Sab.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": false,
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "data = pd.read_excel('Sabine.xlsx')\n",
    "num_data = data[list(set(data.columns) - set(['Sce_info', 'moment', 'Souhait_info', 'Elements']))]\n",
    "#num_data['moment']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0     9,5,7,3,2,8,0,10,1,4,6\n",
       "1     9,6,3,8,10,0,1,5,7,2,4\n",
       "2     4,5,6,8,9,2,3,1,7,10,0\n",
       "3     0,1,7,9,10,2,4,5,3,6,8\n",
       "4     0,2,9,10,1,5,4,3,8,6,7\n",
       "5     6,8,0,2,9,1,3,7,10,5,4\n",
       "6     9,0,1,6,8,3,2,5,4,7,10\n",
       "7     0,2,1,6,8,9,3,7,10,4,5\n",
       "8     8,6,9,4,5,1,2,3,0,7,10\n",
       "9     6,8,9,2,0,1,3,7,4,5,10\n",
       "10    0,9,6,8,4,7,2,3,1,5,10\n",
       "11    1,0,6,8,3,9,2,10,7,4,5\n",
       "12    0,2,3,7,8,1,4,6,9,5,10\n",
       "13    4,9,0,1,10,2,7,5,6,3,8\n",
       "14    0,2,6,8,3,1,9,10,7,4,5\n",
       "...\n",
       "133    9,8,6,0,1,2,3,7,10,4,5\n",
       "134    0,9,2,1,6,8,3,10,4,5,7\n",
       "135    6,8,3,9,2,1,0,4,7,5,10\n",
       "136    6,3,8,9,2,4,7,10,0,1,5\n",
       "137    4,5,2,0,1,3,8,6,7,9,10\n",
       "138    0,1,7,3,6,5,4,2,8,9,10\n",
       "139    0,2,6,8,4,9,3,7,10,5,2\n",
       "140    9,10,5,4,2,8,7,0,1,3,6\n",
       "141    0,1,9,10,2,3,6,8,7,5,4\n",
       "142    1,0,2,9,8,3,6,4,7,10,5\n",
       "143    4,5,0,6,8,3,9,1,2,7,10\n",
       "144    9,2,1,0,4,5,10,7,3,8,6\n",
       "145    0,1,2,9,4,5,7,10,3,8,6\n",
       "146    1,0,3,8,9,6,10,2,7,5,4\n",
       "147    3,6,9,4,8,0,5,1,2,10,7\n",
       "Name: Elements, Length: 148, dtype: object"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data['Elements']"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Analyse croisée de toutes les variables\n",
    "* Résultats croisés en systématique :\n",
    "    * Pour chaque couple de variables A et B :\n",
    "        * Diviser la population en A1 A2 etc.\n",
    "        * Faire l'hypothèse que les sous populations suivent la même distrib pour la variable B\n",
    "        * Calculer la $p$-valeur\n",
    "    * Question : Est que c'est symétrique ? i.e. est-ce qu'en étudiant A en fonction de B on a aussi étudié B en fonction de A ?\n",
    "    * Si la $p$-valeur est faible, l'hypothèse est rejetée et on a trouvé deux variables liées."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "La division en A1, A2, etc. n'est pas toujours triviale\n",
    "* Dans le cas de variable binaire, c'est évident : les 1 d'un côté les 0 de l'autre"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {
    "collapsed": false,
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Is Proj_gross independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Proj_gross independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Proj_gross independant of prec_vacc ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Proj_gross independant of Précaut ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Proj_gross independant of Tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Proj_gross independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Proj_gross independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Proj_gross independant of prec_hygiène ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Proj_gross independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Proj_gross independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Proj_gross independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Proj_gross independant of Imp-santé ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Proj_gross independant of paracet ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Proj_gross independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Proj_gross independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Proj_gross independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Proj_gross independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Proj_gross independant of prec_inf ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Proj_gross independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Proj_gross independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Proj_gross independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Proj_gross independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Proj_gross independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Proj_gross independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Proj_gross independant of Pays ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Proj_gross independant of prec_stop CO ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Proj_gross independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Proj_gross independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Proj_gross independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Proj_gross independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Proj_gross independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Proj_gross independant of prec_alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Proj_gross independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Proj_gross independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Proj_gross independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Proj_gross independant of prec_alim ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Proj_gross independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is alcool independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is alcool independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is alcool independant of prec_vacc ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is alcool independant of Précaut ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is alcool independant of Tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is alcool independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is alcool independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is alcool independant of prec_hygiène ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is alcool independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is alcool independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is alcool independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is alcool independant of Imp-santé ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is alcool independant of paracet ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is alcool independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is alcool independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is alcool independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is alcool independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is alcool independant of prec_inf ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is alcool independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is alcool independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is alcool independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is alcool independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is alcool independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is alcool independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is alcool independant of Pays ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is alcool independant of prec_stop CO ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is alcool independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is alcool independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is alcool independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is alcool independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is alcool independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is alcool independant of prec_alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is alcool independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is alcool independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is alcool independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is alcool independant of prec_alim ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is alcool independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is hop independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is hop independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is hop independant of prec_vacc ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is hop independant of Précaut ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is hop independant of Tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is hop independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is hop independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is hop independant of prec_hygiène ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is hop independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is hop independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is hop independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is hop independant of Imp-santé ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is hop independant of paracet ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is hop independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is hop independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is hop independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is hop independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is hop independant of prec_inf ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is hop independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is hop independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is hop independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is hop independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is hop independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is hop independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is hop independant of Pays ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is hop independant of prec_stop CO ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is hop independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is hop independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is hop independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is hop independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is hop independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is hop independant of prec_alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is hop independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is hop independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is hop independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is hop independant of prec_alim ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is hop independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_vacc independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_vacc independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_vacc independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_vacc independant of Précaut ?\n",
      "\tWe will never know the answer because There is only one group\n",
      "Is prec_vacc independant of Tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_vacc independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_vacc independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_vacc independant of prec_hygiène ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_vacc independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_vacc independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_vacc independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_vacc independant of Imp-santé ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_vacc independant of paracet ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_vacc independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_vacc independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_vacc independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_vacc independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_vacc independant of prec_inf ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_vacc independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_vacc independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_vacc independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_vacc independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_vacc independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_vacc independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_vacc independant of Pays ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_vacc independant of prec_stop CO ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_vacc independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_vacc independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_vacc independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_vacc independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_vacc independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_vacc independant of prec_alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_vacc independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_vacc independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_vacc independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_vacc independant of prec_alim ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_vacc independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Précaut independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Précaut independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Précaut independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Précaut independant of prec_vacc ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Précaut independant of Tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Précaut independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Précaut independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Précaut independant of prec_hygiène ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Précaut independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Précaut independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Précaut independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Précaut independant of Imp-santé ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Précaut independant of paracet ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Précaut independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Précaut independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Précaut independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Précaut independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Précaut independant of prec_inf ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Précaut independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Précaut independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Précaut independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Précaut independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Précaut independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Précaut independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Précaut independant of Pays ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Précaut independant of prec_stop CO ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Précaut independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Précaut independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Précaut independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Précaut independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Précaut independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Précaut independant of prec_alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Précaut independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Précaut independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Précaut independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Précaut independant of prec_alim ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Précaut independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Tabac independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Tabac independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Tabac independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Tabac independant of prec_vacc ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Tabac independant of Précaut ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Tabac independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Tabac independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Tabac independant of prec_hygiène ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Tabac independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Tabac independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Tabac independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Tabac independant of Imp-santé ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Tabac independant of paracet ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Tabac independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Tabac independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Tabac independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Tabac independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Tabac independant of prec_inf ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Tabac independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Tabac independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Tabac independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Tabac independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Tabac independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Tabac independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Tabac independant of Pays ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Tabac independant of prec_stop CO ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Tabac independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Tabac independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Tabac independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Tabac independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Tabac independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Tabac independant of prec_alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Tabac independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Tabac independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Tabac independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Tabac independant of prec_alim ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Tabac independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Age independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Age independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Age independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Age independant of prec_vacc ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Age independant of Précaut ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Age independant of Tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Age independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Age independant of prec_hygiène ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Age independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Age independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Age independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Age independant of Imp-santé ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Age independant of paracet ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Age independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Age independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Age independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Age independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Age independant of prec_inf ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Age independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Age independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Age independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Age independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Age independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Age independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Age independant of Pays ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Age independant of prec_stop CO ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Age independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Age independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Age independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Age independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Age independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Age independant of prec_alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Age independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Age independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Age independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Age independant of prec_alim ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Age independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is automed independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is automed independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is automed independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is automed independant of prec_vacc ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is automed independant of Précaut ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is automed independant of Tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is automed independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is automed independant of prec_hygiène ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is automed independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is automed independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is automed independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is automed independant of Imp-santé ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is automed independant of paracet ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is automed independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is automed independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is automed independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is automed independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is automed independant of prec_inf ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is automed independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is automed independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is automed independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is automed independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is automed independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is automed independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is automed independant of Pays ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is automed independant of prec_stop CO ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is automed independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is automed independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is automed independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is automed independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is automed independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is automed independant of prec_alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is automed independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is automed independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is automed independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is automed independant of prec_alim ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is automed independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_hygiène independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_hygiène independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_hygiène independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_hygiène independant of prec_vacc ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_hygiène independant of Précaut ?\n",
      "\tWe will never know the answer because There is only one group\n",
      "Is prec_hygiène independant of Tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_hygiène independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_hygiène independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_hygiène independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_hygiène independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_hygiène independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_hygiène independant of Imp-santé ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_hygiène independant of paracet ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_hygiène independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_hygiène independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_hygiène independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_hygiène independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_hygiène independant of prec_inf ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_hygiène independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_hygiène independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_hygiène independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_hygiène independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_hygiène independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_hygiène independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_hygiène independant of Pays ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_hygiène independant of prec_stop CO ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_hygiène independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_hygiène independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_hygiène independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_hygiène independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_hygiène independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_hygiène independant of prec_alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_hygiène independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_hygiène independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_hygiène independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_hygiène independant of prec_alim ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_hygiène independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_pas de ttt independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_pas de ttt independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_pas de ttt independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_pas de ttt independant of prec_vacc ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_pas de ttt independant of Précaut ?\n",
      "\tWe will never know the answer because There is only one group\n",
