extreme_score_results.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "file_name = 'processing_ready_data.xlsx'\n",
    "df = pd.read_excel(io=file_name)\n",
    "\n",
    "df_no_outliers = df[df.weekly_minutes < 500]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_male = df[df['gender'] == 'Mężczyzna']\n",
    "df_female = df[df['gender'] == 'Kobieta']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 97,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "2.811240721102863"
      ]
     },
     "execution_count": 97,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.extreme_score.median()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 107,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(array([22., 46., 28., 43., 29., 24., 13., 14.,  7.,  9.]),\n",
       " array([1.07900318, 1.57110286, 2.06320255, 2.55530223, 3.04740191,\n",
       "        3.53950159, 4.03160127, 4.52370095, 5.01580064, 5.50790032,\n",
       "        6.        ]),\n",
       " <BarContainer object of 10 artists>)"
      ]
     },
     "execution_count": 107,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.hist(df.extreme_score, bins=10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 102,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "ShapiroResult(statistic=0.9513651132583618, pvalue=4.2465256910872995e-07)"
      ]
     },
     "execution_count": 102,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from scipy import stats\n",
    "\n",
    "stats.shapiro(df.extreme_score)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 100,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(array([79., 42., 33., 19., 21.,  8., 11.,  3.,  1.,  3.,  1.,  2.,  0.,\n",
       "         4.,  1.,  0.,  0.,  0.,  0.,  7.]),\n",
       " array([ 0.5  ,  1.525,  2.55 ,  3.575,  4.6  ,  5.625,  6.65 ,  7.675,\n",
       "         8.7  ,  9.725, 10.75 , 11.775, 12.8  , 13.825, 14.85 , 15.875,\n",
       "        16.9  , 17.925, 18.95 , 19.975, 21.   ]),\n",
       " <BarContainer object of 20 artists>)"
      ]
     },
     "execution_count": 100,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.hist(sorted(df.weekly_session), bins=20)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(0.7966855089017079, array([0.755, 0.834]))"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pingouin as pg\n",
    "\n",
    "pg.cronbach_alpha(data=df[['extreme_1', 'extreme_2', 'extreme_3', 'extreme_4', 'extreme_5', 'extreme_6', 'extreme_7', 'extreme_8']])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 108,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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#T_89cce_row15_col18, #T_89cce_row15_col19, #T_89cce_row15_col20, #T_89cce_row15_col21, #T_89cce_row15_col22, #T_89cce_row15_col23, #T_89cce_row15_col25, #T_89cce_row15_col27, #T_89cce_row15_col28, #T_89cce_row15_col29, #T_89cce_row16_col7, #T_89cce_row16_col17, #T_89cce_row16_col18, #T_89cce_row16_col19, #T_89cce_row16_col20, #T_89cce_row16_col22, #T_89cce_row16_col24, #T_89cce_row16_col25, #T_89cce_row16_col27, #T_89cce_row16_col29, #T_89cce_row17_col0, #T_89cce_row17_col1, #T_89cce_row17_col2, #T_89cce_row17_col3, #T_89cce_row17_col4, #T_89cce_row17_col5, #T_89cce_row17_col6, #T_89cce_row17_col7, #T_89cce_row17_col8, #T_89cce_row17_col9, #T_89cce_row17_col10, #T_89cce_row17_col12, #T_89cce_row17_col13, #T_89cce_row17_col14, #T_89cce_row17_col15, #T_89cce_row17_col16, #T_89cce_row17_col17, #T_89cce_row17_col18, #T_89cce_row17_col19, #T_89cce_row17_col20, #T_89cce_row17_col21, #T_89cce_row17_col22, #T_89cce_row17_col23, #T_89cce_row17_col24, #T_89cce_row17_col25, #T_89cce_row17_col27, #T_89cce_row17_col28, #T_89cce_row17_col29, #T_89cce_row18_col7, #T_89cce_row18_col17, #T_89cce_row18_col18, #T_89cce_row18_col19, #T_89cce_row18_col20, #T_89cce_row18_col22, #T_89cce_row18_col26, #T_89cce_row18_col27, #T_89cce_row18_col28, #T_89cce_row18_col29, #T_89cce_row19_col0, #T_89cce_row19_col1, #T_89cce_row19_col2, #T_89cce_row19_col3, #T_89cce_row19_col4, #T_89cce_row19_col5, #T_89cce_row19_col6, #T_89cce_row19_col7, #T_89cce_row19_col8, #T_89cce_row19_col9, #T_89cce_row19_col10, #T_89cce_row19_col11, #T_89cce_row19_col12, #T_89cce_row19_col13, #T_89cce_row19_col14, #T_89cce_row19_col15, #T_89cce_row19_col16, #T_89cce_row19_col17, #T_89cce_row19_col18, #T_89cce_row19_col19, #T_89cce_row19_col20, #T_89cce_row19_col21, #T_89cce_row19_col22, #T_89cce_row19_col23, #T_89cce_row19_col24, #T_89cce_row19_col25, #T_89cce_row19_col26, #T_89cce_row19_col27, #T_89cce_row19_col29, #T_89cce_row20_col0, #T_89cce_row20_col1, #T_89cce_row20_col2, #T_89cce_row20_col3, #T_89cce_row20_col4, 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#T_89cce_row21_col27, #T_89cce_row21_col28, #T_89cce_row21_col29 {\n",
       "  font-weight: ;\n",
       "}\n",
       "#T_89cce_row0_col1, #T_89cce_row0_col2, #T_89cce_row0_col3, #T_89cce_row0_col4, #T_89cce_row0_col5, #T_89cce_row0_col6, #T_89cce_row0_col7, #T_89cce_row0_col9, #T_89cce_row0_col10, #T_89cce_row0_col11, #T_89cce_row0_col12, #T_89cce_row0_col15, #T_89cce_row0_col16, #T_89cce_row0_col23, #T_89cce_row0_col24, #T_89cce_row0_col26, #T_89cce_row1_col1, #T_89cce_row1_col2, #T_89cce_row1_col3, #T_89cce_row1_col4, #T_89cce_row1_col5, #T_89cce_row1_col6, #T_89cce_row1_col8, #T_89cce_row1_col10, #T_89cce_row1_col11, #T_89cce_row1_col12, #T_89cce_row1_col13, #T_89cce_row1_col14, #T_89cce_row1_col15, #T_89cce_row1_col16, #T_89cce_row1_col23, #T_89cce_row1_col24, #T_89cce_row1_col26, #T_89cce_row2_col1, #T_89cce_row2_col2, #T_89cce_row2_col3, #T_89cce_row2_col4, #T_89cce_row2_col5, #T_89cce_row2_col6, #T_89cce_row2_col7, #T_89cce_row2_col8, #T_89cce_row2_col9, #T_89cce_row2_col11, #T_89cce_row2_col12, #T_89cce_row2_col13, #T_89cce_row2_col14, #T_89cce_row2_col15, #T_89cce_row2_col16, 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#T_89cce_row16_col1, #T_89cce_row16_col2, #T_89cce_row16_col3, #T_89cce_row16_col4, #T_89cce_row16_col5, #T_89cce_row16_col6, #T_89cce_row16_col8, #T_89cce_row16_col9, #T_89cce_row16_col10, #T_89cce_row16_col11, #T_89cce_row16_col12, #T_89cce_row16_col13, #T_89cce_row16_col14, #T_89cce_row16_col15, #T_89cce_row16_col16, #T_89cce_row16_col21, #T_89cce_row16_col23, #T_89cce_row16_col26, #T_89cce_row16_col28, #T_89cce_row17_col11, #T_89cce_row17_col26, #T_89cce_row18_col0, #T_89cce_row18_col1, #T_89cce_row18_col2, #T_89cce_row18_col3, #T_89cce_row18_col4, #T_89cce_row18_col5, #T_89cce_row18_col6, #T_89cce_row18_col8, #T_89cce_row18_col9, #T_89cce_row18_col10, #T_89cce_row18_col11, #T_89cce_row18_col12, #T_89cce_row18_col13, #T_89cce_row18_col14, #T_89cce_row18_col15, #T_89cce_row18_col16, #T_89cce_row18_col21, #T_89cce_row18_col23, #T_89cce_row18_col24, #T_89cce_row18_col25, #T_89cce_row19_col28, #T_89cce_row20_col21, #T_89cce_row20_col22, #T_89cce_row20_col24, #T_89cce_row20_col27, #T_89cce_row21_col12, #T_89cce_row21_col13 {\n",
       "  font-weight: bold;\n",
       "}\n",
       "</style>\n",
       "<table id=\"T_89cce\">\n",
       "  <thead>\n",
       "    <tr>\n",
       "      <th class=\"blank level0\" >&nbsp;</th>\n",
       "      <th id=\"T_89cce_level0_col0\" class=\"col_heading level0 col0\" >extreme_1</th>\n",
       "      <th id=\"T_89cce_level0_col1\" class=\"col_heading level0 col1\" >extreme_2</th>\n",
       "      <th id=\"T_89cce_level0_col2\" class=\"col_heading level0 col2\" >extreme_3</th>\n",
       "      <th id=\"T_89cce_level0_col3\" class=\"col_heading level0 col3\" >extreme_4</th>\n",
       "      <th id=\"T_89cce_level0_col4\" class=\"col_heading level0 col4\" >extreme_5</th>\n",
       "      <th id=\"T_89cce_level0_col5\" class=\"col_heading level0 col5\" >extreme_6</th>\n",
       "      <th id=\"T_89cce_level0_col6\" class=\"col_heading level0 col6\" >extreme_7</th>\n",
       "      <th id=\"T_89cce_level0_col7\" class=\"col_heading level0 col7\" >extreme_8</th>\n",
       "      <th id=\"T_89cce_level0_col8\" class=\"col_heading level0 col8\" >extreme_score</th>\n",
       "      <th id=\"T_89cce_level0_col9\" class=\"col_heading level0 col9\" >PPCS_1</th>\n",
       "      <th id=\"T_89cce_level0_col10\" class=\"col_heading level0 col10\" >PPCS_2</th>\n",
       "      <th id=\"T_89cce_level0_col11\" class=\"col_heading level0 col11\" >PPCS_3</th>\n",
       "      <th id=\"T_89cce_level0_col12\" class=\"col_heading level0 col12\" >PPCS_4</th>\n",
       "      <th id=\"T_89cce_level0_col13\" class=\"col_heading level0 col13\" >PPCS_5</th>\n",
       "      <th id=\"T_89cce_level0_col14\" class=\"col_heading level0 col14\" >PPCS_6</th>\n",
       "      <th id=\"T_89cce_level0_col15\" class=\"col_heading level0 col15\" >PPCS_score</th>\n",
       "      <th id=\"T_89cce_level0_col16\" class=\"col_heading level0 col16\" >PPCS_7</th>\n",
       "      <th id=\"T_89cce_level0_col17\" class=\"col_heading level0 col17\" >well-being</th>\n",
       "      <th id=\"T_89cce_level0_col18\" class=\"col_heading level0 col18\" >father_relations</th>\n",
       "      <th id=\"T_89cce_level0_col19\" class=\"col_heading level0 col19\" >mother_relations</th>\n",
       "      <th id=\"T_89cce_level0_col20\" class=\"col_heading level0 col20\" >friends_relations</th>\n",
