
       "      <td>-1.58</td>\n",
       "      <td>-1.59</td>\n",
       "      <td>-1.60</td>\n",
       "      <td>-1.61</td>\n",
       "      <td>-1.62</td>\n",
       "      <td>-1.63</td>\n",
       "      <td>-1.64</td>\n",
       "      <td>-1.66</td>\n",
       "      <td>-1.67</td>\n",
       "      <td>-1.68</td>\n",
       "      <td>-1.69</td>\n",
       "      <td>-1.70</td>\n",
       "      <td>-1.71</td>\n",
       "      <td>-1.72</td>\n",
       "      <td>-1.74</td>\n",
       "      <td>-1.75</td>\n",
       "      <td>-1.76</td>\n",
       "      <td>-1.77</td>\n",
       "      <td>-1.78</td>\n",
       "      <td>-1.79</td>\n",
       "      <td>-1.81</td>\n",
       "      <td>-1.82</td>\n",
       "      <td>-1.83</td>\n",
       "      <td>-1.84</td>\n",
       "      <td>-1.85</td>\n",
       "      <td>-1.87</td>\n",
       "      <td>-1.88</td>\n",
       "      <td>-1.89</td>\n",
       "      <td>-1.90</td>\n",
       "      <td>-1.91</td>\n",
       "      <td>-1.92</td>\n",
       "      <td>-1.94</td>\n",
       "      <td>-1.95</td>\n",
       "      <td>-1.96</td>\n",
       "      <td>-1.97</td>\n",
       "      <td>-1.99</td>\n",
       "      <td>-2.00</td>\n",
       "      <td>-2.01</td>\n",
       "      <td>-2.02</td>\n",
       "      <td>-2.03</td>\n",
       "      <td>-2.05</td>\n",
       "      <td>-2.06</td>\n",
       "      <td>-2.07</td>\n",
       "      <td>-2.08</td>\n",
       "      <td>-2.10</td>\n",
       "      <td>-2.11</td>\n",
       "      <td>-2.12</td>\n",
       "      <td>-2.13</td>\n",
       "      <td>-2.15</td>\n",
       "      <td>-2.16</td>\n",
       "      <td>-2.17</td>\n",
       "      <td>-2.18</td>\n",
       "      <td>-2.20</td>\n",
       "      <td>-2.21</td>\n",
       "      <td>-2.22</td>\n",
       "      <td>-2.23</td>\n",
       "      <td>-2.25</td>\n",
       "      <td>-2.26</td>\n",
       "      <td>-2.27</td>\n",
       "      <td>-2.29</td>\n",
       "      <td>-2.30</td>\n",
       "      <td>-2.31</td>\n",
       "      <td>-2.32</td>\n",
       "      <td>-2.34</td>\n",
       "      <td>-2.35</td>\n",
       "      <td>-2.36</td>\n",
       "      <td>-2.37</td>\n",
       "      <td>-2.39</td>\n",
       "      <td>-2.40</td>\n",
       "      <td>-2.41</td>\n",
       "      <td>-2.43</td>\n",
       "      <td>-2.44</td>\n",
       "      <td>-2.45</td>\n",
       "      <td>-2.47</td>\n",
       "      <td>-2.48</td>\n",
       "      <td>-2.49</td>\n",
       "      <td>-2.50</td>\n",
       "      <td>-2.52</td>\n",
       "      <td>-2.53</td>\n",
       "      <td>-2.54</td>\n",
       "      <td>-2.56</td>\n",
       "      <td>-2.57</td>\n",
       "      <td>-2.58</td>\n",
       "      <td>-2.60</td>\n",
       "      <td>-2.61</td>\n",
       "      <td>-2.62</td>\n",
       "      <td>-2.64</td>\n",
       "      <td>-2.65</td>\n",
       "      <td>-2.66</td>\n",
       "      <td>-2.67</td>\n",
       "      <td>-2.69</td>\n",
       "      <td>-2.70</td>\n",
       "      <td>-2.71</td>\n",
       "      <td>-2.73</td>\n",
       "      <td>-2.74</td>\n",
       "      <td>-2.75</td>\n",
       "      <td>-2.77</td>\n",
       "      <td>-2.78</td>\n",
       "      <td>-2.79</td>\n",
       "      <td>-2.81</td>\n",
       "      <td>-2.82</td>\n",
       "      <td>-2.83</td>\n",
       "      <td>-2.85</td>\n",
       "      <td>-2.86</td>\n",
       "      <td>-2.87</td>\n",
       "      <td>-2.89</td>\n",
       "      <td>-2.90</td>\n",
       "      <td>-2.91</td>\n",
       "      <td>-2.93</td>\n",
       "      <td>-2.94</td>\n",
       "      <td>-2.95</td>\n",
       "      <td>-2.97</td>\n",
       "      <td>-2.98</td>\n",
       "      <td>-2.99</td>\n",
       "      <td>-3.01</td>\n",
       "      <td>-3.02</td>\n",
       "      <td>-3.03</td>\n",
       "      <td>-3.05</td>\n",
       "      <td>-3.06</td>\n",
       "      <td>-3.07</td>\n",
       "      <td>-3.09</td>\n",
       "      <td>-3.10</td>\n",
       "      <td>-3.11</td>\n",
       "      <td>-3.13</td>\n",
       "      <td>-3.14</td>\n",
       "      <td>-3.15</td>\n",
       "      <td>-3.17</td>\n",
       "      <td>-3.18</td>\n",
       "      <td>-3.19</td>\n",
       "      <td>-3.21</td>\n",
       "      <td>-3.22</td>\n",
       "      <td>-3.23</td>\n",
       "      <td>-3.25</td>\n",
       "      <td>-3.26</td>\n",
       "      <td>-3.27</td>\n",
       "      <td>-3.29</td>\n",
       "      <td>-3.30</td>\n",
       "      <td>-3.31</td>\n",
       "      <td>-3.33</td>\n",
       "      <td>-3.34</td>\n",
       "      <td>-3.35</td>\n",
       "      <td>-3.37</td>\n",
       "      <td>-3.38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brand5_Cross_Brand_4_WellOff</th>\n",
       "      <td>0.48</td>\n",
       "      <td>0.49</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.51</td>\n",
       "      <td>0.52</td>\n",
       "      <td>0.53</td>\n",
       "      <td>0.54</td>\n",
       "      <td>0.55</td>\n",
       "      <td>0.56</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.58</td>\n",
       "      <td>0.59</td>\n",
       "      <td>0.60</td>\n",
       "      <td>0.61</td>\n",
       "      <td>0.62</td>\n",
       "      <td>0.63</td>\n",
       "      <td>0.64</td>\n",
       "      <td>0.65</td>\n",
       "      <td>0.66</td>\n",
       "      <td>0.66</td>\n",
       "      <td>0.67</td>\n",
       "      <td>0.68</td>\n",
       "      <td>0.69</td>\n",
       "      <td>0.70</td>\n",
       "      <td>0.71</td>\n",
       "      <td>0.72</td>\n",
       "      <td>0.73</td>\n",
       "      <td>0.74</td>\n",
       "      <td>0.74</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.76</td>\n",
       "      <td>0.77</td>\n",
       "      <td>0.78</td>\n",
       "      <td>0.79</td>\n",
       "      <td>0.80</td>\n",
       "      <td>0.81</td>\n",
       "      <td>0.81</td>\n",
       "      <td>0.82</td>\n",
       "      <td>0.83</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.85</td>\n",
       "      <td>0.86</td>\n",
       "      <td>0.87</td>\n",
       "      <td>0.87</td>\n",
       "      <td>0.88</td>\n",
       "      <td>0.89</td>\n",
       "      <td>0.90</td>\n",
       "      <td>0.91</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.93</td>\n",
       "      <td>0.94</td>\n",
       "      <td>0.95</td>\n",
       "      <td>0.96</td>\n",
       "      <td>0.97</td>\n",
       "      <td>0.97</td>\n",
       "      <td>0.98</td>\n",
       "      <td>0.99</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.01</td>\n",
       "      <td>1.01</td>\n",
       "      <td>1.02</td>\n",
       "      <td>1.03</td>\n",
       "      <td>1.04</td>\n",
       "      <td>1.05</td>\n",
       "      <td>1.05</td>\n",
       "      <td>1.06</td>\n",
       "      <td>1.07</td>\n",
       "      <td>1.08</td>\n",
       "      <td>1.08</td>\n",
       "      <td>1.09</td>\n",
       "      <td>1.10</td>\n",
       "      <td>1.11</td>\n",
       "      <td>1.12</td>\n",
       "      <td>1.12</td>\n",
       "      <td>1.13</td>\n",
       "      <td>1.14</td>\n",
       "      <td>1.15</td>\n",
       "      <td>1.15</td>\n",
       "      <td>1.16</td>\n",
       "      <td>1.17</td>\n",
       "      <td>1.18</td>\n",
       "      <td>1.18</td>\n",
       "      <td>1.19</td>\n",
       "      <td>1.20</td>\n",
       "      <td>1.20</td>\n",
       "      <td>1.21</td>\n",
       "      <td>1.22</td>\n",
       "      <td>1.23</td>\n",
       "      <td>1.23</td>\n",
       "      <td>1.24</td>\n",
       "      <td>1.25</td>\n",
       "      <td>1.25</td>\n",
       "      <td>1.26</td>\n",
       "      <td>1.27</td>\n",
       "      <td>1.27</td>\n",
       "      <td>1.28</td>\n",
       "      <td>1.29</td>\n",
       "      <td>1.29</td>\n",
       "      <td>1.30</td>\n",
       "      <td>1.31</td>\n",
       "      <td>1.31</td>\n",
       "      <td>1.32</td>\n",
       "      <td>1.32</td>\n",
       "      <td>1.33</td>\n",
       "      <td>1.34</td>\n",
       "      <td>1.34</td>\n",
       "      <td>1.35</td>\n",
       "      <td>1.35</td>\n",
       "      <td>1.36</td>\n",
       "      <td>1.37</td>\n",
       "      <td>1.37</td>\n",
       "      <td>1.38</td>\n",
       "      <td>1.38</td>\n",
       "      <td>1.39</td>\n",
       "      <td>1.39</td>\n",
       "      <td>1.40</td>\n",
       "      <td>1.41</td>\n",
       "      <td>1.41</td>\n",
       "      <td>1.42</td>\n",
       "      <td>1.42</td>\n",
       "      <td>1.43</td>\n",
       "      <td>1.43</td>\n",
       "      <td>1.44</td>\n",
       "      <td>1.44</td>\n",
       "      <td>1.44</td>\n",
       "      <td>1.45</td>\n",
       "      <td>1.45</td>\n",
       "      <td>1.46</td>\n",
       "      <td>1.46</td>\n",
       "      <td>1.47</td>\n",
       "      <td>1.47</td>\n",
       "      <td>1.47</td>\n",
       "      <td>1.48</td>\n",
       "      <td>1.48</td>\n",
       "      <td>1.49</td>\n",
       "      <td>1.49</td>\n",
       "      <td>1.49</td>\n",
       "      <td>1.50</td>\n",
       "      <td>1.50</td>\n",
       "      <td>1.50</td>\n",
       "      <td>1.50</td>\n",
       "      <td>1.51</td>\n",
       "      <td>1.51</td>\n",
       "      <td>1.51</td>\n",
       "      <td>1.51</td>\n",
       "      <td>1.52</td>\n",
       "      <td>1.52</td>\n",
       "      <td>1.52</td>\n",
       "      <td>1.52</td>\n",
       "      <td>1.52</td>\n",
       "      <td>1.53</td>\n",
       "      <td>1.53</td>\n",
       "      <td>1.53</td>\n",
       "      <td>1.53</td>\n",
       "      <td>1.53</td>\n",
       "      <td>1.53</td>\n",
       "      <td>1.53</td>\n",
       "      <td>1.53</td>\n",
       "      <td>1.53</td>\n",
       "      <td>1.53</td>\n",
       "      <td>1.53</td>\n",
       "      <td>1.53</td>\n",
       "      <td>1.53</td>\n",
       "      <td>1.53</td>\n",
       "      <td>1.53</td>\n",
       "      <td>1.52</td>\n",
       "      <td>1.52</td>\n",
       "      <td>1.52</td>\n",
       "      <td>1.52</td>\n",
       "      <td>1.52</td>\n",
       "      <td>1.51</td>\n",
       "      <td>1.51</td>\n",
       "      <td>1.51</td>\n",
       "      <td>1.50</td>\n",
       "      <td>1.50</td>\n",
       "      <td>1.50</td>\n",
       "      <td>1.49</td>\n",
       "      <td>1.49</td>\n",
       "      <td>1.48</td>\n",
       "      <td>1.48</td>\n",
       "      <td>1.47</td>\n",
       "      <td>1.47</td>\n",
       "      <td>1.46</td>\n",
       "      <td>1.46</td>\n",
       "      <td>1.45</td>\n",
       "      <td>1.44</td>\n",
       "      <td>1.44</td>\n",
       "      <td>1.43</td>\n",
       "      <td>1.42</td>\n",
       "      <td>1.42</td>\n",
       "      <td>1.41</td>\n",
       "      <td>1.40</td>\n",
       "      <td>1.39</td>\n",
       "      <td>1.38</td>\n",
       "      <td>1.37</td>\n",
       "      <td>1.36</td>\n",
       "      <td>1.35</td>\n",
       "      <td>1.34</td>\n",
       "      <td>1.33</td>\n",
       "      <td>1.32</td>\n",
       "      <td>1.31</td>\n",
       "      <td>1.30</td>\n",
       "      <td>1.29</td>\n",
       "      <td>1.28</td>\n",
       "      <td>1.27</td>\n",
       "      <td>1.25</td>\n",
       "      <td>1.24</td>\n",
       "      <td>1.23</td>\n",
       "      <td>1.22</td>\n",
       "      <td>1.20</td>\n",
       "      <td>1.19</td>\n",
       "      <td>1.18</td>\n",
       "      <td>1.16</td>\n",
       "      <td>1.15</td>\n",
       "      <td>1.13</td>\n",
       "      <td>1.12</td>\n",
       "      <td>1.11</td>\n",
       "      <td>1.09</td>\n",
       "      <td>1.08</td>\n",
       "      <td>1.06</td>\n",
       "      <td>1.05</td>\n",
       "      <td>1.03</td>\n",
       "      <td>1.01</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.98</td>\n",
       "      <td>0.97</td>\n",
       "      <td>0.95</td>\n",
       "      <td>0.94</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.90</td>\n",
       "      <td>0.89</td>\n",
       "      <td>0.87</td>\n",
       "      <td>0.85</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.82</td>\n",
       "      <td>0.81</td>\n",
       "      <td>0.79</td>\n",
       "      <td>0.77</td>\n",
       "      <td>0.76</td>\n",
       "      <td>0.74</td>\n",
       "      <td>0.73</td>\n",
       "      <td>0.71</td>\n",
       "      <td>0.69</td>\n",
       "      <td>0.68</td>\n",
       "      <td>0.66</td>\n",
       "      <td>0.65</td>\n",
       "      <td>0.63</td>\n",
       "      <td>0.62</td>\n",
       "      <td>0.60</td>\n",
       "      <td>0.59</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.56</td>\n",
       "      <td>0.55</td>\n",
       "      <td>0.53</td>\n",
       "      <td>0.52</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.49</td>\n",
       "      <td>0.48</td>\n",
       "      <td>0.47</td>\n",
       "      <td>0.45</td>\n",
       "      <td>0.44</td>\n",
       "      <td>0.43</td>\n",
       "      <td>0.42</td>\n",
       "      <td>0.40</td>\n",
       "      <td>0.39</td>\n",
       "      <td>0.38</td>\n",
       "      <td>0.37</td>\n",
       "      <td>0.36</td>\n",
       "      <td>0.35</td>\n",
       "      <td>0.34</td>\n",
       "      <td>0.33</td>\n",
       "      <td>0.32</td>\n",
       "      <td>0.31</td>\n",
       "      <td>0.30</td>\n",
       "      <td>0.29</td>\n",
       "      <td>0.28</td>\n",
       "      <td>0.27</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brand5_own_PE_Standard</th>\n",
       "      <td>-0.00</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>-0.00</td>\n",
       "      <td>-0.01</td>\n",
       "      <td>-0.01</td>\n",
       "      <td>-0.01</td>\n",
       "      <td>-0.01</td>\n",
       "      <td>-0.01</td>\n",
       "      <td>-0.01</td>\n",
       "      <td>-0.01</td>\n",
       "      <td>-0.01</td>\n",
       "      <td>-0.01</td>\n",
       "      <td>-0.01</td>\n",
       "      <td>-0.01</td>\n",
       "      <td>-0.01</td>\n",
       "      <td>-0.01</td>\n",
       "      <td>-0.01</td>\n",
       "      <td>-0.01</td>\n",
       "      <td>-0.01</td>\n",
       "      <td>-0.01</td>\n",
       "      <td>-0.01</td>\n",
       "      <td>-0.01</td>\n",
       "      <td>-0.01</td>\n",
       "      <td>-0.01</td>\n",
       "      <td>-0.01</td>\n",
       "      <td>-0.02</td>\n",
       "      <td>-0.02</td>\n",
       "      <td>-0.02</td>\n",
       "      <td>-0.02</td>\n",
       "      <td>-0.02</td>\n",
       "      <td>-0.02</td>\n",
       "      <td>-0.02</td>\n",
       "      <td>-0.02</td>\n",
       "      <td>-0.02</td>\n",
       "      <td>-0.02</td>\n",
       "      <td>-0.03</td>\n",
       "      <td>-0.03</td>\n",
       "      <td>-0.03</td>\n",
       "      <td>-0.03</td>\n",
       "      <td>-0.03</td>\n",
       "      <td>-0.03</td>\n",
       "      <td>-0.03</td>\n",
       "      <td>-0.03</td>\n",
       "      <td>-0.04</td>\n",
       "      <td>-0.04</td>\n",
       "      <td>-0.04</td>\n",
       "      <td>-0.04</td>\n",
       "      <td>-0.04</td>\n",
       "      <td>-0.05</td>\n",
       "      <td>-0.05</td>\n",
       "      <td>-0.05</td>\n",
       "      <td>-0.05</td>\n",
       "      <td>-0.06</td>\n",
       "      <td>-0.06</td>\n",
       "      <td>-0.06</td>\n",
       "      <td>-0.06</td>\n",
       "      <td>-0.07</td>\n",
       "      <td>-0.07</td>\n",
       "      <td>-0.07</td>\n",
       "      <td>-0.08</td>\n",
       "      <td>-0.08</td>\n",
       "      <td>-0.08</td>\n",
       "      <td>-0.09</td>\n",
       "      <td>-0.09</td>\n",
       "      <td>-0.09</td>\n",
       "      <td>-0.10</td>\n",
       "      <td>-0.10</td>\n",
       "      <td>-0.11</td>\n",
       "      <td>-0.11</td>\n",
       "      <td>-0.12</td>\n",
       "      <td>-0.12</td>\n",
       "      <td>-0.13</td>\n",
       "      <td>-0.13</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>-0.15</td>\n",
       "      <td>-0.15</td>\n",
       "      <td>-0.16</td>\n",
       "      <td>-0.17</td>\n",
       "      <td>-0.17</td>\n",
       "      <td>-0.18</td>\n",
       "      <td>-0.19</td>\n",
       "      <td>-0.20</td>\n",
       "      <td>-0.21</td>\n",
       "      <td>-0.21</td>\n",
       "      <td>-0.22</td>\n",
       "      <td>-0.23</td>\n",
       "      <td>-0.24</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>-0.26</td>\n",
       "      <td>-0.27</td>\n",
       "      <td>-0.28</td>\n",
       "      <td>-0.30</td>\n",
       "      <td>-0.31</td>\n",
       "      <td>-0.32</td>\n",
       "      <td>-0.33</td>\n",
       "      <td>-0.35</td>\n",
       "      <td>-0.36</td>\n",
       "      <td>-0.37</td>\n",
       "      <td>-0.39</td>\n",
       "      <td>-0.40</td>\n",
       "      <td>-0.42</td>\n",
       "      <td>-0.43</td>\n",
       "      <td>-0.45</td>\n",
       "      <td>-0.47</td>\n",
       "      <td>-0.48</td>\n",
       "      <td>-0.50</td>\n",
       "      <td>-0.52</td>\n",
       "      <td>-0.54</td>\n",
       "      <td>-0.56</td>\n",
       "      <td>-0.57</td>\n",
       "      <td>-0.59</td>\n",
       "      <td>-0.62</td>\n",
       "      <td>-0.64</td>\n",
       "      <td>-0.66</td>\n",
       "      <td>-0.68</td>\n",
       "      <td>-0.70</td>\n",
       "      <td>-0.72</td>\n",
       "      <td>-0.75</td>\n",
       "      <td>-0.77</td>\n",
       "      <td>-0.79</td>\n",
       "      <td>-0.82</td>\n",
       "      <td>-0.84</td>\n",
       "      <td>-0.87</td>\n",
       "      <td>-0.89</td>\n",
       "      <td>-0.92</td>\n",
       "      <td>-0.95</td>\n",
       "      <td>-0.97</td>\n",
       "      <td>-1.00</td>\n",
       "      <td>-1.03</td>\n",
       "      <td>-1.05</td>\n",
       "      <td>-1.08</td>\n",
       "      <td>-1.11</td>\n",
       "      <td>-1.14</td>\n",
       "      <td>-1.17</td>\n",
       "      <td>-1.19</td>\n",
       "      <td>-1.22</td>\n",
       "      <td>-1.25</td>\n",
       "      <td>-1.28</td>\n",
       "      <td>-1.31</td>\n",
       "      <td>-1.34</td>\n",
       "      <td>-1.37</td>\n",
       "      <td>-1.40</td>\n",
       "      <td>-1.43</td>\n",
       "      <td>-1.46</td>\n",
       "      <td>-1.49</td>\n",
       "      <td>-1.52</td>\n",
       "      <td>-1.55</td>\n",
       "      <td>-1.58</td>\n",
       "      <td>-1.61</td>\n",
       "      <td>-1.64</td>\n",
       "      <td>-1.67</td>\n",
       "      <td>-1.70</td>\n",
       "      <td>-1.72</td>\n",
       "      <td>-1.75</td>\n",
       "      <td>-1.78</td>\n",
       "      <td>-1.81</td>\n",
       "      <td>-1.84</td>\n",
       "      <td>-1.87</td>\n",
       "      <td>-1.90</td>\n",
       "      <td>-1.92</td>\n",
       "      <td>-1.95</td>\n",
       "      <td>-1.98</td>\n",
       "      <td>-2.01</td>\n",
       "      <td>-2.03</td>\n",
       "      <td>-2.06</td>\n",
       "      <td>-2.09</td>\n",
       "      <td>-2.11</td>\n",
       "      <td>-2.14</td>\n",
       "      <td>-2.16</td>\n",
       "      <td>-2.19</td>\n",
       "      <td>-2.21</td>\n",
       "      <td>-2.24</td>\n",
       "      <td>-2.26</td>\n",
       "      <td>-2.29</td>\n",
       "      <td>-2.31</td>\n",
       "      <td>-2.33</td>\n",
       "      <td>-2.36</td>\n",
       "      <td>-2.38</td>\n",
       "      <td>-2.40</td>\n",
       "      <td>-2.43</td>\n",
       "      <td>-2.45</td>\n",
       "      <td>-2.47</td>\n",
       "      <td>-2.49</td>\n",
       "      <td>-2.51</td>\n",
       "      <td>-2.53</td>\n",
       "      <td>-2.55</td>\n",
       "      <td>-2.57</td>\n",
       "      <td>-2.59</td>\n",
       "      <td>-2.61</td>\n",
       "      <td>-2.63</td>\n",
       "      <td>-2.65</td>\n",
       "      <td>-2.67</td>\n",
       "      <td>-2.69</td>\n",
       "      <td>-2.71</td>\n",
       "      <td>-2.73</td>\n",
       "      <td>-2.75</td>\n",
       "      <td>-2.76</td>\n",
       "      <td>-2.78</td>\n",
       "      <td>-2.80</td>\n",
       "      <td>-2.82</td>\n",
       "      <td>-2.83</td>\n",
       "      <td>-2.85</td>\n",
       "      <td>-2.87</td>\n",
       "      <td>-2.89</td>\n",
       "      <td>-2.90</td>\n",
       "      <td>-2.92</td>\n",
       "      <td>-2.93</td>\n",
       "      <td>-2.95</td>\n",
       "      <td>-2.97</td>\n",
       "      <td>-2.98</td>\n",
       "      <td>-3.00</td>\n",
       "      <td>-3.01</td>\n",
       "      <td>-3.03</td>\n",
       "      <td>-3.04</td>\n",
       "      <td>-3.06</td>\n",
       "      <td>-3.07</td>\n",
       "      <td>-3.09</td>\n",
       "      <td>-3.10</td>\n",
       "      <td>-3.12</td>\n",
       "      <td>-3.13</td>\n",
       "      <td>-3.14</td>\n",
       "      <td>-3.16</td>\n",
       "      <td>-3.17</td>\n",
       "      <td>-3.19</td>\n",
       "      <td>-3.20</td>\n",
       "      <td>-3.21</td>\n",
       "      <td>-3.23</td>\n",
       "      <td>-3.24</td>\n",
       "      <td>-3.25</td>\n",
       "      <td>-3.27</td>\n",
       "      <td>-3.28</td>\n",
       "      <td>-3.29</td>\n",