      "Is prec_pas de ttt independant of Tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_pas de ttt independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_pas de ttt independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_pas de ttt independant of prec_hygiène ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_pas de ttt independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_pas de ttt independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_pas de ttt independant of Imp-santé ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_pas de ttt independant of paracet ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_pas de ttt independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_pas de ttt independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_pas de ttt independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_pas de ttt independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_pas de ttt independant of prec_inf ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_pas de ttt independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_pas de ttt independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_pas de ttt independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_pas de ttt independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_pas de ttt independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_pas de ttt independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_pas de ttt independant of Pays ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_pas de ttt independant of prec_stop CO ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_pas de ttt independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_pas de ttt independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_pas de ttt independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_pas de ttt independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_pas de ttt independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_pas de ttt independant of prec_alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_pas de ttt independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_pas de ttt independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_pas de ttt independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_pas de ttt independant of prec_alim ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_pas de ttt independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prév_gross independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prév_gross independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prév_gross independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prév_gross independant of prec_vacc ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prév_gross independant of Précaut ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prév_gross independant of Tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prév_gross independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prév_gross independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prév_gross independant of prec_hygiène ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prév_gross independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prév_gross independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prév_gross independant of Imp-santé ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prév_gross independant of paracet ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prév_gross independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prév_gross independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prév_gross independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prév_gross independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prév_gross independant of prec_inf ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prév_gross independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prév_gross independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prév_gross independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prév_gross independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prév_gross independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prév_gross independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prév_gross independant of Pays ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prév_gross independant of prec_stop CO ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prév_gross independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prév_gross independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prév_gross independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prév_gross independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prév_gross independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prév_gross independant of prec_alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prév_gross independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prév_gross independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prév_gross independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prév_gross independant of prec_alim ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prév_gross independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is age_info independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is age_info independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is age_info independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is age_info independant of prec_vacc ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is age_info independant of Précaut ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is age_info independant of Tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is age_info independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is age_info independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is age_info independant of prec_hygiène ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is age_info independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is age_info independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is age_info independant of Imp-santé ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is age_info independant of paracet ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is age_info independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is age_info independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is age_info independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is age_info independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is age_info independant of prec_inf ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is age_info independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is age_info independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is age_info independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is age_info independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is age_info independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is age_info independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is age_info independant of Pays ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is age_info independant of prec_stop CO ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is age_info independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is age_info independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is age_info independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is age_info independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is age_info independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is age_info independant of prec_alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is age_info independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is age_info independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is age_info independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is age_info independant of prec_alim ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is age_info independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Imp-santé independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp-santé independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp-santé independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp-santé independant of prec_vacc ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp-santé independant of Précaut ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp-santé independant of Tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp-santé independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp-santé independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp-santé independant of prec_hygiène ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp-santé independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp-santé independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp-santé independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp-santé independant of paracet ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp-santé independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp-santé independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp-santé independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp-santé independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp-santé independant of prec_inf ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Imp-santé independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp-santé independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp-santé independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp-santé independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Imp-santé independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp-santé independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp-santé independant of Pays ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp-santé independant of prec_stop CO ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Imp-santé independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Imp-santé independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp-santé independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp-santé independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Imp-santé independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp-santé independant of prec_alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp-santé independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp-santé independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp-santé independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Imp-santé independant of prec_alim ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp-santé independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is paracet independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is paracet independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is paracet independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is paracet independant of prec_vacc ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is paracet independant of Précaut ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is paracet independant of Tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is paracet independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is paracet independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is paracet independant of prec_hygiène ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is paracet independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is paracet independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is paracet independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is paracet independant of Imp-santé ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is paracet independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is paracet independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is paracet independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is paracet independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is paracet independant of prec_inf ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is paracet independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is paracet independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is paracet independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is paracet independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is paracet independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is paracet independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is paracet independant of Pays ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is paracet independant of prec_stop CO ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is paracet independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is paracet independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is paracet independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is paracet independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is paracet independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is paracet independant of prec_alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is paracet independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is paracet independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is paracet independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is paracet independant of prec_alim ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is paracet independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_gyn FCV independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_gyn FCV independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_gyn FCV independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_gyn FCV independant of prec_vacc ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_gyn FCV independant of Précaut ?\n",
      "\tWe will never know the answer because There is only one group\n",
