{ "cells": [ { "cell_type": "markdown", "id": "2a3cdb2e", "metadata": {}, "source": [ "# M8 – Fil rouge South Park : analyse des épisodes\n", "\n", "Ce notebook sert de fil rouge pour le cours M8 :\n", "\n", "- Statistiques descriptives (mono / bi-variées)\n", "- Régression linéaire simple et multiple\n", "- Diagnostic de la régression\n", "- Tests statistiques (Student, Chi²)\n", "- ACP\n" ] }, { "cell_type": "markdown", "id": "5b1460d1", "metadata": {}, "source": [ "## 2. Chargement des données" ] }, { "cell_type": "code", "execution_count": 2, "id": "379154cd", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Le dataset contient 257 épisodes.\n", "Les données HF contient 257 vecteurs de dimension 384.\n", "Les données Gemini contient 257 vecteurs de dimension 768.\n", "Les données OpenAI contient 257 vecteurs de dimension 1536.\n" ] } ], "source": [ "import pandas as pd\n", "import numpy as np\n", "import scipy.stats as stats\n", "\n", "# 1. Charger les infos (Titres, Résumés, Notes)\n", "df = pd.read_csv(\"data/South_Park_Metadata.csv\", sep=\";\")\n", "\n", "# 2. Charger la matrice mathématique\n", "vectors_hf = np.load(\"data/embeddings_hf.npy\")\n", "vectors_gemini = np.load(\"data/embeddings_gemini.npy\")\n", "vectors_openai = np.load(\"data/embeddings_openai.npy\")\n", "\n", "print(f\"Le dataset contient {len(df)} épisodes.\")\n", "print(f\"Les données HF contient {vectors_hf.shape[0]} vecteurs de dimension {vectors_hf.shape[1]}.\")\n", "print(f\"Les données Gemini contient {vectors_gemini.shape[0]} vecteurs de dimension {vectors_gemini.shape[1]}.\")\n", "print(f\"Les données OpenAI contient {vectors_openai.shape[0]} vecteurs de dimension {vectors_openai.shape[1]}.\")\n", "\n" ] }, { "cell_type": "code", "execution_count": 3, "id": "53414db6", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "plt.matshow(vectors_hf, cmap='viridis')\n", "plt.title('Matrice des vecteurs HF')\n", "plt.colorbar()\n", "plt.show()\n", "\n", "plt.matshow(vectors_gemini, cmap='viridis')\n", "plt.title('Matrice des vecteurs Gemini')\n", "plt.colorbar()\n", "plt.show()\n", "\n", "plt.matshow(vectors_openai, cmap='viridis') \n", "plt.title('Matrice des vecteurs OpenAI')\n", "plt.colorbar()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "5a0abbf2", "metadata": {}, "source": [ "## Identification des variables\n", "\n", "Les données correspondant aux embeddings sont des vecteurs numériques de taille différentes." ] }, { "cell_type": "code", "execution_count": 4, "id": "a658983c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(257, 768)\n", "(257, 1536)\n", "(257, 384)\n" ] } ], "source": [ "print(vectors_gemini.shape)\n", "print(vectors_openai.shape)\n", "print(vectors_hf.shape) " ] }, { "cell_type": "code", "execution_count": 5, "id": "e2a1fd6c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Index(['Season', 'Episode', 'Bad_Word_Count', 'Lines_Cartman', 'Lines_Stan',\n", " 'Lines_Kyle', 'Lines_Kenny', 'Lines_Randy', 'Most_Active_Character',\n", " 'Randy_Is_Present', 'US_Viewers_Millions', 'Title', 'AirDate',\n", " 'TMDB_Rating', 'TMDB_Votes', 'Plot', 'IMDb_Rating'],\n", " dtype='object')\n" ] }, { "data": { "application/vnd.microsoft.datawrangler.viewer.v0+json": { "columns": [ { "name": "index", "rawType": "int64", "type": "integer" }, { "name": "Season", "rawType": "int64", "type": "integer" }, { "name": "Episode", "rawType": "int64", "type": "integer" }, { "name": "Bad_Word_Count", "rawType": "int64", "type": "integer" }, { "name": "Lines_Cartman", "rawType": "int64", "type": "integer" }, { "name": "Lines_Stan", "rawType": "int64", "type": "integer" }, { "name": "Lines_Kyle", "rawType": "int64", "type": "integer" }, { "name": "Lines_Kenny", "rawType": "int64", "type": "integer" }, { "name": "Lines_Randy", "rawType": "int64", "type": "integer" }, { "name": "Most_Active_Character", "rawType": "object", "type": "string" }, { "name": "Randy_Is_Present", "rawType": "int64", "type": "integer" }, { "name": "US_Viewers_Millions", "rawType": "float64", "type": "float" }, { "name": "Title", "rawType": "object", "type": "string" }, { "name": "AirDate", "rawType": "object", "type": "string" }, { "name": "TMDB_Rating", "rawType": "float64", "type": "float" }, { "name": "TMDB_Votes", "rawType": "int64", "type": "integer" }, { "name": "Plot", "rawType": "object", "type": "string" }, { "name": "IMDb_Rating", "rawType": "float64", "type": "float" } ], "ref": "5783f8f1-fa29-4e51-8bc1-95fa67dbefcb", "rows": [ [ "0", "10", "1", "9", "23", "44", "44", "5", "6", "Stan", "1", "3.49", "Le Retour de Chef", "2006-03-22", "8.0", "46", "Chef est de retour. Les enfants le trouvent particulièrement anormal et pour cause, il a été embrouillé par un club de pédophiles.", "8.0" ], [ "1", "10", "2", "6", "27", "39", "27", "0", "19", "Stan", "1", "3.38", "Danger Snobfog", "2006-03-29", "7.9", "46", "Kyle déménage à cause de son père ulceré par l'étroitesse d'esprit de ses compatriotes. Stan veut empêcher ça et oblige tout le monde à acheter des voitures hybrides. Mais cela provoque un nuage de snobisme tant les gens se sentent importants d'en conduire.", "8.1" ], [ "2", "10", "3", "4", "39", "16", "37", "1", "17", "Cartman", "1", "3.02", "Cartoon Wars (1/2)", "2006-04-05", "8.6", "42", "La panique s'installe à South Park. La diffusion du cartoon Les Griffin avec l'image de Mahomet non censurée pourrait provoquer des menaces terroristes. Cartman et Kyle vont tenter de convaincre la chaîne FOX de ne pas diffuser le cartoon. Et si tout ça n'était encore qu'un sale coup ?", "8.7" ], [ "3", "10", "4", "14", "53", "0", "39", "0", "0", "Cartman", "0", "3.49", "Cartoon Wars (2/2)", "2006-04-12", "8.4", "41", "Cartman arrive dans les studios de la Fox à Los Angeles. Il y rencontre Bart Simpson qui, comme lui, veut faire cesser la diffusion de la série Les Griffin.", "8.8" ], [ "4", "10", "5", "6", "0", "0", "0", "0", "0", "Others", "0", "2.68", "Un million de petites fibres", "2006-04-19", "6.1", "41", "Servietsky perd son boulot. Il décide d'écrire ses mémoires. Mais personne ne s’intéressera à la vie d'une serviette. Alors il change le mot \"Serviette\" en \"Personne\". Et cela devient le livre du mois d'Oprah Winfrey. Malheureusement pour Servietsky, deux \"personnes\" délaissées par Oprah décident d'avoir un meilleur traitement, et sabotent le plan de Servietsky.", "6.1" ] ], "shape": { "columns": 17, "rows": 5 } }, "text/html": [ "
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SeasonEpisodeBad_Word_CountLines_CartmanLines_StanLines_KyleLines_KennyLines_RandyMost_Active_CharacterRandy_Is_PresentUS_Viewers_MillionsTitleAirDateTMDB_RatingTMDB_VotesPlotIMDb_Rating
0101923444456Stan13.49Le Retour de Chef2006-03-228.046Chef est de retour. Les enfants le trouvent pa...8.0
11026273927019Stan13.38Danger Snobfog2006-03-297.946Kyle déménage à cause de son père ulceré par l...8.1
21034391637117Cartman13.02Cartoon Wars (1/2)2006-04-058.642La panique s'installe à South Park. La diffusi...8.7
3104145303900Cartman03.49Cartoon Wars (2/2)2006-04-128.441Cartman arrive dans les studios de la Fox à Lo...8.8
4105600000Others02.68Un million de petites fibres2006-04-196.141Servietsky perd son boulot. Il décide d'écrire...6.1
\n", "
" ], "text/plain": [ " Season Episode Bad_Word_Count Lines_Cartman Lines_Stan Lines_Kyle \\\n", "0 10 1 9 23 44 44 \n", "1 10 2 6 27 39 27 \n", "2 10 3 4 39 16 37 \n", "3 10 4 14 53 0 39 \n", "4 10 5 6 0 0 0 \n", "\n", " Lines_Kenny Lines_Randy Most_Active_Character Randy_Is_Present \\\n", "0 5 6 Stan 1 \n", "1 0 19 Stan 1 \n", "2 1 17 Cartman 1 \n", "3 0 0 Cartman 0 \n", "4 0 0 Others 0 \n", "\n", " US_Viewers_Millions Title AirDate TMDB_Rating \\\n", "0 3.49 Le Retour de Chef 2006-03-22 8.0 \n", "1 3.38 Danger Snobfog 2006-03-29 7.9 \n", "2 3.02 Cartoon Wars (1/2) 2006-04-05 8.6 \n", "3 3.49 Cartoon Wars (2/2) 2006-04-12 8.4 \n", "4 2.68 Un million de petites fibres 2006-04-19 6.1 \n", "\n", " TMDB_Votes Plot IMDb_Rating \n", "0 46 Chef est de retour. Les enfants le trouvent pa... 8.0 \n", "1 46 Kyle déménage à cause de son père ulceré par l... 8.1 \n", "2 42 La panique s'installe à South Park. La diffusi... 