From c88ac499d859fbc944584fd0527c0af79f64aa36 Mon Sep 17 00:00:00 2001 From: Bertrand Benjamin Date: Thu, 29 Nov 2018 18:42:47 +0100 Subject: [PATCH] First Commit --- .gitignore | 87 ++++ analyse_comptes.ipynb | 1035 +++++++++++++++++++++++++++++++++++++++++ requirements.txt | 46 ++ 3 files changed, 1168 insertions(+) create mode 100644 .gitignore create mode 100644 analyse_comptes.ipynb create mode 100644 requirements.txt diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..6702a66 --- /dev/null +++ b/.gitignore @@ -0,0 +1,87 @@ +# Datas +./data/ + +# Python venv +./venv/ + + +# nodejs + Logs +logs +*.log +npm-debug.log* +yarn-debug.log* +yarn-error.log* + +# Runtime data +pids +*.pid +*.seed +*.pid.lock + +# Directory for instrumented libs generated by jscoverage/JSCover +lib-cov + +# Coverage directory used by tools like istanbul +coverage + +# nyc test coverage +.nyc_output + +# Grunt intermediate storage (https://gruntjs.com/creating-plugins#storing-task-files) +.grunt + +# Bower dependency directory (https://bower.io/) +bower_components + +# node-waf configuration +.lock-wscript + +# Compiled binary addons (https://nodejs.org/api/addons.html) +build/Release + +# Dependency directories +node_modules/ +jspm_packages/ + +# TypeScript v1 declaration files +typings/ + +# Optional npm cache directory +.npm + +# Optional eslint cache +.eslintcache + +# Optional REPL history +.node_repl_history + +# Output of 'npm pack' +*.tgz + +# Yarn Integrity file +.yarn-integrity + +# dotenv environment variables file +.env + +# parcel-bundler cache (https://parceljs.org/) +.cache + +# next.js build output +.next + +# nuxt.js build output +.nuxt + +# vuepress build output +.vuepress/dist + +# Serverless directories +.serverless/ + +# FuseBox cache +.fusebox/ + +#DynamoDB Local files +.dynamodb/ diff --git a/analyse_comptes.ipynb b/analyse_comptes.ipynb new file mode 100644 index 0000000..ae77414 --- /dev/null +++ b/analyse_comptes.ipynb @@ -0,0 +1,1035 @@ +{ + "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": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
DateDate de valeurMontantLibelléSolde
182018-10-122018-10-12-10.6PAIEMENT CB 1110 21850 ST APOL APRR CARTE 7414...221.64
212018-10-152018-10-15-13.8PAIEMENT CB 1410 BERSAILLIN APRR CARTE 36045419133.29
252018-10-152018-10-15-2.8PAIEMENT CB 1410 PARIS RHIN RH APRR CARTE 3604...-80.05
432018-10-222018-10-22-9.0PAIEMENT CB 1910 21850 APRR CARTE 36045419751.36
442018-10-222018-10-22-23.8PAIEMENT CB 2110 VEDENE AUTOROUTE DU SUD CARTE...727.56
652018-10-312018-10-31-17.2PAIEMENT CB 2910 VEDENE AUTOROUTE DU SUD CARTE...353.13
\n", + "
" + ], + "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": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
DateDate de valeurMontantLibelléSolde
112018-10-082018-10-08-56.54PAIEMENT CB 0610 EPAGNY AUCHAN CARBURANT CARTE...502.95
172018-10-122018-10-12-89.62PAIEMENT CB 1110 ARBENT ESSFLOREALYG341 CARTE ...232.24
322018-10-182018-10-18-47.28PAIEMENT CB 1710 ST CLAUDE STATION TOTAL CARTE...406.01