      "Is prec_gyn FCV independant of Tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_gyn FCV independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_gyn FCV independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_gyn FCV independant of prec_hygiène ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_gyn FCV independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_gyn FCV independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_gyn FCV independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_gyn FCV independant of Imp-santé ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_gyn FCV independant of paracet ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_gyn FCV independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_gyn FCV independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_gyn FCV independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_gyn FCV independant of prec_inf ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_gyn FCV independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_gyn FCV independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_gyn FCV independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_gyn FCV independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_gyn FCV independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_gyn FCV independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_gyn FCV independant of Pays ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_gyn FCV independant of prec_stop CO ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_gyn FCV independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_gyn FCV independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_gyn FCV independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_gyn FCV independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_gyn FCV independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_gyn FCV independant of prec_alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_gyn FCV independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_gyn FCV independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_gyn FCV independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_gyn FCV independant of prec_alim ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_gyn FCV independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Nb_gross independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Nb_gross independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Nb_gross independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Nb_gross independant of prec_vacc ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Nb_gross independant of Précaut ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Nb_gross independant of Tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Nb_gross independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Nb_gross independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Nb_gross independant of prec_hygiène ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Nb_gross independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Nb_gross independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Nb_gross independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Nb_gross independant of Imp-santé ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Nb_gross independant of paracet ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Nb_gross independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Nb_gross independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Nb_gross independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Nb_gross independant of prec_inf ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Nb_gross independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Nb_gross independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Nb_gross independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Nb_gross independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Nb_gross independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Nb_gross independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Nb_gross independant of Pays ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Nb_gross independant of prec_stop CO ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Nb_gross independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Nb_gross independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Nb_gross independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Nb_gross independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Nb_gross independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Nb_gross independant of prec_alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Nb_gross independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Nb_gross independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Nb_gross independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Nb_gross independant of prec_alim ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Nb_gross independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_bilan independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_bilan independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_bilan independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_bilan independant of prec_vacc ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_bilan independant of Précaut ?\n",
      "\tWe will never know the answer because There is only one group\n",
      "Is prec_bilan independant of Tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_bilan independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_bilan independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_bilan independant of prec_hygiène ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_bilan independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_bilan independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_bilan independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_bilan independant of Imp-santé ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_bilan independant of paracet ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_bilan independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_bilan independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_bilan independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_bilan independant of prec_inf ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_bilan independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_bilan independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_bilan independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_bilan independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_bilan independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_bilan independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_bilan independant of Pays ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_bilan independant of prec_stop CO ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_bilan independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_bilan independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_bilan independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_bilan independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_bilan independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_bilan independant of prec_alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_bilan independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_bilan independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_bilan independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_bilan independant of prec_alim ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_bilan independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Imp_santé_autre independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp_santé_autre independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp_santé_autre independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp_santé_autre independant of prec_vacc ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Imp_santé_autre independant of Précaut ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp_santé_autre independant of Tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp_santé_autre independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp_santé_autre independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp_santé_autre independant of prec_hygiène ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp_santé_autre independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp_santé_autre independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp_santé_autre independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp_santé_autre independant of Imp-santé ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Imp_santé_autre independant of paracet ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp_santé_autre independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Imp_santé_autre independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp_santé_autre independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp_santé_autre independant of prec_inf ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Imp_santé_autre independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp_santé_autre independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp_santé_autre independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp_santé_autre independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Imp_santé_autre independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp_santé_autre independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp_santé_autre independant of Pays ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp_santé_autre independant of prec_stop CO ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Imp_santé_autre independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Imp_santé_autre independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp_santé_autre independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp_santé_autre independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Imp_santé_autre independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp_santé_autre independant of prec_alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp_santé_autre independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp_santé_autre independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp_santé_autre independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Imp_santé_autre independant of prec_alim ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Imp_santé_autre independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_inf independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_inf independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_inf independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_inf independant of prec_vacc ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_inf independant of Précaut ?\n",
      "\tWe will never know the answer because There is only one group\n",
      "Is prec_inf independant of Tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_inf independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_inf independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_inf independant of prec_hygiène ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_inf independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_inf independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_inf independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_inf independant of Imp-santé ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_inf independant of paracet ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_inf independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_inf independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_inf independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_inf independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_inf independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_inf independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_inf independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_inf independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_inf independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_inf independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_inf independant of Pays ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_inf independant of prec_stop CO ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_inf independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_inf independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_inf independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_inf independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_inf independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_inf independant of prec_alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_inf independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_inf independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_inf independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_inf independant of prec_alim ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_inf independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Maladie independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Maladie independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Maladie independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Maladie independant of prec_vacc ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Maladie independant of Précaut ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Maladie independant of Tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Maladie independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Maladie independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Maladie independant of prec_hygiène ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Maladie independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Maladie independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Maladie independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Maladie independant of Imp-santé ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Maladie independant of paracet ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Maladie independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Maladie independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Maladie independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Maladie independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Maladie independant of prec_inf ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Maladie independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Maladie independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Maladie independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Maladie independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Maladie independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Maladie independant of Pays ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Maladie independant of prec_stop CO ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Maladie independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Maladie independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Maladie independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Maladie independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Maladie independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Maladie independant of prec_alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Maladie independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Maladie independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Maladie independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Maladie independant of prec_alim ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Maladie independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Etudes independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Etudes independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Etudes independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Etudes independant of prec_vacc ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Etudes independant of Précaut ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Etudes independant of Tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Etudes independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Etudes independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Etudes independant of prec_hygiène ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Etudes independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Etudes independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Etudes independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Etudes independant of Imp-santé ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Etudes independant of paracet ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Etudes independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Etudes independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Etudes independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Etudes independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Etudes independant of prec_inf ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Etudes independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Etudes independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Etudes independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Etudes independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Etudes independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Etudes independant of Pays ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Etudes independant of prec_stop CO ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Etudes independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Etudes independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Etudes independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Etudes independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Etudes independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Etudes independant of prec_alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Etudes independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Etudes independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Etudes independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Etudes independant of prec_alim ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Etudes independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Pat-Num independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pat-Num independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pat-Num independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pat-Num independant of prec_vacc ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pat-Num independant of Précaut ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pat-Num independant of Tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pat-Num independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pat-Num independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pat-Num independant of prec_hygiène ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pat-Num independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pat-Num independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pat-Num independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pat-Num independant of Imp-santé ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pat-Num independant of paracet ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pat-Num independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pat-Num independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pat-Num independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pat-Num independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pat-Num independant of prec_inf ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Pat-Num independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pat-Num independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pat-Num independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Pat-Num independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pat-Num independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pat-Num independant of Pays ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pat-Num independant of prec_stop CO ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Pat-Num independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Pat-Num independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pat-Num independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pat-Num independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Pat-Num independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pat-Num independant of prec_alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pat-Num independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pat-Num independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pat-Num independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Pat-Num independant of prec_alim ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pat-Num independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_ATCD path independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ATCD path independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ATCD path independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ATCD path independant of prec_vacc ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ATCD path independant of Précaut ?\n",
      "\tWe will never know the answer because There is only one group\n",
      "Is prec_ATCD path independant of Tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ATCD path independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ATCD path independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ATCD path independant of prec_hygiène ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ATCD path independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ATCD path independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ATCD path independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ATCD path independant of Imp-santé ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ATCD path independant of paracet ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ATCD path independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ATCD path independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ATCD path independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ATCD path independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ATCD path independant of prec_inf ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_ATCD path independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ATCD path independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ATCD path independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ATCD path independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ATCD path independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ATCD path independant of Pays ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ATCD path independant of prec_stop CO ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_ATCD path independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_ATCD path independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ATCD path independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ATCD path independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_ATCD path independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ATCD path independant of prec_alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ATCD path independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ATCD path independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ATCD path independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_ATCD path independant of prec_alim ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ATCD path independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Lieu independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Lieu independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Lieu independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Lieu independant of prec_vacc ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Lieu independant of Précaut ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Lieu independant of Tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Lieu independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Lieu independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Lieu independant of prec_hygiène ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Lieu independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Lieu independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Lieu independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Lieu independant of Imp-santé ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Lieu independant of paracet ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Lieu independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Lieu independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Lieu independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Lieu independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Lieu independant of prec_inf ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Lieu independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Lieu independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Lieu independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Lieu independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Lieu independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Lieu independant of Pays ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Lieu independant of prec_stop CO ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Lieu independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Lieu independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Lieu independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Lieu independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Lieu independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Lieu independant of prec_alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Lieu independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Lieu independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Lieu independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Lieu independant of prec_alim ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Lieu independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is cs_MT independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is cs_MT independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is cs_MT independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is cs_MT independant of prec_vacc ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is cs_MT independant of Précaut ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is cs_MT independant of Tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is cs_MT independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is cs_MT independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is cs_MT independant of prec_hygiène ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is cs_MT independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is cs_MT independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is cs_MT independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is cs_MT independant of Imp-santé ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is cs_MT independant of paracet ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is cs_MT independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is cs_MT independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is cs_MT independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is cs_MT independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is cs_MT independant of prec_inf ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is cs_MT independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is cs_MT independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is cs_MT independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is cs_MT independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is cs_MT independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is cs_MT independant of Pays ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is cs_MT independant of prec_stop CO ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is cs_MT independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is cs_MT independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is cs_MT independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is cs_MT independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is cs_MT independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is cs_MT independant of prec_alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is cs_MT independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is cs_MT independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is cs_MT independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is cs_MT independant of prec_alim ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is cs_MT independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Pays independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pays independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pays independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pays independant of prec_vacc ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pays independant of Précaut ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pays independant of Tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pays independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pays independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pays