       "      <th id=\"T_89cce_level0_col21\" class=\"col_heading level0 col21\" >romantic_life</th>\n",
       "      <th id=\"T_89cce_level0_col22\" class=\"col_heading level0 col22\" >sexual_life</th>\n",
       "      <th id=\"T_89cce_level0_col23\" class=\"col_heading level0 col23\" >reenacting</th>\n",
       "      <th id=\"T_89cce_level0_col24\" class=\"col_heading level0 col24\" >weekly_session</th>\n",
       "      <th id=\"T_89cce_level0_col25\" class=\"col_heading level0 col25\" >session_time</th>\n",
       "      <th id=\"T_89cce_level0_col26\" class=\"col_heading level0 col26\" >weekly_minutes</th>\n",
       "      <th id=\"T_89cce_level0_col27\" class=\"col_heading level0 col27\" >age</th>\n",
       "      <th id=\"T_89cce_level0_col28\" class=\"col_heading level0 col28\" >in_relationship</th>\n",
       "      <th id=\"T_89cce_level0_col29\" class=\"col_heading level0 col29\" >believes_in_god</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th id=\"T_89cce_level0_row0\" class=\"row_heading level0 row0\" >extreme_score</th>\n",
       "      <td id=\"T_89cce_row0_col0\" class=\"data row0 col0\" >0.126065</td>\n",
       "      <td id=\"T_89cce_row0_col1\" class=\"data row0 col1\" >0.433504</td>\n",
       "      <td id=\"T_89cce_row0_col2\" class=\"data row0 col2\" >0.675224</td>\n",
       "      <td id=\"T_89cce_row0_col3\" class=\"data row0 col3\" >0.656019</td>\n",
       "      <td id=\"T_89cce_row0_col4\" class=\"data row0 col4\" >0.702955</td>\n",
       "      <td id=\"T_89cce_row0_col5\" class=\"data row0 col5\" >0.793316</td>\n",
       "      <td id=\"T_89cce_row0_col6\" class=\"data row0 col6\" >0.759228</td>\n",
       "      <td id=\"T_89cce_row0_col7\" class=\"data row0 col7\" >0.684718</td>\n",
       "      <td id=\"T_89cce_row0_col8\" class=\"data row0 col8\" >1.000000</td>\n",
       "      <td id=\"T_89cce_row0_col9\" class=\"data row0 col9\" >0.415919</td>\n",
       "      <td id=\"T_89cce_row0_col10\" class=\"data row0 col10\" >0.425603</td>\n",
       "      <td id=\"T_89cce_row0_col11\" class=\"data row0 col11\" >0.323486</td>\n",
       "      <td id=\"T_89cce_row0_col12\" class=\"data row0 col12\" >0.352572</td>\n",
       "      <td id=\"T_89cce_row0_col13\" class=\"data row0 col13\" >0.175875</td>\n",
       "      <td id=\"T_89cce_row0_col14\" class=\"data row0 col14\" >0.192490</td>\n",
       "      <td id=\"T_89cce_row0_col15\" class=\"data row0 col15\" >0.439934</td>\n",
       "      <td id=\"T_89cce_row0_col16\" class=\"data row0 col16\" >0.499024</td>\n",
       "      <td id=\"T_89cce_row0_col17\" class=\"data row0 col17\" >-0.033981</td>\n",
       "      <td id=\"T_89cce_row0_col18\" class=\"data row0 col18\" >-0.073511</td>\n",
       "      <td id=\"T_89cce_row0_col19\" class=\"data row0 col19\" >-0.162943</td>\n",
       "      <td id=\"T_89cce_row0_col20\" class=\"data row0 col20\" >-0.019017</td>\n",
       "      <td id=\"T_89cce_row0_col21\" class=\"data row0 col21\" >-0.052436</td>\n",
       "      <td id=\"T_89cce_row0_col22\" class=\"data row0 col22\" >-0.018258</td>\n",
       "      <td id=\"T_89cce_row0_col23\" class=\"data row0 col23\" >0.340020</td>\n",
       "      <td id=\"T_89cce_row0_col24\" class=\"data row0 col24\" >0.441275</td>\n",
       "      <td id=\"T_89cce_row0_col25\" class=\"data row0 col25\" >0.141899</td>\n",
       "      <td id=\"T_89cce_row0_col26\" class=\"data row0 col26\" >0.453473</td>\n",
       "      <td id=\"T_89cce_row0_col27\" class=\"data row0 col27\" >0.017267</td>\n",
       "      <td id=\"T_89cce_row0_col28\" class=\"data row0 col28\" >0.060061</td>\n",
       "      <td id=\"T_89cce_row0_col29\" class=\"data row0 col29\" >-0.085034</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_89cce_level0_row1\" class=\"row_heading level0 row1\" >PPCS_1</th>\n",
       "      <td id=\"T_89cce_row1_col0\" class=\"data row1 col0\" >0.147714</td>\n",
       "      <td id=\"T_89cce_row1_col1\" class=\"data row1 col1\" >0.451781</td>\n",
       "      <td id=\"T_89cce_row1_col2\" class=\"data row1 col2\" >0.324841</td>\n",
       "      <td id=\"T_89cce_row1_col3\" class=\"data row1 col3\" >0.260188</td>\n",
       "      <td id=\"T_89cce_row1_col4\" class=\"data row1 col4\" >0.306061</td>\n",
       "      <td id=\"T_89cce_row1_col5\" class=\"data row1 col5\" >0.347274</td>\n",
       "      <td id=\"T_89cce_row1_col6\" class=\"data row1 col6\" >0.271024</td>\n",
       "      <td id=\"T_89cce_row1_col7\" class=\"data row1 col7\" >0.164546</td>\n",
       "      <td id=\"T_89cce_row1_col8\" class=\"data row1 col8\" >0.415919</td>\n",
       "      <td id=\"T_89cce_row1_col9\" class=\"data row1 col9\" >1.000000</td>\n",
       "      <td id=\"T_89cce_row1_col10\" class=\"data row1 col10\" >0.530391</td>\n",
       "      <td id=\"T_89cce_row1_col11\" class=\"data row1 col11\" >0.556393</td>\n",
       "      <td id=\"T_89cce_row1_col12\" class=\"data row1 col12\" >0.535806</td>\n",
       "      <td id=\"T_89cce_row1_col13\" class=\"data row1 col13\" >0.302343</td>\n",
       "      <td id=\"T_89cce_row1_col14\" class=\"data row1 col14\" >0.494090</td>\n",
       "      <td id=\"T_89cce_row1_col15\" class=\"data row1 col15\" >0.740826</td>\n",
       "      <td id=\"T_89cce_row1_col16\" class=\"data row1 col16\" >0.314123</td>\n",
       "      <td id=\"T_89cce_row1_col17\" class=\"data row1 col17\" >-0.074593</td>\n",
       "      <td id=\"T_89cce_row1_col18\" class=\"data row1 col18\" >-0.114895</td>\n",
       "      <td id=\"T_89cce_row1_col19\" class=\"data row1 col19\" >-0.160948</td>\n",
       "      <td id=\"T_89cce_row1_col20\" class=\"data row1 col20\" >-0.049873</td>\n",
       "      <td id=\"T_89cce_row1_col21\" class=\"data row1 col21\" >-0.127875</td>\n",
       "      <td id=\"T_89cce_row1_col22\" class=\"data row1 col22\" >-0.101381</td>\n",
       "      <td id=\"T_89cce_row1_col23\" class=\"data row1 col23\" >0.376607</td>\n",
       "      <td id=\"T_89cce_row1_col24\" class=\"data row1 col24\" >0.494065</td>\n",
       "      <td id=\"T_89cce_row1_col25\" class=\"data row1 col25\" >0.156928</td>\n",
       "      <td id=\"T_89cce_row1_col26\" class=\"data row1 col26\" >0.511856</td>\n",
       "      <td id=\"T_89cce_row1_col27\" class=\"data row1 col27\" >0.079131</td>\n",
       "      <td id=\"T_89cce_row1_col28\" class=\"data row1 col28\" >-0.036221</td>\n",
       "      <td id=\"T_89cce_row1_col29\" class=\"data row1 col29\" >0.049703</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_89cce_level0_row2\" class=\"row_heading level0 row2\" >PPCS_2</th>\n",
       "      <td id=\"T_89cce_row2_col0\" class=\"data row2 col0\" >0.166516</td>\n",
       "      <td id=\"T_89cce_row2_col1\" class=\"data row2 col1\" >0.361662</td>\n",
       "      <td id=\"T_89cce_row2_col2\" class=\"data row2 col2\" >0.350936</td>\n",
       "      <td id=\"T_89cce_row2_col3\" class=\"data row2 col3\" >0.269432</td>\n",
       "      <td id=\"T_89cce_row2_col4\" class=\"data row2 col4\" >0.276945</td>\n",
       "      <td id=\"T_89cce_row2_col5\" class=\"data row2 col5\" >0.317567</td>\n",
       "      <td id=\"T_89cce_row2_col6\" class=\"data row2 col6\" >0.302242</td>\n",
       "      <td id=\"T_89cce_row2_col7\" class=\"data row2 col7\" >0.230686</td>\n",
       "      <td id=\"T_89cce_row2_col8\" class=\"data row2 col8\" >0.425603</td>\n",
       "      <td id=\"T_89cce_row2_col9\" class=\"data row2 col9\" >0.530391</td>\n",
       "      <td id=\"T_89cce_row2_col10\" class=\"data row2 col10\" >1.000000</td>\n",
       "      <td id=\"T_89cce_row2_col11\" class=\"data row2 col11\" >0.436816</td>\n",
       "      <td id=\"T_89cce_row2_col12\" class=\"data row2 col12\" >0.457716</td>\n",
       "      <td id=\"T_89cce_row2_col13\" class=\"data row2 col13\" >0.311914</td>\n",
       "      <td id=\"T_89cce_row2_col14\" class=\"data row2 col14\" >0.308849</td>\n",
       "      <td id=\"T_89cce_row2_col15\" class=\"data row2 col15\" >0.717730</td>\n",
       "      <td id=\"T_89cce_row2_col16\" class=\"data row2 col16\" >0.356302</td>\n",
       "      <td id=\"T_89cce_row2_col17\" class=\"data row2 col17\" >-0.123652</td>\n",
       "      <td id=\"T_89cce_row2_col18\" class=\"data row2 col18\" >-0.063413</td>\n",
       "      <td id=\"T_89cce_row2_col19\" class=\"data row2 col19\" >-0.127866</td>\n",
       "      <td id=\"T_89cce_row2_col20\" class=\"data row2 col20\" >-0.010157</td>\n",
       "      <td id=\"T_89cce_row2_col21\" class=\"data row2 col21\" >-0.180190</td>\n",
       "      <td id=\"T_89cce_row2_col22\" class=\"data row2 col22\" >-0.138068</td>\n",
       "      <td id=\"T_89cce_row2_col23\" class=\"data row2 col23\" >0.286723</td>\n",
       "      <td id=\"T_89cce_row2_col24\" class=\"data row2 col24\" >0.504916</td>\n",
       "      <td id=\"T_89cce_row2_col25\" class=\"data row2 col25\" >0.057124</td>\n",
       "      <td id=\"T_89cce_row2_col26\" class=\"data row2 col26\" >0.447447</td>\n",
       "      <td id=\"T_89cce_row2_col27\" class=\"data row2 col27\" >0.190519</td>\n",
       "      <td id=\"T_89cce_row2_col28\" class=\"data row2 col28\" >-0.083947</td>\n",