372018-10-222018-10-22-96.43PAIEMENT CB 1910 ARBENT ESSFLOREALYG341 CARTE ...866.38
\n", + "
" + ], + "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": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
DateDate de valeurMontantLibelléSolde
52018-10-012018-10-01-10.04PAIEMENT CB 2809 ST CLAUDE LA VIE CLAIRE CARTE...362.24
222018-10-152018-10-15-74.25PAIEMENT CB 1210 DORLISHEIM LA MAISON VITALE C...59.04
\n", + "
" + ], + "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": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
DateDate de valeurMontantLibelléSolde
52018-10-012018-10-01-10.04PAIEMENT CB 2809 ST CLAUDE LA VIE CLAIRE CARTE...362.24
62018-10-012018-10-01-39.65PAIEMENT CB 2809 LA PESSE BOUCHERIE GRENA CART...322.59
122018-10-082018-10-08-6.90PAIEMENT CB 0510 LA PESSE SALAISON CHALAM CART...496.05
162018-10-112018-10-11-11.69PAIEMENT CB 0910 LA PESSE BOUCHERIE GRENA CART...321.86
222018-10-152018-10-15-74.25PAIEMENT CB 1210 DORLISHEIM LA MAISON VITALE C...59.04
312018-10-182018-10-18-23.06PAIEMENT CB 1710 ST CLAUDE CED INTERMARCHE CAR...453.29
402018-10-222018-10-22-24.72PAIEMENT CB 1910 CHATUZANGE LE LA FERME DU COI...833.06
\n", + "
" + ], + "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": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
DateDate de valeurMontantLibelléSolde
72018-10-022018-10-02-23.10HABITAT BQ6459900 1827599 BQ6459900299.49
92018-10-052018-10-01-6.25F FRAIS BANCAIRES MENSUALISES593.24
262018-10-152018-11-14-16.00F COMM INTERVENTION 6 OPER-96.05
292018-10-172018-10-17-22.00VIR SEPA JULIE AVELLANA176.35
582018-10-302018-10-30-65.78AUTOMOBILE AA000000020508691 RMS18302072583746HI680.12
\n", + "
" + ], + "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": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
DateDate de valeurMontantLibelléSolde
662018-11-012018-11-01-11.00VIR SEPA PARTAGE INTERNET342.13
682018-11-022018-11-02-13.40HABITAT BQ6459900 1830699 BQ6459900326.83
732018-11-062018-11-01-6.25F FRAIS BANCAIRES MENSUALISES186.38
\n", + "
" + ], + "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 +} diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..bbf2dc3 --- /dev/null +++ b/requirements.txt @@ -0,0 +1,46 @@ +backcall==0.1.0 +bleach==3.0.2 +cycler==0.10.0 +decorator==4.3.0 +defusedxml==0.5.0 +entrypoints==0.2.3 +ipykernel==5.1.0 +ipython==7.1.1 +ipython-genutils==0.2.0 +jedi==0.13.1 +Jinja2==2.10 +jsonschema==2.6.0 +jupyter-client==5.2.3 +jupyter-core==4.4.0 +jupyterlab==0.35.4 +jupyterlab-server==0.2.0 +kiwisolver==1.0.1 +MarkupSafe==1.1.0 +matplotlib==3.0.2 +mistune==0.8.4 +nbconvert==5.4.0 +nbformat==4.4.0 +notebook==5.7.2 +numpy==1.15.4 +pandas==0.23.4 +pandocfilters==1.4.2 +parso==0.3.1 +pexpect==4.6.0 +pickleshare==0.7.5 +prometheus-client==0.4.2 +prompt-toolkit==2.0.7 +ptyprocess==0.6.0 +Pygments==2.3.0 +pyparsing==2.3.0 +python-dateutil==2.7.5 +pytz==2018.7 +PyYAML==3.13 +pyzmq==17.1.2 +Send2Trash==1.5.0 +six==1.11.0 +terminado==0.8.1 +testpath==0.4.2 +tornado==5.1.1 +traitlets==4.3.2 +wcwidth==0.1.7 +webencodings==0.5.1