diff --git a/analyse_comptes.ipynb b/analyse_comptes.ipynb
deleted file mode 100644
index ae77414..0000000
--- a/analyse_comptes.ipynb
+++ /dev/null
@@ -1,1035 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import pandas as pd"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "operations = pd.read_csv(\"./00020510001.csv\")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "operations[\"Date\"] = pd.to_datetime(operations[\"Date\"])\n",
-    "operations[\"Date de valeur\"] = pd.to_datetime(operations[\"Date de valeur\"])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 129,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "postes = {\n",
-    "    \"autoroute\": [\"AUTOROUTE\", \"APRR\"],\n",
-    "    \"essence\": [\"CARBU\", \"TOTAL\", \"ESSFLO\", \"STATION\", \"AVIA\", ],\n",
-    "    \"bouffe\": [\"BIOCOOP\", \"LA VIE CLAIRE\", \"MAISON VITALE\", \"BOUCHERIE\", \"SALAISON CHALAM\", \"INTERMARCHE\", \"LA FERME DU COIN\",],\n",
-    "    \"bio\": [\"BIOCOOP\", \"LA VIE CLAIRE\", \"MAISON VITALE\"],\n",
-    "}"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 103,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def select_mots(df, colname, mots, inverse=False):\n",
-    "    if inverse:\n",
-    "        return df[~df[colname].str.contains('|'.join(mots))]\n",
-    "    return df[df[colname].str.contains('|'.join(mots))]"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "# Mois d'octobre\n",
-    "\n",
-    "On est parti en Corse espéront que ça explique tout..."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 107,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "oct_op = operations[(operations[\"Date\"] >= \"2018-10\") & (operations[\"Date\"] < \"2018-11\")]"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "Total des dépenses"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 108,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "-1919.1499999999999"
-      ]
-     },
-     "execution_count": 108,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "oct_depenses = oct_op[oct_op[\"Montant\"]<0]\n",
-    "oct_depenses[\"Montant\"].sum()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "Retraits"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 109,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "-360.0"
-      ]
-     },
-     "execution_count": 109,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "select_mots(oct_depenses, \"Libellé\", [\"RETRAIT\"])[\"Montant\"].sum()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "Paiement par carte"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 110,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "-1426.02"
-      ]
-     },
-     "execution_count": 110,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "select_mots(oct_depenses, \"Libellé\", [\"PAIEMENT\"])[\"Montant\"].sum()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "Dont autoroute"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 111,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>Date</th>\n",
-       "      <th>Date de valeur</th>\n",
-       "      <th>Montant</th>\n",
-       "      <th>Libellé</th>\n",
-       "      <th>Solde</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>18</th>\n",
-       "      <td>2018-10-12</td>\n",
-       "      <td>2018-10-12</td>\n",
-       "      <td>-10.6</td>\n",
-       "      <td>PAIEMENT CB 1110 21850 ST APOL APRR CARTE 7414...</td>\n",
-       "      <td>221.64</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>2018-10-15</td>\n",
-       "      <td>2018-10-15</td>\n",
-       "      <td>-13.8</td>\n",
-       "      <td>PAIEMENT CB 1410 BERSAILLIN APRR CARTE 36045419</td>\n",
-       "      <td>133.29</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>25</th>\n",
-       "      <td>2018-10-15</td>\n",
-       "      <td>2018-10-15</td>\n",
-       "      <td>-2.8</td>\n",
-       "      <td>PAIEMENT CB 1410 PARIS RHIN RH APRR CARTE 3604...</td>\n",
-       "      <td>-80.05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>43</th>\n",
-       "      <td>2018-10-22</td>\n",
-       "      <td>2018-10-22</td>\n",
-       "      <td>-9.0</td>\n",