8.7 \n", "3 41 Cartman arrive dans les studios de la Fox à Lo... 8.8 \n", "4 41 Servietsky perd son boulot. Il décide d'écrire... 6.1 " ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "print(df.columns)\n", "df.head()\n" ] }, { "cell_type": "markdown", "id": "c8ca5640", "metadata": {}, "source": [ "Les variables des metadata sont les suivantes :\n", "* 'Season' : quantitative discrète,\n", "* 'Episode' : quantitative discrète, \n", "* 'Bad_Word_Count' : quantitative discrète,\n", "* 'Lines_Cartman' : quantitative discrète,\n", "* 'Lines_Stan' : quantitative discrète,\n", "* 'Lines_Kyle' : quantitative discrète, \n", "* 'Lines_Kenny' : quantitative discrète, \n", "* 'Lines_Randy' : quantitative discrète,\n", "* 'Most_Active_Character' : qualitative nominale,\n", "* 'Randy_Is_Present' : qualitative binaire,\n", "* 'US_Viewers_Millions' : quantitative continue (discutable, mais on le traite comme continue),\n", "* 'Title' : textuelle (non aléatoire),\n", "* 'AirDate' : date (peut etre vue comme quantitative discrète si on compte les jours depuis une date de référence, or qualitative ordinale si on considère les mois ou années),\n", "* 'TMDB_Rating' : quantitative continue,\n", "* 'TMDB_Votes' : quantitative discrète,\n", "* 'Plot' : Textuelle (non aléatoire),\n", "* 'IMDb_Rating' : quantitative continue" ] }, { "cell_type": "code", "execution_count": 6, "id": "b4322c01", "metadata": {}, "outputs": [], "source": [ "# Domaine de Season : 1 -> infini\n", "# Domaine de IMDB Rating : entre 0 et 10 par définition\n", "# Domain de most active character : 'Cartman' 'Kenny' 'Kyle' 'Others' 'Randy' 'Stan' par construction\n" ] }, { "cell_type": "code", "execution_count": 7, "id": "c40611f6", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Modalités de Season : [ 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18]\n", "Modalités de IMDB Rating : [6.1 6.2 6.4 6.5 6.6 6.7 6.8 6.9 7. 7.1 7.2 7.3 7.4 7.5 7.6 7.7 7.8 7.9\n", " 8. 8.1 8.2 8.3 8.4 8.5 8.6 8.7 8.8 8.9 9. 9.1 9.2 9.4 9.5 9.6]\n", "Modalités de most active character : ['Cartman' 'Kenny' 'Kyle' 'Others' 'Randy' 'Stan']\n" ] } ], "source": [ "# Modalités\n", "print(f\"Modalités de Season : {np.unique(df['Season'])}\")\n", "print(f\"Modalités de IMDB Rating : {np.unique(df['IMDb_Rating'])}\")\n", "print(f\"Modalités de most active character : {np.unique(df['Most_Active_Character'])}\")" ] }, { "cell_type": "code", "execution_count": 8, "id": "f3261798", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "| Personnage | Effectif |\n", "|--------------|------------|\n", "| Cartman | 120 |\n", "| Kenny | 2 |\n", "| Kyle | 42 |\n", "| Others | 6 |\n", "| Randy | 19 |\n", "| Stan | 68 |\n" ] } ], "source": [ "from tabulate import tabulate\n", "\n", "# Effectifs\n", "# combien de fois chaque personnage a été le plus actif\n", "mod, eff = np.unique(df['Most_Active_Character'], return_counts=True)\n", "# Affichage du tableau mod/eff sans pandas\n", "table = list(zip(mod, eff))\n", "print(tabulate(table, headers=[\"Personnage\", \"Effectif\"], tablefmt=\"github\"))" ] }, { "cell_type": "code", "execution_count": 9, "id": "2eb3b6a8", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Personnage Fréquence\n", "------------ -----------\n", "Cartman 0.466926\n", "Kenny 0.0077821\n", "Kyle 0.163424\n", "Others 0.0233463\n", "Randy 0.07393\n", "Stan 0.264591\n" ] } ], "source": [ "# Fréquences\n", "# La même chose avec un ratio par rapport au nombre total d'épisodes\n", "total_episodes = len(df)\n", "frequencies = eff / total_episodes\n", "# Affichage du tableau mod/freq sans pandas\n", "table_freq = list(zip(mod, frequencies))\n", "print(tabulate(table_freq, headers=[\"Personnage\", \"Fréquence\"], tablefmt=\"colalign=left\"))" ] }, { "cell_type": "code", "execution_count": 10, "id": "7c93de2c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "| Bad Word Count | Effectif | Effectif Cumulé | Fréquence Cumulée |\n", "|------------------|------------|-------------------|---------------------|\n", "| 0 | 2 | 2 | 0.0077821 |\n", "| 1 | 2 | 4 | 0.0155642 |\n", "| 2 | 12 | 16 | 0.0622568 |\n", "| 3 | 19 | 35 | 0.136187 |\n", "| 4 | 14 | 49 | 0.190661 |\n", "| 5 | 24 | 73 | 0.284047 |\n", "| 6 | 26 | 99 | 0.385214 |\n", "| 7 | 21 | 120 | 0.466926 |\n", "| 8 | 18 | 138 | 0.536965 |\n", "| 9 | 15 | 153 | 0.595331 |\n", "| 10 | 11 | 164 | 0.638132 |\n", "| 11 | 10 | 174 | 0.677043 |\n", "| 12 | 12 | 186 | 0.723735 |\n", "| 13 | 11 | 197 | 0.766537 |\n", "| 14 | 7 | 204 | 0.793774 |\n", "| 15 | 5 | 209 | 0.81323 |\n", "| 16 | 8 | 217 | 0.844358 |\n", "| 17 | 8 | 225 | 0.875486 |\n", "| 18 | 4 | 229 | 0.891051 |\n", "| 19 | 4 | 233 | 0.906615 |\n", "| 20 | 5 | 238 | 0.92607 |\n", "| 21 | 1 | 239 | 0.929961 |\n", "| 22 | 1 | 240 | 0.933852 |\n", "| 23 | 2 | 242 | 0.941634 |\n", "| 25 | 1 | 243 | 0.945525 |\n", "| 28 | 2 | 245 | 0.953307 |\n", "| 31 | 2 | 247 | 0.961089 |\n", "| 32 | 2 | 249 | 0.968872 |\n", "| 39 | 1 | 250 | 0.972763 |\n", "| 42 | 1 | 251 | 0.976654 |\n", "| 43 | 1 | 252 | 0.980545 |\n", "| 44 | 1 | 253 | 0.984436 |\n", "| 49 | 1 | 254 | 0.988327 |\n", "| 57 | 1 | 255 | 0.992218 |\n", "| 60 | 1 | 256 | 0.996109 |\n", "| 167 | 1 | 257 | 1 |\n" ] } ], "source": [ "# Pour les effectifs et fréquences cumulées il faut des variables que l'on peut ordonner et compter\n", "# prenons Bad Word Count\n", "\n", "# Effectifs cumulés\n", "mod, eff = np.unique(df['Bad_Word_Count'], return_counts=True)\n", "# les modalités sont déjà ordonnées\n", "eff_cum = np.cumsum(eff)\n", "freq_cum = eff_cum / total_episodes\n", "# Affichage du tableau mod/eff_cum/freq_cum\n", "table_cum = list(zip(mod, eff, eff_cum, freq_cum))\n", "print(tabulate(table_cum, headers=[\"Bad Word Count\", \"Effectif\", \"Effectif Cumulé\", \"Fréquence Cumulée\"], tablefmt=\"github\"))\n" ] }, { "cell_type": "code", "execution_count": 11, "id": "d0e8f113", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Fonctions de répartition empiriques\n", "import matplotlib.pyplot as plt\n", "plt.step(range(len(eff_cum)), freq_cum, where='post', label='Fréquence cumulée')\n", "plt.xlabel(\"Bad Word Count\")\n", "plt.ylabel(\"Fréquence cumulée\")\n", "plt.title(\"Fonction de répartition empirique\")\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 12, "id": "3b353ca4", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "| IMDB Rating | Effectif | Effectif Cumulé | Fréquence Cumulée |\n", "|---------------|------------|-------------------|---------------------|\n", "| 6.1 | 1 | 1 | 0.00389105 |\n", "| 6.2 | 1 | 2 | 0.0077821 |\n", "| 6.4 | 2 | 4 | 0.0155642 |\n", "| 6.5 | 1 | 5 | 0.0194553 |\n", "| 6.6 | 1 | 6 | 0.0233463 |\n", "| 6.7 | 3 | 9 | 0.0350195 |\n", "| 6.8 | 3 | 12 | 0.0466926 |\n", "| 6.9 | 1 | 13 | 0.0505837 |\n", "| 7 | 1 | 14 | 0.0544747 |\n", "| 7.1 | 4 | 18 | 0.0700389 |\n", "| 7.2 | 3 | 21 | 0.0817121 |\n", "| 7.3 | 4 | 25 | 0.0972763 |\n", "| 7.4 | 7 | 32 | 0.124514 |\n", "| 7.5 | 13 | 45 | 0.175097 |\n", "| 7.6 | 12 | 57 | 0.22179 |\n", "| 7.7 | 13 | 70 | 0.272374 |\n", "| 7.8 | 11 | 81 | 0.315175 |\n", "| 7.9 | 12 | 93 | 0.361868 |\n", "| 8 | 26 | 119 | 0.463035 |\n", "| 8.1 | 27 | 146 | 0.568093 |\n", "| 8.2 | 14 | 160 | 0.622568 |\n", "| 8.3 | 16 | 176 | 0.684825 |\n", "| 8.4 | 13 | 189 | 0.735409 |\n", "| 8.5 | 9 | 198 | 0.770428 |\n", "| 8.6 | 14 | 212 | 0.824903 |\n", "| 8.7 | 9 | 221 | 0.859922 |\n", "| 8.8 | 12 | 233 | 0.906615 |\n", "| 8.9 | 6 | 239 | 0.929961 |\n", "| 9 | 7 | 246 | 0.957198 |\n", "| 9.1 | 4 | 250 | 0.972763 |\n", "| 9.2 | 4 | 254 | 0.988327 |\n", "| 9.4 | 1 | 255 | 0.992218 |\n", "| 9.5 | 1 | 256 | 0.996109 |\n", "| 9.6 | 1 | 257 | 1 |\n" ] } ], "source": [ "# La meme chose pour une variable quantitative continue : IMDB Rating\n", "# Effectifs cumulés\n", "mod, eff = np.unique(df['IMDb_Rating'], return_counts=True)\n", "# les modalités sont déjà ordonnées\n", "eff_cum = np.cumsum(eff)\n", "freq_cum = eff_cum / total_episodes\n", "# Affichage du tableau mod/eff_cum/freq_cum\n", "\n", "freq_corrigees = freq_cum.copy()\n", "freq_corrigees[0] = 0.0\n", "for i in range(1, len(freq_corrigees)):\n", " freq_corrigees[i] = freq_cum[i] - .5*(freq_cum[i] - freq_cum[i-1])\n", "freq_corrigees[-1] = 