post-op activity data.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "96091a56",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from sklearn.model_selection import train_test_split\n",
    "import statsmodels.api as sm\n",
    "from sklearn.preprocessing import StandardScaler\n",
    "from sklearn.linear_model import LogisticRegression\n",
    "from sklearn.metrics import classification_report\n",
    "from sklearn.metrics import confusion_matrix\n",
    "from imblearn.over_sampling import SMOTE\n",
    "from sklearn import metrics\n",
    "\n",
    "# change the max_rows/columns value\n",
    "pd.set_option('display.max_rows', 30)\n",
    "pd.set_option('display.max_columns', 30)\n",
    "pd.set_option('display.width', 1000)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "66b7af5d",
   "metadata": {},
   "source": [
    "# Data processing"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "50c45c16",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(36024, 23)"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# load the post operation dataset\n",
    "df_post = pd.read_excel('Activity data non preop.xlsx')\n",
    "df_post.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "85eb1c23",
   "metadata": {},
   "source": [
    "The dataset has 36,024 rows and 23 columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "b0e67287",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>StudyID</th>\n",
       "      <th>StudyVisit</th>\n",
       "      <th>DateReceived</th>\n",
       "      <th>ActivityTypeCode</th>\n",
       "      <th>OtherDescription</th>\n",
       "      <th>ComplexClassification</th>\n",
       "      <th>Performed</th>\n",
       "      <th>Months</th>\n",
       "      <th>AvgTimesMonth</th>\n",
       "      <th>MinutesOccasion</th>\n",
       "      <th>HipPain</th>\n",
       "      <th>ReducedTime</th>\n",
       "      <th>HealthProblem</th>\n",
       "      <th>HealthProblemNote</th>\n",
       "      <th>AgePreOp</th>\n",
       "      <th>Gender</th>\n",
       "      <th>HeightCurrent</th>\n",
       "      <th>WeightCurrent</th>\n",
       "      <th>BMI_Current</th>\n",
       "      <th>SurgeryDate</th>\n",
       "      <th>AgeSurgery</th>\n",
       "      <th>RevisionSurgery</th>\n",
       "      <th>PainEver</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>6001</td>\n",
       "      <td>T2</td>\n",
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       "      <td>59.0</td>\n",
       "      <td>Male</td>\n",
       "      <td>181.5</td>\n",
       "      <td>100.1</td>\n",
       "      <td>30.39</td>\n",
       "      <td>2007-12-10</td>\n",
       "      <td>59.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>6001</td>\n",
       "      <td>T5</td>\n",
       "      <td>2013-02-26</td>\n",
       "      <td>cycle</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>7</td>\n",
       "      <td>12</td>\n",
       "      <td>60.0</td>\n",
       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>59.0</td>\n",
       "      <td>Male</td>\n",
       "      <td>181.5</td>\n",
       "      <td>100.1</td>\n",
       "      <td>30.39</td>\n",
       "      <td>2007-12-10</td>\n",
       "      <td>59.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>6001</td>\n",
       "      <td>T3</td>\n",
       "      <td>2012-01-31</td>\n",
       "      <td>cycle</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>8</td>\n",
       "      <td>16</td>\n",
       "      <td>90.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>59.0</td>\n",
       "      <td>Male</td>\n",
       "      <td>181.5</td>\n",
       "      <td>100.1</td>\n",
       "      <td>30.39</td>\n",
       "      <td>2007-12-10</td>\n",
       "      <td>59.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>6001</td>\n",
       "      <td>T2</td>\n",
       "      <td>2010-01-25</td>\n",
       "      <td>cycle</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>15</td>\n",
       "      <td>35.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>59.0</td>\n",
       "      <td>Male</td>\n",
       "      <td>181.5</td>\n",
       "      <td>100.1</td>\n",
       "      <td>30.39</td>\n",
       "      <td>2007-12-10</td>\n",
       "      <td>59.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>6001</td>\n",
       "      <td>T1</td>\n",
       "      <td>2008-12-04</td>\n",
       "      <td>cycle</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>30</td>\n",
       "      <td>45.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>59.0</td>\n",
       "      <td>Male</td>\n",
       "      <td>181.5</td>\n",
       "      <td>100.1</td>\n",
       "      <td>30.39</td>\n",
       "      <td>2007-12-10</td>\n",
       "      <td>59.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
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       "    <tr>\n",
       "      <th>36019</th>\n",
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       "      <td>2012-10-22</td>\n",
       "      <td>walkp</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>79.0</td>\n",
       "      <td>Male</td>\n",
       "      <td>174.0</td>\n",
       "      <td>77.0</td>\n",
       "      <td>25.43</td>\n",
       "      <td>2005-07-25</td>\n",
       "      <td>71.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36020</th>\n",
       "      <td>9067</td>\n",
       "      <td>Baseline</td>\n",
       "      <td>2012-10-22</td>\n",
       "      <td>weed</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>6</td>\n",
       "      <td>30</td>\n",
       "      <td>240.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>79.0</td>\n",
       "      <td>Male</td>\n",
       "      <td>174.0</td>\n",
       "      <td>77.0</td>\n",
       "      <td>25.43</td>\n",
       "      <td>2005-07-25</td>\n",
       "      <td>71.0</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>36021</th>\n",
       "      <td>9067</td>\n",
       "      <td>Baseline</td>\n",
       "      <td>2012-10-22</td>\n",
       "      <td>window</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>90.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>79.0</td>\n",
       "      <td>Male</td>\n",
       "      <td>174.0</td>\n",
       "      <td>77.0</td>\n",
       "      <td>25.43</td>\n",
       "      <td>2005-07-25</td>\n",
       "      <td>71.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36022</th>\n",
       "      <td>9067</td>\n",
       "      <td>Baseline</td>\n",
       "      <td>2012-10-22</td>\n",
       "      <td>zzz other</td>\n",
       "      <td>Farming &amp; Gardening</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>60.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>79.0</td>\n",
       "      <td>Male</td>\n",
       "      <td>174.0</td>\n",
       "      <td>77.0</td>\n",
       "      <td>25.43</td>\n",
       "      <td>2005-07-25</td>\n",
       "      <td>71.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36023</th>\n",
       "      <td>6276</td>\n",
       "      <td>T1</td>\n",
       "      <td>2010-05-27</td>\n",
       "      <td>zzz other</td>\n",
       "      <td>trampoline</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>30</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>77.0</td>\n",
       "      <td>Female</td>\n",
       "      <td>160.0</td>\n",
       "      <td>61.3</td>\n",
       "      <td>23.95</td>\n",
       "      <td>2009-01-15</td>\n",
       "      <td>77.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>36024 rows × 23 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       StudyID StudyVisit DateReceived ActivityTypeCode     OtherDescription  ComplexClassification  Performed  Months  AvgTimesMonth  MinutesOccasion  HipPain  ReducedTime  HealthProblem HealthProblemNote  AgePreOp  Gender  HeightCurrent  WeightCurrent  BMI_Current SurgeryDate  AgeSurgery  RevisionSurgery  PainEver\n",
       "0         6001         T2   2010-01-25            aquaf                  NaN                      1          1       3              1             90.0        0            0              0               NaN      59.0    Male          181.5          100.1        30.39  2007-12-10        59.0              0.0         1\n",
       "1         6001         T5   2013-02-26            cycle                  NaN                      1          1       7             12             60.0        0            0              0               NaN      59.0    Male          181.5          100.1        30.39  2007-12-10        59.0              0.0         1\n",
       "2         6001         T3   2012-01-31            cycle                  NaN                      1          1       8             16             90.0        0            0              0               NaN      59.0    Male          181.5          100.1        30.39  2007-12-10        59.0              0.0         1\n",
       "3         6001         T2   2010-01-25            cycle                  NaN                      1          1      12             15             35.0        0            0              0               NaN      59.0    Male          181.5          100.1        30.39  2007-12-10        59.0              0.0         1\n",
       "4         6001         T1   2008-12-04            cycle                  NaN                      1          1      12             30             45.0        0            0              0               NaN      59.0    Male          181.5          100.1        30.39  2007-12-10        59.0              0.0         1\n",
       "...        ...        ...          ...              ...                  ...                    ...        ...     ...            ...              ...      ...          ...            ...               ...       ...     ...            ...            ...          ...         ...         ...              ...       ...\n",
       "36019     9067   Baseline   2012-10-22            walkp                  NaN                      3          1      12             30            240.0        0            0              0               NaN      79.0    Male          174.0           77.0        25.43  2005-07-25        71.0              NaN         0\n",
       "36020     9067   Baseline   2012-10-22             weed                  NaN                      4          1       6             30            240.0        0            0              0               NaN      79.0    Male          174.0           77.0        25.43  2005-07-25        71.0              NaN         0\n",
       "36021     9067   Baseline   2012-10-22           window                  NaN                      4          1       2              1             90.0        0            0              0               NaN      79.0    Male          174.0           77.0        25.43  2005-07-25        71.0              NaN         0\n",
       "36022     9067   Baseline   2012-10-22        zzz other  Farming & Gardening                      4          1       2              2             60.0        0            0              0               NaN      79.0    Male          174.0           77.0        25.43  2005-07-25        71.0              NaN         0\n",
       "36023     6276         T1   2010-05-27        zzz other           trampoline                      3          1      12             30              2.0        0            0              0               NaN      77.0  Female          160.0           61.3        23.95  2009-01-15        77.0              0.0         1\n",
       "\n",
       "[36024 rows x 23 columns]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_post"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "37fad2f6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "StudyID                      0\n",
       "StudyVisit                   4\n",
       "DateReceived                 4\n",
       "ActivityTypeCode             0\n",
       "OtherDescription         33919\n",
       "ComplexClassification        0\n",
       "Performed                    0\n",
       "Months                       0\n",
       "AvgTimesMonth                0\n",
       "MinutesOccasion              0\n",
       "HipPain                      0\n",
       "ReducedTime                  0\n",
       "HealthProblem                0\n",
       "HealthProblemNote        26756\n",
       "AgePreOp                    13\n",
       "Gender                      13\n",
       "HeightCurrent               13\n",
       "WeightCurrent               13\n",
       "BMI_Current                 13\n",
       "SurgeryDate                 13\n",
       "AgeSurgery                  13\n",
       "RevisionSurgery            121\n",
       "PainEver                     0\n",
       "dtype: int64"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# check the missing values\n",
    "df_post.isna().sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "4f82c6ee",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "20265"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# check the number of 'PainEver'\n",
    "df_post['PainEver'].sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "7c0983d7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "20265"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# remove the patients having no pain from all trials (baseline and T1-T5)\n",
    "keep = df_post.groupby([\"StudyID\"])[\"HipPain\"].transform(sum) > 0\n",
    "df_post = df_post.loc[keep]\n",
    "df_post['PainEver'].sum()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4138ba5c",
   "metadata": {},
   "source": [
    "the number of 'PainEver' is equal to the number of the above code. -> Both the code and the data are correct."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "9519ccbe",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(19181, 19)"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# remove the unncessary columns and noisy values ('ActivityTypeCode'='zzz other')\n",
    "df_post =df_post.drop([\"StudyID\",'PainEver','ComplexClassification'],axis=1)\n",
    "df_post = df_post[df_post['HipPain'].notna()]\n",
    "df_post = df_post[df_post['ActivityTypeCode']!='zzz other']\n",
    "\n",
    "# add the new columns for later use: activtiyAmount & activtiyFreq\n",
    "df_post['activtiyAmount'] = df_post['AvgTimesMonth']*df_post['Months']*df_post['MinutesOccasion']/12\n",
    "df_post['activtiyFreq']=df_post['AvgTimesMonth']*df_post['Months']/12\n",
    "\n",
    "# delete the unnecessary columns\n",
    "df_post = df_post.drop(['AvgTimesMonth','Months','MinutesOccasion'],axis=1)\n",
    "df_post.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "88dcff56",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\vickytc\\AppData\\Local\\Temp\\ipykernel_9784\\1556362389.py:7: FutureWarning: In a future version, `df.iloc[:, i] = newvals` will attempt to set the values inplace instead of always setting a new array. To retain the old behavior, use either `df[df.columns[i]] = newvals` or, if columns are non-unique, `df.isetitem(i, newvals)`\n",
      "  df_post.iloc[:,6:] = df_post.iloc[:,6:].notnull().astype('int')\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th>ActivityTypeCode</th>\n",
       "      <th>StudyVisit</th>\n",
       "      <th>HipPain</th>\n",
       "      <th>ReducedTime</th>\n",
       "      <th>HealthProblem</th>\n",
       "      <th>activtiyAmount</th>\n",
       "      <th>activtiyFreq</th>\n",
       "      <th>aerob</th>\n",
       "      <th>aquaf</th>\n",
       "      <th>backp</th>\n",
       "      <th>badm</th>\n",
       "      <th>baskb</th>\n",
       "      <th>bath</th>\n",
       "      <th>bowl</th>\n",
       "      <th>canrow</th>\n",
       "      <th>carp</th>\n",
       "      <th>...</th>\n",
       "      <th>socc</th>\n",
       "      <th>spade</th>\n",
       "      <th>squash</th>\n",
       "      <th>stairs</th>\n",
       "      <th>swim</th>\n",
       "      <th>table</th>\n",
       "      <th>tennd</th>\n",
       "      <th>tenns</th>\n",
       "      <th>volleyb</th>\n",
       "      <th>walke</th>\n",
       "      <th>walkp</th>\n",
       "      <th>waters</th>\n",
       "      <th>weed</th>\n",
       "      <th>weight</th>\n",
       "      <th>window</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>60.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "      <td>...</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>80.000000</td>\n",
       "      <td>8.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <td>...</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>900.000000</td>\n",
       "      <td>30.000000</td>\n",
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       "      <td>Baseline</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <td>0.416667</td>\n",
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       "      <td>Baseline</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <th>19176</th>\n",
       "      <td>T5</td>\n",
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       "      <td>T5</td>\n",
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       "      <td>1</td>\n",
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       "    <tr>\n",
       "      <th>19178</th>\n",
       "      <td>T5</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>5400.000000</td>\n",
       "      <td>30.000000</td>\n",
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       "    <tr>\n",
       "      <th>19179</th>\n",
       "      <td>T5</td>\n",
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       "      <td>1</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <td>0</td>\n",
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       "    <tr>\n",
       "      <th>19180</th>\n",
       "      <td>T5</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>16500.000000</td>\n",
       "      <td>27.500000</td>\n",
       "      <td>0</td>\n",
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       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>19181 rows × 60 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "ActivityTypeCode StudyVisit  HipPain  ReducedTime  HealthProblem  activtiyAmount  activtiyFreq  aerob  aquaf  backp  badm  baskb  bath  bowl  canrow  carp  ...  socc  spade  squash  stairs  swim  table  tennd  tenns  volleyb  walke  walkp  waters  weed  weight  window\n",
       "0                       NaN        0            0              0       60.000000      1.000000      0      0      0     0      0     0     0       0     0  ...     0      0       0       0     0      0      0      0        0      0      0       0     0       0       0\n",
       "1                       NaN        0            0              0       80.000000      8.000000      0      0      0     0      0     0     0       0     0  ...     0      0       0       0     0      0      0      0        0      0      0       0     0       0       0\n",
       "2                       NaN        0            0              0      900.000000     30.000000      0      0      0     0      0     0     0       0     0  ...     0      0       0       0     0      0      0      0        0      0      0       0     0       0       0\n",
       "3                  Baseline        0            0              0        0.416667      0.083333      0      0      0     0      0     0     0       0     0  ...     0      0       0       0     0      0      0      0        0      0      0       0     0       0       0\n",
       "4                  Baseline        0            0              0        0.416667      0.083333      0      0      0     0      0     0     0       0     0  ...     0      0       0       0     0      0      0      0        0      0      0       0     0       0       0\n",
       "...                     ...      ...          ...            ...             ...           ...    ...    ...    ...   ...    ...   ...   ...     ...   ...  ...   ...    ...     ...     ...   ...    ...    ...    ...      ...    ...    ...     ...   ...     ...     ...\n",
       "19176                    T5        1            1              1     3600.000000     30.000000      0      0      0     0      0     0     0       0     0  ...     0      0       0       0     0      0      0      0        0      0      1       0     0       0       0\n",
       "19177                    T5        1            1              1     3600.000000     30.000000      0      0      0     0      0     0     0       0     0  ...     0      0       0       0     0      0      0      0        0      0      0       0     0       0       0\n",
       "19178                    T5        1            1              1     5400.000000     30.000000      0      0      0     0      0     0     0       0     0  ...     0      0       0       0     0      0      0      0        0      0      0       0     0       0       0\n",
       "19179                    T5        1            1              1     7200.000000     30.000000      0      0      0     0      0     0     0       0     0  ...     0      0       0       0     0      0      0      0        0      0      1       0     0       0       0\n",
       "19180                    T5        1            1              1    16500.000000     27.500000      0      0      0     0      0     0     0       0     0  ...     0      0       0       0     0      0      0      0        0      0      1       0     0       0       0\n",
       "\n",
       "[19181 rows x 60 columns]"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# long data -> wide data: make ActivityTypeCode become variables (columns)\n",
    "df_post['New']=df_post.groupby(['StudyVisit','HipPain','ReducedTime','HealthProblem','activtiyAmount','activtiyFreq']).cumcount()\n",
    "df_post=df_post.pivot(values='ActivityTypeCode',index=['StudyVisit','HipPain','ReducedTime','HealthProblem','activtiyAmount','activtiyFreq','New'],columns='ActivityTypeCode').reset_index()\n",
    "# drop the unnecessary column\n",
    "df_post = df_post.drop(\"New\",axis=1)\n",
    "# convert the null values of ActivityTypeCode to binary values\n",
    "df_post.iloc[:,6:] = df_post.iloc[:,6:].notnull().astype('int')\n",
    "df_post"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "0217930c",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\vickytc\\AppData\\Local\\Temp\\ipykernel_9784\\2662648219.py:2: FutureWarning: The default value of numeric_only in DataFrame.corr is deprecated. In a future version, it will default to False. Select only valid columns or specify the value of numeric_only to silence this warning.\n",
      "  corr = df_post.corr()\n"
     ]
    },
    {
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       "#T_234ea_row0_col0, #T_234ea_row1_col1, #T_234ea_row2_col2, #T_234ea_row3_col3, #T_234ea_row4_col4, #T_234ea_row5_col5, #T_234ea_row6_col6, #T_234ea_row7_col7, #T_234ea_row8_col8, #T_234ea_row9_col9, #T_234ea_row10_col10, #T_234ea_row11_col11, #T_234ea_row12_col12, #T_234ea_row13_col13, #T_234ea_row14_col14, #T_234ea_row15_col15, #T_234ea_row16_col16, #T_234ea_row17_col17, #T_234ea_row18_col18, #T_234ea_row19_col19, #T_234ea_row20_col20, #T_234ea_row21_col21, #T_234ea_row22_col22, #T_234ea_row23_col23, #T_234ea_row24_col24, #T_234ea_row25_col25, #T_234ea_row26_col26, #T_234ea_row27_col27, #T_234ea_row28_col28, #T_234ea_row29_col29, #T_234ea_row30_col30, #T_234ea_row31_col31, #T_234ea_row32_col32, #T_234ea_row33_col33, #T_234ea_row34_col34, #T_234ea_row35_col35, #T_234ea_row36_col36, #T_234ea_row37_col37, #T_234ea_row38_col38, #T_234ea_row39_col39, #T_234ea_row40_col40, #T_234ea_row41_col41, #T_234ea_row42_col42, #T_234ea_row43_col43, #T_234ea_row44_col44, #T_234ea_row45_col45, #T_234ea_row46_col46, #T_234ea_row47_col47, #T_234ea_row48_col48, #T_234ea_row49_col49, #T_234ea_row50_col50, #T_234ea_row51_col51, #T_234ea_row52_col52, #T_234ea_row53_col53, #T_234ea_row54_col54, #T_234ea_row55_col55, #T_234ea_row56_col56, #T_234ea_row57_col57, #T_234ea_row58_col58 {\n",
       "  background-color: #b40426;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row0_col1 {\n",
       "  background-color: #f5c0a7;\n",
       "  color: #000000;\n",
       "}\n",
       "#T_234ea_row0_col2, #T_234ea_row53_col4 {\n",
       "  background-color: #80a3fa;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row0_col3, #T_234ea_row0_col37, #T_234ea_row2_col3, #T_234ea_row7_col4, #T_234ea_row7_col37, #T_234ea_row8_col4, #T_234ea_row8_col37, #T_234ea_row12_col34, #T_234ea_row19_col37, #T_234ea_row20_col34, #T_234ea_row23_col4, #T_234ea_row23_col37, #T_234ea_row26_col37, #T_234ea_row28_col37, #T_234ea_row31_col37, #T_234ea_row36_col37, #T_234ea_row41_col37, #T_234ea_row46_col37, #T_234ea_row49_col4, #T_234ea_row49_col37, #T_234ea_row50_col4, #T_234ea_row51_col37, #T_234ea_row55_col4, #T_234ea_row55_col37 {\n",
       "  background-color: #6687ed;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row0_col4 {\n",
       "  background-color: #7a9df8;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row0_col5, #T_234ea_row0_col57, #T_234ea_row1_col7, #T_234ea_row1_col24, #T_234ea_row2_col7, #T_234ea_row2_col14, #T_234ea_row2_col29, #T_234ea_row2_col38, #T_234ea_row2_col48, #T_234ea_row3_col11, #T_234ea_row3_col19, #T_234ea_row3_col35, #T_234ea_row3_col48, #T_234ea_row4_col29, #T_234ea_row5_col1, #T_234ea_row5_col25, #T_234ea_row7_col57, #T_234ea_row8_col10, #T_234ea_row9_col1, #T_234ea_row9_col5, #T_234ea_row9_col10, #T_234ea_row11_col25, #T_234ea_row11_col57, #T_234ea_row13_col1, #T_234ea_row14_col39, #T_234ea_row14_col42, #T_234ea_row15_col6, #T_234ea_row17_col2, #T_234ea_row17_col25, #T_234ea_row17_col57, #T_234ea_row18_col1, #T_234ea_row18_col29, #T_234ea_row19_col57, #T_234ea_row23_col57, #T_234ea_row24_col25, #T_234ea_row25_col29, #T_234ea_row26_col57, #T_234ea_row27_col13, #T_234ea_row27_col17, #T_234ea_row27_col20, #T_234ea_row27_col38, #T_234ea_row27_col40, #T_234ea_row28_col1, #T_234ea_row28_col57, #T_234ea_row29_col6, #T_234ea_row30_col0, #T_234ea_row30_col11, #T_234ea_row30_col38, #T_234ea_row30_col48, #T_234ea_row31_col57, #T_234ea_row32_col2, #T_234ea_row32_col4, #T_234ea_row32_col42, #T_234ea_row32_col53, #T_234ea_row33_col0, #T_234ea_row33_col29, #T_234ea_row34_col30, #T_234ea_row34_col35, #T_234ea_row34_col39, #T_234ea_row34_col42, #T_234ea_row35_col25, #T_234ea_row35_col57, #T_234ea_row36_col1, #T_234ea_row36_col10, #T_234ea_row37_col35, #T_234ea_row37_col39, #T_234ea_row37_col42, #T_234ea_row38_col2, #T_234ea_row38_col25, #T_234ea_row39_col57, #T_234ea_row40_col1, #T_234ea_row40_col25, #T_234ea_row41_col1, #T_234ea_row41_col10, #T_234ea_row42_col2, #T_234ea_row42_col57, #T_234ea_row43_col10, #T_234ea_row44_col10, #T_234ea_row45_col39, #T_234ea_row45_col42, #T_234ea_row46_col1, #T_234ea_row46_col10, #T_234ea_row47_col13, #T_234ea_row47_col17, #T_234ea_row47_col20, #T_234ea_row47_col38, #T_234ea_row47_col40, #T_234ea_row48_col6, #T_234ea_row48_col53, #T_234ea_row49_col1, #T_234ea_row49_col57, #T_234ea_row50_col57, #T_234ea_row51_col57, #T_234ea_row52_col1, #T_234ea_row52_col5, #T_234ea_row52_col10, #T_234ea_row53_col27, #T_234ea_row53_col30, #T_234ea_row53_col35, #T_234ea_row53_col39, #T_234ea_row53_col42, #T_234ea_row53_col47, #T_234ea_row53_col54, #T_234ea_row54_col13, #T_234ea_row54_col17, #T_234ea_row54_col20, #T_234ea_row54_col38, #T_234ea_row54_col40, #T_234ea_row55_col10, #T_234ea_row56_col3, #T_234ea_row56_col35, #T_234ea_row56_col39, #T_234ea_row56_col42, #T_234ea_row58_col6, #T_234ea_row58_col53 {\n",
       "  background-color: #445acc;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row0_col6, #T_234ea_row0_col10, #T_234ea_row0_col14, #T_234ea_row0_col19, #T_234ea_row0_col42, #T_234ea_row1_col6, #T_234ea_row1_col50, #T_234ea_row2_col6, #T_234ea_row2_col46, #T_234ea_row3_col6, #T_234ea_row3_col39, #T_234ea_row5_col41, #T_234ea_row6_col0, #T_234ea_row6_col2, #T_234ea_row6_col5, #T_234ea_row6_col10, #T_234ea_row6_col51, #T_234ea_row6_col57, #T_234ea_row7_col19, #T_234ea_row7_col36, #T_234ea_row7_col41, #T_234ea_row8_col19, #T_234ea_row8_col36, #T_234ea_row8_col41, #T_234ea_row9_col19, #T_234ea_row9_col36, #T_234ea_row9_col41, #T_234ea_row9_col55, #T_234ea_row10_col5, #T_234ea_row10_col41, #T_234ea_row11_col41, #T_234ea_row12_col1, #T_234ea_row12_col2, #T_234ea_row12_col5, #T_234ea_row12_col10, #T_234ea_row12_col51, #T_234ea_row12_col57, #T_234ea_row13_col5, #T_234ea_row13_col10, #T_234ea_row13_col25, #T_234ea_row13_col51, #T_234ea_row13_col57, #T_234ea_row14_col29, #T_234ea_row15_col2, #T_234ea_row15_col51, #T_234ea_row16_col1, #T_234ea_row16_col5, #T_234ea_row16_col10, #T_234ea_row16_col41, #T_234ea_row17_col1, #T_234ea_row17_col41, #T_234ea_row18_col25, #T_234ea_row18_col51, #T_234ea_row19_col36, #T_234ea_row19_col41, #T_234ea_row20_col5, #T_234ea_row20_col10, #T_234ea_row20_col51, #T_234ea_row20_col57, #T_234ea_row21_col5, #T_234ea_row21_col25, #T_234ea_row21_col51, #T_234ea_row21_col57, #T_234ea_row22_col5, #T_234ea_row22_col10, #T_234ea_row22_col51, #T_234ea_row22_col57, #T_234ea_row23_col19, #T_234ea_row23_col36, #T_234ea_row23_col41, #T_234ea_row24_col41, #T_234ea_row25_col2, #T_234ea_row25_col5, #T_234ea_row25_col51, #T_234ea_row25_col57, #T_234ea_row26_col19, #T_234ea_row26_col41, #T_234ea_row27_col0, #T_234ea_row27_col42, #T_234ea_row27_col48, #T_234ea_row28_col19, #T_234ea_row28_col36, #T_234ea_row28_col41, #T_234ea_row29_col51, #T_234ea_row30_col1, #T_234ea_row31_col19, #T_234ea_row31_col36, #T_234ea_row31_col41, #T_234ea_row32_col3, #T_234ea_row32_col29, #T_234ea_row32_col51, #T_234ea_row33_col5, #T_234ea_row33_col25, #T_234ea_row33_col51, #T_234ea_row33_col57, #T_234ea_row34_col1, #T_234ea_row34_col6, #T_234ea_row34_col53, #T_234ea_row35_col41, #T_234ea_row36_col19, #T_234ea_row36_col41, #T_234ea_row37_col14, #T_234ea_row38_col41, #T_234ea_row39_col41, #T_234ea_row40_col41, #T_234ea_row41_col19, #T_234ea_row41_col36, #T_234ea_row42_col41, #T_234ea_row43_col19, #T_234ea_row43_col36, #T_234ea_row43_col41, #T_234ea_row44_col19, #T_234ea_row44_col36, #T_234ea_row44_col41, #T_234ea_row45_col3, #T_234ea_row45_col14, #T_234ea_row45_col29, #T_234ea_row46_col19, #T_234ea_row46_col36, #T_234ea_row46_col41, #T_234ea_row47_col42, #T_234ea_row47_col48, #T_234ea_row48_col51, #T_234ea_row49_col19, #T_234ea_row49_col36, #T_234ea_row49_col41, #T_234ea_row50_col19, #T_234ea_row50_col41, #T_234ea_row51_col19, #T_234ea_row51_col41, #T_234ea_row52_col19, #T_234ea_row52_col36, #T_234ea_row52_col41, #T_234ea_row52_col55, #T_234ea_row53_col6, #T_234ea_row54_col35, #T_234ea_row54_col42, #T_234ea_row54_col48, #T_234ea_row55_col1, #T_234ea_row55_col19, #T_234ea_row55_col36, #T_234ea_row55_col41, #T_234ea_row56_col6, #T_234ea_row56_col27, #T_234ea_row56_col30, #T_234ea_row56_col47, #T_234ea_row56_col54, #T_234ea_row57_col5, #T_234ea_row57_col10, #T_234ea_row57_col25, #T_234ea_row57_col51, #T_234ea_row58_col2, #T_234ea_row58_col4, #T_234ea_row58_col51 {\n",
       "  background-color: #4257c9;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row0_col7, #T_234ea_row0_col24, #T_234ea_row0_col50, #T_234ea_row1_col38, #T_234ea_row2_col17, #T_234ea_row2_col35, #T_234ea_row2_col39, #T_234ea_row3_col40, #T_234ea_row6_col29, #T_234ea_row6_col39, #T_234ea_row6_col42, #T_234ea_row7_col25, #T_234ea_row8_col25, #T_234ea_row8_col57, #T_234ea_row9_col57, #T_234ea_row10_col2, #T_234ea_row11_col1, #T_234ea_row12_col0, #T_234ea_row12_col42, #T_234ea_row13_col2, #T_234ea_row13_col6, #T_234ea_row13_col29, #T_234ea_row13_col39, #T_234ea_row13_col42, #T_234ea_row14_col11, #T_234ea_row14_col35, #T_234ea_row15_col4, #T_234ea_row15_col35, #T_234ea_row15_col39, #T_234ea_row15_col42, #T_234ea_row15_col53, #T_234ea_row16_col2, #T_234ea_row18_col3, #T_234ea_row18_col6, #T_234ea_row18_col14, #T_234ea_row18_col35, #T_234ea_row18_col39, #T_234ea_row18_col42, #T_234ea_row19_col2, #T_234ea_row19_col25, #T_234ea_row20_col39, #T_234ea_row20_col42, #T_234ea_row21_col6, #T_234ea_row21_col14, #T_234ea_row21_col29, #T_234ea_row21_col39, #T_234ea_row21_col42, #T_234ea_row22_col2, #T_234ea_row22_col6, #T_234ea_row22_col29, #T_234ea_row22_col39, #T_234ea_row22_col42, #T_234ea_row23_col25, #T_234ea_row25_col6, #T_234ea_row25_col14, #T_234ea_row25_col39, #T_234ea_row25_col42, #T_234ea_row26_col25, #T_234ea_row28_col25, #T_234ea_row29_col0, #T_234ea_row29_col3, #T_234ea_row29_col35, #T_234ea_row29_col39, #T_234ea_row29_col42, #T_234ea_row29_col53, #T_234ea_row30_col13, #T_234ea_row30_col17, #T_234ea_row30_col20, #T_234ea_row30_col40, #T_234ea_row31_col25, #T_234ea_row32_col35, #T_234ea_row32_col39, #T_234ea_row33_col6, #T_234ea_row33_col14, #T_234ea_row33_col39, #T_234ea_row33_col42, #T_234ea_row34_col0, #T_234ea_row34_col11, #T_234ea_row34_col27, #T_234ea_row34_col38, #T_234ea_row34_col47, #T_234ea_row34_col54, #T_234ea_row36_col25, #T_234ea_row36_col57, #T_234ea_row37_col11, #T_234ea_row37_col30, #T_234ea_row39_col0, #T_234ea_row39_col25, #T_234ea_row41_col2, #T_234ea_row41_col25, #T_234ea_row41_col57, #T_234ea_row42_col25, #T_234ea_row43_col57, #T_234ea_row44_col57, #T_234ea_row45_col4, #T_234ea_row45_col11, #T_234ea_row45_col35, #T_234ea_row46_col25, #T_234ea_row46_col57, #T_234ea_row48_col35, #T_234ea_row48_col39, #T_234ea_row48_col42, #T_234ea_row49_col25, #T_234ea_row50_col2, #T_234ea_row50_col25, #T_234ea_row51_col2, #T_234ea_row51_col25, #T_234ea_row52_col57, #T_234ea_row53_col11, #T_234ea_row53_col38, #T_234ea_row55_col25, #T_234ea_row55_col57, #T_234ea_row56_col11, #T_234ea_row56_col17, #T_234ea_row56_col38, #T_234ea_row57_col6, #T_234ea_row57_col29, #T_234ea_row57_col39, #T_234ea_row57_col42, #T_234ea_row58_col35, #T_234ea_row58_col39, #T_234ea_row58_col42 {\n",
       "  background-color: #455cce;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row0_col8, #T_234ea_row0_col23, #T_234ea_row0_col49, #T_234ea_row1_col36, #T_234ea_row1_col41, #T_234ea_row1_col49, #T_234ea_row1_col57, #T_234ea_row2_col5, #T_234ea_row2_col10, #T_234ea_row2_col23, #T_234ea_row2_col31, #T_234ea_row2_col36, #T_234ea_row3_col26, #T_234ea_row3_col42, #T_234ea_row3_col50, #T_234ea_row5_col7, #T_234ea_row5_col8, #T_234ea_row5_col19, #T_234ea_row5_col36, #T_234ea_row5_col49, #T_234ea_row5_col55, #T_234ea_row6_col8, #T_234ea_row6_col19, #T_234ea_row6_col36, #T_234ea_row6_col41, #T_234ea_row6_col55, #T_234ea_row7_col8, #T_234ea_row7_col23, #T_234ea_row7_col24, #T_234ea_row7_col49, #T_234ea_row7_col55, #T_234ea_row8_col7, #T_234ea_row8_col23, #T_234ea_row8_col24, #T_234ea_row8_col49, #T_234ea_row8_col55, #T_234ea_row9_col7, #T_234ea_row9_col8, #T_234ea_row9_col23, #T_234ea_row9_col24, #T_234ea_row9_col49, #T_234ea_row9_col50, #T_234ea_row10_col7, #T_234ea_row10_col8, #T_234ea_row10_col19, #T_234ea_row10_col36, #T_234ea_row10_col55, #T_234ea_row11_col7, #T_234ea_row11_col8, #T_234ea_row11_col19, #T_234ea_row11_col36, #T_234ea_row11_col49, #T_234ea_row11_col55, #T_234ea_row12_col8, #T_234ea_row12_col19, #T_234ea_row12_col36, #T_234ea_row12_col41, #T_234ea_row12_col55, #T_234ea_row13_col8, #T_234ea_row13_col19, #T_234ea_row13_col36, #T_234ea_row13_col41, #T_234ea_row13_col55, #T_234ea_row14_col2, #T_234ea_row14_col5, #T_234ea_row14_col41, #T_234ea_row14_col51, #T_234ea_row15_col5, #T_234ea_row15_col10, #T_234ea_row15_col25, #T_234ea_row15_col36, #T_234ea_row15_col41, #T_234ea_row15_col55, #T_234ea_row15_col57, #T_234ea_row16_col7, #T_234ea_row16_col8, #T_234ea_row16_col19, #T_234ea_row16_col36, #T_234ea_row16_col55, #T_234ea_row17_col7, #T_234ea_row17_col8, #T_234ea_row17_col19, #T_234ea_row17_col36, #T_234ea_row17_col49, #T_234ea_row17_col55, #T_234ea_row18_col5, #T_234ea_row18_col10, #T_234ea_row18_col19, #T_234ea_row18_col36, #T_234ea_row18_col41, #T_234ea_row18_col55, #T_234ea_row18_col57, #T_234ea_row19_col1, #T_234ea_row19_col7, #T_234ea_row19_col8, #T_234ea_row19_col49, #T_234ea_row19_col55, #T_234ea_row20_col8, #T_234ea_row20_col19, #T_234ea_row20_col36, #T_234ea_row20_col41, #T_234ea_row20_col55, #T_234ea_row21_col1, #T_234ea_row21_col10, #T_234ea_row21_col19, #T_234ea_row21_col36, #T_234ea_row21_col41, #T_234ea_row21_col55, #T_234ea_row22_col8, #T_234ea_row22_col19, #T_234ea_row22_col36, #T_234ea_row22_col41, #T_234ea_row22_col55, #T_234ea_row23_col7, #T_234ea_row23_col8, #T_234ea_row23_col49, #T_234ea_row23_col55, #T_234ea_row24_col7, #T_234ea_row24_col8, #T_234ea_row24_col19, #T_234ea_row24_col36, #T_234ea_row24_col49, #T_234ea_row24_col55, #T_234ea_row25_col10, #T_234ea_row25_col19, #T_234ea_row25_col36, #T_234ea_row25_col41, #T_234ea_row25_col55, #T_234ea_row26_col7, #T_234ea_row26_col8, #T_234ea_row26_col36, #T_234ea_row26_col49, #T_234ea_row26_col55, #T_234ea_row27_col1, #T_234ea_row28_col7, #T_234ea_row28_col8, #T_234ea_row28_col23, #T_234ea_row28_col49, #T_234ea_row28_col55, #T_234ea_row29_col5, #T_234ea_row29_col10, #T_234ea_row29_col25, #T_234ea_row29_col36, #T_234ea_row29_col41, #T_234ea_row29_col55, #T_234ea_row29_col57, #T_234ea_row31_col7, #T_234ea_row31_col8, #T_234ea_row31_col23, #T_234ea_row31_col24, #T_234ea_row31_col49, #T_234ea_row31_col55, #T_234ea_row32_col1, #T_234ea_row32_col5, #T_234ea_row32_col41, #T_234ea_row33_col1, #T_234ea_row33_col10, #T_234ea_row33_col19, #T_234ea_row33_col36, #T_234ea_row33_col41, #T_234ea_row33_col55, #T_234ea_row34_col14, #T_234ea_row34_col29, #T_234ea_row34_col41, #T_234ea_row34_col51, #T_234ea_row35_col7, #T_234ea_row35_col8, #T_234ea_row35_col19, #T_234ea_row35_col36, #T_234ea_row35_col49, #T_234ea_row35_col55, #T_234ea_row36_col7, #T_234ea_row36_col8, #T_234ea_row36_col23, #T_234ea_row36_col24, #T_234ea_row36_col49, #T_234ea_row36_col55, #T_234ea_row37_col1, #T_234ea_row37_col29, #T_234ea_row37_col41, #T_234ea_row37_col51, #T_234ea_row38_col7, #T_234ea_row38_col8, #T_234ea_row38_col19, #T_234ea_row38_col36, #T_234ea_row38_col49, #T_234ea_row38_col55, #T_234ea_row39_col1, #T_234ea_row39_col7, #T_234ea_row39_col8, #T_234ea_row39_col19, #T_234ea_row39_col36, #T_234ea_row39_col49, #T_234ea_row39_col55, #T_234ea_row40_col7, #T_234ea_row40_col8, #T_234ea_row40_col19, #T_234ea_row40_col36, #T_234ea_row40_col49, #T_234ea_row40_col55, #T_234ea_row41_col7, #T_234ea_row41_col8, #T_234ea_row41_col23, #T_234ea_row41_col24, #T_234ea_row41_col49, #T_234ea_row41_col55, #T_234ea_row42_col1, #T_234ea_row42_col7, #T_234ea_row42_col8, #T_234ea_row42_col19, #T_234ea_row42_col36, #T_234ea_row42_col49, #T_234ea_row42_col55, #T_234ea_row43_col7, #T_234ea_row43_col8, #T_234ea_row43_col23, #T_234ea_row43_col24, #T_234ea_row43_col49, #T_234ea_row43_col50, #T_234ea_row43_col55, #T_234ea_row44_col7, #T_234ea_row44_col8, #T_234ea_row44_col23, #T_234ea_row44_col24, #T_234ea_row44_col49, #T_234ea_row44_col50, #T_234ea_row44_col55, #T_234ea_row45_col5, #T_234ea_row45_col41, #T_234ea_row45_col51, #T_234ea_row46_col7, #T_234ea_row46_col8, #T_234ea_row46_col23, #T_234ea_row46_col24, #T_234ea_row46_col49, #T_234ea_row46_col55, #T_234ea_row48_col5, #T_234ea_row48_col25, #T_234ea_row48_col36, #T_234ea_row48_col41, #T_234ea_row49_col7, #T_234ea_row49_col8, #T_234ea_row49_col23, #T_234ea_row49_col24, #T_234ea_row49_col55, #T_234ea_row50_col7, #T_234ea_row50_col8, #T_234ea_row50_col36, #T_234ea_row50_col49, #T_234ea_row50_col55, #T_234ea_row51_col7, #T_234ea_row51_col8, #T_234ea_row51_col36, #T_234ea_row51_col49, #T_234ea_row51_col55, #T_234ea_row52_col7, #T_234ea_row52_col8, #T_234ea_row52_col23, #T_234ea_row52_col24, #T_234ea_row52_col49, #T_234ea_row52_col50, #T_234ea_row53_col14, #T_234ea_row53_col29, #T_234ea_row53_col41, #T_234ea_row53_col51, #T_234ea_row55_col7, #T_234ea_row55_col8, #T_234ea_row55_col23, #T_234ea_row55_col24, #T_234ea_row55_col49, #T_234ea_row55_col50, #T_234ea_row56_col51, #T_234ea_row57_col8, #T_234ea_row57_col19, #T_234ea_row57_col36, #T_234ea_row57_col41, #T_234ea_row57_col55, #T_234ea_row58_col3, #T_234ea_row58_col5, #T_234ea_row58_col25, #T_234ea_row58_col36, #T_234ea_row58_col41 {\n",