-       "      <td>PAIEMENT CB 1910 21850 APRR CARTE 36045419</td>\n",
-       "      <td>751.36</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>44</th>\n",
-       "      <td>2018-10-22</td>\n",
-       "      <td>2018-10-22</td>\n",
-       "      <td>-23.8</td>\n",
-       "      <td>PAIEMENT CB 2110 VEDENE AUTOROUTE DU SUD CARTE...</td>\n",
-       "      <td>727.56</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>65</th>\n",
-       "      <td>2018-10-31</td>\n",
-       "      <td>2018-10-31</td>\n",
-       "      <td>-17.2</td>\n",
-       "      <td>PAIEMENT CB 2910 VEDENE AUTOROUTE DU SUD CARTE...</td>\n",
-       "      <td>353.13</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "         Date Date de valeur  Montant  \\\n",
-       "18 2018-10-12     2018-10-12    -10.6   \n",
-       "21 2018-10-15     2018-10-15    -13.8   \n",
-       "25 2018-10-15     2018-10-15     -2.8   \n",
-       "43 2018-10-22     2018-10-22     -9.0   \n",
-       "44 2018-10-22     2018-10-22    -23.8   \n",
-       "65 2018-10-31     2018-10-31    -17.2   \n",
-       "\n",
-       "                                              Libellé   Solde  \n",
-       "18  PAIEMENT CB 1110 21850 ST APOL APRR CARTE 7414...  221.64  \n",
-       "21    PAIEMENT CB 1410 BERSAILLIN APRR CARTE 36045419  133.29  \n",
-       "25  PAIEMENT CB 1410 PARIS RHIN RH APRR CARTE 3604...  -80.05  \n",
-       "43         PAIEMENT CB 1910 21850 APRR CARTE 36045419  751.36  \n",
-       "44  PAIEMENT CB 2110 VEDENE AUTOROUTE DU SUD CARTE...  727.56  \n",
-       "65  PAIEMENT CB 2910 VEDENE AUTOROUTE DU SUD CARTE...  353.13  "
-      ]
-     },
-     "execution_count": 111,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "select_mots(oct_depenses, \"Libellé\", postes[\"autoroute\"])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 112,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "-77.2"
-      ]
-     },
-     "execution_count": 112,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "_[\"Montant\"].sum()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "Dont essence"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 130,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>Date</th>\n",
-       "      <th>Date de valeur</th>\n",
-       "      <th>Montant</th>\n",
-       "      <th>Libellé</th>\n",
-       "      <th>Solde</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>2018-10-08</td>\n",
-       "      <td>2018-10-08</td>\n",
-       "      <td>-56.54</td>\n",
-       "      <td>PAIEMENT CB 0610 EPAGNY AUCHAN CARBURANT CARTE...</td>\n",
-       "      <td>502.95</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17</th>\n",
-       "      <td>2018-10-12</td>\n",
-       "      <td>2018-10-12</td>\n",
-       "      <td>-89.62</td>\n",
-       "      <td>PAIEMENT CB 1110 ARBENT ESSFLOREALYG341 CARTE ...</td>\n",
-       "      <td>232.24</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>32</th>\n",
-       "      <td>2018-10-18</td>\n",
-       "      <td>2018-10-18</td>\n",
-       "      <td>-47.28</td>\n",
-       "      <td>PAIEMENT CB 1710 ST CLAUDE STATION TOTAL CARTE...</td>\n",
-       "      <td>406.01</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>37</th>\n",
-       "      <td>2018-10-22</td>\n",
-       "      <td>2018-10-22</td>\n",
-       "      <td>-96.43</td>\n",
-       "      <td>PAIEMENT CB 1910 ARBENT ESSFLOREALYG341 CARTE ...</td>\n",
-       "      <td>866.38</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "         Date Date de valeur  Montant  \\\n",
-       "11 2018-10-08     2018-10-08   -56.54   \n",
-       "17 2018-10-12     2018-10-12   -89.62   \n",
-       "32 2018-10-18     2018-10-18   -47.28   \n",
-       "37 2018-10-22     2018-10-22   -96.43   \n",
-       "\n",
-       "                                              Libellé   Solde  \n",
-       "11  PAIEMENT CB 0610 EPAGNY AUCHAN CARBURANT CARTE...  502.95  \n",
-       "17  PAIEMENT CB 1110 ARBENT ESSFLOREALYG341 CARTE ...  232.24  \n",
-       "32  PAIEMENT CB 1710 ST CLAUDE STATION TOTAL CARTE...  406.01  \n",
-       "37  PAIEMENT CB 1910 ARBENT ESSFLOREALYG341 CARTE ...  866.38  "