       "      <td>-3.31</td>\n",
       "      <td>-3.32</td>\n",
       "      <td>-3.33</td>\n",
       "      <td>-3.34</td>\n",
       "      <td>-3.36</td>\n",
       "      <td>-3.37</td>\n",
       "      <td>-3.38</td>\n",
       "      <td>-3.39</td>\n",
       "      <td>-3.41</td>\n",
       "      <td>-3.42</td>\n",
       "      <td>-3.43</td>\n",
       "      <td>-3.44</td>\n",
       "      <td>-3.46</td>\n",
       "      <td>-3.47</td>\n",
       "      <td>-3.48</td>\n",
       "      <td>-3.49</td>\n",
       "      <td>-3.50</td>\n",
       "      <td>-3.52</td>\n",
       "      <td>-3.53</td>\n",
       "      <td>-3.54</td>\n",
       "      <td>-3.55</td>\n",
       "      <td>-3.56</td>\n",
       "      <td>-3.58</td>\n",
       "      <td>-3.59</td>\n",
       "      <td>-3.60</td>\n",
       "      <td>-3.61</td>\n",
       "      <td>-3.62</td>\n",
       "      <td>-3.64</td>\n",
       "      <td>-3.65</td>\n",
       "      <td>-3.66</td>\n",
       "      <td>-3.67</td>\n",
       "      <td>-3.68</td>\n",
       "      <td>-3.69</td>\n",
       "      <td>-3.70</td>\n",
       "      <td>-3.72</td>\n",
       "      <td>-3.73</td>\n",
       "      <td>-3.74</td>\n",
       "      <td>-3.75</td>\n",
       "      <td>-3.76</td>\n",
       "      <td>-3.77</td>\n",
       "      <td>-3.78</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brand5_Cross_Brand_4_Standard</th>\n",
       "      <td>0.17</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.13</td>\n",
       "      <td>0.13</td>\n",
       "      <td>0.13</td>\n",
       "      <td>0.13</td>\n",
       "      <td>0.13</td>\n",
       "      <td>0.13</td>\n",
       "      <td>0.13</td>\n",
       "      <td>0.13</td>\n",
       "      <td>0.12</td>\n",
       "      <td>0.12</td>\n",
       "      <td>0.12</td>\n",
       "      <td>0.12</td>\n",
       "      <td>0.12</td>\n",
       "      <td>0.12</td>\n",
       "      <td>0.12</td>\n",
       "      <td>0.12</td>\n",
       "      <td>0.11</td>\n",
       "      <td>0.11</td>\n",
       "      <td>0.11</td>\n",
       "      <td>0.11</td>\n",
       "      <td>0.11</td>\n",
       "      <td>0.11</td>\n",
       "      <td>0.11</td>\n",
       "      <td>0.11</td>\n",
       "      <td>0.11</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brand5_own_PE_Career_Focused</th>\n",
       "      <td>-0.04</td>\n",
       "      <td>-0.04</td>\n",
       "      <td>-0.04</td>\n",
       "      <td>-0.04</td>\n",
       "      <td>-0.04</td>\n",
       "      <td>-0.04</td>\n",
       "      <td>-0.05</td>\n",
       "      <td>-0.05</td>\n",
       "      <td>-0.05</td>\n",
       "      <td>-0.05</td>\n",
       "      <td>-0.05</td>\n",
       "      <td>-0.05</td>\n",
       "      <td>-0.05</td>\n",
       "      <td>-0.05</td>\n",
       "      <td>-0.05</td>\n",
       "      <td>-0.06</td>\n",
       "      <td>-0.06</td>\n",
       "      <td>-0.06</td>\n",
       "      <td>-0.06</td>\n",
       "      <td>-0.06</td>\n",
       "      <td>-0.06</td>\n",
       "      <td>-0.06</td>\n",
       "      <td>-0.06</td>\n",
       "      <td>-0.06</td>\n",
       "      <td>-0.07</td>\n",
       "      <td>-0.07</td>\n",
       "      <td>-0.07</td>\n",
       "      <td>-0.07</td>\n",
       "      <td>-0.07</td>\n",
       "      <td>-0.07</td>\n",
       "      <td>-0.07</td>\n",
       "      <td>-0.08</td>\n",
       "      <td>-0.08</td>\n",
       "      <td>-0.08</td>\n",
       "      <td>-0.08</td>\n",
       "      <td>-0.08</td>\n",
       "      <td>-0.08</td>\n",
       "      <td>-0.08</td>\n",
       "      <td>-0.08</td>\n",
       "      <td>-0.09</td>\n",
       "      <td>-0.09</td>\n",
       "      <td>-0.09</td>\n",
       "      <td>-0.09</td>\n",
       "      <td>-0.09</td>\n",
       "      <td>-0.09</td>\n",
       "      <td>-0.10</td>\n",
       "      <td>-0.10</td>\n",
       "      <td>-0.10</td>\n",
       "      <td>-0.10</td>\n",
       "      <td>-0.10</td>\n",
       "      <td>-0.10</td>\n",
       "      <td>-0.10</td>\n",
       "      <td>-0.11</td>\n",
       "      <td>-0.11</td>\n",
       "      <td>-0.11</td>\n",
       "      <td>-0.11</td>\n",
       "      <td>-0.11</td>\n",
       "      <td>-0.11</td>\n",
       "      <td>-0.12</td>\n",
       "      <td>-0.12</td>\n",
       "      <td>-0.12</td>\n",
       "      <td>-0.12</td>\n",
       "      <td>-0.12</td>\n",
       "      <td>-0.12</td>\n",
       "      <td>-0.13</td>\n",
       "      <td>-0.13</td>\n",
       "      <td>-0.13</td>\n",
       "      <td>-0.13</td>\n",
       "      <td>-0.13</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>-0.15</td>\n",
       "      <td>-0.15</td>\n",
       "      <td>-0.15</td>\n",
       "      <td>-0.15</td>\n",
       "      <td>-0.15</td>\n",
       "      <td>-0.16</td>\n",
       "      <td>-0.16</td>\n",
       "      <td>-0.16</td>\n",
       "      <td>-0.16</td>\n",
       "      <td>-0.16</td>\n",
       "      <td>-0.17</td>\n",
       "      <td>-0.17</td>\n",
       "      <td>-0.17</td>\n",
       "      <td>-0.17</td>\n",
       "      <td>-0.17</td>\n",
       "      <td>-0.18</td>\n",
       "      <td>-0.18</td>\n",
       "      <td>-0.18</td>\n",
       "      <td>-0.18</td>\n",
       "      <td>-0.19</td>\n",
       "      <td>-0.19</td>\n",
       "      <td>-0.19</td>\n",
       "      <td>-0.19</td>\n",
       "      <td>-0.20</td>\n",
       "      <td>-0.20</td>\n",
       "      <td>-0.20</td>\n",
       "      <td>-0.20</td>\n",
       "      <td>-0.21</td>\n",
       "      <td>-0.21</td>\n",
       "      <td>-0.21</td>\n",
       "      <td>-0.21</td>\n",
       "      <td>-0.22</td>\n",
       "      <td>-0.22</td>\n",
       "      <td>-0.22</td>\n",
       "      <td>-0.22</td>\n",
       "      <td>-0.23</td>\n",
       "      <td>-0.23</td>\n",
       "      <td>-0.23</td>\n",
       "      <td>-0.23</td>\n",
       "      <td>-0.24</td>\n",
       "      <td>-0.24</td>\n",
       "      <td>-0.24</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>-0.26</td>\n",
       "      <td>-0.26</td>\n",
       "      <td>-0.26</td>\n",
       "      <td>-0.27</td>\n",
       "      <td>-0.27</td>\n",
       "      <td>-0.27</td>\n",
       "      <td>-0.28</td>\n",
       "      <td>-0.28</td>\n",
       "      <td>-0.28</td>\n",
       "      <td>-0.28</td>\n",
       "      <td>-0.29</td>\n",
       "      <td>-0.29</td>\n",
       "      <td>-0.29</td>\n",
       "      <td>-0.30</td>\n",
       "      <td>-0.30</td>\n",
       "      <td>-0.30</td>\n",
       "      <td>-0.31</td>\n",
       "      <td>-0.31</td>\n",
       "      <td>-0.31</td>\n",
       "      <td>-0.32</td>\n",
       "      <td>-0.32</td>\n",
       "      <td>-0.32</td>\n",
       "      <td>-0.33</td>\n",
       "      <td>-0.33</td>\n",
       "      <td>-0.33</td>\n",
       "      <td>-0.34</td>\n",
       "      <td>-0.34</td>\n",
       "      <td>-0.35</td>\n",
       "      <td>-0.35</td>\n",
       "      <td>-0.35</td>\n",
       "      <td>-0.36</td>\n",
       "      <td>-0.36</td>\n",
       "      <td>-0.36</td>\n",
       "      <td>-0.37</td>\n",
       "      <td>-0.37</td>\n",
       "      <td>-0.38</td>\n",
       "      <td>-0.38</td>\n",
       "      <td>-0.38</td>\n",
       "      <td>-0.39</td>\n",
       "      <td>-0.39</td>\n",
       "      <td>-0.40</td>\n",
       "      <td>-0.40</td>\n",
       "      <td>-0.40</td>\n",
       "      <td>-0.41</td>\n",
       "      <td>-0.41</td>\n",
       "      <td>-0.42</td>\n",
       "      <td>-0.42</td>\n",
       "      <td>-0.42</td>\n",
       "      <td>-0.43</td>\n",
       "      <td>-0.43</td>\n",
       "      <td>-0.44</td>\n",
       "      <td>-0.44</td>\n",
       "      <td>-0.45</td>\n",
       "      <td>-0.45</td>\n",
       "      <td>-0.46</td>\n",
       "      <td>-0.46</td>\n",
       "      <td>-0.46</td>\n",
       "      <td>-0.47</td>\n",
       "      <td>-0.47</td>\n",
       "      <td>-0.48</td>\n",
       "      <td>-0.48</td>\n",
       "      <td>-0.49</td>\n",
       "      <td>-0.49</td>\n",
       "      <td>-0.50</td>\n",
       "      <td>-0.50</td>\n",
       "      <td>-0.51</td>\n",
       "      <td>-0.51</td>\n",
       "      <td>-0.52</td>\n",
       "      <td>-0.52</td>\n",
       "      <td>-0.53</td>\n",
       "      <td>-0.53</td>\n",
       "      <td>-0.54</td>\n",
       "      <td>-0.54</td>\n",
       "      <td>-0.55</td>\n",
       "      <td>-0.55</td>\n",
       "      <td>-0.56</td>\n",
       "      <td>-0.56</td>\n",
       "      <td>-0.57</td>\n",
       "      <td>-0.57</td>\n",
       "      <td>-0.58</td>\n",
       "      <td>-0.59</td>\n",
       "      <td>-0.59</td>\n",
       "      <td>-0.60</td>\n",
       "      <td>-0.60</td>\n",
       "      <td>-0.61</td>\n",
       "      <td>-0.61</td>\n",
       "      <td>-0.62</td>\n",
       "      <td>-0.62</td>\n",
       "      <td>-0.63</td>\n",
       "      <td>-0.64</td>\n",
       "      <td>-0.64</td>\n",
       "      <td>-0.65</td>\n",
       "      <td>-0.65</td>\n",
       "      <td>-0.66</td>\n",
       "      <td>-0.67</td>\n",
       "      <td>-0.67</td>\n",
       "      <td>-0.68</td>\n",
       "      <td>-0.68</td>\n",
       "      <td>-0.69</td>\n",
       "      <td>-0.70</td>\n",
       "      <td>-0.70</td>\n",
       "      <td>-0.71</td>\n",
       "      <td>-0.72</td>\n",
       "      <td>-0.72</td>\n",
       "      <td>-0.73</td>\n",
       "      <td>-0.74</td>\n",
       "      <td>-0.74</td>\n",
       "      <td>-0.75</td>\n",
       "      <td>-0.76</td>\n",
       "      <td>-0.76</td>\n",
       "      <td>-0.77</td>\n",
       "      <td>-0.78</td>\n",
       "      <td>-0.78</td>\n",
       "      <td>-0.79</td>\n",
       "      <td>-0.80</td>\n",
       "      <td>-0.80</td>\n",
       "      <td>-0.81</td>\n",
       "      <td>-0.82</td>\n",
       "      <td>-0.82</td>\n",
       "      <td>-0.83</td>\n",
       "      <td>-0.84</td>\n",
       "      <td>-0.85</td>\n",
       "      <td>-0.85</td>\n",
       "      <td>-0.86</td>\n",
       "      <td>-0.87</td>\n",
       "      <td>-0.88</td>\n",
       "      <td>-0.88</td>\n",
       "      <td>-0.89</td>\n",
       "      <td>-0.90</td>\n",
       "      <td>-0.91</td>\n",
       "      <td>-0.91</td>\n",
       "      <td>-0.92</td>\n",
       "      <td>-0.93</td>\n",
       "      <td>-0.94</td>\n",
       "      <td>-0.95</td>\n",
       "      <td>-0.95</td>\n",
       "      <td>-0.96</td>\n",
       "      <td>-0.97</td>\n",
       "      <td>-0.98</td>\n",
       "      <td>-0.99</td>\n",
       "      <td>-0.99</td>\n",
       "      <td>-1.00</td>\n",
       "      <td>-1.01</td>\n",
       "      <td>-1.02</td>\n",
       "      <td>-1.03</td>\n",
       "      <td>-1.04</td>\n",
       "      <td>-1.05</td>\n",
       "      <td>-1.05</td>\n",
       "      <td>-1.06</td>\n",
       "      <td>-1.07</td>\n",
       "      <td>-1.08</td>\n",
       "      <td>-1.09</td>\n",
       "      <td>-1.10</td>\n",
       "      <td>-1.11</td>\n",
       "      <td>-1.12</td>\n",
       "      <td>-1.12</td>\n",
       "      <td>-1.13</td>\n",
       "      <td>-1.14</td>\n",
       "      <td>-1.15</td>\n",
       "      <td>-1.16</td>\n",
       "      <td>-1.17</td>\n",
       "      <td>-1.18</td>\n",
       "      <td>-1.19</td>\n",
       "      <td>-1.20</td>\n",
       "      <td>-1.21</td>\n",
       "      <td>-1.22</td>\n",
       "      <td>-1.23</td>\n",
       "      <td>-1.24</td>\n",
       "      <td>-1.25</td>\n",
       "      <td>-1.26</td>\n",
       "      <td>-1.27</td>\n",
       "      <td>-1.28</td>\n",
       "      <td>-1.29</td>\n",
       "      <td>-1.30</td>\n",
       "      <td>-1.31</td>\n",
       "      <td>-1.32</td>\n",
       "      <td>-1.33</td>\n",
       "      <td>-1.34</td>\n",
       "      <td>-1.35</td>\n",
       "      <td>-1.36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brand5_Cross_Brand_4_Career_Focused</th>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.27</td>\n",
       "      <td>0.27</td>\n",
       "      <td>0.27</td>\n",
       "      <td>0.27</td>\n",
       "      <td>0.27</td>\n",
       "      <td>0.27</td>\n",
       "      <td>0.27</td>\n",
       "      <td>0.27</td>\n",
       "      <td>0.27</td>\n",
       "      <td>0.27</td>\n",
       "      <td>0.27</td>\n",
       "      <td>0.27</td>\n",
       "      <td>0.27</td>\n",
       "      <td>0.27</td>\n",
       "      <td>0.27</td>\n",
       "      <td>0.27</td>\n",
       "      <td>0.27</td>\n",
       "      <td>0.27</td>\n",
       "      <td>0.27</td>\n",
       "      <td>0.27</td>\n",
       "      <td>0.27</td>\n",
       "      <td>0.27</td>\n",
       "      <td>0.27</td>\n",
       "      <td>0.27</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.13</td>\n",
       "      <td>0.13</td>\n",
       "      <td>0.13</td>\n",
       "      <td>0.13</td>\n",
       "      <td>0.13</td>\n",
       "      <td>0.13</td>\n",
       "      <td>0.13</td>\n",
       "      <td>0.13</td>\n",
       "      <td>0.13</td>\n",
       "      <td>0.13</td>\n",
       "      <td>0.12</td>\n",
       "      <td>0.12</td>\n",
       "      <td>0.12</td>\n",
       "      <td>0.12</td>\n",
       "      <td>0.12</td>\n",
       "      <td>0.12</td>\n",
       "      <td>0.12</td>\n",
       "      <td>0.12</td>\n",
       "      <td>0.12</td>\n",
       "      <td>0.12</td>\n",
       "      <td>0.12</td>\n",
       "      <td>0.11</td>\n",
       "      <td>0.11</td>\n",
       "      <td>0.11</td>\n",
       "      <td>0.11</td>\n",
       "      <td>0.11</td>\n",
       "      <td>0.11</td>\n",
       "      <td>0.11</td>\n",
       "      <td>0.11</td>\n",
       "      <td>0.11</td>\n",
       "      <td>0.11</td>\n",
       "      <td>0.11</td>\n",
       "      <td>0.11</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brand5_own_PE_Fewer_Opportunities</th>\n",
       "      <td>-0.12</td>\n",
       "      <td>-0.12</td>\n",
       "      <td>-0.12</td>\n",
       "      <td>-0.12</td>\n",
       "      <td>-0.13</td>\n",
       "      <td>-0.13</td>\n",
       "      <td>-0.13</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>-0.15</td>\n",
       "      <td>-0.15</td>\n",
       "      <td>-0.15</td>\n",
       "      <td>-0.16</td>\n",
       "      <td>-0.16</td>\n",
       "      <td>-0.16</td>\n",
       "      <td>-0.17</td>\n",
       "      <td>-0.17</td>\n",
       "      <td>-0.18</td>\n",
       "      <td>-0.18</td>\n",
       "      <td>-0.18</td>\n",
       "      <td>-0.19</td>\n",
       "      <td>-0.19</td>\n",
       "      <td>-0.19</td>\n",
       "      <td>-0.20</td>\n",
       "      <td>-0.20</td>\n",
       "      <td>-0.21</td>\n",
       "      <td>-0.21</td>\n",
       "      <td>-0.22</td>\n",
       "      <td>-0.22</td>\n",
       "      <td>-0.22</td>\n",
       "      <td>-0.23</td>\n",
       "      <td>-0.23</td>\n",
       "      <td>-0.24</td>\n",
       "      <td>-0.24</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>-0.26</td>\n",
       "      <td>-0.26</td>\n",
       "      <td>-0.27</td>\n",
       "      <td>-0.27</td>\n",
       "      <td>-0.28</td>\n",
       "      <td>-0.28</td>\n",
       "      <td>-0.29</td>\n",
       "      <td>-0.29</td>\n",
       "      <td>-0.30</td>\n",
       "      <td>-0.30</td>\n",
       "      <td>-0.31</td>\n",
       "      <td>-0.31</td>\n",
       "      <td>-0.32</td>\n",
       "      <td>-0.32</td>\n",
       "      <td>-0.33</td>\n",
       "      <td>-0.34</td>\n",
       "      <td>-0.34</td>\n",
       "      <td>-0.35</td>\n",
       "      <td>-0.35</td>\n",
       "      <td>-0.36</td>\n",
       "      <td>-0.36</td>\n",
       "      <td>-0.37</td>\n",
       "      <td>-0.38</td>\n",
       "      <td>-0.38</td>\n",
       "      <td>-0.39</td>\n",
       "      <td>-0.39</td>\n",
       "      <td>-0.40</td>\n",
       "      <td>-0.41</td>\n",
       "      <td>-0.41</td>\n",
       "      <td>-0.42</td>\n",
       "      <td>-0.43</td>\n",
       "      <td>-0.43</td>\n",
       "      <td>-0.44</td>\n",
       "      <td>-0.45</td>\n",
       "      <td>-0.45</td>\n",
       "      <td>-0.46</td>\n",
       "      <td>-0.47</td>\n",
       "      <td>-0.48</td>\n",
       "      <td>-0.48</td>\n",
       "      <td>-0.49</td>\n",
       "      <td>-0.50</td>\n",
       "      <td>-0.50</td>\n",
       "      <td>-0.51</td>\n",
       "      <td>-0.52</td>\n",
       "      <td>-0.53</td>\n",
       "      <td>-0.53</td>\n",
       "      <td>-0.54</td>\n",
       "      <td>-0.55</td>\n",
       "      <td>-0.56</td>\n",
       "      <td>-0.57</td>\n",
       "      <td>-0.57</td>\n",
       "      <td>-0.58</td>\n",
       "      <td>-0.59</td>\n",
       "      <td>-0.60</td>\n",
       "      <td>-0.61</td>\n",
       "      <td>-0.62</td>\n",
       "      <td>-0.63</td>\n",
       "      <td>-0.63</td>\n",
       "      <td>-0.64</td>\n",
       "      <td>-0.65</td>\n",
       "      <td>-0.66</td>\n",
       "      <td>-0.67</td>\n",
       "      <td>-0.68</td>\n",
       "      <td>-0.69</td>\n",
       "      <td>-0.70</td>\n",
       "      <td>-0.71</td>\n",
       "      <td>-0.72</td>\n",
       "      <td>-0.73</td>\n",
       "      <td>-0.74</td>\n",
       "      <td>-0.75</td>\n",
       "      <td>-0.76</td>\n",
       "      <td>-0.77</td>\n",
       "      <td>-0.78</td>\n",
       "      <td>-0.79</td>\n",
       "      <td>-0.80</td>\n",
       "      <td>-0.81</td>\n",
       "      <td>-0.82</td>\n",
       "      <td>-0.83</td>\n",
       "      <td>-0.84</td>\n",
       "      <td>-0.85</td>\n",
       "      <td>-0.86</td>\n",
       "      <td>-0.88</td>\n",
       "      <td>-0.89</td>\n",
       "      <td>-0.90</td>\n",
       "      <td>-0.91</td>\n",
       "      <td>-0.92</td>\n",
       "      <td>-0.93</td>\n",
       "      <td>-0.94</td>\n",
       "      <td>-0.96</td>\n",
       "      <td>-0.97</td>\n",
       "      <td>-0.98</td>\n",
       "      <td>-0.99</td>\n",
       "      <td>-1.00</td>\n",
       "      <td>-1.02</td>\n",
       "      <td>-1.03</td>\n",
       "      <td>-1.04</td>\n",
       "      <td>-1.05</td>\n",
       "      <td>-1.07</td>\n",
       "      <td>-1.08</td>\n",
       "      <td>-1.09</td>\n",
       "      <td>-1.11</td>\n",
       "      <td>-1.12</td>\n",
       "      <td>-1.13</td>\n",
       "      <td>-1.15</td>\n",
       "      <td>-1.16</td>\n",
       "      <td>-1.17</td>\n",
       "      <td>-1.19</td>\n",
       "      <td>-1.20</td>\n",
       "      <td>-1.21</td>\n",
       "      <td>-1.23</td>\n",
       "      <td>-1.24</td>\n",
       "      <td>-1.26</td>\n",
       "      <td>-1.27</td>\n",
       "      <td>-1.29</td>\n",
       "      <td>-1.30</td>\n",
       "      <td>-1.31</td>\n",
       "      <td>-1.33</td>\n",
       "      <td>-1.34</td>\n",
       "      <td>-1.36</td>\n",
       "      <td>-1.37</td>\n",
       "      <td>-1.39</td>\n",
       "      <td>-1.40</td>\n",
       "      <td>-1.42</td>\n",
       "      <td>-1.43</td>\n",
       "      <td>-1.45</td>\n",
       "      <td>-1.46</td>\n",
       "      <td>-1.48</td>\n",
       "      <td>-1.49</td>\n",
       "      <td>-1.51</td>\n",
       "      <td>-1.53</td>\n",
       "      <td>-1.54</td>\n",
       "      <td>-1.56</td>\n",
       "      <td>-1.57</td>\n",
       "      <td>-1.59</td>\n",
       "      <td>-1.60</td>\n",
       "      <td>-1.62</td>\n",
       "      <td>-1.64</td>\n",
       "      <td>-1.65</td>\n",
       "      <td>-1.67</td>\n",
       "      <td>-1.69</td>\n",
       "      <td>-1.70</td>\n",
       "      <td>-1.72</td>\n",
       "      <td>-1.73</td>\n",
       "      <td>-1.75</td>\n",
       "      <td>-1.77</td>\n",
       "      <td>-1.78</td>\n",
       "      <td>-1.80</td>\n",
       "      <td>-1.82</td>\n",
       "      <td>-1.83</td>\n",
       "      <td>-1.85</td>\n",
       "      <td>-1.87</td>\n",
       "      <td>-1.88</td>\n",
       "      <td>-1.90</td>\n",
       "      <td>-1.92</td>\n",
       "      <td>-1.93</td>\n",
       "      <td>-1.95</td>\n",
       "      <td>-1.97</td>\n",
       "      <td>-1.99</td>\n",
       "      <td>-2.00</td>\n",
       "      <td>-2.02</td>\n",
       "      <td>-2.04</td>\n",
       "      <td>-2.05</td>\n",
       "      <td>-2.07</td>\n",
       "      <td>-2.09</td>\n",
       "      <td>-2.10</td>\n",
       "      <td>-2.12</td>\n",
       "      <td>-2.14</td>\n",
       "      <td>-2.16</td>\n",
       "      <td>-2.17</td>\n",
       "      <td>-2.19</td>\n",
       "      <td>-2.21</td>\n",
       "      <td>-2.22</td>\n",
       "      <td>-2.24</td>\n",
       "      <td>-2.26</td>\n",
       "      <td>-2.28</td>\n",
       "      <td>-2.29</td>\n",
       "      <td>-2.31</td>\n",
       "      <td>-2.33</td>\n",
       "      <td>-2.34</td>\n",
       "      <td>-2.36</td>\n",
       "      <td>-2.38</td>\n",
       "      <td>-2.40</td>\n",
       "      <td>-2.41</td>\n",
       "      <td>-2.43</td>\n",
       "      <td>-2.45</td>\n",
       "      <td>-2.46</td>\n",