1.0\n", "\n", "table_cum = list(zip(mod, eff, eff_cum, freq_cum))\n", "print(tabulate(table_cum, headers=[\"IMDB Rating\", \"Effectif\", \"Effectif Cumulé\", \"Fréquence Cumulée\"], tablefmt=\"github\"))\n", "\n" ] }, { "cell_type": "code", "execution_count": 13, "id": "2825773e", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(10,6))\n", "plt.step(mod, freq_cum, where='post', label='Fréquence cumulée')\n", "plt.scatter(mod, freq_corrigees, color='red', label='Fréquence corrigée')\n", "plt.plot(mod, freq_corrigees, label='Fonction de répartition empirique')\n", "plt.xlabel(\"IMDB Rating\")\n", "plt.ylabel(\"Fréquence cumulée\")\n", "plt.title(\"Fonction de répartition empirique\")\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "ac021b4c", "metadata": {}, "source": [ "## Statistiques descriptives univariées" ] }, { "cell_type": "code", "execution_count": 14, "id": "6e88e53e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1: Season\n", "2: Episode\n", "3: Bad_Word_Count\n", "4: Lines_Cartman\n", "5: Lines_Stan\n", "6: Lines_Kyle\n", "7: Lines_Kenny\n", "8: Lines_Randy\n", "9: Randy_Is_Present\n", "10: US_Viewers_Millions\n", "11: TMDB_Rating\n", "12: TMDB_Votes\n", "13: IMDb_Rating\n", "Dimensions de la matrice des données : (257, 13)\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# On récupere les données numériques\n", "numeric_cols = ['Season', 'Episode', 'Bad_Word_Count', 'Lines_Cartman', 'Lines_Stan',\n", " 'Lines_Kyle', 'Lines_Kenny', 'Lines_Randy', \n", " 'Randy_Is_Present', 'US_Viewers_Millions', 'TMDB_Rating', 'TMDB_Votes', 'IMDb_Rating']\n", "\n", "for i, c in enumerate(numeric_cols):\n", " print(f\"{i+1}: {c}\")\n", " \n", "data_south_park = df[numeric_cols].values\n", "print(f\"Dimensions de la matrice des données : {data_south_park.shape}\")\n", "most_active_character = list(df[\"Most_Active_Character\"].values)\n", "plt.boxplot(data_south_park);" ] }, { "cell_type": "code", "execution_count": 15, "id": "af263ab5", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Nombre moyen de vues (en millions) : 2.89 ± 0.79\n" ] } ], "source": [ "# Moyenne et écart-type du nombre de vues\n", "mean_views = np.mean(data_south_park[:,9])\n", "std_views = np.std(data_south_park[:,9])\n", "print(f\"Nombre moyen de vues (en millions) : {mean_views:.2f} ± {std_views:.2f}\")" ] }, { "cell_type": "code", "execution_count": 16, "id": "3864695e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(array([ 5., 11., 30., 98., 68., 28., 4., 7., 5., 1.]),\n", " array([0.69 , 1.241, 1.792, 2.343, 2.894, 3.445, 3.996, 4.547, 5.098,\n", " 5.649, 6.2 ]),\n", " )" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Histogramme des audiences\n", "plt.hist(data_south_park[:,9])" ] }, { "cell_type": "code", "execution_count": 17, "id": "522b1922", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Character Cartman : 120 épisodes\n", "Character Kenny : 2 épisodes\n", "Character Kyle : 42 épisodes\n", "Character Others : 6 épisodes\n", "Character Randy : 19 épisodes\n", "Character Stan : 68 épisodes\n", "Le mode du personnage le plus actif est Cartman.\n" ] } ], "source": [ "# Mode sur le character le plus actif\n", "modalities,effectifs = np.unique(most_active_character, return_counts=True)\n", "for mod,eff in zip(modalities,effectifs):\n", " print(f\"Character {mod} : {eff} épisodes\")\n", "mode_most_active_character = modalities[np.argmax(effectifs)]\n", "\n", "print(f\"Le mode du personnage le plus actif est {mode_most_active_character}.