-      ]
-     },
-     "execution_count": 130,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "select_mots(oct_depenses, \"Libellé\", postes[\"essence\"])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 114,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "-289.87"
-      ]
-     },
-     "execution_count": 114,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "_[\"Montant\"].sum()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "Le bio"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 125,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>Date</th>\n",
-       "      <th>Date de valeur</th>\n",
-       "      <th>Montant</th>\n",
-       "      <th>Libellé</th>\n",
-       "      <th>Solde</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>2018-10-01</td>\n",
-       "      <td>2018-10-01</td>\n",
-       "      <td>-10.04</td>\n",
-       "      <td>PAIEMENT CB 2809 ST CLAUDE LA VIE CLAIRE CARTE...</td>\n",
-       "      <td>362.24</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>2018-10-15</td>\n",
-       "      <td>2018-10-15</td>\n",
-       "      <td>-74.25</td>\n",
-       "      <td>PAIEMENT CB 1210 DORLISHEIM LA MAISON VITALE C...</td>\n",
-       "      <td>59.04</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "         Date Date de valeur  Montant  \\\n",
-       "5  2018-10-01     2018-10-01   -10.04   \n",
-       "22 2018-10-15     2018-10-15   -74.25   \n",
-       "\n",
-       "                                              Libellé   Solde  \n",
-       "5   PAIEMENT CB 2809 ST CLAUDE LA VIE CLAIRE CARTE...  362.24  \n",
-       "22  PAIEMENT CB 1210 DORLISHEIM LA MAISON VITALE C...   59.04  "
-      ]
-     },
-     "execution_count": 125,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "select_mots(oct_depenses, \"Libellé\", postes[\"bio\"])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 126,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "-84.28999999999999"
-      ]
-     },
-     "execution_count": 126,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "_[\"Montant\"].sum()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "Les courses courantes"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 127,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
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-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>Date</th>\n",
-       "      <th>Date de valeur</th>\n",
-       "      <th>Montant</th>\n",
-       "      <th>Libellé</th>\n",
-       "      <th>Solde</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>2018-10-01</td>\n",
-       "      <td>2018-10-01</td>\n",
-       "      <td>-10.04</td>\n",
-       "      <td>PAIEMENT CB 2809 ST CLAUDE LA VIE CLAIRE CARTE...</td>\n",
-       "      <td>362.24</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>2018-10-01</td>\n",
-       "      <td>2018-10-01</td>\n",
-       "      <td>-39.65</td>\n",
-       "      <td>PAIEMENT CB 2809 LA PESSE BOUCHERIE GRENA CART...</td>\n",
-       "      <td>322.59</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>2018-10-08</td>\n",
-       "      <td>2018-10-08</td>\n",
-       "      <td>-6.90</td>\n",
-       "      <td>PAIEMENT CB 0510 LA PESSE SALAISON CHALAM CART...</td>\n",
-       "      <td>496.05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16</th>\n",
-       "      <td>2018-10-11</td>\n",
-       "      <td>2018-10-11</td>\n",
-       "      <td>-11.69</td>\n",
-       "      <td>PAIEMENT CB 0910 LA PESSE BOUCHERIE GRENA CART...</td>\n",
-       "      <td>321.86</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>2018-10-15</td>\n",
-       "      <td>2018-10-15</td>\n",
-       "      <td>-74.25</td>\n",
-       "      <td>PAIEMENT CB 1210 DORLISHEIM LA MAISON VITALE C...</td>\n",
-       "      <td>59.04</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>31</th>\n",
-       "      <td>2018-10-18</td>\n",
-       "      <td>2018-10-18</td>\n",
-       "      <td>-23.06</td>\n",
-       "      <td>PAIEMENT CB 1710 ST CLAUDE CED INTERMARCHE CAR...</td>\n",