independant of prec_hygiène ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pays independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pays independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pays independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pays independant of Imp-santé ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pays independant of paracet ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pays independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pays independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pays independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pays independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pays independant of prec_inf ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Pays independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pays independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pays independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pays independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Pays independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pays independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pays independant of prec_stop CO ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Pays independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Pays independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pays independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pays independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Pays independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pays independant of prec_alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pays independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pays independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pays independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is Pays independant of prec_alim ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is Pays independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_stop CO independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop CO independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop CO independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop CO independant of prec_vacc ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop CO independant of Précaut ?\n",
      "\tWe will never know the answer because There is only one group\n",
      "Is prec_stop CO independant of Tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop CO independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop CO independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop CO independant of prec_hygiène ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop CO independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop CO independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop CO independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop CO independant of Imp-santé ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop CO independant of paracet ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop CO independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop CO independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop CO independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop CO independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop CO independant of prec_inf ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_stop CO independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop CO independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop CO independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop CO independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_stop CO independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop CO independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop CO independant of Pays ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop CO independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_stop CO independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop CO independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop CO independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_stop CO independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop CO independant of prec_alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop CO independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop CO independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop CO independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_stop CO independant of prec_alim ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop CO independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_ ATCD fam independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ ATCD fam independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ ATCD fam independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ ATCD fam independant of prec_vacc ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ ATCD fam independant of Précaut ?\n",
      "\tWe will never know the answer because There is only one group\n",
      "Is prec_ ATCD fam independant of Tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ ATCD fam independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ ATCD fam independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ ATCD fam independant of prec_hygiène ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ ATCD fam independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ ATCD fam independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ ATCD fam independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ ATCD fam independant of Imp-santé ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ ATCD fam independant of paracet ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ ATCD fam independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ ATCD fam independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ ATCD fam independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ ATCD fam independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ ATCD fam independant of prec_inf ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_ ATCD fam independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ ATCD fam independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ ATCD fam independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ ATCD fam independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_ ATCD fam independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ ATCD fam independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ ATCD fam independant of Pays ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ ATCD fam independant of prec_stop CO ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_ ATCD fam independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ ATCD fam independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ ATCD fam independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_ ATCD fam independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ ATCD fam independant of prec_alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ ATCD fam independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ ATCD fam independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ ATCD fam independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_ ATCD fam independant of prec_alim ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_ ATCD fam independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is gross_pcdt independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is gross_pcdt independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is gross_pcdt independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is gross_pcdt independant of prec_vacc ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is gross_pcdt independant of Précaut ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is gross_pcdt independant of Tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is gross_pcdt independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is gross_pcdt independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is gross_pcdt independant of prec_hygiène ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is gross_pcdt independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is gross_pcdt independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is gross_pcdt independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is gross_pcdt independant of Imp-santé ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is gross_pcdt independant of paracet ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is gross_pcdt independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is gross_pcdt independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is gross_pcdt independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is gross_pcdt independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is gross_pcdt independant of prec_inf ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is gross_pcdt independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is gross_pcdt independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is gross_pcdt independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is gross_pcdt independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is gross_pcdt independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is gross_pcdt independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is gross_pcdt independant of Pays ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is gross_pcdt independant of prec_stop CO ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is gross_pcdt independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is gross_pcdt independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is gross_pcdt independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is gross_pcdt independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is gross_pcdt independant of prec_alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is gross_pcdt independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is gross_pcdt independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is gross_pcdt independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is gross_pcdt independant of prec_alim ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is gross_pcdt independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is info_précs independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is info_précs independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is info_précs independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is info_précs independant of prec_vacc ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is info_précs independant of Précaut ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is info_précs independant of Tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is info_précs independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is info_précs independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is info_précs independant of prec_hygiène ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is info_précs independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is info_précs independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is info_précs independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is info_précs independant of Imp-santé ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is info_précs independant of paracet ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is info_précs independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is info_précs independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is info_précs independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is info_précs independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is info_précs independant of prec_inf ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is info_précs independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is info_précs independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is info_précs independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is info_précs independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is info_précs independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is info_précs independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is info_précs independant of Pays ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is info_précs independant of prec_stop CO ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is info_précs independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is info_précs independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is info_précs independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is info_précs independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is info_précs independant of prec_alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is info_précs independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is info_précs independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is info_précs independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is info_précs independant of prec_alim ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is info_précs independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_stop tox independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop tox independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop tox independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop tox independant of prec_vacc ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop tox independant of Précaut ?\n",
      "\tWe will never know the answer because There is only one group\n",