       "      <td>-2.48</td>\n",
       "      <td>-2.50</td>\n",
       "      <td>-2.51</td>\n",
       "      <td>-2.53</td>\n",
       "      <td>-2.55</td>\n",
       "      <td>-2.57</td>\n",
       "      <td>-2.58</td>\n",
       "      <td>-2.60</td>\n",
       "      <td>-2.62</td>\n",
       "      <td>-2.63</td>\n",
       "      <td>-2.65</td>\n",
       "      <td>-2.67</td>\n",
       "      <td>-2.68</td>\n",
       "      <td>-2.70</td>\n",
       "      <td>-2.72</td>\n",
       "      <td>-2.73</td>\n",
       "      <td>-2.75</td>\n",
       "      <td>-2.77</td>\n",
       "      <td>-2.78</td>\n",
       "      <td>-2.80</td>\n",
       "      <td>-2.81</td>\n",
       "      <td>-2.83</td>\n",
       "      <td>-2.85</td>\n",
       "      <td>-2.86</td>\n",
       "      <td>-2.88</td>\n",
       "      <td>-2.90</td>\n",
       "      <td>-2.91</td>\n",
       "      <td>-2.93</td>\n",
       "      <td>-2.94</td>\n",
       "      <td>-2.96</td>\n",
       "      <td>-2.98</td>\n",
       "      <td>-2.99</td>\n",
       "      <td>-3.01</td>\n",
       "      <td>-3.02</td>\n",
       "      <td>-3.04</td>\n",
       "      <td>-3.05</td>\n",
       "      <td>-3.07</td>\n",
       "      <td>-3.09</td>\n",
       "      <td>-3.10</td>\n",
       "      <td>-3.12</td>\n",
       "      <td>-3.13</td>\n",
       "      <td>-3.15</td>\n",
       "      <td>-3.16</td>\n",
       "      <td>-3.18</td>\n",
       "      <td>-3.19</td>\n",
       "      <td>-3.21</td>\n",
       "      <td>-3.22</td>\n",
       "      <td>-3.24</td>\n",
       "      <td>-3.25</td>\n",
       "      <td>-3.27</td>\n",
       "      <td>-3.28</td>\n",
       "      <td>-3.30</td>\n",
       "      <td>-3.31</td>\n",
       "      <td>-3.33</td>\n",
       "      <td>-3.34</td>\n",
       "      <td>-3.36</td>\n",
       "      <td>-3.37</td>\n",
       "      <td>-3.39</td>\n",
       "      <td>-3.40</td>\n",
       "      <td>-3.42</td>\n",
       "      <td>-3.43</td>\n",
       "      <td>-3.44</td>\n",
       "      <td>-3.46</td>\n",
       "      <td>-3.47</td>\n",
       "      <td>-3.49</td>\n",
       "      <td>-3.50</td>\n",
       "      <td>-3.52</td>\n",
       "      <td>-3.53</td>\n",
       "      <td>-3.54</td>\n",
       "      <td>-3.56</td>\n",
       "      <td>-3.57</td>\n",
       "      <td>-3.59</td>\n",
       "      <td>-3.60</td>\n",
       "      <td>-3.61</td>\n",
       "      <td>-3.63</td>\n",
       "      <td>-3.64</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brand5_Cross_Brand_4_Fewer_Opportunities</th>\n",
       "      <td>0.17</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.13</td>\n",
       "      <td>0.13</td>\n",
       "      <td>0.13</td>\n",
       "      <td>0.13</td>\n",
       "      <td>0.13</td>\n",
       "      <td>0.13</td>\n",
       "      <td>0.13</td>\n",
       "      <td>0.13</td>\n",
       "      <td>0.13</td>\n",
       "      <td>0.12</td>\n",
       "      <td>0.12</td>\n",
       "      <td>0.12</td>\n",
       "      <td>0.12</td>\n",
       "      <td>0.12</td>\n",
       "      <td>0.12</td>\n",
       "      <td>0.12</td>\n",
       "      <td>0.12</td>\n",
       "      <td>0.12</td>\n",
       "      <td>0.11</td>\n",
       "      <td>0.11</td>\n",
       "      <td>0.11</td>\n",
       "      <td>0.11</td>\n",
       "      <td>0.11</td>\n",
       "      <td>0.11</td>\n",
       "      <td>0.11</td>\n",
       "      <td>0.11</td>\n",
       "      <td>0.11</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>PE_Quantity_Prom_Yes</th>\n",
       "      <td>-0.10</td>\n",
       "      <td>-0.10</td>\n",
       "      <td>-0.10</td>\n",
       "      <td>-0.10</td>\n",
       "      <td>-0.11</td>\n",
       "      <td>-0.11</td>\n",
       "      <td>-0.11</td>\n",
       "      <td>-0.11</td>\n",
       "      <td>-0.12</td>\n",
       "      <td>-0.12</td>\n",
       "      <td>-0.12</td>\n",
       "      <td>-0.12</td>\n",
       "      <td>-0.12</td>\n",
       "      <td>-0.13</td>\n",
       "      <td>-0.13</td>\n",
       "      <td>-0.13</td>\n",
       "      <td>-0.13</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>-0.15</td>\n",
       "      <td>-0.15</td>\n",
       "      <td>-0.15</td>\n",
       "      <td>-0.15</td>\n",
       "      <td>-0.16</td>\n",
       "      <td>-0.16</td>\n",
       "      <td>-0.16</td>\n",
       "      <td>-0.16</td>\n",
       "      <td>-0.17</td>\n",
       "      <td>-0.17</td>\n",
       "      <td>-0.17</td>\n",
       "      <td>-0.17</td>\n",
       "      <td>-0.18</td>\n",
       "      <td>-0.18</td>\n",
       "      <td>-0.18</td>\n",
       "      <td>-0.18</td>\n",
       "      <td>-0.19</td>\n",
       "      <td>-0.19</td>\n",
       "      <td>-0.19</td>\n",
       "      <td>-0.19</td>\n",
       "      <td>-0.20</td>\n",
       "      <td>-0.20</td>\n",
       "      <td>-0.20</td>\n",
       "      <td>-0.20</td>\n",
       "      <td>-0.21</td>\n",
       "      <td>-0.21</td>\n",
       "      <td>-0.21</td>\n",
       "      <td>-0.21</td>\n",
       "      <td>-0.22</td>\n",
       "      <td>-0.22</td>\n",
       "      <td>-0.22</td>\n",
       "      <td>-0.22</td>\n",
       "      <td>-0.23</td>\n",
       "      <td>-0.23</td>\n",
       "      <td>-0.23</td>\n",
       "      <td>-0.24</td>\n",
       "      <td>-0.24</td>\n",
       "      <td>-0.24</td>\n",
       "      <td>-0.24</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>-0.26</td>\n",
       "      <td>-0.26</td>\n",
       "      <td>-0.26</td>\n",
       "      <td>-0.27</td>\n",
       "      <td>-0.27</td>\n",
       "      <td>-0.27</td>\n",
       "      <td>-0.27</td>\n",
       "      <td>-0.28</td>\n",
       "      <td>-0.28</td>\n",
       "      <td>-0.28</td>\n",
       "      <td>-0.29</td>\n",
       "      <td>-0.29</td>\n",
       "      <td>-0.29</td>\n",
       "      <td>-0.30</td>\n",
       "      <td>-0.30</td>\n",
       "      <td>-0.30</td>\n",
       "      <td>-0.30</td>\n",
       "      <td>-0.31</td>\n",
       "      <td>-0.31</td>\n",
       "      <td>-0.31</td>\n",
       "      <td>-0.32</td>\n",
       "      <td>-0.32</td>\n",
       "      <td>-0.32</td>\n",
       "      <td>-0.33</td>\n",
       "      <td>-0.33</td>\n",
       "      <td>-0.33</td>\n",
       "      <td>-0.34</td>\n",
       "      <td>-0.34</td>\n",
       "      <td>-0.34</td>\n",
       "      <td>-0.34</td>\n",
       "      <td>-0.35</td>\n",
       "      <td>-0.35</td>\n",
       "      <td>-0.35</td>\n",
       "      <td>-0.36</td>\n",
       "      <td>-0.36</td>\n",
       "      <td>-0.36</td>\n",
       "      <td>-0.37</td>\n",
       "      <td>-0.37</td>\n",
       "      <td>-0.37</td>\n",
       "      <td>-0.38</td>\n",
       "      <td>-0.38</td>\n",
       "      <td>-0.38</td>\n",
       "      <td>-0.39</td>\n",
       "      <td>-0.39</td>\n",
       "      <td>-0.40</td>\n",
       "      <td>-0.40</td>\n",
       "      <td>-0.40</td>\n",
       "      <td>-0.41</td>\n",
       "      <td>-0.41</td>\n",
       "      <td>-0.41</td>\n",
       "      <td>-0.42</td>\n",
       "      <td>-0.42</td>\n",
       "      <td>-0.42</td>\n",
       "      <td>-0.43</td>\n",
       "      <td>-0.43</td>\n",
       "      <td>-0.43</td>\n",
       "      <td>-0.44</td>\n",
       "      <td>-0.44</td>\n",
       "      <td>-0.45</td>\n",
       "      <td>-0.45</td>\n",
       "      <td>-0.45</td>\n",
       "      <td>-0.46</td>\n",
       "      <td>-0.46</td>\n",
       "      <td>-0.46</td>\n",
       "      <td>-0.47</td>\n",
       "      <td>-0.47</td>\n",
       "      <td>-0.48</td>\n",
       "      <td>-0.48</td>\n",
       "      <td>-0.48</td>\n",
       "      <td>-0.49</td>\n",
       "      <td>-0.49</td>\n",
       "      <td>-0.50</td>\n",
       "      <td>-0.50</td>\n",
       "      <td>-0.50</td>\n",
       "      <td>-0.51</td>\n",
       "      <td>-0.51</td>\n",
       "      <td>-0.52</td>\n",
       "      <td>-0.52</td>\n",
       "      <td>-0.52</td>\n",
       "      <td>-0.53</td>\n",
       "      <td>-0.53</td>\n",
       "      <td>-0.54</td>\n",
       "      <td>-0.54</td>\n",
       "      <td>-0.54</td>\n",
       "      <td>-0.55</td>\n",
       "      <td>-0.55</td>\n",
       "      <td>-0.56</td>\n",
       "      <td>-0.56</td>\n",
       "      <td>-0.57</td>\n",
       "      <td>-0.57</td>\n",
       "      <td>-0.58</td>\n",
       "      <td>-0.58</td>\n",
       "      <td>-0.58</td>\n",
       "      <td>-0.59</td>\n",
       "      <td>-0.59</td>\n",
       "      <td>-0.60</td>\n",
       "      <td>-0.60</td>\n",
       "      <td>-0.61</td>\n",
       "      <td>-0.61</td>\n",
       "      <td>-0.62</td>\n",
       "      <td>-0.62</td>\n",
       "      <td>-0.63</td>\n",
       "      <td>-0.63</td>\n",
       "      <td>-0.63</td>\n",
       "      <td>-0.64</td>\n",
       "      <td>-0.64</td>\n",
       "      <td>-0.65</td>\n",
       "      <td>-0.65</td>\n",
       "      <td>-0.66</td>\n",
       "      <td>-0.66</td>\n",
       "      <td>-0.67</td>\n",
       "      <td>-0.67</td>\n",
       "      <td>-0.68</td>\n",
       "      <td>-0.68</td>\n",
       "      <td>-0.69</td>\n",
       "      <td>-0.69</td>\n",
       "      <td>-0.70</td>\n",
       "      <td>-0.70</td>\n",
       "      <td>-0.71</td>\n",
       "      <td>-0.71</td>\n",
       "      <td>-0.72</td>\n",
       "      <td>-0.73</td>\n",
       "      <td>-0.73</td>\n",
       "      <td>-0.74</td>\n",
       "      <td>-0.74</td>\n",
       "      <td>-0.75</td>\n",
       "      <td>-0.75</td>\n",
       "      <td>-0.76</td>\n",
       "      <td>-0.76</td>\n",
       "      <td>-0.77</td>\n",
       "      <td>-0.77</td>\n",
       "      <td>-0.78</td>\n",
       "      <td>-0.79</td>\n",
       "      <td>-0.79</td>\n",
       "      <td>-0.80</td>\n",
       "      <td>-0.80</td>\n",
       "      <td>-0.81</td>\n",
       "      <td>-0.81</td>\n",
       "      <td>-0.82</td>\n",
       "      <td>-0.83</td>\n",
       "      <td>-0.83</td>\n",
       "      <td>-0.84</td>\n",
       "      <td>-0.84</td>\n",
       "      <td>-0.85</td>\n",
       "      <td>-0.86</td>\n",
       "      <td>-0.86</td>\n",
       "      <td>-0.87</td>\n",
       "      <td>-0.87</td>\n",
       "      <td>-0.88</td>\n",
       "      <td>-0.89</td>\n",
       "      <td>-0.89</td>\n",
       "      <td>-0.90</td>\n",
       "      <td>-0.91</td>\n",
       "      <td>-0.91</td>\n",
       "      <td>-0.92</td>\n",
       "      <td>-0.93</td>\n",
       "      <td>-0.93</td>\n",
       "      <td>-0.94</td>\n",
       "      <td>-0.95</td>\n",
       "      <td>-0.95</td>\n",
       "      <td>-0.96</td>\n",
       "      <td>-0.97</td>\n",
       "      <td>-0.97</td>\n",
       "      <td>-0.98</td>\n",
       "      <td>-0.99</td>\n",
       "      <td>-0.99</td>\n",
       "      <td>-1.00</td>\n",
       "      <td>-1.01</td>\n",
       "      <td>-1.02</td>\n",
       "      <td>-1.02</td>\n",
       "      <td>-1.03</td>\n",
       "      <td>-1.04</td>\n",
       "      <td>-1.05</td>\n",
       "      <td>-1.05</td>\n",
       "      <td>-1.06</td>\n",
       "      <td>-1.07</td>\n",
       "      <td>-1.08</td>\n",
       "      <td>-1.08</td>\n",
       "      <td>-1.09</td>\n",
       "      <td>-1.10</td>\n",
       "      <td>-1.11</td>\n",
       "      <td>-1.12</td>\n",
       "      <td>-1.12</td>\n",
       "      <td>-1.13</td>\n",
       "      <td>-1.14</td>\n",
       "      <td>-1.15</td>\n",
       "      <td>-1.16</td>\n",
       "      <td>-1.16</td>\n",
       "      <td>-1.17</td>\n",
       "      <td>-1.18</td>\n",
       "      <td>-1.19</td>\n",
       "      <td>-1.20</td>\n",
       "      <td>-1.21</td>\n",
       "      <td>-1.22</td>\n",
       "      <td>-1.22</td>\n",
       "      <td>-1.23</td>\n",
       "      <td>-1.24</td>\n",
       "      <td>-1.25</td>\n",
       "      <td>-1.26</td>\n",
       "      <td>-1.27</td>\n",
       "      <td>-1.28</td>\n",
       "      <td>-1.29</td>\n",
       "      <td>-1.30</td>\n",
       "      <td>-1.31</td>\n",
       "      <td>-1.32</td>\n",
       "      <td>-1.33</td>\n",
       "      <td>-1.34</td>\n",
       "      <td>-1.34</td>\n",
       "      <td>-1.35</td>\n",
       "      <td>-1.36</td>\n",
       "      <td>-1.37</td>\n",
       "      <td>-1.38</td>\n",
       "      <td>-1.39</td>\n",
       "      <td>-1.41</td>\n",
       "      <td>-1.42</td>\n",
       "      <td>-1.43</td>\n",
       "      <td>-1.44</td>\n",
       "      <td>-1.45</td>\n",
       "      <td>-1.46</td>\n",
       "      <td>-1.47</td>\n",
       "      <td>-1.48</td>\n",
       "      <td>-1.49</td>\n",
       "      <td>-1.50</td>\n",
       "      <td>-1.51</td>\n",
       "      <td>-1.52</td>\n",
       "      <td>-1.54</td>\n",
       "      <td>-1.55</td>\n",
       "      <td>-1.56</td>\n",
       "      <td>-1.57</td>\n",
       "      <td>-1.58</td>\n",
       "      <td>-1.59</td>\n",
       "      <td>-1.61</td>\n",
       "      <td>-1.62</td>\n",
       "      <td>-1.63</td>\n",
       "      <td>-1.64</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>PE_Quantity_Prom_No</th>\n",
       "      <td>-0.10</td>\n",
       "      <td>-0.10</td>\n",
       "      <td>-0.10</td>\n",
       "      <td>-0.10</td>\n",
       "      <td>-0.10</td>\n",
       "      <td>-0.11</td>\n",
       "      <td>-0.11</td>\n",
       "      <td>-0.11</td>\n",
       "      <td>-0.11</td>\n",
       "      <td>-0.11</td>\n",
       "      <td>-0.12</td>\n",
       "      <td>-0.12</td>\n",
       "      <td>-0.12</td>\n",
       "      <td>-0.12</td>\n",
       "      <td>-0.13</td>\n",
       "      <td>-0.13</td>\n",
       "      <td>-0.13</td>\n",
       "      <td>-0.13</td>\n",
       "      <td>-0.13</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>-0.15</td>\n",
       "      <td>-0.15</td>\n",
       "      <td>-0.15</td>\n",
       "      <td>-0.15</td>\n",
       "      <td>-0.16</td>\n",
       "      <td>-0.16</td>\n",
       "      <td>-0.16</td>\n",
       "      <td>-0.16</td>\n",
       "      <td>-0.16</td>\n",
       "      <td>-0.17</td>\n",
       "      <td>-0.17</td>\n",
       "      <td>-0.17</td>\n",
       "      <td>-0.17</td>\n",
       "      <td>-0.18</td>\n",
       "      <td>-0.18</td>\n",
       "      <td>-0.18</td>\n",
       "      <td>-0.18</td>\n",
       "      <td>-0.19</td>\n",
       "      <td>-0.19</td>\n",
       "      <td>-0.19</td>\n",
       "      <td>-0.19</td>\n",
       "      <td>-0.20</td>\n",
       "      <td>-0.20</td>\n",
       "      <td>-0.20</td>\n",
       "      <td>-0.20</td>\n",
       "      <td>-0.21</td>\n",
       "      <td>-0.21</td>\n",
       "      <td>-0.21</td>\n",
       "      <td>-0.21</td>\n",
       "      <td>-0.22</td>\n",
       "      <td>-0.22</td>\n",
       "      <td>-0.22</td>\n",
       "      <td>-0.22</td>\n",
       "      <td>-0.23</td>\n",
       "      <td>-0.23</td>\n",
       "      <td>-0.23</td>\n",
       "      <td>-0.23</td>\n",
       "      <td>-0.24</td>\n",
       "      <td>-0.24</td>\n",
       "      <td>-0.24</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>-0.26</td>\n",
       "      <td>-0.26</td>\n",
       "      <td>-0.26</td>\n",
       "      <td>-0.26</td>\n",
       "      <td>-0.27</td>\n",
       "      <td>-0.27</td>\n",
       "      <td>-0.27</td>\n",
       "      <td>-0.28</td>\n",
       "      <td>-0.28</td>\n",
       "      <td>-0.28</td>\n",
       "      <td>-0.28</td>\n",
       "      <td>-0.29</td>\n",
       "      <td>-0.29</td>\n",
       "      <td>-0.29</td>\n",
       "      <td>-0.30</td>\n",
       "      <td>-0.30</td>\n",
       "      <td>-0.30</td>\n",
       "      <td>-0.31</td>\n",
       "      <td>-0.31</td>\n",
       "      <td>-0.31</td>\n",
       "      <td>-0.31</td>\n",
       "      <td>-0.32</td>\n",
       "      <td>-0.32</td>\n",
       "      <td>-0.32</td>\n",
       "      <td>-0.33</td>\n",
       "      <td>-0.33</td>\n",
       "      <td>-0.33</td>\n",
       "      <td>-0.34</td>\n",
       "      <td>-0.34</td>\n",
       "      <td>-0.34</td>\n",
       "      <td>-0.34</td>\n",
       "      <td>-0.35</td>\n",
       "      <td>-0.35</td>\n",
       "      <td>-0.35</td>\n",
       "      <td>-0.36</td>\n",
       "      <td>-0.36</td>\n",
       "      <td>-0.36</td>\n",
       "      <td>-0.37</td>\n",
       "      <td>-0.37</td>\n",
       "      <td>-0.37</td>\n",
       "      <td>-0.38</td>\n",
       "      <td>-0.38</td>\n",
       "      <td>-0.38</td>\n",
       "      <td>-0.39</td>\n",
       "      <td>-0.39</td>\n",
       "      <td>-0.39</td>\n",
       "      <td>-0.40</td>\n",
       "      <td>-0.40</td>\n",
       "      <td>-0.40</td>\n",
       "      <td>-0.41</td>\n",
       "      <td>-0.41</td>\n",
       "      <td>-0.41</td>\n",
       "      <td>-0.42</td>\n",
       "      <td>-0.42</td>\n",
       "      <td>-0.43</td>\n",
       "      <td>-0.43</td>\n",
       "      <td>-0.43</td>\n",
       "      <td>-0.44</td>\n",
       "      <td>-0.44</td>\n",
       "      <td>-0.44</td>\n",
       "      <td>-0.45</td>\n",
       "      <td>-0.45</td>\n",
       "      <td>-0.45</td>\n",
       "      <td>-0.46</td>\n",
       "      <td>-0.46</td>\n",
       "      <td>-0.47</td>\n",
       "      <td>-0.47</td>\n",
       "      <td>-0.47</td>\n",
       "      <td>-0.48</td>\n",
       "      <td>-0.48</td>\n",
       "      <td>-0.48</td>\n",
       "      <td>-0.49</td>\n",
       "      <td>-0.49</td>\n",
       "      <td>-0.50</td>\n",
       "      <td>-0.50</td>\n",
       "      <td>-0.50</td>\n",
       "      <td>-0.51</td>\n",
       "      <td>-0.51</td>\n",
       "      <td>-0.52</td>\n",
       "      <td>-0.52</td>\n",
       "      <td>-0.52</td>\n",
       "      <td>-0.53</td>\n",
       "      <td>-0.53</td>\n",
       "      <td>-0.54</td>\n",
       "      <td>-0.54</td>\n",
       "      <td>-0.54</td>\n",
       "      <td>-0.55</td>\n",
       "      <td>-0.55</td>\n",
       "      <td>-0.56</td>\n",
       "      <td>-0.56</td>\n",
       "      <td>-0.57</td>\n",
       "      <td>-0.57</td>\n",
       "      <td>-0.57</td>\n",
       "      <td>-0.58</td>\n",
       "      <td>-0.58</td>\n",
       "      <td>-0.59</td>\n",
       "      <td>-0.59</td>\n",
       "      <td>-0.60</td>\n",
       "      <td>-0.60</td>\n",
       "      <td>-0.60</td>\n",
       "      <td>-0.61</td>\n",
       "      <td>-0.61</td>\n",
       "      <td>-0.62</td>\n",
       "      <td>-0.62</td>\n",
       "      <td>-0.63</td>\n",
       "      <td>-0.63</td>\n",
       "      <td>-0.64</td>\n",
       "      <td>-0.64</td>\n",
       "      <td>-0.65</td>\n",
       "      <td>-0.65</td>\n",
       "      <td>-0.66</td>\n",
       "      <td>-0.66</td>\n",
       "      <td>-0.67</td>\n",
       "      <td>-0.67</td>\n",
       "      <td>-0.67</td>\n",
       "      <td>-0.68</td>\n",
       "      <td>-0.68</td>\n",
       "      <td>-0.69</td>\n",
       "      <td>-0.69</td>\n",
       "      <td>-0.70</td>\n",
       "      <td>-0.70</td>\n",
       "      <td>-0.71</td>\n",
       "      <td>-0.71</td>\n",
       "      <td>-0.72</td>\n",
       "      <td>-0.73</td>\n",
       "      <td>-0.73</td>\n",
       "      <td>-0.74</td>\n",
       "      <td>-0.74</td>\n",
       "      <td>-0.75</td>\n",
       "      <td>-0.75</td>\n",
       "      <td>-0.76</td>\n",
       "      <td>-0.76</td>\n",
       "      <td>-0.77</td>\n",
       "      <td>-0.77</td>\n",
       "      <td>-0.78</td>\n",
       "      <td>-0.78</td>\n",
       "      <td>-0.79</td>\n",
       "      <td>-0.80</td>\n",
       "      <td>-0.80</td>\n",
       "      <td>-0.81</td>\n",
       "      <td>-0.81</td>\n",
       "      <td>-0.82</td>\n",
       "      <td>-0.82</td>\n",
       "      <td>-0.83</td>\n",
       "      <td>-0.84</td>\n",
       "      <td>-0.84</td>\n",
       "      <td>-0.85</td>\n",
       "      <td>-0.85</td>\n",
       "      <td>-0.86</td>\n",
       "      <td>-0.87</td>\n",
       "      <td>-0.87</td>\n",
       "      <td>-0.88</td>\n",
       "      <td>-0.88</td>\n",
       "      <td>-0.89</td>\n",
       "      <td>-0.90</td>\n",
       "      <td>-0.90</td>\n",
       "      <td>-0.91</td>\n",
       "      <td>-0.92</td>\n",
       "      <td>-0.92</td>\n",
       "      <td>-0.93</td>\n",
       "      <td>-0.93</td>\n",
       "      <td>-0.94</td>\n",
       "      <td>-0.95</td>\n",
       "      <td>-0.95</td>\n",
       "      <td>-0.96</td>\n",
       "      <td>-0.97</td>\n",
       "      <td>-0.97</td>\n",
       "      <td>-0.98</td>\n",
       "      <td>-0.99</td>\n",
       "      <td>-1.00</td>\n",
       "      <td>-1.00</td>\n",
       "      <td>-1.01</td>\n",
       "      <td>-1.02</td>\n",
       "      <td>-1.02</td>\n",
       "      <td>-1.03</td>\n",
       "      <td>-1.04</td>\n",
       "      <td>-1.05</td>\n",
       "      <td>-1.05</td>\n",
       "      <td>-1.06</td>\n",
       "      <td>-1.07</td>\n",
       "      <td>-1.07</td>\n",