       "      <td id=\"T_89cce_row2_col29\" class=\"data row2 col29\" >-0.017714</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_89cce_level0_row3\" class=\"row_heading level0 row3\" >PPCS_3</th>\n",
       "      <td id=\"T_89cce_row3_col0\" class=\"data row3 col0\" >0.097120</td>\n",
       "      <td id=\"T_89cce_row3_col1\" class=\"data row3 col1\" >0.249555</td>\n",
       "      <td id=\"T_89cce_row3_col2\" class=\"data row3 col2\" >0.206794</td>\n",
       "      <td id=\"T_89cce_row3_col3\" class=\"data row3 col3\" >0.299621</td>\n",
       "      <td id=\"T_89cce_row3_col4\" class=\"data row3 col4\" >0.274513</td>\n",
       "      <td id=\"T_89cce_row3_col5\" class=\"data row3 col5\" >0.167596</td>\n",
       "      <td id=\"T_89cce_row3_col6\" class=\"data row3 col6\" >0.235286</td>\n",
       "      <td id=\"T_89cce_row3_col7\" class=\"data row3 col7\" >0.236277</td>\n",
       "      <td id=\"T_89cce_row3_col8\" class=\"data row3 col8\" >0.323486</td>\n",
       "      <td id=\"T_89cce_row3_col9\" class=\"data row3 col9\" >0.556393</td>\n",
       "      <td id=\"T_89cce_row3_col10\" class=\"data row3 col10\" >0.436816</td>\n",
       "      <td id=\"T_89cce_row3_col11\" class=\"data row3 col11\" >1.000000</td>\n",
       "      <td id=\"T_89cce_row3_col12\" class=\"data row3 col12\" >0.623965</td>\n",
       "      <td id=\"T_89cce_row3_col13\" class=\"data row3 col13\" >0.498044</td>\n",
       "      <td id=\"T_89cce_row3_col14\" class=\"data row3 col14\" >0.461743</td>\n",
       "      <td id=\"T_89cce_row3_col15\" class=\"data row3 col15\" >0.744043</td>\n",
       "      <td id=\"T_89cce_row3_col16\" class=\"data row3 col16\" >0.383232</td>\n",
       "      <td id=\"T_89cce_row3_col17\" class=\"data row3 col17\" >-0.178245</td>\n",
       "      <td id=\"T_89cce_row3_col18\" class=\"data row3 col18\" >-0.039094</td>\n",
       "      <td id=\"T_89cce_row3_col19\" class=\"data row3 col19\" >-0.215891</td>\n",
       "      <td id=\"T_89cce_row3_col20\" class=\"data row3 col20\" >-0.161753</td>\n",
       "      <td id=\"T_89cce_row3_col21\" class=\"data row3 col21\" >-0.173303</td>\n",
       "      <td id=\"T_89cce_row3_col22\" class=\"data row3 col22\" >-0.117047</td>\n",
       "      <td id=\"T_89cce_row3_col23\" class=\"data row3 col23\" >0.182573</td>\n",
       "      <td id=\"T_89cce_row3_col24\" class=\"data row3 col24\" >0.352105</td>\n",
       "      <td id=\"T_89cce_row3_col25\" class=\"data row3 col25\" >0.225522</td>\n",
       "      <td id=\"T_89cce_row3_col26\" class=\"data row3 col26\" >0.449316</td>\n",
       "      <td id=\"T_89cce_row3_col27\" class=\"data row3 col27\" >0.078850</td>\n",
       "      <td id=\"T_89cce_row3_col28\" class=\"data row3 col28\" >-0.054974</td>\n",
       "      <td id=\"T_89cce_row3_col29\" class=\"data row3 col29\" >0.135347</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_89cce_level0_row4\" class=\"row_heading level0 row4\" >PPCS_4</th>\n",
       "      <td id=\"T_89cce_row4_col0\" class=\"data row4 col0\" >0.224860</td>\n",
       "      <td id=\"T_89cce_row4_col1\" class=\"data row4 col1\" >0.353590</td>\n",
       "      <td id=\"T_89cce_row4_col2\" class=\"data row4 col2\" >0.301677</td>\n",
       "      <td id=\"T_89cce_row4_col3\" class=\"data row4 col3\" >0.279433</td>\n",
       "      <td id=\"T_89cce_row4_col4\" class=\"data row4 col4\" >0.302723</td>\n",
       "      <td id=\"T_89cce_row4_col5\" class=\"data row4 col5\" >0.227077</td>\n",
       "      <td id=\"T_89cce_row4_col6\" class=\"data row4 col6\" >0.215936</td>\n",
       "      <td id=\"T_89cce_row4_col7\" class=\"data row4 col7\" >0.203617</td>\n",
       "      <td id=\"T_89cce_row4_col8\" class=\"data row4 col8\" >0.352572</td>\n",
       "      <td id=\"T_89cce_row4_col9\" class=\"data row4 col9\" >0.535806</td>\n",
       "      <td id=\"T_89cce_row4_col10\" class=\"data row4 col10\" >0.457716</td>\n",
       "      <td id=\"T_89cce_row4_col11\" class=\"data row4 col11\" >0.623965</td>\n",
       "      <td id=\"T_89cce_row4_col12\" class=\"data row4 col12\" >1.000000</td>\n",
       "      <td id=\"T_89cce_row4_col13\" class=\"data row4 col13\" >0.507708</td>\n",
       "      <td id=\"T_89cce_row4_col14\" class=\"data row4 col14\" >0.538612</td>\n",
       "      <td id=\"T_89cce_row4_col15\" class=\"data row4 col15\" >0.766929</td>\n",
       "      <td id=\"T_89cce_row4_col16\" class=\"data row4 col16\" >0.523611</td>\n",
       "      <td id=\"T_89cce_row4_col17\" class=\"data row4 col17\" >-0.144467</td>\n",
       "      <td id=\"T_89cce_row4_col18\" class=\"data row4 col18\" >-0.135200</td>\n",
       "      <td id=\"T_89cce_row4_col19\" class=\"data row4 col19\" >-0.186050</td>\n",
       "      <td id=\"T_89cce_row4_col20\" class=\"data row4 col20\" >-0.120820</td>\n",
       "      <td id=\"T_89cce_row4_col21\" class=\"data row4 col21\" >-0.142932</td>\n",
       "      <td id=\"T_89cce_row4_col22\" class=\"data row4 col22\" >-0.085606</td>\n",
       "      <td id=\"T_89cce_row4_col23\" class=\"data row4 col23\" >0.133218</td>\n",
       "      <td id=\"T_89cce_row4_col24\" class=\"data row4 col24\" >0.368887</td>\n",
       "      <td id=\"T_89cce_row4_col25\" class=\"data row4 col25\" >0.176897</td>\n",
       "      <td id=\"T_89cce_row4_col26\" class=\"data row4 col26\" >0.442119</td>\n",
       "      <td id=\"T_89cce_row4_col27\" class=\"data row4 col27\" >0.008754</td>\n",
       "      <td id=\"T_89cce_row4_col28\" class=\"data row4 col28\" >-0.038742</td>\n",
       "      <td id=\"T_89cce_row4_col29\" class=\"data row4 col29\" >0.243179</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_89cce_level0_row5\" class=\"row_heading level0 row5\" >PPCS_5</th>\n",
       "      <td id=\"T_89cce_row5_col0\" class=\"data row5 col0\" >0.053684</td>\n",
       "      <td id=\"T_89cce_row5_col1\" class=\"data row5 col1\" >0.132120</td>\n",
       "      <td id=\"T_89cce_row5_col2\" class=\"data row5 col2\" >0.164163</td>\n",
       "      <td id=\"T_89cce_row5_col3\" class=\"data row5 col3\" >0.164082</td>\n",
       "      <td id=\"T_89cce_row5_col4\" class=\"data row5 col4\" >0.136140</td>\n",
       "      <td id=\"T_89cce_row5_col5\" class=\"data row5 col5\" >0.067480</td>\n",
       "      <td id=\"T_89cce_row5_col6\" class=\"data row5 col6\" >0.162235</td>\n",
       "      <td id=\"T_89cce_row5_col7\" class=\"data row5 col7\" >0.135199</td>\n",
       "      <td id=\"T_89cce_row5_col8\" class=\"data row5 col8\" >0.175875</td>\n",
       "      <td id=\"T_89cce_row5_col9\" class=\"data row5 col9\" >0.302343</td>\n",
       "      <td id=\"T_89cce_row5_col10\" class=\"data row5 col10\" >0.311914</td>\n",
       "      <td id=\"T_89cce_row5_col11\" class=\"data row5 col11\" >0.498044</td>\n",
       "      <td id=\"T_89cce_row5_col12\" class=\"data row5 col12\" >0.507708</td>\n",
       "      <td id=\"T_89cce_row5_col13\" class=\"data row5 col13\" >1.000000</td>\n",
       "      <td id=\"T_89cce_row5_col14\" class=\"data row5 col14\" >0.431439</td>\n",
       "      <td id=\"T_89cce_row5_col15\" class=\"data row5 col15\" >0.691041</td>\n",
       "      <td id=\"T_89cce_row5_col16\" class=\"data row5 col16\" >0.367448</td>\n",
       "      <td id=\"T_89cce_row5_col17\" class=\"data row5 col17\" >-0.151417</td>\n",
       "      <td id=\"T_89cce_row5_col18\" class=\"data row5 col18\" >0.007965</td>\n",
       "      <td id=\"T_89cce_row5_col19\" class=\"data row5 col19\" >-0.029169</td>\n",
       "      <td id=\"T_89cce_row5_col20\" class=\"data row5 col20\" >-0.061467</td>\n",
       "      <td id=\"T_89cce_row5_col21\" class=\"data row5 col21\" >-0.157233</td>\n",
       "      <td id=\"T_89cce_row5_col22\" class=\"data row5 col22\" >-0.183069</td>\n",
       "      <td id=\"T_89cce_row5_col23\" class=\"data row5 col23\" >0.062055</td>\n",
       "      <td id=\"T_89cce_row5_col24\" class=\"data row5 col24\" >0.302743</td>\n",
       "      <td id=\"T_89cce_row5_col25\" class=\"data row5 col25\" >0.094241</td>\n",
       "      <td id=\"T_89cce_row5_col26\" class=\"data row5 col26\" >0.323559</td>\n",
       "      <td id=\"T_89cce_row5_col27\" class=\"data row5 col27\" >-0.054161</td>\n",
       "      <td id=\"T_89cce_row5_col28\" class=\"data row5 col28\" >-0.144415</td>\n",
       "      <td id=\"T_89cce_row5_col29\" class=\"data row5 col29\" >0.209572</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_89cce_level0_row6\" class=\"row_heading level0 row6\" >PPCS_6</th>\n",
       "      <td id=\"T_89cce_row6_col0\" class=\"data row6 col0\" >0.086522</td>\n",
       "      <td id=\"T_89cce_row6_col1\" class=\"data row6 col1\" >0.220889</td>\n",
       "      <td id=\"T_89cce_row6_col2\" class=\"data row6 col2\" >0.134271</td>\n",
       "      <td id=\"T_89cce_row6_col3\" class=\"data row6 col3\" >0.186044</td>\n",
       "      <td id=\"T_89cce_row6_col4\" class=\"data row6 col4\" >0.156570</td>\n",
       "      <td id=\"T_89cce_row6_col5\" class=\"data row6 col5\" >0.106489</td>\n",
       "      <td id=\"T_89cce_row6_col6\" class=\"data row6 col6\" >0.157167</td>\n",
       "      <td id=\"T_89cce_row6_col7\" class=\"data row6 col7\" >0.154878</td>\n",
       "      <td id=\"T_89cce_row6_col8\" class=\"data row6 col8\" >0.192490</td>\n",