-       "      <td>453.29</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>40</th>\n",
-       "      <td>2018-10-22</td>\n",
-       "      <td>2018-10-22</td>\n",
-       "      <td>-24.72</td>\n",
-       "      <td>PAIEMENT CB 1910 CHATUZANGE LE LA FERME DU COI...</td>\n",
-       "      <td>833.06</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "         Date Date de valeur  Montant  \\\n",
-       "5  2018-10-01     2018-10-01   -10.04   \n",
-       "6  2018-10-01     2018-10-01   -39.65   \n",
-       "12 2018-10-08     2018-10-08    -6.90   \n",
-       "16 2018-10-11     2018-10-11   -11.69   \n",
-       "22 2018-10-15     2018-10-15   -74.25   \n",
-       "31 2018-10-18     2018-10-18   -23.06   \n",
-       "40 2018-10-22     2018-10-22   -24.72   \n",
-       "\n",
-       "                                              Libellé   Solde  \n",
-       "5   PAIEMENT CB 2809 ST CLAUDE LA VIE CLAIRE CARTE...  362.24  \n",
-       "6   PAIEMENT CB 2809 LA PESSE BOUCHERIE GRENA CART...  322.59  \n",
-       "12  PAIEMENT CB 0510 LA PESSE SALAISON CHALAM CART...  496.05  \n",
-       "16  PAIEMENT CB 0910 LA PESSE BOUCHERIE GRENA CART...  321.86  \n",
-       "22  PAIEMENT CB 1210 DORLISHEIM LA MAISON VITALE C...   59.04  \n",
-       "31  PAIEMENT CB 1710 ST CLAUDE CED INTERMARCHE CAR...  453.29  \n",
-       "40  PAIEMENT CB 1910 CHATUZANGE LE LA FERME DU COI...  833.06  "
-      ]
-     },
-     "execution_count": 127,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "select_mots(oct_depenses, \"Libellé\", postes[\"bouffe\"])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 128,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "-190.31"
-      ]
-     },
-     "execution_count": 128,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "_[\"Montant\"].sum()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "Autres que les paiements et retraits"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 115,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>Date</th>\n",
-       "      <th>Date de valeur</th>\n",
-       "      <th>Montant</th>\n",
-       "      <th>Libellé</th>\n",
-       "      <th>Solde</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>2018-10-02</td>\n",
-       "      <td>2018-10-02</td>\n",
-       "      <td>-23.10</td>\n",
-       "      <td>HABITAT BQ6459900 1827599 BQ6459900</td>\n",
-       "      <td>299.49</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>2018-10-05</td>\n",
-       "      <td>2018-10-01</td>\n",
-       "      <td>-6.25</td>\n",
-       "      <td>F FRAIS BANCAIRES MENSUALISES</td>\n",
-       "      <td>593.24</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>26</th>\n",
-       "      <td>2018-10-15</td>\n",
-       "      <td>2018-11-14</td>\n",
-       "      <td>-16.00</td>\n",
-       "      <td>F COMM INTERVENTION 6 OPER</td>\n",
-       "      <td>-96.05</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>29</th>\n",
-       "      <td>2018-10-17</td>\n",
-       "      <td>2018-10-17</td>\n",
-       "      <td>-22.00</td>\n",
-       "      <td>VIR SEPA JULIE AVELLANA</td>\n",
-       "      <td>176.35</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>58</th>\n",
-       "      <td>2018-10-30</td>\n",
-       "      <td>2018-10-30</td>\n",
-       "      <td>-65.78</td>\n",
-       "      <td>AUTOMOBILE AA000000020508691 RMS18302072583746HI</td>\n",
-       "      <td>680.12</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "         Date Date de valeur  Montant  \\\n",
-       "7  2018-10-02     2018-10-02   -23.10   \n",
-       "9  2018-10-05     2018-10-01    -6.25   \n",
-       "26 2018-10-15     2018-11-14   -16.00   \n",
-       "29 2018-10-17     2018-10-17   -22.00   \n",
-       "58 2018-10-30     2018-10-30   -65.78   \n",
-       "\n",
-       "                                             Libellé   Solde  \n",
-       "7                HABITAT BQ6459900 1827599 BQ6459900  299.49  \n",
-       "9                      F FRAIS BANCAIRES MENSUALISES  593.24  \n",
-       "26                        F COMM INTERVENTION 6 OPER  -96.05  \n",
-       "29                           VIR SEPA JULIE AVELLANA  176.35  \n",