       "      <td>-1.08</td>\n",
       "      <td>-1.09</td>\n",
       "      <td>-1.10</td>\n",
       "      <td>-1.11</td>\n",
       "      <td>-1.11</td>\n",
       "      <td>-1.12</td>\n",
       "      <td>-1.13</td>\n",
       "      <td>-1.14</td>\n",
       "      <td>-1.14</td>\n",
       "      <td>-1.15</td>\n",
       "      <td>-1.16</td>\n",
       "      <td>-1.17</td>\n",
       "      <td>-1.18</td>\n",
       "      <td>-1.19</td>\n",
       "      <td>-1.19</td>\n",
       "      <td>-1.20</td>\n",
       "      <td>-1.21</td>\n",
       "      <td>-1.22</td>\n",
       "      <td>-1.23</td>\n",
       "      <td>-1.24</td>\n",
       "      <td>-1.25</td>\n",
       "      <td>-1.25</td>\n",
       "      <td>-1.26</td>\n",
       "      <td>-1.27</td>\n",
       "      <td>-1.28</td>\n",
       "      <td>-1.29</td>\n",
       "      <td>-1.30</td>\n",
       "      <td>-1.31</td>\n",
       "      <td>-1.32</td>\n",
       "      <td>-1.33</td>\n",
       "      <td>-1.34</td>\n",
       "      <td>-1.35</td>\n",
       "      <td>-1.36</td>\n",
       "      <td>-1.37</td>\n",
       "      <td>-1.38</td>\n",
       "      <td>-1.39</td>\n",
       "      <td>-1.40</td>\n",
       "      <td>-1.41</td>\n",
       "      <td>-1.42</td>\n",
       "      <td>-1.43</td>\n",
       "      <td>-1.44</td>\n",
       "      <td>-1.45</td>\n",
       "      <td>-1.46</td>\n",
       "      <td>-1.47</td>\n",
       "      <td>-1.48</td>\n",
       "      <td>-1.49</td>\n",
       "      <td>-1.50</td>\n",
       "      <td>-1.51</td>\n",
       "      <td>-1.52</td>\n",
       "      <td>-1.53</td>\n",
       "      <td>-1.54</td>\n",
       "      <td>-1.56</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                             0     1     2     3     4     5  \\\n",
       "Price_Point                               0.50  0.51  0.52  0.53  0.54  0.55   \n",
       "Mean_PE                                  -0.10 -0.10 -0.10 -0.11 -0.11 -0.12   \n",
       "PE_Segment_0_FO                          -0.03 -0.03 -0.04 -0.04 -0.04 -0.04   \n",
       "PE_Segment_1_Cf                          -0.12 -0.12 -0.13 -0.13 -0.14 -0.14   \n",
       "PE_Segment_2_Strd                        -0.21 -0.22 -0.22 -0.23 -0.24 -0.25   \n",
       "PE_Segment_3_WO                          -0.17 -0.17 -0.18 -0.18 -0.19 -0.19   \n",
       "Elasticity_Promotion_1                   -0.13 -0.13 -0.13 -0.14 -0.14 -0.15   \n",
       "Elasticity_Promotion_0                   -0.20 -0.20 -0.21 -0.21 -0.22 -0.23   \n",
       "Brand5_own_Avg                           -0.05 -0.05 -0.05 -0.05 -0.06 -0.06   \n",
       "Brand5_Cross_Brand_4_Avg                  0.33  0.34  0.34  0.35  0.35  0.36   \n",
       "Brand5_own_PE_WellOff                    -0.30 -0.30 -0.31 -0.32 -0.32 -0.33   \n",
       "Brand5_Cross_Brand_4_WellOff              0.48  0.49  0.50  0.51  0.52  0.53   \n",
       "Brand5_own_PE_Standard                   -0.00 -0.00 -0.00 -0.00 -0.00 -0.00   \n",
       "Brand5_Cross_Brand_4_Standard             0.17  0.17  0.18  0.18  0.18  0.18   \n",
       "Brand5_own_PE_Career_Focused             -0.04 -0.04 -0.04 -0.04 -0.04 -0.04   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.20  0.20  0.20  0.20  0.21  0.21   \n",
       "Brand5_own_PE_Fewer_Opportunities        -0.12 -0.12 -0.12 -0.12 -0.13 -0.13   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.17  0.18  0.18  0.18  0.18  0.18   \n",
       "PE_Quantity_Prom_Yes                     -0.10 -0.10 -0.10 -0.10 -0.11 -0.11   \n",
       "PE_Quantity_Prom_No                      -0.10 -0.10 -0.10 -0.10 -0.10 -0.11   \n",
       "\n",
       "                                             6     7     8     9    10    11  \\\n",
       "Price_Point                               0.56  0.57  0.58  0.59  0.60  0.61   \n",
       "Mean_PE                                  -0.12 -0.13 -0.13 -0.14 -0.14 -0.15   \n",
       "PE_Segment_0_FO                          -0.04 -0.05 -0.05 -0.05 -0.06 -0.06   \n",
       "PE_Segment_1_Cf                          -0.15 -0.15 -0.15 -0.16 -0.16 -0.17   \n",
       "PE_Segment_2_Strd                        -0.25 -0.26 -0.27 -0.27 -0.28 -0.29   \n",
       "PE_Segment_3_WO                          -0.20 -0.20 -0.21 -0.21 -0.22 -0.22   \n",
       "Elasticity_Promotion_1                   -0.15 -0.16 -0.16 -0.17 -0.17 -0.18   \n",
       "Elasticity_Promotion_0                   -0.23 -0.24 -0.25 -0.25 -0.26 -0.27   \n",
       "Brand5_own_Avg                           -0.06 -0.06 -0.06 -0.06 -0.07 -0.07   \n",
       "Brand5_Cross_Brand_4_Avg                  0.36  0.37  0.37  0.38  0.38  0.39   \n",
       "Brand5_own_PE_WellOff                    -0.33 -0.34 -0.35 -0.35 -0.36 -0.36   \n",
       "Brand5_Cross_Brand_4_WellOff              0.54  0.55  0.56  0.57  0.57  0.58   \n",
       "Brand5_own_PE_Standard                   -0.00 -0.00 -0.00 -0.00 -0.00 -0.00   \n",
       "Brand5_Cross_Brand_4_Standard             0.19  0.19  0.19  0.19  0.19  0.20   \n",
       "Brand5_own_PE_Career_Focused             -0.05 -0.05 -0.05 -0.05 -0.05 -0.05   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.21  0.21  0.21  0.22  0.22  0.22   \n",
       "Brand5_own_PE_Fewer_Opportunities        -0.13 -0.14 -0.14 -0.14 -0.15 -0.15   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.19  0.19  0.19  0.19  0.19  0.19   \n",
       "PE_Quantity_Prom_Yes                     -0.11 -0.11 -0.12 -0.12 -0.12 -0.12   \n",
       "PE_Quantity_Prom_No                      -0.11 -0.11 -0.11 -0.11 -0.12 -0.12   \n",
       "\n",
       "                                            12    13    14    15    16    17  \\\n",
       "Price_Point                               0.62  0.63  0.64  0.65  0.66  0.67   \n",
       "Mean_PE                                  -0.15 -0.16 -0.17 -0.17 -0.18 -0.19   \n",
       "PE_Segment_0_FO                          -0.06 -0.06 -0.07 -0.07 -0.07 -0.08   \n",
       "PE_Segment_1_Cf                          -0.18 -0.18 -0.19 -0.19 -0.20 -0.20   \n",
       "PE_Segment_2_Strd                        -0.30 -0.31 -0.31 -0.32 -0.33 -0.34   \n",
       "PE_Segment_3_WO                          -0.23 -0.24 -0.24 -0.25 -0.25 -0.26   \n",
       "Elasticity_Promotion_1                   -0.18 -0.19 -0.19 -0.20 -0.20 -0.21   \n",
       "Elasticity_Promotion_0                   -0.28 -0.28 -0.29 -0.30 -0.31 -0.31   \n",
       "Brand5_own_Avg                           -0.07 -0.07 -0.07 -0.08 -0.08 -0.08   \n",
       "Brand5_Cross_Brand_4_Avg                  0.39  0.40  0.40  0.40  0.41  0.41   \n",
       "Brand5_own_PE_WellOff                    -0.37 -0.38 -0.38 -0.39 -0.40 -0.40   \n",
       "Brand5_Cross_Brand_4_WellOff              0.59  0.60  0.61  0.62  0.63  0.64   \n",
       "Brand5_own_PE_Standard                   -0.00 -0.00 -0.00 -0.00 -0.00 -0.00   \n",
       "Brand5_Cross_Brand_4_Standard             0.20  0.20  0.20  0.20  0.20  0.21   \n",
       "Brand5_own_PE_Career_Focused             -0.05 -0.05 -0.05 -0.06 -0.06 -0.06   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.22  0.22  0.23  0.23  0.23  0.23   \n",
       "Brand5_own_PE_Fewer_Opportunities        -0.15 -0.16 -0.16 -0.16 -0.17 -0.17   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.20  0.20  0.20  0.20  0.20  0.20   \n",
       "PE_Quantity_Prom_Yes                     -0.12 -0.13 -0.13 -0.13 -0.13 -0.14   \n",
       "PE_Quantity_Prom_No                      -0.12 -0.12 -0.13 -0.13 -0.13 -0.13   \n",
       "\n",
       "                                            18    19    20    21    22    23  \\\n",
       "Price_Point                               0.68  0.69  0.70  0.71  0.72  0.73   \n",
       "Mean_PE                                  -0.19 -0.20 -0.21 -0.21 -0.22 -0.23   \n",
       "PE_Segment_0_FO                          -0.08 -0.09 -0.09 -0.10 -0.10 -0.11   \n",
       "PE_Segment_1_Cf                          -0.21 -0.22 -0.22 -0.23 -0.23 -0.24   \n",
       "PE_Segment_2_Strd                        -0.35 -0.36 -0.36 -0.37 -0.38 -0.39   \n",
       "PE_Segment_3_WO                          -0.27 -0.27 -0.28 -0.28 -0.29 -0.30   \n",
       "Elasticity_Promotion_1                   -0.21 -0.22 -0.22 -0.23 -0.24 -0.24   \n",
       "Elasticity_Promotion_0                   -0.32 -0.33 -0.34 -0.35 -0.36 -0.36   \n",
       "Brand5_own_Avg                           -0.08 -0.08 -0.09 -0.09 -0.09 -0.09   \n",
       "Brand5_Cross_Brand_4_Avg                  0.42  0.42  0.43  0.43  0.43  0.44   \n",
       "Brand5_own_PE_WellOff                    -0.41 -0.41 -0.42 -0.43 -0.43 -0.44   \n",
       "Brand5_Cross_Brand_4_WellOff              0.65  0.66  0.66  0.67  0.68  0.69   \n",
       "Brand5_own_PE_Standard                   -0.00 -0.00 -0.00 -0.00 -0.00 -0.00   \n",
       "Brand5_Cross_Brand_4_Standard             0.21  0.21  0.21  0.21  0.21  0.21   \n",
       "Brand5_own_PE_Career_Focused             -0.06 -0.06 -0.06 -0.06 -0.06 -0.06   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.23  0.23  0.24  0.24  0.24  0.24   \n",
       "Brand5_own_PE_Fewer_Opportunities        -0.18 -0.18 -0.18 -0.19 -0.19 -0.19   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.20  0.20  0.21  0.21  0.21  0.21   \n",
       "PE_Quantity_Prom_Yes                     -0.14 -0.14 -0.14 -0.14 -0.15 -0.15   \n",
       "PE_Quantity_Prom_No                      -0.13 -0.14 -0.14 -0.14 -0.14 -0.15   \n",
       "\n",
       "                                            24    25    26    27    28    29  \\\n",
       "Price_Point                               0.74  0.75  0.76  0.77  0.78  0.79   \n",
       "Mean_PE                                  -0.24 -0.24 -0.25 -0.26 -0.27 -0.28   \n",
       "PE_Segment_0_FO                          -0.11 -0.12 -0.12 -0.13 -0.13 -0.14   \n",
       "PE_Segment_1_Cf                          -0.25 -0.25 -0.26 -0.27 -0.28 -0.28   \n",
       "PE_Segment_2_Strd                        -0.40 -0.41 -0.42 -0.43 -0.44 -0.45   \n",
       "PE_Segment_3_WO                          -0.30 -0.31 -0.32 -0.33 -0.33 -0.34   \n",
       "Elasticity_Promotion_1                   -0.25 -0.25 -0.26 -0.27 -0.27 -0.28   \n",
       "Elasticity_Promotion_0                   -0.37 -0.38 -0.39 -0.40 -0.41 -0.42   \n",
       "Brand5_own_Avg                           -0.10 -0.10 -0.10 -0.10 -0.11 -0.11   \n",
       "Brand5_Cross_Brand_4_Avg                  0.44  0.45  0.45  0.45  0.46  0.46   \n",
       "Brand5_own_PE_WellOff                    -0.45 -0.45 -0.46 -0.47 -0.47 -0.48   \n",
       "Brand5_Cross_Brand_4_WellOff              0.70  0.71  0.72  0.73  0.74  0.74   \n",
       "Brand5_own_PE_Standard                   -0.00 -0.00 -0.00 -0.00 -0.00 -0.00   \n",
       "Brand5_Cross_Brand_4_Standard             0.22  0.22  0.22  0.22  0.22  0.22   \n",
       "Brand5_own_PE_Career_Focused             -0.07 -0.07 -0.07 -0.07 -0.07 -0.07   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.24  0.24  0.24  0.25  0.25  0.25   \n",
       "Brand5_own_PE_Fewer_Opportunities        -0.20 -0.20 -0.21 -0.21 -0.22 -0.22   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.21  0.21  0.21  0.21  0.21  0.21   \n",
       "PE_Quantity_Prom_Yes                     -0.15 -0.15 -0.16 -0.16 -0.16 -0.16   \n",
       "PE_Quantity_Prom_No                      -0.15 -0.15 -0.15 -0.16 -0.16 -0.16   \n",
       "\n",
       "                                            30    31    32    33    34    35  \\\n",
       "Price_Point                               0.80  0.81  0.82  0.83  0.84  0.85   \n",
       "Mean_PE                                  -0.29 -0.30 -0.31 -0.32 -0.33 -0.34   \n",
       "PE_Segment_0_FO                          -0.15 -0.15 -0.16 -0.17 -0.18 -0.19   \n",
       "PE_Segment_1_Cf                          -0.29 -0.30 -0.31 -0.31 -0.32 -0.33   \n",
       "PE_Segment_2_Strd                        -0.46 -0.47 -0.48 -0.49 -0.50 -0.51   \n",
       "PE_Segment_3_WO                          -0.35 -0.35 -0.36 -0.37 -0.38 -0.38   \n",
       "Elasticity_Promotion_1                   -0.29 -0.29 -0.30 -0.31 -0.32 -0.32   \n",
       "Elasticity_Promotion_0                   -0.43 -0.44 -0.45 -0.46 -0.47 -0.48   \n",
       "Brand5_own_Avg                           -0.11 -0.11 -0.12 -0.12 -0.12 -0.12   \n",
       "Brand5_Cross_Brand_4_Avg                  0.46  0.47  0.47  0.47  0.48  0.48   \n",
       "Brand5_own_PE_WellOff                    -0.49 -0.49 -0.50 -0.50 -0.51 -0.52   \n",
       "Brand5_Cross_Brand_4_WellOff              0.75  0.76  0.77  0.78  0.79  0.80   \n",
       "Brand5_own_PE_Standard                   -0.01 -0.01 -0.01 -0.01 -0.01 -0.01   \n",
       "Brand5_Cross_Brand_4_Standard             0.22  0.22  0.22  0.23  0.23  0.23   \n",
       "Brand5_own_PE_Career_Focused             -0.07 -0.08 -0.08 -0.08 -0.08 -0.08   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.25  0.25  0.25  0.25  0.25  0.25   \n",
       "Brand5_own_PE_Fewer_Opportunities        -0.22 -0.23 -0.23 -0.24 -0.24 -0.25   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.21  0.22  0.22  0.22  0.22  0.22   \n",
       "PE_Quantity_Prom_Yes                     -0.17 -0.17 -0.17 -0.17 -0.18 -0.18   \n",
       "PE_Quantity_Prom_No                      -0.16 -0.16 -0.17 -0.17 -0.17 -0.17   \n",
       "\n",
       "                                            36    37    38    39    40    41  \\\n",
       "Price_Point                               0.86  0.87  0.88  0.89  0.90  0.91   \n",
       "Mean_PE                                  -0.35 -0.36 -0.37 -0.38 -0.39 -0.41   \n",
       "PE_Segment_0_FO                          -0.19 -0.20 -0.21 -0.22 -0.23 -0.24   \n",
       "PE_Segment_1_Cf                          -0.34 -0.35 -0.36 -0.37 -0.37 -0.38   \n",
       "PE_Segment_2_Strd                        -0.52 -0.53 -0.54 -0.55 -0.56 -0.58   \n",
       "PE_Segment_3_WO                          -0.39 -0.40 -0.41 -0.42 -0.42 -0.43   \n",
       "Elasticity_Promotion_1                   -0.33 -0.34 -0.35 -0.35 -0.36 -0.37   \n",
       "Elasticity_Promotion_0                   -0.49 -0.50 -0.51 -0.52 -0.53 -0.54   \n",
       "Brand5_own_Avg                           -0.13 -0.13 -0.13 -0.14 -0.14 -0.14   \n",
       "Brand5_Cross_Brand_4_Avg                  0.48  0.49  0.49  0.49  0.50  0.50   \n",
       "Brand5_own_PE_WellOff                    -0.52 -0.53 -0.54 -0.54 -0.55 -0.56   \n",
       "Brand5_Cross_Brand_4_WellOff              0.81  0.81  0.82  0.83  0.84  0.85   \n",
       "Brand5_own_PE_Standard                   -0.01 -0.01 -0.01 -0.01 -0.01 -0.01   \n",
       "Brand5_Cross_Brand_4_Standard             0.23  0.23  0.23  0.23  0.23  0.23   \n",
       "Brand5_own_PE_Career_Focused             -0.08 -0.08 -0.08 -0.09 -0.09 -0.09   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.26  0.26  0.26  0.26  0.26  0.26   \n",
       "Brand5_own_PE_Fewer_Opportunities        -0.25 -0.25 -0.26 -0.26 -0.27 -0.27   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.22  0.22  0.22  0.22  0.22  0.22   \n",
       "PE_Quantity_Prom_Yes                     -0.18 -0.18 -0.19 -0.19 -0.19 -0.19   \n",
       "PE_Quantity_Prom_No                      -0.18 -0.18 -0.18 -0.18 -0.19 -0.19   \n",
       "\n",
       "                                            42    43    44    45    46    47  \\\n",
       "Price_Point                               0.92  0.93  0.94  0.95  0.96  0.97   \n",
       "Mean_PE                                  -0.42 -0.43 -0.44 -0.46 -0.47 -0.48   \n",
       "PE_Segment_0_FO                          -0.25 -0.27 -0.28 -0.29 -0.30 -0.32   \n",
       "PE_Segment_1_Cf                          -0.39 -0.40 -0.41 -0.42 -0.43 -0.44   \n",
       "PE_Segment_2_Strd                        -0.59 -0.60 -0.61 -0.62 -0.63 -0.65   \n",
       "PE_Segment_3_WO                          -0.44 -0.45 -0.46 -0.47 -0.47 -0.48   \n",
       "Elasticity_Promotion_1                   -0.38 -0.39 -0.39 -0.40 -0.41 -0.42   \n",
       "Elasticity_Promotion_0                   -0.55 -0.56 -0.57 -0.58 -0.59 -0.60   \n",
       "Brand5_own_Avg                           -0.15 -0.15 -0.15 -0.16 -0.16 -0.16   \n",
       "Brand5_Cross_Brand_4_Avg                  0.50  0.51  0.51  0.51  0.51  0.52   \n",
       "Brand5_own_PE_WellOff                    -0.56 -0.57 -0.58 -0.59 -0.59 -0.60   \n",
       "Brand5_Cross_Brand_4_WellOff              0.86  0.87  0.87  0.88  0.89  0.90   \n",
       "Brand5_own_PE_Standard                   -0.01 -0.01 -0.01 -0.01 -0.01 -0.01   \n",
       "Brand5_Cross_Brand_4_Standard             0.23  0.23  0.23  0.23  0.24  0.24   \n",
       "Brand5_own_PE_Career_Focused             -0.09 -0.09 -0.09 -0.10 -0.10 -0.10   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.26  0.26  0.26  0.26  0.26  0.26   \n",
       "Brand5_own_PE_Fewer_Opportunities        -0.28 -0.28 -0.29 -0.29 -0.30 -0.30   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.22  0.22  0.22  0.22  0.22  0.22   \n",
       "PE_Quantity_Prom_Yes                     -0.20 -0.20 -0.20 -0.20 -0.21 -0.21   \n",
       "PE_Quantity_Prom_No                      -0.19 -0.19 -0.20 -0.20 -0.20 -0.20   \n",
       "\n",
       "                                            48    49    50    51    52    53  \\\n",
       "Price_Point                               0.98  0.99  1.00  1.01  1.02  1.03   \n",
       "Mean_PE                                  -0.50 -0.51 -0.53 -0.54 -0.56 -0.57   \n",
       "PE_Segment_0_FO                          -0.33 -0.34 -0.36 -0.37 -0.39 -0.41   \n",
       "PE_Segment_1_Cf                          -0.45 -0.46 -0.47 -0.48 -0.49 -0.51   \n",
       "PE_Segment_2_Strd                        -0.66 -0.67 -0.68 -0.70 -0.71 -0.72   \n",
       "PE_Segment_3_WO                          -0.49 -0.50 -0.51 -0.52 -0.53 -0.54   \n",
       "Elasticity_Promotion_1                   -0.43 -0.44 -0.45 -0.46 -0.47 -0.48   \n",
       "Elasticity_Promotion_0                   -0.62 -0.63 -0.64 -0.65 -0.66 -0.68   \n",
       "Brand5_own_Avg                           -0.17 -0.17 -0.17 -0.18 -0.18 -0.18   \n",
       "Brand5_Cross_Brand_4_Avg                  0.52  0.52  0.52  0.53  0.53  0.53   \n",
       "Brand5_own_PE_WellOff                    -0.61 -0.61 -0.62 -0.63 -0.63 -0.64   \n",
       "Brand5_Cross_Brand_4_WellOff              0.91  0.92  0.92  0.93  0.94  0.95   \n",
       "Brand5_own_PE_Standard                   -0.01 -0.01 -0.01 -0.01 -0.02 -0.02   \n",
       "Brand5_Cross_Brand_4_Standard             0.24  0.24  0.24  0.24  0.24  0.24   \n",
       "Brand5_own_PE_Career_Focused             -0.10 -0.10 -0.10 -0.10 -0.11 -0.11   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.26  0.26  0.26  0.26  0.27  0.27   \n",
       "Brand5_own_PE_Fewer_Opportunities        -0.31 -0.31 -0.32 -0.32 -0.33 -0.34   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.22  0.22  0.22  0.22  0.22  0.22   \n",
       "PE_Quantity_Prom_Yes                     -0.21 -0.21 -0.22 -0.22 -0.22 -0.22   \n",
       "PE_Quantity_Prom_No                      -0.21 -0.21 -0.21 -0.21 -0.22 -0.22   \n",
       "\n",
       "                                            54    55    56    57    58    59  \\\n",
       "Price_Point                               1.04  1.05  1.06  1.07  1.08  1.09   \n",
       "Mean_PE                                  -0.59 -0.61 -0.62 -0.64 -0.66 -0.67   \n",
       "PE_Segment_0_FO                          -0.42 -0.44 -0.46 -0.48 -0.50 -0.52   \n",
       "PE_Segment_1_Cf                          -0.52 -0.53 -0.54 -0.55 -0.56 -0.58   \n",
       "PE_Segment_2_Strd                        -0.73 -0.75 -0.76 -0.77 -0.79 -0.80   \n",
       "PE_Segment_3_WO                          -0.55 -0.56 -0.57 -0.58 -0.59 -0.60   \n",
       "Elasticity_Promotion_1                   -0.48 -0.49 -0.50 -0.51 -0.52 -0.53   \n",
       "Elasticity_Promotion_0                   -0.69 -0.70 -0.71 -0.73 -0.74 -0.75   \n",
       "Brand5_own_Avg                           -0.19 -0.19 -0.20 -0.20 -0.20 -0.21   \n",
       "Brand5_Cross_Brand_4_Avg                  0.53  0.53  0.54  0.54  0.54  0.54   \n",
       "Brand5_own_PE_WellOff                    -0.65 -0.66 -0.66 -0.67 -0.68 -0.68   \n",
       "Brand5_Cross_Brand_4_WellOff              0.96  0.97  0.97  0.98  0.99  1.00   \n",
       "Brand5_own_PE_Standard                   -0.02 -0.02 -0.02 -0.02 -0.02 -0.02   \n",
       "Brand5_Cross_Brand_4_Standard             0.24  0.24  0.24  0.24  0.24  0.24   \n",
       "Brand5_own_PE_Career_Focused             -0.11 -0.11 -0.11 -0.11 -0.12 -0.12   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.27  0.27  0.27  0.27  0.27  0.27   \n",
       "Brand5_own_PE_Fewer_Opportunities        -0.34 -0.35 -0.35 -0.36 -0.36 -0.37   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.22  0.22  0.22  0.22  0.22  0.22   \n",
       "PE_Quantity_Prom_Yes                     -0.23 -0.23 -0.23 -0.24 -0.24 -0.24   \n",
       "PE_Quantity_Prom_No                      -0.22 -0.22 -0.23 -0.23 -0.23 -0.23   \n",
       "\n",
       "                                            60    61    62    63    64    65  \\\n",
       "Price_Point                               1.10  1.11  1.12  1.13  1.14  1.15   \n",
