{ "cells": [ { "cell_type": "code", "execution_count": 8, "id": "b3ef253b", "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "\n", "# Configuration des graphiques\n", "sns.set_theme(style=\"whitegrid\")" ] }, { "cell_type": "code", "execution_count": 9, "id": "33c652a4", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Colonnes de l'analyse des retards :\n", "Index(['rental_id', 'car_id', 'checkin_type', 'state',\n", " 'delay_at_checkout_in_minutes', 'previous_ended_rental_id',\n", " 'time_delta_with_previous_rental_in_minutes'],\n", " dtype='object')\n", "\n", "Premières lignes :\n" ] }, { "data": { "text/html": [ "
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" ], "text/plain": [ " rental_id car_id checkin_type state delay_at_checkout_in_minutes \\\n", "0 505000 363965 mobile canceled NaN \n", "1 507750 269550 mobile ended -81.0 \n", "2 508131 359049 connect ended 70.0 \n", "3 508865 299063 connect canceled NaN \n", "4 511440 313932 mobile ended NaN \n", "\n", " previous_ended_rental_id time_delta_with_previous_rental_in_minutes \n", "0 NaN NaN \n", "1 NaN NaN \n", "2 NaN NaN \n", "3 NaN NaN \n", "4 NaN NaN " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# 1. CHARGEMENT DU FICHIER EXCEL\n", "# On définit le nom exact du fichier\n", "file_path = 'get_around_delay_analysis.xlsx'\n", "\n", "# On charge l'onglet contenant les données de location\n", "# Note : Si cela affiche une erreur, vérifie si l'onglet s'appelle bien 'rentals_data'\n", "df_delay = pd.read_excel(file_path, sheet_name='rentals_data')\n", "\n", "# 2. CHARGEMENT DU FICHIER PRICING (qui est déjà en CSV lui)\n", "df_price = pd.read_csv('get_around_pricing_project.csv').drop(columns=['Unnamed: 0'])\n", "\n", "# Vérification\n", "print(\"Colonnes de l'analyse des retards :\")\n", "print(df_delay.columns)\n", "print(\"\\nPremières lignes :\")\n", "display(df_delay.head())" ] }, { "cell_type": "code", "execution_count": 10, "id": "c942867c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Proportion de retards au checkout : 52.11%\n", "\n", "Statistiques des retards par type de check-in :\n", " count mean std min 25% 50% 75% \\\n", "checkin_type \n", "connect 3402.0 -43.627278 228.681964 -4276.0 -75.75 -9.0 32.0 \n", "mobile 12943.0 88.215174 1108.296230 -22433.0 -26.00 14.0 77.0 \n", "\n", " max \n", "checkin_type \n", "connect 1466.0 \n", "mobile 71084.0 \n", "\n", "Proportion de locations consécutives impactées par un retard : 11.84%\n", "\n", "Simulation de l'impact des seuils :\n", " threshold_min lost_rentals solved_cases\n", "0 0 0 0\n", "1 30 279 68\n", "2 60 401 102\n", "3 120 666 147\n", "4 180 870 167\n", "5 240 1001 177\n", "6 300 1106 189\n", "7 360 1170 193\n", "8 600 1449 204\n" ] } ], "source": [ "# 2. ANALYSE DES RETARDS (Delay Analysis)\n", "# ==============================================================================\n", "\n", "# Nettoyage : On ne garde que les locations terminées (ended) pour analyser les retards réels\n", "df_ended = df_delay[df_delay['state'] == 'ended'].copy()\n", "\n", "# 2.1 Quelle part des chauffeurs est en retard ?