       "  background-color: #4055c8;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row0_col9, #T_234ea_row0_col41, #T_234ea_row0_col55, #T_234ea_row1_col19, #T_234ea_row1_col23, #T_234ea_row1_col25, #T_234ea_row1_col44, #T_234ea_row1_col55, #T_234ea_row2_col9, #T_234ea_row2_col41, #T_234ea_row2_col44, #T_234ea_row2_col49, #T_234ea_row3_col7, #T_234ea_row3_col8, #T_234ea_row3_col23, #T_234ea_row3_col24, #T_234ea_row3_col30, #T_234ea_row3_col31, #T_234ea_row3_col36, #T_234ea_row3_col41, #T_234ea_row3_col47, #T_234ea_row3_col55, #T_234ea_row4_col57, #T_234ea_row5_col26, #T_234ea_row5_col43, #T_234ea_row5_col46, #T_234ea_row6_col24, #T_234ea_row6_col26, #T_234ea_row6_col43, #T_234ea_row6_col46, #T_234ea_row6_col50, #T_234ea_row7_col26, #T_234ea_row7_col43, #T_234ea_row7_col46, #T_234ea_row8_col26, #T_234ea_row8_col43, #T_234ea_row8_col46, #T_234ea_row9_col43, #T_234ea_row9_col46, #T_234ea_row10_col26, #T_234ea_row10_col43, #T_234ea_row10_col46, #T_234ea_row11_col26, #T_234ea_row11_col43, #T_234ea_row11_col46, #T_234ea_row12_col24, #T_234ea_row12_col26, #T_234ea_row12_col43, #T_234ea_row12_col46, #T_234ea_row13_col24, #T_234ea_row13_col26, #T_234ea_row13_col43, #T_234ea_row13_col46, #T_234ea_row13_col50, #T_234ea_row14_col23, #T_234ea_row14_col50, #T_234ea_row15_col23, #T_234ea_row15_col50, #T_234ea_row16_col26, #T_234ea_row16_col43, #T_234ea_row16_col46, #T_234ea_row17_col26, #T_234ea_row17_col43, #T_234ea_row17_col46, #T_234ea_row18_col24, #T_234ea_row18_col43, #T_234ea_row18_col46, #T_234ea_row18_col50, #T_234ea_row19_col26, #T_234ea_row19_col43, #T_234ea_row19_col46, #T_234ea_row20_col24, #T_234ea_row20_col26, #T_234ea_row20_col43, #T_234ea_row20_col46, #T_234ea_row21_col24, #T_234ea_row21_col43, #T_234ea_row21_col46, #T_234ea_row21_col50, #T_234ea_row22_col24, #T_234ea_row22_col26, #T_234ea_row22_col43, #T_234ea_row22_col46, #T_234ea_row22_col50, #T_234ea_row23_col26, #T_234ea_row23_col43, #T_234ea_row23_col46, #T_234ea_row24_col26, #T_234ea_row24_col43, #T_234ea_row24_col46, #T_234ea_row25_col24, #T_234ea_row25_col43, #T_234ea_row25_col46, #T_234ea_row25_col50, #T_234ea_row26_col43, #T_234ea_row26_col46, #T_234ea_row27_col6, #T_234ea_row27_col7, #T_234ea_row27_col8, #T_234ea_row27_col19, #T_234ea_row27_col36, #T_234ea_row27_col55, #T_234ea_row28_col26, #T_234ea_row28_col43, #T_234ea_row28_col46, #T_234ea_row29_col23, #T_234ea_row29_col50, #T_234ea_row30_col5, #T_234ea_row30_col7, #T_234ea_row30_col8, #T_234ea_row30_col19, #T_234ea_row30_col49, #T_234ea_row31_col26, #T_234ea_row31_col43, #T_234ea_row31_col46, #T_234ea_row32_col23, #T_234ea_row32_col50, #T_234ea_row33_col24, #T_234ea_row33_col43, #T_234ea_row33_col46, #T_234ea_row33_col50, #T_234ea_row34_col7, #T_234ea_row34_col10, #T_234ea_row34_col23, #T_234ea_row34_col25, #T_234ea_row34_col49, #T_234ea_row34_col57, #T_234ea_row35_col26, #T_234ea_row35_col43, #T_234ea_row35_col46, #T_234ea_row36_col26, #T_234ea_row36_col43, #T_234ea_row36_col46, #T_234ea_row37_col3, #T_234ea_row37_col4, #T_234ea_row37_col23, #T_234ea_row37_col49, #T_234ea_row37_col57, #T_234ea_row38_col26, #T_234ea_row38_col43, #T_234ea_row38_col46, #T_234ea_row39_col26, #T_234ea_row39_col43, #T_234ea_row39_col46, #T_234ea_row40_col26, #T_234ea_row40_col43, #T_234ea_row40_col46, #T_234ea_row41_col26, #T_234ea_row41_col43, #T_234ea_row41_col46, #T_234ea_row42_col26, #T_234ea_row42_col43, #T_234ea_row42_col46, #T_234ea_row43_col46, #T_234ea_row44_col43, #T_234ea_row44_col46, #T_234ea_row45_col23, #T_234ea_row45_col50, #T_234ea_row46_col26, #T_234ea_row46_col43, #T_234ea_row47_col6, #T_234ea_row47_col7, #T_234ea_row47_col8, #T_234ea_row47_col19, #T_234ea_row47_col36, #T_234ea_row47_col55, #T_234ea_row48_col23, #T_234ea_row48_col50, #T_234ea_row49_col26, #T_234ea_row49_col43, #T_234ea_row49_col46, #T_234ea_row50_col26, #T_234ea_row50_col43, #T_234ea_row50_col46, #T_234ea_row51_col26, #T_234ea_row51_col43, #T_234ea_row51_col46, #T_234ea_row52_col43, #T_234ea_row52_col46, #T_234ea_row53_col7, #T_234ea_row53_col10, #T_234ea_row53_col23, #T_234ea_row53_col25, #T_234ea_row53_col49, #T_234ea_row53_col57, #T_234ea_row54_col6, #T_234ea_row54_col7, #T_234ea_row54_col8, #T_234ea_row54_col19, #T_234ea_row54_col36, #T_234ea_row54_col55, #T_234ea_row55_col26, #T_234ea_row55_col43, #T_234ea_row55_col46, #T_234ea_row56_col7, #T_234ea_row56_col10, #T_234ea_row56_col23, #T_234ea_row56_col49, #T_234ea_row57_col24, #T_234ea_row57_col26, #T_234ea_row57_col43, #T_234ea_row57_col46, #T_234ea_row57_col50, #T_234ea_row58_col1, #T_234ea_row58_col23, #T_234ea_row58_col50 {\n",
       "  background-color: #3e51c5;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row0_col11, #T_234ea_row1_col11, #T_234ea_row1_col40, #T_234ea_row2_col40, #T_234ea_row4_col30, #T_234ea_row5_col0, #T_234ea_row7_col17, #T_234ea_row7_col40, #T_234ea_row8_col17, #T_234ea_row8_col29, #T_234ea_row8_col38, #T_234ea_row8_col40, #T_234ea_row9_col2, #T_234ea_row9_col17, #T_234ea_row9_col29, #T_234ea_row9_col38, #T_234ea_row9_col40, #T_234ea_row10_col53, #T_234ea_row11_col0, #T_234ea_row11_col40, #T_234ea_row12_col3, #T_234ea_row15_col13, #T_234ea_row15_col27, #T_234ea_row15_col47, #T_234ea_row15_col48, #T_234ea_row15_col54, #T_234ea_row16_col53, #T_234ea_row17_col40, #T_234ea_row18_col20, #T_234ea_row18_col30, #T_234ea_row19_col14, #T_234ea_row19_col17, #T_234ea_row19_col40, #T_234ea_row21_col20, #T_234ea_row23_col0, #T_234ea_row23_col14, #T_234ea_row23_col17, #T_234ea_row23_col40, #T_234ea_row24_col40, #T_234ea_row25_col20, #T_234ea_row26_col0, #T_234ea_row26_col14, #T_234ea_row26_col17, #T_234ea_row26_col40, #T_234ea_row27_col18, #T_234ea_row28_col14, #T_234ea_row28_col17, #T_234ea_row28_col40, #T_234ea_row29_col13, #T_234ea_row29_col27, #T_234ea_row29_col47, #T_234ea_row29_col48, #T_234ea_row29_col54, #T_234ea_row30_col22, #T_234ea_row31_col17, #T_234ea_row31_col40, #T_234ea_row32_col48, #T_234ea_row33_col20, #T_234ea_row34_col16, #T_234ea_row35_col40, #T_234ea_row36_col0, #T_234ea_row36_col17, #T_234ea_row36_col29, #T_234ea_row36_col38, #T_234ea_row36_col40, #T_234ea_row37_col16, #T_234ea_row38_col40, #T_234ea_row39_col14, #T_234ea_row39_col17, #T_234ea_row39_col40, #T_234ea_row41_col17, #T_234ea_row41_col29, #T_234ea_row41_col40, #T_234ea_row42_col14, #T_234ea_row42_col40, #T_234ea_row43_col2, #T_234ea_row43_col17, #T_234ea_row43_col29, #T_234ea_row43_col38, #T_234ea_row43_col40, #T_234ea_row44_col2, #T_234ea_row44_col17, #T_234ea_row44_col29, #T_234ea_row44_col38, #T_234ea_row44_col40, #T_234ea_row46_col17, #T_234ea_row46_col40, #T_234ea_row47_col18, #T_234ea_row48_col13, #T_234ea_row49_col17, #T_234ea_row49_col40, #T_234ea_row50_col14, #T_234ea_row50_col17, #T_234ea_row50_col40, #T_234ea_row51_col14, #T_234ea_row51_col17, #T_234ea_row51_col40, #T_234ea_row52_col17, #T_234ea_row52_col29, #T_234ea_row52_col38, #T_234ea_row52_col40, #T_234ea_row53_col16, #T_234ea_row54_col18, #T_234ea_row55_col17, #T_234ea_row55_col29, #T_234ea_row55_col38, #T_234ea_row55_col40, #T_234ea_row56_col12, #T_234ea_row58_col13, #T_234ea_row58_col48 {\n",
       "  background-color: #4a63d3;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row0_col12, #T_234ea_row0_col16, #T_234ea_row0_col20, #T_234ea_row3_col15, #T_234ea_row3_col45, #T_234ea_row5_col13, #T_234ea_row5_col16, #T_234ea_row6_col3, #T_234ea_row6_col47, #T_234ea_row7_col0, #T_234ea_row7_col20, #T_234ea_row7_col53, #T_234ea_row8_col20, #T_234ea_row8_col53, #T_234ea_row9_col20, #T_234ea_row10_col3, #T_234ea_row10_col16, #T_234ea_row11_col13, #T_234ea_row11_col16, #T_234ea_row12_col16, #T_234ea_row12_col30, #T_234ea_row12_col48, #T_234ea_row13_col27, #T_234ea_row13_col47, #T_234ea_row13_col54, #T_234ea_row14_col21, #T_234ea_row14_col22, #T_234ea_row15_col21, #T_234ea_row16_col3, #T_234ea_row16_col48, #T_234ea_row17_col3, #T_234ea_row17_col13, #T_234ea_row17_col16, #T_234ea_row18_col12, #T_234ea_row19_col13, #T_234ea_row19_col20, #T_234ea_row19_col53, #T_234ea_row20_col30, #T_234ea_row20_col48, #T_234ea_row21_col12, #T_234ea_row21_col27, #T_234ea_row21_col47, #T_234ea_row21_col54, #T_234ea_row23_col13, #T_234ea_row23_col20, #T_234ea_row23_col53, #T_234ea_row24_col13, #T_234ea_row24_col16, #T_234ea_row25_col12, #T_234ea_row25_col27, #T_234ea_row26_col13, #T_234ea_row28_col13, #T_234ea_row28_col20, #T_234ea_row28_col53, #T_234ea_row29_col21, #T_234ea_row30_col33, #T_234ea_row30_col56, #T_234ea_row31_col20, #T_234ea_row31_col53, #T_234ea_row32_col21, #T_234ea_row32_col22, #T_234ea_row33_col4, #T_234ea_row33_col12, #T_234ea_row33_col27, #T_234ea_row35_col13, #T_234ea_row35_col16, #T_234ea_row36_col20, #T_234ea_row36_col53, #T_234ea_row37_col22, #T_234ea_row38_col3, #T_234ea_row38_col13, #T_234ea_row38_col16, #T_234ea_row39_col13, #T_234ea_row40_col13, #T_234ea_row40_col16, #T_234ea_row41_col20, #T_234ea_row41_col53, #T_234ea_row42_col13, #T_234ea_row43_col0, #T_234ea_row43_col20, #T_234ea_row44_col20, #T_234ea_row45_col21, #T_234ea_row45_col22, #T_234ea_row46_col0, #T_234ea_row46_col20, #T_234ea_row46_col53, #T_234ea_row48_col21, #T_234ea_row48_col22, #T_234ea_row49_col20, #T_234ea_row49_col53, #T_234ea_row50_col13, #T_234ea_row51_col13, #T_234ea_row52_col20, #T_234ea_row53_col18, #T_234ea_row55_col20, #T_234ea_row55_col53, #T_234ea_row56_col18, #T_234ea_row57_col27, #T_234ea_row57_col47, #T_234ea_row57_col54, #T_234ea_row58_col21 {\n",
       "  background-color: #4e68d8;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row0_col13, #T_234ea_row0_col27, #T_234ea_row0_col30, #T_234ea_row1_col22, #T_234ea_row2_col21, #T_234ea_row3_col20, #T_234ea_row3_col56, #T_234ea_row5_col3, #T_234ea_row5_col21, #T_234ea_row5_col22, #T_234ea_row7_col12, #T_234ea_row7_col48, #T_234ea_row8_col12, #T_234ea_row8_col48, #T_234ea_row9_col12, #T_234ea_row10_col21, #T_234ea_row10_col22, #T_234ea_row10_col27, #T_234ea_row10_col47, #T_234ea_row10_col54, #T_234ea_row11_col21, #T_234ea_row11_col22, #T_234ea_row11_col30, #T_234ea_row14_col33, #T_234ea_row16_col22, #T_234ea_row16_col27, #T_234ea_row16_col47, #T_234ea_row16_col54, #T_234ea_row17_col21, #T_234ea_row17_col22, #T_234ea_row17_col30, #T_234ea_row19_col12, #T_234ea_row19_col48, #T_234ea_row23_col12, #T_234ea_row23_col48, #T_234ea_row24_col21, #T_234ea_row24_col22, #T_234ea_row24_col30, #T_234ea_row27_col15, #T_234ea_row27_col32, #T_234ea_row28_col12, #T_234ea_row28_col48, #T_234ea_row30_col45, #T_234ea_row31_col12, #T_234ea_row31_col48, #T_234ea_row32_col33, #T_234ea_row35_col3, #T_234ea_row35_col21, #T_234ea_row35_col22, #T_234ea_row35_col30, #T_234ea_row36_col12, #T_234ea_row36_col48, #T_234ea_row37_col33, #T_234ea_row38_col21, #T_234ea_row38_col22, #T_234ea_row38_col30, #T_234ea_row40_col21, #T_234ea_row40_col22, #T_234ea_row40_col30, #T_234ea_row41_col3, #T_234ea_row41_col12, #T_234ea_row41_col48, #T_234ea_row42_col30, #T_234ea_row43_col12, #T_234ea_row43_col48, #T_234ea_row44_col12, #T_234ea_row44_col48, #T_234ea_row45_col33, #T_234ea_row46_col12, #T_234ea_row46_col48, #T_234ea_row47_col2, #T_234ea_row47_col15, #T_234ea_row47_col32, #T_234ea_row48_col33, #T_234ea_row49_col3, #T_234ea_row49_col12, #T_234ea_row49_col48, #T_234ea_row51_col3, #T_234ea_row52_col12, #T_234ea_row54_col15, #T_234ea_row54_col32, #T_234ea_row55_col12, #T_234ea_row55_col48, #T_234ea_row56_col0 {\n",
       "  background-color: #516ddb;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row0_col15, #T_234ea_row2_col47, #T_234ea_row5_col58, #T_234ea_row9_col32, #T_234ea_row9_col56, #T_234ea_row10_col4, #T_234ea_row11_col58, #T_234ea_row12_col37, #T_234ea_row15_col34, #T_234ea_row17_col58, #T_234ea_row20_col37, #T_234ea_row24_col58, #T_234ea_row29_col34, #T_234ea_row35_col58, #T_234ea_row38_col58, #T_234ea_row39_col58, #T_234ea_row40_col58, #T_234ea_row42_col58, #T_234ea_row43_col32, #T_234ea_row43_col56, #T_234ea_row44_col32, #T_234ea_row44_col56, #T_234ea_row48_col34, #T_234ea_row50_col58, #T_234ea_row52_col32, #T_234ea_row52_col56, #T_234ea_row54_col0, #T_234ea_row55_col32, #T_234ea_row58_col34 {\n",
       "  background-color: #6282ea;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row0_col17, #T_234ea_row1_col17, #T_234ea_row1_col48, #T_234ea_row2_col20, #T_234ea_row3_col16, #T_234ea_row3_col18, #T_234ea_row5_col6, #T_234ea_row5_col11, #T_234ea_row5_col29, #T_234ea_row6_col11, #T_234ea_row6_col38, #T_234ea_row6_col53, #T_234ea_row7_col1, #T_234ea_row7_col35, #T_234ea_row8_col1, #T_234ea_row8_col2, #T_234ea_row8_col35, #T_234ea_row9_col35, #T_234ea_row9_col39, #T_234ea_row9_col42, #T_234ea_row10_col0, #T_234ea_row10_col11, #T_234ea_row10_col14, #T_234ea_row11_col6, #T_234ea_row11_col29, #T_234ea_row11_col35, #T_234ea_row12_col11, #T_234ea_row12_col38, #T_234ea_row13_col11, #T_234ea_row13_col17, #T_234ea_row13_col38, #T_234ea_row13_col53, #T_234ea_row14_col27, #T_234ea_row14_col40, #T_234ea_row14_col47, #T_234ea_row14_col54, #T_234ea_row15_col17, #T_234ea_row15_col40, #T_234ea_row16_col0, #T_234ea_row16_col11, #T_234ea_row16_col14, #T_234ea_row17_col6, #T_234ea_row17_col11, #T_234ea_row17_col29, #T_234ea_row17_col35, #T_234ea_row18_col17, #T_234ea_row18_col38, #T_234ea_row18_col40, #T_234ea_row19_col35, #T_234ea_row20_col11, #T_234ea_row20_col38, #T_234ea_row21_col17, #T_234ea_row21_col38, #T_234ea_row21_col53, #T_234ea_row22_col11, #T_234ea_row22_col38, #T_234ea_row23_col35, #T_234ea_row24_col1, #T_234ea_row24_col6, #T_234ea_row24_col11, #T_234ea_row24_col29, #T_234ea_row25_col17, #T_234ea_row25_col38, #T_234ea_row25_col53, #T_234ea_row26_col6, #T_234ea_row26_col35, #T_234ea_row27_col2, #T_234ea_row27_col12, #T_234ea_row27_col16, #T_234ea_row27_col21, #T_234ea_row28_col35, #T_234ea_row29_col17, #T_234ea_row29_col40, #T_234ea_row30_col2, #T_234ea_row30_col16, #T_234ea_row31_col35, #T_234ea_row32_col40, #T_234ea_row32_col47, #T_234ea_row32_col54, #T_234ea_row33_col17, #T_234ea_row33_col38, #T_234ea_row33_col53, #T_234ea_row34_col13, #T_234ea_row34_col20, #T_234ea_row34_col48, #T_234ea_row35_col0, #T_234ea_row35_col6, #T_234ea_row35_col11, #T_234ea_row35_col29, #T_234ea_row36_col35, #T_234ea_row37_col20, #T_234ea_row38_col6, #T_234ea_row38_col11, #T_234ea_row38_col29, #T_234ea_row39_col2, #T_234ea_row39_col6, #T_234ea_row39_col35, #T_234ea_row40_col0, #T_234ea_row40_col2, #T_234ea_row40_col6, #T_234ea_row40_col11, #T_234ea_row40_col29, #T_234ea_row41_col35, #T_234ea_row42_col6, #T_234ea_row42_col35, #T_234ea_row43_col35, #T_234ea_row43_col39, #T_234ea_row43_col42, #T_234ea_row44_col35, #T_234ea_row44_col39, #T_234ea_row44_col42, #T_234ea_row45_col1, #T_234ea_row45_col27, #T_234ea_row45_col40, #T_234ea_row45_col47, #T_234ea_row45_col54, #T_234ea_row46_col35, #T_234ea_row47_col16, #T_234ea_row47_col21, #T_234ea_row48_col17, #T_234ea_row48_col30, #T_234ea_row48_col40, #T_234ea_row49_col35, #T_234ea_row50_col6, #T_234ea_row50_col35, #T_234ea_row51_col1, #T_234ea_row51_col6, #T_234ea_row51_col35, #T_234ea_row52_col0, #T_234ea_row52_col2, #T_234ea_row52_col35, #T_234ea_row52_col39, #T_234ea_row52_col42, #T_234ea_row53_col13, #T_234ea_row53_col20, #T_234ea_row53_col48, #T_234ea_row54_col12, #T_234ea_row54_col16, #T_234ea_row54_col21, #T_234ea_row55_col35, #T_234ea_row57_col0, #T_234ea_row57_col11, #T_234ea_row57_col17, #T_234ea_row57_col38, #T_234ea_row57_col53, #T_234ea_row58_col17, #T_234ea_row58_col30, #T_234ea_row58_col40 {\n",
       "  background-color: #485fd1;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row0_col18, #T_234ea_row0_col58, #T_234ea_row3_col0, #T_234ea_row3_col2, #T_234ea_row6_col56, #T_234ea_row13_col56, #T_234ea_row14_col4, #T_234ea_row15_col32, #T_234ea_row18_col15, #T_234ea_row18_col45, #T_234ea_row21_col15, #T_234ea_row21_col56, #T_234ea_row25_col15, #T_234ea_row25_col45, #T_234ea_row25_col56, #T_234ea_row29_col32, #T_234ea_row30_col34, #T_234ea_row33_col15, #T_234ea_row33_col45, #T_234ea_row33_col56, #T_234ea_row34_col58, #T_234ea_row37_col58, #T_234ea_row53_col58, #T_234ea_row57_col56, #T_234ea_row58_col32 {\n",
       "  background-color: #5a78e4;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row0_col21, #T_234ea_row1_col27, #T_234ea_row1_col33, #T_234ea_row2_col30, #T_234ea_row3_col21, #T_234ea_row5_col18, #T_234ea_row9_col3, #T_234ea_row9_col30, #T_234ea_row10_col33, #T_234ea_row11_col18, #T_234ea_row12_col4, #T_234ea_row12_col33, #T_234ea_row14_col56, #T_234ea_row16_col33, #T_234ea_row17_col18, #T_234ea_row19_col18, #T_234ea_row19_col47, #T_234ea_row20_col33, #T_234ea_row24_col18, #T_234ea_row26_col18, #T_234ea_row26_col27, #T_234ea_row26_col47, #T_234ea_row26_col54, #T_234ea_row27_col37, #T_234ea_row27_col58, #T_234ea_row35_col18, #T_234ea_row37_col56, #T_234ea_row38_col18, #T_234ea_row39_col18, #T_234ea_row39_col27, #T_234ea_row39_col54, #T_234ea_row40_col18, #T_234ea_row42_col18, #T_234ea_row43_col30, #T_234ea_row44_col3, #T_234ea_row44_col30, #T_234ea_row45_col56, #T_234ea_row47_col37, #T_234ea_row47_col58, #T_234ea_row50_col18, #T_234ea_row50_col27, #T_234ea_row50_col47, #T_234ea_row50_col54, #T_234ea_row51_col18, #T_234ea_row51_col27, #T_234ea_row51_col47, #T_234ea_row51_col54, #T_234ea_row52_col3, #T_234ea_row52_col30, #T_234ea_row53_col2, #T_234ea_row53_col45, #T_234ea_row56_col15, #T_234ea_row56_col32 {\n",
       "  background-color: #5572df;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row0_col22, #T_234ea_row2_col27, #T_234ea_row2_col33, #T_234ea_row3_col13, #T_234ea_row4_col0, #T_234ea_row7_col33, #T_234ea_row8_col33, #T_234ea_row9_col33, #T_234ea_row9_col47, #T_234ea_row14_col15, #T_234ea_row14_col45, #T_234ea_row15_col56, #T_234ea_row19_col3, #T_234ea_row19_col33, #T_234ea_row20_col4, #T_234ea_row21_col3, #T_234ea_row23_col33, #T_234ea_row26_col3, #T_234ea_row27_col34, #T_234ea_row28_col33, #T_234ea_row29_col56, #T_234ea_row31_col33, #T_234ea_row32_col15, #T_234ea_row32_col45, #T_234ea_row34_col32, #T_234ea_row36_col33, #T_234ea_row37_col32, #T_234ea_row41_col33, #T_234ea_row43_col27, #T_234ea_row43_col33, #T_234ea_row43_col47, #T_234ea_row43_col54, #T_234ea_row44_col27, #T_234ea_row44_col33, #T_234ea_row44_col47, #T_234ea_row44_col54, #T_234ea_row45_col15, #T_234ea_row46_col33, #T_234ea_row47_col34, #T_234ea_row48_col45, #T_234ea_row49_col33, #T_234ea_row52_col33, #T_234ea_row52_col47, #T_234ea_row54_col34, #T_234ea_row55_col27, #T_234ea_row55_col33, #T_234ea_row55_col54 {\n",
       "  background-color: #5875e1;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row0_col25, #T_234ea_row1_col31, #T_234ea_row2_col57, #T_234ea_row3_col9, #T_234ea_row3_col10, #T_234ea_row3_col28, #T_234ea_row3_col43, #T_234ea_row3_col44, #T_234ea_row3_col52, #T_234ea_row4_col28, #T_234ea_row5_col9, #T_234ea_row5_col52, #T_234ea_row6_col9, #T_234ea_row6_col28, #T_234ea_row6_col31, #T_234ea_row6_col44, #T_234ea_row6_col52, #T_234ea_row7_col9, #T_234ea_row7_col52, #T_234ea_row8_col9, #T_234ea_row8_col52, #T_234ea_row9_col52, #T_234ea_row10_col9, #T_234ea_row10_col44, #T_234ea_row10_col52, #T_234ea_row11_col9, #T_234ea_row11_col52, #T_234ea_row12_col9, #T_234ea_row12_col31, #T_234ea_row12_col44, #T_234ea_row12_col52, #T_234ea_row13_col9, #T_234ea_row13_col28, #T_234ea_row13_col31, #T_234ea_row13_col44, #T_234ea_row13_col52, #T_234ea_row14_col9, #T_234ea_row14_col28, #T_234ea_row14_col31, #T_234ea_row14_col44, #T_234ea_row14_col52, #T_234ea_row15_col9, #T_234ea_row15_col28, #T_234ea_row15_col31, #T_234ea_row15_col44, #T_234ea_row15_col52, #T_234ea_row16_col9, #T_234ea_row16_col44, #T_234ea_row16_col52, #T_234ea_row17_col9, #T_234ea_row17_col52, #T_234ea_row18_col9, #T_234ea_row18_col28, #T_234ea_row18_col31, #T_234ea_row18_col44, #T_234ea_row18_col52, #T_234ea_row19_col9, #T_234ea_row19_col52, #T_234ea_row20_col9, #T_234ea_row20_col31, #T_234ea_row20_col44, #T_234ea_row20_col52, #T_234ea_row21_col9, #T_234ea_row21_col28, #T_234ea_row21_col31, #T_234ea_row21_col44, #T_234ea_row21_col52, #T_234ea_row22_col9, #T_234ea_row22_col31, #T_234ea_row22_col44, #T_234ea_row22_col52, #T_234ea_row23_col9, #T_234ea_row23_col52, #T_234ea_row24_col9, #T_234ea_row24_col52, #T_234ea_row25_col9, #T_234ea_row25_col28, #T_234ea_row25_col31, #T_234ea_row25_col44, #T_234ea_row25_col52, #T_234ea_row26_col9, #T_234ea_row26_col52, #T_234ea_row27_col10, #T_234ea_row27_col46, #T_234ea_row27_col50, #T_234ea_row28_col9, #T_234ea_row28_col52, #T_234ea_row29_col9, #T_234ea_row29_col28, #T_234ea_row29_col31, #T_234ea_row29_col44, #T_234ea_row29_col52, #T_234ea_row30_col9, #T_234ea_row30_col14, #T_234ea_row30_col25, #T_234ea_row30_col26, #T_234ea_row30_col44, #T_234ea_row30_col46, #T_234ea_row30_col50, #T_234ea_row30_col53, #T_234ea_row30_col57, #T_234ea_row31_col9, #T_234ea_row31_col52, #T_234ea_row32_col9, #T_234ea_row32_col28, #T_234ea_row32_col31, #T_234ea_row32_col44, #T_234ea_row32_col52, #T_234ea_row33_col9, #T_234ea_row33_col28, #T_234ea_row33_col31, #T_234ea_row33_col44, #T_234ea_row33_col52, #T_234ea_row34_col3, #T_234ea_row34_col9, #T_234ea_row34_col24, #T_234ea_row34_col28, #T_234ea_row34_col31, #T_234ea_row34_col44, #T_234ea_row34_col52, #T_234ea_row35_col9, #T_234ea_row35_col52, #T_234ea_row36_col9, #T_234ea_row36_col52, #T_234ea_row37_col9, #T_234ea_row37_col28, #T_234ea_row37_col31, #T_234ea_row37_col44, #T_234ea_row37_col52, #T_234ea_row38_col9, #T_234ea_row38_col52, #T_234ea_row39_col9, #T_234ea_row39_col52, #T_234ea_row40_col9, #T_234ea_row40_col52, #T_234ea_row41_col9, #T_234ea_row41_col52, #T_234ea_row42_col9, #T_234ea_row42_col52, #T_234ea_row43_col9, #T_234ea_row43_col52, #T_234ea_row44_col9, #T_234ea_row44_col52, #T_234ea_row45_col9, #T_234ea_row45_col28, #T_234ea_row45_col31, #T_234ea_row45_col44, #T_234ea_row45_col52, #T_234ea_row46_col9, #T_234ea_row46_col52, #T_234ea_row47_col10, #T_234ea_row47_col46, #T_234ea_row47_col50, #T_234ea_row48_col9, #T_234ea_row48_col28, #T_234ea_row48_col31, #T_234ea_row48_col44, #T_234ea_row48_col52, #T_234ea_row49_col9, #T_234ea_row49_col52, #T_234ea_row50_col9, #T_234ea_row50_col52, #T_234ea_row51_col9, #T_234ea_row51_col52, #T_234ea_row52_col9, #T_234ea_row53_col9, #T_234ea_row53_col24, #T_234ea_row53_col26, #T_234ea_row53_col28, #T_234ea_row53_col44, #T_234ea_row53_col52, #T_234ea_row54_col10, #T_234ea_row54_col46, #T_234ea_row54_col50, #T_234ea_row55_col9, #T_234ea_row55_col52, #T_234ea_row56_col9, #T_234ea_row56_col24, #T_234ea_row56_col26, #T_234ea_row56_col44, #T_234ea_row56_col52, #T_234ea_row57_col9, #T_234ea_row57_col28, #T_234ea_row57_col31, #T_234ea_row57_col44, #T_234ea_row57_col52, #T_234ea_row58_col9, #T_234ea_row58_col28, #T_234ea_row58_col31, #T_234ea_row58_col44, #T_234ea_row58_col52 {\n",
       "  background-color: #3c4ec2;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row0_col26, #T_234ea_row0_col28, #T_234ea_row1_col43, #T_234ea_row2_col8, #T_234ea_row2_col24, #T_234ea_row2_col25, #T_234ea_row2_col43, #T_234ea_row2_col51, #T_234ea_row2_col55, #T_234ea_row3_col5, #T_234ea_row3_col14, #T_234ea_row3_col51, #T_234ea_row3_col57, #T_234ea_row5_col23, #T_234ea_row5_col24, #T_234ea_row5_col50, #T_234ea_row6_col7, #T_234ea_row6_col23, #T_234ea_row6_col49, #T_234ea_row7_col50, #T_234ea_row8_col50, #T_234ea_row9_col26, #T_234ea_row10_col23, #T_234ea_row10_col24, #T_234ea_row10_col49, #T_234ea_row10_col50, #T_234ea_row11_col23, #T_234ea_row11_col24, #T_234ea_row11_col50, #T_234ea_row12_col7, #T_234ea_row12_col23, #T_234ea_row12_col49, #T_234ea_row12_col50, #T_234ea_row13_col7, #T_234ea_row13_col23, #T_234ea_row13_col49, #T_234ea_row14_col0, #T_234ea_row14_col1, #T_234ea_row14_col7, #T_234ea_row14_col8, #T_234ea_row14_col10, #T_234ea_row14_col19, #T_234ea_row14_col25, #T_234ea_row14_col36, #T_234ea_row14_col49, #T_234ea_row14_col55, #T_234ea_row14_col57, #T_234ea_row15_col7, #T_234ea_row15_col8, #T_234ea_row15_col19, #T_234ea_row15_col49, #T_234ea_row16_col23, #T_234ea_row16_col24, #T_234ea_row16_col49, #T_234ea_row16_col50, #T_234ea_row17_col23, #T_234ea_row17_col24, #T_234ea_row17_col50, #T_234ea_row18_col7, #T_234ea_row18_col8, #T_234ea_row18_col23, #T_234ea_row18_col49, #T_234ea_row19_col23, #T_234ea_row19_col24, #T_234ea_row19_col50, #T_234ea_row20_col1, #T_234ea_row20_col7, #T_234ea_row20_col23, #T_234ea_row20_col49, #T_234ea_row20_col50, #T_234ea_row21_col7, #T_234ea_row21_col8, #T_234ea_row21_col23, #T_234ea_row21_col49, #T_234ea_row22_col7, #T_234ea_row22_col23, #T_234ea_row22_col49, #T_234ea_row23_col24, #T_234ea_row23_col50, #T_234ea_row24_col23, #T_234ea_row24_col50, #T_234ea_row25_col0, #T_234ea_row25_col7, #T_234ea_row25_col8, #T_234ea_row25_col23, #T_234ea_row25_col49, #T_234ea_row26_col23, #T_234ea_row26_col24, #T_234ea_row26_col50, #T_234ea_row27_col41, #T_234ea_row27_col51, #T_234ea_row28_col24, #T_234ea_row28_col50, #T_234ea_row29_col7, #T_234ea_row29_col8, #T_234ea_row29_col19, #T_234ea_row29_col49, #T_234ea_row30_col6, #T_234ea_row30_col36, #T_234ea_row30_col41, #T_234ea_row30_col51, #T_234ea_row30_col55, #T_234ea_row31_col50, #T_234ea_row32_col7, #T_234ea_row32_col8, #T_234ea_row32_col10, #T_234ea_row32_col19, #T_234ea_row32_col25, #T_234ea_row32_col36, #T_234ea_row32_col49, #T_234ea_row32_col55, #T_234ea_row32_col57, #T_234ea_row33_col7, #T_234ea_row33_col8, #T_234ea_row33_col23, #T_234ea_row33_col49, #T_234ea_row34_col5, #T_234ea_row34_col8, #T_234ea_row34_col19, #T_234ea_row34_col36, #T_234ea_row34_col55, #T_234ea_row35_col1, #T_234ea_row35_col23, #T_234ea_row35_col24, #T_234ea_row35_col50, #T_234ea_row36_col50, #T_234ea_row37_col5, #T_234ea_row37_col7, #T_234ea_row37_col8, #T_234ea_row37_col10, #T_234ea_row37_col19, #T_234ea_row37_col25, #T_234ea_row37_col36, #T_234ea_row37_col55, #T_234ea_row38_col1, #T_234ea_row38_col23, #T_234ea_row38_col24, #T_234ea_row38_col50, #T_234ea_row39_col23, #T_234ea_row39_col24, #T_234ea_row39_col50, #T_234ea_row40_col23, #T_234ea_row40_col24, #T_234ea_row40_col50, #T_234ea_row41_col50, #T_234ea_row42_col23, #T_234ea_row42_col24, #T_234ea_row42_col50, #T_234ea_row43_col26, #T_234ea_row44_col26, #T_234ea_row45_col7, #T_234ea_row45_col8, #T_234ea_row45_col10, #T_234ea_row45_col19, #T_234ea_row45_col25, #T_234ea_row45_col36, #T_234ea_row45_col49, #T_234ea_row45_col55, #T_234ea_row45_col57, #T_234ea_row46_col50, #T_234ea_row47_col41, #T_234ea_row47_col51, #T_234ea_row48_col7, #T_234ea_row48_col8, #T_234ea_row48_col10, #T_234ea_row48_col19, #T_234ea_row48_col49, #T_234ea_row48_col55, #T_234ea_row48_col57, #T_234ea_row49_col50, #T_234ea_row50_col23, #T_234ea_row50_col24, #T_234ea_row51_col23, #T_234ea_row51_col24, #T_234ea_row51_col50, #T_234ea_row52_col26, #T_234ea_row53_col5, #T_234ea_row53_col8, #T_234ea_row53_col19, #T_234ea_row53_col36, #T_234ea_row53_col55, #T_234ea_row54_col41, #T_234ea_row54_col51, #T_234ea_row56_col5, #T_234ea_row56_col8, #T_234ea_row56_col14, #T_234ea_row56_col19, #T_234ea_row56_col29, #T_234ea_row56_col36, #T_234ea_row56_col41, #T_234ea_row56_col53, #T_234ea_row56_col55, #T_234ea_row57_col1, #T_234ea_row57_col2, #T_234ea_row57_col7, #T_234ea_row57_col23, #T_234ea_row57_col49, #T_234ea_row58_col0, #T_234ea_row58_col7, #T_234ea_row58_col8, #T_234ea_row58_col10, #T_234ea_row58_col19, #T_234ea_row58_col49, #T_234ea_row58_col55, #T_234ea_row58_col57 {\n",
       "  background-color: #3f53c6;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row0_col29, #T_234ea_row0_col35, #T_234ea_row0_col51, #T_234ea_row1_col14, #T_234ea_row1_col51, #T_234ea_row3_col12, #T_234ea_row4_col25, #T_234ea_row5_col2, #T_234ea_row5_col35, #T_234ea_row5_col39, #T_234ea_row5_col42, #T_234ea_row6_col14, #T_234ea_row6_col35, #T_234ea_row7_col39, #T_234ea_row7_col42, #T_234ea_row8_col39, #T_234ea_row8_col42, #T_234ea_row9_col25, #T_234ea_row10_col6, #T_234ea_row10_col29, #T_234ea_row10_col35, #T_234ea_row10_col39, #T_234ea_row10_col42, #T_234ea_row11_col39, #T_234ea_row11_col42, #T_234ea_row12_col6, #T_234ea_row12_col14, #T_234ea_row12_col29, #T_234ea_row12_col35, #T_234ea_row12_col39, #T_234ea_row13_col14, #T_234ea_row13_col35, #T_234ea_row14_col17, #T_234ea_row14_col30, #T_234ea_row14_col38, #T_234ea_row15_col1, #T_234ea_row15_col11, #T_234ea_row15_col38, #T_234ea_row16_col6, #T_234ea_row16_col29, #T_234ea_row16_col35, #T_234ea_row16_col39, #T_234ea_row16_col42, #T_234ea_row17_col0, #T_234ea_row17_col39, #T_234ea_row17_col42, #T_234ea_row18_col11, #T_234ea_row18_col53, #T_234ea_row19_col39, #T_234ea_row19_col42, #T_234ea_row20_col6, #T_234ea_row20_col14, #T_234ea_row20_col29, #T_234ea_row20_col35, #T_234ea_row21_col2, #T_234ea_row21_col11, #T_234ea_row21_col35, #T_234ea_row22_col14, #T_234ea_row22_col35, #T_234ea_row23_col39, #T_234ea_row23_col42, #T_234ea_row24_col35, #T_234ea_row24_col39, #T_234ea_row24_col42, #T_234ea_row25_col11, #T_234ea_row25_col35, #T_234ea_row26_col2, #T_234ea_row26_col39, #T_234ea_row26_col42, #T_234ea_row28_col39, #T_234ea_row28_col42, #T_234ea_row29_col11, #T_234ea_row29_col38, #T_234ea_row31_col39, #T_234ea_row31_col42, #T_234ea_row32_col0, #T_234ea_row32_col11, #T_234ea_row32_col17, #T_234ea_row32_col30, #T_234ea_row32_col38, #T_234ea_row33_col11, #T_234ea_row33_col35, #T_234ea_row34_col17, #T_234ea_row34_col40, #T_234ea_row35_col2, #T_234ea_row35_col39, #T_234ea_row35_col42, #T_234ea_row36_col39, #T_234ea_row36_col42, #T_234ea_row37_col0, #T_234ea_row37_col17, #T_234ea_row37_col27, #T_234ea_row37_col38, #T_234ea_row37_col40, #T_234ea_row37_col47, #T_234ea_row37_col54, #T_234ea_row38_col35, #T_234ea_row38_col39, #T_234ea_row38_col42, #T_234ea_row39_col42, #T_234ea_row40_col35, #T_234ea_row40_col39, #T_234ea_row40_col42, #T_234ea_row41_col0, #T_234ea_row41_col39, #T_234ea_row41_col42, #T_234ea_row42_col39, #T_234ea_row43_col1, #T_234ea_row43_col25, #T_234ea_row44_col1, #T_234ea_row44_col25, #T_234ea_row45_col17, #T_234ea_row45_col30, #T_234ea_row45_col38, #T_234ea_row46_col39, #T_234ea_row46_col42, #T_234ea_row48_col3, #T_234ea_row48_col11, #T_234ea_row48_col38, #T_234ea_row49_col2, #T_234ea_row49_col39, #T_234ea_row49_col42, #T_234ea_row50_col1, #T_234ea_row50_col39, #T_234ea_row50_col42, #T_234ea_row51_col39, #T_234ea_row51_col42, #T_234ea_row52_col25, #T_234ea_row53_col17, #T_234ea_row53_col40, #T_234ea_row55_col0, #T_234ea_row55_col2, #T_234ea_row55_col39, #T_234ea_row55_col42, #T_234ea_row56_col13, #T_234ea_row56_col20, #T_234ea_row56_col40, #T_234ea_row56_col48, #T_234ea_row57_col14, #T_234ea_row57_col35, #T_234ea_row58_col11, #T_234ea_row58_col38 {\n",
       "  background-color: #465ecf;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row0_col31, #T_234ea_row0_col44, #T_234ea_row1_col26, #T_234ea_row1_col28, #T_234ea_row1_col46, #T_234ea_row2_col19, #T_234ea_row2_col26, #T_234ea_row2_col28, #T_234ea_row2_col50, #T_234ea_row3_col25, #T_234ea_row3_col46, #T_234ea_row3_col49, #T_234ea_row5_col28, #T_234ea_row5_col31, #T_234ea_row5_col44, #T_234ea_row6_col1, #T_234ea_row7_col28, #T_234ea_row7_col31, #T_234ea_row7_col44, #T_234ea_row8_col28, #T_234ea_row8_col31, #T_234ea_row8_col44, #T_234ea_row9_col28, #T_234ea_row9_col31, #T_234ea_row9_col44, #T_234ea_row10_col28, #T_234ea_row10_col31, #T_234ea_row11_col28, #T_234ea_row11_col31, #T_234ea_row11_col44, #T_234ea_row12_col28, #T_234ea_row14_col24, #T_234ea_row14_col26, #T_234ea_row14_col43, #T_234ea_row14_col46, #T_234ea_row15_col24, #T_234ea_row15_col26, #T_234ea_row15_col43, #T_234ea_row15_col46, #T_234ea_row16_col28, #T_234ea_row16_col31, #T_234ea_row17_col28, #T_234ea_row17_col31, #T_234ea_row17_col44, #T_234ea_row18_col26, #T_234ea_row19_col28, #T_234ea_row19_col31, #T_234ea_row19_col44, #T_234ea_row20_col28, #T_234ea_row21_col26, #T_234ea_row22_col28, #T_234ea_row23_col28, #T_234ea_row23_col31, #T_234ea_row23_col44, #T_234ea_row24_col28, #T_234ea_row24_col31, #T_234ea_row24_col44, #T_234ea_row25_col1, #T_234ea_row25_col26, #T_234ea_row26_col28, #T_234ea_row26_col31, #T_234ea_row26_col44, #T_234ea_row27_col5, #T_234ea_row27_col23, #T_234ea_row27_col43, #T_234ea_row27_col49, #T_234ea_row28_col31, #T_234ea_row28_col44, #T_234ea_row29_col24, #T_234ea_row29_col26, #T_234ea_row29_col43, #T_234ea_row29_col46, #T_234ea_row30_col3, #T_234ea_row30_col10, #T_234ea_row30_col23, #T_234ea_row30_col27, #T_234ea_row30_col29, #T_234ea_row30_col43, #T_234ea_row30_col47, #T_234ea_row30_col54, #T_234ea_row31_col28, #T_234ea_row31_col44, #T_234ea_row32_col24, #T_234ea_row32_col26, #T_234ea_row32_col43, #T_234ea_row32_col46, #T_234ea_row33_col26, #T_234ea_row34_col26, #T_234ea_row34_col43, #T_234ea_row34_col46, #T_234ea_row34_col50, #T_234ea_row35_col28, #T_234ea_row35_col31, #T_234ea_row35_col44, #T_234ea_row36_col28, #T_234ea_row36_col31, #T_234ea_row36_col44, #T_234ea_row37_col24, #T_234ea_row37_col26, #T_234ea_row37_col43, #T_234ea_row37_col46, #T_234ea_row37_col50, #T_234ea_row38_col28, #T_234ea_row38_col31, #T_234ea_row38_col44, #T_234ea_row39_col28, #T_234ea_row39_col31, #T_234ea_row39_col44, #T_234ea_row40_col28, #T_234ea_row40_col31, #T_234ea_row40_col44, #T_234ea_row41_col28, #T_234ea_row41_col31, #T_234ea_row41_col44, #T_234ea_row42_col28, #T_234ea_row42_col31, #T_234ea_row42_col44, #T_234ea_row43_col28, #T_234ea_row43_col31, #T_234ea_row43_col44, #T_234ea_row44_col28, #T_234ea_row44_col31, #T_234ea_row45_col24, #T_234ea_row45_col26, #T_234ea_row45_col43, #T_234ea_row45_col46, #T_234ea_row46_col28, #T_234ea_row46_col31, #T_234ea_row46_col44, #T_234ea_row47_col5, #T_234ea_row47_col23, #T_234ea_row47_col43, #T_234ea_row47_col49, #T_234ea_row48_col24, #T_234ea_row48_col26, #T_234ea_row48_col43, #T_234ea_row48_col46, #T_234ea_row49_col28, #T_234ea_row49_col31, #T_234ea_row49_col44, #T_234ea_row50_col28, #T_234ea_row50_col31, #T_234ea_row50_col44, #T_234ea_row51_col28, #T_234ea_row51_col31, #T_234ea_row51_col44, #T_234ea_row52_col28, #T_234ea_row52_col31, #T_234ea_row52_col44, #T_234ea_row53_col43, #T_234ea_row53_col46, #T_234ea_row53_col50, #T_234ea_row54_col5, #T_234ea_row54_col23, #T_234ea_row54_col43, #T_234ea_row54_col49, #T_234ea_row55_col28, #T_234ea_row55_col31, #T_234ea_row55_col44, #T_234ea_row56_col25, #T_234ea_row56_col43, #T_234ea_row56_col46, #T_234ea_row56_col50, #T_234ea_row56_col57, #T_234ea_row58_col24, #T_234ea_row58_col26, #T_234ea_row58_col43, #T_234ea_row58_col46 {\n",
       "  background-color: #3d50c3;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row0_col32, #T_234ea_row1_col3, #T_234ea_row6_col37, #T_234ea_row7_col32, #T_234ea_row7_col56, #T_234ea_row8_col32, #T_234ea_row8_col45, #T_234ea_row8_col56, #T_234ea_row9_col15, #T_234ea_row9_col45, #T_234ea_row10_col58, #T_234ea_row13_col37, #T_234ea_row14_col34, #T_234ea_row16_col58, #T_234ea_row19_col32, #T_234ea_row19_col56, #T_234ea_row21_col37, #T_234ea_row22_col37, #T_234ea_row23_col32, #T_234ea_row23_col56, #T_234ea_row25_col37, #T_234ea_row26_col32, #T_234ea_row26_col56, #T_234ea_row28_col32, #T_234ea_row28_col56, #T_234ea_row30_col4, #T_234ea_row31_col32, #T_234ea_row31_col56, #T_234ea_row32_col34, #T_234ea_row33_col37, #T_234ea_row36_col32, #T_234ea_row36_col45, #T_234ea_row36_col56, #T_234ea_row41_col32, #T_234ea_row41_col45, #T_234ea_row41_col56, #T_234ea_row43_col45, #T_234ea_row44_col45, #T_234ea_row45_col34, #T_234ea_row46_col32, #T_234ea_row46_col45, #T_234ea_row46_col56, #T_234ea_row49_col32, #T_234ea_row49_col56, #T_234ea_row50_col32, #T_234ea_row51_col32, #T_234ea_row52_col15, #T_234ea_row52_col45, #T_234ea_row54_col1, #T_234ea_row55_col45, #T_234ea_row55_col56, #T_234ea_row57_col37 {\n",
       "  background-color: #6180e9;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row0_col33, #T_234ea_row6_col33, #T_234ea_row7_col30, #T_234ea_row8_col30, #T_234ea_row9_col21, #T_234ea_row9_col22, #T_234ea_row10_col18, #T_234ea_row11_col27, #T_234ea_row11_col47, #T_234ea_row11_col54, #T_234ea_row13_col33, #T_234ea_row16_col18, #T_234ea_row17_col27, #T_234ea_row18_col33, #T_234ea_row19_col30, #T_234ea_row21_col33, #T_234ea_row22_col33, #T_234ea_row23_col3, #T_234ea_row23_col30, #T_234ea_row24_col27, #T_234ea_row25_col33, #T_234ea_row28_col3, #T_234ea_row28_col30, #T_234ea_row31_col30, #T_234ea_row34_col56, #T_234ea_row35_col27, #T_234ea_row35_col47, #T_234ea_row35_col54, #T_234ea_row36_col30, #T_234ea_row39_col47, #T_234ea_row41_col30, #T_234ea_row42_col27, #T_234ea_row42_col47, #T_234ea_row42_col54, #T_234ea_row43_col3, #T_234ea_row43_col21, #T_234ea_row43_col22, #T_234ea_row44_col21, #T_234ea_row44_col22, #T_234ea_row46_col3, #T_234ea_row46_col30, #T_234ea_row47_col0, #T_234ea_row48_col4, #T_234ea_row49_col30, #T_234ea_row52_col21, #T_234ea_row52_col22, #T_234ea_row53_col1, #T_234ea_row54_col37, #T_234ea_row54_col58, #T_234ea_row55_col30, #T_234ea_row56_col45, #T_234ea_row57_col33 {\n",
       "  background-color: #5470de;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row0_col34, #T_234ea_row2_col37, #T_234ea_row9_col37, #T_234ea_row10_col34, #T_234ea_row16_col34, #T_234ea_row26_col4, #T_234ea_row43_col37, #T_234ea_row44_col37, #T_234ea_row46_col4, #T_234ea_row52_col37 {\n",
       "  background-color: #6788ee;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row0_col36, #T_234ea_row0_col39, #T_234ea_row0_col43, #T_234ea_row0_col46, #T_234ea_row0_col48, #T_234ea_row1_col5, #T_234ea_row1_col8, #T_234ea_row1_col10, #T_234ea_row1_col35, #T_234ea_row1_col39, #T_234ea_row1_col42, #T_234ea_row2_col42, #T_234ea_row3_col17, #T_234ea_row3_col38, #T_234ea_row4_col24, #T_234ea_row5_col10, #T_234ea_row5_col51, #T_234ea_row5_col57, #T_234ea_row6_col25, #T_234ea_row7_col5, #T_234ea_row7_col10, #T_234ea_row7_col51, #T_234ea_row8_col5, #T_234ea_row8_col51, #T_234ea_row9_col51, #T_234ea_row10_col1, #T_234ea_row10_col25, #T_234ea_row10_col51, #T_234ea_row10_col57, #T_234ea_row11_col5, #T_234ea_row11_col10, #T_234ea_row11_col51, #T_234ea_row12_col25, #T_234ea_row14_col6, #T_234ea_row14_col53, #T_234ea_row15_col3, #T_234ea_row15_col14, #T_234ea_row15_col29, #T_234ea_row16_col25, #T_234ea_row16_col51, #T_234ea_row16_col57, #T_234ea_row17_col5, #T_234ea_row17_col10, #T_234ea_row17_col51, #T_234ea_row19_col5, #T_234ea_row19_col10, #T_234ea_row19_col51, #T_234ea_row20_col2, #T_234ea_row20_col25, #T_234ea_row22_col1, #T_234ea_row22_col25, #T_234ea_row23_col1, #T_234ea_row23_col5, #T_234ea_row23_col10, #T_234ea_row23_col51, #T_234ea_row24_col5, #T_234ea_row24_col10, #T_234ea_row24_col51, #T_234ea_row24_col57, #T_234ea_row26_col1, #T_234ea_row26_col5, #T_234ea_row26_col10, #T_234ea_row26_col51, #T_234ea_row27_col11, #T_234ea_row27_col35, #T_234ea_row27_col39, #T_234ea_row28_col5, #T_234ea_row28_col10, #T_234ea_row28_col51, #T_234ea_row29_col1, #T_234ea_row29_col2, #T_234ea_row29_col14, #T_234ea_row30_col35, #T_234ea_row30_col39, #T_234ea_row30_col42, #T_234ea_row31_col1, #T_234ea_row31_col5, #T_234ea_row31_col10, #T_234ea_row31_col51, #T_234ea_row32_col6, #T_234ea_row32_col14, #T_234ea_row35_col5, #T_234ea_row35_col10, #T_234ea_row35_col51, #T_234ea_row36_col5, #T_234ea_row36_col51, #T_234ea_row37_col6, #T_234ea_row37_col53, #T_234ea_row38_col5, #T_234ea_row38_col10, #T_234ea_row38_col51, #T_234ea_row38_col57, #T_234ea_row39_col5, #T_234ea_row39_col10, #T_234ea_row39_col51, #T_234ea_row40_col5, #T_234ea_row40_col10, #T_234ea_row40_col51, #T_234ea_row40_col57, #T_234ea_row41_col5, #T_234ea_row41_col51, #T_234ea_row42_col0, #T_234ea_row42_col5, #T_234ea_row42_col10, #T_234ea_row42_col51, #T_234ea_row43_col5, #T_234ea_row43_col51, #T_234ea_row44_col5, #T_234ea_row44_col51, #T_234ea_row45_col6, #T_234ea_row45_col53, #T_234ea_row46_col5, #T_234ea_row46_col51, #T_234ea_row47_col11, #T_234ea_row47_col35, #T_234ea_row47_col39, #T_234ea_row48_col14, #T_234ea_row48_col29, #T_234ea_row49_col5, #T_234ea_row49_col10, #T_234ea_row49_col51, #T_234ea_row50_col5, #T_234ea_row50_col10, #T_234ea_row50_col51, #T_234ea_row51_col5, #T_234ea_row51_col10, #T_234ea_row52_col51, #T_234ea_row54_col11, #T_234ea_row54_col39, #T_234ea_row55_col5, #T_234ea_row55_col51, #T_234ea_row56_col4, #T_234ea_row58_col14, #T_234ea_row58_col29 {\n",
       "  background-color: #4358cb;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row0_col38, #T_234ea_row0_col40, #T_234ea_row1_col20, #T_234ea_row1_col29, #T_234ea_row3_col22, #T_234ea_row5_col14, #T_234ea_row5_col17, #T_234ea_row5_col38, #T_234ea_row5_col40, #T_234ea_row6_col17, #T_234ea_row6_col40, #T_234ea_row7_col6, #T_234ea_row7_col11, #T_234ea_row7_col29, #T_234ea_row7_col38, #T_234ea_row8_col0, #T_234ea_row8_col6, #T_234ea_row8_col11, #T_234ea_row9_col6, #T_234ea_row9_col11, #T_234ea_row10_col17, #T_234ea_row10_col38, #T_234ea_row10_col40, #T_234ea_row11_col14, #T_234ea_row11_col17, #T_234ea_row11_col38, #T_234ea_row12_col17, #T_234ea_row12_col40, #T_234ea_row12_col53, #T_234ea_row13_col40, #T_234ea_row14_col3, #T_234ea_row14_col13, #T_234ea_row14_col20, #T_234ea_row14_col48, #T_234ea_row15_col20, #T_234ea_row15_col30, #T_234ea_row16_col17, #T_234ea_row16_col38, #T_234ea_row16_col40, #T_234ea_row17_col14, #T_234ea_row17_col38, #T_234ea_row18_col2, #T_234ea_row19_col0, #T_234ea_row19_col6, #T_234ea_row19_col11, #T_234ea_row19_col29, #T_234ea_row19_col38, #T_234ea_row20_col0, #T_234ea_row20_col17, #T_234ea_row20_col40, #T_234ea_row20_col53, #T_234ea_row21_col40, #T_234ea_row22_col17, #T_234ea_row22_col40, #T_234ea_row22_col53, #T_234ea_row23_col2, #T_234ea_row23_col6, #T_234ea_row23_col11, #T_234ea_row23_col29, #T_234ea_row23_col38, #T_234ea_row24_col2, #T_234ea_row24_col14, #T_234ea_row24_col17, #T_234ea_row24_col38, #T_234ea_row25_col40, #T_234ea_row26_col11, #T_234ea_row26_col29, #T_234ea_row26_col38, #T_234ea_row27_col22, #T_234ea_row28_col2, #T_234ea_row28_col6, #T_234ea_row28_col11, #T_234ea_row28_col29, #T_234ea_row28_col38, #T_234ea_row29_col20, #T_234ea_row29_col30, #T_234ea_row30_col12, #T_234ea_row30_col21, #T_234ea_row31_col0, #T_234ea_row31_col6, #T_234ea_row31_col11, #T_234ea_row31_col29, #T_234ea_row31_col38, #T_234ea_row32_col13, #T_234ea_row32_col20, #T_234ea_row32_col27, #T_234ea_row33_col2, #T_234ea_row33_col40, #T_234ea_row35_col14, #T_234ea_row35_col17, #T_234ea_row35_col38, #T_234ea_row36_col2, #T_234ea_row36_col6, #T_234ea_row36_col11, #T_234ea_row37_col2, #T_234ea_row37_col13, #T_234ea_row37_col48, #T_234ea_row38_col0, #T_234ea_row38_col14, #T_234ea_row38_col17, #T_234ea_row39_col11, #T_234ea_row39_col29, #T_234ea_row39_col38, #T_234ea_row40_col14, #T_234ea_row40_col17, #T_234ea_row40_col38, #T_234ea_row41_col6, #T_234ea_row41_col11, #T_234ea_row41_col38, #T_234ea_row42_col11, #T_234ea_row42_col17, #T_234ea_row42_col29, #T_234ea_row42_col38, #T_234ea_row43_col6, #T_234ea_row43_col11, #T_234ea_row44_col0, #T_234ea_row44_col6, #T_234ea_row44_col11, #T_234ea_row45_col13, #T_234ea_row45_col20, #T_234ea_row45_col48, #T_234ea_row46_col6, #T_234ea_row46_col11, #T_234ea_row46_col29, #T_234ea_row46_col38, #T_234ea_row47_col1, #T_234ea_row47_col12, #T_234ea_row47_col22, #T_234ea_row48_col20, #T_234ea_row48_col27, #T_234ea_row48_col47, #T_234ea_row48_col54, #T_234ea_row49_col0, #T_234ea_row49_col6, #T_234ea_row49_col11, #T_234ea_row49_col29, #T_234ea_row49_col38, #T_234ea_row50_col11, #T_234ea_row50_col29, #T_234ea_row50_col38, #T_234ea_row51_col11, #T_234ea_row51_col29, #T_234ea_row51_col38, #T_234ea_row52_col6, #T_234ea_row52_col11, #T_234ea_row54_col22, #T_234ea_row55_col6, #T_234ea_row55_col11, #T_234ea_row56_col16, #T_234ea_row57_col40, #T_234ea_row58_col20, #T_234ea_row58_col27, #T_234ea_row58_col47, #T_234ea_row58_col54 {\n",
       "  background-color: #4961d2;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row0_col45, #T_234ea_row1_col45, #T_234ea_row2_col45, #T_234ea_row5_col37, #T_234ea_row6_col34, #T_234ea_row9_col58, #T_234ea_row11_col37, #T_234ea_row13_col34, #T_234ea_row17_col37, #T_234ea_row19_col4, #T_234ea_row21_col34, #T_234ea_row22_col34, #T_234ea_row24_col37, #T_234ea_row25_col34, #T_234ea_row29_col4, #T_234ea_row33_col34, #T_234ea_row35_col37, #T_234ea_row36_col4, #T_234ea_row38_col37, #T_234ea_row39_col37, #T_234ea_row40_col37, #T_234ea_row41_col4, #T_234ea_row42_col37, #T_234ea_row43_col58, #T_234ea_row44_col58, #T_234ea_row50_col37, #T_234ea_row52_col58, #T_234ea_row57_col4, #T_234ea_row57_col34 {\n",
       "  background-color: #6485ec;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row0_col47, #T_234ea_row1_col15, #T_234ea_row1_col37, #T_234ea_row4_col53, #T_234ea_row5_col4, #T_234ea_row7_col58, #T_234ea_row8_col58, #T_234ea_row10_col37, #T_234ea_row16_col37, #T_234ea_row18_col34, #T_234ea_row19_col58, #T_234ea_row23_col58, #T_234ea_row26_col58, #T_234ea_row28_col58, #T_234ea_row31_col58, #T_234ea_row36_col58, #T_234ea_row41_col58, #T_234ea_row46_col58, #T_234ea_row49_col58, #T_234ea_row51_col4, #T_234ea_row51_col58, #T_234ea_row55_col58 {\n",