       "      <td id=\"T_89cce_row6_col9\" class=\"data row6 col9\" >0.494090</td>\n",
       "      <td id=\"T_89cce_row6_col10\" class=\"data row6 col10\" >0.308849</td>\n",
       "      <td id=\"T_89cce_row6_col11\" class=\"data row6 col11\" >0.461743</td>\n",
       "      <td id=\"T_89cce_row6_col12\" class=\"data row6 col12\" >0.538612</td>\n",
       "      <td id=\"T_89cce_row6_col13\" class=\"data row6 col13\" >0.431439</td>\n",
       "      <td id=\"T_89cce_row6_col14\" class=\"data row6 col14\" >1.000000</td>\n",
       "      <td id=\"T_89cce_row6_col15\" class=\"data row6 col15\" >0.668892</td>\n",
       "      <td id=\"T_89cce_row6_col16\" class=\"data row6 col16\" >0.331146</td>\n",
       "      <td id=\"T_89cce_row6_col17\" class=\"data row6 col17\" >-0.222631</td>\n",
       "      <td id=\"T_89cce_row6_col18\" class=\"data row6 col18\" >-0.106869</td>\n",
       "      <td id=\"T_89cce_row6_col19\" class=\"data row6 col19\" >-0.125784</td>\n",
       "      <td id=\"T_89cce_row6_col20\" class=\"data row6 col20\" >-0.106742</td>\n",
       "      <td id=\"T_89cce_row6_col21\" class=\"data row6 col21\" >-0.242969</td>\n",
       "      <td id=\"T_89cce_row6_col22\" class=\"data row6 col22\" >-0.181528</td>\n",
       "      <td id=\"T_89cce_row6_col23\" class=\"data row6 col23\" >0.143656</td>\n",
       "      <td id=\"T_89cce_row6_col24\" class=\"data row6 col24\" >0.277843</td>\n",
       "      <td id=\"T_89cce_row6_col25\" class=\"data row6 col25\" >0.141345</td>\n",
       "      <td id=\"T_89cce_row6_col26\" class=\"data row6 col26\" >0.321479</td>\n",
       "      <td id=\"T_89cce_row6_col27\" class=\"data row6 col27\" >-0.101452</td>\n",
       "      <td id=\"T_89cce_row6_col28\" class=\"data row6 col28\" >-0.152426</td>\n",
       "      <td id=\"T_89cce_row6_col29\" class=\"data row6 col29\" >0.163628</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_89cce_level0_row7\" class=\"row_heading level0 row7\" >PPCS_score</th>\n",
       "      <td id=\"T_89cce_row7_col0\" class=\"data row7 col0\" >0.154389</td>\n",
       "      <td id=\"T_89cce_row7_col1\" class=\"data row7 col1\" >0.370645</td>\n",
       "      <td id=\"T_89cce_row7_col2\" class=\"data row7 col2\" >0.372248</td>\n",
       "      <td id=\"T_89cce_row7_col3\" class=\"data row7 col3\" >0.317701</td>\n",
       "      <td id=\"T_89cce_row7_col4\" class=\"data row7 col4\" >0.338282</td>\n",
       "      <td id=\"T_89cce_row7_col5\" class=\"data row7 col5\" >0.292449</td>\n",
       "      <td id=\"T_89cce_row7_col6\" class=\"data row7 col6\" >0.297517</td>\n",
       "      <td id=\"T_89cce_row7_col7\" class=\"data row7 col7\" >0.267202</td>\n",
       "      <td id=\"T_89cce_row7_col8\" class=\"data row7 col8\" >0.439934</td>\n",
       "      <td id=\"T_89cce_row7_col9\" class=\"data row7 col9\" >0.740826</td>\n",
       "      <td id=\"T_89cce_row7_col10\" class=\"data row7 col10\" >0.717730</td>\n",
       "      <td id=\"T_89cce_row7_col11\" class=\"data row7 col11\" >0.744043</td>\n",
       "      <td id=\"T_89cce_row7_col12\" class=\"data row7 col12\" >0.766929</td>\n",
       "      <td id=\"T_89cce_row7_col13\" class=\"data row7 col13\" >0.691041</td>\n",
       "      <td id=\"T_89cce_row7_col14\" class=\"data row7 col14\" >0.668892</td>\n",
       "      <td id=\"T_89cce_row7_col15\" class=\"data row7 col15\" >1.000000</td>\n",
       "      <td id=\"T_89cce_row7_col16\" class=\"data row7 col16\" >0.502315</td>\n",
       "      <td id=\"T_89cce_row7_col17\" class=\"data row7 col17\" >-0.201887</td>\n",
       "      <td id=\"T_89cce_row7_col18\" class=\"data row7 col18\" >-0.086769</td>\n",
       "      <td id=\"T_89cce_row7_col19\" class=\"data row7 col19\" >-0.149723</td>\n",
       "      <td id=\"T_89cce_row7_col20\" class=\"data row7 col20\" >-0.071028</td>\n",
       "      <td id=\"T_89cce_row7_col21\" class=\"data row7 col21\" >-0.237858</td>\n",
       "      <td id=\"T_89cce_row7_col22\" class=\"data row7 col22\" >-0.191707</td>\n",
       "      <td id=\"T_89cce_row7_col23\" class=\"data row7 col23\" >0.274417</td>\n",
       "      <td id=\"T_89cce_row7_col24\" class=\"data row7 col24\" >0.527279</td>\n",
       "      <td id=\"T_89cce_row7_col25\" class=\"data row7 col25\" >0.181328</td>\n",
       "      <td id=\"T_89cce_row7_col26\" class=\"data row7 col26\" >0.551434</td>\n",
       "      <td id=\"T_89cce_row7_col27\" class=\"data row7 col27\" >0.030613</td>\n",
       "      <td id=\"T_89cce_row7_col28\" class=\"data row7 col28\" >-0.137246</td>\n",
       "      <td id=\"T_89cce_row7_col29\" class=\"data row7 col29\" >0.138147</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_89cce_level0_row8\" class=\"row_heading level0 row8\" >PPCS_7</th>\n",
       "      <td id=\"T_89cce_row8_col0\" class=\"data row8 col0\" >0.064195</td>\n",
       "      <td id=\"T_89cce_row8_col1\" class=\"data row8 col1\" >0.143729</td>\n",
       "      <td id=\"T_89cce_row8_col2\" class=\"data row8 col2\" >0.288888</td>\n",
       "      <td id=\"T_89cce_row8_col3\" class=\"data row8 col3\" >0.348118</td>\n",
       "      <td id=\"T_89cce_row8_col4\" class=\"data row8 col4\" >0.330159</td>\n",
       "      <td id=\"T_89cce_row8_col5\" class=\"data row8 col5\" >0.334534</td>\n",
       "      <td id=\"T_89cce_row8_col6\" class=\"data row8 col6\" >0.462340</td>\n",
       "      <td id=\"T_89cce_row8_col7\" class=\"data row8 col7\" >0.458326</td>\n",
       "      <td id=\"T_89cce_row8_col8\" class=\"data row8 col8\" >0.499024</td>\n",
       "      <td id=\"T_89cce_row8_col9\" class=\"data row8 col9\" >0.314123</td>\n",
       "      <td id=\"T_89cce_row8_col10\" class=\"data row8 col10\" >0.356302</td>\n",
       "      <td id=\"T_89cce_row8_col11\" class=\"data row8 col11\" >0.383232</td>\n",
       "      <td id=\"T_89cce_row8_col12\" class=\"data row8 col12\" >0.523611</td>\n",
       "      <td id=\"T_89cce_row8_col13\" class=\"data row8 col13\" >0.367448</td>\n",
       "      <td id=\"T_89cce_row8_col14\" class=\"data row8 col14\" >0.331146</td>\n",
       "      <td id=\"T_89cce_row8_col15\" class=\"data row8 col15\" >0.502315</td>\n",
       "      <td id=\"T_89cce_row8_col16\" class=\"data row8 col16\" >1.000000</td>\n",
       "      <td id=\"T_89cce_row8_col17\" class=\"data row8 col17\" >-0.182360</td>\n",
       "      <td id=\"T_89cce_row8_col18\" class=\"data row8 col18\" >-0.147955</td>\n",
       "      <td id=\"T_89cce_row8_col19\" class=\"data row8 col19\" >-0.231437</td>\n",
       "      <td id=\"T_89cce_row8_col20\" class=\"data row8 col20\" >-0.130086</td>\n",
       "      <td id=\"T_89cce_row8_col21\" class=\"data row8 col21\" >-0.153902</td>\n",
       "      <td id=\"T_89cce_row8_col22\" class=\"data row8 col22\" >-0.081950</td>\n",
       "      <td id=\"T_89cce_row8_col23\" class=\"data row8 col23\" >0.134028</td>\n",
       "      <td id=\"T_89cce_row8_col24\" class=\"data row8 col24\" >0.269920</td>\n",
       "      <td id=\"T_89cce_row8_col25\" class=\"data row8 col25\" >0.197129</td>\n",
       "      <td id=\"T_89cce_row8_col26\" class=\"data row8 col26\" >0.344720</td>\n",
       "      <td id=\"T_89cce_row8_col27\" class=\"data row8 col27\" >-0.036526</td>\n",
       "      <td id=\"T_89cce_row8_col28\" class=\"data row8 col28\" >-0.067360</td>\n",
       "      <td id=\"T_89cce_row8_col29\" class=\"data row8 col29\" >0.109372</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_89cce_level0_row9\" class=\"row_heading level0 row9\" >well-being</th>\n",
       "      <td id=\"T_89cce_row9_col0\" class=\"data row9 col0\" >0.020361</td>\n",
       "      <td id=\"T_89cce_row9_col1\" class=\"data row9 col1\" >-0.006781</td>\n",
       "      <td id=\"T_89cce_row9_col2\" class=\"data row9 col2\" >-0.054897</td>\n",
       "      <td id=\"T_89cce_row9_col3\" class=\"data row9 col3\" >0.036020</td>\n",
       "      <td id=\"T_89cce_row9_col4\" class=\"data row9 col4\" >-0.003535</td>\n",
       "      <td id=\"T_89cce_row9_col5\" class=\"data row9 col5\" >-0.019596</td>\n",
       "      <td id=\"T_89cce_row9_col6\" class=\"data row9 col6\" >-0.046652</td>\n",
       "      <td id=\"T_89cce_row9_col7\" class=\"data row9 col7\" >-0.027147</td>\n",
       "      <td id=\"T_89cce_row9_col8\" class=\"data row9 col8\" >-0.033981</td>\n",
       "      <td id=\"T_89cce_row9_col9\" class=\"data row9 col9\" >-0.074593</td>\n",
       "      <td id=\"T_89cce_row9_col10\" class=\"data row9 col10\" >-0.123652</td>\n",
       "      <td id=\"T_89cce_row9_col11\" class=\"data row9 col11\" >-0.178245</td>\n",
       "      <td id=\"T_89cce_row9_col12\" class=\"data row9 col12\" >-0.144467</td>\n",
       "      <td id=\"T_89cce_row9_col13\" class=\"data row9 col13\" >-0.151417</td>\n",
       "      <td id=\"T_89cce_row9_col14\" class=\"data row9 col14\" >-0.222631</td>\n",
       "      <td id=\"T_89cce_row9_col15\" class=\"data row9 col15\" >-0.201887</td>\n",
       "      <td id=\"T_89cce_row9_col16\" class=\"data row9 col16\" >-0.182360</td>\n",
       "      <td id=\"T_89cce_row9_col17\" class=\"data row9 col17\" >1.000000</td>\n",
       "      <td id=\"T_89cce_row9_col18\" class=\"data row9 col18\" >0.261818</td>\n",