\n", "late_proportion = (df_ended['delay_at_checkout_in_minutes'] > 0).mean()\n", "print(f\"\\nProportion de retards au checkout : {late_proportion:.2%}\")\n", "\n", "# 2.2 Analyse par type de check-in (Mobile vs Connect)\n", "delay_by_type = df_ended.groupby('checkin_type')['delay_at_checkout_in_minutes'].describe()\n", "print(\"\\nStatistiques des retards par type de check-in :\")\n", "print(delay_by_type)\n", "\n", "# 2.3 Impact sur la location suivante\n", "# On filtre les locations qui ont une location précédente identifiée (< 12h)\n", "df_consecutive = df_delay[df_delay['previous_ended_rental_id'].notnull()].copy()\n", "\n", "# On récupère le retard de la location précédente\n", "delay_map = df_ended.set_index('rental_id')['delay_at_checkout_in_minutes'].to_dict()\n", "df_consecutive['previous_delay'] = df_consecutive['previous_ended_rental_id'].map(delay_map)\n", "\n", "# Une location est \"impactée\" si le retard précédent > le temps de battement prévu\n", "df_consecutive['is_impacted'] = df_consecutive['previous_delay'] > df_consecutive['time_delta_with_previous_rental_in_minutes']\n", "\n", "impact_rate = df_consecutive['is_impacted'].mean()\n", "print(f\"\\nProportion de locations consécutives impactées par un retard : {impact_rate:.2%}\")\n", "\n", "# 2.4 Simulation des seuils (Thresholds)\n", "# Objectif : Si on impose un délai X, combien de locations on perd vs combien de problèmes on résout ?\n", "thresholds = [0, 30, 60, 120, 180, 240, 300, 360, 600]\n", "sim_results = []\n", "\n", "for t in thresholds:\n", " # Locations qu'on perd (car l'intervalle avec la précédente était < t)\n", " lost_rentals = (df_consecutive['time_delta_with_previous_rental_in_minutes'] < t).sum()\n", " \n", " # Problèmes résolus (on a évité une collision car le retard était <= t)\n", " # Note : Si retard > t, le problème n'est que partiellement résolu ou pas du tout\n", " solved_cases = (df_consecutive['is_impacted'] & (df_consecutive['previous_delay'] <= t)).sum()\n", " \n", " sim_results.append({\n", " 'threshold_min': t,\n", " 'lost_rentals': lost_rentals,\n", " 'solved_cases': solved_cases\n", " })\n", "\n", "df_sim = pd.DataFrame(sim_results)\n", "print(\"\\nSimulation de l'impact des seuils :\")\n", "print(df_sim)" ] }, { "cell_type": "code", "execution_count": 12, "id": "83d8c2b9", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#3. ANALYSE DES PRIX (Pricing Analysis)\n", "# ==============================================================================\n", "\n", "# 3.1 Distribution du prix de location par jour\n", "plt.figure(figsize=(10, 6))\n", "sns.histplot(df_price['rental_price_per_day'], bins=30, kde=True)\n", "plt.title('Distribution des prix de location journaliers')\n", "plt.show()\n", "\n", "# 3.2 Corrélation entre kilométrage et prix\n", "plt.figure(figsize=(10, 6))\n", "sns.scatterplot(data=df_price, x='mileage', y='rental_price_per_day', hue='fuel', alpha=0.5)\n", "plt.title('Prix vs Kilométrage')\n", "plt.show()\n", "\n", "# 3.3 Impact de la technologie Connect sur le prix\n", "plt.figure(figsize=(8, 6))\n", "sns.boxplot(data=df_price, x='has_getaround_connect', y='rental_price_per_day')\n", "plt.title('Impact de Getaround Connect sur le Prix moyen')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "d6af0432", "metadata": {}, "source": [ "# 4. CONCLUSIONS POUR LE DASHBOARD\n", "# ==============================================================================\n", "\"\"\"\n", "Points clés à retenir :\n", "1. Le \"Connect\" réduit naturellement les retards (processus plus fluide sans rdv physique).\n", "2. 12% des locations en chaîne souffrent d'un retard du prédécesseur.\n", "3. Un seuil de 120 min semble optimal : il capte la majorité des retards moyens \n", " tout en limitant la perte de revenus." ] } ], "metadata": { "kernelspec": { "display_name": "base", "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": "3.13.9" } }, "nbformat": 4, "nbformat_minor": 5 }