       "  background-color: #6384eb;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row0_col52, #T_234ea_row1_col9, #T_234ea_row1_col52, #T_234ea_row2_col52, #T_234ea_row3_col29, #T_234ea_row4_col5, #T_234ea_row4_col6, #T_234ea_row4_col7, #T_234ea_row4_col8, #T_234ea_row4_col9, #T_234ea_row4_col10, #T_234ea_row4_col11, #T_234ea_row4_col12, #T_234ea_row4_col13, #T_234ea_row4_col14, #T_234ea_row4_col15, #T_234ea_row4_col16, #T_234ea_row4_col17, #T_234ea_row4_col18, #T_234ea_row4_col19, #T_234ea_row4_col20, #T_234ea_row4_col21, #T_234ea_row4_col22, #T_234ea_row4_col23, #T_234ea_row4_col26, #T_234ea_row4_col31, #T_234ea_row4_col32, #T_234ea_row4_col33, #T_234ea_row4_col34, #T_234ea_row4_col35, #T_234ea_row4_col36, #T_234ea_row4_col37, #T_234ea_row4_col38, #T_234ea_row4_col39, #T_234ea_row4_col40, #T_234ea_row4_col41, #T_234ea_row4_col42, #T_234ea_row4_col43, #T_234ea_row4_col44, #T_234ea_row4_col45, #T_234ea_row4_col46, #T_234ea_row4_col48, #T_234ea_row4_col49, #T_234ea_row4_col50, #T_234ea_row4_col51, #T_234ea_row4_col52, #T_234ea_row4_col55, #T_234ea_row4_col56, #T_234ea_row4_col58, #T_234ea_row27_col9, #T_234ea_row27_col14, #T_234ea_row27_col24, #T_234ea_row27_col25, #T_234ea_row27_col26, #T_234ea_row27_col28, #T_234ea_row27_col29, #T_234ea_row27_col30, #T_234ea_row27_col31, #T_234ea_row27_col44, #T_234ea_row27_col47, #T_234ea_row27_col52, #T_234ea_row27_col53, #T_234ea_row27_col54, #T_234ea_row27_col57, #T_234ea_row30_col24, #T_234ea_row30_col28, #T_234ea_row30_col31, #T_234ea_row30_col52, #T_234ea_row34_col4, #T_234ea_row47_col3, #T_234ea_row47_col9, #T_234ea_row47_col14, #T_234ea_row47_col24, #T_234ea_row47_col25, #T_234ea_row47_col26, #T_234ea_row47_col27, #T_234ea_row47_col28, #T_234ea_row47_col29, #T_234ea_row47_col30, #T_234ea_row47_col31, #T_234ea_row47_col44, #T_234ea_row47_col52, #T_234ea_row47_col53, #T_234ea_row47_col54, #T_234ea_row47_col57, #T_234ea_row48_col0, #T_234ea_row48_col1, #T_234ea_row48_col2, #T_234ea_row53_col31, #T_234ea_row54_col9, #T_234ea_row54_col14, #T_234ea_row54_col24, #T_234ea_row54_col25, #T_234ea_row54_col26, #T_234ea_row54_col27, #T_234ea_row54_col28, #T_234ea_row54_col29, #T_234ea_row54_col30, #T_234ea_row54_col31, #T_234ea_row54_col44, #T_234ea_row54_col47, #T_234ea_row54_col52, #T_234ea_row54_col53, #T_234ea_row54_col57, #T_234ea_row56_col28, #T_234ea_row56_col31 {\n",
       "  background-color: #3b4cc0;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row0_col53, #T_234ea_row5_col32, #T_234ea_row6_col58, #T_234ea_row7_col15, #T_234ea_row7_col45, #T_234ea_row8_col15, #T_234ea_row11_col32, #T_234ea_row12_col58, #T_234ea_row13_col58, #T_234ea_row17_col32, #T_234ea_row18_col37, #T_234ea_row19_col15, #T_234ea_row19_col45, #T_234ea_row20_col58, #T_234ea_row22_col58, #T_234ea_row23_col15, #T_234ea_row23_col45, #T_234ea_row24_col32, #T_234ea_row26_col15, #T_234ea_row26_col45, #T_234ea_row28_col15, #T_234ea_row28_col45, #T_234ea_row31_col15, #T_234ea_row31_col45, #T_234ea_row35_col32, #T_234ea_row35_col56, #T_234ea_row36_col15, #T_234ea_row37_col34, #T_234ea_row38_col32, #T_234ea_row39_col4, #T_234ea_row39_col32, #T_234ea_row39_col45, #T_234ea_row39_col56, #T_234ea_row40_col32, #T_234ea_row41_col15, #T_234ea_row42_col4, #T_234ea_row42_col32, #T_234ea_row42_col45, #T_234ea_row42_col56, #T_234ea_row43_col15, #T_234ea_row44_col15, #T_234ea_row46_col15, #T_234ea_row49_col15, #T_234ea_row49_col45, #T_234ea_row50_col45, #T_234ea_row50_col56, #T_234ea_row51_col45, #T_234ea_row51_col56, #T_234ea_row55_col15, #T_234ea_row57_col58 {\n",
       "  background-color: #5f7fe8;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row0_col54 {\n",
       "  background-color: #7295f4;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row0_col56, #T_234ea_row9_col34, #T_234ea_row43_col34, #T_234ea_row44_col34, #T_234ea_row52_col34, #T_234ea_row55_col34 {\n",
       "  background-color: #6b8df0;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row1_col0 {\n",
       "  background-color: #f6bfa6;\n",
       "  color: #000000;\n",
       "}\n",
       "#T_234ea_row1_col2 {\n",
       "  background-color: #8badfd;\n",
       "  color: #000000;\n",
       "}\n",
       "#T_234ea_row1_col4 {\n",
       "  background-color: #779af7;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row1_col12, #T_234ea_row1_col13, #T_234ea_row3_col32, #T_234ea_row5_col48, #T_234ea_row6_col12, #T_234ea_row6_col27, #T_234ea_row6_col54, #T_234ea_row7_col13, #T_234ea_row7_col16, #T_234ea_row8_col13, #T_234ea_row8_col16, #T_234ea_row9_col13, #T_234ea_row9_col16, #T_234ea_row9_col53, #T_234ea_row10_col12, #T_234ea_row10_col30, #T_234ea_row10_col48, #T_234ea_row13_col12, #T_234ea_row15_col22, #T_234ea_row16_col12, #T_234ea_row16_col30, #T_234ea_row17_col48, #T_234ea_row18_col4, #T_234ea_row18_col21, #T_234ea_row18_col22, #T_234ea_row19_col16, #T_234ea_row20_col12, #T_234ea_row20_col47, #T_234ea_row20_col54, #T_234ea_row22_col12, #T_234ea_row22_col27, #T_234ea_row22_col47, #T_234ea_row22_col54, #T_234ea_row23_col16, #T_234ea_row24_col0, #T_234ea_row24_col48, #T_234ea_row25_col21, #T_234ea_row26_col16, #T_234ea_row28_col16, #T_234ea_row29_col22, #T_234ea_row31_col13, #T_234ea_row31_col16, #T_234ea_row33_col21, #T_234ea_row34_col18, #T_234ea_row36_col13, #T_234ea_row36_col16, #T_234ea_row37_col18, #T_234ea_row38_col48, #T_234ea_row39_col16, #T_234ea_row40_col48, #T_234ea_row41_col13, #T_234ea_row41_col16, #T_234ea_row42_col3, #T_234ea_row42_col16, #T_234ea_row43_col13, #T_234ea_row43_col16, #T_234ea_row43_col53, #T_234ea_row44_col13, #T_234ea_row44_col16, #T_234ea_row44_col53, #T_234ea_row46_col13, #T_234ea_row46_col16, #T_234ea_row49_col13, #T_234ea_row49_col16, #T_234ea_row50_col0, #T_234ea_row50_col16, #T_234ea_row51_col16, #T_234ea_row52_col13, #T_234ea_row52_col16, #T_234ea_row52_col53, #T_234ea_row54_col45, #T_234ea_row55_col13, #T_234ea_row55_col16, #T_234ea_row56_col1, #T_234ea_row56_col33, #T_234ea_row57_col3, #T_234ea_row57_col12, #T_234ea_row58_col22 {\n",
       "  background-color: #4f69d9;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row1_col16, #T_234ea_row2_col11, #T_234ea_row2_col13, #T_234ea_row5_col20, #T_234ea_row6_col16, #T_234ea_row6_col30, #T_234ea_row6_col48, #T_234ea_row7_col2, #T_234ea_row9_col14, #T_234ea_row10_col13, #T_234ea_row11_col2, #T_234ea_row11_col20, #T_234ea_row12_col13, #T_234ea_row13_col16, #T_234ea_row13_col30, #T_234ea_row13_col48, #T_234ea_row14_col12, #T_234ea_row15_col12, #T_234ea_row16_col13, #T_234ea_row17_col20, #T_234ea_row18_col0, #T_234ea_row18_col16, #T_234ea_row18_col27, #T_234ea_row18_col47, #T_234ea_row18_col54, #T_234ea_row20_col13, #T_234ea_row20_col16, #T_234ea_row21_col16, #T_234ea_row21_col30, #T_234ea_row21_col48, #T_234ea_row22_col0, #T_234ea_row22_col16, #T_234ea_row22_col30, #T_234ea_row22_col48, #T_234ea_row24_col20, #T_234ea_row25_col3, #T_234ea_row25_col16, #T_234ea_row25_col47, #T_234ea_row25_col48, #T_234ea_row25_col54, #T_234ea_row26_col20, #T_234ea_row26_col53, #T_234ea_row27_col33, #T_234ea_row29_col12, #T_234ea_row31_col2, #T_234ea_row32_col12, #T_234ea_row33_col3, #T_234ea_row33_col16, #T_234ea_row33_col47, #T_234ea_row33_col48, #T_234ea_row33_col54, #T_234ea_row34_col21, #T_234ea_row34_col22, #T_234ea_row35_col20, #T_234ea_row37_col12, #T_234ea_row37_col21, #T_234ea_row38_col20, #T_234ea_row39_col20, #T_234ea_row39_col53, #T_234ea_row40_col20, #T_234ea_row42_col20, #T_234ea_row42_col53, #T_234ea_row45_col0, #T_234ea_row45_col12, #T_234ea_row47_col33, #T_234ea_row47_col56, #T_234ea_row48_col12, #T_234ea_row50_col20, #T_234ea_row50_col53, #T_234ea_row51_col0, #T_234ea_row51_col20, #T_234ea_row51_col53, #T_234ea_row52_col14, #T_234ea_row53_col21, #T_234ea_row53_col22, #T_234ea_row54_col33, #T_234ea_row57_col16, #T_234ea_row57_col30, #T_234ea_row57_col48, #T_234ea_row58_col12 {\n",
       "  background-color: #4c66d6;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row1_col18, #T_234ea_row2_col18, #T_234ea_row5_col33, #T_234ea_row7_col18, #T_234ea_row7_col27, #T_234ea_row7_col47, #T_234ea_row7_col54, #T_234ea_row8_col18, #T_234ea_row8_col27, #T_234ea_row8_col47, #T_234ea_row8_col54, #T_234ea_row9_col18, #T_234ea_row11_col33, #T_234ea_row13_col4, #T_234ea_row16_col4, #T_234ea_row17_col33, #T_234ea_row19_col27, #T_234ea_row19_col54, #T_234ea_row23_col18, #T_234ea_row23_col27, #T_234ea_row23_col47, #T_234ea_row23_col54, #T_234ea_row24_col33, #T_234ea_row26_col33, #T_234ea_row28_col18, #T_234ea_row28_col27, #T_234ea_row28_col47, #T_234ea_row28_col54, #T_234ea_row30_col37, #T_234ea_row30_col58, #T_234ea_row31_col3, #T_234ea_row31_col18, #T_234ea_row31_col27, #T_234ea_row31_col47, #T_234ea_row31_col54, #T_234ea_row32_col56, #T_234ea_row34_col15, #T_234ea_row34_col45, #T_234ea_row35_col33, #T_234ea_row36_col18, #T_234ea_row36_col27, #T_234ea_row36_col47, #T_234ea_row36_col54, #T_234ea_row37_col15, #T_234ea_row37_col45, #T_234ea_row38_col33, #T_234ea_row39_col33, #T_234ea_row40_col33, #T_234ea_row41_col18, #T_234ea_row41_col27, #T_234ea_row41_col47, #T_234ea_row41_col54, #T_234ea_row42_col33, #T_234ea_row43_col18, #T_234ea_row44_col18, #T_234ea_row46_col18, #T_234ea_row46_col27, #T_234ea_row46_col47, #T_234ea_row46_col54, #T_234ea_row48_col56, #T_234ea_row49_col18, #T_234ea_row49_col27, #T_234ea_row49_col47, #T_234ea_row49_col54, #T_234ea_row50_col3, #T_234ea_row50_col33, #T_234ea_row51_col33, #T_234ea_row52_col18, #T_234ea_row53_col15, #T_234ea_row53_col32, #T_234ea_row55_col18, #T_234ea_row55_col47, #T_234ea_row58_col56 {\n",
       "  background-color: #5673e0;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row1_col21, #T_234ea_row2_col22, #T_234ea_row3_col1, #T_234ea_row3_col33, #T_234ea_row3_col37, #T_234ea_row3_col58, #T_234ea_row4_col1, #T_234ea_row5_col12, #T_234ea_row5_col30, #T_234ea_row6_col21, #T_234ea_row6_col22, #T_234ea_row11_col3, #T_234ea_row11_col12, #T_234ea_row11_col48, #T_234ea_row12_col21, #T_234ea_row12_col22, #T_234ea_row12_col27, #T_234ea_row12_col47, #T_234ea_row12_col54, #T_234ea_row13_col21, #T_234ea_row13_col22, #T_234ea_row14_col18, #T_234ea_row15_col18, #T_234ea_row16_col21, #T_234ea_row17_col12, #T_234ea_row20_col21, #T_234ea_row20_col22, #T_234ea_row20_col27, #T_234ea_row21_col22, #T_234ea_row22_col21, #T_234ea_row24_col12, #T_234ea_row25_col22, #T_234ea_row26_col12, #T_234ea_row26_col48, #T_234ea_row27_col45, #T_234ea_row29_col18, #T_234ea_row32_col18, #T_234ea_row33_col22, #T_234ea_row34_col33, #T_234ea_row35_col12, #T_234ea_row35_col48, #T_234ea_row38_col12, #T_234ea_row39_col3, #T_234ea_row39_col12, #T_234ea_row39_col48, #T_234ea_row40_col3, #T_234ea_row40_col12, #T_234ea_row42_col12, #T_234ea_row42_col48, #T_234ea_row45_col18, #T_234ea_row47_col45, #T_234ea_row48_col18, #T_234ea_row50_col12, #T_234ea_row50_col48, #T_234ea_row51_col12, #T_234ea_row51_col48, #T_234ea_row53_col33, #T_234ea_row57_col21, #T_234ea_row57_col22, #T_234ea_row58_col18 {\n",
       "  background-color: #506bda;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row1_col30, #T_234ea_row3_col34, #T_234ea_row3_col53, #T_234ea_row5_col27, #T_234ea_row5_col47, #T_234ea_row5_col54, #T_234ea_row6_col18, #T_234ea_row7_col3, #T_234ea_row7_col21, #T_234ea_row7_col22, #T_234ea_row8_col3, #T_234ea_row8_col21, #T_234ea_row8_col22, #T_234ea_row9_col48, #T_234ea_row12_col18, #T_234ea_row13_col18, #T_234ea_row15_col33, #T_234ea_row17_col47, #T_234ea_row17_col54, #T_234ea_row19_col21, #T_234ea_row19_col22, #T_234ea_row20_col18, #T_234ea_row21_col4, #T_234ea_row21_col18, #T_234ea_row22_col4, #T_234ea_row22_col18, #T_234ea_row23_col21, #T_234ea_row23_col22, #T_234ea_row24_col3, #T_234ea_row24_col47, #T_234ea_row24_col54, #T_234ea_row25_col18, #T_234ea_row26_col21, #T_234ea_row26_col22, #T_234ea_row26_col30, #T_234ea_row28_col21, #T_234ea_row28_col22, #T_234ea_row29_col33, #T_234ea_row30_col15, #T_234ea_row30_col32, #T_234ea_row31_col21, #T_234ea_row31_col22, #T_234ea_row33_col18, #T_234ea_row36_col3, #T_234ea_row36_col21, #T_234ea_row36_col22, #T_234ea_row38_col27, #T_234ea_row38_col47, #T_234ea_row38_col54, #T_234ea_row39_col21, #T_234ea_row39_col22, #T_234ea_row39_col30, #T_234ea_row40_col27, #T_234ea_row40_col47, #T_234ea_row40_col54, #T_234ea_row41_col21, #T_234ea_row41_col22, #T_234ea_row42_col21, #T_234ea_row42_col22, #T_234ea_row46_col21, #T_234ea_row46_col22, #T_234ea_row49_col21, #T_234ea_row49_col22, #T_234ea_row50_col21, #T_234ea_row50_col22, #T_234ea_row50_col30, #T_234ea_row51_col21, #T_234ea_row51_col22, #T_234ea_row51_col30, #T_234ea_row52_col48, #T_234ea_row53_col56, #T_234ea_row55_col3, #T_234ea_row55_col21, #T_234ea_row55_col22, #T_234ea_row56_col2, #T_234ea_row57_col18, #T_234ea_row58_col33 {\n",
       "  background-color: #536edd;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row1_col32, #T_234ea_row1_col47, #T_234ea_row1_col53, #T_234ea_row1_col58, #T_234ea_row2_col32, #T_234ea_row5_col15, #T_234ea_row5_col45, #T_234ea_row5_col56, #T_234ea_row10_col32, #T_234ea_row11_col15, #T_234ea_row11_col45, #T_234ea_row11_col56, #T_234ea_row13_col3, #T_234ea_row15_col37, #T_234ea_row16_col32, #T_234ea_row17_col15, #T_234ea_row17_col45, #T_234ea_row17_col56, #T_234ea_row18_col58, #T_234ea_row21_col58, #T_234ea_row24_col15, #T_234ea_row24_col45, #T_234ea_row24_col56, #T_234ea_row25_col58, #T_234ea_row29_col37, #T_234ea_row33_col58, #T_234ea_row35_col4, #T_234ea_row35_col15, #T_234ea_row35_col45, #T_234ea_row38_col15, #T_234ea_row38_col45, #T_234ea_row38_col56, #T_234ea_row39_col15, #T_234ea_row40_col15, #T_234ea_row40_col45, #T_234ea_row40_col56, #T_234ea_row42_col15, #T_234ea_row48_col37, #T_234ea_row50_col15, #T_234ea_row51_col15, #T_234ea_row53_col34, #T_234ea_row58_col37 {\n",
       "  background-color: #5e7de7;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row1_col34, #T_234ea_row7_col34, #T_234ea_row8_col34, #T_234ea_row9_col4, #T_234ea_row19_col34, #T_234ea_row23_col34, #T_234ea_row26_col34, #T_234ea_row28_col4, #T_234ea_row28_col34, #T_234ea_row31_col4, #T_234ea_row31_col34, #T_234ea_row36_col34, #T_234ea_row41_col34, #T_234ea_row44_col4, #T_234ea_row46_col34, #T_234ea_row49_col34, #T_234ea_row50_col34, #T_234ea_row51_col34, #T_234ea_row52_col4 {\n",
       "  background-color: #6a8bef;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row1_col54 {\n",
       "  background-color: #7597f6;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row1_col56, #T_234ea_row2_col56, #T_234ea_row25_col4 {\n",
       "  background-color: #6c8ff1;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row2_col0 {\n",
       "  background-color: #81a4fb;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row2_col1 {\n",
       "  background-color: #86a9fc;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row2_col4 {\n",
       "  background-color: #7ea1fa;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row2_col12, #T_234ea_row2_col16, #T_234ea_row5_col53, #T_234ea_row6_col13, #T_234ea_row6_col20, #T_234ea_row7_col14, #T_234ea_row8_col14, #T_234ea_row9_col0, #T_234ea_row10_col20, #T_234ea_row11_col53, #T_234ea_row12_col20, #T_234ea_row13_col0, #T_234ea_row13_col20, #T_234ea_row14_col16, #T_234ea_row15_col0, #T_234ea_row15_col16, #T_234ea_row16_col20, #T_234ea_row17_col53, #T_234ea_row18_col13, #T_234ea_row18_col48, #T_234ea_row21_col0, #T_234ea_row21_col13, #T_234ea_row22_col3, #T_234ea_row22_col13, #T_234ea_row22_col20, #T_234ea_row24_col53, #T_234ea_row25_col13, #T_234ea_row25_col30, #T_234ea_row27_col56, #T_234ea_row28_col0, #T_234ea_row29_col16, #T_234ea_row30_col18, #T_234ea_row31_col14, #T_234ea_row32_col16, #T_234ea_row33_col13, #T_234ea_row33_col30, #T_234ea_row34_col2, #T_234ea_row34_col12, #T_234ea_row35_col53, #T_234ea_row36_col14, #T_234ea_row38_col53, #T_234ea_row40_col53, #T_234ea_row41_col14, #T_234ea_row43_col14, #T_234ea_row44_col14, #T_234ea_row45_col2, #T_234ea_row45_col16, #T_234ea_row46_col2, #T_234ea_row46_col14, #T_234ea_row48_col16, #T_234ea_row49_col14, #T_234ea_row53_col12, #T_234ea_row54_col56, #T_234ea_row55_col14, #T_234ea_row56_col21, #T_234ea_row56_col22, #T_234ea_row57_col13, #T_234ea_row57_col20, #T_234ea_row58_col16 {\n",
       "  background-color: #4b64d5;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row2_col15, #T_234ea_row9_col27, #T_234ea_row9_col54, #T_234ea_row14_col32, #T_234ea_row15_col45, #T_234ea_row18_col56, #T_234ea_row20_col3, #T_234ea_row29_col15, #T_234ea_row29_col45, #T_234ea_row45_col32, #T_234ea_row48_col15, #T_234ea_row48_col32, #T_234ea_row52_col27, #T_234ea_row52_col54, #T_234ea_row53_col0, #T_234ea_row53_col3, #T_234ea_row56_col37, #T_234ea_row56_col58, #T_234ea_row58_col15, #T_234ea_row58_col45 {\n",
       "  background-color: #5977e3;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row2_col34 {\n",
       "  background-color: #6f92f3;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row2_col53, #T_234ea_row4_col2, #T_234ea_row6_col15, #T_234ea_row6_col45, #T_234ea_row12_col15, #T_234ea_row12_col56, #T_234ea_row13_col15, #T_234ea_row13_col45, #T_234ea_row14_col58, #T_234ea_row17_col4, #T_234ea_row18_col32, #T_234ea_row20_col15, #T_234ea_row20_col45, #T_234ea_row20_col56, #T_234ea_row21_col45, #T_234ea_row22_col15, #T_234ea_row22_col45, #T_234ea_row22_col56, #T_234ea_row25_col32, #T_234ea_row32_col58, #T_234ea_row33_col32, #T_234ea_row34_col37, #T_234ea_row40_col4, #T_234ea_row45_col58, #T_234ea_row53_col37, #T_234ea_row57_col15, #T_234ea_row57_col45 {\n",
       "  background-color: #5b7ae5;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row2_col54 {\n",
       "  background-color: #7da0f9;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row2_col58, #T_234ea_row6_col4, #T_234ea_row6_col32, #T_234ea_row10_col15, #T_234ea_row10_col45, #T_234ea_row10_col56, #T_234ea_row11_col4, #T_234ea_row12_col32, #T_234ea_row12_col45, #T_234ea_row13_col32, #T_234ea_row14_col37, #T_234ea_row15_col58, #T_234ea_row16_col15, #T_234ea_row16_col45, #T_234ea_row16_col56, #T_234ea_row20_col32, #T_234ea_row21_col32, #T_234ea_row22_col32, #T_234ea_row29_col58, #T_234ea_row32_col37, #T_234ea_row38_col4, #T_234ea_row45_col37, #T_234ea_row48_col58, #T_234ea_row56_col34, #T_234ea_row57_col32 {\n",
       "  background-color: #5d7ce6;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row3_col4 {\n",
       "  background-color: #ebd3c6;\n",
       "  color: #000000;\n",
       "}\n",
       "#T_234ea_row3_col27 {\n",
       "  background-color: #c0d4f5;\n",
       "  color: #000000;\n",
       "}\n",
       "#T_234ea_row3_col54 {\n",
       "  background-color: #cfdaea;\n",
       "  color: #000000;\n",
       "}\n",
       "#T_234ea_row4_col3, #T_234ea_row27_col4 {\n",
       "  background-color: #e2dad5;\n",
       "  color: #000000;\n",
       "}\n",
       "#T_234ea_row4_col27, #T_234ea_row47_col4 {\n",
       "  background-color: #dadce0;\n",
       "  color: #000000;\n",
       "}\n",
       "#T_234ea_row4_col47 {\n",
       "  background-color: #d1dae9;\n",
       "  color: #000000;\n",
       "}\n",
       "#T_234ea_row4_col54 {\n",
       "  background-color: #cedaeb;\n",
       "  color: #000000;\n",
       "}\n",
       "#T_234ea_row5_col34, #T_234ea_row11_col34, #T_234ea_row17_col34, #T_234ea_row24_col34, #T_234ea_row35_col34, #T_234ea_row38_col34, #T_234ea_row39_col34, #T_234ea_row40_col34, #T_234ea_row42_col34, #T_234ea_row43_col4 {\n",
       "  background-color: #688aef;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row24_col4, #T_234ea_row54_col2 {\n",
       "  background-color: #6e90f2;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_234ea_row27_col3 {\n",
       "  background-color: #bed2f6;\n",
       "  color: #000000;\n",
       "}\n",
       "#T_234ea_row54_col3 {\n",
       "  background-color: #cdd9ec;\n",
       "  color: #000000;\n",
       "}\n",
       "#T_234ea_row54_col4 {\n",
       "  background-color: #d8dce2;\n",
       "  color: #000000;\n",
       "}\n",
       "</style>\n",
       "<table id=\"T_234ea\">\n",
       "  <thead>\n",
       "    <tr>\n",
       "      <th class=\"index_name level0\" >ActivityTypeCode</th>\n",
       "      <th id=\"T_234ea_level0_col0\" class=\"col_heading level0 col0\" >HipPain</th>\n",
       "      <th id=\"T_234ea_level0_col1\" class=\"col_heading level0 col1\" >ReducedTime</th>\n",
       "      <th id=\"T_234ea_level0_col2\" class=\"col_heading level0 col2\" >HealthProblem</th>\n",
       "      <th id=\"T_234ea_level0_col3\" class=\"col_heading level0 col3\" >activtiyAmount</th>\n",
       "      <th id=\"T_234ea_level0_col4\" class=\"col_heading level0 col4\" >activtiyFreq</th>\n",
       "      <th id=\"T_234ea_level0_col5\" class=\"col_heading level0 col5\" >aerob</th>\n",
       "      <th id=\"T_234ea_level0_col6\" class=\"col_heading level0 col6\" >aquaf</th>\n",
       "      <th id=\"T_234ea_level0_col7\" class=\"col_heading level0 col7\" >backp</th>\n",
       "      <th id=\"T_234ea_level0_col8\" class=\"col_heading level0 col8\" >badm</th>\n",
       "      <th id=\"T_234ea_level0_col9\" class=\"col_heading level0 col9\" >baskb</th>\n",
       "      <th id=\"T_234ea_level0_col10\" class=\"col_heading level0 col10\" >bath</th>\n",
       "      <th id=\"T_234ea_level0_col11\" class=\"col_heading level0 col11\" >bowl</th>\n",
       "      <th id=\"T_234ea_level0_col12\" class=\"col_heading level0 col12\" >canrow</th>\n",
       "      <th id=\"T_234ea_level0_col13\" class=\"col_heading level0 col13\" >carp</th>\n",
       "      <th id=\"T_234ea_level0_col14\" class=\"col_heading level0 col14\" >cycle</th>\n",
       "      <th id=\"T_234ea_level0_col15\" class=\"col_heading level0 col15\" >dance</th>\n",
       "      <th id=\"T_234ea_level0_col16\" class=\"col_heading level0 col16\" >fishb</th>\n",
       "      <th id=\"T_234ea_level0_col17\" class=\"col_heading level0 col17\" >fishs</th>\n",
       "      <th id=\"T_234ea_level0_col18\" class=\"col_heading level0 col18\" >floor</th>\n",
       "      <th id=\"T_234ea_level0_col19\" class=\"col_heading level0 col19\" >golfc</th>\n",
       "      <th id=\"T_234ea_level0_col20\" class=\"col_heading level0 col20\" >golfp</th>\n",
       "      <th id=\"T_234ea_level0_col21\" class=\"col_heading level0 col21\" >golfr</th>\n",
       "      <th id=\"T_234ea_level0_col22\" class=\"col_heading level0 col22\" >hike</th>\n",
       "      <th id=\"T_234ea_level0_col23\" class=\"col_heading level0 col23\" >hock</th>\n",
       "      <th id=\"T_234ea_level0_col24\" class=\"col_heading level0 col24\" >homeae</th>\n",
       "      <th id=\"T_234ea_level0_col25\" class=\"col_heading level0 col25\" >homewt</th>\n",
       "      <th id=\"T_234ea_level0_col26\" class=\"col_heading level0 col26\" >horse</th>\n",
       "      <th id=\"T_234ea_level0_col27\" class=\"col_heading level0 col27\" >house</th>\n",
       "      <th id=\"T_234ea_level0_col28\" class=\"col_heading level0 col28\" >jog</th>\n",
       "      <th id=\"T_234ea_level0_col29\" class=\"col_heading level0 col29\" >liftde</th>\n",
       "      <th id=\"T_234ea_level0_col30\" class=\"col_heading level0 col30\" >liftla</th>\n",
       "      <th id=\"T_234ea_level0_col31\" class=\"col_heading level0 col31\" >martial</th>\n",
       "      <th id=\"T_234ea_level0_col32\" class=\"col_heading level0 col32\" >mow</th>\n",
       "      <th id=\"T_234ea_level0_col33\" class=\"col_heading level0 col33\" >paint</th>\n",
       "      <th id=\"T_234ea_level0_col34\" class=\"col_heading level0 col34\" >rake</th>\n",
       "      <th id=\"T_234ea_level0_col35\" class=\"col_heading level0 col35\" >sail</th>\n",
       "      <th id=\"T_234ea_level0_col36\" class=\"col_heading level0 col36\" >scuba</th>\n",
       "      <th id=\"T_234ea_level0_col37\" class=\"col_heading level0 col37\" >shovel</th>\n",
       "      <th id=\"T_234ea_level0_col38\" class=\"col_heading level0 col38\" >skate</th>\n",
       "      <th id=\"T_234ea_level0_col39\" class=\"col_heading level0 col39\" >skic</th>\n",
       "      <th id=\"T_234ea_level0_col40\" class=\"col_heading level0 col40\" >skid</th>\n",
       "      <th id=\"T_234ea_level0_col41\" class=\"col_heading level0 col41\" >sled</th>\n",
       "      <th id=\"T_234ea_level0_col42\" class=\"col_heading level0 col42\" >snork</th>\n",
       "      <th id=\"T_234ea_level0_col43\" class=\"col_heading level0 col43\" >snowbrd</th>\n",
       "      <th id=\"T_234ea_level0_col44\" class=\"col_heading level0 col44\" >socc</th>\n",
       "      <th id=\"T_234ea_level0_col45\" class=\"col_heading level0 col45\" >spade</th>\n",
       "      <th id=\"T_234ea_level0_col46\" class=\"col_heading level0 col46\" >squash</th>\n",
       "      <th id=\"T_234ea_level0_col47\" class=\"col_heading level0 col47\" >stairs</th>\n",
       "      <th id=\"T_234ea_level0_col48\" class=\"col_heading level0 col48\" >swim</th>\n",
       "      <th id=\"T_234ea_level0_col49\" class=\"col_heading level0 col49\" >table</th>\n",
       "      <th id=\"T_234ea_level0_col50\" class=\"col_heading level0 col50\" >tennd</th>\n",
       "      <th id=\"T_234ea_level0_col51\" class=\"col_heading level0 col51\" >tenns</th>\n",
       "      <th id=\"T_234ea_level0_col52\" class=\"col_heading level0 col52\" >volleyb</th>\n",
       "      <th id=\"T_234ea_level0_col53\" class=\"col_heading level0 col53\" >walke</th>\n",
       "      <th id=\"T_234ea_level0_col54\" class=\"col_heading level0 col54\" >walkp</th>\n",
       "      <th id=\"T_234ea_level0_col55\" class=\"col_heading level0 col55\" >waters</th>\n",
       "      <th id=\"T_234ea_level0_col56\" class=\"col_heading level0 col56\" >weed</th>\n",
       "      <th id=\"T_234ea_level0_col57\" class=\"col_heading level0 col57\" >weight</th>\n",
       "      <th id=\"T_234ea_level0_col58\" class=\"col_heading level0 col58\" >window</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th class=\"index_name level0\" >ActivityTypeCode</th>\n",
       "      <th class=\"blank col0\" >&nbsp;</th>\n",
       "      <th class=\"blank col1\" >&nbsp;</th>\n",
       "      <th class=\"blank col2\" >&nbsp;</th>\n",
       "      <th class=\"blank col3\" >&nbsp;</th>\n",
       "      <th class=\"blank col4\" >&nbsp;</th>\n",
       "      <th class=\"blank col5\" >&nbsp;</th>\n",
       "      <th class=\"blank col6\" >&nbsp;</th>\n",
       "      <th class=\"blank col7\" >&nbsp;</th>\n",
       "      <th class=\"blank col8\" >&nbsp;</th>\n",
       "      <th class=\"blank col9\" >&nbsp;</th>\n",
       "      <th class=\"blank col10\" >&nbsp;</th>\n",
       "      <th class=\"blank col11\" >&nbsp;</th>\n",
       "      <th class=\"blank col12\" >&nbsp;</th>\n",
       "      <th class=\"blank col13\" >&nbsp;</th>\n",
       "      <th class=\"blank col14\" >&nbsp;</th>\n",
       "      <th class=\"blank col15\" >&nbsp;</th>\n",
       "      <th class=\"blank col16\" >&nbsp;</th>\n",
       "      <th class=\"blank col17\" >&nbsp;</th>\n",
       "      <th class=\"blank col18\" >&nbsp;</th>\n",
       "      <th class=\"blank col19\" >&nbsp;</th>\n",
       "      <th class=\"blank col20\" >&nbsp;</th>\n",
       "      <th class=\"blank col21\" >&nbsp;</th>\n",
       "      <th class=\"blank col22\" >&nbsp;</th>\n",
       "      <th class=\"blank col23\" >&nbsp;</th>\n",
       "      <th class=\"blank col24\" >&nbsp;</th>\n",
       "      <th class=\"blank col25\" >&nbsp;</th>\n",
       "      <th class=\"blank col26\" >&nbsp;</th>\n",
       "      <th class=\"blank col27\" >&nbsp;</th>\n",
       "      <th class=\"blank col28\" >&nbsp;</th>\n",
       "      <th class=\"blank col29\" >&nbsp;</th>\n",
       "      <th class=\"blank col30\" >&nbsp;</th>\n",
       "      <th class=\"blank col31\" >&nbsp;</th>\n",
       "      <th class=\"blank col32\" >&nbsp;</th>\n",
       "      <th class=\"blank col33\" >&nbsp;</th>\n",
       "      <th class=\"blank col34\" >&nbsp;</th>\n",
       "      <th class=\"blank col35\" >&nbsp;</th>\n",
       "      <th class=\"blank col36\" >&nbsp;</th>\n",
       "      <th class=\"blank col37\" >&nbsp;</th>\n",
       "      <th class=\"blank col38\" >&nbsp;</th>\n",
       "      <th class=\"blank col39\" >&nbsp;</th>\n",
       "      <th class=\"blank col40\" >&nbsp;</th>\n",
       "      <th class=\"blank col41\" >&nbsp;</th>\n",
       "      <th class=\"blank col42\" >&nbsp;</th>\n",
       "      <th class=\"blank col43\" >&nbsp;</th>\n",
       "      <th class=\"blank col44\" >&nbsp;</th>\n",
       "      <th class=\"blank col45\" >&nbsp;</th>\n",
       "      <th class=\"blank col46\" >&nbsp;</th>\n",
       "      <th class=\"blank col47\" >&nbsp;</th>\n",
       "      <th class=\"blank col48\" >&nbsp;</th>\n",
       "      <th class=\"blank col49\" >&nbsp;</th>\n",
       "      <th class=\"blank col50\" >&nbsp;</th>\n",
       "      <th class=\"blank col51\" >&nbsp;</th>\n",
       "      <th class=\"blank col52\" >&nbsp;</th>\n",
       "      <th class=\"blank col53\" >&nbsp;</th>\n",
       "      <th class=\"blank col54\" >&nbsp;</th>\n",
       "      <th class=\"blank col55\" >&nbsp;</th>\n",
       "      <th class=\"blank col56\" >&nbsp;</th>\n",
       "      <th class=\"blank col57\" >&nbsp;</th>\n",
       "      <th class=\"blank col58\" >&nbsp;</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row0\" class=\"row_heading level0 row0\" >HipPain</th>\n",
       "      <td id=\"T_234ea_row0_col0\" class=\"data row0 col0\" >1.000000</td>\n",
       "      <td id=\"T_234ea_row0_col1\" class=\"data row0 col1\" >0.624684</td>\n",
       "      <td id=\"T_234ea_row0_col2\" class=\"data row0 col2\" >0.172709</td>\n",
       "      <td id=\"T_234ea_row0_col3\" class=\"data row0 col3\" >0.055824</td>\n",
       "      <td id=\"T_234ea_row0_col4\" class=\"data row0 col4\" >0.045989</td>\n",
       "      <td id=\"T_234ea_row0_col5\" class=\"data row0 col5\" >0.002487</td>\n",
       "      <td id=\"T_234ea_row0_col6\" class=\"data row0 col6\" >-0.028877</td>\n",
       "      <td id=\"T_234ea_row0_col7\" class=\"data row0 col7\" >0.013954</td>\n",
       "      <td id=\"T_234ea_row0_col8\" class=\"data row0 col8\" >-0.001406</td>\n",
       "      <td id=\"T_234ea_row0_col9\" class=\"data row0 col9\" >0.006872</td>\n",
       "      <td id=\"T_234ea_row0_col10\" class=\"data row0 col10\" >-0.007287</td>\n",
       "      <td id=\"T_234ea_row0_col11\" class=\"data row0 col11\" >0.003361</td>\n",
       "      <td id=\"T_234ea_row0_col12\" class=\"data row0 col12\" >-0.016133</td>\n",
       "      <td id=\"T_234ea_row0_col13\" class=\"data row0 col13\" >0.006474</td>\n",
       "      <td id=\"T_234ea_row0_col14\" class=\"data row0 col14\" >-0.035641</td>\n",
       "      <td id=\"T_234ea_row0_col15\" class=\"data row0 col15\" >0.003843</td>\n",
       "      <td id=\"T_234ea_row0_col16\" class=\"data row0 col16\" >-0.008454</td>\n",
       "      <td id=\"T_234ea_row0_col17\" class=\"data row0 col17\" >-0.011412</td>\n",
       "      <td id=\"T_234ea_row0_col18\" class=\"data row0 col18\" >0.009560</td>\n",
       "      <td id=\"T_234ea_row0_col19\" class=\"data row0 col19\" >-0.000604</td>\n",
       "      <td id=\"T_234ea_row0_col20\" class=\"data row0 col20\" >-0.001289</td>\n",
       "      <td id=\"T_234ea_row0_col21\" class=\"data row0 col21\" >0.005340</td>\n",
       "      <td id=\"T_234ea_row0_col22\" class=\"data row0 col22\" >0.011614</td>\n",
       "      <td id=\"T_234ea_row0_col23\" class=\"data row0 col23\" >0.001668</td>\n",
       "      <td id=\"T_234ea_row0_col24\" class=\"data row0 col24\" >0.017127</td>\n",
       "      <td id=\"T_234ea_row0_col25\" class=\"data row0 col25\" >-0.037309</td>\n",
       "      <td id=\"T_234ea_row0_col26\" class=\"data row0 col26\" >0.000481</td>\n",
       "      <td id=\"T_234ea_row0_col27\" class=\"data row0 col27\" >-0.028013</td>\n",
       "      <td id=\"T_234ea_row0_col28\" class=\"data row0 col28\" >0.006043</td>\n",
       "      <td id=\"T_234ea_row0_col29\" class=\"data row0 col29\" >-0.016434</td>\n",
       "      <td id=\"T_234ea_row0_col30\" class=\"data row0 col30\" >-0.017049</td>\n",
       "      <td id=\"T_234ea_row0_col31\" class=\"data row0 col31\" >-0.002424</td>\n",
       "      <td id=\"T_234ea_row0_col32\" class=\"data row0 col32\" >-0.008844</td>\n",
       "      <td id=\"T_234ea_row0_col33\" class=\"data row0 col33\" >-0.016766</td>\n",
       "      <td id=\"T_234ea_row0_col34\" class=\"data row0 col34\" >-0.015660</td>\n",
       "      <td id=\"T_234ea_row0_col35\" class=\"data row0 col35\" >-0.006798</td>\n",
       "      <td id=\"T_234ea_row0_col36\" class=\"data row0 col36\" >0.003090</td>\n",
       "      <td id=\"T_234ea_row0_col37\" class=\"data row0 col37\" >-0.009267</td>\n",
       "      <td id=\"T_234ea_row0_col38\" class=\"data row0 col38\" >-0.002547</td>\n",
       "      <td id=\"T_234ea_row0_col39\" class=\"data row0 col39\" >-0.014893</td>\n",
       "      <td id=\"T_234ea_row0_col40\" class=\"data row0 col40\" >-0.005245</td>\n",
       "      <td id=\"T_234ea_row0_col41\" class=\"data row0 col41\" >-0.011029</td>\n",
       "      <td id=\"T_234ea_row0_col42\" class=\"data row0 col42\" >-0.021498</td>\n",
       "      <td id=\"T_234ea_row0_col43\" class=\"data row0 col43\" >0.014759</td>\n",
       "      <td id=\"T_234ea_row0_col44\" class=\"data row0 col44\" >-0.000811</td>\n",
       "      <td id=\"T_234ea_row0_col45\" class=\"data row0 col45\" >0.010292</td>\n",
       "      <td id=\"T_234ea_row0_col46\" class=\"data row0 col46\" >0.013708</td>\n",
       "      <td id=\"T_234ea_row0_col47\" class=\"data row0 col47\" >0.033350</td>\n",
       "      <td id=\"T_234ea_row0_col48\" class=\"data row0 col48\" >-0.053792</td>\n",
       "      <td id=\"T_234ea_row0_col49\" class=\"data row0 col49\" >-0.001623</td>\n",
       "      <td id=\"T_234ea_row0_col50\" class=\"data row0 col50\" >0.018081</td>\n",
       "      <td id=\"T_234ea_row0_col51\" class=\"data row0 col51\" >0.008856</td>\n",
       "      <td id=\"T_234ea_row0_col52\" class=\"data row0 col52\" >-0.005437</td>\n",
       "      <td id=\"T_234ea_row0_col53\" class=\"data row0 col53\" >0.052871</td>\n",
       "      <td id=\"T_234ea_row0_col54\" class=\"data row0 col54\" >0.080073</td>\n",
       "      <td id=\"T_234ea_row0_col55\" class=\"data row0 col55\" >-0.009035</td>\n",
       "      <td id=\"T_234ea_row0_col56\" class=\"data row0 col56\" >0.027004</td>\n",
       "      <td id=\"T_234ea_row0_col57\" class=\"data row0 col57\" >-0.007695</td>\n",
       "      <td id=\"T_234ea_row0_col58\" class=\"data row0 col58\" >-0.035498</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row1\" class=\"row_heading level0 row1\" >ReducedTime</th>\n",
       "      <td id=\"T_234ea_row1_col0\" class=\"data row1 col0\" >0.624684</td>\n",
       "      <td id=\"T_234ea_row1_col1\" class=\"data row1 col1\" >1.000000</td>\n",
       "      <td id=\"T_234ea_row1_col2\" class=\"data row1 col2\" >0.204172</td>\n",
       "      <td id=\"T_234ea_row1_col3\" class=\"data row1 col3\" >0.038330</td>\n",
       "      <td id=\"T_234ea_row1_col4\" class=\"data row1 col4\" >0.037555</td>\n",
       "      <td id=\"T_234ea_row1_col5\" class=\"data row1 col5\" >-0.003787</td>\n",
       "      <td id=\"T_234ea_row1_col6\" class=\"data row1 col6\" >-0.028408</td>\n",
       "      <td id=\"T_234ea_row1_col7\" class=\"data row1 col7\" >0.009715</td>\n",
       "      <td id=\"T_234ea_row1_col8\" class=\"data row1 col8\" >0.008413</td>\n",
       "      <td id=\"T_234ea_row1_col9\" class=\"data row1 col9\" >-0.003535</td>\n",
       "      <td id=\"T_234ea_row1_col10\" class=\"data row1 col10\" >-0.004906</td>\n",
       "      <td id=\"T_234ea_row1_col11\" class=\"data row1 col11\" >0.002937</td>\n",
       "      <td id=\"T_234ea_row1_col12\" class=\"data row1 col12\" >-0.009715</td>\n",
       "      <td id=\"T_234ea_row1_col13\" class=\"data row1 col13\" >-0.000832</td>\n",
       "      <td id=\"T_234ea_row1_col14\" class=\"data row1 col14\" >-0.019529</td>\n",
       "      <td id=\"T_234ea_row1_col15\" class=\"data row1 col15\" >0.006486</td>\n",
       "      <td id=\"T_234ea_row1_col16\" class=\"data row1 col16\" >-0.009504</td>\n",
       "      <td id=\"T_234ea_row1_col17\" class=\"data row1 col17\" >-0.009543</td>\n",
       "      <td id=\"T_234ea_row1_col18\" class=\"data row1 col18\" >-0.001317</td>\n",
       "      <td id=\"T_234ea_row1_col19\" class=\"data row1 col19\" >-0.013237</td>\n",
       "      <td id=\"T_234ea_row1_col20\" class=\"data row1 col20\" >-0.017812</td>\n",
       "      <td id=\"T_234ea_row1_col21\" class=\"data row1 col21\" >-0.013750</td>\n",
       "      <td id=\"T_234ea_row1_col22\" class=\"data row1 col22\" >-0.007553</td>\n",
       "      <td id=\"T_234ea_row1_col23\" class=\"data row1 col23\" >-0.007833</td>\n",
       "      <td id=\"T_234ea_row1_col24\" class=\"data row1 col24\" >0.010916</td>\n",
       "      <td id=\"T_234ea_row1_col25\" class=\"data row1 col25\" >-0.028910</td>\n",
       "      <td id=\"T_234ea_row1_col26\" class=\"data row1 col26\" >-0.005533</td>\n",
       "      <td id=\"T_234ea_row1_col27\" class=\"data row1 col27\" >-0.014003</td>\n",
       "      <td id=\"T_234ea_row1_col28\" class=\"data row1 col28\" >-0.002713</td>\n",
       "      <td id=\"T_234ea_row1_col29\" class=\"data row1 col29\" >-0.007639</td>\n",
       "      <td id=\"T_234ea_row1_col30\" class=\"data row1 col30\" >-0.012104</td>\n",
       "      <td id=\"T_234ea_row1_col31\" class=\"data row1 col31\" >-0.006362</td>\n",
       "      <td id=\"T_234ea_row1_col32\" class=\"data row1 col32\" >-0.015926</td>\n",
       "      <td id=\"T_234ea_row1_col33\" class=\"data row1 col33\" >-0.013134</td>\n",
       "      <td id=\"T_234ea_row1_col34\" class=\"data row1 col34\" >-0.008929</td>\n",
       "      <td id=\"T_234ea_row1_col35\" class=\"data row1 col35\" >-0.017986</td>\n",
       "      <td id=\"T_234ea_row1_col36\" class=\"data row1 col36\" >-0.003653</td>\n",
       "      <td id=\"T_234ea_row1_col37\" class=\"data row1 col37\" >-0.015127</td>\n",
       "      <td id=\"T_234ea_row1_col38\" class=\"data row1 col38\" >-0.017685</td>\n",
       "      <td id=\"T_234ea_row1_col39\" class=\"data row1 col39\" >-0.014392</td>\n",
       "      <td id=\"T_234ea_row1_col40\" class=\"data row1 col40\" >-0.002787</td>\n",
       "      <td id=\"T_234ea_row1_col41\" class=\"data row1 col41\" >-0.004162</td>\n",
       "      <td id=\"T_234ea_row1_col42\" class=\"data row1 col42\" >-0.015412</td>\n",
       "      <td id=\"T_234ea_row1_col43\" class=\"data row1 col43\" >0.004856</td>\n",
       "      <td id=\"T_234ea_row1_col44\" class=\"data row1 col44\" >0.004856</td>\n",
       "      <td id=\"T_234ea_row1_col45\" class=\"data row1 col45\" >0.007612</td>\n",
       "      <td id=\"T_234ea_row1_col46\" class=\"data row1 col46\" >-0.004644</td>\n",
       "      <td id=\"T_234ea_row1_col47\" class=\"data row1 col47\" >0.014674</td>\n",
       "      <td id=\"T_234ea_row1_col48\" class=\"data row1 col48\" >-0.037128</td>\n",
       "      <td id=\"T_234ea_row1_col49\" class=\"data row1 col49\" >-0.000735</td>\n",
       "      <td id=\"T_234ea_row1_col50\" class=\"data row1 col50\" >0.005428</td>\n",
       "      <td id=\"T_234ea_row1_col51\" class=\"data row1 col51\" >0.008364</td>\n",
       "      <td id=\"T_234ea_row1_col52\" class=\"data row1 col52\" >-0.003535</td>\n",
       "      <td id=\"T_234ea_row1_col53\" class=\"data row1 col53\" >0.048996</td>\n",
       "      <td id=\"T_234ea_row1_col54\" class=\"data row1 col54\" >0.090468</td>\n",
       "      <td id=\"T_234ea_row1_col55\" class=\"data row1 col55\" >-0.009016</td>\n",
       "      <td id=\"T_234ea_row1_col56\" class=\"data row1 col56\" >0.033444</td>\n",
       "      <td id=\"T_234ea_row1_col57\" class=\"data row1 col57\" >-0.018225</td>\n",
       "      <td id=\"T_234ea_row1_col58\" class=\"data row1 col58\" >-0.024000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row2\" class=\"row_heading level0 row2\" >HealthProblem</th>\n",
       "      <td id=\"T_234ea_row2_col0\" class=\"data row2 col0\" >0.172709</td>\n",
       "      <td id=\"T_234ea_row2_col1\" class=\"data row2 col1\" >0.204172</td>\n",
       "      <td id=\"T_234ea_row2_col2\" class=\"data row2 col2\" >1.000000</td>\n",
       "      <td id=\"T_234ea_row2_col3\" class=\"data row2 col3\" >0.055196</td>\n",
       "      <td id=\"T_234ea_row2_col4\" class=\"data row2 col4\" >0.061322</td>\n",
       "      <td id=\"T_234ea_row2_col5\" class=\"data row2 col5\" >-0.009621</td>\n",
       "      <td id=\"T_234ea_row2_col6\" class=\"data row2 col6\" >-0.026708</td>\n",
       "      <td id=\"T_234ea_row2_col7\" class=\"data row2 col7\" >0.011511</td>\n",
       "      <td id=\"T_234ea_row2_col8\" class=\"data row2 col8\" >-0.005468</td>\n",
       "      <td id=\"T_234ea_row2_col9\" class=\"data row2 col9\" >0.004765</td>\n",
       "      <td id=\"T_234ea_row2_col10\" class=\"data row2 col10\" >-0.014403</td>\n",
       "      <td id=\"T_234ea_row2_col11\" class=\"data row2 col11\" >0.010480</td>\n",
       "      <td id=\"T_234ea_row2_col12\" class=\"data row2 col12\" >-0.024128</td>\n",
       "      <td id=\"T_234ea_row2_col13\" class=\"data row2 col13\" >-0.011832</td>\n",
       "      <td id=\"T_234ea_row2_col14\" class=\"data row2 col14\" >-0.028125</td>\n",
       "      <td id=\"T_234ea_row2_col15\" class=\"data row2 col15\" >-0.026232</td>\n",
       "      <td id=\"T_234ea_row2_col16\" class=\"data row2 col16\" >-0.014412</td>\n",
       "      <td id=\"T_234ea_row2_col17\" class=\"data row2 col17\" >-0.018407</td>\n",
       "      <td id=\"T_234ea_row2_col18\" class=\"data row2 col18\" >-0.001117</td>\n",
       "      <td id=\"T_234ea_row2_col19\" class=\"data row2 col19\" >-0.015310</td>\n",
       "      <td id=\"T_234ea_row2_col20\" class=\"data row2 col20\" >-0.023407</td>\n",
       "      <td id=\"T_234ea_row2_col21\" class=\"data row2 col21\" >-0.009819</td>\n",
       "      <td id=\"T_234ea_row2_col22\" class=\"data row2 col22\" >-0.012471</td>\n",
       "      <td id=\"T_234ea_row2_col23\" class=\"data row2 col23\" >-0.000683</td>\n",