      "Is prec_stop tox independant of Tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop tox independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop tox independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop tox independant of prec_hygiène ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop tox independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop tox independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop tox independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop tox independant of Imp-santé ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop tox independant of paracet ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop tox independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop tox independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop tox independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop tox independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop tox independant of prec_inf ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_stop tox independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop tox independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop tox independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop tox independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_stop tox independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop tox independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop tox independant of Pays ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop tox independant of prec_stop CO ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_stop tox independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_stop tox independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop tox independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop tox independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop tox independant of prec_alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop tox independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop tox independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop tox independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_stop tox independant of prec_alim ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_stop tox independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is traitement independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is traitement independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is traitement independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is traitement independant of prec_vacc ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is traitement independant of Précaut ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is traitement independant of Tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is traitement independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is traitement independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is traitement independant of prec_hygiène ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is traitement independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is traitement independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is traitement independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is traitement independant of Imp-santé ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is traitement independant of paracet ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is traitement independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is traitement independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is traitement independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is traitement independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is traitement independant of prec_inf ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is traitement independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is traitement independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is traitement independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is traitement independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is traitement independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is traitement independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is traitement independant of Pays ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is traitement independant of prec_stop CO ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is traitement independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is traitement independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is traitement independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is traitement independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is traitement independant of prec_alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is traitement independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is traitement independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is traitement independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is traitement independant of prec_alim ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is traitement independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_alcool independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alcool independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alcool independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alcool independant of prec_vacc ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alcool independant of Précaut ?\n",
      "\tWe will never know the answer because There is only one group\n",
      "Is prec_alcool independant of Tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alcool independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alcool independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alcool independant of prec_hygiène ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alcool independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alcool independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alcool independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alcool independant of Imp-santé ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alcool independant of paracet ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alcool independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alcool independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alcool independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alcool independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alcool independant of prec_inf ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_alcool independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alcool independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alcool independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alcool independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_alcool independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alcool independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alcool independant of Pays ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alcool independant of prec_stop CO ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_alcool independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_alcool independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alcool independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alcool independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_alcool independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alcool independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alcool independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alcool independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_alcool independant of prec_alim ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alcool independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_acide fol independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_acide fol independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_acide fol independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_acide fol independant of prec_vacc ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_acide fol independant of Précaut ?\n",
      "\tWe will never know the answer because There is only one group\n",
      "Is prec_acide fol independant of Tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_acide fol independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_acide fol independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_acide fol independant of prec_hygiène ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_acide fol independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_acide fol independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_acide fol independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_acide fol independant of Imp-santé ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_acide fol independant of paracet ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_acide fol independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_acide fol independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_acide fol independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_acide fol independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_acide fol independant of prec_inf ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_acide fol independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_acide fol independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_acide fol independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_acide fol independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_acide fol independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_acide fol independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_acide fol independant of Pays ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_acide fol independant of prec_stop CO ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_acide fol independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_acide fol independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_acide fol independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_acide fol independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_acide fol independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_acide fol independant of prec_alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_acide fol independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_acide fol independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_acide fol independant of prec_alim ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_acide fol independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_tabac independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_tabac independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_tabac independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_tabac independant of prec_vacc ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_tabac independant of Précaut ?\n",
      "\tWe will never know the answer because There is only one group\n",
      "Is prec_tabac independant of Tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_tabac independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_tabac independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_tabac independant of prec_hygiène ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_tabac independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_tabac independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_tabac independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_tabac independant of Imp-santé ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_tabac independant of paracet ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_tabac independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_tabac independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_tabac independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_tabac independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_tabac independant of prec_inf ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_tabac independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_tabac independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_tabac independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_tabac independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_tabac independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_tabac independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_tabac independant of Pays ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_tabac independant of prec_stop CO ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_tabac independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_tabac independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_tabac independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_tabac independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_tabac independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_tabac independant of prec_alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_tabac independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_tabac independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_tabac independant of prec_alim ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_tabac independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is autre_med independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is autre_med independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is autre_med independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is autre_med independant of prec_vacc ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is autre_med independant of Précaut ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is autre_med independant of Tabac ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is autre_med independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is autre_med independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is autre_med independant of prec_hygiène ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is autre_med independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is autre_med independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is autre_med independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is autre_med independant of Imp-santé ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is autre_med independant of paracet ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is autre_med independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is autre_med independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is autre_med independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is autre_med independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is autre_med independant of prec_inf ?\n",