       "Mean_PE                                  -0.69 -0.71 -0.73 -0.75 -0.77 -0.79   \n",
       "PE_Segment_0_FO                          -0.54 -0.56 -0.59 -0.61 -0.64 -0.66   \n",
       "PE_Segment_1_Cf                          -0.59 -0.60 -0.61 -0.63 -0.64 -0.65   \n",
       "PE_Segment_2_Strd                        -0.81 -0.83 -0.84 -0.85 -0.87 -0.88   \n",
       "PE_Segment_3_WO                          -0.60 -0.61 -0.63 -0.64 -0.65 -0.66   \n",
       "Elasticity_Promotion_1                   -0.54 -0.56 -0.57 -0.58 -0.59 -0.60   \n",
       "Elasticity_Promotion_0                   -0.76 -0.78 -0.79 -0.80 -0.82 -0.83   \n",
       "Brand5_own_Avg                           -0.21 -0.22 -0.22 -0.22 -0.23 -0.23   \n",
       "Brand5_Cross_Brand_4_Avg                  0.54  0.55  0.55  0.55  0.55  0.55   \n",
       "Brand5_own_PE_WellOff                    -0.69 -0.70 -0.71 -0.71 -0.72 -0.73   \n",
       "Brand5_Cross_Brand_4_WellOff              1.01  1.01  1.02  1.03  1.04  1.05   \n",
       "Brand5_own_PE_Standard                   -0.02 -0.02 -0.03 -0.03 -0.03 -0.03   \n",
       "Brand5_Cross_Brand_4_Standard             0.24  0.24  0.24  0.24  0.24  0.24   \n",
       "Brand5_own_PE_Career_Focused             -0.12 -0.12 -0.12 -0.12 -0.13 -0.13   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.27  0.27  0.27  0.27  0.27  0.27   \n",
       "Brand5_own_PE_Fewer_Opportunities        -0.38 -0.38 -0.39 -0.39 -0.40 -0.41   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.22  0.22  0.22  0.22  0.22  0.22   \n",
       "PE_Quantity_Prom_Yes                     -0.24 -0.25 -0.25 -0.25 -0.25 -0.26   \n",
       "PE_Quantity_Prom_No                      -0.24 -0.24 -0.24 -0.25 -0.25 -0.25   \n",
       "\n",
       "                                            66    67    68    69    70    71  \\\n",
       "Price_Point                               1.16  1.17  1.18  1.19  1.20  1.21   \n",
       "Mean_PE                                  -0.81 -0.83 -0.85 -0.87 -0.89 -0.91   \n",
       "PE_Segment_0_FO                          -0.69 -0.71 -0.74 -0.77 -0.80 -0.83   \n",
       "PE_Segment_1_Cf                          -0.66 -0.68 -0.69 -0.71 -0.72 -0.73   \n",
       "PE_Segment_2_Strd                        -0.90 -0.91 -0.93 -0.94 -0.96 -0.97   \n",
       "PE_Segment_3_WO                          -0.67 -0.68 -0.69 -0.70 -0.71 -0.72   \n",
       "Elasticity_Promotion_1                   -0.61 -0.62 -0.63 -0.64 -0.66 -0.67   \n",
       "Elasticity_Promotion_0                   -0.84 -0.86 -0.87 -0.89 -0.90 -0.92   \n",
       "Brand5_own_Avg                           -0.24 -0.24 -0.25 -0.25 -0.26 -0.26   \n",
       "Brand5_Cross_Brand_4_Avg                  0.55  0.56  0.56  0.56  0.56  0.56   \n",
       "Brand5_own_PE_WellOff                    -0.74 -0.74 -0.75 -0.76 -0.77 -0.77   \n",
       "Brand5_Cross_Brand_4_WellOff              1.05  1.06  1.07  1.08  1.08  1.09   \n",
       "Brand5_own_PE_Standard                   -0.03 -0.03 -0.03 -0.03 -0.04 -0.04   \n",
       "Brand5_Cross_Brand_4_Standard             0.24  0.24  0.24  0.24  0.24  0.24   \n",
       "Brand5_own_PE_Career_Focused             -0.13 -0.13 -0.13 -0.14 -0.14 -0.14   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.27  0.27  0.27  0.27  0.27  0.27   \n",
       "Brand5_own_PE_Fewer_Opportunities        -0.41 -0.42 -0.43 -0.43 -0.44 -0.45   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.22  0.22  0.22  0.22  0.22  0.22   \n",
       "PE_Quantity_Prom_Yes                     -0.26 -0.26 -0.27 -0.27 -0.27 -0.27   \n",
       "PE_Quantity_Prom_No                      -0.25 -0.26 -0.26 -0.26 -0.26 -0.27   \n",
       "\n",
       "                                            72    73    74    75    76    77  \\\n",
       "Price_Point                               1.22  1.23  1.24  1.25  1.26  1.27   \n",
       "Mean_PE                                  -0.94 -0.96 -0.98 -1.00 -1.03 -1.05   \n",
       "PE_Segment_0_FO                          -0.86 -0.90 -0.93 -0.96 -1.00 -1.04   \n",
       "PE_Segment_1_Cf                          -0.75 -0.76 -0.78 -0.79 -0.81 -0.82   \n",
       "PE_Segment_2_Strd                        -0.98 -1.00 -1.02 -1.03 -1.05 -1.06   \n",
       "PE_Segment_3_WO                          -0.73 -0.74 -0.75 -0.76 -0.78 -0.79   \n",
       "Elasticity_Promotion_1                   -0.68 -0.69 -0.70 -0.72 -0.73 -0.74   \n",
       "Elasticity_Promotion_0                   -0.93 -0.94 -0.96 -0.97 -0.99 -1.00   \n",
       "Brand5_own_Avg                           -0.27 -0.27 -0.28 -0.28 -0.29 -0.29   \n",
       "Brand5_Cross_Brand_4_Avg                  0.56  0.56  0.56  0.56  0.57  0.57   \n",
       "Brand5_own_PE_WellOff                    -0.78 -0.79 -0.80 -0.80 -0.81 -0.82   \n",
       "Brand5_Cross_Brand_4_WellOff              1.10  1.11  1.12  1.12  1.13  1.14   \n",
       "Brand5_own_PE_Standard                   -0.04 -0.04 -0.04 -0.05 -0.05 -0.05   \n",
       "Brand5_Cross_Brand_4_Standard             0.24  0.24  0.24  0.24  0.24  0.24   \n",
       "Brand5_own_PE_Career_Focused             -0.14 -0.14 -0.15 -0.15 -0.15 -0.15   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.27  0.27  0.27  0.27  0.26  0.26   \n",
       "Brand5_own_PE_Fewer_Opportunities        -0.45 -0.46 -0.47 -0.48 -0.48 -0.49   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.22  0.21  0.21  0.21  0.21  0.21   \n",
       "PE_Quantity_Prom_Yes                     -0.28 -0.28 -0.28 -0.29 -0.29 -0.29   \n",
       "PE_Quantity_Prom_No                      -0.27 -0.27 -0.28 -0.28 -0.28 -0.28   \n",
       "\n",
       "                                            78    79    80    81    82    83  \\\n",
       "Price_Point                               1.28  1.29  1.30  1.31  1.32  1.33   \n",
       "Mean_PE                                  -1.08 -1.10 -1.13 -1.15 -1.18 -1.20   \n",
       "PE_Segment_0_FO                          -1.07 -1.11 -1.15 -1.19 -1.23 -1.28   \n",
       "PE_Segment_1_Cf                          -0.84 -0.85 -0.87 -0.89 -0.90 -0.92   \n",
       "PE_Segment_2_Strd                        -1.08 -1.09 -1.11 -1.12 -1.14 -1.16   \n",
       "PE_Segment_3_WO                          -0.80 -0.81 -0.82 -0.83 -0.84 -0.86   \n",
       "Elasticity_Promotion_1                   -0.75 -0.77 -0.78 -0.79 -0.80 -0.82   \n",
       "Elasticity_Promotion_0                   -1.02 -1.03 -1.05 -1.06 -1.08 -1.09   \n",
       "Brand5_own_Avg                           -0.30 -0.30 -0.31 -0.32 -0.32 -0.33   \n",
       "Brand5_Cross_Brand_4_Avg                  0.57  0.57  0.57  0.57  0.57  0.57   \n",
       "Brand5_own_PE_WellOff                    -0.83 -0.84 -0.84 -0.85 -0.86 -0.87   \n",
       "Brand5_Cross_Brand_4_WellOff              1.15  1.15  1.16  1.17  1.18  1.18   \n",
       "Brand5_own_PE_Standard                   -0.05 -0.06 -0.06 -0.06 -0.06 -0.07   \n",
       "Brand5_Cross_Brand_4_Standard             0.24  0.24  0.24  0.24  0.24  0.24   \n",
       "Brand5_own_PE_Career_Focused             -0.15 -0.16 -0.16 -0.16 -0.16 -0.16   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.26  0.26  0.26  0.26  0.26  0.26   \n",
       "Brand5_own_PE_Fewer_Opportunities        -0.50 -0.50 -0.51 -0.52 -0.53 -0.53   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.21  0.21  0.21  0.21  0.21  0.21   \n",
       "PE_Quantity_Prom_Yes                     -0.30 -0.30 -0.30 -0.30 -0.31 -0.31   \n",
       "PE_Quantity_Prom_No                      -0.29 -0.29 -0.29 -0.30 -0.30 -0.30   \n",
       "\n",
       "                                            84    85    86    87    88    89  \\\n",
       "Price_Point                               1.34  1.35  1.36  1.37  1.38  1.39   \n",
       "Mean_PE                                  -1.23 -1.26 -1.29 -1.31 -1.34 -1.37   \n",
       "PE_Segment_0_FO                          -1.32 -1.37 -1.41 -1.46 -1.51 -1.56   \n",
       "PE_Segment_1_Cf                          -0.93 -0.95 -0.97 -0.98 -1.00 -1.02   \n",
       "PE_Segment_2_Strd                        -1.17 -1.19 -1.20 -1.22 -1.24 -1.25   \n",
       "PE_Segment_3_WO                          -0.87 -0.88 -0.89 -0.91 -0.92 -0.93   \n",
       "Elasticity_Promotion_1                   -0.83 -0.84 -0.86 -0.87 -0.89 -0.90   \n",
       "Elasticity_Promotion_0                   -1.11 -1.13 -1.14 -1.16 -1.17 -1.19   \n",
       "Brand5_own_Avg                           -0.33 -0.34 -0.35 -0.35 -0.36 -0.36   \n",
       "Brand5_Cross_Brand_4_Avg                  0.57  0.57  0.57  0.57  0.57  0.57   \n",
       "Brand5_own_PE_WellOff                    -0.88 -0.88 -0.89 -0.90 -0.91 -0.92   \n",
       "Brand5_Cross_Brand_4_WellOff              1.19  1.20  1.20  1.21  1.22  1.23   \n",
       "Brand5_own_PE_Standard                   -0.07 -0.07 -0.08 -0.08 -0.08 -0.09   \n",
       "Brand5_Cross_Brand_4_Standard             0.24  0.23  0.23  0.23  0.23  0.23   \n",
       "Brand5_own_PE_Career_Focused             -0.17 -0.17 -0.17 -0.17 -0.17 -0.18   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.26  0.26  0.26  0.26  0.26  0.26   \n",
       "Brand5_own_PE_Fewer_Opportunities        -0.54 -0.55 -0.56 -0.57 -0.57 -0.58   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.21  0.21  0.21  0.20  0.20  0.20   \n",
       "PE_Quantity_Prom_Yes                     -0.31 -0.32 -0.32 -0.32 -0.33 -0.33   \n",
       "PE_Quantity_Prom_No                      -0.31 -0.31 -0.31 -0.31 -0.32 -0.32   \n",
       "\n",
       "                                            90    91    92    93    94    95  \\\n",
       "Price_Point                               1.40  1.41  1.42  1.43  1.44  1.45   \n",
       "Mean_PE                                  -1.40 -1.43 -1.46 -1.49 -1.52 -1.55   \n",
       "PE_Segment_0_FO                          -1.61 -1.66 -1.71 -1.76 -1.82 -1.88   \n",
       "PE_Segment_1_Cf                          -1.04 -1.05 -1.07 -1.09 -1.11 -1.13   \n",
       "PE_Segment_2_Strd                        -1.27 -1.29 -1.30 -1.32 -1.34 -1.36   \n",
       "PE_Segment_3_WO                          -0.94 -0.95 -0.97 -0.98 -0.99 -1.01   \n",
       "Elasticity_Promotion_1                   -0.91 -0.93 -0.94 -0.96 -0.97 -0.99   \n",
       "Elasticity_Promotion_0                   -1.21 -1.22 -1.24 -1.26 -1.27 -1.29   \n",
       "Brand5_own_Avg                           -0.37 -0.38 -0.38 -0.39 -0.40 -0.40   \n",
       "Brand5_Cross_Brand_4_Avg                  0.57  0.57  0.57  0.57  0.57  0.57   \n",
       "Brand5_own_PE_WellOff                    -0.93 -0.93 -0.94 -0.95 -0.96 -0.97   \n",
       "Brand5_Cross_Brand_4_WellOff              1.23  1.24  1.25  1.25  1.26  1.27   \n",
       "Brand5_own_PE_Standard                   -0.09 -0.09 -0.10 -0.10 -0.11 -0.11   \n",
       "Brand5_Cross_Brand_4_Standard             0.23  0.23  0.23  0.23  0.23  0.23   \n",
       "Brand5_own_PE_Career_Focused             -0.18 -0.18 -0.18 -0.19 -0.19 -0.19   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.26  0.26  0.26  0.26  0.26  0.26   \n",
       "Brand5_own_PE_Fewer_Opportunities        -0.59 -0.60 -0.61 -0.62 -0.63 -0.63   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.20  0.20  0.20  0.20  0.20  0.20   \n",
       "PE_Quantity_Prom_Yes                     -0.33 -0.34 -0.34 -0.34 -0.34 -0.35   \n",
       "PE_Quantity_Prom_No                      -0.32 -0.33 -0.33 -0.33 -0.34 -0.34   \n",
       "\n",
       "                                            96    97    98    99   100   101  \\\n",
       "Price_Point                               1.46  1.47  1.48  1.49  1.50  1.51   \n",
       "Mean_PE                                  -1.58 -1.61 -1.64 -1.67 -1.70 -1.73   \n",
       "PE_Segment_0_FO                          -1.93 -1.99 -2.05 -2.11 -2.17 -2.23   \n",
       "PE_Segment_1_Cf                          -1.15 -1.16 -1.18 -1.20 -1.22 -1.24   \n",
       "PE_Segment_2_Strd                        -1.37 -1.39 -1.41 -1.42 -1.44 -1.46   \n",
       "PE_Segment_3_WO                          -1.02 -1.03 -1.04 -1.06 -1.07 -1.08   \n",
       "Elasticity_Promotion_1                   -1.00 -1.02 -1.03 -1.05 -1.06 -1.08   \n",
       "Elasticity_Promotion_0                   -1.30 -1.32 -1.34 -1.36 -1.37 -1.39   \n",
       "Brand5_own_Avg                           -0.41 -0.42 -0.43 -0.43 -0.44 -0.45   \n",
       "Brand5_Cross_Brand_4_Avg                  0.57  0.57  0.57  0.57  0.57  0.57   \n",
       "Brand5_own_PE_WellOff                    -0.98 -0.99 -0.99 -1.00 -1.01 -1.02   \n",
       "Brand5_Cross_Brand_4_WellOff              1.27  1.28  1.29  1.29  1.30  1.31   \n",
       "Brand5_own_PE_Standard                   -0.12 -0.12 -0.13 -0.13 -0.14 -0.15   \n",
       "Brand5_Cross_Brand_4_Standard             0.23  0.23  0.23  0.23  0.23  0.23   \n",
       "Brand5_own_PE_Career_Focused             -0.19 -0.20 -0.20 -0.20 -0.20 -0.21   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.25  0.25  0.25  0.25  0.25  0.25   \n",
       "Brand5_own_PE_Fewer_Opportunities        -0.64 -0.65 -0.66 -0.67 -0.68 -0.69   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.20  0.20  0.19  0.19  0.19  0.19   \n",
       "PE_Quantity_Prom_Yes                     -0.35 -0.35 -0.36 -0.36 -0.36 -0.37   \n",
       "PE_Quantity_Prom_No                      -0.34 -0.34 -0.35 -0.35 -0.35 -0.36   \n",
       "\n",
       "                                           102   103   104   105   106   107  \\\n",
       "Price_Point                               1.52  1.53  1.54  1.55  1.56  1.57   \n",
       "Mean_PE                                  -1.77 -1.80 -1.83 -1.87 -1.90 -1.93   \n",
       "PE_Segment_0_FO                          -2.29 -2.36 -2.42 -2.49 -2.55 -2.62   \n",
       "PE_Segment_1_Cf                          -1.26 -1.28 -1.30 -1.32 -1.34 -1.36   \n",
       "PE_Segment_2_Strd                        -1.48 -1.49 -1.51 -1.53 -1.55 -1.57   \n",
       "PE_Segment_3_WO                          -1.10 -1.11 -1.12 -1.14 -1.15 -1.17   \n",
       "Elasticity_Promotion_1                   -1.09 -1.11 -1.13 -1.14 -1.16 -1.17   \n",
       "Elasticity_Promotion_0                   -1.41 -1.42 -1.44 -1.46 -1.48 -1.49   \n",
       "Brand5_own_Avg                           -0.45 -0.46 -0.47 -0.48 -0.48 -0.49   \n",
       "Brand5_Cross_Brand_4_Avg                  0.57  0.57  0.57  0.57  0.57  0.57   \n",
       "Brand5_own_PE_WellOff                    -1.03 -1.04 -1.05 -1.06 -1.06 -1.07   \n",
       "Brand5_Cross_Brand_4_WellOff              1.31  1.32  1.32  1.33  1.34  1.34   \n",
       "Brand5_own_PE_Standard                   -0.15 -0.16 -0.17 -0.17 -0.18 -0.19   \n",
       "Brand5_Cross_Brand_4_Standard             0.22  0.22  0.22  0.22  0.22  0.22   \n",
       "Brand5_own_PE_Career_Focused             -0.21 -0.21 -0.21 -0.22 -0.22 -0.22   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.25  0.25  0.25  0.25  0.25  0.25   \n",
       "Brand5_own_PE_Fewer_Opportunities        -0.70 -0.71 -0.72 -0.73 -0.74 -0.75   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.19  0.19  0.19  0.19  0.19  0.19   \n",
       "PE_Quantity_Prom_Yes                     -0.37 -0.37 -0.38 -0.38 -0.38 -0.39   \n",
       "PE_Quantity_Prom_No                      -0.36 -0.36 -0.37 -0.37 -0.37 -0.38   \n",
       "\n",
       "                                           108   109   110   111   112   113  \\\n",
       "Price_Point                               1.58  1.59  1.60  1.61  1.62  1.63   \n",
       "Mean_PE                                  -1.97 -2.00 -2.04 -2.07 -2.11 -2.14   \n",
       "PE_Segment_0_FO                          -2.69 -2.76 -2.83 -2.90 -2.97 -3.04   \n",
       "PE_Segment_1_Cf                          -1.38 -1.40 -1.42 -1.44 -1.46 -1.48   \n",
       "PE_Segment_2_Strd                        -1.58 -1.60 -1.62 -1.64 -1.66 -1.67   \n",
       "PE_Segment_3_WO                          -1.18 -1.19 -1.21 -1.22 -1.24 -1.25   \n",
       "Elasticity_Promotion_1                   -1.19 -1.21 -1.22 -1.24 -1.26 -1.27   \n",
       "Elasticity_Promotion_0                   -1.51 -1.53 -1.55 -1.57 -1.58 -1.60   \n",
       "Brand5_own_Avg                           -0.50 -0.51 -0.52 -0.53 -0.53 -0.54   \n",
       "Brand5_Cross_Brand_4_Avg                  0.57  0.57  0.57  0.57  0.57  0.57   \n",
       "Brand5_own_PE_WellOff                    -1.08 -1.09 -1.10 -1.11 -1.12 -1.13   \n",
       "Brand5_Cross_Brand_4_WellOff              1.35  1.35  1.36  1.37  1.37  1.38   \n",
       "Brand5_own_PE_Standard                   -0.20 -0.21 -0.21 -0.22 -0.23 -0.24   \n",
       "Brand5_Cross_Brand_4_Standard             0.22  0.22  0.22  0.22  0.22  0.22   \n",
       "Brand5_own_PE_Career_Focused             -0.22 -0.23 -0.23 -0.23 -0.23 -0.24   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.25  0.24  0.24  0.24  0.24  0.24   \n",
       "Brand5_own_PE_Fewer_Opportunities        -0.76 -0.77 -0.78 -0.79 -0.80 -0.81   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.18  0.18  0.18  0.18  0.18  0.18   \n",
       "PE_Quantity_Prom_Yes                     -0.39 -0.40 -0.40 -0.40 -0.41 -0.41   \n",
       "PE_Quantity_Prom_No                      -0.38 -0.38 -0.39 -0.39 -0.39 -0.40   \n",
       "\n",
       "                                           114   115   116   117   118   119  \\\n",
       "Price_Point                               1.64  1.65  1.66  1.67  1.68  1.69   \n",
       "Mean_PE                                  -2.18 -2.21 -2.25 -2.28 -2.32 -2.36   \n",
       "PE_Segment_0_FO                          -3.11 -3.18 -3.25 -3.33 -3.40 -3.48   \n",
       "PE_Segment_1_Cf                          -1.50 -1.53 -1.55 -1.57 -1.59 -1.61   \n",
       "PE_Segment_2_Strd                        -1.69 -1.71 -1.73 -1.75 -1.77 -1.79   \n",
       "PE_Segment_3_WO                          -1.26 -1.28 -1.29 -1.31 -1.32 -1.34   \n",
       "Elasticity_Promotion_1                   -1.29 -1.31 -1.32 -1.34 -1.36 -1.38   \n",
       "Elasticity_Promotion_0                   -1.62 -1.64 -1.66 -1.67 -1.69 -1.71   \n",
       "Brand5_own_Avg                           -0.55 -0.56 -0.57 -0.58 -0.59 -0.59   \n",
       "Brand5_Cross_Brand_4_Avg                  0.57  0.56  0.56  0.56  0.56  0.56   \n",
       "Brand5_own_PE_WellOff                    -1.14 -1.15 -1.16 -1.17 -1.18 -1.19   \n",
       "Brand5_Cross_Brand_4_WellOff              1.38  1.39  1.39  1.40  1.41  1.41   \n",
       "Brand5_own_PE_Standard                   -0.25 -0.26 -0.27 -0.28 -0.30 -0.31   \n",
       "Brand5_Cross_Brand_4_Standard             0.21  0.21  0.21  0.21  0.21  0.21   \n",
       "Brand5_own_PE_Career_Focused             -0.24 -0.24 -0.25 -0.25 -0.25 -0.25   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.24  0.24  0.24  0.24  0.24  0.24   \n",
       "Brand5_own_PE_Fewer_Opportunities        -0.82 -0.83 -0.84 -0.85 -0.86 -0.88   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.18  0.18  0.18  0.17  0.17  0.17   \n",
       "PE_Quantity_Prom_Yes                     -0.41 -0.42 -0.42 -0.42 -0.43 -0.43   \n",
       "PE_Quantity_Prom_No                      -0.40 -0.40 -0.41 -0.41 -0.41 -0.42   \n",
       "\n",
       "                                           120   121   122   123   124   125  \\\n",
       "Price_Point                               1.70  1.71  1.72  1.73  1.74  1.75   \n",
       "Mean_PE                                  -2.39 -2.43 -2.47 -2.50 -2.54 -2.58   \n",
       "PE_Segment_0_FO                          -3.55 -3.62 -3.70 -3.78 -3.85 -3.93   \n",
       "PE_Segment_1_Cf                          -1.64 -1.66 -1.68 -1.70 -1.72 -1.75   \n",
       "PE_Segment_2_Strd                        -1.80 -1.82 -1.84 -1.86 -1.88 -1.90   \n",
       "PE_Segment_3_WO                          -1.35 -1.36 -1.38 -1.39 -1.41 -1.42   \n",
       "Elasticity_Promotion_1                   -1.39 -1.41 -1.43 -1.45 -1.46 -1.48   \n",
       "Elasticity_Promotion_0                   -1.73 -1.75 -1.77 -1.78 -1.80 -1.82   \n",
       "Brand5_own_Avg                           -0.60 -0.61 -0.62 -0.63 -0.64 -0.65   \n",
       "Brand5_Cross_Brand_4_Avg                  0.56  0.56  0.56  0.56  0.55  0.55   \n",
       "Brand5_own_PE_WellOff                    -1.20 -1.20 -1.21 -1.22 -1.23 -1.24   \n",
       "Brand5_Cross_Brand_4_WellOff              1.42  1.42  1.43  1.43  1.44  1.44   \n",
       "Brand5_own_PE_Standard                   -0.32 -0.33 -0.35 -0.36 -0.37 -0.39   \n",
       "Brand5_Cross_Brand_4_Standard             0.21  0.21  0.21  0.21  0.20  0.20   \n",
       "Brand5_own_PE_Career_Focused             -0.26 -0.26 -0.26 -0.27 -0.27 -0.27   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.23  0.23  0.23  0.23  0.23  0.23   \n",
       "Brand5_own_PE_Fewer_Opportunities        -0.89 -0.90 -0.91 -0.92 -0.93 -0.94   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.17  0.17  0.17  0.17  0.17  0.17   \n",
       "PE_Quantity_Prom_Yes                     -0.43 -0.44 -0.44 -0.45 -0.45 -0.45   \n",
       "PE_Quantity_Prom_No                      -0.42 -0.43 -0.43 -0.43 -0.44 -0.44   \n",
       "\n",
       "                                           126   127   128   129   130   131  \\\n",
       "Price_Point                               1.76  1.77  1.78  1.79  1.80  1.81   \n",