       "      <td id=\"T_89cce_row9_col19\" class=\"data row9 col19\" >0.409991</td>\n",
       "      <td id=\"T_89cce_row9_col20\" class=\"data row9 col20\" >0.461491</td>\n",
       "      <td id=\"T_89cce_row9_col21\" class=\"data row9 col21\" >0.401752</td>\n",
       "      <td id=\"T_89cce_row9_col22\" class=\"data row9 col22\" >0.394571</td>\n",
       "      <td id=\"T_89cce_row9_col23\" class=\"data row9 col23\" >0.027440</td>\n",
       "      <td id=\"T_89cce_row9_col24\" class=\"data row9 col24\" >-0.103089</td>\n",
       "      <td id=\"T_89cce_row9_col25\" class=\"data row9 col25\" >-0.066277</td>\n",
       "      <td id=\"T_89cce_row9_col26\" class=\"data row9 col26\" >-0.108670</td>\n",
       "      <td id=\"T_89cce_row9_col27\" class=\"data row9 col27\" >0.034889</td>\n",
       "      <td id=\"T_89cce_row9_col28\" class=\"data row9 col28\" >0.142968</td>\n",
       "      <td id=\"T_89cce_row9_col29\" class=\"data row9 col29\" >-0.019118</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_89cce_level0_row10\" class=\"row_heading level0 row10\" >father_relations</th>\n",
       "      <td id=\"T_89cce_row10_col0\" class=\"data row10 col0\" >0.039526</td>\n",
       "      <td id=\"T_89cce_row10_col1\" class=\"data row10 col1\" >-0.041941</td>\n",
       "      <td id=\"T_89cce_row10_col2\" class=\"data row10 col2\" >-0.095968</td>\n",
       "      <td id=\"T_89cce_row10_col3\" class=\"data row10 col3\" >0.013521</td>\n",
       "      <td id=\"T_89cce_row10_col4\" class=\"data row10 col4\" >-0.036059</td>\n",
       "      <td id=\"T_89cce_row10_col5\" class=\"data row10 col5\" >-0.074732</td>\n",
       "      <td id=\"T_89cce_row10_col6\" class=\"data row10 col6\" >-0.052768</td>\n",
       "      <td id=\"T_89cce_row10_col7\" class=\"data row10 col7\" >-0.070274</td>\n",
       "      <td id=\"T_89cce_row10_col8\" class=\"data row10 col8\" >-0.073511</td>\n",
       "      <td id=\"T_89cce_row10_col9\" class=\"data row10 col9\" >-0.114895</td>\n",
       "      <td id=\"T_89cce_row10_col10\" class=\"data row10 col10\" >-0.063413</td>\n",
       "      <td id=\"T_89cce_row10_col11\" class=\"data row10 col11\" >-0.039094</td>\n",
       "      <td id=\"T_89cce_row10_col12\" class=\"data row10 col12\" >-0.135200</td>\n",
       "      <td id=\"T_89cce_row10_col13\" class=\"data row10 col13\" >0.007965</td>\n",
       "      <td id=\"T_89cce_row10_col14\" class=\"data row10 col14\" >-0.106869</td>\n",
       "      <td id=\"T_89cce_row10_col15\" class=\"data row10 col15\" >-0.086769</td>\n",
       "      <td id=\"T_89cce_row10_col16\" class=\"data row10 col16\" >-0.147955</td>\n",
       "      <td id=\"T_89cce_row10_col17\" class=\"data row10 col17\" >0.261818</td>\n",
       "      <td id=\"T_89cce_row10_col18\" class=\"data row10 col18\" >1.000000</td>\n",
       "      <td id=\"T_89cce_row10_col19\" class=\"data row10 col19\" >0.466917</td>\n",
       "      <td id=\"T_89cce_row10_col20\" class=\"data row10 col20\" >0.298718</td>\n",
       "      <td id=\"T_89cce_row10_col21\" class=\"data row10 col21\" >0.159713</td>\n",
       "      <td id=\"T_89cce_row10_col22\" class=\"data row10 col22\" >0.103154</td>\n",
       "      <td id=\"T_89cce_row10_col23\" class=\"data row10 col23\" >0.034775</td>\n",
       "      <td id=\"T_89cce_row10_col24\" class=\"data row10 col24\" >0.061997</td>\n",
       "      <td id=\"T_89cce_row10_col25\" class=\"data row10 col25\" >-0.067914</td>\n",
       "      <td id=\"T_89cce_row10_col26\" class=\"data row10 col26\" >0.012545</td>\n",
       "      <td id=\"T_89cce_row10_col27\" class=\"data row10 col27\" >0.021611</td>\n",
       "      <td id=\"T_89cce_row10_col28\" class=\"data row10 col28\" >-0.010059</td>\n",
       "      <td id=\"T_89cce_row10_col29\" class=\"data row10 col29\" >0.075670</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_89cce_level0_row11\" class=\"row_heading level0 row11\" >mother_relations</th>\n",
       "      <td id=\"T_89cce_row11_col0\" class=\"data row11 col0\" >0.047461</td>\n",
       "      <td id=\"T_89cce_row11_col1\" class=\"data row11 col1\" >-0.032155</td>\n",
       "      <td id=\"T_89cce_row11_col2\" class=\"data row11 col2\" >-0.081707</td>\n",
       "      <td id=\"T_89cce_row11_col3\" class=\"data row11 col3\" >-0.066013</td>\n",
       "      <td id=\"T_89cce_row11_col4\" class=\"data row11 col4\" >-0.113472</td>\n",
       "      <td id=\"T_89cce_row11_col5\" class=\"data row11 col5\" >-0.137901</td>\n",
       "      <td id=\"T_89cce_row11_col6\" class=\"data row11 col6\" >-0.145274</td>\n",
       "      <td id=\"T_89cce_row11_col7\" class=\"data row11 col7\" >-0.190450</td>\n",
       "      <td id=\"T_89cce_row11_col8\" class=\"data row11 col8\" >-0.162943</td>\n",
       "      <td id=\"T_89cce_row11_col9\" class=\"data row11 col9\" >-0.160948</td>\n",
       "      <td id=\"T_89cce_row11_col10\" class=\"data row11 col10\" >-0.127866</td>\n",
       "      <td id=\"T_89cce_row11_col11\" class=\"data row11 col11\" >-0.215891</td>\n",
       "      <td id=\"T_89cce_row11_col12\" class=\"data row11 col12\" >-0.186050</td>\n",
       "      <td id=\"T_89cce_row11_col13\" class=\"data row11 col13\" >-0.029169</td>\n",
       "      <td id=\"T_89cce_row11_col14\" class=\"data row11 col14\" >-0.125784</td>\n",
       "      <td id=\"T_89cce_row11_col15\" class=\"data row11 col15\" >-0.149723</td>\n",
       "      <td id=\"T_89cce_row11_col16\" class=\"data row11 col16\" >-0.231437</td>\n",
       "      <td id=\"T_89cce_row11_col17\" class=\"data row11 col17\" >0.409991</td>\n",
       "      <td id=\"T_89cce_row11_col18\" class=\"data row11 col18\" >0.466917</td>\n",
       "      <td id=\"T_89cce_row11_col19\" class=\"data row11 col19\" >1.000000</td>\n",
       "      <td id=\"T_89cce_row11_col20\" class=\"data row11 col20\" >0.395669</td>\n",
       "      <td id=\"T_89cce_row11_col21\" class=\"data row11 col21\" >0.175360</td>\n",
       "      <td id=\"T_89cce_row11_col22\" class=\"data row11 col22\" >0.180199</td>\n",
       "      <td id=\"T_89cce_row11_col23\" class=\"data row11 col23\" >-0.105105</td>\n",
       "      <td id=\"T_89cce_row11_col24\" class=\"data row11 col24\" >-0.003219</td>\n",
       "      <td id=\"T_89cce_row11_col25\" class=\"data row11 col25\" >-0.164701</td>\n",
       "      <td id=\"T_89cce_row11_col26\" class=\"data row11 col26\" >-0.096329</td>\n",
       "      <td id=\"T_89cce_row11_col27\" class=\"data row11 col27\" >-0.106628</td>\n",
       "      <td id=\"T_89cce_row11_col28\" class=\"data row11 col28\" >-0.040154</td>\n",
       "      <td id=\"T_89cce_row11_col29\" class=\"data row11 col29\" >0.050694</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_89cce_level0_row12\" class=\"row_heading level0 row12\" >friends_relations</th>\n",
       "      <td id=\"T_89cce_row12_col0\" class=\"data row12 col0\" >-0.038057</td>\n",
       "      <td id=\"T_89cce_row12_col1\" class=\"data row12 col1\" >-0.041048</td>\n",
       "      <td id=\"T_89cce_row12_col2\" class=\"data row12 col2\" >0.006435</td>\n",
       "      <td id=\"T_89cce_row12_col3\" class=\"data row12 col3\" >0.022554</td>\n",
       "      <td id=\"T_89cce_row12_col4\" class=\"data row12 col4\" >0.017805</td>\n",
       "      <td id=\"T_89cce_row12_col5\" class=\"data row12 col5\" >0.014147</td>\n",
       "      <td id=\"T_89cce_row12_col6\" class=\"data row12 col6\" >-0.085651</td>\n",
       "      <td id=\"T_89cce_row12_col7\" class=\"data row12 col7\" >-0.093531</td>\n",
       "      <td id=\"T_89cce_row12_col8\" class=\"data row12 col8\" >-0.019017</td>\n",
       "      <td id=\"T_89cce_row12_col9\" class=\"data row12 col9\" >-0.049873</td>\n",
       "      <td id=\"T_89cce_row12_col10\" class=\"data row12 col10\" >-0.010157</td>\n",
       "      <td id=\"T_89cce_row12_col11\" class=\"data row12 col11\" >-0.161753</td>\n",
       "      <td id=\"T_89cce_row12_col12\" class=\"data row12 col12\" >-0.120820</td>\n",
       "      <td id=\"T_89cce_row12_col13\" class=\"data row12 col13\" >-0.061467</td>\n",
       "      <td id=\"T_89cce_row12_col14\" class=\"data row12 col14\" >-0.106742</td>\n",
       "      <td id=\"T_89cce_row12_col15\" class=\"data row12 col15\" >-0.071028</td>\n",
       "      <td id=\"T_89cce_row12_col16\" class=\"data row12 col16\" >-0.130086</td>\n",
       "      <td id=\"T_89cce_row12_col17\" class=\"data row12 col17\" >0.461491</td>\n",
       "      <td id=\"T_89cce_row12_col18\" class=\"data row12 col18\" >0.298718</td>\n",
       "      <td id=\"T_89cce_row12_col19\" class=\"data row12 col19\" >0.395669</td>\n",
       "      <td id=\"T_89cce_row12_col20\" class=\"data row12 col20\" >1.000000</td>\n",
       "      <td id=\"T_89cce_row12_col21\" class=\"data row12 col21\" >0.234875</td>\n",
       "      <td id=\"T_89cce_row12_col22\" class=\"data row12 col22\" >0.191353</td>\n",
       "      <td id=\"T_89cce_row12_col23\" class=\"data row12 col23\" >0.011202</td>\n",
       "      <td id=\"T_89cce_row12_col24\" class=\"data row12 col24\" >0.024194</td>\n",
       "      <td id=\"T_89cce_row12_col25\" class=\"data row12 col25\" >-0.038131</td>\n",
       "      <td id=\"T_89cce_row12_col26\" class=\"data row12 col26\" >-0.011459</td>\n",