       "      <td id=\"T_234ea_row2_col24\" class=\"data row2 col24\" >-0.002932</td>\n",
       "      <td id=\"T_234ea_row2_col25\" class=\"data row2 col25\" >-0.027287</td>\n",
       "      <td id=\"T_234ea_row2_col26\" class=\"data row2 col26\" >-0.008438</td>\n",
       "      <td id=\"T_234ea_row2_col27\" class=\"data row2 col27\" >-0.006148</td>\n",
       "      <td id=\"T_234ea_row2_col28\" class=\"data row2 col28\" >-0.003013</td>\n",
       "      <td id=\"T_234ea_row2_col29\" class=\"data row2 col29\" >-0.022160</td>\n",
       "      <td id=\"T_234ea_row2_col30\" class=\"data row2 col30\" >-0.005229</td>\n",
       "      <td id=\"T_234ea_row2_col31\" class=\"data row2 col31\" >0.010230</td>\n",
       "      <td id=\"T_234ea_row2_col32\" class=\"data row2 col32\" >-0.016283</td>\n",
       "      <td id=\"T_234ea_row2_col33\" class=\"data row2 col33\" >-0.003137</td>\n",
       "      <td id=\"T_234ea_row2_col34\" class=\"data row2 col34\" >0.008429</td>\n",
       "      <td id=\"T_234ea_row2_col35\" class=\"data row2 col35\" >-0.011361</td>\n",
       "      <td id=\"T_234ea_row2_col36\" class=\"data row2 col36\" >-0.001352</td>\n",
       "      <td id=\"T_234ea_row2_col37\" class=\"data row2 col37\" >-0.002795</td>\n",
       "      <td id=\"T_234ea_row2_col38\" class=\"data row2 col38\" >-0.019197</td>\n",
       "      <td id=\"T_234ea_row2_col39\" class=\"data row2 col39\" >-0.005480</td>\n",
       "      <td id=\"T_234ea_row2_col40\" class=\"data row2 col40\" >-0.004380</td>\n",
       "      <td id=\"T_234ea_row2_col41\" class=\"data row2 col41\" >-0.014416</td>\n",
       "      <td id=\"T_234ea_row2_col42\" class=\"data row2 col42\" >-0.016938</td>\n",
       "      <td id=\"T_234ea_row2_col43\" class=\"data row2 col43\" >0.003971</td>\n",
       "      <td id=\"T_234ea_row2_col44\" class=\"data row2 col44\" >0.003971</td>\n",
       "      <td id=\"T_234ea_row2_col45\" class=\"data row2 col45\" >0.008561</td>\n",
       "      <td id=\"T_234ea_row2_col46\" class=\"data row2 col46\" >0.008098</td>\n",
       "      <td id=\"T_234ea_row2_col47\" class=\"data row2 col47\" >0.027882</td>\n",
       "      <td id=\"T_234ea_row2_col48\" class=\"data row2 col48\" >-0.052581</td>\n",
       "      <td id=\"T_234ea_row2_col49\" class=\"data row2 col49\" >-0.009880</td>\n",
       "      <td id=\"T_234ea_row2_col50\" class=\"data row2 col50\" >-0.012603</td>\n",
       "      <td id=\"T_234ea_row2_col51\" class=\"data row2 col51\" >-0.014325</td>\n",
       "      <td id=\"T_234ea_row2_col52\" class=\"data row2 col52\" >-0.006504</td>\n",
       "      <td id=\"T_234ea_row2_col53\" class=\"data row2 col53\" >0.038133</td>\n",
       "      <td id=\"T_234ea_row2_col54\" class=\"data row2 col54\" >0.116668</td>\n",
       "      <td id=\"T_234ea_row2_col55\" class=\"data row2 col55\" >-0.007743</td>\n",
       "      <td id=\"T_234ea_row2_col56\" class=\"data row2 col56\" >0.031775</td>\n",
       "      <td id=\"T_234ea_row2_col57\" class=\"data row2 col57\" >-0.032679</td>\n",
       "      <td id=\"T_234ea_row2_col58\" class=\"data row2 col58\" >-0.027873</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row3\" class=\"row_heading level0 row3\" >activtiyAmount</th>\n",
       "      <td id=\"T_234ea_row3_col0\" class=\"data row3 col0\" >0.055824</td>\n",
       "      <td id=\"T_234ea_row3_col1\" class=\"data row3 col1\" >0.038330</td>\n",
       "      <td id=\"T_234ea_row3_col2\" class=\"data row3 col2\" >0.055196</td>\n",
       "      <td id=\"T_234ea_row3_col3\" class=\"data row3 col3\" >1.000000</td>\n",
       "      <td id=\"T_234ea_row3_col4\" class=\"data row3 col4\" >0.476401</td>\n",
       "      <td id=\"T_234ea_row3_col5\" class=\"data row3 col5\" >-0.016291</td>\n",
       "      <td id=\"T_234ea_row3_col6\" class=\"data row3 col6\" >-0.027288</td>\n",
       "      <td id=\"T_234ea_row3_col7\" class=\"data row3 col7\" >-0.008241</td>\n",
       "      <td id=\"T_234ea_row3_col8\" class=\"data row3 col8\" >-0.010948</td>\n",
       "      <td id=\"T_234ea_row3_col9\" class=\"data row3 col9\" >-0.003236</td>\n",
       "      <td id=\"T_234ea_row3_col10\" class=\"data row3 col10\" >-0.029391</td>\n",
       "      <td id=\"T_234ea_row3_col11\" class=\"data row3 col11\" >-0.019356</td>\n",
       "      <td id=\"T_234ea_row3_col12\" class=\"data row3 col12\" >-0.038752</td>\n",
       "      <td id=\"T_234ea_row3_col13\" class=\"data row3 col13\" >0.028650</td>\n",
       "      <td id=\"T_234ea_row3_col14\" class=\"data row3 col14\" >-0.044949</td>\n",
       "      <td id=\"T_234ea_row3_col15\" class=\"data row3 col15\" >-0.067455</td>\n",
       "      <td id=\"T_234ea_row3_col16\" class=\"data row3 col16\" >-0.026060</td>\n",
       "      <td id=\"T_234ea_row3_col17\" class=\"data row3 col17\" >-0.025660</td>\n",
       "      <td id=\"T_234ea_row3_col18\" class=\"data row3 col18\" >-0.056149</td>\n",
       "      <td id=\"T_234ea_row3_col19\" class=\"data row3 col19\" >0.007663</td>\n",
       "      <td id=\"T_234ea_row3_col20\" class=\"data row3 col20\" >0.010720</td>\n",
       "      <td id=\"T_234ea_row3_col21\" class=\"data row3 col21\" >0.005153</td>\n",
       "      <td id=\"T_234ea_row3_col22\" class=\"data row3 col22\" >-0.036429</td>\n",
       "      <td id=\"T_234ea_row3_col23\" class=\"data row3 col23\" >-0.007330</td>\n",
       "      <td id=\"T_234ea_row3_col24\" class=\"data row3 col24\" >-0.008787</td>\n",
       "      <td id=\"T_234ea_row3_col25\" class=\"data row3 col25\" >-0.032041</td>\n",
       "      <td id=\"T_234ea_row3_col26\" class=\"data row3 col26\" >0.004868</td>\n",
       "      <td id=\"T_234ea_row3_col27\" class=\"data row3 col27\" >0.334036</td>\n",
       "      <td id=\"T_234ea_row3_col28\" class=\"data row3 col28\" >-0.006929</td>\n",
       "      <td id=\"T_234ea_row3_col29\" class=\"data row3 col29\" >-0.058635</td>\n",
       "      <td id=\"T_234ea_row3_col30\" class=\"data row3 col30\" >-0.088954</td>\n",
       "      <td id=\"T_234ea_row3_col31\" class=\"data row3 col31\" >0.002083</td>\n",
       "      <td id=\"T_234ea_row3_col32\" class=\"data row3 col32\" >-0.068481</td>\n",
       "      <td id=\"T_234ea_row3_col33\" class=\"data row3 col33\" >-0.030564</td>\n",
       "      <td id=\"T_234ea_row3_col34\" class=\"data row3 col34\" >-0.090386</td>\n",
       "      <td id=\"T_234ea_row3_col35\" class=\"data row3 col35\" >-0.015310</td>\n",
       "      <td id=\"T_234ea_row3_col36\" class=\"data row3 col36\" >-0.011474</td>\n",
       "      <td id=\"T_234ea_row3_col37\" class=\"data row3 col37\" >-0.082900</td>\n",
       "      <td id=\"T_234ea_row3_col38\" class=\"data row3 col38\" >-0.026110</td>\n",
       "      <td id=\"T_234ea_row3_col39\" class=\"data row3 col39\" >-0.020627</td>\n",
       "      <td id=\"T_234ea_row3_col40\" class=\"data row3 col40\" >-0.019379</td>\n",
       "      <td id=\"T_234ea_row3_col41\" class=\"data row3 col41\" >-0.012871</td>\n",
       "      <td id=\"T_234ea_row3_col42\" class=\"data row3 col42\" >-0.022358</td>\n",
       "      <td id=\"T_234ea_row3_col43\" class=\"data row3 col43\" >-0.006532</td>\n",
       "      <td id=\"T_234ea_row3_col44\" class=\"data row3 col44\" >-0.002863</td>\n",
       "      <td id=\"T_234ea_row3_col45\" class=\"data row3 col45\" >-0.069844</td>\n",
       "      <td id=\"T_234ea_row3_col46\" class=\"data row3 col46\" >-0.007159</td>\n",
       "      <td id=\"T_234ea_row3_col47\" class=\"data row3 col47\" >-0.098160</td>\n",
       "      <td id=\"T_234ea_row3_col48\" class=\"data row3 col48\" >-0.053255</td>\n",
       "      <td id=\"T_234ea_row3_col49\" class=\"data row3 col49\" >-0.012439</td>\n",
       "      <td id=\"T_234ea_row3_col50\" class=\"data row3 col50\" >0.001650</td>\n",
       "      <td id=\"T_234ea_row3_col51\" class=\"data row3 col51\" >-0.013647</td>\n",
       "      <td id=\"T_234ea_row3_col52\" class=\"data row3 col52\" >-0.001250</td>\n",
       "      <td id=\"T_234ea_row3_col53\" class=\"data row3 col53\" >0.011757</td>\n",
       "      <td id=\"T_234ea_row3_col54\" class=\"data row3 col54\" >0.389245</td>\n",
       "      <td id=\"T_234ea_row3_col55\" class=\"data row3 col55\" >-0.011976</td>\n",
       "      <td id=\"T_234ea_row3_col56\" class=\"data row3 col56\" >-0.063832</td>\n",
       "      <td id=\"T_234ea_row3_col57\" class=\"data row3 col57\" >-0.020947</td>\n",
       "      <td id=\"T_234ea_row3_col58\" class=\"data row3 col58\" >-0.074878</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row4\" class=\"row_heading level0 row4\" >activtiyFreq</th>\n",
       "      <td id=\"T_234ea_row4_col0\" class=\"data row4 col0\" >0.045989</td>\n",
       "      <td id=\"T_234ea_row4_col1\" class=\"data row4 col1\" >0.037555</td>\n",
       "      <td id=\"T_234ea_row4_col2\" class=\"data row4 col2\" >0.061322</td>\n",
       "      <td id=\"T_234ea_row4_col3\" class=\"data row4 col3\" >0.476401</td>\n",
       "      <td id=\"T_234ea_row4_col4\" class=\"data row4 col4\" >1.000000</td>\n",
       "      <td id=\"T_234ea_row4_col5\" class=\"data row4 col5\" >-0.033245</td>\n",
       "      <td id=\"T_234ea_row4_col6\" class=\"data row4 col6\" >-0.053919</td>\n",
       "      <td id=\"T_234ea_row4_col7\" class=\"data row4 col7\" >-0.022983</td>\n",
       "      <td id=\"T_234ea_row4_col8\" class=\"data row4 col8\" >-0.023377</td>\n",
       "      <td id=\"T_234ea_row4_col9\" class=\"data row4 col9\" >-0.007230</td>\n",
       "      <td id=\"T_234ea_row4_col10\" class=\"data row4 col10\" >-0.035018</td>\n",
       "      <td id=\"T_234ea_row4_col11\" class=\"data row4 col11\" >-0.052773</td>\n",
       "      <td id=\"T_234ea_row4_col12\" class=\"data row4 col12\" >-0.084359</td>\n",
       "      <td id=\"T_234ea_row4_col13\" class=\"data row4 col13\" >-0.075557</td>\n",
       "      <td id=\"T_234ea_row4_col14\" class=\"data row4 col14\" >-0.062793</td>\n",
       "      <td id=\"T_234ea_row4_col15\" class=\"data row4 col15\" >-0.140783</td>\n",
       "      <td id=\"T_234ea_row4_col16\" class=\"data row4 col16\" >-0.076324</td>\n",
       "      <td id=\"T_234ea_row4_col17\" class=\"data row4 col17\" >-0.057127</td>\n",
       "      <td id=\"T_234ea_row4_col18\" class=\"data row4 col18\" >-0.104528</td>\n",
       "      <td id=\"T_234ea_row4_col19\" class=\"data row4 col19\" >-0.025976</td>\n",
       "      <td id=\"T_234ea_row4_col20\" class=\"data row4 col20\" >-0.070983</td>\n",
       "      <td id=\"T_234ea_row4_col21\" class=\"data row4 col21\" >-0.091976</td>\n",
       "      <td id=\"T_234ea_row4_col22\" class=\"data row4 col22\" >-0.091818</td>\n",
       "      <td id=\"T_234ea_row4_col23\" class=\"data row4 col23\" >-0.021283</td>\n",
       "      <td id=\"T_234ea_row4_col24\" class=\"data row4 col24\" >0.006918</td>\n",
       "      <td id=\"T_234ea_row4_col25\" class=\"data row4 col25\" >0.000945</td>\n",
       "      <td id=\"T_234ea_row4_col26\" class=\"data row4 col26\" >-0.016854</td>\n",
       "      <td id=\"T_234ea_row4_col27\" class=\"data row4 col27\" >0.431327</td>\n",
       "      <td id=\"T_234ea_row4_col28\" class=\"data row4 col28\" >-0.007261</td>\n",
       "      <td id=\"T_234ea_row4_col29\" class=\"data row4 col29\" >-0.024784</td>\n",
       "      <td id=\"T_234ea_row4_col30\" class=\"data row4 col30\" >-0.042068</td>\n",
       "      <td id=\"T_234ea_row4_col31\" class=\"data row4 col31\" >-0.008885</td>\n",
       "      <td id=\"T_234ea_row4_col32\" class=\"data row4 col32\" >-0.148339</td>\n",
       "      <td id=\"T_234ea_row4_col33\" class=\"data row4 col33\" >-0.109110</td>\n",
       "      <td id=\"T_234ea_row4_col34\" class=\"data row4 col34\" >-0.186701</td>\n",
       "      <td id=\"T_234ea_row4_col35\" class=\"data row4 col35\" >-0.048991</td>\n",
       "      <td id=\"T_234ea_row4_col36\" class=\"data row4 col36\" >-0.025098</td>\n",
       "      <td id=\"T_234ea_row4_col37\" class=\"data row4 col37\" >-0.169351</td>\n",
       "      <td id=\"T_234ea_row4_col38\" class=\"data row4 col38\" >-0.055486</td>\n",
       "      <td id=\"T_234ea_row4_col39\" class=\"data row4 col39\" >-0.046083</td>\n",
       "      <td id=\"T_234ea_row4_col40\" class=\"data row4 col40\" >-0.058265</td>\n",
       "      <td id=\"T_234ea_row4_col41\" class=\"data row4 col41\" >-0.026810</td>\n",
       "      <td id=\"T_234ea_row4_col42\" class=\"data row4 col42\" >-0.046246</td>\n",
       "      <td id=\"T_234ea_row4_col43\" class=\"data row4 col43\" >-0.014240</td>\n",
       "      <td id=\"T_234ea_row4_col44\" class=\"data row4 col44\" >-0.009082</td>\n",
       "      <td id=\"T_234ea_row4_col45\" class=\"data row4 col45\" >-0.144413</td>\n",
       "      <td id=\"T_234ea_row4_col46\" class=\"data row4 col46\" >-0.016141</td>\n",
       "      <td id=\"T_234ea_row4_col47\" class=\"data row4 col47\" >0.394293</td>\n",
       "      <td id=\"T_234ea_row4_col48\" class=\"data row4 col48\" >-0.087707</td>\n",
       "      <td id=\"T_234ea_row4_col49\" class=\"data row4 col49\" >-0.022504</td>\n",
       "      <td id=\"T_234ea_row4_col50\" class=\"data row4 col50\" >-0.021201</td>\n",
       "      <td id=\"T_234ea_row4_col51\" class=\"data row4 col51\" >-0.032431</td>\n",
       "      <td id=\"T_234ea_row4_col52\" class=\"data row4 col52\" >-0.006886</td>\n",
       "      <td id=\"T_234ea_row4_col53\" class=\"data row4 col53\" >0.064872</td>\n",
       "      <td id=\"T_234ea_row4_col54\" class=\"data row4 col54\" >0.385669</td>\n",
       "      <td id=\"T_234ea_row4_col55\" class=\"data row4 col55\" >-0.024365</td>\n",
       "      <td id=\"T_234ea_row4_col56\" class=\"data row4 col56\" >-0.150008</td>\n",
       "      <td id=\"T_234ea_row4_col57\" class=\"data row4 col57\" >-0.026204</td>\n",
       "      <td id=\"T_234ea_row4_col58\" class=\"data row4 col58\" >-0.156509</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row5\" class=\"row_heading level0 row5\" >aerob</th>\n",
       "      <td id=\"T_234ea_row5_col0\" class=\"data row5 col0\" >0.002487</td>\n",
       "      <td id=\"T_234ea_row5_col1\" class=\"data row5 col1\" >-0.003787</td>\n",
       "      <td id=\"T_234ea_row5_col2\" class=\"data row5 col2\" >-0.009621</td>\n",
       "      <td id=\"T_234ea_row5_col3\" class=\"data row5 col3\" >-0.016291</td>\n",
       "      <td id=\"T_234ea_row5_col4\" class=\"data row5 col4\" >-0.033245</td>\n",
       "      <td id=\"T_234ea_row5_col5\" class=\"data row5 col5\" >1.000000</td>\n",
       "      <td id=\"T_234ea_row5_col6\" class=\"data row5 col6\" >-0.007925</td>\n",
       "      <td id=\"T_234ea_row5_col7\" class=\"data row5 col7\" >-0.002206</td>\n",
       "      <td id=\"T_234ea_row5_col8\" class=\"data row5 col8\" >-0.001910</td>\n",
       "      <td id=\"T_234ea_row5_col9\" class=\"data row5 col9\" >-0.000697</td>\n",
       "      <td id=\"T_234ea_row5_col10\" class=\"data row5 col10\" >-0.005959</td>\n",
       "      <td id=\"T_234ea_row5_col11\" class=\"data row5 col11\" >-0.004249</td>\n",
       "      <td id=\"T_234ea_row5_col12\" class=\"data row5 col12\" >-0.006901</td>\n",
       "      <td id=\"T_234ea_row5_col13\" class=\"data row5 col13\" >-0.008112</td>\n",
       "      <td id=\"T_234ea_row5_col14\" class=\"data row5 col14\" >-0.013050</td>\n",
       "      <td id=\"T_234ea_row5_col15\" class=\"data row5 col15\" >-0.011307</td>\n",
       "      <td id=\"T_234ea_row5_col16\" class=\"data row5 col16\" >-0.006041</td>\n",
       "      <td id=\"T_234ea_row5_col17\" class=\"data row5 col17\" >-0.004446</td>\n",
       "      <td id=\"T_234ea_row5_col18\" class=\"data row5 col18\" >-0.009509</td>\n",
       "      <td id=\"T_234ea_row5_col19\" class=\"data row5 col19\" >-0.002611</td>\n",
       "      <td id=\"T_234ea_row5_col20\" class=\"data row5 col20\" >-0.007079</td>\n",
       "      <td id=\"T_234ea_row5_col21\" class=\"data row5 col21\" >-0.008445</td>\n",
       "      <td id=\"T_234ea_row5_col22\" class=\"data row5 col22\" >-0.007734</td>\n",
       "      <td id=\"T_234ea_row5_col23\" class=\"data row5 col23\" >-0.002467</td>\n",
       "      <td id=\"T_234ea_row5_col24\" class=\"data row5 col24\" >-0.004474</td>\n",
       "      <td id=\"T_234ea_row5_col25\" class=\"data row5 col25\" >-0.008837</td>\n",
       "      <td id=\"T_234ea_row5_col26\" class=\"data row5 col26\" >-0.002747</td>\n",
       "      <td id=\"T_234ea_row5_col27\" class=\"data row5 col27\" >-0.022863</td>\n",
       "      <td id=\"T_234ea_row5_col28\" class=\"data row5 col28\" >-0.002417</td>\n",
       "      <td id=\"T_234ea_row5_col29\" class=\"data row5 col29\" >-0.011364</td>\n",
       "      <td id=\"T_234ea_row5_col30\" class=\"data row5 col30\" >-0.020569</td>\n",
       "      <td id=\"T_234ea_row5_col31\" class=\"data row5 col31\" >-0.002260</td>\n",
       "      <td id=\"T_234ea_row5_col32\" class=\"data row5 col32\" >-0.012406</td>\n",
       "      <td id=\"T_234ea_row5_col33\" class=\"data row5 col33\" >-0.008851</td>\n",
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       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row6\" class=\"row_heading level0 row6\" >aquaf</th>\n",
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       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row7\" class=\"row_heading level0 row7\" >backp</th>\n",
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       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row8\" class=\"row_heading level0 row8\" >badm</th>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row9\" class=\"row_heading level0 row9\" >baskb</th>\n",
       "      <td id=\"T_234ea_row9_col0\" class=\"data row9 col0\" >0.006872</td>\n",
       "      <td id=\"T_234ea_row9_col1\" class=\"data row9 col1\" >-0.003535</td>\n",
       "      <td id=\"T_234ea_row9_col2\" class=\"data row9 col2\" >0.004765</td>\n",
       "      <td id=\"T_234ea_row9_col3\" class=\"data row9 col3\" >-0.003236</td>\n",
       "      <td id=\"T_234ea_row9_col4\" class=\"data row9 col4\" >-0.007230</td>\n",
       "      <td id=\"T_234ea_row9_col5\" class=\"data row9 col5\" >-0.000697</td>\n",
       "      <td id=\"T_234ea_row9_col6\" class=\"data row9 col6\" >-0.001185</td>\n",
       "      <td id=\"T_234ea_row9_col7\" class=\"data row9 col7\" >-0.000330</td>\n",
       "      <td id=\"T_234ea_row9_col8\" class=\"data row9 col8\" >-0.000286</td>\n",
       "      <td id=\"T_234ea_row9_col9\" class=\"data row9 col9\" >1.000000</td>\n",
       "      <td id=\"T_234ea_row9_col10\" class=\"data row9 col10\" >-0.000891</td>\n",
       "      <td id=\"T_234ea_row9_col11\" class=\"data row9 col11\" >-0.000636</td>\n",
       "      <td id=\"T_234ea_row9_col12\" class=\"data row9 col12\" >-0.001032</td>\n",
       "      <td id=\"T_234ea_row9_col13\" class=\"data row9 col13\" >-0.001213</td>\n",
       "      <td id=\"T_234ea_row9_col14\" class=\"data row9 col14\" >-0.001952</td>\n",
       "      <td id=\"T_234ea_row9_col15\" class=\"data row9 col15\" >-0.001691</td>\n",
       "      <td id=\"T_234ea_row9_col16\" class=\"data row9 col16\" >-0.000904</td>\n",
       "      <td id=\"T_234ea_row9_col17\" class=\"data row9 col17\" >-0.000665</td>\n",
       "      <td id=\"T_234ea_row9_col18\" class=\"data row9 col18\" >-0.001422</td>\n",
       "      <td id=\"T_234ea_row9_col19\" class=\"data row9 col19\" >-0.000390</td>\n",
       "      <td id=\"T_234ea_row9_col20\" class=\"data row9 col20\" >-0.001059</td>\n",
       "      <td id=\"T_234ea_row9_col21\" class=\"data row9 col21\" >-0.001263</td>\n",
       "      <td id=\"T_234ea_row9_col22\" class=\"data row9 col22\" >-0.001157</td>\n",
       "      <td id=\"T_234ea_row9_col23\" class=\"data row9 col23\" >-0.000369</td>\n",
       "      <td id=\"T_234ea_row9_col24\" class=\"data row9 col24\" >-0.000669</td>\n",
       "      <td id=\"T_234ea_row9_col25\" class=\"data row9 col25\" >-0.001322</td>\n",
       "      <td id=\"T_234ea_row9_col26\" class=\"data row9 col26\" >-0.000411</td>\n",
       "      <td id=\"T_234ea_row9_col27\" class=\"data row9 col27\" >-0.003420</td>\n",
       "      <td id=\"T_234ea_row9_col28\" class=\"data row9 col28\" >-0.000361</td>\n",
       "      <td id=\"T_234ea_row9_col29\" class=\"data row9 col29\" >-0.001700</td>\n",
       "      <td id=\"T_234ea_row9_col30\" class=\"data row9 col30\" >-0.003076</td>\n",
       "      <td id=\"T_234ea_row9_col31\" class=\"data row9 col31\" >-0.000338</td>\n",
       "      <td id=\"T_234ea_row9_col32\" class=\"data row9 col32\" >-0.001855</td>\n",
       "      <td id=\"T_234ea_row9_col33\" class=\"data row9 col33\" >-0.001324</td>\n",
       "      <td id=\"T_234ea_row9_col34\" class=\"data row9 col34\" >-0.002225</td>\n",
       "      <td id=\"T_234ea_row9_col35\" class=\"data row9 col35\" >-0.000614</td>\n",
       "      <td id=\"T_234ea_row9_col36\" class=\"data row9 col36\" >-0.000286</td>\n",
       "      <td id=\"T_234ea_row9_col37\" class=\"data row9 col37\" >-0.002091</td>\n",
       "      <td id=\"T_234ea_row9_col38\" class=\"data row9 col38\" >-0.000673</td>\n",
       "      <td id=\"T_234ea_row9_col39\" class=\"data row9 col39\" >-0.000522</td>\n",
       "      <td id=\"T_234ea_row9_col40\" class=\"data row9 col40\" >-0.000681</td>\n",
       "      <td id=\"T_234ea_row9_col41\" class=\"data row9 col41\" >-0.000295</td>\n",
       "      <td id=\"T_234ea_row9_col42\" class=\"data row9 col42\" >-0.000548</td>\n",
       "      <td id=\"T_234ea_row9_col43\" class=\"data row9 col43\" >-0.000165</td>\n",
       "      <td id=\"T_234ea_row9_col44\" class=\"data row9 col44\" >-0.000165</td>\n",
       "      <td id=\"T_234ea_row9_col45\" class=\"data row9 col45\" >-0.001943</td>\n",
       "      <td id=\"T_234ea_row9_col46\" class=\"data row9 col46\" >-0.000304</td>\n",
       "      <td id=\"T_234ea_row9_col47\" class=\"data row9 col47\" >-0.003374</td>\n",
       "      <td id=\"T_234ea_row9_col48\" class=\"data row9 col48\" >-0.001795</td>\n",
       "      <td id=\"T_234ea_row9_col49\" class=\"data row9 col49\" >-0.000330</td>\n",
       "      <td id=\"T_234ea_row9_col50\" class=\"data row9 col50\" >-0.000478</td>\n",
       "      <td id=\"T_234ea_row9_col51\" class=\"data row9 col51\" >-0.000443</td>\n",
       "      <td id=\"T_234ea_row9_col52\" class=\"data row9 col52\" >-0.000104</td>\n",
       "      <td id=\"T_234ea_row9_col53\" class=\"data row9 col53\" >-0.002287</td>\n",
       "      <td id=\"T_234ea_row9_col54\" class=\"data row9 col54\" >-0.003457</td>\n",
       "      <td id=\"T_234ea_row9_col55\" class=\"data row9 col55\" >-0.000266</td>\n",
       "      <td id=\"T_234ea_row9_col56\" class=\"data row9 col56\" >-0.002539</td>\n",
       "      <td id=\"T_234ea_row9_col57\" class=\"data row9 col57\" >-0.001216</td>\n",
       "      <td id=\"T_234ea_row9_col58\" class=\"data row9 col58\" >-0.001733</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row10\" class=\"row_heading level0 row10\" >bath</th>\n",
       "      <td id=\"T_234ea_row10_col0\" class=\"data row10 col0\" >-0.007287</td>\n",
       "      <td id=\"T_234ea_row10_col1\" class=\"data row10 col1\" >-0.004906</td>\n",
       "      <td id=\"T_234ea_row10_col2\" class=\"data row10 col2\" >-0.014403</td>\n",
       "      <td id=\"T_234ea_row10_col3\" class=\"data row10 col3\" >-0.029391</td>\n",
       "      <td id=\"T_234ea_row10_col4\" class=\"data row10 col4\" >-0.035018</td>\n",
       "      <td id=\"T_234ea_row10_col5\" class=\"data row10 col5\" >-0.005959</td>\n",
       "      <td id=\"T_234ea_row10_col6\" class=\"data row10 col6\" >-0.010131</td>\n",
       "      <td id=\"T_234ea_row10_col7\" class=\"data row10 col7\" >-0.002820</td>\n",
       "      <td id=\"T_234ea_row10_col8\" class=\"data row10 col8\" >-0.002442</td>\n",
       "      <td id=\"T_234ea_row10_col9\" class=\"data row10 col9\" >-0.000891</td>\n",
       "      <td id=\"T_234ea_row10_col10\" class=\"data row10 col10\" >1.000000</td>\n",
       "      <td id=\"T_234ea_row10_col11\" class=\"data row10 col11\" >-0.005431</td>\n",
       "      <td id=\"T_234ea_row10_col12\" class=\"data row10 col12\" >-0.008822</td>\n",
       "      <td id=\"T_234ea_row10_col13\" class=\"data row10 col13\" >-0.010370</td>\n",
       "      <td id=\"T_234ea_row10_col14\" class=\"data row10 col14\" >-0.016681</td>\n",
       "      <td id=\"T_234ea_row10_col15\" class=\"data row10 col15\" >-0.014453</td>\n",
       "      <td id=\"T_234ea_row10_col16\" class=\"data row10 col16\" >-0.007722</td>\n",
       "      <td id=\"T_234ea_row10_col17\" class=\"data row10 col17\" >-0.005684</td>\n",
       "      <td id=\"T_234ea_row10_col18\" class=\"data row10 col18\" >-0.012156</td>\n",
       "      <td id=\"T_234ea_row10_col19\" class=\"data row10 col19\" >-0.003337</td>\n",
       "      <td id=\"T_234ea_row10_col20\" class=\"data row10 col20\" >-0.009049</td>\n",
       "      <td id=\"T_234ea_row10_col21\" class=\"data row10 col21\" >-0.010795</td>\n",
       "      <td id=\"T_234ea_row10_col22\" class=\"data row10 col22\" >-0.009886</td>\n",
       "      <td id=\"T_234ea_row10_col23\" class=\"data row10 col23\" >-0.003153</td>\n",
       "      <td id=\"T_234ea_row10_col24\" class=\"data row10 col24\" >-0.005719</td>\n",
       "      <td id=\"T_234ea_row10_col25\" class=\"data row10 col25\" >-0.011296</td>\n",
       "      <td id=\"T_234ea_row10_col26\" class=\"data row10 col26\" >-0.003511</td>\n",
       "      <td id=\"T_234ea_row10_col27\" class=\"data row10 col27\" >-0.029226</td>\n",
       "      <td id=\"T_234ea_row10_col28\" class=\"data row10 col28\" >-0.003089</td>\n",
       "      <td id=\"T_234ea_row10_col29\" class=\"data row10 col29\" >-0.014526</td>\n",
       "      <td id=\"T_234ea_row10_col30\" class=\"data row10 col30\" >-0.026293</td>\n",
       "      <td id=\"T_234ea_row10_col31\" class=\"data row10 col31\" >-0.002889</td>\n",
       "      <td id=\"T_234ea_row10_col32\" class=\"data row10 col32\" >-0.015858</td>\n",
       "      <td id=\"T_234ea_row10_col33\" class=\"data row10 col33\" >-0.011314</td>\n",
       "      <td id=\"T_234ea_row10_col34\" class=\"data row10 col34\" >-0.019012</td>\n",
       "      <td id=\"T_234ea_row10_col35\" class=\"data row10 col35\" >-0.005244</td>\n",
       "      <td id=\"T_234ea_row10_col36\" class=\"data row10 col36\" >-0.002442</td>\n",
       "      <td id=\"T_234ea_row10_col37\" class=\"data row10 col37\" >-0.017873</td>\n",
       "      <td id=\"T_234ea_row10_col38\" class=\"data row10 col38\" >-0.005754</td>\n",
       "      <td id=\"T_234ea_row10_col39\" class=\"data row10 col39\" >-0.004462</td>\n",
       "      <td id=\"T_234ea_row10_col40\" class=\"data row10 col40\" >-0.005823</td>\n",
       "      <td id=\"T_234ea_row10_col41\" class=\"data row10 col41\" >-0.002522</td>\n",
       "      <td id=\"T_234ea_row10_col42\" class=\"data row10 col42\" >-0.004680</td>\n",
       "      <td id=\"T_234ea_row10_col43\" class=\"data row10 col43\" >-0.001409</td>\n",
       "      <td id=\"T_234ea_row10_col44\" class=\"data row10 col44\" >-0.001409</td>\n",
       "      <td id=\"T_234ea_row10_col45\" class=\"data row10 col45\" >-0.016604</td>\n",
       "      <td id=\"T_234ea_row10_col46\" class=\"data row10 col46\" >-0.002599</td>\n",
       "      <td id=\"T_234ea_row10_col47\" class=\"data row10 col47\" >-0.028838</td>\n",
       "      <td id=\"T_234ea_row10_col48\" class=\"data row10 col48\" >-0.015343</td>\n",
       "      <td id=\"T_234ea_row10_col49\" class=\"data row10 col49\" >-0.002820</td>\n",
       "      <td id=\"T_234ea_row10_col50\" class=\"data row10 col50\" >-0.004088</td>\n",
       "      <td id=\"T_234ea_row10_col51\" class=\"data row10 col51\" >-0.003785</td>\n",
       "      <td id=\"T_234ea_row10_col52\" class=\"data row10 col52\" >-0.000891</td>\n",
       "      <td id=\"T_234ea_row10_col53\" class=\"data row10 col53\" >-0.019545</td>\n",
       "      <td id=\"T_234ea_row10_col54\" class=\"data row10 col54\" >-0.029544</td>\n",
       "      <td id=\"T_234ea_row10_col55\" class=\"data row10 col55\" >-0.002273</td>\n",
       "      <td id=\"T_234ea_row10_col56\" class=\"data row10 col56\" >-0.021703</td>\n",
       "      <td id=\"T_234ea_row10_col57\" class=\"data row10 col57\" >-0.010389</td>\n",
       "      <td id=\"T_234ea_row10_col58\" class=\"data row10 col58\" >-0.014812</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row11\" class=\"row_heading level0 row11\" >bowl</th>\n",
       "      <td id=\"T_234ea_row11_col0\" class=\"data row11 col0\" >0.003361</td>\n",
       "      <td id=\"T_234ea_row11_col1\" class=\"data row11 col1\" >0.002937</td>\n",
       "      <td id=\"T_234ea_row11_col2\" class=\"data row11 col2\" >0.010480</td>\n",
       "      <td id=\"T_234ea_row11_col3\" class=\"data row11 col3\" >-0.019356</td>\n",
       "      <td id=\"T_234ea_row11_col4\" class=\"data row11 col4\" >-0.052773</td>\n",
       "      <td id=\"T_234ea_row11_col5\" class=\"data row11 col5\" >-0.004249</td>\n",
       "      <td id=\"T_234ea_row11_col6\" class=\"data row11 col6\" >-0.007224</td>\n",
       "      <td id=\"T_234ea_row11_col7\" class=\"data row11 col7\" >-0.002011</td>\n",
       "      <td id=\"T_234ea_row11_col8\" class=\"data row11 col8\" >-0.001741</td>\n",
       "      <td id=\"T_234ea_row11_col9\" class=\"data row11 col9\" >-0.000636</td>\n",
       "      <td id=\"T_234ea_row11_col10\" class=\"data row11 col10\" >-0.005431</td>\n",
       "      <td id=\"T_234ea_row11_col11\" class=\"data row11 col11\" >1.000000</td>\n",
       "      <td id=\"T_234ea_row11_col12\" class=\"data row11 col12\" >-0.006291</td>\n",
       "      <td id=\"T_234ea_row11_col13\" class=\"data row11 col13\" >-0.007394</td>\n",
       "      <td id=\"T_234ea_row11_col14\" class=\"data row11 col14\" >-0.011895</td>\n",
       "      <td id=\"T_234ea_row11_col15\" class=\"data row11 col15\" >-0.010306</td>\n",
       "      <td id=\"T_234ea_row11_col16\" class=\"data row11 col16\" >-0.005506</td>\n",
       "      <td id=\"T_234ea_row11_col17\" class=\"data row11 col17\" >-0.004053</td>\n",
       "      <td id=\"T_234ea_row11_col18\" class=\"data row11 col18\" >-0.008668</td>\n",
       "      <td id=\"T_234ea_row11_col19\" class=\"data row11 col19\" >-0.002379</td>\n",
       "      <td id=\"T_234ea_row11_col20\" class=\"data row11 col20\" >-0.006452</td>\n",
       "      <td id=\"T_234ea_row11_col21\" class=\"data row11 col21\" >-0.007697</td>\n",
       "      <td id=\"T_234ea_row11_col22\" class=\"data row11 col22\" >-0.007049</td>\n",
       "      <td id=\"T_234ea_row11_col23\" class=\"data row11 col23\" >-0.002248</td>\n",
       "      <td id=\"T_234ea_row11_col24\" class=\"data row11 col24\" >-0.004078</td>\n",
       "      <td id=\"T_234ea_row11_col25\" class=\"data row11 col25\" >-0.008054</td>\n",
       "      <td id=\"T_234ea_row11_col26\" class=\"data row11 col26\" >-0.002504</td>\n",
       "      <td id=\"T_234ea_row11_col27\" class=\"data row11 col27\" >-0.020840</td>\n",
       "      <td id=\"T_234ea_row11_col28\" class=\"data row11 col28\" >-0.002203</td>\n",
       "      <td id=\"T_234ea_row11_col29\" class=\"data row11 col29\" >-0.010358</td>\n",
       "      <td id=\"T_234ea_row11_col30\" class=\"data row11 col30\" >-0.018748</td>\n",
       "      <td id=\"T_234ea_row11_col31\" class=\"data row11 col31\" >-0.002060</td>\n",
       "      <td id=\"T_234ea_row11_col32\" class=\"data row11 col32\" >-0.011308</td>\n",
       "      <td id=\"T_234ea_row11_col33\" class=\"data row11 col33\" >-0.008067</td>\n",
       "      <td id=\"T_234ea_row11_col34\" class=\"data row11 col34\" >-0.013557</td>\n",
       "      <td id=\"T_234ea_row11_col35\" class=\"data row11 col35\" >-0.003739</td>\n",
       "      <td id=\"T_234ea_row11_col36\" class=\"data row11 col36\" >-0.001741</td>\n",
       "      <td id=\"T_234ea_row11_col37\" class=\"data row11 col37\" >-0.012744</td>\n",
       "      <td id=\"T_234ea_row11_col38\" class=\"data row11 col38\" >-0.004103</td>\n",
       "      <td id=\"T_234ea_row11_col39\" class=\"data row11 col39\" >-0.003182</td>\n",
       "      <td id=\"T_234ea_row11_col40\" class=\"data row11 col40\" >-0.004152</td>\n",
       "      <td id=\"T_234ea_row11_col41\" class=\"data row11 col41\" >-0.001798</td>\n",
       "      <td id=\"T_234ea_row11_col42\" class=\"data row11 col42\" >-0.003337</td>\n",
       "      <td id=\"T_234ea_row11_col43\" class=\"data row11 col43\" >-0.001005</td>\n",
       "      <td id=\"T_234ea_row11_col44\" class=\"data row11 col44\" >-0.001005</td>\n",
       "      <td id=\"T_234ea_row11_col45\" class=\"data row11 col45\" >-0.011840</td>\n",
       "      <td id=\"T_234ea_row11_col46\" class=\"data row11 col46\" >-0.001854</td>\n",
       "      <td id=\"T_234ea_row11_col47\" class=\"data row11 col47\" >-0.020563</td>\n",
       "      <td id=\"T_234ea_row11_col48\" class=\"data row11 col48\" >-0.010940</td>\n",
       "      <td id=\"T_234ea_row11_col49\" class=\"data row11 col49\" >-0.002011</td>\n",
       "      <td id=\"T_234ea_row11_col50\" class=\"data row11 col50\" >-0.002915</td>\n",
       "      <td id=\"T_234ea_row11_col51\" class=\"data row11 col51\" >-0.002699</td>\n",
       "      <td id=\"T_234ea_row11_col52\" class=\"data row11 col52\" >-0.000636</td>\n",
       "      <td id=\"T_234ea_row11_col53\" class=\"data row11 col53\" >-0.013937</td>\n",
       "      <td id=\"T_234ea_row11_col54\" class=\"data row11 col54\" >-0.021067</td>\n",
       "      <td id=\"T_234ea_row11_col55\" class=\"data row11 col55\" >-0.001621</td>\n",
       "      <td id=\"T_234ea_row11_col56\" class=\"data row11 col56\" >-0.015475</td>\n",
       "      <td id=\"T_234ea_row11_col57\" class=\"data row11 col57\" >-0.007408</td>\n",
       "      <td id=\"T_234ea_row11_col58\" class=\"data row11 col58\" >-0.010562</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row12\" class=\"row_heading level0 row12\" >canrow</th>\n",
       "      <td id=\"T_234ea_row12_col0\" class=\"data row12 col0\" >-0.016133</td>\n",
       "      <td id=\"T_234ea_row12_col1\" class=\"data row12 col1\" >-0.009715</td>\n",
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       "      <td id=\"T_234ea_row12_col3\" class=\"data row12 col3\" >-0.038752</td>\n",
       "      <td id=\"T_234ea_row12_col4\" class=\"data row12 col4\" >-0.084359</td>\n",
       "      <td id=\"T_234ea_row12_col5\" class=\"data row12 col5\" >-0.006901</td>\n",
       "      <td id=\"T_234ea_row12_col6\" class=\"data row12 col6\" >-0.011733</td>\n",
       "      <td id=\"T_234ea_row12_col7\" class=\"data row12 col7\" >-0.003266</td>\n",
       "      <td id=\"T_234ea_row12_col8\" class=\"data row12 col8\" >-0.002828</td>\n",
       "      <td id=\"T_234ea_row12_col9\" class=\"data row12 col9\" >-0.001032</td>\n",
       "      <td id=\"T_234ea_row12_col10\" class=\"data row12 col10\" >-0.008822</td>\n",
       "      <td id=\"T_234ea_row12_col11\" class=\"data row12 col11\" >-0.006291</td>\n",
       "      <td id=\"T_234ea_row12_col12\" class=\"data row12 col12\" >1.000000</td>\n",
       "      <td id=\"T_234ea_row12_col13\" class=\"data row12 col13\" >-0.012010</td>\n",
       "      <td id=\"T_234ea_row12_col14\" class=\"data row12 col14\" >-0.019320</td>\n",
       "      <td id=\"T_234ea_row12_col15\" class=\"data row12 col15\" >-0.016740</td>\n",
       "      <td id=\"T_234ea_row12_col16\" class=\"data row12 col16\" >-0.008944</td>\n",
       "      <td id=\"T_234ea_row12_col17\" class=\"data row12 col17\" >-0.006583</td>\n",
       "      <td id=\"T_234ea_row12_col18\" class=\"data row12 col18\" >-0.014078</td>\n",
       "      <td id=\"T_234ea_row12_col19\" class=\"data row12 col19\" >-0.003865</td>\n",
       "      <td id=\"T_234ea_row12_col20\" class=\"data row12 col20\" >-0.010480</td>\n",
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       "      <td id=\"T_234ea_row12_col22\" class=\"data row12 col22\" >-0.011450</td>\n",
       "      <td id=\"T_234ea_row12_col23\" class=\"data row12 col23\" >-0.003652</td>\n",
       "      <td id=\"T_234ea_row12_col24\" class=\"data row12 col24\" >-0.006623</td>\n",
       "      <td id=\"T_234ea_row12_col25\" class=\"data row12 col25\" >-0.013082</td>\n",
       "      <td id=\"T_234ea_row12_col26\" class=\"data row12 col26\" >-0.004067</td>\n",
       "      <td id=\"T_234ea_row12_col27\" class=\"data row12 col27\" >-0.033849</td>\n",
       "      <td id=\"T_234ea_row12_col28\" class=\"data row12 col28\" >-0.003578</td>\n",
       "      <td id=\"T_234ea_row12_col29\" class=\"data row12 col29\" >-0.016823</td>\n",
       "      <td id=\"T_234ea_row12_col30\" class=\"data row12 col30\" >-0.030452</td>\n",
       "      <td id=\"T_234ea_row12_col31\" class=\"data row12 col31\" >-0.003346</td>\n",
       "      <td id=\"T_234ea_row12_col32\" class=\"data row12 col32\" >-0.018366</td>\n",
       "      <td id=\"T_234ea_row12_col33\" class=\"data row12 col33\" >-0.013103</td>\n",
       "      <td id=\"T_234ea_row12_col34\" class=\"data row12 col34\" >-0.022020</td>\n",
       "      <td id=\"T_234ea_row12_col35\" class=\"data row12 col35\" >-0.006074</td>\n",
       "      <td id=\"T_234ea_row12_col36\" class=\"data row12 col36\" >-0.002828</td>\n",
       "      <td id=\"T_234ea_row12_col37\" class=\"data row12 col37\" >-0.020700</td>\n",
       "      <td id=\"T_234ea_row12_col38\" class=\"data row12 col38\" >-0.006664</td>\n",
       "      <td id=\"T_234ea_row12_col39\" class=\"data row12 col39\" >-0.005168</td>\n",
       "      <td id=\"T_234ea_row12_col40\" class=\"data row12 col40\" >-0.006744</td>\n",
       "      <td id=\"T_234ea_row12_col41\" class=\"data row12 col41\" >-0.002921</td>\n",
       "      <td id=\"T_234ea_row12_col42\" class=\"data row12 col42\" >-0.005421</td>\n",
       "      <td id=\"T_234ea_row12_col43\" class=\"data row12 col43\" >-0.001632</td>\n",
       "      <td id=\"T_234ea_row12_col44\" class=\"data row12 col44\" >-0.001632</td>\n",
       "      <td id=\"T_234ea_row12_col45\" class=\"data row12 col45\" >-0.019231</td>\n",
       "      <td id=\"T_234ea_row12_col46\" class=\"data row12 col46\" >-0.003011</td>\n",
       "      <td id=\"T_234ea_row12_col47\" class=\"data row12 col47\" >-0.033399</td>\n",
       "      <td id=\"T_234ea_row12_col48\" class=\"data row12 col48\" >-0.017770</td>\n",
       "      <td id=\"T_234ea_row12_col49\" class=\"data row12 col49\" >-0.003266</td>\n",
       "      <td id=\"T_234ea_row12_col50\" class=\"data row12 col50\" >-0.004735</td>\n",
       "      <td id=\"T_234ea_row12_col51\" class=\"data row12 col51\" >-0.004383</td>\n",
       "      <td id=\"T_234ea_row12_col52\" class=\"data row12 col52\" >-0.001032</td>\n",
       "      <td id=\"T_234ea_row12_col53\" class=\"data row12 col53\" >-0.022637</td>\n",
       "      <td id=\"T_234ea_row12_col54\" class=\"data row12 col54\" >-0.034218</td>\n",
       "      <td id=\"T_234ea_row12_col55\" class=\"data row12 col55\" >-0.002632</td>\n",
       "      <td id=\"T_234ea_row12_col56\" class=\"data row12 col56\" >-0.025136</td>\n",
       "      <td id=\"T_234ea_row12_col57\" class=\"data row12 col57\" >-0.012033</td>\n",
       "      <td id=\"T_234ea_row12_col58\" class=\"data row12 col58\" >-0.017155</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row13\" class=\"row_heading level0 row13\" >carp</th>\n",
       "      <td id=\"T_234ea_row13_col0\" class=\"data row13 col0\" >0.006474</td>\n",
       "      <td id=\"T_234ea_row13_col1\" class=\"data row13 col1\" >-0.000832</td>\n",
       "      <td id=\"T_234ea_row13_col2\" class=\"data row13 col2\" >-0.011832</td>\n",
       "      <td id=\"T_234ea_row13_col3\" class=\"data row13 col3\" >0.028650</td>\n",
       "      <td id=\"T_234ea_row13_col4\" class=\"data row13 col4\" >-0.075557</td>\n",
       "      <td id=\"T_234ea_row13_col5\" class=\"data row13 col5\" >-0.008112</td>\n",
       "      <td id=\"T_234ea_row13_col6\" class=\"data row13 col6\" >-0.013791</td>\n",
       "      <td id=\"T_234ea_row13_col7\" class=\"data row13 col7\" >-0.003839</td>\n",
       "      <td id=\"T_234ea_row13_col8\" class=\"data row13 col8\" >-0.003324</td>\n",
       "      <td id=\"T_234ea_row13_col9\" class=\"data row13 col9\" >-0.001213</td>\n",
       "      <td id=\"T_234ea_row13_col10\" class=\"data row13 col10\" >-0.010370</td>\n",
       "      <td id=\"T_234ea_row13_col11\" class=\"data row13 col11\" >-0.007394</td>\n",
       "      <td id=\"T_234ea_row13_col12\" class=\"data row13 col12\" >-0.012010</td>\n",
       "      <td id=\"T_234ea_row13_col13\" class=\"data row13 col13\" >1.000000</td>\n",
       "      <td id=\"T_234ea_row13_col14\" class=\"data row13 col14\" >-0.022709</td>\n",
       "      <td id=\"T_234ea_row13_col15\" class=\"data row13 col15\" >-0.019676</td>\n",
       "      <td id=\"T_234ea_row13_col16\" class=\"data row13 col16\" >-0.010513</td>\n",
       "      <td id=\"T_234ea_row13_col17\" class=\"data row13 col17\" >-0.007737</td>\n",
       "      <td id=\"T_234ea_row13_col18\" class=\"data row13 col18\" >-0.016548</td>\n",
       "      <td id=\"T_234ea_row13_col19\" class=\"data row13 col19\" >-0.004543</td>\n",
       "      <td id=\"T_234ea_row13_col20\" class=\"data row13 col20\" >-0.012319</td>\n",
       "      <td id=\"T_234ea_row13_col21\" class=\"data row13 col21\" >-0.014695</td>\n",
       "      <td id=\"T_234ea_row13_col22\" class=\"data row13 col22\" >-0.013459</td>\n",
       "      <td id=\"T_234ea_row13_col23\" class=\"data row13 col23\" >-0.004292</td>\n",
       "      <td id=\"T_234ea_row13_col24\" class=\"data row13 col24\" >-0.007785</td>\n",
       "      <td id=\"T_234ea_row13_col25\" class=\"data row13 col25\" >-0.015377</td>\n",
       "      <td id=\"T_234ea_row13_col26\" class=\"data row13 col26\" >-0.004780</td>\n",
       "      <td id=\"T_234ea_row13_col27\" class=\"data row13 col27\" >-0.039786</td>\n",
       "      <td id=\"T_234ea_row13_col28\" class=\"data row13 col28\" >-0.004205</td>\n",