       "Mean_PE                                  -2.61 -2.65 -2.69 -2.73 -2.77 -2.80   \n",
       "PE_Segment_0_FO                          -4.00 -4.08 -4.15 -4.23 -4.31 -4.38   \n",
       "PE_Segment_1_Cf                          -1.77 -1.79 -1.82 -1.84 -1.86 -1.88   \n",
       "PE_Segment_2_Strd                        -1.92 -1.94 -1.96 -1.97 -1.99 -2.01   \n",
       "PE_Segment_3_WO                          -1.44 -1.45 -1.47 -1.48 -1.50 -1.51   \n",
       "Elasticity_Promotion_1                   -1.50 -1.52 -1.54 -1.56 -1.57 -1.59   \n",
       "Elasticity_Promotion_0                   -1.84 -1.86 -1.88 -1.90 -1.92 -1.93   \n",
       "Brand5_own_Avg                           -0.66 -0.67 -0.68 -0.69 -0.70 -0.71   \n",
       "Brand5_Cross_Brand_4_Avg                  0.55  0.55  0.55  0.55  0.55  0.55   \n",
       "Brand5_own_PE_WellOff                    -1.25 -1.26 -1.27 -1.28 -1.29 -1.30   \n",
       "Brand5_Cross_Brand_4_WellOff              1.44  1.45  1.45  1.46  1.46  1.47   \n",
       "Brand5_own_PE_Standard                   -0.40 -0.42 -0.43 -0.45 -0.47 -0.48   \n",
       "Brand5_Cross_Brand_4_Standard             0.20  0.20  0.20  0.20  0.20  0.20   \n",
       "Brand5_own_PE_Career_Focused             -0.28 -0.28 -0.28 -0.28 -0.29 -0.29   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.23  0.23  0.23  0.23  0.22  0.22   \n",
       "Brand5_own_PE_Fewer_Opportunities        -0.96 -0.97 -0.98 -0.99 -1.00 -1.02   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.16  0.16  0.16  0.16  0.16  0.16   \n",
       "PE_Quantity_Prom_Yes                     -0.46 -0.46 -0.46 -0.47 -0.47 -0.48   \n",
       "PE_Quantity_Prom_No                      -0.44 -0.45 -0.45 -0.45 -0.46 -0.46   \n",
       "\n",
       "                                           132   133   134   135   136   137  \\\n",
       "Price_Point                               1.82  1.83  1.84  1.85  1.86  1.87   \n",
       "Mean_PE                                  -2.84 -2.88 -2.92 -2.96 -2.99 -3.03   \n",
       "PE_Segment_0_FO                          -4.46 -4.53 -4.61 -4.69 -4.76 -4.84   \n",
       "PE_Segment_1_Cf                          -1.91 -1.93 -1.95 -1.98 -2.00 -2.03   \n",
       "PE_Segment_2_Strd                        -2.03 -2.05 -2.07 -2.09 -2.11 -2.13   \n",
       "PE_Segment_3_WO                          -1.53 -1.54 -1.56 -1.57 -1.59 -1.61   \n",
       "Elasticity_Promotion_1                   -1.61 -1.63 -1.65 -1.67 -1.69 -1.71   \n",
       "Elasticity_Promotion_0                   -1.95 -1.97 -1.99 -2.01 -2.03 -2.05   \n",
       "Brand5_own_Avg                           -0.72 -0.73 -0.74 -0.75 -0.76 -0.77   \n",
       "Brand5_Cross_Brand_4_Avg                  0.54  0.54  0.54  0.54  0.54  0.54   \n",
       "Brand5_own_PE_WellOff                    -1.31 -1.32 -1.33 -1.34 -1.35 -1.36   \n",
       "Brand5_Cross_Brand_4_WellOff              1.47  1.47  1.48  1.48  1.49  1.49   \n",
       "Brand5_own_PE_Standard                   -0.50 -0.52 -0.54 -0.56 -0.57 -0.59   \n",
       "Brand5_Cross_Brand_4_Standard             0.20  0.19  0.19  0.19  0.19  0.19   \n",
       "Brand5_own_PE_Career_Focused             -0.29 -0.30 -0.30 -0.30 -0.31 -0.31   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.22  0.22  0.22  0.22  0.22  0.22   \n",
       "Brand5_own_PE_Fewer_Opportunities        -1.03 -1.04 -1.05 -1.07 -1.08 -1.09   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.16  0.16  0.16  0.15  0.15  0.15   \n",
       "PE_Quantity_Prom_Yes                     -0.48 -0.48 -0.49 -0.49 -0.50 -0.50   \n",
       "PE_Quantity_Prom_No                      -0.47 -0.47 -0.47 -0.48 -0.48 -0.48   \n",
       "\n",
       "                                           138   139   140   141   142   143  \\\n",
       "Price_Point                               1.88  1.89  1.90  1.91  1.92  1.93   \n",
       "Mean_PE                                  -3.07 -3.11 -3.15 -3.18 -3.22 -3.26   \n",
       "PE_Segment_0_FO                          -4.91 -4.99 -5.06 -5.13 -5.21 -5.28   \n",
       "PE_Segment_1_Cf                          -2.05 -2.07 -2.10 -2.12 -2.15 -2.17   \n",
       "PE_Segment_2_Strd                        -2.15 -2.17 -2.19 -2.20 -2.22 -2.24   \n",
       "PE_Segment_3_WO                          -1.62 -1.64 -1.65 -1.67 -1.68 -1.70   \n",
       "Elasticity_Promotion_1                   -1.72 -1.74 -1.76 -1.78 -1.80 -1.82   \n",
       "Elasticity_Promotion_0                   -2.07 -2.09 -2.11 -2.13 -2.14 -2.16   \n",
       "Brand5_own_Avg                           -0.78 -0.80 -0.81 -0.82 -0.83 -0.84   \n",
       "Brand5_Cross_Brand_4_Avg                  0.53  0.53  0.53  0.53  0.53  0.53   \n",
       "Brand5_own_PE_WellOff                    -1.37 -1.38 -1.40 -1.41 -1.42 -1.43   \n",
       "Brand5_Cross_Brand_4_WellOff              1.49  1.50  1.50  1.50  1.50  1.51   \n",
       "Brand5_own_PE_Standard                   -0.62 -0.64 -0.66 -0.68 -0.70 -0.72   \n",
       "Brand5_Cross_Brand_4_Standard             0.19  0.19  0.19  0.19  0.18  0.18   \n",
       "Brand5_own_PE_Career_Focused             -0.31 -0.32 -0.32 -0.32 -0.33 -0.33   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.22  0.21  0.21  0.21  0.21  0.21   \n",
       "Brand5_own_PE_Fewer_Opportunities        -1.11 -1.12 -1.13 -1.15 -1.16 -1.17   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.15  0.15  0.15  0.15  0.15  0.14   \n",
       "PE_Quantity_Prom_Yes                     -0.50 -0.51 -0.51 -0.52 -0.52 -0.52   \n",
       "PE_Quantity_Prom_No                      -0.49 -0.49 -0.50 -0.50 -0.50 -0.51   \n",
       "\n",
       "                                           144   145   146   147   148   149  \\\n",
       "Price_Point                               1.94  1.95  1.96  1.97  1.98  1.99   \n",
       "Mean_PE                                  -3.30 -3.34 -3.38 -3.42 -3.45 -3.49   \n",
       "PE_Segment_0_FO                          -5.35 -5.43 -5.50 -5.57 -5.64 -5.71   \n",
       "PE_Segment_1_Cf                          -2.19 -2.22 -2.24 -2.27 -2.29 -2.32   \n",
       "PE_Segment_2_Strd                        -2.26 -2.28 -2.30 -2.32 -2.34 -2.36   \n",
       "PE_Segment_3_WO                          -1.71 -1.73 -1.75 -1.76 -1.78 -1.79   \n",
       "Elasticity_Promotion_1                   -1.84 -1.86 -1.88 -1.90 -1.92 -1.94   \n",
       "Elasticity_Promotion_0                   -2.18 -2.20 -2.22 -2.24 -2.26 -2.28   \n",
       "Brand5_own_Avg                           -0.85 -0.86 -0.88 -0.89 -0.90 -0.91   \n",
       "Brand5_Cross_Brand_4_Avg                  0.52  0.52  0.52  0.52  0.52  0.51   \n",
       "Brand5_own_PE_WellOff                    -1.44 -1.45 -1.46 -1.47 -1.48 -1.49   \n",
       "Brand5_Cross_Brand_4_WellOff              1.51  1.51  1.51  1.52  1.52  1.52   \n",
       "Brand5_own_PE_Standard                   -0.75 -0.77 -0.79 -0.82 -0.84 -0.87   \n",
       "Brand5_Cross_Brand_4_Standard             0.18  0.18  0.18  0.18  0.18  0.18   \n",
       "Brand5_own_PE_Career_Focused             -0.33 -0.34 -0.34 -0.35 -0.35 -0.35   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.21  0.21  0.21  0.21  0.20  0.20   \n",
       "Brand5_own_PE_Fewer_Opportunities        -1.19 -1.20 -1.21 -1.23 -1.24 -1.26   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.14  0.14  0.14  0.14  0.14  0.14   \n",
       "PE_Quantity_Prom_Yes                     -0.53 -0.53 -0.54 -0.54 -0.54 -0.55   \n",
       "PE_Quantity_Prom_No                      -0.51 -0.52 -0.52 -0.52 -0.53 -0.53   \n",
       "\n",
       "                                           150   151   152   153   154   155  \\\n",
       "Price_Point                               2.00  2.01  2.02  2.03  2.04  2.05   \n",
       "Mean_PE                                  -3.53 -3.57 -3.61 -3.64 -3.68 -3.72   \n",
       "PE_Segment_0_FO                          -5.78 -5.85 -5.92 -5.99 -6.06 -6.13   \n",
       "PE_Segment_1_Cf                          -2.34 -2.37 -2.39 -2.42 -2.44 -2.47   \n",
       "PE_Segment_2_Strd                        -2.38 -2.40 -2.42 -2.44 -2.46 -2.48   \n",
       "PE_Segment_3_WO                          -1.81 -1.83 -1.84 -1.86 -1.87 -1.89   \n",
       "Elasticity_Promotion_1                   -1.96 -1.98 -2.00 -2.02 -2.04 -2.06   \n",
       "Elasticity_Promotion_0                   -2.30 -2.32 -2.34 -2.36 -2.38 -2.40   \n",
       "Brand5_own_Avg                           -0.92 -0.93 -0.95 -0.96 -0.97 -0.98   \n",
       "Brand5_Cross_Brand_4_Avg                  0.51  0.51  0.51  0.51  0.50  0.50   \n",
       "Brand5_own_PE_WellOff                    -1.50 -1.51 -1.52 -1.53 -1.54 -1.56   \n",
       "Brand5_Cross_Brand_4_WellOff              1.52  1.52  1.53  1.53  1.53  1.53   \n",
       "Brand5_own_PE_Standard                   -0.89 -0.92 -0.95 -0.97 -1.00 -1.03   \n",
       "Brand5_Cross_Brand_4_Standard             0.18  0.17  0.17  0.17  0.17  0.17   \n",
       "Brand5_own_PE_Career_Focused             -0.36 -0.36 -0.36 -0.37 -0.37 -0.38   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.20  0.20  0.20  0.20  0.20  0.20   \n",
       "Brand5_own_PE_Fewer_Opportunities        -1.27 -1.29 -1.30 -1.31 -1.33 -1.34   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.14  0.14  0.13  0.13  0.13  0.13   \n",
       "PE_Quantity_Prom_Yes                     -0.55 -0.56 -0.56 -0.57 -0.57 -0.58   \n",
       "PE_Quantity_Prom_No                      -0.54 -0.54 -0.54 -0.55 -0.55 -0.56   \n",
       "\n",
       "                                           156   157   158   159   160   161  \\\n",
       "Price_Point                               2.06  2.07  2.08  2.09  2.10  2.11   \n",
       "Mean_PE                                  -3.76 -3.80 -3.83 -3.87 -3.91 -3.95   \n",
       "PE_Segment_0_FO                          -6.19 -6.26 -6.33 -6.39 -6.46 -6.52   \n",
       "PE_Segment_1_Cf                          -2.49 -2.51 -2.54 -2.56 -2.59 -2.61   \n",
       "PE_Segment_2_Strd                        -2.50 -2.52 -2.54 -2.55 -2.57 -2.59   \n",
       "PE_Segment_3_WO                          -1.91 -1.92 -1.94 -1.95 -1.97 -1.99   \n",
       "Elasticity_Promotion_1                   -2.08 -2.10 -2.12 -2.14 -2.16 -2.18   \n",
       "Elasticity_Promotion_0                   -2.42 -2.44 -2.45 -2.47 -2.49 -2.51   \n",
       "Brand5_own_Avg                           -1.00 -1.01 -1.02 -1.04 -1.05 -1.06   \n",
       "Brand5_Cross_Brand_4_Avg                  0.50  0.50  0.50  0.49  0.49  0.49   \n",
       "Brand5_own_PE_WellOff                    -1.57 -1.58 -1.59 -1.60 -1.61 -1.62   \n",
       "Brand5_Cross_Brand_4_WellOff              1.53  1.53  1.53  1.53  1.53  1.53   \n",
       "Brand5_own_PE_Standard                   -1.05 -1.08 -1.11 -1.14 -1.17 -1.19   \n",
       "Brand5_Cross_Brand_4_Standard             0.17  0.17  0.17  0.16  0.16  0.16   \n",
       "Brand5_own_PE_Career_Focused             -0.38 -0.38 -0.39 -0.39 -0.40 -0.40   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.20  0.19  0.19  0.19  0.19  0.19   \n",
       "Brand5_own_PE_Fewer_Opportunities        -1.36 -1.37 -1.39 -1.40 -1.42 -1.43   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.13  0.13  0.13  0.13  0.13  0.12   \n",
       "PE_Quantity_Prom_Yes                     -0.58 -0.58 -0.59 -0.59 -0.60 -0.60   \n",
       "PE_Quantity_Prom_No                      -0.56 -0.57 -0.57 -0.57 -0.58 -0.58   \n",
       "\n",
       "                                           162   163   164   165   166   167  \\\n",
       "Price_Point                               2.12  2.13  2.14  2.15  2.16  2.17   \n",
       "Mean_PE                                  -3.98 -4.02 -4.06 -4.10 -4.13 -4.17   \n",
       "PE_Segment_0_FO                          -6.59 -6.65 -6.71 -6.78 -6.84 -6.90   \n",
       "PE_Segment_1_Cf                          -2.64 -2.66 -2.69 -2.72 -2.74 -2.77   \n",
       "PE_Segment_2_Strd                        -2.61 -2.63 -2.65 -2.67 -2.69 -2.71   \n",
       "PE_Segment_3_WO                          -2.00 -2.02 -2.03 -2.05 -2.07 -2.08   \n",
       "Elasticity_Promotion_1                   -2.20 -2.22 -2.24 -2.26 -2.28 -2.30   \n",
       "Elasticity_Promotion_0                   -2.53 -2.55 -2.57 -2.59 -2.61 -2.63   \n",
       "Brand5_own_Avg                           -1.07 -1.09 -1.10 -1.11 -1.13 -1.14   \n",
       "Brand5_Cross_Brand_4_Avg                  0.49  0.48  0.48  0.48  0.48  0.48   \n",
       "Brand5_own_PE_WellOff                    -1.63 -1.64 -1.66 -1.67 -1.68 -1.69   \n",
       "Brand5_Cross_Brand_4_WellOff              1.53  1.53  1.53  1.53  1.53  1.52   \n",
       "Brand5_own_PE_Standard                   -1.22 -1.25 -1.28 -1.31 -1.34 -1.37   \n",
       "Brand5_Cross_Brand_4_Standard             0.16  0.16  0.16  0.16  0.16  0.15   \n",
       "Brand5_own_PE_Career_Focused             -0.40 -0.41 -0.41 -0.42 -0.42 -0.42   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.19  0.19  0.19  0.19  0.18  0.18   \n",
       "Brand5_own_PE_Fewer_Opportunities        -1.45 -1.46 -1.48 -1.49 -1.51 -1.53   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.12  0.12  0.12  0.12  0.12  0.12   \n",
       "PE_Quantity_Prom_Yes                     -0.61 -0.61 -0.62 -0.62 -0.63 -0.63   \n",
       "PE_Quantity_Prom_No                      -0.59 -0.59 -0.60 -0.60 -0.60 -0.61   \n",
       "\n",
       "                                           168   169   170   171   172   173  \\\n",
       "Price_Point                               2.18  2.19  2.20  2.21  2.22  2.23   \n",
       "Mean_PE                                  -4.21 -4.24 -4.28 -4.32 -4.35 -4.39   \n",
       "PE_Segment_0_FO                          -6.96 -7.02 -7.08 -7.14 -7.20 -7.26   \n",
       "PE_Segment_1_Cf                          -2.79 -2.82 -2.84 -2.87 -2.89 -2.92   \n",
       "PE_Segment_2_Strd                        -2.73 -2.75 -2.77 -2.79 -2.81 -2.83   \n",
       "PE_Segment_3_WO                          -2.10 -2.12 -2.13 -2.15 -2.17 -2.18   \n",
       "Elasticity_Promotion_1                   -2.32 -2.34 -2.37 -2.39 -2.41 -2.43   \n",
       "Elasticity_Promotion_0                   -2.65 -2.67 -2.69 -2.71 -2.73 -2.75   \n",
       "Brand5_own_Avg                           -1.16 -1.17 -1.18 -1.20 -1.21 -1.22   \n",
       "Brand5_Cross_Brand_4_Avg                  0.47  0.47  0.47  0.47  0.46  0.46   \n",
       "Brand5_own_PE_WellOff                    -1.70 -1.71 -1.72 -1.74 -1.75 -1.76   \n",
       "Brand5_Cross_Brand_4_WellOff              1.52  1.52  1.52  1.52  1.51  1.51   \n",
       "Brand5_own_PE_Standard                   -1.40 -1.43 -1.46 -1.49 -1.52 -1.55   \n",
       "Brand5_Cross_Brand_4_Standard             0.15  0.15  0.15  0.15  0.15  0.15   \n",
       "Brand5_own_PE_Career_Focused             -0.43 -0.43 -0.44 -0.44 -0.45 -0.45   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.18  0.18  0.18  0.18  0.18  0.18   \n",
       "Brand5_own_PE_Fewer_Opportunities        -1.54 -1.56 -1.57 -1.59 -1.60 -1.62   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.12  0.12  0.11  0.11  0.11  0.11   \n",
       "PE_Quantity_Prom_Yes                     -0.63 -0.64 -0.64 -0.65 -0.65 -0.66   \n",
       "PE_Quantity_Prom_No                      -0.61 -0.62 -0.62 -0.63 -0.63 -0.64   \n",
       "\n",
       "                                           174   175   176   177   178   179  \\\n",
       "Price_Point                               2.24  2.25  2.26  2.27  2.28  2.29   \n",
       "Mean_PE                                  -4.43 -4.46 -4.50 -4.54 -4.57 -4.61   \n",
       "PE_Segment_0_FO                          -7.31 -7.37 -7.43 -7.48 -7.54 -7.59   \n",
       "PE_Segment_1_Cf                          -2.94 -2.97 -2.99 -3.02 -3.04 -3.07   \n",
       "PE_Segment_2_Strd                        -2.85 -2.87 -2.89 -2.91 -2.93 -2.94   \n",
       "PE_Segment_3_WO                          -2.20 -2.22 -2.23 -2.25 -2.26 -2.28   \n",
       "Elasticity_Promotion_1                   -2.45 -2.47 -2.49 -2.51 -2.53 -2.55   \n",
       "Elasticity_Promotion_0                   -2.77 -2.79 -2.81 -2.83 -2.85 -2.86   \n",
       "Brand5_own_Avg                           -1.24 -1.25 -1.27 -1.28 -1.30 -1.31   \n",
       "Brand5_Cross_Brand_4_Avg                  0.46  0.46  0.45  0.45  0.45  0.45   \n",
       "Brand5_own_PE_WellOff                    -1.77 -1.78 -1.79 -1.81 -1.82 -1.83   \n",
       "Brand5_Cross_Brand_4_WellOff              1.51  1.50  1.50  1.50  1.49  1.49   \n",
       "Brand5_own_PE_Standard                   -1.58 -1.61 -1.64 -1.67 -1.70 -1.72   \n",
       "Brand5_Cross_Brand_4_Standard             0.15  0.14  0.14  0.14  0.14  0.14   \n",
       "Brand5_own_PE_Career_Focused             -0.46 -0.46 -0.46 -0.47 -0.47 -0.48   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.18  0.17  0.17  0.17  0.17  0.17   \n",
       "Brand5_own_PE_Fewer_Opportunities        -1.64 -1.65 -1.67 -1.69 -1.70 -1.72   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.11  0.11  0.11  0.11  0.11  0.10   \n",
       "PE_Quantity_Prom_Yes                     -0.66 -0.67 -0.67 -0.68 -0.68 -0.69   \n",
       "PE_Quantity_Prom_No                      -0.64 -0.65 -0.65 -0.66 -0.66 -0.67   \n",
       "\n",
       "                                           180   181   182   183   184   185  \\\n",
       "Price_Point                               2.30  2.31  2.32  2.33  2.34  2.35   \n",
       "Mean_PE                                  -4.64 -4.68 -4.71 -4.75 -4.78 -4.82   \n",
       "PE_Segment_0_FO                          -7.65 -7.70 -7.76 -7.81 -7.86 -7.92   \n",
       "PE_Segment_1_Cf                          -3.09 -3.12 -3.14 -3.17 -3.19 -3.22   \n",
       "PE_Segment_2_Strd                        -2.96 -2.98 -3.00 -3.02 -3.04 -3.06   \n",
       "PE_Segment_3_WO                          -2.30 -2.31 -2.33 -2.35 -2.36 -2.38   \n",
       "Elasticity_Promotion_1                   -2.57 -2.59 -2.61 -2.64 -2.66 -2.68   \n",
       "Elasticity_Promotion_0                   -2.88 -2.90 -2.92 -2.94 -2.96 -2.98   \n",
       "Brand5_own_Avg                           -1.33 -1.34 -1.36 -1.37 -1.39 -1.40   \n",
       "Brand5_Cross_Brand_4_Avg                  0.44  0.44  0.44  0.44  0.43  0.43   \n",
       "Brand5_own_PE_WellOff                    -1.84 -1.85 -1.87 -1.88 -1.89 -1.90   \n",
       "Brand5_Cross_Brand_4_WellOff              1.48  1.48  1.47  1.47  1.46  1.46   \n",
       "Brand5_own_PE_Standard                   -1.75 -1.78 -1.81 -1.84 -1.87 -1.90   \n",
       "Brand5_Cross_Brand_4_Standard             0.14  0.14  0.14  0.13  0.13  0.13   \n",
       "Brand5_own_PE_Career_Focused             -0.48 -0.49 -0.49 -0.50 -0.50 -0.51   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.17  0.17  0.17  0.17  0.16  0.16   \n",
       "Brand5_own_PE_Fewer_Opportunities        -1.73 -1.75 -1.77 -1.78 -1.80 -1.82   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.10  0.10  0.10  0.10  0.10  0.10   \n",
       "PE_Quantity_Prom_Yes                     -0.69 -0.70 -0.70 -0.71 -0.71 -0.72   \n",
       "PE_Quantity_Prom_No                      -0.67 -0.67 -0.68 -0.68 -0.69 -0.69   \n",
       "\n",
       "                                           186   187   188   189   190   191  \\\n",
       "Price_Point                               2.36  2.37  2.38  2.39  2.40  2.41   \n",
       "Mean_PE                                  -4.85 -4.89 -4.92 -4.96 -4.99 -5.02   \n",
       "PE_Segment_0_FO                          -7.97 -8.02 -8.07 -8.12 -8.17 -8.22   \n",
       "PE_Segment_1_Cf                          -3.24 -3.27 -3.29 -3.32 -3.34 -3.37   \n",
       "PE_Segment_2_Strd                        -3.08 -3.10 -3.12 -3.14 -3.16 -3.18   \n",
       "PE_Segment_3_WO                          -2.40 -2.41 -2.43 -2.45 -2.46 -2.48   \n",
       "Elasticity_Promotion_1                   -2.70 -2.72 -2.74 -2.76 -2.78 -2.80   \n",
       "Elasticity_Promotion_0                   -3.00 -3.02 -3.04 -3.06 -3.08 -3.10   \n",
       "Brand5_own_Avg                           -1.42 -1.43 -1.45 -1.46 -1.48 -1.49   \n",
       "Brand5_Cross_Brand_4_Avg                  0.43  0.43  0.42  0.42  0.42  0.42   \n",
       "Brand5_own_PE_WellOff                    -1.91 -1.92 -1.94 -1.95 -1.96 -1.97   \n",
       "Brand5_Cross_Brand_4_WellOff              1.45  1.44  1.44  1.43  1.42  1.42   \n",
       "Brand5_own_PE_Standard                   -1.92 -1.95 -1.98 -2.01 -2.03 -2.06   \n",
       "Brand5_Cross_Brand_4_Standard             0.13  0.13  0.13  0.13  0.13  0.12   \n",
       "Brand5_own_PE_Career_Focused             -0.51 -0.52 -0.52 -0.53 -0.53 -0.54   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.16  0.16  0.16  0.16  0.16  0.16   \n",
       "Brand5_own_PE_Fewer_Opportunities        -1.83 -1.85 -1.87 -1.88 -1.90 -1.92   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.10  0.10  0.10  0.09  0.09  0.09   \n",
       "PE_Quantity_Prom_Yes                     -0.73 -0.73 -0.74 -0.74 -0.75 -0.75   \n",
       "PE_Quantity_Prom_No                      -0.70 -0.70 -0.71 -0.71 -0.72 -0.73   \n",
       "\n",
       "                                           192   193   194   195   196   197  \\\n",
       "Price_Point                               2.42  2.43  2.44  2.45  2.46  2.47   \n",