       "      <td id=\"T_89cce_row12_col27\" class=\"data row12 col27\" >0.036194</td>\n",
       "      <td id=\"T_89cce_row12_col28\" class=\"data row12 col28\" >0.014168</td>\n",
       "      <td id=\"T_89cce_row12_col29\" class=\"data row12 col29\" >-0.029847</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_89cce_level0_row13\" class=\"row_heading level0 row13\" >romantic_life</th>\n",
       "      <td id=\"T_89cce_row13_col0\" class=\"data row13 col0\" >-0.137411</td>\n",
       "      <td id=\"T_89cce_row13_col1\" class=\"data row13 col1\" >-0.107132</td>\n",
       "      <td id=\"T_89cce_row13_col2\" class=\"data row13 col2\" >-0.023212</td>\n",
       "      <td id=\"T_89cce_row13_col3\" class=\"data row13 col3\" >-0.034110</td>\n",
       "      <td id=\"T_89cce_row13_col4\" class=\"data row13 col4\" >-0.128589</td>\n",
       "      <td id=\"T_89cce_row13_col5\" class=\"data row13 col5\" >-0.008237</td>\n",
       "      <td id=\"T_89cce_row13_col6\" class=\"data row13 col6\" >0.003604</td>\n",
       "      <td id=\"T_89cce_row13_col7\" class=\"data row13 col7\" >-0.041715</td>\n",
       "      <td id=\"T_89cce_row13_col8\" class=\"data row13 col8\" >-0.052436</td>\n",
       "      <td id=\"T_89cce_row13_col9\" class=\"data row13 col9\" >-0.127875</td>\n",
       "      <td id=\"T_89cce_row13_col10\" class=\"data row13 col10\" >-0.180190</td>\n",
       "      <td id=\"T_89cce_row13_col11\" class=\"data row13 col11\" >-0.173303</td>\n",
       "      <td id=\"T_89cce_row13_col12\" class=\"data row13 col12\" >-0.142932</td>\n",
       "      <td id=\"T_89cce_row13_col13\" class=\"data row13 col13\" >-0.157233</td>\n",
       "      <td id=\"T_89cce_row13_col14\" class=\"data row13 col14\" >-0.242969</td>\n",
       "      <td id=\"T_89cce_row13_col15\" class=\"data row13 col15\" >-0.237858</td>\n",
       "      <td id=\"T_89cce_row13_col16\" class=\"data row13 col16\" >-0.153902</td>\n",
       "      <td id=\"T_89cce_row13_col17\" class=\"data row13 col17\" >0.401752</td>\n",
       "      <td id=\"T_89cce_row13_col18\" class=\"data row13 col18\" >0.159713</td>\n",
       "      <td id=\"T_89cce_row13_col19\" class=\"data row13 col19\" >0.175360</td>\n",
       "      <td id=\"T_89cce_row13_col20\" class=\"data row13 col20\" >0.234875</td>\n",
       "      <td id=\"T_89cce_row13_col21\" class=\"data row13 col21\" >1.000000</td>\n",
       "      <td id=\"T_89cce_row13_col22\" class=\"data row13 col22\" >0.773315</td>\n",
       "      <td id=\"T_89cce_row13_col23\" class=\"data row13 col23\" >-0.005549</td>\n",
       "      <td id=\"T_89cce_row13_col24\" class=\"data row13 col24\" >-0.221329</td>\n",
       "      <td id=\"T_89cce_row13_col25\" class=\"data row13 col25\" >-0.035647</td>\n",
       "      <td id=\"T_89cce_row13_col26\" class=\"data row13 col26\" >-0.203145</td>\n",
       "      <td id=\"T_89cce_row13_col27\" class=\"data row13 col27\" >-0.014794</td>\n",
       "      <td id=\"T_89cce_row13_col28\" class=\"data row13 col28\" >0.604659</td>\n",
       "      <td id=\"T_89cce_row13_col29\" class=\"data row13 col29\" >0.066134</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_89cce_level0_row14\" class=\"row_heading level0 row14\" >sexual_life</th>\n",
       "      <td id=\"T_89cce_row14_col0\" class=\"data row14 col0\" >-0.125536</td>\n",
       "      <td id=\"T_89cce_row14_col1\" class=\"data row14 col1\" >-0.127586</td>\n",
       "      <td id=\"T_89cce_row14_col2\" class=\"data row14 col2\" >-0.023752</td>\n",
       "      <td id=\"T_89cce_row14_col3\" class=\"data row14 col3\" >0.004964</td>\n",
       "      <td id=\"T_89cce_row14_col4\" class=\"data row14 col4\" >-0.058754</td>\n",
       "      <td id=\"T_89cce_row14_col5\" class=\"data row14 col5\" >0.042265</td>\n",
       "      <td id=\"T_89cce_row14_col6\" class=\"data row14 col6\" >0.038414</td>\n",
       "      <td id=\"T_89cce_row14_col7\" class=\"data row14 col7\" >-0.006265</td>\n",
       "      <td id=\"T_89cce_row14_col8\" class=\"data row14 col8\" >-0.018258</td>\n",
       "      <td id=\"T_89cce_row14_col9\" class=\"data row14 col9\" >-0.101381</td>\n",
       "      <td id=\"T_89cce_row14_col10\" class=\"data row14 col10\" >-0.138068</td>\n",
       "      <td id=\"T_89cce_row14_col11\" class=\"data row14 col11\" >-0.117047</td>\n",
       "      <td id=\"T_89cce_row14_col12\" class=\"data row14 col12\" >-0.085606</td>\n",
       "      <td id=\"T_89cce_row14_col13\" class=\"data row14 col13\" >-0.183069</td>\n",
       "      <td id=\"T_89cce_row14_col14\" class=\"data row14 col14\" >-0.181528</td>\n",
       "      <td id=\"T_89cce_row14_col15\" class=\"data row14 col15\" >-0.191707</td>\n",
       "      <td id=\"T_89cce_row14_col16\" class=\"data row14 col16\" >-0.081950</td>\n",
       "      <td id=\"T_89cce_row14_col17\" class=\"data row14 col17\" >0.394571</td>\n",
       "      <td id=\"T_89cce_row14_col18\" class=\"data row14 col18\" >0.103154</td>\n",
       "      <td id=\"T_89cce_row14_col19\" class=\"data row14 col19\" >0.180199</td>\n",
       "      <td id=\"T_89cce_row14_col20\" class=\"data row14 col20\" >0.191353</td>\n",
       "      <td id=\"T_89cce_row14_col21\" class=\"data row14 col21\" >0.773315</td>\n",
       "      <td id=\"T_89cce_row14_col22\" class=\"data row14 col22\" >1.000000</td>\n",
       "      <td id=\"T_89cce_row14_col23\" class=\"data row14 col23\" >0.006539</td>\n",
       "      <td id=\"T_89cce_row14_col24\" class=\"data row14 col24\" >-0.174571</td>\n",
       "      <td id=\"T_89cce_row14_col25\" class=\"data row14 col25\" >0.015348</td>\n",
       "      <td id=\"T_89cce_row14_col26\" class=\"data row14 col26\" >-0.121709</td>\n",
       "      <td id=\"T_89cce_row14_col27\" class=\"data row14 col27\" >-0.023409</td>\n",
       "      <td id=\"T_89cce_row14_col28\" class=\"data row14 col28\" >0.440916</td>\n",
       "      <td id=\"T_89cce_row14_col29\" class=\"data row14 col29\" >-0.005878</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_89cce_level0_row15\" class=\"row_heading level0 row15\" >reenacting</th>\n",
       "      <td id=\"T_89cce_row15_col0\" class=\"data row15 col0\" >-0.018273</td>\n",
       "      <td id=\"T_89cce_row15_col1\" class=\"data row15 col1\" >0.210584</td>\n",
       "      <td id=\"T_89cce_row15_col2\" class=\"data row15 col2\" >0.297218</td>\n",
       "      <td id=\"T_89cce_row15_col3\" class=\"data row15 col3\" >0.252957</td>\n",
       "      <td id=\"T_89cce_row15_col4\" class=\"data row15 col4\" >0.315481</td>\n",
       "      <td id=\"T_89cce_row15_col5\" class=\"data row15 col5\" >0.238832</td>\n",
       "      <td id=\"T_89cce_row15_col6\" class=\"data row15 col6\" >0.236864</td>\n",
       "      <td id=\"T_89cce_row15_col7\" class=\"data row15 col7\" >0.177804</td>\n",
       "      <td id=\"T_89cce_row15_col8\" class=\"data row15 col8\" >0.340020</td>\n",
       "      <td id=\"T_89cce_row15_col9\" class=\"data row15 col9\" >0.376607</td>\n",
       "      <td id=\"T_89cce_row15_col10\" class=\"data row15 col10\" >0.286723</td>\n",
       "      <td id=\"T_89cce_row15_col11\" class=\"data row15 col11\" >0.182573</td>\n",
       "      <td id=\"T_89cce_row15_col12\" class=\"data row15 col12\" >0.133218</td>\n",
       "      <td id=\"T_89cce_row15_col13\" class=\"data row15 col13\" >0.062055</td>\n",
       "      <td id=\"T_89cce_row15_col14\" class=\"data row15 col14\" >0.143656</td>\n",
       "      <td id=\"T_89cce_row15_col15\" class=\"data row15 col15\" >0.274417</td>\n",
       "      <td id=\"T_89cce_row15_col16\" class=\"data row15 col16\" >0.134028</td>\n",
       "      <td id=\"T_89cce_row15_col17\" class=\"data row15 col17\" >0.027440</td>\n",
       "      <td id=\"T_89cce_row15_col18\" class=\"data row15 col18\" >0.034775</td>\n",
       "      <td id=\"T_89cce_row15_col19\" class=\"data row15 col19\" >-0.105105</td>\n",
       "      <td id=\"T_89cce_row15_col20\" class=\"data row15 col20\" >0.011202</td>\n",
       "      <td id=\"T_89cce_row15_col21\" class=\"data row15 col21\" >-0.005549</td>\n",
       "      <td id=\"T_89cce_row15_col22\" class=\"data row15 col22\" >0.006539</td>\n",
       "      <td id=\"T_89cce_row15_col23\" class=\"data row15 col23\" >1.000000</td>\n",
       "      <td id=\"T_89cce_row15_col24\" class=\"data row15 col24\" >0.213330</td>\n",
       "      <td id=\"T_89cce_row15_col25\" class=\"data row15 col25\" >0.093435</td>\n",
       "      <td id=\"T_89cce_row15_col26\" class=\"data row15 col26\" >0.245304</td>\n",
       "      <td id=\"T_89cce_row15_col27\" class=\"data row15 col27\" >0.076592</td>\n",
       "      <td id=\"T_89cce_row15_col28\" class=\"data row15 col28\" >0.042592</td>\n",
       "      <td id=\"T_89cce_row15_col29\" class=\"data row15 col29\" >-0.036623</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_89cce_level0_row16\" class=\"row_heading level0 row16\" >weekly_session</th>\n",
       "      <td id=\"T_89cce_row16_col0\" class=\"data row16 col0\" >0.212801</td>\n",
       "      <td id=\"T_89cce_row16_col1\" class=\"data row16 col1\" >0.395718</td>\n",
       "      <td id=\"T_89cce_row16_col2\" class=\"data row16 col2\" >0.384461</td>\n",