       "      <td id=\"T_234ea_row13_col29\" class=\"data row13 col29\" >-0.019775</td>\n",
       "      <td id=\"T_234ea_row13_col30\" class=\"data row13 col30\" >-0.035794</td>\n",
       "      <td id=\"T_234ea_row13_col31\" class=\"data row13 col31\" >-0.003933</td>\n",
       "      <td id=\"T_234ea_row13_col32\" class=\"data row13 col32\" >-0.021588</td>\n",
       "      <td id=\"T_234ea_row13_col33\" class=\"data row13 col33\" >-0.015402</td>\n",
       "      <td id=\"T_234ea_row13_col34\" class=\"data row13 col34\" >-0.025882</td>\n",
       "      <td id=\"T_234ea_row13_col35\" class=\"data row13 col35\" >-0.007139</td>\n",
       "      <td id=\"T_234ea_row13_col36\" class=\"data row13 col36\" >-0.003324</td>\n",
       "      <td id=\"T_234ea_row13_col37\" class=\"data row13 col37\" >-0.024331</td>\n",
       "      <td id=\"T_234ea_row13_col38\" class=\"data row13 col38\" >-0.007833</td>\n",
       "      <td id=\"T_234ea_row13_col39\" class=\"data row13 col39\" >-0.006074</td>\n",
       "      <td id=\"T_234ea_row13_col40\" class=\"data row13 col40\" >-0.007927</td>\n",
       "      <td id=\"T_234ea_row13_col41\" class=\"data row13 col41\" >-0.003433</td>\n",
       "      <td id=\"T_234ea_row13_col42\" class=\"data row13 col42\" >-0.006371</td>\n",
       "      <td id=\"T_234ea_row13_col43\" class=\"data row13 col43\" >-0.001919</td>\n",
       "      <td id=\"T_234ea_row13_col44\" class=\"data row13 col44\" >-0.001919</td>\n",
       "      <td id=\"T_234ea_row13_col45\" class=\"data row13 col45\" >-0.022604</td>\n",
       "      <td id=\"T_234ea_row13_col46\" class=\"data row13 col46\" >-0.003539</td>\n",
       "      <td id=\"T_234ea_row13_col47\" class=\"data row13 col47\" >-0.039258</td>\n",
       "      <td id=\"T_234ea_row13_col48\" class=\"data row13 col48\" >-0.020887</td>\n",
       "      <td id=\"T_234ea_row13_col49\" class=\"data row13 col49\" >-0.003839</td>\n",
       "      <td id=\"T_234ea_row13_col50\" class=\"data row13 col50\" >-0.005566</td>\n",
       "      <td id=\"T_234ea_row13_col51\" class=\"data row13 col51\" >-0.005152</td>\n",
       "      <td id=\"T_234ea_row13_col52\" class=\"data row13 col52\" >-0.001213</td>\n",
       "      <td id=\"T_234ea_row13_col53\" class=\"data row13 col53\" >-0.026607</td>\n",
       "      <td id=\"T_234ea_row13_col54\" class=\"data row13 col54\" >-0.040220</td>\n",
       "      <td id=\"T_234ea_row13_col55\" class=\"data row13 col55\" >-0.003094</td>\n",
       "      <td id=\"T_234ea_row13_col56\" class=\"data row13 col56\" >-0.029545</td>\n",
       "      <td id=\"T_234ea_row13_col57\" class=\"data row13 col57\" >-0.014143</td>\n",
       "      <td id=\"T_234ea_row13_col58\" class=\"data row13 col58\" >-0.020164</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row14\" class=\"row_heading level0 row14\" >cycle</th>\n",
       "      <td id=\"T_234ea_row14_col0\" class=\"data row14 col0\" >-0.035641</td>\n",
       "      <td id=\"T_234ea_row14_col1\" class=\"data row14 col1\" >-0.019529</td>\n",
       "      <td id=\"T_234ea_row14_col2\" class=\"data row14 col2\" >-0.028125</td>\n",
       "      <td id=\"T_234ea_row14_col3\" class=\"data row14 col3\" >-0.044949</td>\n",
       "      <td id=\"T_234ea_row14_col4\" class=\"data row14 col4\" >-0.062793</td>\n",
       "      <td id=\"T_234ea_row14_col5\" class=\"data row14 col5\" >-0.013050</td>\n",
       "      <td id=\"T_234ea_row14_col6\" class=\"data row14 col6\" >-0.022186</td>\n",
       "      <td id=\"T_234ea_row14_col7\" class=\"data row14 col7\" >-0.006175</td>\n",
       "      <td id=\"T_234ea_row14_col8\" class=\"data row14 col8\" >-0.005347</td>\n",
       "      <td id=\"T_234ea_row14_col9\" class=\"data row14 col9\" >-0.001952</td>\n",
       "      <td id=\"T_234ea_row14_col10\" class=\"data row14 col10\" >-0.016681</td>\n",
       "      <td id=\"T_234ea_row14_col11\" class=\"data row14 col11\" >-0.011895</td>\n",
       "      <td id=\"T_234ea_row14_col12\" class=\"data row14 col12\" >-0.019320</td>\n",
       "      <td id=\"T_234ea_row14_col13\" class=\"data row14 col13\" >-0.022709</td>\n",
       "      <td id=\"T_234ea_row14_col14\" class=\"data row14 col14\" >1.000000</td>\n",
       "      <td id=\"T_234ea_row14_col15\" class=\"data row14 col15\" >-0.031652</td>\n",
       "      <td id=\"T_234ea_row14_col16\" class=\"data row14 col16\" >-0.016911</td>\n",
       "      <td id=\"T_234ea_row14_col17\" class=\"data row14 col17\" >-0.012447</td>\n",
       "      <td id=\"T_234ea_row14_col18\" class=\"data row14 col18\" >-0.026620</td>\n",
       "      <td id=\"T_234ea_row14_col19\" class=\"data row14 col19\" >-0.007308</td>\n",
       "      <td id=\"T_234ea_row14_col20\" class=\"data row14 col20\" >-0.019817</td>\n",
       "      <td id=\"T_234ea_row14_col21\" class=\"data row14 col21\" >-0.023640</td>\n",
       "      <td id=\"T_234ea_row14_col22\" class=\"data row14 col22\" >-0.021650</td>\n",
       "      <td id=\"T_234ea_row14_col23\" class=\"data row14 col23\" >-0.006905</td>\n",
       "      <td id=\"T_234ea_row14_col24\" class=\"data row14 col24\" >-0.012524</td>\n",
       "      <td id=\"T_234ea_row14_col25\" class=\"data row14 col25\" >-0.024737</td>\n",
       "      <td id=\"T_234ea_row14_col26\" class=\"data row14 col26\" >-0.007690</td>\n",
       "      <td id=\"T_234ea_row14_col27\" class=\"data row14 col27\" >-0.064003</td>\n",
       "      <td id=\"T_234ea_row14_col28\" class=\"data row14 col28\" >-0.006765</td>\n",
       "      <td id=\"T_234ea_row14_col29\" class=\"data row14 col29\" >-0.031811</td>\n",
       "      <td id=\"T_234ea_row14_col30\" class=\"data row14 col30\" >-0.057580</td>\n",
       "      <td id=\"T_234ea_row14_col31\" class=\"data row14 col31\" >-0.006328</td>\n",
       "      <td id=\"T_234ea_row14_col32\" class=\"data row14 col32\" >-0.034728</td>\n",
       "      <td id=\"T_234ea_row14_col33\" class=\"data row14 col33\" >-0.024777</td>\n",
       "      <td id=\"T_234ea_row14_col34\" class=\"data row14 col34\" >-0.041636</td>\n",
       "      <td id=\"T_234ea_row14_col35\" class=\"data row14 col35\" >-0.011484</td>\n",
       "      <td id=\"T_234ea_row14_col36\" class=\"data row14 col36\" >-0.005347</td>\n",
       "      <td id=\"T_234ea_row14_col37\" class=\"data row14 col37\" >-0.039140</td>\n",
       "      <td id=\"T_234ea_row14_col38\" class=\"data row14 col38\" >-0.012600</td>\n",
       "      <td id=\"T_234ea_row14_col39\" class=\"data row14 col39\" >-0.009771</td>\n",
       "      <td id=\"T_234ea_row14_col40\" class=\"data row14 col40\" >-0.012752</td>\n",
       "      <td id=\"T_234ea_row14_col41\" class=\"data row14 col41\" >-0.005522</td>\n",
       "      <td id=\"T_234ea_row14_col42\" class=\"data row14 col42\" >-0.010249</td>\n",
       "      <td id=\"T_234ea_row14_col43\" class=\"data row14 col43\" >-0.003086</td>\n",
       "      <td id=\"T_234ea_row14_col44\" class=\"data row14 col44\" >-0.003086</td>\n",
       "      <td id=\"T_234ea_row14_col45\" class=\"data row14 col45\" >-0.036362</td>\n",
       "      <td id=\"T_234ea_row14_col46\" class=\"data row14 col46\" >-0.005693</td>\n",
       "      <td id=\"T_234ea_row14_col47\" class=\"data row14 col47\" >-0.063153</td>\n",
       "      <td id=\"T_234ea_row14_col48\" class=\"data row14 col48\" >-0.033600</td>\n",
       "      <td id=\"T_234ea_row14_col49\" class=\"data row14 col49\" >-0.006175</td>\n",
       "      <td id=\"T_234ea_row14_col50\" class=\"data row14 col50\" >-0.008954</td>\n",
       "      <td id=\"T_234ea_row14_col51\" class=\"data row14 col51\" >-0.008288</td>\n",
       "      <td id=\"T_234ea_row14_col52\" class=\"data row14 col52\" >-0.001952</td>\n",
       "      <td id=\"T_234ea_row14_col53\" class=\"data row14 col53\" >-0.042802</td>\n",
       "      <td id=\"T_234ea_row14_col54\" class=\"data row14 col54\" >-0.064700</td>\n",
       "      <td id=\"T_234ea_row14_col55\" class=\"data row14 col55\" >-0.004978</td>\n",
       "      <td id=\"T_234ea_row14_col56\" class=\"data row14 col56\" >-0.047528</td>\n",
       "      <td id=\"T_234ea_row14_col57\" class=\"data row14 col57\" >-0.022752</td>\n",
       "      <td id=\"T_234ea_row14_col58\" class=\"data row14 col58\" >-0.032437</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row15\" class=\"row_heading level0 row15\" >dance</th>\n",
       "      <td id=\"T_234ea_row15_col0\" class=\"data row15 col0\" >0.003843</td>\n",
       "      <td id=\"T_234ea_row15_col1\" class=\"data row15 col1\" >0.006486</td>\n",
       "      <td id=\"T_234ea_row15_col2\" class=\"data row15 col2\" >-0.026232</td>\n",
       "      <td id=\"T_234ea_row15_col3\" class=\"data row15 col3\" >-0.067455</td>\n",
       "      <td id=\"T_234ea_row15_col4\" class=\"data row15 col4\" >-0.140783</td>\n",
       "      <td id=\"T_234ea_row15_col5\" class=\"data row15 col5\" >-0.011307</td>\n",
       "      <td id=\"T_234ea_row15_col6\" class=\"data row15 col6\" >-0.019223</td>\n",
       "      <td id=\"T_234ea_row15_col7\" class=\"data row15 col7\" >-0.005350</td>\n",
       "      <td id=\"T_234ea_row15_col8\" class=\"data row15 col8\" >-0.004633</td>\n",
       "      <td id=\"T_234ea_row15_col9\" class=\"data row15 col9\" >-0.001691</td>\n",
       "      <td id=\"T_234ea_row15_col10\" class=\"data row15 col10\" >-0.014453</td>\n",
       "      <td id=\"T_234ea_row15_col11\" class=\"data row15 col11\" >-0.010306</td>\n",
       "      <td id=\"T_234ea_row15_col12\" class=\"data row15 col12\" >-0.016740</td>\n",
       "      <td id=\"T_234ea_row15_col13\" class=\"data row15 col13\" >-0.019676</td>\n",
       "      <td id=\"T_234ea_row15_col14\" class=\"data row15 col14\" >-0.031652</td>\n",
       "      <td id=\"T_234ea_row15_col15\" class=\"data row15 col15\" >1.000000</td>\n",
       "      <td id=\"T_234ea_row15_col16\" class=\"data row15 col16\" >-0.014653</td>\n",
       "      <td id=\"T_234ea_row15_col17\" class=\"data row15 col17\" >-0.010785</td>\n",
       "      <td id=\"T_234ea_row15_col18\" class=\"data row15 col18\" >-0.023065</td>\n",
       "      <td id=\"T_234ea_row15_col19\" class=\"data row15 col19\" >-0.006332</td>\n",
       "      <td id=\"T_234ea_row15_col20\" class=\"data row15 col20\" >-0.017170</td>\n",
       "      <td id=\"T_234ea_row15_col21\" class=\"data row15 col21\" >-0.020483</td>\n",
       "      <td id=\"T_234ea_row15_col22\" class=\"data row15 col22\" >-0.018759</td>\n",
       "      <td id=\"T_234ea_row15_col23\" class=\"data row15 col23\" >-0.005983</td>\n",
       "      <td id=\"T_234ea_row15_col24\" class=\"data row15 col24\" >-0.010851</td>\n",
       "      <td id=\"T_234ea_row15_col25\" class=\"data row15 col25\" >-0.021433</td>\n",
       "      <td id=\"T_234ea_row15_col26\" class=\"data row15 col26\" >-0.006663</td>\n",
       "      <td id=\"T_234ea_row15_col27\" class=\"data row15 col27\" >-0.055456</td>\n",
       "      <td id=\"T_234ea_row15_col28\" class=\"data row15 col28\" >-0.005862</td>\n",
       "      <td id=\"T_234ea_row15_col29\" class=\"data row15 col29\" >-0.027562</td>\n",
       "      <td id=\"T_234ea_row15_col30\" class=\"data row15 col30\" >-0.049891</td>\n",
       "      <td id=\"T_234ea_row15_col31\" class=\"data row15 col31\" >-0.005483</td>\n",
       "      <td id=\"T_234ea_row15_col32\" class=\"data row15 col32\" >-0.030090</td>\n",
       "      <td id=\"T_234ea_row15_col33\" class=\"data row15 col33\" >-0.021468</td>\n",
       "      <td id=\"T_234ea_row15_col34\" class=\"data row15 col34\" >-0.036076</td>\n",
       "      <td id=\"T_234ea_row15_col35\" class=\"data row15 col35\" >-0.009951</td>\n",
       "      <td id=\"T_234ea_row15_col36\" class=\"data row15 col36\" >-0.004633</td>\n",
       "      <td id=\"T_234ea_row15_col37\" class=\"data row15 col37\" >-0.033913</td>\n",
       "      <td id=\"T_234ea_row15_col38\" class=\"data row15 col38\" >-0.010917</td>\n",
       "      <td id=\"T_234ea_row15_col39\" class=\"data row15 col39\" >-0.008466</td>\n",
       "      <td id=\"T_234ea_row15_col40\" class=\"data row15 col40\" >-0.011049</td>\n",
       "      <td id=\"T_234ea_row15_col41\" class=\"data row15 col41\" >-0.004785</td>\n",
       "      <td id=\"T_234ea_row15_col42\" class=\"data row15 col42\" >-0.008881</td>\n",
       "      <td id=\"T_234ea_row15_col43\" class=\"data row15 col43\" >-0.002674</td>\n",
       "      <td id=\"T_234ea_row15_col44\" class=\"data row15 col44\" >-0.002674</td>\n",
       "      <td id=\"T_234ea_row15_col45\" class=\"data row15 col45\" >-0.031506</td>\n",
       "      <td id=\"T_234ea_row15_col46\" class=\"data row15 col46\" >-0.004932</td>\n",
       "      <td id=\"T_234ea_row15_col47\" class=\"data row15 col47\" >-0.054719</td>\n",
       "      <td id=\"T_234ea_row15_col48\" class=\"data row15 col48\" >-0.029113</td>\n",
       "      <td id=\"T_234ea_row15_col49\" class=\"data row15 col49\" >-0.005350</td>\n",
       "      <td id=\"T_234ea_row15_col50\" class=\"data row15 col50\" >-0.007758</td>\n",
       "      <td id=\"T_234ea_row15_col51\" class=\"data row15 col51\" >-0.007181</td>\n",
       "      <td id=\"T_234ea_row15_col52\" class=\"data row15 col52\" >-0.001691</td>\n",
       "      <td id=\"T_234ea_row15_col53\" class=\"data row15 col53\" >-0.037086</td>\n",
       "      <td id=\"T_234ea_row15_col54\" class=\"data row15 col54\" >-0.056060</td>\n",
       "      <td id=\"T_234ea_row15_col55\" class=\"data row15 col55\" >-0.004313</td>\n",
       "      <td id=\"T_234ea_row15_col56\" class=\"data row15 col56\" >-0.041181</td>\n",
       "      <td id=\"T_234ea_row15_col57\" class=\"data row15 col57\" >-0.019713</td>\n",
       "      <td id=\"T_234ea_row15_col58\" class=\"data row15 col58\" >-0.028106</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row16\" class=\"row_heading level0 row16\" >fishb</th>\n",
       "      <td id=\"T_234ea_row16_col0\" class=\"data row16 col0\" >-0.008454</td>\n",
       "      <td id=\"T_234ea_row16_col1\" class=\"data row16 col1\" >-0.009504</td>\n",
       "      <td id=\"T_234ea_row16_col2\" class=\"data row16 col2\" >-0.014412</td>\n",
       "      <td id=\"T_234ea_row16_col3\" class=\"data row16 col3\" >-0.026060</td>\n",
       "      <td id=\"T_234ea_row16_col4\" class=\"data row16 col4\" >-0.076324</td>\n",
       "      <td id=\"T_234ea_row16_col5\" class=\"data row16 col5\" >-0.006041</td>\n",
       "      <td id=\"T_234ea_row16_col6\" class=\"data row16 col6\" >-0.010271</td>\n",
       "      <td id=\"T_234ea_row16_col7\" class=\"data row16 col7\" >-0.002859</td>\n",
       "      <td id=\"T_234ea_row16_col8\" class=\"data row16 col8\" >-0.002475</td>\n",
       "      <td id=\"T_234ea_row16_col9\" class=\"data row16 col9\" >-0.000904</td>\n",
       "      <td id=\"T_234ea_row16_col10\" class=\"data row16 col10\" >-0.007722</td>\n",
       "      <td id=\"T_234ea_row16_col11\" class=\"data row16 col11\" >-0.005506</td>\n",
       "      <td id=\"T_234ea_row16_col12\" class=\"data row16 col12\" >-0.008944</td>\n",
       "      <td id=\"T_234ea_row16_col13\" class=\"data row16 col13\" >-0.010513</td>\n",
       "      <td id=\"T_234ea_row16_col14\" class=\"data row16 col14\" >-0.016911</td>\n",
       "      <td id=\"T_234ea_row16_col15\" class=\"data row16 col15\" >-0.014653</td>\n",
       "      <td id=\"T_234ea_row16_col16\" class=\"data row16 col16\" >1.000000</td>\n",
       "      <td id=\"T_234ea_row16_col17\" class=\"data row16 col17\" >-0.005762</td>\n",
       "      <td id=\"T_234ea_row16_col18\" class=\"data row16 col18\" >-0.012323</td>\n",
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       "      <td id=\"T_234ea_row16_col22\" class=\"data row16 col22\" >-0.010023</td>\n",
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       "      <td id=\"T_234ea_row16_col24\" class=\"data row16 col24\" >-0.005798</td>\n",
       "      <td id=\"T_234ea_row16_col25\" class=\"data row16 col25\" >-0.011452</td>\n",
       "      <td id=\"T_234ea_row16_col26\" class=\"data row16 col26\" >-0.003560</td>\n",
       "      <td id=\"T_234ea_row16_col27\" class=\"data row16 col27\" >-0.029629</td>\n",
       "      <td id=\"T_234ea_row16_col28\" class=\"data row16 col28\" >-0.003132</td>\n",
       "      <td id=\"T_234ea_row16_col29\" class=\"data row16 col29\" >-0.014726</td>\n",
       "      <td id=\"T_234ea_row16_col30\" class=\"data row16 col30\" >-0.026656</td>\n",
       "      <td id=\"T_234ea_row16_col31\" class=\"data row16 col31\" >-0.002929</td>\n",
       "      <td id=\"T_234ea_row16_col32\" class=\"data row16 col32\" >-0.016077</td>\n",
       "      <td id=\"T_234ea_row16_col33\" class=\"data row16 col33\" >-0.011470</td>\n",
       "      <td id=\"T_234ea_row16_col34\" class=\"data row16 col34\" >-0.019275</td>\n",
       "      <td id=\"T_234ea_row16_col35\" class=\"data row16 col35\" >-0.005316</td>\n",
       "      <td id=\"T_234ea_row16_col36\" class=\"data row16 col36\" >-0.002475</td>\n",
       "      <td id=\"T_234ea_row16_col37\" class=\"data row16 col37\" >-0.018119</td>\n",
       "      <td id=\"T_234ea_row16_col38\" class=\"data row16 col38\" >-0.005833</td>\n",
       "      <td id=\"T_234ea_row16_col39\" class=\"data row16 col39\" >-0.004523</td>\n",
       "      <td id=\"T_234ea_row16_col40\" class=\"data row16 col40\" >-0.005903</td>\n",
       "      <td id=\"T_234ea_row16_col41\" class=\"data row16 col41\" >-0.002557</td>\n",
       "      <td id=\"T_234ea_row16_col42\" class=\"data row16 col42\" >-0.004745</td>\n",
       "      <td id=\"T_234ea_row16_col43\" class=\"data row16 col43\" >-0.001429</td>\n",
       "      <td id=\"T_234ea_row16_col44\" class=\"data row16 col44\" >-0.001429</td>\n",
       "      <td id=\"T_234ea_row16_col45\" class=\"data row16 col45\" >-0.016833</td>\n",
       "      <td id=\"T_234ea_row16_col46\" class=\"data row16 col46\" >-0.002635</td>\n",
       "      <td id=\"T_234ea_row16_col47\" class=\"data row16 col47\" >-0.029236</td>\n",
       "      <td id=\"T_234ea_row16_col48\" class=\"data row16 col48\" >-0.015555</td>\n",
       "      <td id=\"T_234ea_row16_col49\" class=\"data row16 col49\" >-0.002859</td>\n",
       "      <td id=\"T_234ea_row16_col50\" class=\"data row16 col50\" >-0.004145</td>\n",
       "      <td id=\"T_234ea_row16_col51\" class=\"data row16 col51\" >-0.003837</td>\n",
       "      <td id=\"T_234ea_row16_col52\" class=\"data row16 col52\" >-0.000904</td>\n",
       "      <td id=\"T_234ea_row16_col53\" class=\"data row16 col53\" >-0.019815</td>\n",
       "      <td id=\"T_234ea_row16_col54\" class=\"data row16 col54\" >-0.029952</td>\n",
       "      <td id=\"T_234ea_row16_col55\" class=\"data row16 col55\" >-0.002304</td>\n",
       "      <td id=\"T_234ea_row16_col56\" class=\"data row16 col56\" >-0.022002</td>\n",
       "      <td id=\"T_234ea_row16_col57\" class=\"data row16 col57\" >-0.010533</td>\n",
       "      <td id=\"T_234ea_row16_col58\" class=\"data row16 col58\" >-0.015016</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row17\" class=\"row_heading level0 row17\" >fishs</th>\n",
       "      <td id=\"T_234ea_row17_col0\" class=\"data row17 col0\" >-0.011412</td>\n",
       "      <td id=\"T_234ea_row17_col1\" class=\"data row17 col1\" >-0.009543</td>\n",
       "      <td id=\"T_234ea_row17_col2\" class=\"data row17 col2\" >-0.018407</td>\n",
       "      <td id=\"T_234ea_row17_col3\" class=\"data row17 col3\" >-0.025660</td>\n",
       "      <td id=\"T_234ea_row17_col4\" class=\"data row17 col4\" >-0.057127</td>\n",
       "      <td id=\"T_234ea_row17_col5\" class=\"data row17 col5\" >-0.004446</td>\n",
       "      <td id=\"T_234ea_row17_col6\" class=\"data row17 col6\" >-0.007559</td>\n",
       "      <td id=\"T_234ea_row17_col7\" class=\"data row17 col7\" >-0.002104</td>\n",
       "      <td id=\"T_234ea_row17_col8\" class=\"data row17 col8\" >-0.001822</td>\n",
       "      <td id=\"T_234ea_row17_col9\" class=\"data row17 col9\" >-0.000665</td>\n",
       "      <td id=\"T_234ea_row17_col10\" class=\"data row17 col10\" >-0.005684</td>\n",
       "      <td id=\"T_234ea_row17_col11\" class=\"data row17 col11\" >-0.004053</td>\n",
       "      <td id=\"T_234ea_row17_col12\" class=\"data row17 col12\" >-0.006583</td>\n",
       "      <td id=\"T_234ea_row17_col13\" class=\"data row17 col13\" >-0.007737</td>\n",
       "      <td id=\"T_234ea_row17_col14\" class=\"data row17 col14\" >-0.012447</td>\n",
       "      <td id=\"T_234ea_row17_col15\" class=\"data row17 col15\" >-0.010785</td>\n",
       "      <td id=\"T_234ea_row17_col16\" class=\"data row17 col16\" >-0.005762</td>\n",
       "      <td id=\"T_234ea_row17_col17\" class=\"data row17 col17\" >1.000000</td>\n",
       "      <td id=\"T_234ea_row17_col18\" class=\"data row17 col18\" >-0.009070</td>\n",
       "      <td id=\"T_234ea_row17_col19\" class=\"data row17 col19\" >-0.002490</td>\n",
       "      <td id=\"T_234ea_row17_col20\" class=\"data row17 col20\" >-0.006752</td>\n",
       "      <td id=\"T_234ea_row17_col21\" class=\"data row17 col21\" >-0.008054</td>\n",
       "      <td id=\"T_234ea_row17_col22\" class=\"data row17 col22\" >-0.007377</td>\n",
       "      <td id=\"T_234ea_row17_col23\" class=\"data row17 col23\" >-0.002353</td>\n",
       "      <td id=\"T_234ea_row17_col24\" class=\"data row17 col24\" >-0.004267</td>\n",
       "      <td id=\"T_234ea_row17_col25\" class=\"data row17 col25\" >-0.008428</td>\n",
       "      <td id=\"T_234ea_row17_col26\" class=\"data row17 col26\" >-0.002620</td>\n",
       "      <td id=\"T_234ea_row17_col27\" class=\"data row17 col27\" >-0.021807</td>\n",
       "      <td id=\"T_234ea_row17_col28\" class=\"data row17 col28\" >-0.002305</td>\n",
       "      <td id=\"T_234ea_row17_col29\" class=\"data row17 col29\" >-0.010838</td>\n",
       "      <td id=\"T_234ea_row17_col30\" class=\"data row17 col30\" >-0.019619</td>\n",
       "      <td id=\"T_234ea_row17_col31\" class=\"data row17 col31\" >-0.002156</td>\n",
       "      <td id=\"T_234ea_row17_col32\" class=\"data row17 col32\" >-0.011832</td>\n",
       "      <td id=\"T_234ea_row17_col33\" class=\"data row17 col33\" >-0.008442</td>\n",
       "      <td id=\"T_234ea_row17_col34\" class=\"data row17 col34\" >-0.014186</td>\n",
       "      <td id=\"T_234ea_row17_col35\" class=\"data row17 col35\" >-0.003913</td>\n",
       "      <td id=\"T_234ea_row17_col36\" class=\"data row17 col36\" >-0.001822</td>\n",
       "      <td id=\"T_234ea_row17_col37\" class=\"data row17 col37\" >-0.013336</td>\n",
       "      <td id=\"T_234ea_row17_col38\" class=\"data row17 col38\" >-0.004293</td>\n",
       "      <td id=\"T_234ea_row17_col39\" class=\"data row17 col39\" >-0.003329</td>\n",
       "      <td id=\"T_234ea_row17_col40\" class=\"data row17 col40\" >-0.004345</td>\n",
       "      <td id=\"T_234ea_row17_col41\" class=\"data row17 col41\" >-0.001882</td>\n",
       "      <td id=\"T_234ea_row17_col42\" class=\"data row17 col42\" >-0.003492</td>\n",
       "      <td id=\"T_234ea_row17_col43\" class=\"data row17 col43\" >-0.001052</td>\n",
       "      <td id=\"T_234ea_row17_col44\" class=\"data row17 col44\" >-0.001052</td>\n",
       "      <td id=\"T_234ea_row17_col45\" class=\"data row17 col45\" >-0.012389</td>\n",
       "      <td id=\"T_234ea_row17_col46\" class=\"data row17 col46\" >-0.001940</td>\n",
       "      <td id=\"T_234ea_row17_col47\" class=\"data row17 col47\" >-0.021517</td>\n",
       "      <td id=\"T_234ea_row17_col48\" class=\"data row17 col48\" >-0.011448</td>\n",
       "      <td id=\"T_234ea_row17_col49\" class=\"data row17 col49\" >-0.002104</td>\n",
       "      <td id=\"T_234ea_row17_col50\" class=\"data row17 col50\" >-0.003051</td>\n",
       "      <td id=\"T_234ea_row17_col51\" class=\"data row17 col51\" >-0.002824</td>\n",
       "      <td id=\"T_234ea_row17_col52\" class=\"data row17 col52\" >-0.000665</td>\n",
       "      <td id=\"T_234ea_row17_col53\" class=\"data row17 col53\" >-0.014584</td>\n",
       "      <td id=\"T_234ea_row17_col54\" class=\"data row17 col54\" >-0.022045</td>\n",
       "      <td id=\"T_234ea_row17_col55\" class=\"data row17 col55\" >-0.001696</td>\n",
       "      <td id=\"T_234ea_row17_col56\" class=\"data row17 col56\" >-0.016194</td>\n",
       "      <td id=\"T_234ea_row17_col57\" class=\"data row17 col57\" >-0.007752</td>\n",
       "      <td id=\"T_234ea_row17_col58\" class=\"data row17 col58\" >-0.011052</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row18\" class=\"row_heading level0 row18\" >floor</th>\n",
       "      <td id=\"T_234ea_row18_col0\" class=\"data row18 col0\" >0.009560</td>\n",
       "      <td id=\"T_234ea_row18_col1\" class=\"data row18 col1\" >-0.001317</td>\n",
       "      <td id=\"T_234ea_row18_col2\" class=\"data row18 col2\" >-0.001117</td>\n",
       "      <td id=\"T_234ea_row18_col3\" class=\"data row18 col3\" >-0.056149</td>\n",
       "      <td id=\"T_234ea_row18_col4\" class=\"data row18 col4\" >-0.104528</td>\n",
       "      <td id=\"T_234ea_row18_col5\" class=\"data row18 col5\" >-0.009509</td>\n",
       "      <td id=\"T_234ea_row18_col6\" class=\"data row18 col6\" >-0.016167</td>\n",
       "      <td id=\"T_234ea_row18_col7\" class=\"data row18 col7\" >-0.004500</td>\n",
       "      <td id=\"T_234ea_row18_col8\" class=\"data row18 col8\" >-0.003896</td>\n",
       "      <td id=\"T_234ea_row18_col9\" class=\"data row18 col9\" >-0.001422</td>\n",
       "      <td id=\"T_234ea_row18_col10\" class=\"data row18 col10\" >-0.012156</td>\n",
       "      <td id=\"T_234ea_row18_col11\" class=\"data row18 col11\" >-0.008668</td>\n",
       "      <td id=\"T_234ea_row18_col12\" class=\"data row18 col12\" >-0.014078</td>\n",
       "      <td id=\"T_234ea_row18_col13\" class=\"data row18 col13\" >-0.016548</td>\n",
       "      <td id=\"T_234ea_row18_col14\" class=\"data row18 col14\" >-0.026620</td>\n",
       "      <td id=\"T_234ea_row18_col15\" class=\"data row18 col15\" >-0.023065</td>\n",
       "      <td id=\"T_234ea_row18_col16\" class=\"data row18 col16\" >-0.012323</td>\n",
       "      <td id=\"T_234ea_row18_col17\" class=\"data row18 col17\" >-0.009070</td>\n",
       "      <td id=\"T_234ea_row18_col18\" class=\"data row18 col18\" >1.000000</td>\n",
       "      <td id=\"T_234ea_row18_col19\" class=\"data row18 col19\" >-0.005325</td>\n",
       "      <td id=\"T_234ea_row18_col20\" class=\"data row18 col20\" >-0.014441</td>\n",
       "      <td id=\"T_234ea_row18_col21\" class=\"data row18 col21\" >-0.017226</td>\n",
       "      <td id=\"T_234ea_row18_col22\" class=\"data row18 col22\" >-0.015777</td>\n",
       "      <td id=\"T_234ea_row18_col23\" class=\"data row18 col23\" >-0.005032</td>\n",
       "      <td id=\"T_234ea_row18_col24\" class=\"data row18 col24\" >-0.009126</td>\n",
       "      <td id=\"T_234ea_row18_col25\" class=\"data row18 col25\" >-0.018026</td>\n",
       "      <td id=\"T_234ea_row18_col26\" class=\"data row18 col26\" >-0.005604</td>\n",
       "      <td id=\"T_234ea_row18_col27\" class=\"data row18 col27\" >-0.046640</td>\n",
       "      <td id=\"T_234ea_row18_col28\" class=\"data row18 col28\" >-0.004930</td>\n",
       "      <td id=\"T_234ea_row18_col29\" class=\"data row18 col29\" >-0.023181</td>\n",
       "      <td id=\"T_234ea_row18_col30\" class=\"data row18 col30\" >-0.041959</td>\n",
       "      <td id=\"T_234ea_row18_col31\" class=\"data row18 col31\" >-0.004611</td>\n",
       "      <td id=\"T_234ea_row18_col32\" class=\"data row18 col32\" >-0.025306</td>\n",
       "      <td id=\"T_234ea_row18_col33\" class=\"data row18 col33\" >-0.018055</td>\n",
       "      <td id=\"T_234ea_row18_col34\" class=\"data row18 col34\" >-0.030341</td>\n",
       "      <td id=\"T_234ea_row18_col35\" class=\"data row18 col35\" >-0.008369</td>\n",
       "      <td id=\"T_234ea_row18_col36\" class=\"data row18 col36\" >-0.003896</td>\n",
       "      <td id=\"T_234ea_row18_col37\" class=\"data row18 col37\" >-0.028522</td>\n",
       "      <td id=\"T_234ea_row18_col38\" class=\"data row18 col38\" >-0.009182</td>\n",
       "      <td id=\"T_234ea_row18_col39\" class=\"data row18 col39\" >-0.007120</td>\n",
       "      <td id=\"T_234ea_row18_col40\" class=\"data row18 col40\" >-0.009292</td>\n",
       "      <td id=\"T_234ea_row18_col41\" class=\"data row18 col41\" >-0.004024</td>\n",
       "      <td id=\"T_234ea_row18_col42\" class=\"data row18 col42\" >-0.007469</td>\n",
       "      <td id=\"T_234ea_row18_col43\" class=\"data row18 col43\" >-0.002249</td>\n",
       "      <td id=\"T_234ea_row18_col44\" class=\"data row18 col44\" >-0.002249</td>\n",
       "      <td id=\"T_234ea_row18_col45\" class=\"data row18 col45\" >-0.026498</td>\n",
       "      <td id=\"T_234ea_row18_col46\" class=\"data row18 col46\" >-0.004148</td>\n",
       "      <td id=\"T_234ea_row18_col47\" class=\"data row18 col47\" >-0.046020</td>\n",
       "      <td id=\"T_234ea_row18_col48\" class=\"data row18 col48\" >-0.024484</td>\n",
       "      <td id=\"T_234ea_row18_col49\" class=\"data row18 col49\" >-0.004500</td>\n",
       "      <td id=\"T_234ea_row18_col50\" class=\"data row18 col50\" >-0.006525</td>\n",
       "      <td id=\"T_234ea_row18_col51\" class=\"data row18 col51\" >-0.006040</td>\n",
       "      <td id=\"T_234ea_row18_col52\" class=\"data row18 col52\" >-0.001422</td>\n",
       "      <td id=\"T_234ea_row18_col53\" class=\"data row18 col53\" >-0.031190</td>\n",
       "      <td id=\"T_234ea_row18_col54\" class=\"data row18 col54\" >-0.047147</td>\n",
       "      <td id=\"T_234ea_row18_col55\" class=\"data row18 col55\" >-0.003627</td>\n",
       "      <td id=\"T_234ea_row18_col56\" class=\"data row18 col56\" >-0.034634</td>\n",
       "      <td id=\"T_234ea_row18_col57\" class=\"data row18 col57\" >-0.016579</td>\n",
       "      <td id=\"T_234ea_row18_col58\" class=\"data row18 col58\" >-0.023637</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row19\" class=\"row_heading level0 row19\" >golfc</th>\n",
       "      <td id=\"T_234ea_row19_col0\" class=\"data row19 col0\" >-0.000604</td>\n",
       "      <td id=\"T_234ea_row19_col1\" class=\"data row19 col1\" >-0.013237</td>\n",
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       "      <td id=\"T_234ea_row19_col3\" class=\"data row19 col3\" >0.007663</td>\n",
       "      <td id=\"T_234ea_row19_col4\" class=\"data row19 col4\" >-0.025976</td>\n",
       "      <td id=\"T_234ea_row19_col5\" class=\"data row19 col5\" >-0.002611</td>\n",
       "      <td id=\"T_234ea_row19_col6\" class=\"data row19 col6\" >-0.004438</td>\n",
       "      <td id=\"T_234ea_row19_col7\" class=\"data row19 col7\" >-0.001235</td>\n",
       "      <td id=\"T_234ea_row19_col8\" class=\"data row19 col8\" >-0.001070</td>\n",
       "      <td id=\"T_234ea_row19_col9\" class=\"data row19 col9\" >-0.000390</td>\n",
       "      <td id=\"T_234ea_row19_col10\" class=\"data row19 col10\" >-0.003337</td>\n",
       "      <td id=\"T_234ea_row19_col11\" class=\"data row19 col11\" >-0.002379</td>\n",
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       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row20\" class=\"row_heading level0 row20\" >golfp</th>\n",
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       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row21\" class=\"row_heading level0 row21\" >golfr</th>\n",
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       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row22\" class=\"row_heading level0 row22\" >hike</th>\n",
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       "      <td id=\"T_234ea_row22_col38\" class=\"data row22 col38\" >-0.007468</td>\n",
       "      <td id=\"T_234ea_row22_col39\" class=\"data row22 col39\" >-0.005791</td>\n",
       "      <td id=\"T_234ea_row22_col40\" class=\"data row22 col40\" >-0.007557</td>\n",
       "      <td id=\"T_234ea_row22_col41\" class=\"data row22 col41\" >-0.003273</td>\n",
       "      <td id=\"T_234ea_row22_col42\" class=\"data row22 col42\" >-0.006074</td>\n",
       "      <td id=\"T_234ea_row22_col43\" class=\"data row22 col43\" >-0.001829</td>\n",
       "      <td id=\"T_234ea_row22_col44\" class=\"data row22 col44\" >-0.001829</td>\n",
       "      <td id=\"T_234ea_row22_col45\" class=\"data row22 col45\" >-0.021551</td>\n",
       "      <td id=\"T_234ea_row22_col46\" class=\"data row22 col46\" >-0.003374</td>\n",
       "      <td id=\"T_234ea_row22_col47\" class=\"data row22 col47\" >-0.037428</td>\n",
       "      <td id=\"T_234ea_row22_col48\" class=\"data row22 col48\" >-0.019913</td>\n",
       "      <td id=\"T_234ea_row22_col49\" class=\"data row22 col49\" >-0.003660</td>\n",
       "      <td id=\"T_234ea_row22_col50\" class=\"data row22 col50\" >-0.005306</td>\n",
       "      <td id=\"T_234ea_row22_col51\" class=\"data row22 col51\" >-0.004912</td>\n",
       "      <td id=\"T_234ea_row22_col52\" class=\"data row22 col52\" >-0.001157</td>\n",
       "      <td id=\"T_234ea_row22_col53\" class=\"data row22 col53\" >-0.025367</td>\n",
       "      <td id=\"T_234ea_row22_col54\" class=\"data row22 col54\" >-0.038345</td>\n",
       "      <td id=\"T_234ea_row22_col55\" class=\"data row22 col55\" >-0.002950</td>\n",
       "      <td id=\"T_234ea_row22_col56\" class=\"data row22 col56\" >-0.028168</td>\n",
       "      <td id=\"T_234ea_row22_col57\" class=\"data row22 col57\" >-0.013484</td>\n",
       "      <td id=\"T_234ea_row22_col58\" class=\"data row22 col58\" >-0.019224</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row23\" class=\"row_heading level0 row23\" >hock</th>\n",
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       "      <td id=\"T_234ea_row23_col1\" class=\"data row23 col1\" >-0.007833</td>\n",
       "      <td id=\"T_234ea_row23_col2\" class=\"data row23 col2\" >-0.000683</td>\n",
       "      <td id=\"T_234ea_row23_col3\" class=\"data row23 col3\" >-0.007330</td>\n",
       "      <td id=\"T_234ea_row23_col4\" class=\"data row23 col4\" >-0.021283</td>\n",
       "      <td id=\"T_234ea_row23_col5\" class=\"data row23 col5\" >-0.002467</td>\n",
       "      <td id=\"T_234ea_row23_col6\" class=\"data row23 col6\" >-0.004193</td>\n",
       "      <td id=\"T_234ea_row23_col7\" class=\"data row23 col7\" >-0.001167</td>\n",
       "      <td id=\"T_234ea_row23_col8\" class=\"data row23 col8\" >-0.001011</td>\n",
       "      <td id=\"T_234ea_row23_col9\" class=\"data row23 col9\" >-0.000369</td>\n",
       "      <td id=\"T_234ea_row23_col10\" class=\"data row23 col10\" >-0.003153</td>\n",
       "      <td id=\"T_234ea_row23_col11\" class=\"data row23 col11\" >-0.002248</td>\n",
       "      <td id=\"T_234ea_row23_col12\" class=\"data row23 col12\" >-0.003652</td>\n",
       "      <td id=\"T_234ea_row23_col13\" class=\"data row23 col13\" >-0.004292</td>\n",
       "      <td id=\"T_234ea_row23_col14\" class=\"data row23 col14\" >-0.006905</td>\n",
       "      <td id=\"T_234ea_row23_col15\" class=\"data row23 col15\" >-0.005983</td>\n",
       "      <td id=\"T_234ea_row23_col16\" class=\"data row23 col16\" >-0.003196</td>\n",
       "      <td id=\"T_234ea_row23_col17\" class=\"data row23 col17\" >-0.002353</td>\n",
       "      <td id=\"T_234ea_row23_col18\" class=\"data row23 col18\" >-0.005032</td>\n",
       "      <td id=\"T_234ea_row23_col19\" class=\"data row23 col19\" >-0.001381</td>\n",
       "      <td id=\"T_234ea_row23_col20\" class=\"data row23 col20\" >-0.003746</td>\n",
       "      <td id=\"T_234ea_row23_col21\" class=\"data row23 col21\" >-0.004468</td>\n",
       "      <td id=\"T_234ea_row23_col22\" class=\"data row23 col22\" >-0.004092</td>\n",
       "      <td id=\"T_234ea_row23_col23\" class=\"data row23 col23\" >1.000000</td>\n",
       "      <td id=\"T_234ea_row23_col24\" class=\"data row23 col24\" >-0.002367</td>\n",
       "      <td id=\"T_234ea_row23_col25\" class=\"data row23 col25\" >-0.004676</td>\n",
       "      <td id=\"T_234ea_row23_col26\" class=\"data row23 col26\" >-0.001453</td>\n",
       "      <td id=\"T_234ea_row23_col27\" class=\"data row23 col27\" >-0.012097</td>\n",
       "      <td id=\"T_234ea_row23_col28\" class=\"data row23 col28\" >-0.001279</td>\n",
       "      <td id=\"T_234ea_row23_col29\" class=\"data row23 col29\" >-0.006013</td>\n",
       "      <td id=\"T_234ea_row23_col30\" class=\"data row23 col30\" >-0.010883</td>\n",
       "      <td id=\"T_234ea_row23_col31\" class=\"data row23 col31\" >-0.001196</td>\n",
       "      <td id=\"T_234ea_row23_col32\" class=\"data row23 col32\" >-0.006564</td>\n",
       "      <td id=\"T_234ea_row23_col33\" class=\"data row23 col33\" >-0.004683</td>\n",
       "      <td id=\"T_234ea_row23_col34\" class=\"data row23 col34\" >-0.007870</td>\n",
       "      <td id=\"T_234ea_row23_col35\" class=\"data row23 col35\" >-0.002171</td>\n",
       "      <td id=\"T_234ea_row23_col36\" class=\"data row23 col36\" >-0.001011</td>\n",
       "      <td id=\"T_234ea_row23_col37\" class=\"data row23 col37\" >-0.007398</td>\n",
       "      <td id=\"T_234ea_row23_col38\" class=\"data row23 col38\" >-0.002382</td>\n",
       "      <td id=\"T_234ea_row23_col39\" class=\"data row23 col39\" >-0.001847</td>\n",
       "      <td id=\"T_234ea_row23_col40\" class=\"data row23 col40\" >-0.002410</td>\n",
       "      <td id=\"T_234ea_row23_col41\" class=\"data row23 col41\" >-0.001044</td>\n",
       "      <td id=\"T_234ea_row23_col42\" class=\"data row23 col42\" >-0.001937</td>\n",
       "      <td id=\"T_234ea_row23_col43\" class=\"data row23 col43\" >-0.000583</td>\n",
       "      <td id=\"T_234ea_row23_col44\" class=\"data row23 col44\" >-0.000583</td>\n",
       "      <td id=\"T_234ea_row23_col45\" class=\"data row23 col45\" >-0.006873</td>\n",
       "      <td id=\"T_234ea_row23_col46\" class=\"data row23 col46\" >-0.001076</td>\n",
       "      <td id=\"T_234ea_row23_col47\" class=\"data row23 col47\" >-0.011937</td>\n",
       "      <td id=\"T_234ea_row23_col48\" class=\"data row23 col48\" >-0.006351</td>\n",
       "      <td id=\"T_234ea_row23_col49\" class=\"data row23 col49\" >-0.001167</td>\n",
       "      <td id=\"T_234ea_row23_col50\" class=\"data row23 col50\" >-0.001692</td>\n",
       "      <td id=\"T_234ea_row23_col51\" class=\"data row23 col51\" >-0.001567</td>\n",
       "      <td id=\"T_234ea_row23_col52\" class=\"data row23 col52\" >-0.000369</td>\n",
       "      <td id=\"T_234ea_row23_col53\" class=\"data row23 col53\" >-0.008090</td>\n",
       "      <td id=\"T_234ea_row23_col54\" class=\"data row23 col54\" >-0.012229</td>\n",
       "      <td id=\"T_234ea_row23_col55\" class=\"data row23 col55\" >-0.000941</td>\n",
       "      <td id=\"T_234ea_row23_col56\" class=\"data row23 col56\" >-0.008983</td>\n",
       "      <td id=\"T_234ea_row23_col57\" class=\"data row23 col57\" >-0.004300</td>\n",
       "      <td id=\"T_234ea_row23_col58\" class=\"data row23 col58\" >-0.006131</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row24\" class=\"row_heading level0 row24\" >homeae</th>\n",
       "      <td id=\"T_234ea_row24_col0\" class=\"data row24 col0\" >0.017127</td>\n",
       "      <td id=\"T_234ea_row24_col1\" class=\"data row24 col1\" >0.010916</td>\n",
       "      <td id=\"T_234ea_row24_col2\" class=\"data row24 col2\" >-0.002932</td>\n",
       "      <td id=\"T_234ea_row24_col3\" class=\"data row24 col3\" >-0.008787</td>\n",
       "      <td id=\"T_234ea_row24_col4\" class=\"data row24 col4\" >0.006918</td>\n",
       "      <td id=\"T_234ea_row24_col5\" class=\"data row24 col5\" >-0.004474</td>\n",
       "      <td id=\"T_234ea_row24_col6\" class=\"data row24 col6\" >-0.007606</td>\n",
       "      <td id=\"T_234ea_row24_col7\" class=\"data row24 col7\" >-0.002117</td>\n",
       "      <td id=\"T_234ea_row24_col8\" class=\"data row24 col8\" >-0.001833</td>\n",
       "      <td id=\"T_234ea_row24_col9\" class=\"data row24 col9\" >-0.000669</td>\n",
       "      <td id=\"T_234ea_row24_col10\" class=\"data row24 col10\" >-0.005719</td>\n",
       "      <td id=\"T_234ea_row24_col11\" class=\"data row24 col11\" >-0.004078</td>\n",
       "      <td id=\"T_234ea_row24_col12\" class=\"data row24 col12\" >-0.006623</td>\n",
       "      <td id=\"T_234ea_row24_col13\" class=\"data row24 col13\" >-0.007785</td>\n",
       "      <td id=\"T_234ea_row24_col14\" class=\"data row24 col14\" >-0.012524</td>\n",
       "      <td id=\"T_234ea_row24_col15\" class=\"data row24 col15\" >-0.010851</td>\n",
       "      <td id=\"T_234ea_row24_col16\" class=\"data row24 col16\" >-0.005798</td>\n",
       "      <td id=\"T_234ea_row24_col17\" class=\"data row24 col17\" >-0.004267</td>\n",
       "      <td id=\"T_234ea_row24_col18\" class=\"data row24 col18\" >-0.009126</td>\n",
       "      <td id=\"T_234ea_row24_col19\" class=\"data row24 col19\" >-0.002505</td>\n",
       "      <td id=\"T_234ea_row24_col20\" class=\"data row24 col20\" >-0.006794</td>\n",
       "      <td id=\"T_234ea_row24_col21\" class=\"data row24 col21\" >-0.008104</td>\n",
       "      <td id=\"T_234ea_row24_col22\" class=\"data row24 col22\" >-0.007422</td>\n",
       "      <td id=\"T_234ea_row24_col23\" class=\"data row24 col23\" >-0.002367</td>\n",
       "      <td id=\"T_234ea_row24_col24\" class=\"data row24 col24\" >1.000000</td>\n",
       "      <td id=\"T_234ea_row24_col25\" class=\"data row24 col25\" >-0.008480</td>\n",
       "      <td id=\"T_234ea_row24_col26\" class=\"data row24 col26\" >-0.002636</td>\n",
       "      <td id=\"T_234ea_row24_col27\" class=\"data row24 col27\" >-0.021942</td>\n",
       "      <td id=\"T_234ea_row24_col28\" class=\"data row24 col28\" >-0.002319</td>\n",
       "      <td id=\"T_234ea_row24_col29\" class=\"data row24 col29\" >-0.010905</td>\n",
       "      <td id=\"T_234ea_row24_col30\" class=\"data row24 col30\" >-0.019740</td>\n",