       "Mean_PE                                  -5.06 -5.09 -5.13 -5.16 -5.19 -5.23   \n",
       "PE_Segment_0_FO                          -8.27 -8.32 -8.37 -8.42 -8.47 -8.52   \n",
       "PE_Segment_1_Cf                          -3.39 -3.42 -3.44 -3.47 -3.49 -3.52   \n",
       "PE_Segment_2_Strd                        -3.20 -3.21 -3.23 -3.25 -3.27 -3.29   \n",
       "PE_Segment_3_WO                          -2.50 -2.51 -2.53 -2.55 -2.56 -2.58   \n",
       "Elasticity_Promotion_1                   -2.82 -2.84 -2.87 -2.89 -2.91 -2.93   \n",
       "Elasticity_Promotion_0                   -3.12 -3.14 -3.16 -3.17 -3.19 -3.21   \n",
       "Brand5_own_Avg                           -1.51 -1.52 -1.54 -1.55 -1.57 -1.59   \n",
       "Brand5_Cross_Brand_4_Avg                  0.41  0.41  0.41  0.41  0.40  0.40   \n",
       "Brand5_own_PE_WellOff                    -1.99 -2.00 -2.01 -2.02 -2.03 -2.05   \n",
       "Brand5_Cross_Brand_4_WellOff              1.41  1.40  1.39  1.38  1.37  1.36   \n",
       "Brand5_own_PE_Standard                   -2.09 -2.11 -2.14 -2.16 -2.19 -2.21   \n",
       "Brand5_Cross_Brand_4_Standard             0.12  0.12  0.12  0.12  0.12  0.12   \n",
       "Brand5_own_PE_Career_Focused             -0.54 -0.55 -0.55 -0.56 -0.56 -0.57   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.16  0.16  0.15  0.15  0.15  0.15   \n",
       "Brand5_own_PE_Fewer_Opportunities        -1.93 -1.95 -1.97 -1.99 -2.00 -2.02   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.09  0.09  0.09  0.09  0.09  0.09   \n",
       "PE_Quantity_Prom_Yes                     -0.76 -0.76 -0.77 -0.77 -0.78 -0.79   \n",
       "PE_Quantity_Prom_No                      -0.73 -0.74 -0.74 -0.75 -0.75 -0.76   \n",
       "\n",
       "                                           198   199   200   201   202   203  \\\n",
       "Price_Point                               2.48  2.49  2.50  2.51  2.52  2.53   \n",
       "Mean_PE                                  -5.26 -5.29 -5.33 -5.36 -5.39 -5.42   \n",
       "PE_Segment_0_FO                          -8.56 -8.61 -8.66 -8.70 -8.75 -8.80   \n",
       "PE_Segment_1_Cf                          -3.54 -3.57 -3.59 -3.62 -3.64 -3.67   \n",
       "PE_Segment_2_Strd                        -3.31 -3.33 -3.35 -3.37 -3.39 -3.41   \n",
       "PE_Segment_3_WO                          -2.60 -2.61 -2.63 -2.65 -2.66 -2.68   \n",
       "Elasticity_Promotion_1                   -2.95 -2.97 -2.99 -3.01 -3.03 -3.05   \n",
       "Elasticity_Promotion_0                   -3.23 -3.25 -3.27 -3.29 -3.31 -3.33   \n",
       "Brand5_own_Avg                           -1.60 -1.62 -1.63 -1.65 -1.66 -1.68   \n",
       "Brand5_Cross_Brand_4_Avg                  0.40  0.39  0.39  0.39  0.39  0.38   \n",
       "Brand5_own_PE_WellOff                    -2.06 -2.07 -2.08 -2.10 -2.11 -2.12   \n",
       "Brand5_Cross_Brand_4_WellOff              1.35  1.34  1.33  1.32  1.31  1.30   \n",
       "Brand5_own_PE_Standard                   -2.24 -2.26 -2.29 -2.31 -2.33 -2.36   \n",
       "Brand5_Cross_Brand_4_Standard             0.12  0.11  0.11  0.11  0.11  0.11   \n",
       "Brand5_own_PE_Career_Focused             -0.57 -0.58 -0.59 -0.59 -0.60 -0.60   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.15  0.15  0.15  0.15  0.15  0.14   \n",
       "Brand5_own_PE_Fewer_Opportunities        -2.04 -2.05 -2.07 -2.09 -2.10 -2.12   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.09  0.08  0.08  0.08  0.08  0.08   \n",
       "PE_Quantity_Prom_Yes                     -0.79 -0.80 -0.80 -0.81 -0.81 -0.82   \n",
       "PE_Quantity_Prom_No                      -0.76 -0.77 -0.77 -0.78 -0.78 -0.79   \n",
       "\n",
       "                                           204   205   206   207   208   209  \\\n",
       "Price_Point                               2.54  2.55  2.56  2.57  2.58  2.59   \n",
       "Mean_PE                                  -5.46 -5.49 -5.52 -5.55 -5.59 -5.62   \n",
       "PE_Segment_0_FO                          -8.84 -8.89 -8.93 -8.98 -9.02 -9.07   \n",
       "PE_Segment_1_Cf                          -3.69 -3.71 -3.74 -3.76 -3.79 -3.81   \n",
       "PE_Segment_2_Strd                        -3.42 -3.44 -3.46 -3.48 -3.50 -3.52   \n",
       "PE_Segment_3_WO                          -2.70 -2.71 -2.73 -2.75 -2.76 -2.78   \n",
       "Elasticity_Promotion_1                   -3.07 -3.10 -3.12 -3.14 -3.16 -3.18   \n",
       "Elasticity_Promotion_0                   -3.35 -3.37 -3.39 -3.40 -3.42 -3.44   \n",
       "Brand5_own_Avg                           -1.70 -1.71 -1.73 -1.75 -1.76 -1.78   \n",
       "Brand5_Cross_Brand_4_Avg                  0.38  0.38  0.38  0.37  0.37  0.37   \n",
       "Brand5_own_PE_WellOff                    -2.13 -2.15 -2.16 -2.17 -2.18 -2.20   \n",
       "Brand5_Cross_Brand_4_WellOff              1.29  1.28  1.27  1.25  1.24  1.23   \n",
       "Brand5_own_PE_Standard                   -2.38 -2.40 -2.43 -2.45 -2.47 -2.49   \n",
       "Brand5_Cross_Brand_4_Standard             0.11  0.11  0.11  0.11  0.10  0.10   \n",
       "Brand5_own_PE_Career_Focused             -0.61 -0.61 -0.62 -0.62 -0.63 -0.64   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.14  0.14  0.14  0.14  0.14  0.14   \n",
       "Brand5_own_PE_Fewer_Opportunities        -2.14 -2.16 -2.17 -2.19 -2.21 -2.22   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.08  0.08  0.08  0.08  0.08  0.08   \n",
       "PE_Quantity_Prom_Yes                     -0.83 -0.83 -0.84 -0.84 -0.85 -0.86   \n",
       "PE_Quantity_Prom_No                      -0.80 -0.80 -0.81 -0.81 -0.82 -0.82   \n",
       "\n",
       "                                           210   211   212   213   214   215  \\\n",
       "Price_Point                               2.60  2.61  2.62  2.63  2.64  2.65   \n",
       "Mean_PE                                  -5.65 -5.68 -5.71 -5.74 -5.77 -5.81   \n",
       "PE_Segment_0_FO                          -9.11 -9.16 -9.20 -9.24 -9.29 -9.33   \n",
       "PE_Segment_1_Cf                          -3.84 -3.86 -3.88 -3.91 -3.93 -3.96   \n",
       "PE_Segment_2_Strd                        -3.54 -3.56 -3.58 -3.59 -3.61 -3.63   \n",
       "PE_Segment_3_WO                          -2.80 -2.81 -2.83 -2.85 -2.86 -2.88   \n",
       "Elasticity_Promotion_1                   -3.20 -3.22 -3.24 -3.26 -3.28 -3.30   \n",
       "Elasticity_Promotion_0                   -3.46 -3.48 -3.50 -3.52 -3.54 -3.56   \n",
       "Brand5_own_Avg                           -1.79 -1.81 -1.83 -1.84 -1.86 -1.88   \n",
       "Brand5_Cross_Brand_4_Avg                  0.37  0.36  0.36  0.36  0.35  0.35   \n",
       "Brand5_own_PE_WellOff                    -2.21 -2.22 -2.23 -2.25 -2.26 -2.27   \n",
       "Brand5_Cross_Brand_4_WellOff              1.22  1.20  1.19  1.18  1.16  1.15   \n",
       "Brand5_own_PE_Standard                   -2.51 -2.53 -2.55 -2.57 -2.59 -2.61   \n",
       "Brand5_Cross_Brand_4_Standard             0.10  0.10  0.10  0.10  0.10  0.10   \n",
       "Brand5_own_PE_Career_Focused             -0.64 -0.65 -0.65 -0.66 -0.67 -0.67   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.14  0.14  0.14  0.13  0.13  0.13   \n",
       "Brand5_own_PE_Fewer_Opportunities        -2.24 -2.26 -2.28 -2.29 -2.31 -2.33   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.07  0.07  0.07  0.07  0.07  0.07   \n",
       "PE_Quantity_Prom_Yes                     -0.86 -0.87 -0.87 -0.88 -0.89 -0.89   \n",
       "PE_Quantity_Prom_No                      -0.83 -0.84 -0.84 -0.85 -0.85 -0.86   \n",
       "\n",
       "                                           216   217   218   219   220   221  \\\n",
       "Price_Point                               2.66  2.67  2.68  2.69  2.70  2.71   \n",
       "Mean_PE                                  -5.84 -5.87 -5.90 -5.93 -5.96 -5.99   \n",
       "PE_Segment_0_FO                          -9.37 -9.41 -9.46 -9.50 -9.54 -9.58   \n",
       "PE_Segment_1_Cf                          -3.98 -4.01 -4.03 -4.05 -4.08 -4.10   \n",
       "PE_Segment_2_Strd                        -3.65 -3.67 -3.69 -3.71 -3.73 -3.74   \n",
       "PE_Segment_3_WO                          -2.90 -2.91 -2.93 -2.95 -2.96 -2.98   \n",
       "Elasticity_Promotion_1                   -3.32 -3.34 -3.36 -3.38 -3.41 -3.43   \n",
       "Elasticity_Promotion_0                   -3.57 -3.59 -3.61 -3.63 -3.65 -3.67   \n",
       "Brand5_own_Avg                           -1.89 -1.91 -1.93 -1.94 -1.96 -1.98   \n",
       "Brand5_Cross_Brand_4_Avg                  0.35  0.35  0.34  0.34  0.34  0.34   \n",
       "Brand5_own_PE_WellOff                    -2.29 -2.30 -2.31 -2.32 -2.34 -2.35   \n",
       "Brand5_Cross_Brand_4_WellOff              1.13  1.12  1.11  1.09  1.08  1.06   \n",
       "Brand5_own_PE_Standard                   -2.63 -2.65 -2.67 -2.69 -2.71 -2.73   \n",
       "Brand5_Cross_Brand_4_Standard             0.10  0.09  0.09  0.09  0.09  0.09   \n",
       "Brand5_own_PE_Career_Focused             -0.68 -0.68 -0.69 -0.70 -0.70 -0.71   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.13  0.13  0.13  0.13  0.13  0.13   \n",
       "Brand5_own_PE_Fewer_Opportunities        -2.34 -2.36 -2.38 -2.40 -2.41 -2.43   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.07  0.07  0.07  0.07  0.07  0.07   \n",
       "PE_Quantity_Prom_Yes                     -0.90 -0.91 -0.91 -0.92 -0.93 -0.93   \n",
       "PE_Quantity_Prom_No                      -0.87 -0.87 -0.88 -0.88 -0.89 -0.90   \n",
       "\n",
       "                                           222   223   224   225   226   227  \\\n",
       "Price_Point                               2.72  2.73  2.74  2.75  2.76  2.77   \n",
       "Mean_PE                                  -6.02 -6.05 -6.08 -6.11 -6.14 -6.17   \n",
       "PE_Segment_0_FO                          -9.62 -9.67 -9.71 -9.75 -9.79 -9.83   \n",
       "PE_Segment_1_Cf                          -4.12 -4.15 -4.17 -4.20 -4.22 -4.24   \n",
       "PE_Segment_2_Strd                        -3.76 -3.78 -3.80 -3.82 -3.84 -3.85   \n",
       "PE_Segment_3_WO                          -3.00 -3.01 -3.03 -3.05 -3.06 -3.08   \n",
       "Elasticity_Promotion_1                   -3.45 -3.47 -3.49 -3.51 -3.53 -3.55   \n",
       "Elasticity_Promotion_0                   -3.69 -3.71 -3.72 -3.74 -3.76 -3.78   \n",
       "Brand5_own_Avg                           -1.99 -2.01 -2.03 -2.05 -2.06 -2.08   \n",
       "Brand5_Cross_Brand_4_Avg                  0.33  0.33  0.33  0.33  0.32  0.32   \n",
       "Brand5_own_PE_WellOff                    -2.36 -2.37 -2.39 -2.40 -2.41 -2.43   \n",
       "Brand5_Cross_Brand_4_WellOff              1.05  1.03  1.01  1.00  0.98  0.97   \n",
       "Brand5_own_PE_Standard                   -2.75 -2.76 -2.78 -2.80 -2.82 -2.83   \n",
       "Brand5_Cross_Brand_4_Standard             0.09  0.09  0.09  0.09  0.08  0.08   \n",
       "Brand5_own_PE_Career_Focused             -0.72 -0.72 -0.73 -0.74 -0.74 -0.75   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.13  0.12  0.12  0.12  0.12  0.12   \n",
       "Brand5_own_PE_Fewer_Opportunities        -2.45 -2.46 -2.48 -2.50 -2.51 -2.53   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.06  0.06  0.06  0.06  0.06  0.06   \n",
       "PE_Quantity_Prom_Yes                     -0.94 -0.95 -0.95 -0.96 -0.97 -0.97   \n",
       "PE_Quantity_Prom_No                      -0.90 -0.91 -0.92 -0.92 -0.93 -0.93   \n",
       "\n",
       "                                           228   229   230   231    232  \\\n",
       "Price_Point                               2.78  2.79  2.80  2.81   2.82   \n",
       "Mean_PE                                  -6.20 -6.23 -6.26 -6.29  -6.32   \n",
       "PE_Segment_0_FO                          -9.87 -9.91 -9.95 -9.99 -10.03   \n",
       "PE_Segment_1_Cf                          -4.27 -4.29 -4.31 -4.34  -4.36   \n",
       "PE_Segment_2_Strd                        -3.87 -3.89 -3.91 -3.93  -3.95   \n",
       "PE_Segment_3_WO                          -3.09 -3.11 -3.13 -3.14  -3.16   \n",
       "Elasticity_Promotion_1                   -3.57 -3.59 -3.61 -3.63  -3.65   \n",
       "Elasticity_Promotion_0                   -3.80 -3.82 -3.84 -3.85  -3.87   \n",
       "Brand5_own_Avg                           -2.10 -2.11 -2.13 -2.15  -2.16   \n",
       "Brand5_Cross_Brand_4_Avg                  0.32  0.31  0.31  0.31   0.31   \n",
       "Brand5_own_PE_WellOff                    -2.44 -2.45 -2.47 -2.48  -2.49   \n",
       "Brand5_Cross_Brand_4_WellOff              0.95  0.94  0.92  0.90   0.89   \n",
       "Brand5_own_PE_Standard                   -2.85 -2.87 -2.89 -2.90  -2.92   \n",
       "Brand5_Cross_Brand_4_Standard             0.08  0.08  0.08  0.08   0.08   \n",
       "Brand5_own_PE_Career_Focused             -0.76 -0.76 -0.77 -0.78  -0.78   \n",
       "Brand5_Cross_Brand_4_Career_Focused       0.12  0.12  0.12  0.12   0.12   \n",
       "Brand5_own_PE_Fewer_Opportunities        -2.55 -2.57 -2.58 -2.60  -2.62   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities  0.06  0.06  0.06  0.06   0.06   \n",
       "PE_Quantity_Prom_Yes                     -0.98 -0.99 -0.99 -1.00  -1.01   \n",
       "PE_Quantity_Prom_No                      -0.94 -0.95 -0.95 -0.96  -0.97   \n",
       "\n",
       "                                            233    234    235    236    237  \\\n",
       "Price_Point                                2.83   2.84   2.85   2.86   2.87   \n",
       "Mean_PE                                   -6.35  -6.38  -6.40  -6.43  -6.46   \n",
       "PE_Segment_0_FO                          -10.07 -10.11 -10.15 -10.19 -10.23   \n",
       "PE_Segment_1_Cf                           -4.38  -4.40  -4.43  -4.45  -4.47   \n",
       "PE_Segment_2_Strd                         -3.96  -3.98  -4.00  -4.02  -4.04   \n",
       "PE_Segment_3_WO                           -3.18  -3.19  -3.21  -3.23  -3.24   \n",
       "Elasticity_Promotion_1                    -3.67  -3.69  -3.71  -3.73  -3.75   \n",
       "Elasticity_Promotion_0                    -3.89  -3.91  -3.93  -3.95  -3.96   \n",
       "Brand5_own_Avg                            -2.18  -2.20  -2.22  -2.23  -2.25   \n",
       "Brand5_Cross_Brand_4_Avg                   0.30   0.30   0.30   0.30   0.29   \n",
       "Brand5_own_PE_WellOff                     -2.50  -2.52  -2.53  -2.54  -2.56   \n",
       "Brand5_Cross_Brand_4_WellOff               0.87   0.85   0.84   0.82   0.81   \n",
       "Brand5_own_PE_Standard                    -2.93  -2.95  -2.97  -2.98  -3.00   \n",
       "Brand5_Cross_Brand_4_Standard              0.08   0.08   0.07   0.07   0.07   \n",
       "Brand5_own_PE_Career_Focused              -0.79  -0.80  -0.80  -0.81  -0.82   \n",
       "Brand5_Cross_Brand_4_Career_Focused        0.12   0.11   0.11   0.11   0.11   \n",
       "Brand5_own_PE_Fewer_Opportunities         -2.63  -2.65  -2.67  -2.68  -2.70   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities   0.06   0.06   0.06   0.05   0.05   \n",
       "PE_Quantity_Prom_Yes                      -1.02  -1.02  -1.03  -1.04  -1.05   \n",
       "PE_Quantity_Prom_No                       -0.97  -0.98  -0.99  -1.00  -1.00   \n",
       "\n",
       "                                            238    239    240    241    242  \\\n",
       "Price_Point                                2.88   2.89   2.90   2.91   2.92   \n",
       "Mean_PE                                   -6.49  -6.52  -6.55  -6.58  -6.60   \n",
       "PE_Segment_0_FO                          -10.27 -10.31 -10.35 -10.39 -10.43   \n",
       "PE_Segment_1_Cf                           -4.50  -4.52  -4.54  -4.57  -4.59   \n",
       "PE_Segment_2_Strd                         -4.06  -4.07  -4.09  -4.11  -4.13   \n",
       "PE_Segment_3_WO                           -3.26  -3.27  -3.29  -3.31  -3.32   \n",
       "Elasticity_Promotion_1                    -3.77  -3.79  -3.81  -3.83  -3.85   \n",
       "Elasticity_Promotion_0                    -3.98  -4.00  -4.02  -4.04  -4.06   \n",
       "Brand5_own_Avg                            -2.27  -2.28  -2.30  -2.32  -2.33   \n",
       "Brand5_Cross_Brand_4_Avg                   0.29   0.29   0.29   0.28   0.28   \n",
       "Brand5_own_PE_WellOff                     -2.57  -2.58  -2.60  -2.61  -2.62   \n",
       "Brand5_Cross_Brand_4_WellOff               0.79   0.77   0.76   0.74   0.73   \n",
       "Brand5_own_PE_Standard                    -3.01  -3.03  -3.04  -3.06  -3.07   \n",
       "Brand5_Cross_Brand_4_Standard              0.07   0.07   0.07   0.07   0.07   \n",
       "Brand5_own_PE_Career_Focused              -0.82  -0.83  -0.84  -0.85  -0.85   \n",
       "Brand5_Cross_Brand_4_Career_Focused        0.11   0.11   0.11   0.11   0.11   \n",
       "Brand5_own_PE_Fewer_Opportunities         -2.72  -2.73  -2.75  -2.77  -2.78   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities   0.05   0.05   0.05   0.05   0.05   \n",
       "PE_Quantity_Prom_Yes                      -1.05  -1.06  -1.07  -1.08  -1.08   \n",
       "PE_Quantity_Prom_No                       -1.01  -1.02  -1.02  -1.03  -1.04   \n",
       "\n",
       "                                            243    244    245    246    247  \\\n",
       "Price_Point                                2.93   2.94   2.95   2.96   2.97   \n",
       "Mean_PE                                   -6.63  -6.66  -6.69  -6.72  -6.75   \n",
       "PE_Segment_0_FO                          -10.47 -10.51 -10.55 -10.58 -10.62   \n",
       "PE_Segment_1_Cf                           -4.61  -4.63  -4.66  -4.68  -4.70   \n",
       "PE_Segment_2_Strd                         -4.15  -4.16  -4.18  -4.20  -4.22   \n",
       "PE_Segment_3_WO                           -3.34  -3.36  -3.37  -3.39  -3.40   \n",
       "Elasticity_Promotion_1                    -3.87  -3.89  -3.91  -3.93  -3.95   \n",
       "Elasticity_Promotion_0                    -4.07  -4.09  -4.11  -4.13  -4.15   \n",
       "Brand5_own_Avg                            -2.35  -2.37  -2.39  -2.40  -2.42   \n",
       "Brand5_Cross_Brand_4_Avg                   0.28   0.28   0.27   0.27   0.27   \n",
       "Brand5_own_PE_WellOff                     -2.64  -2.65  -2.66  -2.67  -2.69   \n",
       "Brand5_Cross_Brand_4_WellOff               0.71   0.69   0.68   0.66   0.65   \n",
       "Brand5_own_PE_Standard                    -3.09  -3.10  -3.12  -3.13  -3.14   \n",
       "Brand5_Cross_Brand_4_Standard              0.07   0.07   0.07   0.06   0.06   \n",
       "Brand5_own_PE_Career_Focused              -0.86  -0.87  -0.88  -0.88  -0.89   \n",
       "Brand5_Cross_Brand_4_Career_Focused        0.11   0.11   0.11   0.10   0.10   \n",
       "Brand5_own_PE_Fewer_Opportunities         -2.80  -2.81  -2.83  -2.85  -2.86   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities   0.05   0.05   0.05   0.05   0.05   \n",
       "PE_Quantity_Prom_Yes                      -1.09  -1.10  -1.11  -1.12  -1.12   \n",
       "PE_Quantity_Prom_No                       -1.05  -1.05  -1.06  -1.07  -1.07   \n",
       "\n",
       "                                            248    249    250    251    252  \\\n",
       "Price_Point                                2.98   2.99   3.00   3.01   3.02   \n",
       "Mean_PE                                   -6.77  -6.80  -6.83  -6.86  -6.88   \n",
       "PE_Segment_0_FO                          -10.66 -10.70 -10.74 -10.78 -10.82   \n",
       "PE_Segment_1_Cf                           -4.72  -4.75  -4.77  -4.79  -4.81   \n",
       "PE_Segment_2_Strd                         -4.24  -4.25  -4.27  -4.29  -4.31   \n",
       "PE_Segment_3_WO                           -3.42  -3.44  -3.45  -3.47  -3.49   \n",
       "Elasticity_Promotion_1                    -3.97  -3.99  -4.01  -4.03  -4.05   \n",
       "Elasticity_Promotion_0                    -4.16  -4.18  -4.20  -4.22  -4.24   \n",
       "Brand5_own_Avg                            -2.44  -2.45  -2.47  -2.49  -2.51   \n",
       "Brand5_Cross_Brand_4_Avg                   0.27   0.26   0.26   0.26   0.26   \n",
       "Brand5_own_PE_WellOff                     -2.70  -2.71  -2.73  -2.74  -2.75   \n",
       "Brand5_Cross_Brand_4_WellOff               0.63   0.62   0.60   0.59   0.57   \n",
       "Brand5_own_PE_Standard                    -3.16  -3.17  -3.19  -3.20  -3.21   \n",
       "Brand5_Cross_Brand_4_Standard              0.06   0.06   0.06   0.06   0.06   \n",
       "Brand5_own_PE_Career_Focused              -0.90  -0.91  -0.91  -0.92  -0.93   \n",
       "Brand5_Cross_Brand_4_Career_Focused        0.10   0.10   0.10   0.10   0.10   \n",
       "Brand5_own_PE_Fewer_Opportunities         -2.88  -2.90  -2.91  -2.93  -2.94   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities   0.05   0.05   0.05   0.04   0.04   \n",
       "PE_Quantity_Prom_Yes                      -1.13  -1.14  -1.15  -1.16  -1.16   \n",
       "PE_Quantity_Prom_No                       -1.08  -1.09  -1.10  -1.11  -1.11   \n",
       "\n",
       "                                            253    254    255    256    257  \\\n",
       "Price_Point                                3.03   3.04   3.05   3.06   3.07   \n",
       "Mean_PE                                   -6.91  -6.94  -6.97  -6.99  -7.02   \n",