       "      <td id=\"T_89cce_row16_col3\" class=\"data row16 col3\" >0.321170</td>\n",
       "      <td id=\"T_89cce_row16_col4\" class=\"data row16 col4\" >0.371511</td>\n",
       "      <td id=\"T_89cce_row16_col5\" class=\"data row16 col5\" >0.375036</td>\n",
       "      <td id=\"T_89cce_row16_col6\" class=\"data row16 col6\" >0.240502</td>\n",
       "      <td id=\"T_89cce_row16_col7\" class=\"data row16 col7\" >0.128296</td>\n",
       "      <td id=\"T_89cce_row16_col8\" class=\"data row16 col8\" >0.441275</td>\n",
       "      <td id=\"T_89cce_row16_col9\" class=\"data row16 col9\" >0.494065</td>\n",
       "      <td id=\"T_89cce_row16_col10\" class=\"data row16 col10\" >0.504916</td>\n",
       "      <td id=\"T_89cce_row16_col11\" class=\"data row16 col11\" >0.352105</td>\n",
       "      <td id=\"T_89cce_row16_col12\" class=\"data row16 col12\" >0.368887</td>\n",
       "      <td id=\"T_89cce_row16_col13\" class=\"data row16 col13\" >0.302743</td>\n",
       "      <td id=\"T_89cce_row16_col14\" class=\"data row16 col14\" >0.277843</td>\n",
       "      <td id=\"T_89cce_row16_col15\" class=\"data row16 col15\" >0.527279</td>\n",
       "      <td id=\"T_89cce_row16_col16\" class=\"data row16 col16\" >0.269920</td>\n",
       "      <td id=\"T_89cce_row16_col17\" class=\"data row16 col17\" >-0.103089</td>\n",
       "      <td id=\"T_89cce_row16_col18\" class=\"data row16 col18\" >0.061997</td>\n",
       "      <td id=\"T_89cce_row16_col19\" class=\"data row16 col19\" >-0.003219</td>\n",
       "      <td id=\"T_89cce_row16_col20\" class=\"data row16 col20\" >0.024194</td>\n",
       "      <td id=\"T_89cce_row16_col21\" class=\"data row16 col21\" >-0.221329</td>\n",
       "      <td id=\"T_89cce_row16_col22\" class=\"data row16 col22\" >-0.174571</td>\n",
       "      <td id=\"T_89cce_row16_col23\" class=\"data row16 col23\" >0.213330</td>\n",
       "      <td id=\"T_89cce_row16_col24\" class=\"data row16 col24\" >1.000000</td>\n",
       "      <td id=\"T_89cce_row16_col25\" class=\"data row16 col25\" >-0.017532</td>\n",
       "      <td id=\"T_89cce_row16_col26\" class=\"data row16 col26\" >0.764355</td>\n",
       "      <td id=\"T_89cce_row16_col27\" class=\"data row16 col27\" >0.007207</td>\n",
       "      <td id=\"T_89cce_row16_col28\" class=\"data row16 col28\" >-0.213587</td>\n",
       "      <td id=\"T_89cce_row16_col29\" class=\"data row16 col29\" >-0.130316</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_89cce_level0_row17\" class=\"row_heading level0 row17\" >session_time</th>\n",
       "      <td id=\"T_89cce_row17_col0\" class=\"data row17 col0\" >0.045521</td>\n",
       "      <td id=\"T_89cce_row17_col1\" class=\"data row17 col1\" >0.051329</td>\n",
       "      <td id=\"T_89cce_row17_col2\" class=\"data row17 col2\" >0.035325</td>\n",
       "      <td id=\"T_89cce_row17_col3\" class=\"data row17 col3\" >0.153082</td>\n",
       "      <td id=\"T_89cce_row17_col4\" class=\"data row17 col4\" >0.198996</td>\n",
       "      <td id=\"T_89cce_row17_col5\" class=\"data row17 col5\" >0.022217</td>\n",
       "      <td id=\"T_89cce_row17_col6\" class=\"data row17 col6\" >0.051972</td>\n",
       "      <td id=\"T_89cce_row17_col7\" class=\"data row17 col7\" >0.135714</td>\n",
       "      <td id=\"T_89cce_row17_col8\" class=\"data row17 col8\" >0.141899</td>\n",
       "      <td id=\"T_89cce_row17_col9\" class=\"data row17 col9\" >0.156928</td>\n",
       "      <td id=\"T_89cce_row17_col10\" class=\"data row17 col10\" >0.057124</td>\n",
       "      <td id=\"T_89cce_row17_col11\" class=\"data row17 col11\" >0.225522</td>\n",
       "      <td id=\"T_89cce_row17_col12\" class=\"data row17 col12\" >0.176897</td>\n",
       "      <td id=\"T_89cce_row17_col13\" class=\"data row17 col13\" >0.094241</td>\n",
       "      <td id=\"T_89cce_row17_col14\" class=\"data row17 col14\" >0.141345</td>\n",
       "      <td id=\"T_89cce_row17_col15\" class=\"data row17 col15\" >0.181328</td>\n",
       "      <td id=\"T_89cce_row17_col16\" class=\"data row17 col16\" >0.197129</td>\n",
       "      <td id=\"T_89cce_row17_col17\" class=\"data row17 col17\" >-0.066277</td>\n",
       "      <td id=\"T_89cce_row17_col18\" class=\"data row17 col18\" >-0.067914</td>\n",
       "      <td id=\"T_89cce_row17_col19\" class=\"data row17 col19\" >-0.164701</td>\n",
       "      <td id=\"T_89cce_row17_col20\" class=\"data row17 col20\" >-0.038131</td>\n",
       "      <td id=\"T_89cce_row17_col21\" class=\"data row17 col21\" >-0.035647</td>\n",
       "      <td id=\"T_89cce_row17_col22\" class=\"data row17 col22\" >0.015348</td>\n",
       "      <td id=\"T_89cce_row17_col23\" class=\"data row17 col23\" >0.093435</td>\n",
       "      <td id=\"T_89cce_row17_col24\" class=\"data row17 col24\" >-0.017532</td>\n",
       "      <td id=\"T_89cce_row17_col25\" class=\"data row17 col25\" >1.000000</td>\n",
       "      <td id=\"T_89cce_row17_col26\" class=\"data row17 col26\" >0.585250</td>\n",
       "      <td id=\"T_89cce_row17_col27\" class=\"data row17 col27\" >-0.106405</td>\n",
       "      <td id=\"T_89cce_row17_col28\" class=\"data row17 col28\" >-0.044535</td>\n",
       "      <td id=\"T_89cce_row17_col29\" class=\"data row17 col29\" >-0.002412</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_89cce_level0_row18\" class=\"row_heading level0 row18\" >weekly_minutes</th>\n",
       "      <td id=\"T_89cce_row18_col0\" class=\"data row18 col0\" >0.224240</td>\n",
       "      <td id=\"T_89cce_row18_col1\" class=\"data row18 col1\" >0.393176</td>\n",
       "      <td id=\"T_89cce_row18_col2\" class=\"data row18 col2\" >0.343339</td>\n",
       "      <td id=\"T_89cce_row18_col3\" class=\"data row18 col3\" >0.357417</td>\n",
       "      <td id=\"T_89cce_row18_col4\" class=\"data row18 col4\" >0.427213</td>\n",
       "      <td id=\"T_89cce_row18_col5\" class=\"data row18 col5\" >0.320632</td>\n",
       "      <td id=\"T_89cce_row18_col6\" class=\"data row18 col6\" >0.243777</td>\n",
       "      <td id=\"T_89cce_row18_col7\" class=\"data row18 col7\" >0.186703</td>\n",
       "      <td id=\"T_89cce_row18_col8\" class=\"data row18 col8\" >0.453473</td>\n",
       "      <td id=\"T_89cce_row18_col9\" class=\"data row18 col9\" >0.511856</td>\n",
       "      <td id=\"T_89cce_row18_col10\" class=\"data row18 col10\" >0.447447</td>\n",
       "      <td id=\"T_89cce_row18_col11\" class=\"data row18 col11\" >0.449316</td>\n",
       "      <td id=\"T_89cce_row18_col12\" class=\"data row18 col12\" >0.442119</td>\n",
       "      <td id=\"T_89cce_row18_col13\" class=\"data row18 col13\" >0.323559</td>\n",
       "      <td id=\"T_89cce_row18_col14\" class=\"data row18 col14\" >0.321479</td>\n",
       "      <td id=\"T_89cce_row18_col15\" class=\"data row18 col15\" >0.551434</td>\n",
       "      <td id=\"T_89cce_row18_col16\" class=\"data row18 col16\" >0.344720</td>\n",
       "      <td id=\"T_89cce_row18_col17\" class=\"data row18 col17\" >-0.108670</td>\n",
       "      <td id=\"T_89cce_row18_col18\" class=\"data row18 col18\" >0.012545</td>\n",
       "      <td id=\"T_89cce_row18_col19\" class=\"data row18 col19\" >-0.096329</td>\n",
       "      <td id=\"T_89cce_row18_col20\" class=\"data row18 col20\" >-0.011459</td>\n",
       "      <td id=\"T_89cce_row18_col21\" class=\"data row18 col21\" >-0.203145</td>\n",
       "      <td id=\"T_89cce_row18_col22\" class=\"data row18 col22\" >-0.121709</td>\n",
       "      <td id=\"T_89cce_row18_col23\" class=\"data row18 col23\" >0.245304</td>\n",
       "      <td id=\"T_89cce_row18_col24\" class=\"data row18 col24\" >0.764355</td>\n",
       "      <td id=\"T_89cce_row18_col25\" class=\"data row18 col25\" >0.585250</td>\n",
       "      <td id=\"T_89cce_row18_col26\" class=\"data row18 col26\" >1.000000</td>\n",
       "      <td id=\"T_89cce_row18_col27\" class=\"data row18 col27\" >-0.039373</td>\n",
       "      <td id=\"T_89cce_row18_col28\" class=\"data row18 col28\" >-0.189917</td>\n",
       "      <td id=\"T_89cce_row18_col29\" class=\"data row18 col29\" >-0.090757</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_89cce_level0_row19\" class=\"row_heading level0 row19\" >age</th>\n",
       "      <td id=\"T_89cce_row19_col0\" class=\"data row19 col0\" >0.042778</td>\n",
       "      <td id=\"T_89cce_row19_col1\" class=\"data row19 col1\" >0.047138</td>\n",
       "      <td id=\"T_89cce_row19_col2\" class=\"data row19 col2\" >0.082551</td>\n",
       "      <td id=\"T_89cce_row19_col3\" class=\"data row19 col3\" >0.000418</td>\n",
       "      <td id=\"T_89cce_row19_col4\" class=\"data row19 col4\" >0.050755</td>\n",
       "      <td id=\"T_89cce_row19_col5\" class=\"data row19 col5\" >0.058042</td>\n",
       "      <td id=\"T_89cce_row19_col6\" class=\"data row19 col6\" >0.006728</td>\n",
       "      <td id=\"T_89cce_row19_col7\" class=\"data row19 col7\" >0.024042</td>\n",
       "      <td id=\"T_89cce_row19_col8\" class=\"data row19 col8\" >0.017267</td>\n",
       "      <td id=\"T_89cce_row19_col9\" class=\"data row19 col9\" >0.079131</td>\n",
       "      <td id=\"T_89cce_row19_col10\" class=\"data row19 col10\" >0.190519</td>\n",