       "      <td id=\"T_234ea_row24_col31\" class=\"data row24 col31\" >-0.002169</td>\n",
       "      <td id=\"T_234ea_row24_col32\" class=\"data row24 col32\" >-0.011906</td>\n",
       "      <td id=\"T_234ea_row24_col33\" class=\"data row24 col33\" >-0.008494</td>\n",
       "      <td id=\"T_234ea_row24_col34\" class=\"data row24 col34\" >-0.014274</td>\n",
       "      <td id=\"T_234ea_row24_col35\" class=\"data row24 col35\" >-0.003937</td>\n",
       "      <td id=\"T_234ea_row24_col36\" class=\"data row24 col36\" >-0.001833</td>\n",
       "      <td id=\"T_234ea_row24_col37\" class=\"data row24 col37\" >-0.013418</td>\n",
       "      <td id=\"T_234ea_row24_col38\" class=\"data row24 col38\" >-0.004320</td>\n",
       "      <td id=\"T_234ea_row24_col39\" class=\"data row24 col39\" >-0.003350</td>\n",
       "      <td id=\"T_234ea_row24_col40\" class=\"data row24 col40\" >-0.004372</td>\n",
       "      <td id=\"T_234ea_row24_col41\" class=\"data row24 col41\" >-0.001893</td>\n",
       "      <td id=\"T_234ea_row24_col42\" class=\"data row24 col42\" >-0.003514</td>\n",
       "      <td id=\"T_234ea_row24_col43\" class=\"data row24 col43\" >-0.001058</td>\n",
       "      <td id=\"T_234ea_row24_col44\" class=\"data row24 col44\" >-0.001058</td>\n",
       "      <td id=\"T_234ea_row24_col45\" class=\"data row24 col45\" >-0.012466</td>\n",
       "      <td id=\"T_234ea_row24_col46\" class=\"data row24 col46\" >-0.001952</td>\n",
       "      <td id=\"T_234ea_row24_col47\" class=\"data row24 col47\" >-0.021650</td>\n",
       "      <td id=\"T_234ea_row24_col48\" class=\"data row24 col48\" >-0.011519</td>\n",
       "      <td id=\"T_234ea_row24_col49\" class=\"data row24 col49\" >-0.002117</td>\n",
       "      <td id=\"T_234ea_row24_col50\" class=\"data row24 col50\" >-0.003069</td>\n",
       "      <td id=\"T_234ea_row24_col51\" class=\"data row24 col51\" >-0.002841</td>\n",
       "      <td id=\"T_234ea_row24_col52\" class=\"data row24 col52\" >-0.000669</td>\n",
       "      <td id=\"T_234ea_row24_col53\" class=\"data row24 col53\" >-0.014674</td>\n",
       "      <td id=\"T_234ea_row24_col54\" class=\"data row24 col54\" >-0.022181</td>\n",
       "      <td id=\"T_234ea_row24_col55\" class=\"data row24 col55\" >-0.001706</td>\n",
       "      <td id=\"T_234ea_row24_col56\" class=\"data row24 col56\" >-0.016294</td>\n",
       "      <td id=\"T_234ea_row24_col57\" class=\"data row24 col57\" >-0.007800</td>\n",
       "      <td id=\"T_234ea_row24_col58\" class=\"data row24 col58\" >-0.011120</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row25\" class=\"row_heading level0 row25\" >homewt</th>\n",
       "      <td id=\"T_234ea_row25_col0\" class=\"data row25 col0\" >-0.037309</td>\n",
       "      <td id=\"T_234ea_row25_col1\" class=\"data row25 col1\" >-0.028910</td>\n",
       "      <td id=\"T_234ea_row25_col2\" class=\"data row25 col2\" >-0.027287</td>\n",
       "      <td id=\"T_234ea_row25_col3\" class=\"data row25 col3\" >-0.032041</td>\n",
       "      <td id=\"T_234ea_row25_col4\" class=\"data row25 col4\" >0.000945</td>\n",
       "      <td id=\"T_234ea_row25_col5\" class=\"data row25 col5\" >-0.008837</td>\n",
       "      <td id=\"T_234ea_row25_col6\" class=\"data row25 col6\" >-0.015023</td>\n",
       "      <td id=\"T_234ea_row25_col7\" class=\"data row25 col7\" >-0.004181</td>\n",
       "      <td id=\"T_234ea_row25_col8\" class=\"data row25 col8\" >-0.003621</td>\n",
       "      <td id=\"T_234ea_row25_col9\" class=\"data row25 col9\" >-0.001322</td>\n",
       "      <td id=\"T_234ea_row25_col10\" class=\"data row25 col10\" >-0.011296</td>\n",
       "      <td id=\"T_234ea_row25_col11\" class=\"data row25 col11\" >-0.008054</td>\n",
       "      <td id=\"T_234ea_row25_col12\" class=\"data row25 col12\" >-0.013082</td>\n",
       "      <td id=\"T_234ea_row25_col13\" class=\"data row25 col13\" >-0.015377</td>\n",
       "      <td id=\"T_234ea_row25_col14\" class=\"data row25 col14\" >-0.024737</td>\n",
       "      <td id=\"T_234ea_row25_col15\" class=\"data row25 col15\" >-0.021433</td>\n",
       "      <td id=\"T_234ea_row25_col16\" class=\"data row25 col16\" >-0.011452</td>\n",
       "      <td id=\"T_234ea_row25_col17\" class=\"data row25 col17\" >-0.008428</td>\n",
       "      <td id=\"T_234ea_row25_col18\" class=\"data row25 col18\" >-0.018026</td>\n",
       "      <td id=\"T_234ea_row25_col19\" class=\"data row25 col19\" >-0.004949</td>\n",
       "      <td id=\"T_234ea_row25_col20\" class=\"data row25 col20\" >-0.013419</td>\n",
       "      <td id=\"T_234ea_row25_col21\" class=\"data row25 col21\" >-0.016008</td>\n",
       "      <td id=\"T_234ea_row25_col22\" class=\"data row25 col22\" >-0.014661</td>\n",
       "      <td id=\"T_234ea_row25_col23\" class=\"data row25 col23\" >-0.004676</td>\n",
       "      <td id=\"T_234ea_row25_col24\" class=\"data row25 col24\" >-0.008480</td>\n",
       "      <td id=\"T_234ea_row25_col25\" class=\"data row25 col25\" >1.000000</td>\n",
       "      <td id=\"T_234ea_row25_col26\" class=\"data row25 col26\" >-0.005207</td>\n",
       "      <td id=\"T_234ea_row25_col27\" class=\"data row25 col27\" >-0.043340</td>\n",
       "      <td id=\"T_234ea_row25_col28\" class=\"data row25 col28\" >-0.004581</td>\n",
       "      <td id=\"T_234ea_row25_col29\" class=\"data row25 col29\" >-0.021541</td>\n",
       "      <td id=\"T_234ea_row25_col30\" class=\"data row25 col30\" >-0.038991</td>\n",
       "      <td id=\"T_234ea_row25_col31\" class=\"data row25 col31\" >-0.004285</td>\n",
       "      <td id=\"T_234ea_row25_col32\" class=\"data row25 col32\" >-0.023516</td>\n",
       "      <td id=\"T_234ea_row25_col33\" class=\"data row25 col33\" >-0.016778</td>\n",
       "      <td id=\"T_234ea_row25_col34\" class=\"data row25 col34\" >-0.028194</td>\n",
       "      <td id=\"T_234ea_row25_col35\" class=\"data row25 col35\" >-0.007777</td>\n",
       "      <td id=\"T_234ea_row25_col36\" class=\"data row25 col36\" >-0.003621</td>\n",
       "      <td id=\"T_234ea_row25_col37\" class=\"data row25 col37\" >-0.026504</td>\n",
       "      <td id=\"T_234ea_row25_col38\" class=\"data row25 col38\" >-0.008532</td>\n",
       "      <td id=\"T_234ea_row25_col39\" class=\"data row25 col39\" >-0.006617</td>\n",
       "      <td id=\"T_234ea_row25_col40\" class=\"data row25 col40\" >-0.008635</td>\n",
       "      <td id=\"T_234ea_row25_col41\" class=\"data row25 col41\" >-0.003740</td>\n",
       "      <td id=\"T_234ea_row25_col42\" class=\"data row25 col42\" >-0.006940</td>\n",
       "      <td id=\"T_234ea_row25_col43\" class=\"data row25 col43\" >-0.002090</td>\n",
       "      <td id=\"T_234ea_row25_col44\" class=\"data row25 col44\" >-0.002090</td>\n",
       "      <td id=\"T_234ea_row25_col45\" class=\"data row25 col45\" >-0.024623</td>\n",
       "      <td id=\"T_234ea_row25_col46\" class=\"data row25 col46\" >-0.003855</td>\n",
       "      <td id=\"T_234ea_row25_col47\" class=\"data row25 col47\" >-0.042764</td>\n",
       "      <td id=\"T_234ea_row25_col48\" class=\"data row25 col48\" >-0.022752</td>\n",
       "      <td id=\"T_234ea_row25_col49\" class=\"data row25 col49\" >-0.004181</td>\n",
       "      <td id=\"T_234ea_row25_col50\" class=\"data row25 col50\" >-0.006063</td>\n",
       "      <td id=\"T_234ea_row25_col51\" class=\"data row25 col51\" >-0.005612</td>\n",
       "      <td id=\"T_234ea_row25_col52\" class=\"data row25 col52\" >-0.001322</td>\n",
       "      <td id=\"T_234ea_row25_col53\" class=\"data row25 col53\" >-0.028984</td>\n",
       "      <td id=\"T_234ea_row25_col54\" class=\"data row25 col54\" >-0.043812</td>\n",
       "      <td id=\"T_234ea_row25_col55\" class=\"data row25 col55\" >-0.003371</td>\n",
       "      <td id=\"T_234ea_row25_col56\" class=\"data row25 col56\" >-0.032184</td>\n",
       "      <td id=\"T_234ea_row25_col57\" class=\"data row25 col57\" >-0.015406</td>\n",
       "      <td id=\"T_234ea_row25_col58\" class=\"data row25 col58\" >-0.021965</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row26\" class=\"row_heading level0 row26\" >horse</th>\n",
       "      <td id=\"T_234ea_row26_col0\" class=\"data row26 col0\" >0.000481</td>\n",
       "      <td id=\"T_234ea_row26_col1\" class=\"data row26 col1\" >-0.005533</td>\n",
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       "      <td id=\"T_234ea_row26_col5\" class=\"data row26 col5\" >-0.002747</td>\n",
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       "      <td id=\"T_234ea_row26_col16\" class=\"data row26 col16\" >-0.003560</td>\n",
       "      <td id=\"T_234ea_row26_col17\" class=\"data row26 col17\" >-0.002620</td>\n",
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       "      <td id=\"T_234ea_row26_col23\" class=\"data row26 col23\" >-0.001453</td>\n",
       "      <td id=\"T_234ea_row26_col24\" class=\"data row26 col24\" >-0.002636</td>\n",
       "      <td id=\"T_234ea_row26_col25\" class=\"data row26 col25\" >-0.005207</td>\n",
       "      <td id=\"T_234ea_row26_col26\" class=\"data row26 col26\" >1.000000</td>\n",
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       "      <td id=\"T_234ea_row26_col28\" class=\"data row26 col28\" >-0.001424</td>\n",
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       "      <td id=\"T_234ea_row26_col35\" class=\"data row26 col35\" >-0.002418</td>\n",
       "      <td id=\"T_234ea_row26_col36\" class=\"data row26 col36\" >-0.001126</td>\n",
       "      <td id=\"T_234ea_row26_col37\" class=\"data row26 col37\" >-0.008239</td>\n",
       "      <td id=\"T_234ea_row26_col38\" class=\"data row26 col38\" >-0.002652</td>\n",
       "      <td id=\"T_234ea_row26_col39\" class=\"data row26 col39\" >-0.002057</td>\n",
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       "      <td id=\"T_234ea_row26_col44\" class=\"data row26 col44\" >-0.000650</td>\n",
       "      <td id=\"T_234ea_row26_col45\" class=\"data row26 col45\" >-0.007655</td>\n",
       "      <td id=\"T_234ea_row26_col46\" class=\"data row26 col46\" >-0.001198</td>\n",
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       "      <td id=\"T_234ea_row26_col48\" class=\"data row26 col48\" >-0.007073</td>\n",
       "      <td id=\"T_234ea_row26_col49\" class=\"data row26 col49\" >-0.001300</td>\n",
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       "      <td id=\"T_234ea_row26_col51\" class=\"data row26 col51\" >-0.001745</td>\n",
       "      <td id=\"T_234ea_row26_col52\" class=\"data row26 col52\" >-0.000411</td>\n",
       "      <td id=\"T_234ea_row26_col53\" class=\"data row26 col53\" >-0.009010</td>\n",
       "      <td id=\"T_234ea_row26_col54\" class=\"data row26 col54\" >-0.013620</td>\n",
       "      <td id=\"T_234ea_row26_col55\" class=\"data row26 col55\" >-0.001048</td>\n",
       "      <td id=\"T_234ea_row26_col56\" class=\"data row26 col56\" >-0.010005</td>\n",
       "      <td id=\"T_234ea_row26_col57\" class=\"data row26 col57\" >-0.004789</td>\n",
       "      <td id=\"T_234ea_row26_col58\" class=\"data row26 col58\" >-0.006828</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row27\" class=\"row_heading level0 row27\" >house</th>\n",
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       "      <td id=\"T_234ea_row27_col3\" class=\"data row27 col3\" >0.334036</td>\n",
       "      <td id=\"T_234ea_row27_col4\" class=\"data row27 col4\" >0.431327</td>\n",
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       "      <td id=\"T_234ea_row27_col8\" class=\"data row27 col8\" >-0.009368</td>\n",
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       "      <td id=\"T_234ea_row27_col16\" class=\"data row27 col16\" >-0.029629</td>\n",
       "      <td id=\"T_234ea_row27_col17\" class=\"data row27 col17\" >-0.021807</td>\n",
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       "      <td id=\"T_234ea_row27_col19\" class=\"data row27 col19\" >-0.012804</td>\n",
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       "      <td id=\"T_234ea_row27_col25\" class=\"data row27 col25\" >-0.043340</td>\n",
       "      <td id=\"T_234ea_row27_col26\" class=\"data row27 col26\" >-0.013473</td>\n",
       "      <td id=\"T_234ea_row27_col27\" class=\"data row27 col27\" >1.000000</td>\n",
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       "      <td id=\"T_234ea_row27_col30\" class=\"data row27 col30\" >-0.100883</td>\n",
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       "      <td id=\"T_234ea_row27_col32\" class=\"data row27 col32\" >-0.060844</td>\n",
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       "      <td id=\"T_234ea_row27_col34\" class=\"data row27 col34\" >-0.072948</td>\n",
       "      <td id=\"T_234ea_row27_col35\" class=\"data row27 col35\" >-0.020121</td>\n",
       "      <td id=\"T_234ea_row27_col36\" class=\"data row27 col36\" >-0.009368</td>\n",
       "      <td id=\"T_234ea_row27_col37\" class=\"data row27 col37\" >-0.068575</td>\n",
       "      <td id=\"T_234ea_row27_col38\" class=\"data row27 col38\" >-0.022076</td>\n",
       "      <td id=\"T_234ea_row27_col39\" class=\"data row27 col39\" >-0.017119</td>\n",
       "      <td id=\"T_234ea_row27_col40\" class=\"data row27 col40\" >-0.022341</td>\n",
       "      <td id=\"T_234ea_row27_col41\" class=\"data row27 col41\" >-0.009676</td>\n",
       "      <td id=\"T_234ea_row27_col42\" class=\"data row27 col42\" >-0.017957</td>\n",
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       "      <td id=\"T_234ea_row27_col44\" class=\"data row27 col44\" >-0.005407</td>\n",
       "      <td id=\"T_234ea_row27_col45\" class=\"data row27 col45\" >-0.063708</td>\n",
       "      <td id=\"T_234ea_row27_col46\" class=\"data row27 col46\" >-0.009974</td>\n",
       "      <td id=\"T_234ea_row27_col47\" class=\"data row27 col47\" >-0.110646</td>\n",
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       "      <td id=\"T_234ea_row27_col49\" class=\"data row27 col49\" >-0.010819</td>\n",
       "      <td id=\"T_234ea_row27_col50\" class=\"data row27 col50\" >-0.015687</td>\n",
       "      <td id=\"T_234ea_row27_col51\" class=\"data row27 col51\" >-0.014521</td>\n",
       "      <td id=\"T_234ea_row27_col52\" class=\"data row27 col52\" >-0.003420</td>\n",
       "      <td id=\"T_234ea_row27_col53\" class=\"data row27 col53\" >-0.074991</td>\n",
       "      <td id=\"T_234ea_row27_col54\" class=\"data row27 col54\" >-0.113357</td>\n",
       "      <td id=\"T_234ea_row27_col55\" class=\"data row27 col55\" >-0.008721</td>\n",
       "      <td id=\"T_234ea_row27_col56\" class=\"data row27 col56\" >-0.083270</td>\n",
       "      <td id=\"T_234ea_row27_col57\" class=\"data row27 col57\" >-0.039862</td>\n",
       "      <td id=\"T_234ea_row27_col58\" class=\"data row27 col58\" >-0.056831</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row28\" class=\"row_heading level0 row28\" >jog</th>\n",
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       "      <td id=\"T_234ea_row28_col4\" class=\"data row28 col4\" >-0.007261</td>\n",
       "      <td id=\"T_234ea_row28_col5\" class=\"data row28 col5\" >-0.002417</td>\n",
       "      <td id=\"T_234ea_row28_col6\" class=\"data row28 col6\" >-0.004108</td>\n",
       "      <td id=\"T_234ea_row28_col7\" class=\"data row28 col7\" >-0.001144</td>\n",
       "      <td id=\"T_234ea_row28_col8\" class=\"data row28 col8\" >-0.000990</td>\n",
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       "      <td id=\"T_234ea_row28_col13\" class=\"data row28 col13\" >-0.004205</td>\n",
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       "      <td id=\"T_234ea_row28_col22\" class=\"data row28 col22\" >-0.004009</td>\n",
       "      <td id=\"T_234ea_row28_col23\" class=\"data row28 col23\" >-0.001279</td>\n",
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       "      <td id=\"T_234ea_row28_col25\" class=\"data row28 col25\" >-0.004581</td>\n",
       "      <td id=\"T_234ea_row28_col26\" class=\"data row28 col26\" >-0.001424</td>\n",
       "      <td id=\"T_234ea_row28_col27\" class=\"data row28 col27\" >-0.011853</td>\n",
       "      <td id=\"T_234ea_row28_col28\" class=\"data row28 col28\" >1.000000</td>\n",
       "      <td id=\"T_234ea_row28_col29\" class=\"data row28 col29\" >-0.005891</td>\n",
       "      <td id=\"T_234ea_row28_col30\" class=\"data row28 col30\" >-0.010663</td>\n",
       "      <td id=\"T_234ea_row28_col31\" class=\"data row28 col31\" >-0.001172</td>\n",
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       "      <td id=\"T_234ea_row28_col33\" class=\"data row28 col33\" >-0.004588</td>\n",
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       "      <td id=\"T_234ea_row28_col35\" class=\"data row28 col35\" >-0.002127</td>\n",
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       "      <td id=\"T_234ea_row28_col58\" class=\"data row28 col58\" >-0.006007</td>\n",
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       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row29\" class=\"row_heading level0 row29\" >liftde</th>\n",
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       "      <td id=\"T_234ea_row29_col29\" class=\"data row29 col29\" >1.000000</td>\n",
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       "      <td id=\"T_234ea_row29_col58\" class=\"data row29 col58\" >-0.028246</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row30\" class=\"row_heading level0 row30\" >liftla</th>\n",
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       "      <td id=\"T_234ea_row30_col25\" class=\"data row30 col25\" >-0.038991</td>\n",
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       "      <td id=\"T_234ea_row30_col27\" class=\"data row30 col27\" >-0.100883</td>\n",
       "      <td id=\"T_234ea_row30_col28\" class=\"data row30 col28\" >-0.010663</td>\n",
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       "      <td id=\"T_234ea_row30_col30\" class=\"data row30 col30\" >1.000000</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row31\" class=\"row_heading level0 row31\" >martial</th>\n",
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       "      <td id=\"T_234ea_row31_col31\" class=\"data row31 col31\" >1.000000</td>\n",
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       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row32\" class=\"row_heading level0 row32\" >mow</th>\n",
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       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row33\" class=\"row_heading level0 row33\" >paint</th>\n",
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       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row34\" class=\"row_heading level0 row34\" >rake</th>\n",
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       "      <td id=\"T_234ea_row34_col34\" class=\"data row34 col34\" >1.000000</td>\n",
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       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row35\" class=\"row_heading level0 row35\" >sail</th>\n",
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       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row36\" class=\"row_heading level0 row36\" >scuba</th>\n",
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       "      <td id=\"T_234ea_row36_col12\" class=\"data row36 col12\" >-0.002828</td>\n",
       "      <td id=\"T_234ea_row36_col13\" class=\"data row36 col13\" >-0.003324</td>\n",
       "      <td id=\"T_234ea_row36_col14\" class=\"data row36 col14\" >-0.005347</td>\n",
       "      <td id=\"T_234ea_row36_col15\" class=\"data row36 col15\" >-0.004633</td>\n",
       "      <td id=\"T_234ea_row36_col16\" class=\"data row36 col16\" >-0.002475</td>\n",
       "      <td id=\"T_234ea_row36_col17\" class=\"data row36 col17\" >-0.001822</td>\n",
       "      <td id=\"T_234ea_row36_col18\" class=\"data row36 col18\" >-0.003896</td>\n",
       "      <td id=\"T_234ea_row36_col19\" class=\"data row36 col19\" >-0.001070</td>\n",
       "      <td id=\"T_234ea_row36_col20\" class=\"data row36 col20\" >-0.002901</td>\n",
       "      <td id=\"T_234ea_row36_col21\" class=\"data row36 col21\" >-0.003460</td>\n",
       "      <td id=\"T_234ea_row36_col22\" class=\"data row36 col22\" >-0.003169</td>\n",
       "      <td id=\"T_234ea_row36_col23\" class=\"data row36 col23\" >-0.001011</td>\n",
       "      <td id=\"T_234ea_row36_col24\" class=\"data row36 col24\" >-0.001833</td>\n",
       "      <td id=\"T_234ea_row36_col25\" class=\"data row36 col25\" >-0.003621</td>\n",
       "      <td id=\"T_234ea_row36_col26\" class=\"data row36 col26\" >-0.001126</td>\n",
       "      <td id=\"T_234ea_row36_col27\" class=\"data row36 col27\" >-0.009368</td>\n",
       "      <td id=\"T_234ea_row36_col28\" class=\"data row36 col28\" >-0.000990</td>\n",
       "      <td id=\"T_234ea_row36_col29\" class=\"data row36 col29\" >-0.004656</td>\n",
       "      <td id=\"T_234ea_row36_col30\" class=\"data row36 col30\" >-0.008428</td>\n",
       "      <td id=\"T_234ea_row36_col31\" class=\"data row36 col31\" >-0.000926</td>\n",
       "      <td id=\"T_234ea_row36_col32\" class=\"data row36 col32\" >-0.005083</td>\n",
       "      <td id=\"T_234ea_row36_col33\" class=\"data row36 col33\" >-0.003627</td>\n",
       "      <td id=\"T_234ea_row36_col34\" class=\"data row36 col34\" >-0.006094</td>\n",
       "      <td id=\"T_234ea_row36_col35\" class=\"data row36 col35\" >-0.001681</td>\n",
       "      <td id=\"T_234ea_row36_col36\" class=\"data row36 col36\" >1.000000</td>\n",
       "      <td id=\"T_234ea_row36_col37\" class=\"data row36 col37\" >-0.005729</td>\n",
       "      <td id=\"T_234ea_row36_col38\" class=\"data row36 col38\" >-0.001844</td>\n",
       "      <td id=\"T_234ea_row36_col39\" class=\"data row36 col39\" >-0.001430</td>\n",
       "      <td id=\"T_234ea_row36_col40\" class=\"data row36 col40\" >-0.001866</td>\n",
       "      <td id=\"T_234ea_row36_col41\" class=\"data row36 col41\" >-0.000808</td>\n",
       "      <td id=\"T_234ea_row36_col42\" class=\"data row36 col42\" >-0.001500</td>\n",
       "      <td id=\"T_234ea_row36_col43\" class=\"data row36 col43\" >-0.000452</td>\n",
       "      <td id=\"T_234ea_row36_col44\" class=\"data row36 col44\" >-0.000452</td>\n",
       "      <td id=\"T_234ea_row36_col45\" class=\"data row36 col45\" >-0.005322</td>\n",
       "      <td id=\"T_234ea_row36_col46\" class=\"data row36 col46\" >-0.000833</td>\n",
       "      <td id=\"T_234ea_row36_col47\" class=\"data row36 col47\" >-0.009244</td>\n",
       "      <td id=\"T_234ea_row36_col48\" class=\"data row36 col48\" >-0.004918</td>\n",
       "      <td id=\"T_234ea_row36_col49\" class=\"data row36 col49\" >-0.000904</td>\n",
       "      <td id=\"T_234ea_row36_col50\" class=\"data row36 col50\" >-0.001311</td>\n",
       "      <td id=\"T_234ea_row36_col51\" class=\"data row36 col51\" >-0.001213</td>\n",
       "      <td id=\"T_234ea_row36_col52\" class=\"data row36 col52\" >-0.000286</td>\n",
       "      <td id=\"T_234ea_row36_col53\" class=\"data row36 col53\" >-0.006265</td>\n",
       "      <td id=\"T_234ea_row36_col54\" class=\"data row36 col54\" >-0.009470</td>\n",
       "      <td id=\"T_234ea_row36_col55\" class=\"data row36 col55\" >-0.000729</td>\n",
       "      <td id=\"T_234ea_row36_col56\" class=\"data row36 col56\" >-0.006957</td>\n",
       "      <td id=\"T_234ea_row36_col57\" class=\"data row36 col57\" >-0.003330</td>\n",
       "      <td id=\"T_234ea_row36_col58\" class=\"data row36 col58\" >-0.004748</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row37\" class=\"row_heading level0 row37\" >shovel</th>\n",
       "      <td id=\"T_234ea_row37_col0\" class=\"data row37 col0\" >-0.009267</td>\n",
       "      <td id=\"T_234ea_row37_col1\" class=\"data row37 col1\" >-0.015127</td>\n",
       "      <td id=\"T_234ea_row37_col2\" class=\"data row37 col2\" >-0.002795</td>\n",
       "      <td id=\"T_234ea_row37_col3\" class=\"data row37 col3\" >-0.082900</td>\n",
       "      <td id=\"T_234ea_row37_col4\" class=\"data row37 col4\" >-0.169351</td>\n",
       "      <td id=\"T_234ea_row37_col5\" class=\"data row37 col5\" >-0.013982</td>\n",
       "      <td id=\"T_234ea_row37_col6\" class=\"data row37 col6\" >-0.023770</td>\n",
       "      <td id=\"T_234ea_row37_col7\" class=\"data row37 col7\" >-0.006616</td>\n",
       "      <td id=\"T_234ea_row37_col8\" class=\"data row37 col8\" >-0.005729</td>\n",
       "      <td id=\"T_234ea_row37_col9\" class=\"data row37 col9\" >-0.002091</td>\n",
       "      <td id=\"T_234ea_row37_col10\" class=\"data row37 col10\" >-0.017873</td>\n",
       "      <td id=\"T_234ea_row37_col11\" class=\"data row37 col11\" >-0.012744</td>\n",
       "      <td id=\"T_234ea_row37_col12\" class=\"data row37 col12\" >-0.020700</td>\n",
       "      <td id=\"T_234ea_row37_col13\" class=\"data row37 col13\" >-0.024331</td>\n",
       "      <td id=\"T_234ea_row37_col14\" class=\"data row37 col14\" >-0.039140</td>\n",
       "      <td id=\"T_234ea_row37_col15\" class=\"data row37 col15\" >-0.033913</td>\n",
       "      <td id=\"T_234ea_row37_col16\" class=\"data row37 col16\" >-0.018119</td>\n",
       "      <td id=\"T_234ea_row37_col17\" class=\"data row37 col17\" >-0.013336</td>\n",
       "      <td id=\"T_234ea_row37_col18\" class=\"data row37 col18\" >-0.028522</td>\n",
       "      <td id=\"T_234ea_row37_col19\" class=\"data row37 col19\" >-0.007830</td>\n",
       "      <td id=\"T_234ea_row37_col20\" class=\"data row37 col20\" >-0.021232</td>\n",
       "      <td id=\"T_234ea_row37_col21\" class=\"data row37 col21\" >-0.025328</td>\n",
       "      <td id=\"T_234ea_row37_col22\" class=\"data row37 col22\" >-0.023197</td>\n",
       "      <td id=\"T_234ea_row37_col23\" class=\"data row37 col23\" >-0.007398</td>\n",
       "      <td id=\"T_234ea_row37_col24\" class=\"data row37 col24\" >-0.013418</td>\n",
       "      <td id=\"T_234ea_row37_col25\" class=\"data row37 col25\" >-0.026504</td>\n",
       "      <td id=\"T_234ea_row37_col26\" class=\"data row37 col26\" >-0.008239</td>\n",
       "      <td id=\"T_234ea_row37_col27\" class=\"data row37 col27\" >-0.068575</td>\n",
       "      <td id=\"T_234ea_row37_col28\" class=\"data row37 col28\" >-0.007248</td>\n",
       "      <td id=\"T_234ea_row37_col29\" class=\"data row37 col29\" >-0.034083</td>\n",
       "      <td id=\"T_234ea_row37_col30\" class=\"data row37 col30\" >-0.061693</td>\n",
       "      <td id=\"T_234ea_row37_col31\" class=\"data row37 col31\" >-0.006780</td>\n",
       "      <td id=\"T_234ea_row37_col32\" class=\"data row37 col32\" >-0.037208</td>\n",
       "      <td id=\"T_234ea_row37_col33\" class=\"data row37 col33\" >-0.026546</td>\n",
       "      <td id=\"T_234ea_row37_col34\" class=\"data row37 col34\" >-0.044610</td>\n",
       "      <td id=\"T_234ea_row37_col35\" class=\"data row37 col35\" >-0.012305</td>\n",
       "      <td id=\"T_234ea_row37_col36\" class=\"data row37 col36\" >-0.005729</td>\n",
       "      <td id=\"T_234ea_row37_col37\" class=\"data row37 col37\" >1.000000</td>\n",
       "      <td id=\"T_234ea_row37_col38\" class=\"data row37 col38\" >-0.013500</td>\n",
       "      <td id=\"T_234ea_row37_col39\" class=\"data row37 col39\" >-0.010469</td>\n",
       "      <td id=\"T_234ea_row37_col40\" class=\"data row37 col40\" >-0.013663</td>\n",
       "      <td id=\"T_234ea_row37_col41\" class=\"data row37 col41\" >-0.005917</td>\n",
       "      <td id=\"T_234ea_row37_col42\" class=\"data row37 col42\" >-0.010982</td>\n",
       "      <td id=\"T_234ea_row37_col43\" class=\"data row37 col43\" >-0.003307</td>\n",
       "      <td id=\"T_234ea_row37_col44\" class=\"data row37 col44\" >-0.003307</td>\n",
       "      <td id=\"T_234ea_row37_col45\" class=\"data row37 col45\" >-0.038960</td>\n",
       "      <td id=\"T_234ea_row37_col46\" class=\"data row37 col46\" >-0.006099</td>\n",
       "      <td id=\"T_234ea_row37_col47\" class=\"data row37 col47\" >-0.067664</td>\n",
       "      <td id=\"T_234ea_row37_col48\" class=\"data row37 col48\" >-0.036000</td>\n",
       "      <td id=\"T_234ea_row37_col49\" class=\"data row37 col49\" >-0.006616</td>\n",
       "      <td id=\"T_234ea_row37_col50\" class=\"data row37 col50\" >-0.009593</td>\n",
       "      <td id=\"T_234ea_row37_col51\" class=\"data row37 col51\" >-0.008880</td>\n",
       "      <td id=\"T_234ea_row37_col52\" class=\"data row37 col52\" >-0.002091</td>\n",
       "      <td id=\"T_234ea_row37_col53\" class=\"data row37 col53\" >-0.045860</td>\n",
       "      <td id=\"T_234ea_row37_col54\" class=\"data row37 col54\" >-0.069322</td>\n",
       "      <td id=\"T_234ea_row37_col55\" class=\"data row37 col55\" >-0.005333</td>\n",
       "      <td id=\"T_234ea_row37_col56\" class=\"data row37 col56\" >-0.050923</td>\n",
       "      <td id=\"T_234ea_row37_col57\" class=\"data row37 col57\" >-0.024377</td>\n",
       "      <td id=\"T_234ea_row37_col58\" class=\"data row37 col58\" >-0.034755</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row38\" class=\"row_heading level0 row38\" >skate</th>\n",
       "      <td id=\"T_234ea_row38_col0\" class=\"data row38 col0\" >-0.002547</td>\n",
       "      <td id=\"T_234ea_row38_col1\" class=\"data row38 col1\" >-0.017685</td>\n",
       "      <td id=\"T_234ea_row38_col2\" class=\"data row38 col2\" >-0.019197</td>\n",
       "      <td id=\"T_234ea_row38_col3\" class=\"data row38 col3\" >-0.026110</td>\n",
       "      <td id=\"T_234ea_row38_col4\" class=\"data row38 col4\" >-0.055486</td>\n",
       "      <td id=\"T_234ea_row38_col5\" class=\"data row38 col5\" >-0.004501</td>\n",
       "      <td id=\"T_234ea_row38_col6\" class=\"data row38 col6\" >-0.007652</td>\n",
       "      <td id=\"T_234ea_row38_col7\" class=\"data row38 col7\" >-0.002130</td>\n",
       "      <td id=\"T_234ea_row38_col8\" class=\"data row38 col8\" >-0.001844</td>\n",
       "      <td id=\"T_234ea_row38_col9\" class=\"data row38 col9\" >-0.000673</td>\n",
       "      <td id=\"T_234ea_row38_col10\" class=\"data row38 col10\" >-0.005754</td>\n",
       "      <td id=\"T_234ea_row38_col11\" class=\"data row38 col11\" >-0.004103</td>\n",
       "      <td id=\"T_234ea_row38_col12\" class=\"data row38 col12\" >-0.006664</td>\n",
       "      <td id=\"T_234ea_row38_col13\" class=\"data row38 col13\" >-0.007833</td>\n",
       "      <td id=\"T_234ea_row38_col14\" class=\"data row38 col14\" >-0.012600</td>\n",
       "      <td id=\"T_234ea_row38_col15\" class=\"data row38 col15\" >-0.010917</td>\n",
       "      <td id=\"T_234ea_row38_col16\" class=\"data row38 col16\" >-0.005833</td>\n",
       "      <td id=\"T_234ea_row38_col17\" class=\"data row38 col17\" >-0.004293</td>\n",
       "      <td id=\"T_234ea_row38_col18\" class=\"data row38 col18\" >-0.009182</td>\n",
       "      <td id=\"T_234ea_row38_col19\" class=\"data row38 col19\" >-0.002521</td>\n",
       "      <td id=\"T_234ea_row38_col20\" class=\"data row38 col20\" >-0.006835</td>\n",
       "      <td id=\"T_234ea_row38_col21\" class=\"data row38 col21\" >-0.008154</td>\n",
       "      <td id=\"T_234ea_row38_col22\" class=\"data row38 col22\" >-0.007468</td>\n",
       "      <td id=\"T_234ea_row38_col23\" class=\"data row38 col23\" >-0.002382</td>\n",
       "      <td id=\"T_234ea_row38_col24\" class=\"data row38 col24\" >-0.004320</td>\n",
       "      <td id=\"T_234ea_row38_col25\" class=\"data row38 col25\" >-0.008532</td>\n",
       "      <td id=\"T_234ea_row38_col26\" class=\"data row38 col26\" >-0.002652</td>\n",
       "      <td id=\"T_234ea_row38_col27\" class=\"data row38 col27\" >-0.022076</td>\n",
       "      <td id=\"T_234ea_row38_col28\" class=\"data row38 col28\" >-0.002333</td>\n",
       "      <td id=\"T_234ea_row38_col29\" class=\"data row38 col29\" >-0.010972</td>\n",
       "      <td id=\"T_234ea_row38_col30\" class=\"data row38 col30\" >-0.019861</td>\n",
       "      <td id=\"T_234ea_row38_col31\" class=\"data row38 col31\" >-0.002183</td>\n",
       "      <td id=\"T_234ea_row38_col32\" class=\"data row38 col32\" >-0.011978</td>\n",
       "      <td id=\"T_234ea_row38_col33\" class=\"data row38 col33\" >-0.008546</td>\n",
       "      <td id=\"T_234ea_row38_col34\" class=\"data row38 col34\" >-0.014361</td>\n",
       "      <td id=\"T_234ea_row38_col35\" class=\"data row38 col35\" >-0.003961</td>\n",
       "      <td id=\"T_234ea_row38_col36\" class=\"data row38 col36\" >-0.001844</td>\n",
       "      <td id=\"T_234ea_row38_col37\" class=\"data row38 col37\" >-0.013500</td>\n",
       "      <td id=\"T_234ea_row38_col38\" class=\"data row38 col38\" >1.000000</td>\n",
       "      <td id=\"T_234ea_row38_col39\" class=\"data row38 col39\" >-0.003370</td>\n",
       "      <td id=\"T_234ea_row38_col40\" class=\"data row38 col40\" >-0.004398</td>\n",
       "      <td id=\"T_234ea_row38_col41\" class=\"data row38 col41\" >-0.001905</td>\n",
       "      <td id=\"T_234ea_row38_col42\" class=\"data row38 col42\" >-0.003535</td>\n",
       "      <td id=\"T_234ea_row38_col43\" class=\"data row38 col43\" >-0.001065</td>\n",
       "      <td id=\"T_234ea_row38_col44\" class=\"data row38 col44\" >-0.001065</td>\n",
       "      <td id=\"T_234ea_row38_col45\" class=\"data row38 col45\" >-0.012542</td>\n",
       "      <td id=\"T_234ea_row38_col46\" class=\"data row38 col46\" >-0.001963</td>\n",
       "      <td id=\"T_234ea_row38_col47\" class=\"data row38 col47\" >-0.021783</td>\n",
       "      <td id=\"T_234ea_row38_col48\" class=\"data row38 col48\" >-0.011589</td>\n",
       "      <td id=\"T_234ea_row38_col49\" class=\"data row38 col49\" >-0.002130</td>\n",
       "      <td id=\"T_234ea_row38_col50\" class=\"data row38 col50\" >-0.003088</td>\n",
       "      <td id=\"T_234ea_row38_col51\" class=\"data row38 col51\" >-0.002859</td>\n",
       "      <td id=\"T_234ea_row38_col52\" class=\"data row38 col52\" >-0.000673</td>\n",
       "      <td id=\"T_234ea_row38_col53\" class=\"data row38 col53\" >-0.014763</td>\n",
       "      <td id=\"T_234ea_row38_col54\" class=\"data row38 col54\" >-0.022316</td>\n",
       "      <td id=\"T_234ea_row38_col55\" class=\"data row38 col55\" >-0.001717</td>\n",
       "      <td id=\"T_234ea_row38_col56\" class=\"data row38 col56\" >-0.016393</td>\n",
       "      <td id=\"T_234ea_row38_col57\" class=\"data row38 col57\" >-0.007848</td>\n",
       "      <td id=\"T_234ea_row38_col58\" class=\"data row38 col58\" >-0.011188</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row39\" class=\"row_heading level0 row39\" >skic</th>\n",
       "      <td id=\"T_234ea_row39_col0\" class=\"data row39 col0\" >-0.014893</td>\n",
       "      <td id=\"T_234ea_row39_col1\" class=\"data row39 col1\" >-0.014392</td>\n",
       "      <td id=\"T_234ea_row39_col2\" class=\"data row39 col2\" >-0.005480</td>\n",
       "      <td id=\"T_234ea_row39_col3\" class=\"data row39 col3\" >-0.020627</td>\n",
       "      <td id=\"T_234ea_row39_col4\" class=\"data row39 col4\" >-0.046083</td>\n",
       "      <td id=\"T_234ea_row39_col5\" class=\"data row39 col5\" >-0.003490</td>\n",
       "      <td id=\"T_234ea_row39_col6\" class=\"data row39 col6\" >-0.005934</td>\n",
       "      <td id=\"T_234ea_row39_col7\" class=\"data row39 col7\" >-0.001652</td>\n",
       "      <td id=\"T_234ea_row39_col8\" class=\"data row39 col8\" >-0.001430</td>\n",
       "      <td id=\"T_234ea_row39_col9\" class=\"data row39 col9\" >-0.000522</td>\n",
       "      <td id=\"T_234ea_row39_col10\" class=\"data row39 col10\" >-0.004462</td>\n",
       "      <td id=\"T_234ea_row39_col11\" class=\"data row39 col11\" >-0.003182</td>\n",
       "      <td id=\"T_234ea_row39_col12\" class=\"data row39 col12\" >-0.005168</td>\n",
       "      <td id=\"T_234ea_row39_col13\" class=\"data row39 col13\" >-0.006074</td>\n",
       "      <td id=\"T_234ea_row39_col14\" class=\"data row39 col14\" >-0.009771</td>\n",
       "      <td id=\"T_234ea_row39_col15\" class=\"data row39 col15\" >-0.008466</td>\n",
       "      <td id=\"T_234ea_row39_col16\" class=\"data row39 col16\" >-0.004523</td>\n",
       "      <td id=\"T_234ea_row39_col17\" class=\"data row39 col17\" >-0.003329</td>\n",
       "      <td id=\"T_234ea_row39_col18\" class=\"data row39 col18\" >-0.007120</td>\n",
       "      <td id=\"T_234ea_row39_col19\" class=\"data row39 col19\" >-0.001955</td>\n",
       "      <td id=\"T_234ea_row39_col20\" class=\"data row39 col20\" >-0.005301</td>\n",
       "      <td id=\"T_234ea_row39_col21\" class=\"data row39 col21\" >-0.006323</td>\n",
       "      <td id=\"T_234ea_row39_col22\" class=\"data row39 col22\" >-0.005791</td>\n",
       "      <td id=\"T_234ea_row39_col23\" class=\"data row39 col23\" >-0.001847</td>\n",
       "      <td id=\"T_234ea_row39_col24\" class=\"data row39 col24\" >-0.003350</td>\n",
       "      <td id=\"T_234ea_row39_col25\" class=\"data row39 col25\" >-0.006617</td>\n",
       "      <td id=\"T_234ea_row39_col26\" class=\"data row39 col26\" >-0.002057</td>\n",
       "      <td id=\"T_234ea_row39_col27\" class=\"data row39 col27\" >-0.017119</td>\n",
       "      <td id=\"T_234ea_row39_col28\" class=\"data row39 col28\" >-0.001809</td>\n",
       "      <td id=\"T_234ea_row39_col29\" class=\"data row39 col29\" >-0.008509</td>\n",
       "      <td id=\"T_234ea_row39_col30\" class=\"data row39 col30\" >-0.015401</td>\n",
       "      <td id=\"T_234ea_row39_col31\" class=\"data row39 col31\" >-0.001692</td>\n",
       "      <td id=\"T_234ea_row39_col32\" class=\"data row39 col32\" >-0.009289</td>\n",
       "      <td id=\"T_234ea_row39_col33\" class=\"data row39 col33\" >-0.006627</td>\n",
       "      <td id=\"T_234ea_row39_col34\" class=\"data row39 col34\" >-0.011137</td>\n",
       "      <td id=\"T_234ea_row39_col35\" class=\"data row39 col35\" >-0.003072</td>\n",
       "      <td id=\"T_234ea_row39_col36\" class=\"data row39 col36\" >-0.001430</td>\n",
       "      <td id=\"T_234ea_row39_col37\" class=\"data row39 col37\" >-0.010469</td>\n",
       "      <td id=\"T_234ea_row39_col38\" class=\"data row39 col38\" >-0.003370</td>\n",
       "      <td id=\"T_234ea_row39_col39\" class=\"data row39 col39\" >1.000000</td>\n",
       "      <td id=\"T_234ea_row39_col40\" class=\"data row39 col40\" >-0.003411</td>\n",
       "      <td id=\"T_234ea_row39_col41\" class=\"data row39 col41\" >-0.001477</td>\n",
       "      <td id=\"T_234ea_row39_col42\" class=\"data row39 col42\" >-0.002741</td>\n",
       "      <td id=\"T_234ea_row39_col43\" class=\"data row39 col43\" >-0.000826</td>\n",
       "      <td id=\"T_234ea_row39_col44\" class=\"data row39 col44\" >-0.000826</td>\n",
       "      <td id=\"T_234ea_row39_col45\" class=\"data row39 col45\" >-0.009726</td>\n",
       "      <td id=\"T_234ea_row39_col46\" class=\"data row39 col46\" >-0.001523</td>\n",
       "      <td id=\"T_234ea_row39_col47\" class=\"data row39 col47\" >-0.016892</td>\n",
       "      <td id=\"T_234ea_row39_col48\" class=\"data row39 col48\" >-0.008987</td>\n",
       "      <td id=\"T_234ea_row39_col49\" class=\"data row39 col49\" >-0.001652</td>\n",
       "      <td id=\"T_234ea_row39_col50\" class=\"data row39 col50\" >-0.002395</td>\n",
       "      <td id=\"T_234ea_row39_col51\" class=\"data row39 col51\" >-0.002217</td>\n",
       "      <td id=\"T_234ea_row39_col52\" class=\"data row39 col52\" >-0.000522</td>\n",
       "      <td id=\"T_234ea_row39_col53\" class=\"data row39 col53\" >-0.011449</td>\n",
       "      <td id=\"T_234ea_row39_col54\" class=\"data row39 col54\" >-0.017306</td>\n",
       "      <td id=\"T_234ea_row39_col55\" class=\"data row39 col55\" >-0.001331</td>\n",
       "      <td id=\"T_234ea_row39_col56\" class=\"data row39 col56\" >-0.012713</td>\n",
       "      <td id=\"T_234ea_row39_col57\" class=\"data row39 col57\" >-0.006086</td>\n",
       "      <td id=\"T_234ea_row39_col58\" class=\"data row39 col58\" >-0.008676</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row40\" class=\"row_heading level0 row40\" >skid</th>\n",
       "      <td id=\"T_234ea_row40_col0\" class=\"data row40 col0\" >-0.005245</td>\n",
       "      <td id=\"T_234ea_row40_col1\" class=\"data row40 col1\" >-0.002787</td>\n",
       "      <td id=\"T_234ea_row40_col2\" class=\"data row40 col2\" >-0.004380</td>\n",
       "      <td id=\"T_234ea_row40_col3\" class=\"data row40 col3\" >-0.019379</td>\n",
       "      <td id=\"T_234ea_row40_col4\" class=\"data row40 col4\" >-0.058265</td>\n",
       "      <td id=\"T_234ea_row40_col5\" class=\"data row40 col5\" >-0.004555</td>\n",
       "      <td id=\"T_234ea_row40_col6\" class=\"data row40 col6\" >-0.007744</td>\n",
       "      <td id=\"T_234ea_row40_col7\" class=\"data row40 col7\" >-0.002155</td>\n",
       "      <td id=\"T_234ea_row40_col8\" class=\"data row40 col8\" >-0.001866</td>\n",
       "      <td id=\"T_234ea_row40_col9\" class=\"data row40 col9\" >-0.000681</td>\n",
       "      <td id=\"T_234ea_row40_col10\" class=\"data row40 col10\" >-0.005823</td>\n",
       "      <td id=\"T_234ea_row40_col11\" class=\"data row40 col11\" >-0.004152</td>\n",
       "      <td id=\"T_234ea_row40_col12\" class=\"data row40 col12\" >-0.006744</td>\n",
       "      <td id=\"T_234ea_row40_col13\" class=\"data row40 col13\" >-0.007927</td>\n",
       "      <td id=\"T_234ea_row40_col14\" class=\"data row40 col14\" >-0.012752</td>\n",
       "      <td id=\"T_234ea_row40_col15\" class=\"data row40 col15\" >-0.011049</td>\n",
       "      <td id=\"T_234ea_row40_col16\" class=\"data row40 col16\" >-0.005903</td>\n",
       "      <td id=\"T_234ea_row40_col17\" class=\"data row40 col17\" >-0.004345</td>\n",
       "      <td id=\"T_234ea_row40_col18\" class=\"data row40 col18\" >-0.009292</td>\n",