-       "58  AUTOMOBILE AA000000020508691 RMS18302072583746HI  680.12  "
-      ]
-     },
-     "execution_count": 115,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "select_mots(oct_depenses, \"Libellé\", [\"PAIEMENT\", \"RETRAIT\"], inverse=True)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 116,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "-133.13"
-      ]
-     },
-     "execution_count": 116,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "_[\"Montant\"].sum()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "# Mois de Novembre "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 117,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "nov_op = operations[(operations[\"Date\"] >= \"2018-11\") & (operations[\"Date\"] < \"2018-12\")]"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "Total des dépenses"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 56,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "-1108.68"
-      ]
-     },
-     "execution_count": 56,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "nov_depenses = nov_op[nov_op[\"Montant\"]<0]\n",
-    "nov_depenses[\"Montant\"].sum()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "Retraits"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 57,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "-200.0"
-      ]
-     },
-     "execution_count": 57,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "nov_depenses[nov_depenses[\"Libellé\"].str.contains(\"RETRAIT\")]['Montant'].sum()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "Paiements directs"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 58,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "-878.0299999999999"
-      ]
-     },
-     "execution_count": 58,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "nov_depenses[nov_depenses[\"Libellé\"].str.contains(\"PAIEMENT\")]['Montant'].sum()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "Autres"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 59,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>Date</th>\n",
-       "      <th>Date de valeur</th>\n",
-       "      <th>Montant</th>\n",
-       "      <th>Libellé</th>\n",
-       "      <th>Solde</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>66</th>\n",
-       "      <td>2018-11-01</td>\n",
-       "      <td>2018-11-01</td>\n",
-       "      <td>-11.00</td>\n",
-       "      <td>VIR SEPA PARTAGE INTERNET</td>\n",
-       "      <td>342.13</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>68</th>\n",
-       "      <td>2018-11-02</td>\n",
-       "      <td>2018-11-02</td>\n",
-       "      <td>-13.40</td>\n",
-       "      <td>HABITAT BQ6459900 1830699 BQ6459900</td>\n",
-       "      <td>326.83</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>73</th>\n",
-       "      <td>2018-11-06</td>\n",
-       "      <td>2018-11-01</td>\n",
-       "      <td>-6.25</td>\n",
-       "      <td>F FRAIS BANCAIRES MENSUALISES</td>\n",
-       "      <td>186.38</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "         Date Date de valeur  Montant                              Libellé  \\\n",
-       "66 2018-11-01     2018-11-01   -11.00            VIR SEPA PARTAGE INTERNET   \n",
-       "68 2018-11-02     2018-11-02   -13.40  HABITAT BQ6459900 1830699 BQ6459900   \n",
-       "73 2018-11-06     2018-11-01    -6.25        F FRAIS BANCAIRES MENSUALISES   \n",
-       "\n",
-       "     Solde  \n",
-       "66  342.13  \n",
-       "68  326.83  \n",
-       "73  186.38  "
-      ]
-     },
-     "execution_count": 59,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "autres = nov_depenses[~nov_depenses[\"Libellé\"].str.contains(\"PAIEMENT\") & ~nov_depenses[\"Libellé\"].str.contains(\"RETRAIT\")]\n",
-    "autres"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 61,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "-30.65"
-      ]
-     },
-     "execution_count": 61,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "autres[\"Montant\"].sum()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.7.1"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}