       "      <td id=\"T_89cce_row19_col11\" class=\"data row19 col11\" >0.078850</td>\n",
       "      <td id=\"T_89cce_row19_col12\" class=\"data row19 col12\" >0.008754</td>\n",
       "      <td id=\"T_89cce_row19_col13\" class=\"data row19 col13\" >-0.054161</td>\n",
       "      <td id=\"T_89cce_row19_col14\" class=\"data row19 col14\" >-0.101452</td>\n",
       "      <td id=\"T_89cce_row19_col15\" class=\"data row19 col15\" >0.030613</td>\n",
       "      <td id=\"T_89cce_row19_col16\" class=\"data row19 col16\" >-0.036526</td>\n",
       "      <td id=\"T_89cce_row19_col17\" class=\"data row19 col17\" >0.034889</td>\n",
       "      <td id=\"T_89cce_row19_col18\" class=\"data row19 col18\" >0.021611</td>\n",
       "      <td id=\"T_89cce_row19_col19\" class=\"data row19 col19\" >-0.106628</td>\n",
       "      <td id=\"T_89cce_row19_col20\" class=\"data row19 col20\" >0.036194</td>\n",
       "      <td id=\"T_89cce_row19_col21\" class=\"data row19 col21\" >-0.014794</td>\n",
       "      <td id=\"T_89cce_row19_col22\" class=\"data row19 col22\" >-0.023409</td>\n",
       "      <td id=\"T_89cce_row19_col23\" class=\"data row19 col23\" >0.076592</td>\n",
       "      <td id=\"T_89cce_row19_col24\" class=\"data row19 col24\" >0.007207</td>\n",
       "      <td id=\"T_89cce_row19_col25\" class=\"data row19 col25\" >-0.106405</td>\n",
       "      <td id=\"T_89cce_row19_col26\" class=\"data row19 col26\" >-0.039373</td>\n",
       "      <td id=\"T_89cce_row19_col27\" class=\"data row19 col27\" >1.000000</td>\n",
       "      <td id=\"T_89cce_row19_col28\" class=\"data row19 col28\" >0.229136</td>\n",
       "      <td id=\"T_89cce_row19_col29\" class=\"data row19 col29\" >-0.053545</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_89cce_level0_row20\" class=\"row_heading level0 row20\" >in_relationship</th>\n",
       "      <td id=\"T_89cce_row20_col0\" class=\"data row20 col0\" >-0.118409</td>\n",
       "      <td id=\"T_89cce_row20_col1\" class=\"data row20 col1\" >-0.072652</td>\n",
       "      <td id=\"T_89cce_row20_col2\" class=\"data row20 col2\" >0.015964</td>\n",
       "      <td id=\"T_89cce_row20_col3\" class=\"data row20 col3\" >0.028642</td>\n",
       "      <td id=\"T_89cce_row20_col4\" class=\"data row20 col4\" >-0.048397</td>\n",
       "      <td id=\"T_89cce_row20_col5\" class=\"data row20 col5\" >0.116695</td>\n",
       "      <td id=\"T_89cce_row20_col6\" class=\"data row20 col6\" >0.107621</td>\n",
       "      <td id=\"T_89cce_row20_col7\" class=\"data row20 col7\" >0.072006</td>\n",
       "      <td id=\"T_89cce_row20_col8\" class=\"data row20 col8\" >0.060061</td>\n",
       "      <td id=\"T_89cce_row20_col9\" class=\"data row20 col9\" >-0.036221</td>\n",
       "      <td id=\"T_89cce_row20_col10\" class=\"data row20 col10\" >-0.083947</td>\n",
       "      <td id=\"T_89cce_row20_col11\" class=\"data row20 col11\" >-0.054974</td>\n",
       "      <td id=\"T_89cce_row20_col12\" class=\"data row20 col12\" >-0.038742</td>\n",
       "      <td id=\"T_89cce_row20_col13\" class=\"data row20 col13\" >-0.144415</td>\n",
       "      <td id=\"T_89cce_row20_col14\" class=\"data row20 col14\" >-0.152426</td>\n",
       "      <td id=\"T_89cce_row20_col15\" class=\"data row20 col15\" >-0.137246</td>\n",
       "      <td id=\"T_89cce_row20_col16\" class=\"data row20 col16\" >-0.067360</td>\n",
       "      <td id=\"T_89cce_row20_col17\" class=\"data row20 col17\" >0.142968</td>\n",
       "      <td id=\"T_89cce_row20_col18\" class=\"data row20 col18\" >-0.010059</td>\n",
       "      <td id=\"T_89cce_row20_col19\" class=\"data row20 col19\" >-0.040154</td>\n",
       "      <td id=\"T_89cce_row20_col20\" class=\"data row20 col20\" >0.014168</td>\n",
       "      <td id=\"T_89cce_row20_col21\" class=\"data row20 col21\" >0.604659</td>\n",
       "      <td id=\"T_89cce_row20_col22\" class=\"data row20 col22\" >0.440916</td>\n",
       "      <td id=\"T_89cce_row20_col23\" class=\"data row20 col23\" >0.042592</td>\n",
       "      <td id=\"T_89cce_row20_col24\" class=\"data row20 col24\" >-0.213587</td>\n",
       "      <td id=\"T_89cce_row20_col25\" class=\"data row20 col25\" >-0.044535</td>\n",
       "      <td id=\"T_89cce_row20_col26\" class=\"data row20 col26\" >-0.189917</td>\n",
       "      <td id=\"T_89cce_row20_col27\" class=\"data row20 col27\" >0.229136</td>\n",
       "      <td id=\"T_89cce_row20_col28\" class=\"data row20 col28\" >1.000000</td>\n",
       "      <td id=\"T_89cce_row20_col29\" class=\"data row20 col29\" >0.017272</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th id=\"T_89cce_level0_row21\" class=\"row_heading level0 row21\" >believes_in_god</th>\n",
       "      <td id=\"T_89cce_row21_col0\" class=\"data row21 col0\" >0.120415</td>\n",
       "      <td id=\"T_89cce_row21_col1\" class=\"data row21 col1\" >-0.013768</td>\n",
       "      <td id=\"T_89cce_row21_col2\" class=\"data row21 col2\" >-0.045269</td>\n",
       "      <td id=\"T_89cce_row21_col3\" class=\"data row21 col3\" >-0.044218</td>\n",
       "      <td id=\"T_89cce_row21_col4\" class=\"data row21 col4\" >-0.063148</td>\n",
       "      <td id=\"T_89cce_row21_col5\" class=\"data row21 col5\" >-0.073511</td>\n",
       "      <td id=\"T_89cce_row21_col6\" class=\"data row21 col6\" >-0.094757</td>\n",
       "      <td id=\"T_89cce_row21_col7\" class=\"data row21 col7\" >-0.056642</td>\n",
       "      <td id=\"T_89cce_row21_col8\" class=\"data row21 col8\" >-0.085034</td>\n",
       "      <td id=\"T_89cce_row21_col9\" class=\"data row21 col9\" >0.049703</td>\n",
       "      <td id=\"T_89cce_row21_col10\" class=\"data row21 col10\" >-0.017714</td>\n",
       "      <td id=\"T_89cce_row21_col11\" class=\"data row21 col11\" >0.135347</td>\n",
       "      <td id=\"T_89cce_row21_col12\" class=\"data row21 col12\" >0.243179</td>\n",
       "      <td id=\"T_89cce_row21_col13\" class=\"data row21 col13\" >0.209572</td>\n",
       "      <td id=\"T_89cce_row21_col14\" class=\"data row21 col14\" >0.163628</td>\n",
       "      <td id=\"T_89cce_row21_col15\" class=\"data row21 col15\" >0.138147</td>\n",
       "      <td id=\"T_89cce_row21_col16\" class=\"data row21 col16\" >0.109372</td>\n",
       "      <td id=\"T_89cce_row21_col17\" class=\"data row21 col17\" >-0.019118</td>\n",
       "      <td id=\"T_89cce_row21_col18\" class=\"data row21 col18\" >0.075670</td>\n",
       "      <td id=\"T_89cce_row21_col19\" class=\"data row21 col19\" >0.050694</td>\n",
       "      <td id=\"T_89cce_row21_col20\" class=\"data row21 col20\" >-0.029847</td>\n",
       "      <td id=\"T_89cce_row21_col21\" class=\"data row21 col21\" >0.066134</td>\n",
       "      <td id=\"T_89cce_row21_col22\" class=\"data row21 col22\" >-0.005878</td>\n",
       "      <td id=\"T_89cce_row21_col23\" class=\"data row21 col23\" >-0.036623</td>\n",
       "      <td id=\"T_89cce_row21_col24\" class=\"data row21 col24\" >-0.130316</td>\n",
       "      <td id=\"T_89cce_row21_col25\" class=\"data row21 col25\" >-0.002412</td>\n",
       "      <td id=\"T_89cce_row21_col26\" class=\"data row21 col26\" >-0.090757</td>\n",
       "      <td id=\"T_89cce_row21_col27\" class=\"data row21 col27\" >-0.053545</td>\n",
       "      <td id=\"T_89cce_row21_col28\" class=\"data row21 col28\" >0.017272</td>\n",
       "      <td id=\"T_89cce_row21_col29\" class=\"data row21 col29\" >1.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n"
      ],
      "text/plain": [
       "<pandas.io.formats.style.Styler at 0x21be3ebec50>"
      ]
     },
     "execution_count": 108,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "def negative_bold(val):\n",
    "    bold = 'bold' if 1 > abs(val) > 0.2 else ''\n",
    "    return f'font-weight: {bold}'\n",
    "\n",
    "df[df.columns[2:]].corr('spearman')[8:].style.applymap(negative_bold)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 147,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.17554466747188424"
      ]
     },
     "execution_count": 147,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from sklearn import linear_model\n",
    "\n",
    "x = df_male[['extreme_score']]\n",
    "y = df_male['PPCS_score']\n",
    "\n",
    "regr = linear_model.LinearRegression()\n",
    "regr.fit(x, y)\n",
    "\n",
    "regr.score(x, y)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 159,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(0.3111992295732141, 1.2740453473566692e-20)"
      ]
     },
     "execution_count": 159,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from scipy import stats\n",
    "\n",
    "x = df['extreme_score']\n",
    "y = df['PPCS_7']\n",
    "\n",
    "slope, intercept, r_value, p_value, std_err = stats.linregress(x,y)\n",
    "\n",
    "r_value * r_value, p_value"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 157,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "SpearmanrResult(correlation=0.49902430178104373, pvalue=3.3467205209398596e-16)"
      ]
     },
     "execution_count": 157,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "stats.spearmanr(df.extreme_score, df.PPCS_7)"
   ]
  }
 ],
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