       "      <td id=\"T_234ea_row40_col19\" class=\"data row40 col19\" >-0.002551</td>\n",
       "      <td id=\"T_234ea_row40_col20\" class=\"data row40 col20\" >-0.006917</td>\n",
       "      <td id=\"T_234ea_row40_col21\" class=\"data row40 col21\" >-0.008252</td>\n",
       "      <td id=\"T_234ea_row40_col22\" class=\"data row40 col22\" >-0.007557</td>\n",
       "      <td id=\"T_234ea_row40_col23\" class=\"data row40 col23\" >-0.002410</td>\n",
       "      <td id=\"T_234ea_row40_col24\" class=\"data row40 col24\" >-0.004372</td>\n",
       "      <td id=\"T_234ea_row40_col25\" class=\"data row40 col25\" >-0.008635</td>\n",
       "      <td id=\"T_234ea_row40_col26\" class=\"data row40 col26\" >-0.002684</td>\n",
       "      <td id=\"T_234ea_row40_col27\" class=\"data row40 col27\" >-0.022341</td>\n",
       "      <td id=\"T_234ea_row40_col28\" class=\"data row40 col28\" >-0.002361</td>\n",
       "      <td id=\"T_234ea_row40_col29\" class=\"data row40 col29\" >-0.011104</td>\n",
       "      <td id=\"T_234ea_row40_col30\" class=\"data row40 col30\" >-0.020099</td>\n",
       "      <td id=\"T_234ea_row40_col31\" class=\"data row40 col31\" >-0.002209</td>\n",
       "      <td id=\"T_234ea_row40_col32\" class=\"data row40 col32\" >-0.012122</td>\n",
       "      <td id=\"T_234ea_row40_col33\" class=\"data row40 col33\" >-0.008649</td>\n",
       "      <td id=\"T_234ea_row40_col34\" class=\"data row40 col34\" >-0.014534</td>\n",
       "      <td id=\"T_234ea_row40_col35\" class=\"data row40 col35\" >-0.004009</td>\n",
       "      <td id=\"T_234ea_row40_col36\" class=\"data row40 col36\" >-0.001866</td>\n",
       "      <td id=\"T_234ea_row40_col37\" class=\"data row40 col37\" >-0.013663</td>\n",
       "      <td id=\"T_234ea_row40_col38\" class=\"data row40 col38\" >-0.004398</td>\n",
       "      <td id=\"T_234ea_row40_col39\" class=\"data row40 col39\" >-0.003411</td>\n",
       "      <td id=\"T_234ea_row40_col40\" class=\"data row40 col40\" >1.000000</td>\n",
       "      <td id=\"T_234ea_row40_col41\" class=\"data row40 col41\" >-0.001928</td>\n",
       "      <td id=\"T_234ea_row40_col42\" class=\"data row40 col42\" >-0.003578</td>\n",
       "      <td id=\"T_234ea_row40_col43\" class=\"data row40 col43\" >-0.001077</td>\n",
       "      <td id=\"T_234ea_row40_col44\" class=\"data row40 col44\" >-0.001077</td>\n",
       "      <td id=\"T_234ea_row40_col45\" class=\"data row40 col45\" >-0.012693</td>\n",
       "      <td id=\"T_234ea_row40_col46\" class=\"data row40 col46\" >-0.001987</td>\n",
       "      <td id=\"T_234ea_row40_col47\" class=\"data row40 col47\" >-0.022045</td>\n",
       "      <td id=\"T_234ea_row40_col48\" class=\"data row40 col48\" >-0.011729</td>\n",
       "      <td id=\"T_234ea_row40_col49\" class=\"data row40 col49\" >-0.002155</td>\n",
       "      <td id=\"T_234ea_row40_col50\" class=\"data row40 col50\" >-0.003125</td>\n",
       "      <td id=\"T_234ea_row40_col51\" class=\"data row40 col51\" >-0.002893</td>\n",
       "      <td id=\"T_234ea_row40_col52\" class=\"data row40 col52\" >-0.000681</td>\n",
       "      <td id=\"T_234ea_row40_col53\" class=\"data row40 col53\" >-0.014941</td>\n",
       "      <td id=\"T_234ea_row40_col54\" class=\"data row40 col54\" >-0.022585</td>\n",
       "      <td id=\"T_234ea_row40_col55\" class=\"data row40 col55\" >-0.001737</td>\n",
       "      <td id=\"T_234ea_row40_col56\" class=\"data row40 col56\" >-0.016590</td>\n",
       "      <td id=\"T_234ea_row40_col57\" class=\"data row40 col57\" >-0.007942</td>\n",
       "      <td id=\"T_234ea_row40_col58\" class=\"data row40 col58\" >-0.011323</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row41\" class=\"row_heading level0 row41\" >sled</th>\n",
       "      <td id=\"T_234ea_row41_col0\" class=\"data row41 col0\" >-0.011029</td>\n",
       "      <td id=\"T_234ea_row41_col1\" class=\"data row41 col1\" >-0.004162</td>\n",
       "      <td id=\"T_234ea_row41_col2\" class=\"data row41 col2\" >-0.014416</td>\n",
       "      <td id=\"T_234ea_row41_col3\" class=\"data row41 col3\" >-0.012871</td>\n",
       "      <td id=\"T_234ea_row41_col4\" class=\"data row41 col4\" >-0.026810</td>\n",
       "      <td id=\"T_234ea_row41_col5\" class=\"data row41 col5\" >-0.001973</td>\n",
       "      <td id=\"T_234ea_row41_col6\" class=\"data row41 col6\" >-0.003354</td>\n",
       "      <td id=\"T_234ea_row41_col7\" class=\"data row41 col7\" >-0.000933</td>\n",
       "      <td id=\"T_234ea_row41_col8\" class=\"data row41 col8\" >-0.000808</td>\n",
       "      <td id=\"T_234ea_row41_col9\" class=\"data row41 col9\" >-0.000295</td>\n",
       "      <td id=\"T_234ea_row41_col10\" class=\"data row41 col10\" >-0.002522</td>\n",
       "      <td id=\"T_234ea_row41_col11\" class=\"data row41 col11\" >-0.001798</td>\n",
       "      <td id=\"T_234ea_row41_col12\" class=\"data row41 col12\" >-0.002921</td>\n",
       "      <td id=\"T_234ea_row41_col13\" class=\"data row41 col13\" >-0.003433</td>\n",
       "      <td id=\"T_234ea_row41_col14\" class=\"data row41 col14\" >-0.005522</td>\n",
       "      <td id=\"T_234ea_row41_col15\" class=\"data row41 col15\" >-0.004785</td>\n",
       "      <td id=\"T_234ea_row41_col16\" class=\"data row41 col16\" >-0.002557</td>\n",
       "      <td id=\"T_234ea_row41_col17\" class=\"data row41 col17\" >-0.001882</td>\n",
       "      <td id=\"T_234ea_row41_col18\" class=\"data row41 col18\" >-0.004024</td>\n",
       "      <td id=\"T_234ea_row41_col19\" class=\"data row41 col19\" >-0.001105</td>\n",
       "      <td id=\"T_234ea_row41_col20\" class=\"data row41 col20\" >-0.002996</td>\n",
       "      <td id=\"T_234ea_row41_col21\" class=\"data row41 col21\" >-0.003574</td>\n",
       "      <td id=\"T_234ea_row41_col22\" class=\"data row41 col22\" >-0.003273</td>\n",
       "      <td id=\"T_234ea_row41_col23\" class=\"data row41 col23\" >-0.001044</td>\n",
       "      <td id=\"T_234ea_row41_col24\" class=\"data row41 col24\" >-0.001893</td>\n",
       "      <td id=\"T_234ea_row41_col25\" class=\"data row41 col25\" >-0.003740</td>\n",
       "      <td id=\"T_234ea_row41_col26\" class=\"data row41 col26\" >-0.001163</td>\n",
       "      <td id=\"T_234ea_row41_col27\" class=\"data row41 col27\" >-0.009676</td>\n",
       "      <td id=\"T_234ea_row41_col28\" class=\"data row41 col28\" >-0.001023</td>\n",
       "      <td id=\"T_234ea_row41_col29\" class=\"data row41 col29\" >-0.004809</td>\n",
       "      <td id=\"T_234ea_row41_col30\" class=\"data row41 col30\" >-0.008705</td>\n",
       "      <td id=\"T_234ea_row41_col31\" class=\"data row41 col31\" >-0.000957</td>\n",
       "      <td id=\"T_234ea_row41_col32\" class=\"data row41 col32\" >-0.005250</td>\n",
       "      <td id=\"T_234ea_row41_col33\" class=\"data row41 col33\" >-0.003746</td>\n",
       "      <td id=\"T_234ea_row41_col34\" class=\"data row41 col34\" >-0.006294</td>\n",
       "      <td id=\"T_234ea_row41_col35\" class=\"data row41 col35\" >-0.001736</td>\n",
       "      <td id=\"T_234ea_row41_col36\" class=\"data row41 col36\" >-0.000808</td>\n",
       "      <td id=\"T_234ea_row41_col37\" class=\"data row41 col37\" >-0.005917</td>\n",
       "      <td id=\"T_234ea_row41_col38\" class=\"data row41 col38\" >-0.001905</td>\n",
       "      <td id=\"T_234ea_row41_col39\" class=\"data row41 col39\" >-0.001477</td>\n",
       "      <td id=\"T_234ea_row41_col40\" class=\"data row41 col40\" >-0.001928</td>\n",
       "      <td id=\"T_234ea_row41_col41\" class=\"data row41 col41\" >1.000000</td>\n",
       "      <td id=\"T_234ea_row41_col42\" class=\"data row41 col42\" >-0.001549</td>\n",
       "      <td id=\"T_234ea_row41_col43\" class=\"data row41 col43\" >-0.000467</td>\n",
       "      <td id=\"T_234ea_row41_col44\" class=\"data row41 col44\" >-0.000467</td>\n",
       "      <td id=\"T_234ea_row41_col45\" class=\"data row41 col45\" >-0.005497</td>\n",
       "      <td id=\"T_234ea_row41_col46\" class=\"data row41 col46\" >-0.000861</td>\n",
       "      <td id=\"T_234ea_row41_col47\" class=\"data row41 col47\" >-0.009547</td>\n",
       "      <td id=\"T_234ea_row41_col48\" class=\"data row41 col48\" >-0.005079</td>\n",
       "      <td id=\"T_234ea_row41_col49\" class=\"data row41 col49\" >-0.000933</td>\n",
       "      <td id=\"T_234ea_row41_col50\" class=\"data row41 col50\" >-0.001354</td>\n",
       "      <td id=\"T_234ea_row41_col51\" class=\"data row41 col51\" >-0.001253</td>\n",
       "      <td id=\"T_234ea_row41_col52\" class=\"data row41 col52\" >-0.000295</td>\n",
       "      <td id=\"T_234ea_row41_col53\" class=\"data row41 col53\" >-0.006471</td>\n",
       "      <td id=\"T_234ea_row41_col54\" class=\"data row41 col54\" >-0.009781</td>\n",
       "      <td id=\"T_234ea_row41_col55\" class=\"data row41 col55\" >-0.000752</td>\n",
       "      <td id=\"T_234ea_row41_col56\" class=\"data row41 col56\" >-0.007185</td>\n",
       "      <td id=\"T_234ea_row41_col57\" class=\"data row41 col57\" >-0.003439</td>\n",
       "      <td id=\"T_234ea_row41_col58\" class=\"data row41 col58\" >-0.004904</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row42\" class=\"row_heading level0 row42\" >snork</th>\n",
       "      <td id=\"T_234ea_row42_col0\" class=\"data row42 col0\" >-0.021498</td>\n",
       "      <td id=\"T_234ea_row42_col1\" class=\"data row42 col1\" >-0.015412</td>\n",
       "      <td id=\"T_234ea_row42_col2\" class=\"data row42 col2\" >-0.016938</td>\n",
       "      <td id=\"T_234ea_row42_col3\" class=\"data row42 col3\" >-0.022358</td>\n",
       "      <td id=\"T_234ea_row42_col4\" class=\"data row42 col4\" >-0.046246</td>\n",
       "      <td id=\"T_234ea_row42_col5\" class=\"data row42 col5\" >-0.003661</td>\n",
       "      <td id=\"T_234ea_row42_col6\" class=\"data row42 col6\" >-0.006225</td>\n",
       "      <td id=\"T_234ea_row42_col7\" class=\"data row42 col7\" >-0.001733</td>\n",
       "      <td id=\"T_234ea_row42_col8\" class=\"data row42 col8\" >-0.001500</td>\n",
       "      <td id=\"T_234ea_row42_col9\" class=\"data row42 col9\" >-0.000548</td>\n",
       "      <td id=\"T_234ea_row42_col10\" class=\"data row42 col10\" >-0.004680</td>\n",
       "      <td id=\"T_234ea_row42_col11\" class=\"data row42 col11\" >-0.003337</td>\n",
       "      <td id=\"T_234ea_row42_col12\" class=\"data row42 col12\" >-0.005421</td>\n",
       "      <td id=\"T_234ea_row42_col13\" class=\"data row42 col13\" >-0.006371</td>\n",
       "      <td id=\"T_234ea_row42_col14\" class=\"data row42 col14\" >-0.010249</td>\n",
       "      <td id=\"T_234ea_row42_col15\" class=\"data row42 col15\" >-0.008881</td>\n",
       "      <td id=\"T_234ea_row42_col16\" class=\"data row42 col16\" >-0.004745</td>\n",
       "      <td id=\"T_234ea_row42_col17\" class=\"data row42 col17\" >-0.003492</td>\n",
       "      <td id=\"T_234ea_row42_col18\" class=\"data row42 col18\" >-0.007469</td>\n",
       "      <td id=\"T_234ea_row42_col19\" class=\"data row42 col19\" >-0.002050</td>\n",
       "      <td id=\"T_234ea_row42_col20\" class=\"data row42 col20\" >-0.005560</td>\n",
       "      <td id=\"T_234ea_row42_col21\" class=\"data row42 col21\" >-0.006633</td>\n",
       "      <td id=\"T_234ea_row42_col22\" class=\"data row42 col22\" >-0.006074</td>\n",
       "      <td id=\"T_234ea_row42_col23\" class=\"data row42 col23\" >-0.001937</td>\n",
       "      <td id=\"T_234ea_row42_col24\" class=\"data row42 col24\" >-0.003514</td>\n",
       "      <td id=\"T_234ea_row42_col25\" class=\"data row42 col25\" >-0.006940</td>\n",
       "      <td id=\"T_234ea_row42_col26\" class=\"data row42 col26\" >-0.002158</td>\n",
       "      <td id=\"T_234ea_row42_col27\" class=\"data row42 col27\" >-0.017957</td>\n",
       "      <td id=\"T_234ea_row42_col28\" class=\"data row42 col28\" >-0.001898</td>\n",
       "      <td id=\"T_234ea_row42_col29\" class=\"data row42 col29\" >-0.008925</td>\n",
       "      <td id=\"T_234ea_row42_col30\" class=\"data row42 col30\" >-0.016155</td>\n",
       "      <td id=\"T_234ea_row42_col31\" class=\"data row42 col31\" >-0.001775</td>\n",
       "      <td id=\"T_234ea_row42_col32\" class=\"data row42 col32\" >-0.009744</td>\n",
       "      <td id=\"T_234ea_row42_col33\" class=\"data row42 col33\" >-0.006952</td>\n",
       "      <td id=\"T_234ea_row42_col34\" class=\"data row42 col34\" >-0.011682</td>\n",
       "      <td id=\"T_234ea_row42_col35\" class=\"data row42 col35\" >-0.003222</td>\n",
       "      <td id=\"T_234ea_row42_col36\" class=\"data row42 col36\" >-0.001500</td>\n",
       "      <td id=\"T_234ea_row42_col37\" class=\"data row42 col37\" >-0.010982</td>\n",
       "      <td id=\"T_234ea_row42_col38\" class=\"data row42 col38\" >-0.003535</td>\n",
       "      <td id=\"T_234ea_row42_col39\" class=\"data row42 col39\" >-0.002741</td>\n",
       "      <td id=\"T_234ea_row42_col40\" class=\"data row42 col40\" >-0.003578</td>\n",
       "      <td id=\"T_234ea_row42_col41\" class=\"data row42 col41\" >-0.001549</td>\n",
       "      <td id=\"T_234ea_row42_col42\" class=\"data row42 col42\" >1.000000</td>\n",
       "      <td id=\"T_234ea_row42_col43\" class=\"data row42 col43\" >-0.000866</td>\n",
       "      <td id=\"T_234ea_row42_col44\" class=\"data row42 col44\" >-0.000866</td>\n",
       "      <td id=\"T_234ea_row42_col45\" class=\"data row42 col45\" >-0.010202</td>\n",
       "      <td id=\"T_234ea_row42_col46\" class=\"data row42 col46\" >-0.001597</td>\n",
       "      <td id=\"T_234ea_row42_col47\" class=\"data row42 col47\" >-0.017719</td>\n",
       "      <td id=\"T_234ea_row42_col48\" class=\"data row42 col48\" >-0.009427</td>\n",
       "      <td id=\"T_234ea_row42_col49\" class=\"data row42 col49\" >-0.001733</td>\n",
       "      <td id=\"T_234ea_row42_col50\" class=\"data row42 col50\" >-0.002512</td>\n",
       "      <td id=\"T_234ea_row42_col51\" class=\"data row42 col51\" >-0.002325</td>\n",
       "      <td id=\"T_234ea_row42_col52\" class=\"data row42 col52\" >-0.000548</td>\n",
       "      <td id=\"T_234ea_row42_col53\" class=\"data row42 col53\" >-0.012009</td>\n",
       "      <td id=\"T_234ea_row42_col54\" class=\"data row42 col54\" >-0.018153</td>\n",
       "      <td id=\"T_234ea_row42_col55\" class=\"data row42 col55\" >-0.001397</td>\n",
       "      <td id=\"T_234ea_row42_col56\" class=\"data row42 col56\" >-0.013335</td>\n",
       "      <td id=\"T_234ea_row42_col57\" class=\"data row42 col57\" >-0.006383</td>\n",
       "      <td id=\"T_234ea_row42_col58\" class=\"data row42 col58\" >-0.009101</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row43\" class=\"row_heading level0 row43\" >snowbrd</th>\n",
       "      <td id=\"T_234ea_row43_col0\" class=\"data row43 col0\" >0.014759</td>\n",
       "      <td id=\"T_234ea_row43_col1\" class=\"data row43 col1\" >0.004856</td>\n",
       "      <td id=\"T_234ea_row43_col2\" class=\"data row43 col2\" >0.003971</td>\n",
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       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row44\" class=\"row_heading level0 row44\" >socc</th>\n",
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       "      <td id=\"T_234ea_row44_col44\" class=\"data row44 col44\" >1.000000</td>\n",
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       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row45\" class=\"row_heading level0 row45\" >spade</th>\n",
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       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row46\" class=\"row_heading level0 row46\" >squash</th>\n",
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       "      <td id=\"T_234ea_row46_col28\" class=\"data row46 col28\" >-0.001054</td>\n",
       "      <td id=\"T_234ea_row46_col29\" class=\"data row46 col29\" >-0.004957</td>\n",
       "      <td id=\"T_234ea_row46_col30\" class=\"data row46 col30\" >-0.008973</td>\n",
       "      <td id=\"T_234ea_row46_col31\" class=\"data row46 col31\" >-0.000986</td>\n",
       "      <td id=\"T_234ea_row46_col32\" class=\"data row46 col32\" >-0.005412</td>\n",
       "      <td id=\"T_234ea_row46_col33\" class=\"data row46 col33\" >-0.003861</td>\n",
       "      <td id=\"T_234ea_row46_col34\" class=\"data row46 col34\" >-0.006488</td>\n",
       "      <td id=\"T_234ea_row46_col35\" class=\"data row46 col35\" >-0.001790</td>\n",
       "      <td id=\"T_234ea_row46_col36\" class=\"data row46 col36\" >-0.000833</td>\n",
       "      <td id=\"T_234ea_row46_col37\" class=\"data row46 col37\" >-0.006099</td>\n",
       "      <td id=\"T_234ea_row46_col38\" class=\"data row46 col38\" >-0.001963</td>\n",
       "      <td id=\"T_234ea_row46_col39\" class=\"data row46 col39\" >-0.001523</td>\n",
       "      <td id=\"T_234ea_row46_col40\" class=\"data row46 col40\" >-0.001987</td>\n",
       "      <td id=\"T_234ea_row46_col41\" class=\"data row46 col41\" >-0.000861</td>\n",
       "      <td id=\"T_234ea_row46_col42\" class=\"data row46 col42\" >-0.001597</td>\n",
       "      <td id=\"T_234ea_row46_col43\" class=\"data row46 col43\" >-0.000481</td>\n",
       "      <td id=\"T_234ea_row46_col44\" class=\"data row46 col44\" >-0.000481</td>\n",
       "      <td id=\"T_234ea_row46_col45\" class=\"data row46 col45\" >-0.005666</td>\n",
       "      <td id=\"T_234ea_row46_col46\" class=\"data row46 col46\" >1.000000</td>\n",
       "      <td id=\"T_234ea_row46_col47\" class=\"data row46 col47\" >-0.009841</td>\n",
       "      <td id=\"T_234ea_row46_col48\" class=\"data row46 col48\" >-0.005236</td>\n",
       "      <td id=\"T_234ea_row46_col49\" class=\"data row46 col49\" >-0.000962</td>\n",
       "      <td id=\"T_234ea_row46_col50\" class=\"data row46 col50\" >-0.001395</td>\n",
       "      <td id=\"T_234ea_row46_col51\" class=\"data row46 col51\" >-0.001292</td>\n",
       "      <td id=\"T_234ea_row46_col52\" class=\"data row46 col52\" >-0.000304</td>\n",
       "      <td id=\"T_234ea_row46_col53\" class=\"data row46 col53\" >-0.006670</td>\n",
       "      <td id=\"T_234ea_row46_col54\" class=\"data row46 col54\" >-0.010082</td>\n",
       "      <td id=\"T_234ea_row46_col55\" class=\"data row46 col55\" >-0.000776</td>\n",
       "      <td id=\"T_234ea_row46_col56\" class=\"data row46 col56\" >-0.007406</td>\n",
       "      <td id=\"T_234ea_row46_col57\" class=\"data row46 col57\" >-0.003545</td>\n",
       "      <td id=\"T_234ea_row46_col58\" class=\"data row46 col58\" >-0.005055</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row47\" class=\"row_heading level0 row47\" >stairs</th>\n",
       "      <td id=\"T_234ea_row47_col0\" class=\"data row47 col0\" >0.033350</td>\n",
       "      <td id=\"T_234ea_row47_col1\" class=\"data row47 col1\" >0.014674</td>\n",
       "      <td id=\"T_234ea_row47_col2\" class=\"data row47 col2\" >0.027882</td>\n",
       "      <td id=\"T_234ea_row47_col3\" class=\"data row47 col3\" >-0.098160</td>\n",
       "      <td id=\"T_234ea_row47_col4\" class=\"data row47 col4\" >0.394293</td>\n",
       "      <td id=\"T_234ea_row47_col5\" class=\"data row47 col5\" >-0.022560</td>\n",
       "      <td id=\"T_234ea_row47_col6\" class=\"data row47 col6\" >-0.038354</td>\n",
       "      <td id=\"T_234ea_row47_col7\" class=\"data row47 col7\" >-0.010675</td>\n",
       "      <td id=\"T_234ea_row47_col8\" class=\"data row47 col8\" >-0.009244</td>\n",
       "      <td id=\"T_234ea_row47_col9\" class=\"data row47 col9\" >-0.003374</td>\n",
       "      <td id=\"T_234ea_row47_col10\" class=\"data row47 col10\" >-0.028838</td>\n",
       "      <td id=\"T_234ea_row47_col11\" class=\"data row47 col11\" >-0.020563</td>\n",
       "      <td id=\"T_234ea_row47_col12\" class=\"data row47 col12\" >-0.033399</td>\n",
       "      <td id=\"T_234ea_row47_col13\" class=\"data row47 col13\" >-0.039258</td>\n",
       "      <td id=\"T_234ea_row47_col14\" class=\"data row47 col14\" >-0.063153</td>\n",
       "      <td id=\"T_234ea_row47_col15\" class=\"data row47 col15\" >-0.054719</td>\n",
       "      <td id=\"T_234ea_row47_col16\" class=\"data row47 col16\" >-0.029236</td>\n",
       "      <td id=\"T_234ea_row47_col17\" class=\"data row47 col17\" >-0.021517</td>\n",
       "      <td id=\"T_234ea_row47_col18\" class=\"data row47 col18\" >-0.046020</td>\n",
       "      <td id=\"T_234ea_row47_col19\" class=\"data row47 col19\" >-0.012634</td>\n",
       "      <td id=\"T_234ea_row47_col20\" class=\"data row47 col20\" >-0.034258</td>\n",
       "      <td id=\"T_234ea_row47_col21\" class=\"data row47 col21\" >-0.040867</td>\n",
       "      <td id=\"T_234ea_row47_col22\" class=\"data row47 col22\" >-0.037428</td>\n",
       "      <td id=\"T_234ea_row47_col23\" class=\"data row47 col23\" >-0.011937</td>\n",
       "      <td id=\"T_234ea_row47_col24\" class=\"data row47 col24\" >-0.021650</td>\n",
       "      <td id=\"T_234ea_row47_col25\" class=\"data row47 col25\" >-0.042764</td>\n",
       "      <td id=\"T_234ea_row47_col26\" class=\"data row47 col26\" >-0.013294</td>\n",
       "      <td id=\"T_234ea_row47_col27\" class=\"data row47 col27\" >-0.110646</td>\n",
       "      <td id=\"T_234ea_row47_col28\" class=\"data row47 col28\" >-0.011695</td>\n",
       "      <td id=\"T_234ea_row47_col29\" class=\"data row47 col29\" >-0.054993</td>\n",
       "      <td id=\"T_234ea_row47_col30\" class=\"data row47 col30\" >-0.099543</td>\n",
       "      <td id=\"T_234ea_row47_col31\" class=\"data row47 col31\" >-0.010939</td>\n",
       "      <td id=\"T_234ea_row47_col32\" class=\"data row47 col32\" >-0.060036</td>\n",
       "      <td id=\"T_234ea_row47_col33\" class=\"data row47 col33\" >-0.042833</td>\n",
       "      <td id=\"T_234ea_row47_col34\" class=\"data row47 col34\" >-0.071979</td>\n",
       "      <td id=\"T_234ea_row47_col35\" class=\"data row47 col35\" >-0.019854</td>\n",
       "      <td id=\"T_234ea_row47_col36\" class=\"data row47 col36\" >-0.009244</td>\n",
       "      <td id=\"T_234ea_row47_col37\" class=\"data row47 col37\" >-0.067664</td>\n",
       "      <td id=\"T_234ea_row47_col38\" class=\"data row47 col38\" >-0.021783</td>\n",
       "      <td id=\"T_234ea_row47_col39\" class=\"data row47 col39\" >-0.016892</td>\n",
       "      <td id=\"T_234ea_row47_col40\" class=\"data row47 col40\" >-0.022045</td>\n",
       "      <td id=\"T_234ea_row47_col41\" class=\"data row47 col41\" >-0.009547</td>\n",
       "      <td id=\"T_234ea_row47_col42\" class=\"data row47 col42\" >-0.017719</td>\n",
       "      <td id=\"T_234ea_row47_col43\" class=\"data row47 col43\" >-0.005335</td>\n",
       "      <td id=\"T_234ea_row47_col44\" class=\"data row47 col44\" >-0.005335</td>\n",
       "      <td id=\"T_234ea_row47_col45\" class=\"data row47 col45\" >-0.062862</td>\n",
       "      <td id=\"T_234ea_row47_col46\" class=\"data row47 col46\" >-0.009841</td>\n",
       "      <td id=\"T_234ea_row47_col47\" class=\"data row47 col47\" >1.000000</td>\n",
       "      <td id=\"T_234ea_row47_col48\" class=\"data row47 col48\" >-0.058086</td>\n",
       "      <td id=\"T_234ea_row47_col49\" class=\"data row47 col49\" >-0.010675</td>\n",
       "      <td id=\"T_234ea_row47_col50\" class=\"data row47 col50\" >-0.015479</td>\n",
       "      <td id=\"T_234ea_row47_col51\" class=\"data row47 col51\" >-0.014328</td>\n",
       "      <td id=\"T_234ea_row47_col52\" class=\"data row47 col52\" >-0.003374</td>\n",
       "      <td id=\"T_234ea_row47_col53\" class=\"data row47 col53\" >-0.073995</td>\n",
       "      <td id=\"T_234ea_row47_col54\" class=\"data row47 col54\" >-0.111851</td>\n",
       "      <td id=\"T_234ea_row47_col55\" class=\"data row47 col55\" >-0.008605</td>\n",
       "      <td id=\"T_234ea_row47_col56\" class=\"data row47 col56\" >-0.082165</td>\n",
       "      <td id=\"T_234ea_row47_col57\" class=\"data row47 col57\" >-0.039333</td>\n",
       "      <td id=\"T_234ea_row47_col58\" class=\"data row47 col58\" >-0.056077</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row48\" class=\"row_heading level0 row48\" >swim</th>\n",
       "      <td id=\"T_234ea_row48_col0\" class=\"data row48 col0\" >-0.053792</td>\n",
       "      <td id=\"T_234ea_row48_col1\" class=\"data row48 col1\" >-0.037128</td>\n",
       "      <td id=\"T_234ea_row48_col2\" class=\"data row48 col2\" >-0.052581</td>\n",
       "      <td id=\"T_234ea_row48_col3\" class=\"data row48 col3\" >-0.053255</td>\n",
       "      <td id=\"T_234ea_row48_col4\" class=\"data row48 col4\" >-0.087707</td>\n",
       "      <td id=\"T_234ea_row48_col5\" class=\"data row48 col5\" >-0.012003</td>\n",
       "      <td id=\"T_234ea_row48_col6\" class=\"data row48 col6\" >-0.020406</td>\n",
       "      <td id=\"T_234ea_row48_col7\" class=\"data row48 col7\" >-0.005680</td>\n",
       "      <td id=\"T_234ea_row48_col8\" class=\"data row48 col8\" >-0.004918</td>\n",
       "      <td id=\"T_234ea_row48_col9\" class=\"data row48 col9\" >-0.001795</td>\n",
       "      <td id=\"T_234ea_row48_col10\" class=\"data row48 col10\" >-0.015343</td>\n",
       "      <td id=\"T_234ea_row48_col11\" class=\"data row48 col11\" >-0.010940</td>\n",
       "      <td id=\"T_234ea_row48_col12\" class=\"data row48 col12\" >-0.017770</td>\n",
       "      <td id=\"T_234ea_row48_col13\" class=\"data row48 col13\" >-0.020887</td>\n",
       "      <td id=\"T_234ea_row48_col14\" class=\"data row48 col14\" >-0.033600</td>\n",
       "      <td id=\"T_234ea_row48_col15\" class=\"data row48 col15\" >-0.029113</td>\n",
       "      <td id=\"T_234ea_row48_col16\" class=\"data row48 col16\" >-0.015555</td>\n",
       "      <td id=\"T_234ea_row48_col17\" class=\"data row48 col17\" >-0.011448</td>\n",
       "      <td id=\"T_234ea_row48_col18\" class=\"data row48 col18\" >-0.024484</td>\n",
       "      <td id=\"T_234ea_row48_col19\" class=\"data row48 col19\" >-0.006722</td>\n",
       "      <td id=\"T_234ea_row48_col20\" class=\"data row48 col20\" >-0.018227</td>\n",
       "      <td id=\"T_234ea_row48_col21\" class=\"data row48 col21\" >-0.021743</td>\n",
       "      <td id=\"T_234ea_row48_col22\" class=\"data row48 col22\" >-0.019913</td>\n",
       "      <td id=\"T_234ea_row48_col23\" class=\"data row48 col23\" >-0.006351</td>\n",
       "      <td id=\"T_234ea_row48_col24\" class=\"data row48 col24\" >-0.011519</td>\n",
       "      <td id=\"T_234ea_row48_col25\" class=\"data row48 col25\" >-0.022752</td>\n",
       "      <td id=\"T_234ea_row48_col26\" class=\"data row48 col26\" >-0.007073</td>\n",
       "      <td id=\"T_234ea_row48_col27\" class=\"data row48 col27\" >-0.058868</td>\n",
       "      <td id=\"T_234ea_row48_col28\" class=\"data row48 col28\" >-0.006222</td>\n",
       "      <td id=\"T_234ea_row48_col29\" class=\"data row48 col29\" >-0.029258</td>\n",
       "      <td id=\"T_234ea_row48_col30\" class=\"data row48 col30\" >-0.052961</td>\n",
       "      <td id=\"T_234ea_row48_col31\" class=\"data row48 col31\" >-0.005820</td>\n",
       "      <td id=\"T_234ea_row48_col32\" class=\"data row48 col32\" >-0.031941</td>\n",
       "      <td id=\"T_234ea_row48_col33\" class=\"data row48 col33\" >-0.022789</td>\n",
       "      <td id=\"T_234ea_row48_col34\" class=\"data row48 col34\" >-0.038296</td>\n",
       "      <td id=\"T_234ea_row48_col35\" class=\"data row48 col35\" >-0.010563</td>\n",
       "      <td id=\"T_234ea_row48_col36\" class=\"data row48 col36\" >-0.004918</td>\n",
       "      <td id=\"T_234ea_row48_col37\" class=\"data row48 col37\" >-0.036000</td>\n",
       "      <td id=\"T_234ea_row48_col38\" class=\"data row48 col38\" >-0.011589</td>\n",
       "      <td id=\"T_234ea_row48_col39\" class=\"data row48 col39\" >-0.008987</td>\n",
       "      <td id=\"T_234ea_row48_col40\" class=\"data row48 col40\" >-0.011729</td>\n",
       "      <td id=\"T_234ea_row48_col41\" class=\"data row48 col41\" >-0.005079</td>\n",
       "      <td id=\"T_234ea_row48_col42\" class=\"data row48 col42\" >-0.009427</td>\n",
       "      <td id=\"T_234ea_row48_col43\" class=\"data row48 col43\" >-0.002839</td>\n",
       "      <td id=\"T_234ea_row48_col44\" class=\"data row48 col44\" >-0.002839</td>\n",
       "      <td id=\"T_234ea_row48_col45\" class=\"data row48 col45\" >-0.033445</td>\n",
       "      <td id=\"T_234ea_row48_col46\" class=\"data row48 col46\" >-0.005236</td>\n",
       "      <td id=\"T_234ea_row48_col47\" class=\"data row48 col47\" >-0.058086</td>\n",
       "      <td id=\"T_234ea_row48_col48\" class=\"data row48 col48\" >1.000000</td>\n",
       "      <td id=\"T_234ea_row48_col49\" class=\"data row48 col49\" >-0.005680</td>\n",
       "      <td id=\"T_234ea_row48_col50\" class=\"data row48 col50\" >-0.008235</td>\n",
       "      <td id=\"T_234ea_row48_col51\" class=\"data row48 col51\" >-0.007623</td>\n",
       "      <td id=\"T_234ea_row48_col52\" class=\"data row48 col52\" >-0.001795</td>\n",
       "      <td id=\"T_234ea_row48_col53\" class=\"data row48 col53\" >-0.039368</td>\n",
       "      <td id=\"T_234ea_row48_col54\" class=\"data row48 col54\" >-0.059509</td>\n",
       "      <td id=\"T_234ea_row48_col55\" class=\"data row48 col55\" >-0.004578</td>\n",
       "      <td id=\"T_234ea_row48_col56\" class=\"data row48 col56\" >-0.043715</td>\n",
       "      <td id=\"T_234ea_row48_col57\" class=\"data row48 col57\" >-0.020926</td>\n",
       "      <td id=\"T_234ea_row48_col58\" class=\"data row48 col58\" >-0.029835</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row49\" class=\"row_heading level0 row49\" >table</th>\n",
       "      <td id=\"T_234ea_row49_col0\" class=\"data row49 col0\" >-0.001623</td>\n",
       "      <td id=\"T_234ea_row49_col1\" class=\"data row49 col1\" >-0.000735</td>\n",
       "      <td id=\"T_234ea_row49_col2\" class=\"data row49 col2\" >-0.009880</td>\n",
       "      <td id=\"T_234ea_row49_col3\" class=\"data row49 col3\" >-0.012439</td>\n",
       "      <td id=\"T_234ea_row49_col4\" class=\"data row49 col4\" >-0.022504</td>\n",
       "      <td id=\"T_234ea_row49_col5\" class=\"data row49 col5\" >-0.002206</td>\n",
       "      <td id=\"T_234ea_row49_col6\" class=\"data row49 col6\" >-0.003750</td>\n",
       "      <td id=\"T_234ea_row49_col7\" class=\"data row49 col7\" >-0.001044</td>\n",
       "      <td id=\"T_234ea_row49_col8\" class=\"data row49 col8\" >-0.000904</td>\n",
       "      <td id=\"T_234ea_row49_col9\" class=\"data row49 col9\" >-0.000330</td>\n",
       "      <td id=\"T_234ea_row49_col10\" class=\"data row49 col10\" >-0.002820</td>\n",
       "      <td id=\"T_234ea_row49_col11\" class=\"data row49 col11\" >-0.002011</td>\n",
       "      <td id=\"T_234ea_row49_col12\" class=\"data row49 col12\" >-0.003266</td>\n",
       "      <td id=\"T_234ea_row49_col13\" class=\"data row49 col13\" >-0.003839</td>\n",
       "      <td id=\"T_234ea_row49_col14\" class=\"data row49 col14\" >-0.006175</td>\n",
       "      <td id=\"T_234ea_row49_col15\" class=\"data row49 col15\" >-0.005350</td>\n",
       "      <td id=\"T_234ea_row49_col16\" class=\"data row49 col16\" >-0.002859</td>\n",
       "      <td id=\"T_234ea_row49_col17\" class=\"data row49 col17\" >-0.002104</td>\n",
       "      <td id=\"T_234ea_row49_col18\" class=\"data row49 col18\" >-0.004500</td>\n",
       "      <td id=\"T_234ea_row49_col19\" class=\"data row49 col19\" >-0.001235</td>\n",
       "      <td id=\"T_234ea_row49_col20\" class=\"data row49 col20\" >-0.003350</td>\n",
       "      <td id=\"T_234ea_row49_col21\" class=\"data row49 col21\" >-0.003996</td>\n",
       "      <td id=\"T_234ea_row49_col22\" class=\"data row49 col22\" >-0.003660</td>\n",
       "      <td id=\"T_234ea_row49_col23\" class=\"data row49 col23\" >-0.001167</td>\n",
       "      <td id=\"T_234ea_row49_col24\" class=\"data row49 col24\" >-0.002117</td>\n",
       "      <td id=\"T_234ea_row49_col25\" class=\"data row49 col25\" >-0.004181</td>\n",
       "      <td id=\"T_234ea_row49_col26\" class=\"data row49 col26\" >-0.001300</td>\n",
       "      <td id=\"T_234ea_row49_col27\" class=\"data row49 col27\" >-0.010819</td>\n",
       "      <td id=\"T_234ea_row49_col28\" class=\"data row49 col28\" >-0.001144</td>\n",
       "      <td id=\"T_234ea_row49_col29\" class=\"data row49 col29\" >-0.005377</td>\n",
       "      <td id=\"T_234ea_row49_col30\" class=\"data row49 col30\" >-0.009733</td>\n",
       "      <td id=\"T_234ea_row49_col31\" class=\"data row49 col31\" >-0.001070</td>\n",
       "      <td id=\"T_234ea_row49_col32\" class=\"data row49 col32\" >-0.005870</td>\n",
       "      <td id=\"T_234ea_row49_col33\" class=\"data row49 col33\" >-0.004188</td>\n",
       "      <td id=\"T_234ea_row49_col34\" class=\"data row49 col34\" >-0.007038</td>\n",
       "      <td id=\"T_234ea_row49_col35\" class=\"data row49 col35\" >-0.001941</td>\n",
       "      <td id=\"T_234ea_row49_col36\" class=\"data row49 col36\" >-0.000904</td>\n",
       "      <td id=\"T_234ea_row49_col37\" class=\"data row49 col37\" >-0.006616</td>\n",
       "      <td id=\"T_234ea_row49_col38\" class=\"data row49 col38\" >-0.002130</td>\n",
       "      <td id=\"T_234ea_row49_col39\" class=\"data row49 col39\" >-0.001652</td>\n",
       "      <td id=\"T_234ea_row49_col40\" class=\"data row49 col40\" >-0.002155</td>\n",
       "      <td id=\"T_234ea_row49_col41\" class=\"data row49 col41\" >-0.000933</td>\n",
       "      <td id=\"T_234ea_row49_col42\" class=\"data row49 col42\" >-0.001733</td>\n",
       "      <td id=\"T_234ea_row49_col43\" class=\"data row49 col43\" >-0.000522</td>\n",
       "      <td id=\"T_234ea_row49_col44\" class=\"data row49 col44\" >-0.000522</td>\n",
       "      <td id=\"T_234ea_row49_col45\" class=\"data row49 col45\" >-0.006147</td>\n",
       "      <td id=\"T_234ea_row49_col46\" class=\"data row49 col46\" >-0.000962</td>\n",
       "      <td id=\"T_234ea_row49_col47\" class=\"data row49 col47\" >-0.010675</td>\n",
       "      <td id=\"T_234ea_row49_col48\" class=\"data row49 col48\" >-0.005680</td>\n",
       "      <td id=\"T_234ea_row49_col49\" class=\"data row49 col49\" >1.000000</td>\n",
       "      <td id=\"T_234ea_row49_col50\" class=\"data row49 col50\" >-0.001513</td>\n",
       "      <td id=\"T_234ea_row49_col51\" class=\"data row49 col51\" >-0.001401</td>\n",
       "      <td id=\"T_234ea_row49_col52\" class=\"data row49 col52\" >-0.000330</td>\n",
       "      <td id=\"T_234ea_row49_col53\" class=\"data row49 col53\" >-0.007235</td>\n",
       "      <td id=\"T_234ea_row49_col54\" class=\"data row49 col54\" >-0.010937</td>\n",
       "      <td id=\"T_234ea_row49_col55\" class=\"data row49 col55\" >-0.000841</td>\n",
       "      <td id=\"T_234ea_row49_col56\" class=\"data row49 col56\" >-0.008034</td>\n",
       "      <td id=\"T_234ea_row49_col57\" class=\"data row49 col57\" >-0.003846</td>\n",
       "      <td id=\"T_234ea_row49_col58\" class=\"data row49 col58\" >-0.005483</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row50\" class=\"row_heading level0 row50\" >tennd</th>\n",
       "      <td id=\"T_234ea_row50_col0\" class=\"data row50 col0\" >0.018081</td>\n",
       "      <td id=\"T_234ea_row50_col1\" class=\"data row50 col1\" >0.005428</td>\n",
       "      <td id=\"T_234ea_row50_col2\" class=\"data row50 col2\" >-0.012603</td>\n",
       "      <td id=\"T_234ea_row50_col3\" class=\"data row50 col3\" >0.001650</td>\n",
       "      <td id=\"T_234ea_row50_col4\" class=\"data row50 col4\" >-0.021201</td>\n",
       "      <td id=\"T_234ea_row50_col5\" class=\"data row50 col5\" >-0.003198</td>\n",
       "      <td id=\"T_234ea_row50_col6\" class=\"data row50 col6\" >-0.005438</td>\n",
       "      <td id=\"T_234ea_row50_col7\" class=\"data row50 col7\" >-0.001513</td>\n",
       "      <td id=\"T_234ea_row50_col8\" class=\"data row50 col8\" >-0.001311</td>\n",
       "      <td id=\"T_234ea_row50_col9\" class=\"data row50 col9\" >-0.000478</td>\n",
       "      <td id=\"T_234ea_row50_col10\" class=\"data row50 col10\" >-0.004088</td>\n",
       "      <td id=\"T_234ea_row50_col11\" class=\"data row50 col11\" >-0.002915</td>\n",
       "      <td id=\"T_234ea_row50_col12\" class=\"data row50 col12\" >-0.004735</td>\n",
       "      <td id=\"T_234ea_row50_col13\" class=\"data row50 col13\" >-0.005566</td>\n",
       "      <td id=\"T_234ea_row50_col14\" class=\"data row50 col14\" >-0.008954</td>\n",
       "      <td id=\"T_234ea_row50_col15\" class=\"data row50 col15\" >-0.007758</td>\n",
       "      <td id=\"T_234ea_row50_col16\" class=\"data row50 col16\" >-0.004145</td>\n",
       "      <td id=\"T_234ea_row50_col17\" class=\"data row50 col17\" >-0.003051</td>\n",
       "      <td id=\"T_234ea_row50_col18\" class=\"data row50 col18\" >-0.006525</td>\n",
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       "      <td id=\"T_234ea_row50_col22\" class=\"data row50 col22\" >-0.005306</td>\n",
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       "      <td id=\"T_234ea_row50_col24\" class=\"data row50 col24\" >-0.003069</td>\n",
       "      <td id=\"T_234ea_row50_col25\" class=\"data row50 col25\" >-0.006063</td>\n",
       "      <td id=\"T_234ea_row50_col26\" class=\"data row50 col26\" >-0.001885</td>\n",
       "      <td id=\"T_234ea_row50_col27\" class=\"data row50 col27\" >-0.015687</td>\n",
       "      <td id=\"T_234ea_row50_col28\" class=\"data row50 col28\" >-0.001658</td>\n",
       "      <td id=\"T_234ea_row50_col29\" class=\"data row50 col29\" >-0.007797</td>\n",
       "      <td id=\"T_234ea_row50_col30\" class=\"data row50 col30\" >-0.014113</td>\n",
       "      <td id=\"T_234ea_row50_col31\" class=\"data row50 col31\" >-0.001551</td>\n",
       "      <td id=\"T_234ea_row50_col32\" class=\"data row50 col32\" >-0.008512</td>\n",
       "      <td id=\"T_234ea_row50_col33\" class=\"data row50 col33\" >-0.006073</td>\n",
       "      <td id=\"T_234ea_row50_col34\" class=\"data row50 col34\" >-0.010205</td>\n",
       "      <td id=\"T_234ea_row50_col35\" class=\"data row50 col35\" >-0.002815</td>\n",
       "      <td id=\"T_234ea_row50_col36\" class=\"data row50 col36\" >-0.001311</td>\n",
       "      <td id=\"T_234ea_row50_col37\" class=\"data row50 col37\" >-0.009593</td>\n",
       "      <td id=\"T_234ea_row50_col38\" class=\"data row50 col38\" >-0.003088</td>\n",
       "      <td id=\"T_234ea_row50_col39\" class=\"data row50 col39\" >-0.002395</td>\n",
       "      <td id=\"T_234ea_row50_col40\" class=\"data row50 col40\" >-0.003125</td>\n",
       "      <td id=\"T_234ea_row50_col41\" class=\"data row50 col41\" >-0.001354</td>\n",
       "      <td id=\"T_234ea_row50_col42\" class=\"data row50 col42\" >-0.002512</td>\n",
       "      <td id=\"T_234ea_row50_col43\" class=\"data row50 col43\" >-0.000756</td>\n",
       "      <td id=\"T_234ea_row50_col44\" class=\"data row50 col44\" >-0.000756</td>\n",
       "      <td id=\"T_234ea_row50_col45\" class=\"data row50 col45\" >-0.008912</td>\n",
       "      <td id=\"T_234ea_row50_col46\" class=\"data row50 col46\" >-0.001395</td>\n",
       "      <td id=\"T_234ea_row50_col47\" class=\"data row50 col47\" >-0.015479</td>\n",
       "      <td id=\"T_234ea_row50_col48\" class=\"data row50 col48\" >-0.008235</td>\n",
       "      <td id=\"T_234ea_row50_col49\" class=\"data row50 col49\" >-0.001513</td>\n",
       "      <td id=\"T_234ea_row50_col50\" class=\"data row50 col50\" >1.000000</td>\n",
       "      <td id=\"T_234ea_row50_col51\" class=\"data row50 col51\" >-0.002031</td>\n",
       "      <td id=\"T_234ea_row50_col52\" class=\"data row50 col52\" >-0.000478</td>\n",
       "      <td id=\"T_234ea_row50_col53\" class=\"data row50 col53\" >-0.010491</td>\n",
       "      <td id=\"T_234ea_row50_col54\" class=\"data row50 col54\" >-0.015858</td>\n",
       "      <td id=\"T_234ea_row50_col55\" class=\"data row50 col55\" >-0.001220</td>\n",
       "      <td id=\"T_234ea_row50_col56\" class=\"data row50 col56\" >-0.011649</td>\n",
       "      <td id=\"T_234ea_row50_col57\" class=\"data row50 col57\" >-0.005576</td>\n",
       "      <td id=\"T_234ea_row50_col58\" class=\"data row50 col58\" >-0.007950</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row51\" class=\"row_heading level0 row51\" >tenns</th>\n",
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       "      <td id=\"T_234ea_row51_col1\" class=\"data row51 col1\" >0.008364</td>\n",
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       "      <td id=\"T_234ea_row51_col5\" class=\"data row51 col5\" >-0.002961</td>\n",
       "      <td id=\"T_234ea_row51_col6\" class=\"data row51 col6\" >-0.005033</td>\n",
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       "      <td id=\"T_234ea_row51_col8\" class=\"data row51 col8\" >-0.001213</td>\n",
       "      <td id=\"T_234ea_row51_col9\" class=\"data row51 col9\" >-0.000443</td>\n",
       "      <td id=\"T_234ea_row51_col10\" class=\"data row51 col10\" >-0.003785</td>\n",
       "      <td id=\"T_234ea_row51_col11\" class=\"data row51 col11\" >-0.002699</td>\n",
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       "      <td id=\"T_234ea_row51_col13\" class=\"data row51 col13\" >-0.005152</td>\n",
       "      <td id=\"T_234ea_row51_col14\" class=\"data row51 col14\" >-0.008288</td>\n",
       "      <td id=\"T_234ea_row51_col15\" class=\"data row51 col15\" >-0.007181</td>\n",
       "      <td id=\"T_234ea_row51_col16\" class=\"data row51 col16\" >-0.003837</td>\n",
       "      <td id=\"T_234ea_row51_col17\" class=\"data row51 col17\" >-0.002824</td>\n",
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       "      <td id=\"T_234ea_row51_col23\" class=\"data row51 col23\" >-0.001567</td>\n",
       "      <td id=\"T_234ea_row51_col24\" class=\"data row51 col24\" >-0.002841</td>\n",
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       "      <td id=\"T_234ea_row51_col26\" class=\"data row51 col26\" >-0.001745</td>\n",