      "\tWe will never know the answer because There is only one group\n",
      "Is autre_med independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is autre_med independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is autre_med independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is autre_med independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because There is only one group\n",
      "Is autre_med independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is autre_med independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is autre_med independant of Pays ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is autre_med independant of prec_stop CO ?\n",
      "\tWe will never know the answer because There is only one group\n",
      "Is autre_med independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because There is only one group\n",
      "Is autre_med independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is autre_med independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is autre_med independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is autre_med independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is autre_med independant of prec_alcool ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is autre_med independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is autre_med independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is autre_med independant of prec_alim ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is autre_med independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_alim independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alim independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alim independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alim independant of prec_vacc ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alim independant of Précaut ?\n",
      "\tWe will never know the answer because There is only one group\n",
      "Is prec_alim independant of Tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alim independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alim independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alim independant of prec_hygiène ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alim independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alim independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alim independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alim independant of Imp-santé ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alim independant of paracet ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alim independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alim independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alim independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alim independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alim independant of prec_inf ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_alim independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alim independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alim independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alim independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_alim independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alim independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alim independant of Pays ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alim independant of prec_stop CO ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_alim independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_alim independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alim independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alim independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_alim independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alim independant of prec_alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alim independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alim independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is prec_alim independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is prec_alim independant of toxiques ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is toxiques independant of Proj_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is toxiques independant of alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is toxiques independant of hop ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is toxiques independant of prec_vacc ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is toxiques independant of Précaut ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is toxiques independant of Tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is toxiques independant of Age ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is toxiques independant of automed ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is toxiques independant of prec_hygiène ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is toxiques independant of prec_pas de ttt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is toxiques independant of prév_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is toxiques independant of age_info ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is toxiques independant of Imp-santé ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is toxiques independant of paracet ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is toxiques independant of prec_gyn FCV ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is toxiques independant of Nb_gross ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is toxiques independant of prec_bilan ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is toxiques independant of Imp_santé_autre ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is toxiques independant of prec_inf ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is toxiques independant of Maladie ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is toxiques independant of Etudes ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is toxiques independant of Pat-Num ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is toxiques independant of prec_ATCD path ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is toxiques independant of Lieu ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is toxiques independant of cs_MT ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is toxiques independant of Pays ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is toxiques independant of prec_stop CO ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is toxiques independant of prec_ ATCD fam ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is toxiques independant of gross_pcdt ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is toxiques independant of info_précs ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is toxiques independant of prec_stop tox ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is toxiques independant of traitement ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is toxiques independant of prec_alcool ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is toxiques independant of prec_acide fol ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is toxiques independant of prec_tabac ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n",
      "Is toxiques independant of autre_med ?\n",
      "\tWe will never know the answer because Groups are too small, even when grouping the\n",
      "        smallest ones together\n",
      "Is toxiques independant of prec_alim ?\n",
      "\tWe will never know the answer because name 'defaultdict' is not defined\n"
     ]
    }
   ],
   "source": [
    "import itertools\n",
    "import stamilarity\n",
    "from importlib import reload\n",
    "reload(stamilarity)\n",
    "multi_p_values = -np.ones((len(num_data.columns),len(num_data.columns)))\n",
    "for i, j in itertools.permutations(range(len(num_data.columns)), 2):\n",
    "    if i == j:\n",
    "        continue\n",
    "    v1 = num_data.columns[i]\n",
    "    v2 = num_data.columns[j]\n",
    "    print(\"Is {} independant of {} ?\".format(v1, v2))\n",
    "    working_data = num_data[[v1,v2]].dropna()\n",
    "    try:\n",
    "        groups = stamilarity.divide_in_groups(working_data[v2])\n",
    "    except AssertionError as e:\n",
    "        print(\"\\tWe will never know the answer because \"+str(e))\n",
    "        continue\n",
    "    try:\n",
    "        p = stamilarity.similar_samples(*[working_data[v1][g] for g in groups])\n",
    "    except Exception as e:\n",
    "        print(\"\\tWe will never know the answer because \"+str(e))\n",
    "        continue\n",
    "    print('p-value of independence hypothesis : '+str(p))\n",
    "    multi_p_values[i,j] = p"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 140,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(38, 38)"
      ]
     },
     "execution_count": 140,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "multi_p_values.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
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       "iqIoiqIoiqIoiqIYAv8fFk9u25tBZmcAAAAASUVORK5CYII=\n"
      ],
      "text/plain": [
       "<matplotlib.figure.Figure at 0x10a9a4ef0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import seaborn as sns\n",
    "d = {'axes.facecolor': (1, 1, 1, 0),\n",
    " 'figure.edgecolor': (1, 1, 1, 0),\n",
    " 'figure.facecolor': (1, 1, 1, 0),\n",
    " 'figure.figsize': (20.0, 20.0),\n",
    " 'figure.subplot.bottom': 0.125,\n",
    " 'font.size': 10,\n",
    " 'savefig.dpi': 72}\n",
    "%matplotlib inline\n",
    "%config InlineBackend.rc = d\n",
    "%matplotlib inline\n",
    "import matplotlib.pyplot as plt\n",
    "sns.heatmap(multi_p_values, vmin=-1, vmax=1., cmap='brg', annot=True, fmt='.2f', xticklabels=num_data.columns, yticklabels=num_data.columns)\n",
    "plt.savefig('Sabine.pdf')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
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       "YII=\n"
      ],
      "text/plain": [
       "<matplotlib.figure.Figure at 0x10b063e80>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "reload(stamilarity)\n",
    "\n",
    "d = {'figure.figsize': (5.0, 5.0)}\n",
    "%config InlineBackend.rc = d\n",
    "%matplotlib inline\n",
    "\n",
    "from IPython.html.widgets import interact, interactive, fixed\n",
    "from IPython.html import widgets\n",
    "\n",
    "def plot_distrib_wrt(data, v1, v2, expected=True):\n",
    "    '''Plot the distribution of v1 with respect to groupings from the value of v2'''\n",
    "    working_data = data[[v1,v2]].dropna()\n",
    "    groups = stamilarity.divide_in_groups(working_data[v2])\n",
    "    average = stamilarity.empirical_discrete_distrib(working_data[v1])\n",
    "    labels = sorted(average.keys())\n",
    "    if expected:\n",
    "        plt.bar(np.arange(len(average))*1.1, [average[k] for k in labels], \n",
    "                alpha=.2, color=sns.color_palette(\"hls\", len(groups)+1)[0])\n",
    "        leg=['Average']\n",
    "    else:\n",
    "        leg = []\n",
    "    p = stamilarity.similar_samples(*[working_data[v1][g] for g in groups])\n",
    "    plt.title('Distributions for variable {} (p={})'.format(v1, p))\n",
    "    for i, g in enumerate(groups):\n",
    "        distrib = stamilarity.empirical_discrete_distrib(working_data[v1][g])\n",
    "        color = sns.color_palette(\"hls\", len(groups)+1)[i+1]\n",
    "        plt.bar(np.arange(len(average))*1.1, [distrib[k] for k in labels], \n",
    "                alpha=.2, color=sns.color_palette(\"hls\", len(groups)+1)[i+1])\n",
    "        leg.append('{} : {}'.format(v2, set(working_data[v2][g])))\n",
    "    plt.xticks(np.arange(len(average))*1.1+.5,labels, rotation='vertical')\n",
    "    plt.legend(leg)\n",
    "    \n",
    "\n",
    "interact(plot_distrib_wrt,data=fixed(num_data),\n",
    "         v1=list(num_data.columns), v2=list(num_data.columns))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Counter({0: 70, 1: 36, 3: 21, 2: 10, 4: 7, 5: 3, 6: 1})"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from collections import Counter\n",
    "Counter(num_data['Proj_gross'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "ename": "TypeError",
     "evalue": "* wants int",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-14-d25be0899e22>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"%*2g ... %.2g\"\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;36m1.2345\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0.2345\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[0;31mTypeError\u001b[0m: * wants int"
     ]
    }
   ],
   "source": [
    "print(\"%*2g ... %.2g\" % (1.2345, 0.2345))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Trucs à faire\n",
    "* Enlever des cases bleues\n",
    "* Mettre les p-valeurs à deux chiffres significatifs\n",
    "\n",
    "* Présentation du corpus comme dans la page 30 de la thèse (Girin_2009.pdf)\n",
    "* Reproduction des tableaux 3, 4, 5, 6... jusqu'à 12 <- décorticage question par question\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 121,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "#import stamilarity\n",
    "#from importlib import reload\n",
    "#reload(stamilarity)\n",
    "#stamilarity.divide_in_groups(working_data['Age'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0      1\n",
       "1      1\n",
       "4      1\n",
       "7      1\n",
       "18     1\n",
       "28     1\n",
       "37     1\n",
       "39     1\n",
       "43     1\n",
       "44     1\n",
       "46     1\n",
       "48     1\n",
       "53     1\n",
       "72     0\n",
       "80     0\n",
       "81     0\n",
       "87     0\n",
       "89     0\n",
       "109    0\n",
       "115    0\n",
       "128    0\n",
       "129    0\n",
       "139    0\n",
       "Name: hop, dtype: int64"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import stamilarity\n",
    "working_data = num_data[['Age','hop']].dropna()\n",
    "a = stamilarity.divide_in_groups(working_data['Age'])\n",
    "#working_data['hop'][a[3]]"
   ]
  }
 ],
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