       "PE_Segment_0_FO                          -10.85 -10.89 -10.93 -10.97 -11.01   \n",
       "PE_Segment_1_Cf                           -4.83  -4.86  -4.88  -4.90  -4.92   \n",
       "PE_Segment_2_Strd                         -4.32  -4.34  -4.36  -4.38  -4.40   \n",
       "PE_Segment_3_WO                           -3.50  -3.52  -3.53  -3.55  -3.57   \n",
       "Elasticity_Promotion_1                    -4.07  -4.09  -4.11  -4.13  -4.15   \n",
       "Elasticity_Promotion_0                    -4.25  -4.27  -4.29  -4.31  -4.32   \n",
       "Brand5_own_Avg                            -2.52  -2.54  -2.56  -2.57  -2.59   \n",
       "Brand5_Cross_Brand_4_Avg                   0.25   0.25   0.25   0.25   0.24   \n",
       "Brand5_own_PE_WellOff                     -2.77  -2.78  -2.79  -2.81  -2.82   \n",
       "Brand5_Cross_Brand_4_WellOff               0.56   0.55   0.53   0.52   0.50   \n",
       "Brand5_own_PE_Standard                    -3.23  -3.24  -3.25  -3.27  -3.28   \n",
       "Brand5_Cross_Brand_4_Standard              0.06   0.06   0.06   0.06   0.05   \n",
       "Brand5_own_PE_Career_Focused              -0.94  -0.95  -0.95  -0.96  -0.97   \n",
       "Brand5_Cross_Brand_4_Career_Focused        0.10   0.10   0.10   0.10   0.10   \n",
       "Brand5_own_PE_Fewer_Opportunities         -2.96  -2.98  -2.99  -3.01  -3.02   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities   0.04   0.04   0.04   0.04   0.04   \n",
       "PE_Quantity_Prom_Yes                      -1.17  -1.18  -1.19  -1.20  -1.21   \n",
       "PE_Quantity_Prom_No                       -1.12  -1.13  -1.14  -1.14  -1.15   \n",
       "\n",
       "                                            258    259    260    261    262  \\\n",
       "Price_Point                                3.08   3.09   3.10   3.11   3.12   \n",
       "Mean_PE                                   -7.05  -7.07  -7.10  -7.13  -7.16   \n",
       "PE_Segment_0_FO                          -11.04 -11.08 -11.12 -11.16 -11.19   \n",
       "PE_Segment_1_Cf                           -4.94  -4.97  -4.99  -5.01  -5.03   \n",
       "PE_Segment_2_Strd                         -4.41  -4.43  -4.45  -4.47  -4.48   \n",
       "PE_Segment_3_WO                           -3.58  -3.60  -3.61  -3.63  -3.65   \n",
       "Elasticity_Promotion_1                    -4.17  -4.19  -4.20  -4.22  -4.24   \n",
       "Elasticity_Promotion_0                    -4.34  -4.36  -4.38  -4.40  -4.41   \n",
       "Brand5_own_Avg                            -2.61  -2.63  -2.64  -2.66  -2.68   \n",
       "Brand5_Cross_Brand_4_Avg                   0.24   0.24   0.24   0.23   0.23   \n",
       "Brand5_own_PE_WellOff                     -2.83  -2.85  -2.86  -2.87  -2.89   \n",
       "Brand5_Cross_Brand_4_WellOff               0.49   0.48   0.47   0.45   0.44   \n",
       "Brand5_own_PE_Standard                    -3.29  -3.31  -3.32  -3.33  -3.34   \n",
       "Brand5_Cross_Brand_4_Standard              0.05   0.05   0.05   0.05   0.05   \n",
       "Brand5_own_PE_Career_Focused              -0.98  -0.99  -0.99  -1.00  -1.01   \n",
       "Brand5_Cross_Brand_4_Career_Focused        0.09   0.09   0.09   0.09   0.09   \n",
       "Brand5_own_PE_Fewer_Opportunities         -3.04  -3.05  -3.07  -3.09  -3.10   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities   0.04   0.04   0.04   0.04   0.04   \n",
       "PE_Quantity_Prom_Yes                      -1.22  -1.22  -1.23  -1.24  -1.25   \n",
       "PE_Quantity_Prom_No                       -1.16  -1.17  -1.18  -1.19  -1.19   \n",
       "\n",
       "                                            263    264    265    266    267  \\\n",
       "Price_Point                                3.13   3.14   3.15   3.16   3.17   \n",
       "Mean_PE                                   -7.18  -7.21  -7.24  -7.26  -7.29   \n",
       "PE_Segment_0_FO                          -11.23 -11.27 -11.31 -11.34 -11.38   \n",
       "PE_Segment_1_Cf                           -5.05  -5.07  -5.10  -5.12  -5.14   \n",
       "PE_Segment_2_Strd                         -4.50  -4.52  -4.54  -4.55  -4.57   \n",
       "PE_Segment_3_WO                           -3.66  -3.68  -3.69  -3.71  -3.72   \n",
       "Elasticity_Promotion_1                    -4.26  -4.28  -4.30  -4.32  -4.34   \n",
       "Elasticity_Promotion_0                    -4.43  -4.45  -4.47  -4.48  -4.50   \n",
       "Brand5_own_Avg                            -2.69  -2.71  -2.73  -2.74  -2.76   \n",
       "Brand5_Cross_Brand_4_Avg                   0.23   0.23   0.23   0.22   0.22   \n",
       "Brand5_own_PE_WellOff                     -2.90  -2.91  -2.93  -2.94  -2.95   \n",
       "Brand5_Cross_Brand_4_WellOff               0.43   0.42   0.40   0.39   0.38   \n",
       "Brand5_own_PE_Standard                    -3.36  -3.37  -3.38  -3.39  -3.41   \n",
       "Brand5_Cross_Brand_4_Standard              0.05   0.05   0.05   0.05   0.05   \n",
       "Brand5_own_PE_Career_Focused              -1.02  -1.03  -1.04  -1.05  -1.05   \n",
       "Brand5_Cross_Brand_4_Career_Focused        0.09   0.09   0.09   0.09   0.09   \n",
       "Brand5_own_PE_Fewer_Opportunities         -3.12  -3.13  -3.15  -3.16  -3.18   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities   0.04   0.04   0.04   0.04   0.04   \n",
       "PE_Quantity_Prom_Yes                      -1.26  -1.27  -1.28  -1.29  -1.30   \n",
       "PE_Quantity_Prom_No                       -1.20  -1.21  -1.22  -1.23  -1.24   \n",
       "\n",
       "                                            268    269    270    271    272  \\\n",
       "Price_Point                                3.18   3.19   3.20   3.21   3.22   \n",
       "Mean_PE                                   -7.32  -7.34  -7.37  -7.39  -7.42   \n",
       "PE_Segment_0_FO                          -11.42 -11.46 -11.49 -11.53 -11.57   \n",
       "PE_Segment_1_Cf                           -5.16  -5.18  -5.20  -5.22  -5.25   \n",
       "PE_Segment_2_Strd                         -4.59  -4.61  -4.62  -4.64  -4.66   \n",
       "PE_Segment_3_WO                           -3.74  -3.76  -3.77  -3.79  -3.80   \n",
       "Elasticity_Promotion_1                    -4.36  -4.38  -4.40  -4.42  -4.43   \n",
       "Elasticity_Promotion_0                    -4.52  -4.54  -4.55  -4.57  -4.59   \n",
       "Brand5_own_Avg                            -2.78  -2.80  -2.81  -2.83  -2.85   \n",
       "Brand5_Cross_Brand_4_Avg                   0.22   0.22   0.21   0.21   0.21   \n",
       "Brand5_own_PE_WellOff                     -2.97  -2.98  -2.99  -3.01  -3.02   \n",
       "Brand5_Cross_Brand_4_WellOff               0.37   0.36   0.35   0.34   0.33   \n",
       "Brand5_own_PE_Standard                    -3.42  -3.43  -3.44  -3.46  -3.47   \n",
       "Brand5_Cross_Brand_4_Standard              0.05   0.04   0.04   0.04   0.04   \n",
       "Brand5_own_PE_Career_Focused              -1.06  -1.07  -1.08  -1.09  -1.10   \n",
       "Brand5_Cross_Brand_4_Career_Focused        0.09   0.09   0.09   0.08   0.08   \n",
       "Brand5_own_PE_Fewer_Opportunities         -3.19  -3.21  -3.22  -3.24  -3.25   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities   0.04   0.03   0.03   0.03   0.03   \n",
       "PE_Quantity_Prom_Yes                      -1.31  -1.32  -1.33  -1.34  -1.34   \n",
       "PE_Quantity_Prom_No                       -1.25  -1.25  -1.26  -1.27  -1.28   \n",
       "\n",
       "                                            273    274    275    276    277  \\\n",
       "Price_Point                                3.23   3.24   3.25   3.26   3.27   \n",
       "Mean_PE                                   -7.45  -7.47  -7.50  -7.53  -7.55   \n",
       "PE_Segment_0_FO                          -11.61 -11.64 -11.68 -11.72 -11.75   \n",
       "PE_Segment_1_Cf                           -5.27  -5.29  -5.31  -5.33  -5.35   \n",
       "PE_Segment_2_Strd                         -4.68  -4.69  -4.71  -4.73  -4.74   \n",
       "PE_Segment_3_WO                           -3.82  -3.84  -3.85  -3.87  -3.88   \n",
       "Elasticity_Promotion_1                    -4.45  -4.47  -4.49  -4.51  -4.53   \n",
       "Elasticity_Promotion_0                    -4.61  -4.62  -4.64  -4.66  -4.68   \n",
       "Brand5_own_Avg                            -2.86  -2.88  -2.90  -2.91  -2.93   \n",
       "Brand5_Cross_Brand_4_Avg                   0.21   0.20   0.20   0.20   0.20   \n",
       "Brand5_own_PE_WellOff                     -3.03  -3.05  -3.06  -3.07  -3.09   \n",
       "Brand5_Cross_Brand_4_WellOff               0.32   0.31   0.30   0.29   0.28   \n",
       "Brand5_own_PE_Standard                    -3.48  -3.49  -3.50  -3.52  -3.53   \n",
       "Brand5_Cross_Brand_4_Standard              0.04   0.04   0.04   0.04   0.04   \n",
       "Brand5_own_PE_Career_Focused              -1.11  -1.12  -1.12  -1.13  -1.14   \n",
       "Brand5_Cross_Brand_4_Career_Focused        0.08   0.08   0.08   0.08   0.08   \n",
       "Brand5_own_PE_Fewer_Opportunities         -3.27  -3.28  -3.30  -3.31  -3.33   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities   0.03   0.03   0.03   0.03   0.03   \n",
       "PE_Quantity_Prom_Yes                      -1.35  -1.36  -1.37  -1.38  -1.39   \n",
       "PE_Quantity_Prom_No                       -1.29  -1.30  -1.31  -1.32  -1.33   \n",
       "\n",
       "                                            278    279    280    281    282  \\\n",
       "Price_Point                                3.28   3.29   3.30   3.31   3.32   \n",
       "Mean_PE                                   -7.58  -7.60  -7.63  -7.66  -7.68   \n",
       "PE_Segment_0_FO                          -11.79 -11.83 -11.86 -11.90 -11.94   \n",
       "PE_Segment_1_Cf                           -5.37  -5.39  -5.41  -5.44  -5.46   \n",
       "PE_Segment_2_Strd                         -4.76  -4.78  -4.80  -4.81  -4.83   \n",
       "PE_Segment_3_WO                           -3.90  -3.91  -3.93  -3.94  -3.96   \n",
       "Elasticity_Promotion_1                    -4.55  -4.57  -4.59  -4.60  -4.62   \n",
       "Elasticity_Promotion_0                    -4.69  -4.71  -4.73  -4.74  -4.76   \n",
       "Brand5_own_Avg                            -2.95  -2.96  -2.98  -3.00  -3.01   \n",
       "Brand5_Cross_Brand_4_Avg                   0.20   0.19   0.19   0.19   0.19   \n",
       "Brand5_own_PE_WellOff                     -3.10  -3.11  -3.13  -3.14  -3.15   \n",
       "Brand5_Cross_Brand_4_WellOff               0.27   0.26   0.25   0.25   0.24   \n",
       "Brand5_own_PE_Standard                    -3.54  -3.55  -3.56  -3.58  -3.59   \n",
       "Brand5_Cross_Brand_4_Standard              0.04   0.04   0.04   0.04   0.04   \n",
       "Brand5_own_PE_Career_Focused              -1.15  -1.16  -1.17  -1.18  -1.19   \n",
       "Brand5_Cross_Brand_4_Career_Focused        0.08   0.08   0.08   0.08   0.08   \n",
       "Brand5_own_PE_Fewer_Opportunities         -3.34  -3.36  -3.37  -3.39  -3.40   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities   0.03   0.03   0.03   0.03   0.03   \n",
       "PE_Quantity_Prom_Yes                      -1.41  -1.42  -1.43  -1.44  -1.45   \n",
       "PE_Quantity_Prom_No                       -1.34  -1.35  -1.36  -1.37  -1.38   \n",
       "\n",
       "                                            283    284    285    286    287  \\\n",
       "Price_Point                                3.33   3.34   3.35   3.36   3.37   \n",
       "Mean_PE                                   -7.71  -7.73  -7.76  -7.78  -7.81   \n",
       "PE_Segment_0_FO                          -11.98 -12.01 -12.05 -12.09 -12.12   \n",
       "PE_Segment_1_Cf                           -5.48  -5.50  -5.52  -5.54  -5.56   \n",
       "PE_Segment_2_Strd                         -4.85  -4.86  -4.88  -4.90  -4.92   \n",
       "PE_Segment_3_WO                           -3.98  -3.99  -4.01  -4.02  -4.04   \n",
       "Elasticity_Promotion_1                    -4.64  -4.66  -4.68  -4.70  -4.72   \n",
       "Elasticity_Promotion_0                    -4.78  -4.80  -4.81  -4.83  -4.85   \n",
       "Brand5_own_Avg                            -3.03  -3.05  -3.06  -3.08  -3.09   \n",
       "Brand5_Cross_Brand_4_Avg                   0.19   0.18   0.18   0.18   0.18   \n",
       "Brand5_own_PE_WellOff                     -3.17  -3.18  -3.19  -3.21  -3.22   \n",
       "Brand5_Cross_Brand_4_WellOff               0.23   0.22   0.22   0.21   0.20   \n",
       "Brand5_own_PE_Standard                    -3.60  -3.61  -3.62  -3.64  -3.65   \n",
       "Brand5_Cross_Brand_4_Standard              0.04   0.03   0.03   0.03   0.03   \n",
       "Brand5_own_PE_Career_Focused              -1.20  -1.21  -1.22  -1.23  -1.24   \n",
       "Brand5_Cross_Brand_4_Career_Focused        0.08   0.08   0.07   0.07   0.07   \n",
       "Brand5_own_PE_Fewer_Opportunities         -3.42  -3.43  -3.44  -3.46  -3.47   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities   0.03   0.03   0.03   0.03   0.03   \n",
       "PE_Quantity_Prom_Yes                      -1.46  -1.47  -1.48  -1.49  -1.50   \n",
       "PE_Quantity_Prom_No                       -1.39  -1.40  -1.41  -1.42  -1.43   \n",
       "\n",
       "                                            288    289    290    291    292  \\\n",
       "Price_Point                                3.38   3.39   3.40   3.41   3.42   \n",
       "Mean_PE                                   -7.83  -7.86  -7.89  -7.91  -7.94   \n",
       "PE_Segment_0_FO                          -12.16 -12.20 -12.23 -12.27 -12.31   \n",
       "PE_Segment_1_Cf                           -5.58  -5.60  -5.62  -5.64  -5.66   \n",
       "PE_Segment_2_Strd                         -4.93  -4.95  -4.97  -4.98  -5.00   \n",
       "PE_Segment_3_WO                           -4.05  -4.07  -4.08  -4.10  -4.12   \n",
       "Elasticity_Promotion_1                    -4.73  -4.75  -4.77  -4.79  -4.81   \n",
       "Elasticity_Promotion_0                    -4.86  -4.88  -4.90  -4.92  -4.93   \n",
       "Brand5_own_Avg                            -3.11  -3.13  -3.14  -3.16  -3.18   \n",
       "Brand5_Cross_Brand_4_Avg                   0.18   0.17   0.17   0.17   0.17   \n",
       "Brand5_own_PE_WellOff                     -3.23  -3.25  -3.26  -3.27  -3.29   \n",
       "Brand5_Cross_Brand_4_WellOff               0.20   0.19   0.18   0.18   0.17   \n",
       "Brand5_own_PE_Standard                    -3.66  -3.67  -3.68  -3.69  -3.70   \n",
       "Brand5_Cross_Brand_4_Standard              0.03   0.03   0.03   0.03   0.03   \n",
       "Brand5_own_PE_Career_Focused              -1.25  -1.26  -1.27  -1.28  -1.29   \n",
       "Brand5_Cross_Brand_4_Career_Focused        0.07   0.07   0.07   0.07   0.07   \n",
       "Brand5_own_PE_Fewer_Opportunities         -3.49  -3.50  -3.52  -3.53  -3.54   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities   0.03   0.03   0.03   0.03   0.03   \n",
       "PE_Quantity_Prom_Yes                      -1.51  -1.52  -1.54  -1.55  -1.56   \n",
       "PE_Quantity_Prom_No                       -1.44  -1.45  -1.46  -1.47  -1.48   \n",
       "\n",
       "                                            293    294    295    296    297  \\\n",
       "Price_Point                                3.43   3.44   3.45   3.46   3.47   \n",
       "Mean_PE                                   -7.96  -7.99  -8.01  -8.04  -8.06   \n",
       "PE_Segment_0_FO                          -12.34 -12.38 -12.42 -12.45 -12.49   \n",
       "PE_Segment_1_Cf                           -5.68  -5.70  -5.72  -5.74  -5.76   \n",
       "PE_Segment_2_Strd                         -5.02  -5.03  -5.05  -5.07  -5.09   \n",
       "PE_Segment_3_WO                           -4.13  -4.15  -4.16  -4.18  -4.19   \n",
       "Elasticity_Promotion_1                    -4.83  -4.84  -4.86  -4.88  -4.90   \n",
       "Elasticity_Promotion_0                    -4.95  -4.97  -4.98  -5.00  -5.02   \n",
       "Brand5_own_Avg                            -3.19  -3.21  -3.23  -3.24  -3.26   \n",
       "Brand5_Cross_Brand_4_Avg                   0.17   0.16   0.16   0.16   0.16   \n",
       "Brand5_own_PE_WellOff                     -3.30  -3.31  -3.33  -3.34  -3.35   \n",
       "Brand5_Cross_Brand_4_WellOff               0.16   0.16   0.15   0.15   0.14   \n",
       "Brand5_own_PE_Standard                    -3.72  -3.73  -3.74  -3.75  -3.76   \n",
       "Brand5_Cross_Brand_4_Standard              0.03   0.03   0.03   0.03   0.03   \n",
       "Brand5_own_PE_Career_Focused              -1.30  -1.31  -1.32  -1.33  -1.34   \n",
       "Brand5_Cross_Brand_4_Career_Focused        0.07   0.07   0.07   0.07   0.07   \n",
       "Brand5_own_PE_Fewer_Opportunities         -3.56  -3.57  -3.59  -3.60  -3.61   \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities   0.02   0.02   0.02   0.02   0.02   \n",
       "PE_Quantity_Prom_Yes                      -1.57  -1.58  -1.59  -1.61  -1.62   \n",
       "PE_Quantity_Prom_No                       -1.49  -1.50  -1.51  -1.52  -1.53   \n",
       "\n",
       "                                            298    299  \n",
       "Price_Point                                3.48   3.49  \n",
       "Mean_PE                                   -8.09  -8.11  \n",
       "PE_Segment_0_FO                          -12.53 -12.56  \n",
       "PE_Segment_1_Cf                           -5.78  -5.80  \n",
       "PE_Segment_2_Strd                         -5.10  -5.12  \n",
       "PE_Segment_3_WO                           -4.21  -4.22  \n",
       "Elasticity_Promotion_1                    -4.92  -4.93  \n",
       "Elasticity_Promotion_0                    -5.03  -5.05  \n",
       "Brand5_own_Avg                            -3.27  -3.29  \n",
       "Brand5_Cross_Brand_4_Avg                   0.16   0.15  \n",
       "Brand5_own_PE_WellOff                     -3.37  -3.38  \n",
       "Brand5_Cross_Brand_4_WellOff               0.14   0.13  \n",
       "Brand5_own_PE_Standard                    -3.77  -3.78  \n",
       "Brand5_Cross_Brand_4_Standard              0.03   0.03  \n",
       "Brand5_own_PE_Career_Focused              -1.35  -1.36  \n",
       "Brand5_Cross_Brand_4_Career_Focused        0.07   0.07  \n",
       "Brand5_own_PE_Fewer_Opportunities         -3.63  -3.64  \n",
       "Brand5_Cross_Brand_4_Fewer_Opportunities   0.02   0.02  \n",
       "PE_Quantity_Prom_Yes                      -1.63  -1.64  \n",
       "PE_Quantity_Prom_No                       -1.54  -1.56  "
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "price_elasticities.loc['PE_Quantity_Prom_Yes'] = price_elasticity_quantity_promotion_yes\n",
    "price_elasticities.loc['PE_Quantity_Prom_No'] = price_elasticity_quantity_promotion_no\n",
    "pd.options.display.max_columns = None\n",
    "# Master dataframe of price elasticity\n",
    "price_elasticities.to_csv('price_elasticities_Master.csv')\n",
    "price_elasticities "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 648x432 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot the two elasticities side by side. \n",
    "plt.figure(figsize = (9, 6))\n",
    "plt.plot(price_range, price_elasticity_quantity_promotion_yes, color = 'b', label = 'Price Elasticity WITH Promotion') \n",
    "plt.plot(price_range, price_elasticity_quantity_promotion_no, color = 'r', label = 'Price Elasticity WITHOUT Promotion') \n",
    "plt.xlabel('Price',  fontsize =15)\n",
    "plt.ylabel('Elasticity',  fontsize =15)\n",
    "plt.title('Price Elasticity of Purchase Quantity under Promotion',  fontsize =15)\n",
    "plt.axvline(2.81, color='blue', linewidth=2, label = 'The maximum price of product')\n",
    "# show the legend\n",
    "plt.legend( bbox_to_anchor = (1, 0.5), loc = 6)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- The plot shows that that customers are a little bit **more elastic** when there is a promotion. However overall customers are inelastic towards purchase quantity for all prices from 0,5 dollars to ca. 2.80 dollars. The most expensive brand cost 2,80 dollars. below 2,80 dollars. The two lines practically overlap at many of the price points.  Thus, neither price nor promotions shifts appear to affect the customer's decision. based on this analysis."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<a id='Conclusion'></a>\n",
    "## 5. Conclusion"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> Throughout this analysis, I analysed customers in FMCG industry. \n",
    ">- Part1: Applying several basic techniques such as K-Means clustering and dimensionality reduction with PCA, I conducted segmentation marketing efforts in the first part of analysis.\n",
    ">- Part2: Then in the purchase analytics. I combined the segmentation results with some descriptive statistics. This analysis allowed me to extract some unexpected insights about the revenue distribution by brand and by customer segment. Finally, by modelling with linear and logistic regression, I quantified the elasticities of purchase probability brand choice and purchase quantity. The findings provide a fresh perspective on the different pricing strategies we could pursue in order to sustain or maximize the revenue.\n"
   ]
  }
 ],
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