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       "      <td id=\"T_234ea_row51_col28\" class=\"data row51 col28\" >-0.001535</td>\n",
       "      <td id=\"T_234ea_row51_col29\" class=\"data row51 col29\" >-0.007217</td>\n",
       "      <td id=\"T_234ea_row51_col30\" class=\"data row51 col30\" >-0.013064</td>\n",
       "      <td id=\"T_234ea_row51_col31\" class=\"data row51 col31\" >-0.001436</td>\n",
       "      <td id=\"T_234ea_row51_col32\" class=\"data row51 col32\" >-0.007879</td>\n",
       "      <td id=\"T_234ea_row51_col33\" class=\"data row51 col33\" >-0.005621</td>\n",
       "      <td id=\"T_234ea_row51_col34\" class=\"data row51 col34\" >-0.009446</td>\n",
       "      <td id=\"T_234ea_row51_col35\" class=\"data row51 col35\" >-0.002606</td>\n",
       "      <td id=\"T_234ea_row51_col36\" class=\"data row51 col36\" >-0.001213</td>\n",
       "      <td id=\"T_234ea_row51_col37\" class=\"data row51 col37\" >-0.008880</td>\n",
       "      <td id=\"T_234ea_row51_col38\" class=\"data row51 col38\" >-0.002859</td>\n",
       "      <td id=\"T_234ea_row51_col39\" class=\"data row51 col39\" >-0.002217</td>\n",
       "      <td id=\"T_234ea_row51_col40\" class=\"data row51 col40\" >-0.002893</td>\n",
       "      <td id=\"T_234ea_row51_col41\" class=\"data row51 col41\" >-0.001253</td>\n",
       "      <td id=\"T_234ea_row51_col42\" class=\"data row51 col42\" >-0.002325</td>\n",
       "      <td id=\"T_234ea_row51_col43\" class=\"data row51 col43\" >-0.000700</td>\n",
       "      <td id=\"T_234ea_row51_col44\" class=\"data row51 col44\" >-0.000700</td>\n",
       "      <td id=\"T_234ea_row51_col45\" class=\"data row51 col45\" >-0.008250</td>\n",
       "      <td id=\"T_234ea_row51_col46\" class=\"data row51 col46\" >-0.001292</td>\n",
       "      <td id=\"T_234ea_row51_col47\" class=\"data row51 col47\" >-0.014328</td>\n",
       "      <td id=\"T_234ea_row51_col48\" class=\"data row51 col48\" >-0.007623</td>\n",
       "      <td id=\"T_234ea_row51_col49\" class=\"data row51 col49\" >-0.001401</td>\n",
       "      <td id=\"T_234ea_row51_col50\" class=\"data row51 col50\" >-0.002031</td>\n",
       "      <td id=\"T_234ea_row51_col51\" class=\"data row51 col51\" >1.000000</td>\n",
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       "      <td id=\"T_234ea_row51_col53\" class=\"data row51 col53\" >-0.009711</td>\n",
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       "      <td id=\"T_234ea_row51_col55\" class=\"data row51 col55\" >-0.001129</td>\n",
       "      <td id=\"T_234ea_row51_col56\" class=\"data row51 col56\" >-0.010783</td>\n",
       "      <td id=\"T_234ea_row51_col57\" class=\"data row51 col57\" >-0.005162</td>\n",
       "      <td id=\"T_234ea_row51_col58\" class=\"data row51 col58\" >-0.007359</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row52\" class=\"row_heading level0 row52\" >volleyb</th>\n",
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       "      <td id=\"T_234ea_row52_col3\" class=\"data row52 col3\" >-0.001250</td>\n",
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       "      <td id=\"T_234ea_row52_col5\" class=\"data row52 col5\" >-0.000697</td>\n",
       "      <td id=\"T_234ea_row52_col6\" class=\"data row52 col6\" >-0.001185</td>\n",
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       "      <td id=\"T_234ea_row52_col8\" class=\"data row52 col8\" >-0.000286</td>\n",
       "      <td id=\"T_234ea_row52_col9\" class=\"data row52 col9\" >-0.000104</td>\n",
       "      <td id=\"T_234ea_row52_col10\" class=\"data row52 col10\" >-0.000891</td>\n",
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       "      <td id=\"T_234ea_row52_col52\" class=\"data row52 col52\" >1.000000</td>\n",
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       "      <td id=\"T_234ea_row52_col58\" class=\"data row52 col58\" >-0.001733</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row53\" class=\"row_heading level0 row53\" >walke</th>\n",
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       "      <td id=\"T_234ea_row56_col41\" class=\"data row56 col41\" >-0.007185</td>\n",
       "      <td id=\"T_234ea_row56_col42\" class=\"data row56 col42\" >-0.013335</td>\n",
       "      <td id=\"T_234ea_row56_col43\" class=\"data row56 col43\" >-0.004015</td>\n",
       "      <td id=\"T_234ea_row56_col44\" class=\"data row56 col44\" >-0.004015</td>\n",
       "      <td id=\"T_234ea_row56_col45\" class=\"data row56 col45\" >-0.047309</td>\n",
       "      <td id=\"T_234ea_row56_col46\" class=\"data row56 col46\" >-0.007406</td>\n",
       "      <td id=\"T_234ea_row56_col47\" class=\"data row56 col47\" >-0.082165</td>\n",
       "      <td id=\"T_234ea_row56_col48\" class=\"data row56 col48\" >-0.043715</td>\n",
       "      <td id=\"T_234ea_row56_col49\" class=\"data row56 col49\" >-0.008034</td>\n",
       "      <td id=\"T_234ea_row56_col50\" class=\"data row56 col50\" >-0.011649</td>\n",
       "      <td id=\"T_234ea_row56_col51\" class=\"data row56 col51\" >-0.010783</td>\n",
       "      <td id=\"T_234ea_row56_col52\" class=\"data row56 col52\" >-0.002539</td>\n",
       "      <td id=\"T_234ea_row56_col53\" class=\"data row56 col53\" >-0.055687</td>\n",
       "      <td id=\"T_234ea_row56_col54\" class=\"data row56 col54\" >-0.084177</td>\n",
       "      <td id=\"T_234ea_row56_col55\" class=\"data row56 col55\" >-0.006476</td>\n",
       "      <td id=\"T_234ea_row56_col56\" class=\"data row56 col56\" >1.000000</td>\n",
       "      <td id=\"T_234ea_row56_col57\" class=\"data row56 col57\" >-0.029601</td>\n",
       "      <td id=\"T_234ea_row56_col58\" class=\"data row56 col58\" >-0.042202</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row57\" class=\"row_heading level0 row57\" >weight</th>\n",
       "      <td id=\"T_234ea_row57_col0\" class=\"data row57 col0\" >-0.007695</td>\n",
       "      <td id=\"T_234ea_row57_col1\" class=\"data row57 col1\" >-0.018225</td>\n",
       "      <td id=\"T_234ea_row57_col2\" class=\"data row57 col2\" >-0.032679</td>\n",
       "      <td id=\"T_234ea_row57_col3\" class=\"data row57 col3\" >-0.020947</td>\n",
       "      <td id=\"T_234ea_row57_col4\" class=\"data row57 col4\" >-0.026204</td>\n",
       "      <td id=\"T_234ea_row57_col5\" class=\"data row57 col5\" >-0.008127</td>\n",
       "      <td id=\"T_234ea_row57_col6\" class=\"data row57 col6\" >-0.013817</td>\n",
       "      <td id=\"T_234ea_row57_col7\" class=\"data row57 col7\" >-0.003846</td>\n",
       "      <td id=\"T_234ea_row57_col8\" class=\"data row57 col8\" >-0.003330</td>\n",
       "      <td id=\"T_234ea_row57_col9\" class=\"data row57 col9\" >-0.001216</td>\n",
       "      <td id=\"T_234ea_row57_col10\" class=\"data row57 col10\" >-0.010389</td>\n",
       "      <td id=\"T_234ea_row57_col11\" class=\"data row57 col11\" >-0.007408</td>\n",
       "      <td id=\"T_234ea_row57_col12\" class=\"data row57 col12\" >-0.012033</td>\n",
       "      <td id=\"T_234ea_row57_col13\" class=\"data row57 col13\" >-0.014143</td>\n",
       "      <td id=\"T_234ea_row57_col14\" class=\"data row57 col14\" >-0.022752</td>\n",
       "      <td id=\"T_234ea_row57_col15\" class=\"data row57 col15\" >-0.019713</td>\n",
       "      <td id=\"T_234ea_row57_col16\" class=\"data row57 col16\" >-0.010533</td>\n",
       "      <td id=\"T_234ea_row57_col17\" class=\"data row57 col17\" >-0.007752</td>\n",
       "      <td id=\"T_234ea_row57_col18\" class=\"data row57 col18\" >-0.016579</td>\n",
       "      <td id=\"T_234ea_row57_col19\" class=\"data row57 col19\" >-0.004551</td>\n",
       "      <td id=\"T_234ea_row57_col20\" class=\"data row57 col20\" >-0.012342</td>\n",
       "      <td id=\"T_234ea_row57_col21\" class=\"data row57 col21\" >-0.014723</td>\n",
       "      <td id=\"T_234ea_row57_col22\" class=\"data row57 col22\" >-0.013484</td>\n",
       "      <td id=\"T_234ea_row57_col23\" class=\"data row57 col23\" >-0.004300</td>\n",
       "      <td id=\"T_234ea_row57_col24\" class=\"data row57 col24\" >-0.007800</td>\n",
       "      <td id=\"T_234ea_row57_col25\" class=\"data row57 col25\" >-0.015406</td>\n",
       "      <td id=\"T_234ea_row57_col26\" class=\"data row57 col26\" >-0.004789</td>\n",
       "      <td id=\"T_234ea_row57_col27\" class=\"data row57 col27\" >-0.039862</td>\n",
       "      <td id=\"T_234ea_row57_col28\" class=\"data row57 col28\" >-0.004213</td>\n",
       "      <td id=\"T_234ea_row57_col29\" class=\"data row57 col29\" >-0.019812</td>\n",
       "      <td id=\"T_234ea_row57_col30\" class=\"data row57 col30\" >-0.035862</td>\n",
       "      <td id=\"T_234ea_row57_col31\" class=\"data row57 col31\" >-0.003941</td>\n",
       "      <td id=\"T_234ea_row57_col32\" class=\"data row57 col32\" >-0.021629</td>\n",
       "      <td id=\"T_234ea_row57_col33\" class=\"data row57 col33\" >-0.015431</td>\n",
       "      <td id=\"T_234ea_row57_col34\" class=\"data row57 col34\" >-0.025932</td>\n",
       "      <td id=\"T_234ea_row57_col35\" class=\"data row57 col35\" >-0.007153</td>\n",
       "      <td id=\"T_234ea_row57_col36\" class=\"data row57 col36\" >-0.003330</td>\n",
       "      <td id=\"T_234ea_row57_col37\" class=\"data row57 col37\" >-0.024377</td>\n",
       "      <td id=\"T_234ea_row57_col38\" class=\"data row57 col38\" >-0.007848</td>\n",
       "      <td id=\"T_234ea_row57_col39\" class=\"data row57 col39\" >-0.006086</td>\n",
       "      <td id=\"T_234ea_row57_col40\" class=\"data row57 col40\" >-0.007942</td>\n",
       "      <td id=\"T_234ea_row57_col41\" class=\"data row57 col41\" >-0.003439</td>\n",
       "      <td id=\"T_234ea_row57_col42\" class=\"data row57 col42\" >-0.006383</td>\n",
       "      <td id=\"T_234ea_row57_col43\" class=\"data row57 col43\" >-0.001922</td>\n",
       "      <td id=\"T_234ea_row57_col44\" class=\"data row57 col44\" >-0.001922</td>\n",
       "      <td id=\"T_234ea_row57_col45\" class=\"data row57 col45\" >-0.022647</td>\n",
       "      <td id=\"T_234ea_row57_col46\" class=\"data row57 col46\" >-0.003545</td>\n",
       "      <td id=\"T_234ea_row57_col47\" class=\"data row57 col47\" >-0.039333</td>\n",
       "      <td id=\"T_234ea_row57_col48\" class=\"data row57 col48\" >-0.020926</td>\n",
       "      <td id=\"T_234ea_row57_col49\" class=\"data row57 col49\" >-0.003846</td>\n",
       "      <td id=\"T_234ea_row57_col50\" class=\"data row57 col50\" >-0.005576</td>\n",
       "      <td id=\"T_234ea_row57_col51\" class=\"data row57 col51\" >-0.005162</td>\n",
       "      <td id=\"T_234ea_row57_col52\" class=\"data row57 col52\" >-0.001216</td>\n",
       "      <td id=\"T_234ea_row57_col53\" class=\"data row57 col53\" >-0.026658</td>\n",
       "      <td id=\"T_234ea_row57_col54\" class=\"data row57 col54\" >-0.040296</td>\n",
       "      <td id=\"T_234ea_row57_col55\" class=\"data row57 col55\" >-0.003100</td>\n",
       "      <td id=\"T_234ea_row57_col56\" class=\"data row57 col56\" >-0.029601</td>\n",
       "      <td id=\"T_234ea_row57_col57\" class=\"data row57 col57\" >1.000000</td>\n",
       "      <td id=\"T_234ea_row57_col58\" class=\"data row57 col58\" >-0.020202</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_234ea_level0_row58\" class=\"row_heading level0 row58\" >window</th>\n",
       "      <td id=\"T_234ea_row58_col0\" class=\"data row58 col0\" >-0.035498</td>\n",
       "      <td id=\"T_234ea_row58_col1\" class=\"data row58 col1\" >-0.024000</td>\n",
       "      <td id=\"T_234ea_row58_col2\" class=\"data row58 col2\" >-0.027873</td>\n",
       "      <td id=\"T_234ea_row58_col3\" class=\"data row58 col3\" >-0.074878</td>\n",
       "      <td id=\"T_234ea_row58_col4\" class=\"data row58 col4\" >-0.156509</td>\n",
       "      <td id=\"T_234ea_row58_col5\" class=\"data row58 col5\" >-0.011587</td>\n",
       "      <td id=\"T_234ea_row58_col6\" class=\"data row58 col6\" >-0.019700</td>\n",
       "      <td id=\"T_234ea_row58_col7\" class=\"data row58 col7\" >-0.005483</td>\n",
       "      <td id=\"T_234ea_row58_col8\" class=\"data row58 col8\" >-0.004748</td>\n",
       "      <td id=\"T_234ea_row58_col9\" class=\"data row58 col9\" >-0.001733</td>\n",
       "      <td id=\"T_234ea_row58_col10\" class=\"data row58 col10\" >-0.014812</td>\n",
       "      <td id=\"T_234ea_row58_col11\" class=\"data row58 col11\" >-0.010562</td>\n",
       "      <td id=\"T_234ea_row58_col12\" class=\"data row58 col12\" >-0.017155</td>\n",
       "      <td id=\"T_234ea_row58_col13\" class=\"data row58 col13\" >-0.020164</td>\n",
       "      <td id=\"T_234ea_row58_col14\" class=\"data row58 col14\" >-0.032437</td>\n",
       "      <td id=\"T_234ea_row58_col15\" class=\"data row58 col15\" >-0.028106</td>\n",
       "      <td id=\"T_234ea_row58_col16\" class=\"data row58 col16\" >-0.015016</td>\n",
       "      <td id=\"T_234ea_row58_col17\" class=\"data row58 col17\" >-0.011052</td>\n",
       "      <td id=\"T_234ea_row58_col18\" class=\"data row58 col18\" >-0.023637</td>\n",
       "      <td id=\"T_234ea_row58_col19\" class=\"data row58 col19\" >-0.006489</td>\n",
       "      <td id=\"T_234ea_row58_col20\" class=\"data row58 col20\" >-0.017596</td>\n",
       "      <td id=\"T_234ea_row58_col21\" class=\"data row58 col21\" >-0.020991</td>\n",
       "      <td id=\"T_234ea_row58_col22\" class=\"data row58 col22\" >-0.019224</td>\n",
       "      <td id=\"T_234ea_row58_col23\" class=\"data row58 col23\" >-0.006131</td>\n",
       "      <td id=\"T_234ea_row58_col24\" class=\"data row58 col24\" >-0.011120</td>\n",
       "      <td id=\"T_234ea_row58_col25\" class=\"data row58 col25\" >-0.021965</td>\n",
       "      <td id=\"T_234ea_row58_col26\" class=\"data row58 col26\" >-0.006828</td>\n",
       "      <td id=\"T_234ea_row58_col27\" class=\"data row58 col27\" >-0.056831</td>\n",
       "      <td id=\"T_234ea_row58_col28\" class=\"data row58 col28\" >-0.006007</td>\n",
       "      <td id=\"T_234ea_row58_col29\" class=\"data row58 col29\" >-0.028246</td>\n",
       "      <td id=\"T_234ea_row58_col30\" class=\"data row58 col30\" >-0.051128</td>\n",
       "      <td id=\"T_234ea_row58_col31\" class=\"data row58 col31\" >-0.005619</td>\n",
       "      <td id=\"T_234ea_row58_col32\" class=\"data row58 col32\" >-0.030837</td>\n",
       "      <td id=\"T_234ea_row58_col33\" class=\"data row58 col33\" >-0.022000</td>\n",
       "      <td id=\"T_234ea_row58_col34\" class=\"data row58 col34\" >-0.036971</td>\n",
       "      <td id=\"T_234ea_row58_col35\" class=\"data row58 col35\" >-0.010197</td>\n",
       "      <td id=\"T_234ea_row58_col36\" class=\"data row58 col36\" >-0.004748</td>\n",
       "      <td id=\"T_234ea_row58_col37\" class=\"data row58 col37\" >-0.034755</td>\n",
       "      <td id=\"T_234ea_row58_col38\" class=\"data row58 col38\" >-0.011188</td>\n",
       "      <td id=\"T_234ea_row58_col39\" class=\"data row58 col39\" >-0.008676</td>\n",
       "      <td id=\"T_234ea_row58_col40\" class=\"data row58 col40\" >-0.011323</td>\n",
       "      <td id=\"T_234ea_row58_col41\" class=\"data row58 col41\" >-0.004904</td>\n",
       "      <td id=\"T_234ea_row58_col42\" class=\"data row58 col42\" >-0.009101</td>\n",
       "      <td id=\"T_234ea_row58_col43\" class=\"data row58 col43\" >-0.002740</td>\n",
       "      <td id=\"T_234ea_row58_col44\" class=\"data row58 col44\" >-0.002740</td>\n",
       "      <td id=\"T_234ea_row58_col45\" class=\"data row58 col45\" >-0.032288</td>\n",
       "      <td id=\"T_234ea_row58_col46\" class=\"data row58 col46\" >-0.005055</td>\n",
       "      <td id=\"T_234ea_row58_col47\" class=\"data row58 col47\" >-0.056077</td>\n",
       "      <td id=\"T_234ea_row58_col48\" class=\"data row58 col48\" >-0.029835</td>\n",
       "      <td id=\"T_234ea_row58_col49\" class=\"data row58 col49\" >-0.005483</td>\n",
       "      <td id=\"T_234ea_row58_col50\" class=\"data row58 col50\" >-0.007950</td>\n",
       "      <td id=\"T_234ea_row58_col51\" class=\"data row58 col51\" >-0.007359</td>\n",
       "      <td id=\"T_234ea_row58_col52\" class=\"data row58 col52\" >-0.001733</td>\n",
       "      <td id=\"T_234ea_row58_col53\" class=\"data row58 col53\" >-0.038006</td>\n",
       "      <td id=\"T_234ea_row58_col54\" class=\"data row58 col54\" >-0.057450</td>\n",
       "      <td id=\"T_234ea_row58_col55\" class=\"data row58 col55\" >-0.004420</td>\n",
       "      <td id=\"T_234ea_row58_col56\" class=\"data row58 col56\" >-0.042202</td>\n",
       "      <td id=\"T_234ea_row58_col57\" class=\"data row58 col57\" >-0.020202</td>\n",
       "      <td id=\"T_234ea_row58_col58\" class=\"data row58 col58\" >1.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n"
      ],
      "text/plain": [
       "<pandas.io.formats.style.Styler at 0x1430e678820>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# post-op\n",
    "corr = df_post.corr()\n",
    "corr.style.background_gradient(cmap='coolwarm')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "5bdc4e11",
   "metadata": {},
   "outputs": [],
   "source": [
    "# drop the unnecessary column\n",
    "df_post = df_post.drop(['ReducedTime','StudyVisit','HealthProblem','activtiyAmount','activtiyFreq'], axis=1)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "93c9711f",
   "metadata": {},
   "source": [
    "# Logistic regression"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "643e2633",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "After OverSampling, the shape of train_X: (20922, 54)\n",
      "After OverSampling, the shape of train_y: (20922,) \n",
      "\n",
      "After OverSampling, counts of label '1': 10461\n",
      "After OverSampling, counts of label '0': 10461\n"
     ]
    }
   ],
   "source": [
    "# prepare the training and testing datasets\n",
    "temp = df_post.drop(['HipPain'], axis=1)\n",
    "\n",
    "X = temp   # independent variables: ActivityTypeCode\n",
    "y = df_post.loc[:,'HipPain']   # dependent variables\n",
    "\n",
    "# data split\n",
    "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.3, random_state=42,stratify=y)\n",
    "#print(X_train.shape, X_test.shape, y_train.shape, y_test.shape)\n",
    "\n",
    "# normalization on feature variables (X_train and X_test) except for the target variables\n",
    "scaler = StandardScaler()\n",
    "X_train_std = scaler.fit_transform(X_train)\n",
    "X_test_std = scaler.transform(X_test)\n",
    "\n",
    "# resample the data to make it balanced\n",
    "sm = SMOTE(random_state = 2)\n",
    "X_train_res, y_train_res = sm.fit_resample(X_train_std, y_train.ravel())\n",
    "print('After OverSampling, the shape of train_X: {}'.format(X_train_res.shape))\n",
    "print('After OverSampling, the shape of train_y: {} \\n'.format(y_train_res.shape))\n",
    "print(\"After OverSampling, counts of label '1': {}\".format(sum(y_train_res == 1)))\n",
    "print(\"After OverSampling, counts of label '0': {}\".format(sum(y_train_res == 0)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "3ff6daf2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# plot the proportion of '1' and '0'\n",
    "y_train_res = pd.DataFrame(y_train_res,columns =['a'])\n",
    "ax = y_train_res.value_counts().plot.pie(autopct='%.2f')\n",
    "_ = ax.set_title(\"Over-sampling\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "a1f98975",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Classification report for balanced classes \n",
      "               precision    recall  f1-score   support\n",
      "\n",
      "           0       0.82      0.58      0.68      4484\n",
      "           1       0.27      0.56      0.37      1271\n",
      "\n",
      "    accuracy                           0.57      5755\n",
      "   macro avg       0.55      0.57      0.52      5755\n",
      "weighted avg       0.70      0.57      0.61      5755\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "c:\\users\\vickytc\\appdata\\local\\programs\\python\\python39\\lib\\site-packages\\sklearn\\utils\\validation.py:1143: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n",
      "  y = column_or_1d(y, warn=True)\n"
     ]
    }
   ],
   "source": [
    "# make instance of model with default parameters \n",
    "lr_bal=LogisticRegression(random_state=42)\n",
    "lr_bal_model=lr_bal.fit(X_train_res,y_train_res)\n",
    "y_pred_bal=lr_bal_model.predict(X_test_std)\n",
    "print('Classification report for balanced classes \\n',classification_report(y_test,y_pred_bal))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "c86577f8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# plot the confusion matrix \n",
    "cm = confusion_matrix(y_test,y_pred_bal)\n",
    "cm_display = metrics.ConfusionMatrixDisplay(confusion_matrix = cm, display_labels = None)\n",
    "\n",
    "cm_display.plot()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "97e5112e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[ 0.15657133 -0.64899004  0.77352161 -0.03126203  0.42742102 -0.12724137\n",
      "   0.19159574 -0.34356429  0.2036688  -0.43964598  0.13465574 -0.15922717\n",
      "  -0.37137089  0.23604533  0.03483392  0.04982811  0.17883087  0.30636732\n",
      "   0.15482041  0.59674485 -0.81398183  0.09236092 -0.13309291  0.37771229\n",
      "  -0.17316179 -0.06084342 -0.0801153  -0.04005005 -0.25755416 -0.10075529\n",
      "  -0.19669196  0.24260092 -0.03117537 -0.01368091 -0.70921232 -0.11087928\n",
      "  -0.75182794 -1.16231696  0.97393132 -0.0212378   0.20528101  0.78802168\n",
      "   0.30899793 -0.90682944 -0.03381178  0.77612883  0.45905555 -0.31673543\n",
      "   0.57936703  0.5818609  -0.61394017  0.32469014 -0.08003286 -0.51544559]] [-1.3417457]\n"
     ]
    }
   ],
   "source": [
    "# The coefficients and the intercept of the logistic regression model\n",
    "logreg = LogisticRegression(random_state=0).fit(X, y)\n",
    "print(logreg.coef_, logreg.intercept_) "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5bb75325",
   "metadata": {},
   "source": [
    "Ln(odds) = -1.3417457 + 0.15657133*X1 -0.64899004*X2 + 0.77352161*X3 -0.03126203*X4 + 0.42742102*X5 -0.12724137*X6..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "73c21b6e",
   "metadata": {},
   "outputs": [
    {
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       "#T_7351c_row20_col1 {\n",
       "  background-color: #62b066;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_7351c_row21_col1 {\n",
       "  background-color: #64b266;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_7351c_row22_col1 {\n",
       "  background-color: #69b466;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_7351c_row23_col1 {\n",
       "  background-color: #6eb666;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_7351c_row24_col1 {\n",
       "  background-color: #70b866;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_7351c_row25_col1 {\n",
       "  background-color: #76bb66;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_7351c_row26_col1 {\n",
       "  background-color: #77bb66;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_7351c_row27_col1, #T_7351c_row28_col1, #T_7351c_row29_col1 {\n",
       "  background-color: #78bc66;\n",
       "  color: #f1f1f1;\n",
       "}\n",
       "#T_7351c_row30_col1 {\n",
       "  background-color: #79bc66;\n",
       "  color: #000000;\n",
       "}\n",
       "#T_7351c_row31_col1 {\n",
       "  background-color: #7cbe66;\n",
       "  color: #000000;\n",
       "}\n",
       "#T_7351c_row32_col1, #T_7351c_row33_col1 {\n",
       "  background-color: #7ebe66;\n",
       "  color: #000000;\n",
       "}\n",
       "#T_7351c_row34_col1 {\n",
       "  background-color: #80c066;\n",
       "  color: #000000;\n",
       "}\n",
       "#T_7351c_row35_col1 {\n",
       "  background-color: #81c066;\n",
       "  color: #000000;\n",
       "}\n",
       "#T_7351c_row36_col1 {\n",
       "  background-color: #83c166;\n",
       "  color: #000000;\n",
       "}\n",
       "#T_7351c_row37_col1 {\n",
       "  background-color: #84c266;\n",
       "  color: #000000;\n",
       "}\n",
       "#T_7351c_row38_col1 {\n",
       "  background-color: #87c366;\n",
       "  color: #000000;\n",
       "}\n",
       "#T_7351c_row39_col1 {\n",
       "  background-color: #89c466;\n",
       "  color: #000000;\n",
       "}\n",
       "#T_7351c_row40_col1 {\n",
       "  background-color: #8cc666;\n",
       "  color: #000000;\n",
       "}\n",
       "#T_7351c_row41_col1 {\n",
       "  background-color: #93c966;\n",
       "  color: #000000;\n",
       "}\n",
       "#T_7351c_row42_col1 {\n",
       "  background-color: #9acc66;\n",
       "  color: #000000;\n",
       "}\n",
       "#T_7351c_row43_col1 {\n",
       "  background-color: #9dce66;\n",
       "  color: #000000;\n",
       "}\n",
       "#T_7351c_row44_col1 {\n",
       "  background-color: #a1d066;\n",
       "  color: #000000;\n",
       "}\n",
       "#T_7351c_row45_col1 {\n",
       "  background-color: #a9d466;\n",
       "  color: #000000;\n",
       "}\n",
       "#T_7351c_row46_col1 {\n",
       "  background-color: #b2d866;\n",
       "  color: #000000;\n",
       "}\n",
       "#T_7351c_row47_col1 {\n",
       "  background-color: #bede66;\n",
       "  color: #000000;\n",
       "}\n",
       "#T_7351c_row48_col1 {\n",
       "  background-color: #c2e066;\n",
       "  color: #000000;\n",
       "}\n",
       "#T_7351c_row49_col1 {\n",
       "  background-color: #c9e466;\n",
       "  color: #000000;\n",
       "}\n",
       "#T_7351c_row50_col1 {\n",
       "  background-color: #cee666;\n",
       "  color: #000000;\n",
       "}\n",
       "#T_7351c_row51_col1 {\n",
       "  background-color: #d6eb66;\n",
       "  color: #000000;\n",
       "}\n",
       "#T_7351c_row52_col1 {\n",
       "  background-color: #e1f066;\n",
       "  color: #000000;\n",
       "}\n",
       "#T_7351c_row53_col1 {\n",
       "  background-color: #ffff66;\n",
       "  color: #000000;\n",
       "}\n",
       "</style>\n",
       "<table id=\"T_7351c\">\n",
       "  <thead>\n",
       "    <tr>\n",
       "      <th class=\"blank level0\" >&nbsp;</th>\n",
       "      <th id=\"T_7351c_level0_col0\" class=\"col_heading level0 col0\" >ActivityType</th>\n",
       "      <th id=\"T_7351c_level0_col1\" class=\"col_heading level0 col1\" >value</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row0\" class=\"row_heading level0 row0\" >38</th>\n",
       "      <td id=\"T_7351c_row0_col0\" class=\"data row0 col0\" >snowbrd</td>\n",
       "      <td id=\"T_7351c_row0_col1\" class=\"data row0 col1\" >0.973931</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row1\" class=\"row_heading level0 row1\" >41</th>\n",
       "      <td id=\"T_7351c_row1_col0\" class=\"data row1 col0\" >squash</td>\n",
       "      <td id=\"T_7351c_row1_col1\" class=\"data row1 col1\" >0.788022</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row2\" class=\"row_heading level0 row2\" >45</th>\n",
       "      <td id=\"T_7351c_row2_col0\" class=\"data row2 col0\" >tennd</td>\n",
       "      <td id=\"T_7351c_row2_col1\" class=\"data row2 col1\" >0.776129</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row3\" class=\"row_heading level0 row3\" >2</th>\n",
       "      <td id=\"T_7351c_row3_col0\" class=\"data row3 col0\" >backp</td>\n",
       "      <td id=\"T_7351c_row3_col1\" class=\"data row3 col1\" >0.773522</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row4\" class=\"row_heading level0 row4\" >19</th>\n",
       "      <td id=\"T_7351c_row4_col0\" class=\"data row4 col0\" >homeae</td>\n",
       "      <td id=\"T_7351c_row4_col1\" class=\"data row4 col1\" >0.596745</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row5\" class=\"row_heading level0 row5\" >49</th>\n",
       "      <td id=\"T_7351c_row5_col0\" class=\"data row5 col0\" >walkp</td>\n",
       "      <td id=\"T_7351c_row5_col1\" class=\"data row5 col1\" >0.581861</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row6\" class=\"row_heading level0 row6\" >48</th>\n",
       "      <td id=\"T_7351c_row6_col0\" class=\"data row6 col0\" >walke</td>\n",
       "      <td id=\"T_7351c_row6_col1\" class=\"data row6 col1\" >0.579367</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row7\" class=\"row_heading level0 row7\" >46</th>\n",
       "      <td id=\"T_7351c_row7_col0\" class=\"data row7 col0\" >tenns</td>\n",
       "      <td id=\"T_7351c_row7_col1\" class=\"data row7 col1\" >0.459056</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row8\" class=\"row_heading level0 row8\" >4</th>\n",
       "      <td id=\"T_7351c_row8_col0\" class=\"data row8 col0\" >baskb</td>\n",
       "      <td id=\"T_7351c_row8_col1\" class=\"data row8 col1\" >0.427421</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row9\" class=\"row_heading level0 row9\" >23</th>\n",
       "      <td id=\"T_7351c_row9_col0\" class=\"data row9 col0\" >jog</td>\n",
       "      <td id=\"T_7351c_row9_col1\" class=\"data row9 col1\" >0.377712</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row10\" class=\"row_heading level0 row10\" >51</th>\n",
       "      <td id=\"T_7351c_row10_col0\" class=\"data row10 col0\" >weed</td>\n",
       "      <td id=\"T_7351c_row10_col1\" class=\"data row10 col1\" >0.324690</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row11\" class=\"row_heading level0 row11\" >42</th>\n",
       "      <td id=\"T_7351c_row11_col0\" class=\"data row11 col0\" >stairs</td>\n",
       "      <td id=\"T_7351c_row11_col1\" class=\"data row11 col1\" >0.308998</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row12\" class=\"row_heading level0 row12\" >17</th>\n",
       "      <td id=\"T_7351c_row12_col0\" class=\"data row12 col0\" >hike</td>\n",
       "      <td id=\"T_7351c_row12_col1\" class=\"data row12 col1\" >0.306367</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row13\" class=\"row_heading level0 row13\" >31</th>\n",
       "      <td id=\"T_7351c_row13_col0\" class=\"data row13 col0\" >scuba</td>\n",
       "      <td id=\"T_7351c_row13_col1\" class=\"data row13 col1\" >0.242601</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row14\" class=\"row_heading level0 row14\" >13</th>\n",
       "      <td id=\"T_7351c_row14_col0\" class=\"data row14 col0\" >floor</td>\n",
       "      <td id=\"T_7351c_row14_col1\" class=\"data row14 col1\" >0.236045</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row15\" class=\"row_heading level0 row15\" >40</th>\n",
       "      <td id=\"T_7351c_row15_col0\" class=\"data row15 col0\" >spade</td>\n",
       "      <td id=\"T_7351c_row15_col1\" class=\"data row15 col1\" >0.205281</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row16\" class=\"row_heading level0 row16\" >8</th>\n",
       "      <td id=\"T_7351c_row16_col0\" class=\"data row16 col0\" >carp</td>\n",
       "      <td id=\"T_7351c_row16_col1\" class=\"data row16 col1\" >0.203669</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row17\" class=\"row_heading level0 row17\" >6</th>\n",
       "      <td id=\"T_7351c_row17_col0\" class=\"data row17 col0\" >bowl</td>\n",
       "      <td id=\"T_7351c_row17_col1\" class=\"data row17 col1\" >0.191596</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row18\" class=\"row_heading level0 row18\" >16</th>\n",
       "      <td id=\"T_7351c_row18_col0\" class=\"data row18 col0\" >golfr</td>\n",
       "      <td id=\"T_7351c_row18_col1\" class=\"data row18 col1\" >0.178831</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row19\" class=\"row_heading level0 row19\" >0</th>\n",
       "      <td id=\"T_7351c_row19_col0\" class=\"data row19 col0\" >aerob</td>\n",
       "      <td id=\"T_7351c_row19_col1\" class=\"data row19 col1\" >0.156571</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row20\" class=\"row_heading level0 row20\" >18</th>\n",
       "      <td id=\"T_7351c_row20_col0\" class=\"data row20 col0\" >hock</td>\n",
       "      <td id=\"T_7351c_row20_col1\" class=\"data row20 col1\" >0.154820</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row21\" class=\"row_heading level0 row21\" >10</th>\n",
       "      <td id=\"T_7351c_row21_col0\" class=\"data row21 col0\" >dance</td>\n",
       "      <td id=\"T_7351c_row21_col1\" class=\"data row21 col1\" >0.134656</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row22\" class=\"row_heading level0 row22\" >21</th>\n",
       "      <td id=\"T_7351c_row22_col0\" class=\"data row22 col0\" >horse</td>\n",
       "      <td id=\"T_7351c_row22_col1\" class=\"data row22 col1\" >0.092361</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row23\" class=\"row_heading level0 row23\" >15</th>\n",
       "      <td id=\"T_7351c_row23_col0\" class=\"data row23 col0\" >golfp</td>\n",
       "      <td id=\"T_7351c_row23_col1\" class=\"data row23 col1\" >0.049828</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row24\" class=\"row_heading level0 row24\" >14</th>\n",
       "      <td id=\"T_7351c_row24_col0\" class=\"data row24 col0\" >golfc</td>\n",
       "      <td id=\"T_7351c_row24_col1\" class=\"data row24 col1\" >0.034834</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row25\" class=\"row_heading level0 row25\" >33</th>\n",
       "      <td id=\"T_7351c_row25_col0\" class=\"data row25 col0\" >skate</td>\n",
       "      <td id=\"T_7351c_row25_col1\" class=\"data row25 col1\" >-0.013681</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row26\" class=\"row_heading level0 row26\" >39</th>\n",
       "      <td id=\"T_7351c_row26_col0\" class=\"data row26 col0\" >socc</td>\n",
       "      <td id=\"T_7351c_row26_col1\" class=\"data row26 col1\" >-0.021238</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row27\" class=\"row_heading level0 row27\" >32</th>\n",
       "      <td id=\"T_7351c_row27_col0\" class=\"data row27 col0\" >shovel</td>\n",
       "      <td id=\"T_7351c_row27_col1\" class=\"data row27 col1\" >-0.031175</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row28\" class=\"row_heading level0 row28\" >3</th>\n",
       "      <td id=\"T_7351c_row28_col0\" class=\"data row28 col0\" >badm</td>\n",
       "      <td id=\"T_7351c_row28_col1\" class=\"data row28 col1\" >-0.031262</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row29\" class=\"row_heading level0 row29\" >44</th>\n",
       "      <td id=\"T_7351c_row29_col0\" class=\"data row29 col0\" >table</td>\n",
       "      <td id=\"T_7351c_row29_col1\" class=\"data row29 col1\" >-0.033812</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row30\" class=\"row_heading level0 row30\" >27</th>\n",
       "      <td id=\"T_7351c_row30_col0\" class=\"data row30 col0\" >mow</td>\n",
       "      <td id=\"T_7351c_row30_col1\" class=\"data row30 col1\" >-0.040050</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row31\" class=\"row_heading level0 row31\" >25</th>\n",
       "      <td id=\"T_7351c_row31_col0\" class=\"data row31 col0\" >liftla</td>\n",
       "      <td id=\"T_7351c_row31_col1\" class=\"data row31 col1\" >-0.060843</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row32\" class=\"row_heading level0 row32\" >52</th>\n",
       "      <td id=\"T_7351c_row32_col0\" class=\"data row32 col0\" >weight</td>\n",
       "      <td id=\"T_7351c_row32_col1\" class=\"data row32 col1\" >-0.080033</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row33\" class=\"row_heading level0 row33\" >26</th>\n",
       "      <td id=\"T_7351c_row33_col0\" class=\"data row33 col0\" >martial</td>\n",
       "      <td id=\"T_7351c_row33_col1\" class=\"data row33 col1\" >-0.080115</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row34\" class=\"row_heading level0 row34\" >29</th>\n",
       "      <td id=\"T_7351c_row34_col0\" class=\"data row34 col0\" >rake</td>\n",
       "      <td id=\"T_7351c_row34_col1\" class=\"data row34 col1\" >-0.100755</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row35\" class=\"row_heading level0 row35\" >35</th>\n",
       "      <td id=\"T_7351c_row35_col0\" class=\"data row35 col0\" >skid</td>\n",
       "      <td id=\"T_7351c_row35_col1\" class=\"data row35 col1\" >-0.110879</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row36\" class=\"row_heading level0 row36\" >5</th>\n",
       "      <td id=\"T_7351c_row36_col0\" class=\"data row36 col0\" >bath</td>\n",
       "      <td id=\"T_7351c_row36_col1\" class=\"data row36 col1\" >-0.127241</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row37\" class=\"row_heading level0 row37\" >22</th>\n",
       "      <td id=\"T_7351c_row37_col0\" class=\"data row37 col0\" >house</td>\n",
       "      <td id=\"T_7351c_row37_col1\" class=\"data row37 col1\" >-0.133093</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row38\" class=\"row_heading level0 row38\" >11</th>\n",
       "      <td id=\"T_7351c_row38_col0\" class=\"data row38 col0\" >fishb</td>\n",
       "      <td id=\"T_7351c_row38_col1\" class=\"data row38 col1\" >-0.159227</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row39\" class=\"row_heading level0 row39\" >24</th>\n",
       "      <td id=\"T_7351c_row39_col0\" class=\"data row39 col0\" >liftde</td>\n",
       "      <td id=\"T_7351c_row39_col1\" class=\"data row39 col1\" >-0.173162</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row40\" class=\"row_heading level0 row40\" >30</th>\n",
       "      <td id=\"T_7351c_row40_col0\" class=\"data row40 col0\" >sail</td>\n",
       "      <td id=\"T_7351c_row40_col1\" class=\"data row40 col1\" >-0.196692</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row41\" class=\"row_heading level0 row41\" >28</th>\n",
       "      <td id=\"T_7351c_row41_col0\" class=\"data row41 col0\" >paint</td>\n",
       "      <td id=\"T_7351c_row41_col1\" class=\"data row41 col1\" >-0.257554</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row42\" class=\"row_heading level0 row42\" >47</th>\n",
       "      <td id=\"T_7351c_row42_col0\" class=\"data row42 col0\" >volleyb</td>\n",
       "      <td id=\"T_7351c_row42_col1\" class=\"data row42 col1\" >-0.316735</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row43\" class=\"row_heading level0 row43\" >7</th>\n",
       "      <td id=\"T_7351c_row43_col0\" class=\"data row43 col0\" >canrow</td>\n",
       "      <td id=\"T_7351c_row43_col1\" class=\"data row43 col1\" >-0.343564</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row44\" class=\"row_heading level0 row44\" >12</th>\n",
       "      <td id=\"T_7351c_row44_col0\" class=\"data row44 col0\" >fishs</td>\n",
       "      <td id=\"T_7351c_row44_col1\" class=\"data row44 col1\" >-0.371371</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row45\" class=\"row_heading level0 row45\" >9</th>\n",
       "      <td id=\"T_7351c_row45_col0\" class=\"data row45 col0\" >cycle</td>\n",
       "      <td id=\"T_7351c_row45_col1\" class=\"data row45 col1\" >-0.439646</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row46\" class=\"row_heading level0 row46\" >53</th>\n",
       "      <td id=\"T_7351c_row46_col0\" class=\"data row46 col0\" >window</td>\n",
       "      <td id=\"T_7351c_row46_col1\" class=\"data row46 col1\" >-0.515446</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row47\" class=\"row_heading level0 row47\" >50</th>\n",
       "      <td id=\"T_7351c_row47_col0\" class=\"data row47 col0\" >waters</td>\n",
       "      <td id=\"T_7351c_row47_col1\" class=\"data row47 col1\" >-0.613940</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row48\" class=\"row_heading level0 row48\" >1</th>\n",
       "      <td id=\"T_7351c_row48_col0\" class=\"data row48 col0\" >aquaf</td>\n",
       "      <td id=\"T_7351c_row48_col1\" class=\"data row48 col1\" >-0.648990</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row49\" class=\"row_heading level0 row49\" >34</th>\n",
       "      <td id=\"T_7351c_row49_col0\" class=\"data row49 col0\" >skic</td>\n",
       "      <td id=\"T_7351c_row49_col1\" class=\"data row49 col1\" >-0.709212</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row50\" class=\"row_heading level0 row50\" >36</th>\n",
       "      <td id=\"T_7351c_row50_col0\" class=\"data row50 col0\" >sled</td>\n",
       "      <td id=\"T_7351c_row50_col1\" class=\"data row50 col1\" >-0.751828</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row51\" class=\"row_heading level0 row51\" >20</th>\n",
       "      <td id=\"T_7351c_row51_col0\" class=\"data row51 col0\" >homewt</td>\n",
       "      <td id=\"T_7351c_row51_col1\" class=\"data row51 col1\" >-0.813982</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row52\" class=\"row_heading level0 row52\" >43</th>\n",
       "      <td id=\"T_7351c_row52_col0\" class=\"data row52 col0\" >swim</td>\n",
       "      <td id=\"T_7351c_row52_col1\" class=\"data row52 col1\" >-0.906829</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_7351c_level0_row53\" class=\"row_heading level0 row53\" >37</th>\n",
       "      <td id=\"T_7351c_row53_col0\" class=\"data row53 col0\" >snork</td>\n",
       "      <td id=\"T_7351c_row53_col1\" class=\"data row53 col1\" >-1.162317</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n"
      ],
      "text/plain": [
       "<pandas.io.formats.style.Styler at 0x1430e727100>"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "activity =  pd.DataFrame(df_post.columns[1:])\n",
    "coef = pd.DataFrame(logreg.coef_)\n",
    "coef =  pd.DataFrame(coef.melt().value) # transpose columns into rows\n",
    "activity.columns = ['ActivityType']\n",
    "coef.index = [int(d) for d in range(54)]\n",
    "coef = pd.concat([activity,coef],axis=1)\n",
    "coef.sort_values(by='value',ascending=False).style.background_gradient(cmap='summer_r')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8fec2add",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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