\")" ] }, { "cell_type": "markdown", "id": "68ece04f", "metadata": {}, "source": [ "## Statistiques descriptives bivariées" ] }, { "cell_type": "markdown", "id": "8526e356", "metadata": {}, "source": [ "### Continue versus continue" ] }, { "cell_type": "code", "execution_count": 18, "id": "2790636b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Covariance entre les notes IMDB et TMDB : 0.2679\n", "Coefficient de corrélation entre les notes IMDB et TMDB : 0.8825\n" ] } ], "source": [ "imdb_ratings = data_south_park[:,12]\n", "tmdb_ratings = data_south_park[:,10]\n", "\n", "x_c = imdb_ratings - np.mean(imdb_ratings)\n", "y_c = tmdb_ratings - np.mean(tmdb_ratings)\n", "\n", "s2_x = np.mean(x_c**2)\n", "s2_y = np.mean(y_c**2)\n", "\n", "# covariance\n", "s_xy = np.mean(x_c * y_c)\n", "print(f\"Covariance entre les notes IMDB et TMDB : {s_xy:.4f}\")\n", "\n", "# Coefficient de corrélation\n", "r = s_xy / (np.sqrt(s2_x) *np.sqrt(s2_y))\n", "print(f\"Coefficient de corrélation entre les notes IMDB et TMDB : {r:.4f}\")" ] }, { "cell_type": "code", "execution_count": 19, "id": "0e3e1510", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# IMDb rating vs tmdb rating\n", "import matplotlib.pyplot as plt\n", "plt.scatter(tmdb_ratings, imdb_ratings)\n", "plt.xlabel(\"TMDB Rating\")\n", "plt.ylabel(\"IMDb Rating\")\n", "plt.title(\"IMDb Rating vs TMDB Rating\")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "06c7273f", "metadata": {}, "source": [ "### Couple de variables discrètes\n", "Calcul d'un tableau de contingence et distance du $\\chi^2$ " ] }, { "cell_type": "code", "execution_count": 20, "id": "398f933d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Nombre d'épisodes grossiers : 93\n", "Nombre d'épisodes non grossiers : 164\n", "Tableau de contingence :\n", "|----|---|----|---|----|----|\n", "| 77 | 1 | 21 | 4 | 15 | 46 |\n", "| 43 | 1 | 21 | 2 | 4 | 22 |\n", "Tableau de contingence détaillé :\n", "|----|---|----|---|----|----|\n", "| 77 | 1 | 21 | 4 | 15 | 46 |\n", "| 43 | 1 | 21 | 2 | 4 | 22 |\n", "Tableau de contingence simplifié :\n", "|----|----|----|----|\n", "| 77 | 20 | 21 | 46 |\n", "| 43 | 7 | 21 | 22 |\n" ] } ], "source": [ "# Création d'une pseudo-variable binaire : est-ce que l'épisode est grossier ? \n", "# on passe d'une variable quantitative (Bad Word Count) à une variable qualitative (is_grossier)\n", "is_grossier = (data_south_park[:,2] > 10).astype(int)\n", "print(f\"Nombre d'épisodes grossiers : {np.sum(is_grossier)}\")\n", "print(f\"Nombre d'épisodes non grossiers : {len(is_grossier) - np.sum(is_grossier)}\")\n", "\n", "# Calcul du tableau de contingence entre is_grossier et le personnage le plus actif\n", "modalities_grossier = np.unique(is_grossier)\n", "\n", "# on recode les modalités de most_active_character pour avoir des entiers numériques (et donc du numpy)\n", "modalities_character, character_indices = np.unique(most_active_character, return_inverse=True)\n", "\n", "#Tableau de contingence \n", "contingence = stats.contingency.crosstab(is_grossier, character_indices)\n", "print(\"Tableau de contingence :\")\n", "print(tabulate(contingence[1], tablefmt=\"github\"))\n", "\n", "# Version détaillée du calcul du tableau de contingence\n", "table_contingence = np.zeros((len(modalities_grossier), len(modalities_character)), dtype=int)\n", "for i in range(len(is_grossier)):\n", " grossier = is_grossier[i]\n", " char_index = character_indices[i]\n", " table_contingence[grossier, char_index] += 1\n", " \n", "print(\"Tableau de contingence détaillé :\")\n", "print(tabulate(table_contingence,tablefmt=\"github\"))\n", "\n", "# on peut merger Kenny, Randy et Others dans une catégorie \"Autres\" pour avoir un tableau de contingence mieux formé, avec des effectifs > 5\n", "most_active_character_simplifie = character_indices.copy()\n", "most_active_character_simplifie[(most_active_character_simplifie == 3) | (most_active_character_simplifie == 4)] = 1\n", "\n", "modalities_simplifie = np.array(['Cartman', 'Autres', 'Kyle','Stan'])\n", "contingence_simplifie = stats.contingency.crosstab(is_grossier, most_active_character_simplifie)\n", "print(\"Tableau de contingence simplifié :\")\n", "print(tabulate(contingence_simplifie[1], tablefmt=\"github\"))\n" ] }, { "cell_type": "markdown", "id": "ceadfd0b", "metadata": {}, "source": [ "### Cas Mixte : continue vs discrète\n", "Décomposition de la variance, ANOVA, rapport de corrélation " ] }, { "cell_type": "code", "execution_count": 21, "id": "010505c6", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Variance totale de IMDb Rating : 95.8156\n", "Variance intra-saison : 72.5955\n", "Variance inter-saison : 23.2201\n", "Somme de la variance intra-saison et de la variance inter-saison : 95.8156\n", " % de la variance expliquée par la saison : 24.23%\n" ] } ], "source": [ "# Season vs IMDb Rating\n", "\n", "variance_totale = np.sum((imdb_ratings - np.mean(imdb_ratings))**2)\n", "print(f\"Variance totale de IMDb Rating : {variance_totale:.4f}\")\n", "\n", "# Calcul de la variance intra-saison\n", "variances_saison = []\n", "moyennes_saison = []\n", "nb_episodes_saisons = [] \n", "for season in np.unique(data_south_park[:,0]):\n", " ratings_saison = imdb_ratings[data_south_park[:,0] == season]\n", " moyennes_saison.append(np.mean(ratings_saison))\n", " var_intra = np.sum((ratings_saison - np.mean(ratings_saison))**2)\n", " variances_saison.append(var_intra)\n", " nb_episodes_saisons.append(len(ratings_saison))\n", "variance_intra_saison = np.sum(variances_saison)\n", "\n", "print(f\"Variance intra-saison : {variance_intra_saison:.4f}\")\n", "\n", "# Calcul de la variance inter-saison\n", "moyenne_ratings = np.mean(imdb_ratings)\n", "variance_inter_saison = np.sum(nb_episodes_saisons*((np.array(moyennes_saison) - moyenne_ratings)**2))\n", "print(f\"Variance inter-saison : {variance_inter_saison:.4f}\")\n", "\n", "print(f\"Somme de la variance intra-saison et de la variance inter-saison : {variance_intra_saison + variance_inter_saison:.4f}\")\n", "print(f\" % de la variance expliquée par la saison : {variance_inter_saison / variance_totale * 100:.2f}%\")\n", "\n" ] }, { "cell_type": "code", "execution_count": 22, "id": "8fec055f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Rapport de corrélation de la saison sur la note IMDB : 0.2423\n" ] } ], "source": [ "# rapport de corrélation\n", "r2_season_imdb = variance_inter_saison / variance_totale\n", "print(f\"Rapport de corrélation de la saison sur la note IMDB : {r2_season_imdb:.4f}\")" ] }, { "cell_type": "code", "execution_count": 23, "id": "fa55a934", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "season = data_south_park[:,0]\n", "imdb_ratings = data_south_park[:,12]\n", "plt.scatter(season,imdb_ratings)\n" ] }, { "cell_type": "markdown", "id": "2c6933f5", "metadata": {}, "source": [ "## Statistiques descriptives Multivariées" ] }, { "cell_type": "code", "execution_count": 24, "id": "4916ccda", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Matrice de covariance\n", "n,p = data_south_park.shape\n", "data_centree = data_south_park - np.mean(data_south_park, axis=0)\n", "covariance_matrix = data_centree.T@data_centree\n", "plt.matshow(covariance_matrix)\n", "plt.title('Matrice de covariance')\n", "plt.colorbar()" ] }, { "cell_type": "code", "execution_count": 25, "id": "a2e0dd50", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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nT8fFixdvSWwWFQ5n1GqT1LZt25CcnIyUlBTk5+ejf//+iI2NRUlJiaNDq9cnn3yCxMREHDx4EFlZWaipqcGoUaNQUVHh6NCa7MiRI3jrrbdw1113OTqURl25cgVDhw6Fm5sbPvroI3z99df485//jPbt2zs6tHqtXLkS6enpWLt2LU6ePImVK1fitddew5o1axwdmo3arcfXrVun+Phrr72GN954AxkZGTh06BC8vLwQGxuL69ev3+JIbTUUd2VlJfLz87F48WLk5+fjgw8+QEFBASZMmHBLYjP/PLvPnsMpab7wkkYiIyNFYmKi9Wez2SxCQkJEamqqA6NqnpKSEgFAfPLJJ44OpUmuXbsmevToIbKyssTw4cPF3LlzHR1SgxYsWCCGDRvm6DCaZdy4cWLmzJk25x588EERFxfnoIgah5u2HrdYLCIoKMhmPcOrV68Kg8Eg3n33XQdEqOzmuJUcPnxYABDnzp3TLI7atfu++DpAFBYFtfj44uuAZq3d11q0yp5UdXU18vLybPa5cXFxQUxMjOZbGauprKwMAODn5+fgSJomMTER48aNazX7C+3atQuDBw/GpEmTEBAQgIEDB2LDhg2ODqtBQ4YMQXZ2Nk6dOgUA+Pe//40DBw5gzJgxDo6s6QoLC2E0Gm0+J76+voiKimpVv5/AT7+jOp2u3s1HSXutcnZfaWkpzGaz4lbGtZvSyc5isWDevHkYOnQo+vbt6+hwGvXee+8hPz8fR44ccXQoTfbdd98hPT0dycnJeP7553HkyBE888wzcHd3b9J2KI6wcOFCmEwm9OzZE3q9HmazGcuXL0dcXJyjQ2syo9EIAIq/n7WPtQbXr1/HggULMHXq1FuyYKu995Wc9Z5Uq0xSziAxMREnTpzAgQMHHB1Ko4qKijB37lxkZWXBw8PD0eE0mcViweDBg7FixQoAwMCBA3HixAlkZGRIm6T+/ve/Y+vWrcjMzESfPn1w/PhxzJs3DyEhIdLG7IxqamowefJkCCGQnp5+S9q0QAczWr6LtsWOa2XWKof7OnbsCL1er7iVcVBQkIOiarqkpCTs3r0b+/fvR+fOnR0dTqPy8vJQUlKCQYMGwdXVFa6urvjkk0/wxhtvwNXV1WaXWJkEBwejd+/eNud69eqF8+fPOyiixj377LNYuHAhpkyZgn79+uGxxx7D/PnzkZqa6ujQmqz2d7C1/n7WJqhz584hKyvLqba9aI1aZZJyd3dHRESEzVbGFosF2dnZmm9lbA8hBJKSkrBjxw7s27cP4eHhjg6pSe6//358+eWXOH78uPUYPHgw4uLicPz4cej1ekeHqGjo0KF1pvifOnUKXbt2dVBEjausrISLi+2vpV6vh8XSegZzwsPDERQUZPP7aTKZcOjQIal/P4FfEtTp06fx8ccfo0OHDresbYuw/3BGrXa4Lzk5GfHx8Rg8eDAiIyORlpaGiooKJCQkODq0eiUmJiIzMxP//Oc/4e3tbR2f9/X1haenp4Ojq5+3t3ed+2ZeXl7o0KGD1PfT5s+fjyFDhmDFihWYPHkyDh8+jPXr12P9+vWODq1e48ePx/Lly9GlSxf06dMHx44dw+rVqzFz5kxHh2ajsa3H582bh1deeQU9evRAeHg4Fi9ejJCQEEycONFxQaPhuIODg/Hwww8jPz8fu3fvhtlstv6O+vn5wd3dXdPYzHYO99lzrdQcPb3QHmvWrBFdunQR7u7uIjIyUhw8eNDRITUICls1A7glWzCrrTVMQRdCiP/5n/8Rffv2tW61vn79ekeH1CCTySTmzp0runTpIjw8PES3bt3ECy+8IKqqqhwdmo3Gth63WCxi8eLFIjAwUBgMBnH//feLgoICxwYtGo67sLCw3t/R/fv3axZT7RT0Q18Fia/Oh7T4OPRVkFNOQef28UREDlS7ffznXwWjrR3bx5dfs2BIn/9w+3giIlKfRehgEXbM7rPjWpm1yokTRER0e2BPiohIApw4oYxJiohIAma4wGzH4Jac31a0H4f7iIhIWuxJERFJQNg5cUJw4oScqqqqsHTpUlRVVTk6lGZpjXG3xpgBxn2rMe6Wqb0nZc/hjFr996Rqv2PQ2r4b0Brjbo0xA4z7VmPcLWv3oy/C4WXH96Qqrlkw5q7CVve6N6bV96SIiMh58Z4UEZEELNDBYke/weKk28dLl6QsFgsuXrwIb29v6HSNj7GaTCabf1uL1hh3a4wZYNy32u0QtxAC165dQ0hISJ1V61uK35NSJt09qe+//x6hoaGODoOIqFFFRUV27wlXe09q1xfd4eXd8m1vKq6ZMeGub53unpR0PSlvb28AwLn8MPi0Vf+W2binp6teZ62ybtot5d/+lHYzjtxyT2pWt95fm/14qsL9NakXAC7ca9Csbo8ftPtrN/h/tduaXbTR7jWxnDilWd3XJt+tSb3mmus4vuMV6/9XqtQpXGAWdnyZV67+hmqkS1K1Q3w+bV3gY8dMl/q4umq3/blew/1mXF21+8/NVeemWd16F23+czNr+T56aPcfst6g4fuo1y5uoWHdFi0/f27afU4ANOmWRFP9dE+K28ffjLP7iIhIWtL1pIiIbkcWO9fu4+w+IiLSDO9JKeNwHxERSYs9KSIiCVjgwi/zKtCsJ7Vu3TqEhYXBw8MDUVFROHz4sFZNERG1emahs/twRpokqW3btiE5ORkpKSnIz89H//79ERsbi5KSEi2aIyJq9Wo3PbTncEaaPKvVq1dj1qxZSEhIQO/evZGRkYE2bdpg06ZNWjRHREQt1NxRr7S0NNx5553w9PREaGgo5s+fj+vXr2sWn+pJqrq6Gnl5eYiJifmlERcXxMTEIDc3t075qqoqmEwmm4OI6HZjES52H83V3FGvzMxMLFy4ECkpKTh58iQ2btyIbdu24fnnn7f36ddL9SRVWloKs9mMwMBAm/OBgYEwGusu25KamgpfX1/rwXX7iOh2pNZw381/9De0iWNzR70+//xzDB06FNOmTUNYWBhGjRqFqVOnajrnwOGDmIsWLUJZWZn1KCoqcnRIREStVmhoqM0f/qmpqYrlmjvqBQBDhgxBXl6eNSl999132LNnD8aOHav+E/mZ6lPQO3bsCL1ej+LiYpvzxcXFCAoKqlPeYDDAYNBuXTAiotbAAtg1Q8/y879FRUU2q6DX9/9rQ6Ne33zzjeI106ZNQ2lpKYYNGwYhBG7cuIGnnnqqdQ33ubu7IyIiAtnZ2dZzFosF2dnZiI6OVrs5IiKnUPs9KXsOAPDx8bE51OwE5OTkYMWKFXjzzTeRn5+PDz74AB9++CGWLVumWhs30+TLvMnJyYiPj8fgwYMRGRmJtLQ0VFRUICEhQYvmiIiomZo76gUAixcvxmOPPYYnnngCANCvXz9UVFRg9uzZeOGFF1TbAPLXNElSjzzyCC5duoQlS5bAaDRiwIAB2Lt3b51uJRER/cT+tfuad+2vR70mTpwI4JdRr6SkJMVrKisr6yQivf6njRq12j9Xs2WRkpKS6n2iRERkyxH7STU26jV9+nR06tTJOvli/PjxWL16NQYOHIioqCicOXMGixcvxvjx463JSm1cu4+I6DbV2KjX+fPnbXpOL774InQ6HV588UVcuHAB/v7+GD9+PJYvX65ZjExSREQSuNXDfbUaGvXKycmx+dnV1RUpKSlISUlpUVstwSRFRCQBe9ff49p9REREt5i0PalxT0+Hq6uH6vXu3/zfqtdZa+jcJzWru6q9dm/Vf56N0Kxut2va1NvmkqXxQi3UVsNFT8xu2tV9cWywZnVX+WlWNTr8JkqzuiuCtfk73Fylfr0WoYPFni/zOulWHdImKSKi24nFzuE+ezZMlBmTFBGRBFq6kvmvr3dGzvmsiIjIKbAnRUQkATN0MNvxZV57rpUZkxQRkQQ43KfMOZ8VERE5BfakiIgkYIZ9Q3Zm9UKRCpMUEZEEONynzDmfFREROQX2pIiIJOCoBWZlxyRFRCQBYed+UsJJp6A7Z+olIiKnwJ4UEZEEONynjEmKiEgCXAVdmXOmXiIicgrsSRERSYA78ypjkiIikgCH+5QxSRERScACF7s2LnTWTQ+d81kREZFTYE+KiEgCZqGD2Y4hO3uulRmTFBGRBHhPShmH+4iISFrS9qTKurlD7+6uer1D5z6pep21Pnv9Lc3qHrj8ac3q9rwkNKu7pq02f91Ve2v3V6PuhmZVw6L+R9rKrUK799G1SLOqYeqi16xut3JtXhOXavXrFXZu1SG44gQREWnFDJ2dmx5yuI+IiOiWYk+KiEgCFmHf5AeLdqO9DsUkRUQkAW4fr8w5nxURETkF9qSIiCRgsXNnXnuulRmTFBGRBLjihDLVh/tSU1Nx9913w9vbGwEBAZg4cSIKCgrUboaIiG4DqiepTz75BImJiTh48CCysrJQU1ODUaNGoaKiQu2miIicRu3ECXsOZ6T6cN/evXttfn777bcREBCAvLw83HvvvXXKV1VVoaqqyvqzyWRSOyQiIulZYOfafU56T0rz1FtWVgYA8PPzU3w8NTUVvr6+1iM0NFTrkIiIpCN+njjR0kMwSTWfxWLBvHnzMHToUPTt21exzKJFi1BWVmY9ioo0XCSMiIhaFU1n9yUmJuLEiRM4cOBAvWUMBgMMBoOWYRARSY9bdSjTrCeVlJSE3bt3Y//+/ejcubNWzRAROQVHTZxYt24dwsLC4OHhgaioKBw+fLjB8levXkViYiKCg4NhMBjwm9/8Bnv27GlR202hek9KCIHf//732LFjB3JychAeHq52E0REpIJt27YhOTkZGRkZiIqKQlpaGmJjY1FQUICAgIA65aurq/Ff//VfCAgIwPbt29GpUyecO3cO7dq10yxG1ZNUYmIiMjMz8c9//hPe3t4wGo0AAF9fX3h6eqrdHBGRU1BruO/mGdIN3VJZvXo1Zs2ahYSEBABARkYGPvzwQ2zatAkLFy6sU37Tpk24fPkyPv/8c7i5uQEAwsLCWhxzU6g+3Jeeno6ysjKMGDECwcHB1mPbtm1qN0VE5DTsmdn36yWVQkNDbWZMp6amKrZXXV2NvLw8xMTEWM+5uLggJiYGubm5itfs2rUL0dHRSExMRGBgIPr27YsVK1bAbDar/4L8TJPhPiIicoyioiL4+PhYf66vF1VaWgqz2YzAwECb84GBgfjmm28Ur/nuu++wb98+xMXFYc+ePThz5gyefvpp1NTUICUlRb0n8Stcu4+ISAJqDff5+PjYJCk1WSwWBAQEYP369dDr9YiIiMCFCxfwpz/9iUmKiMiZ3eop6B07doRer0dxcbHN+eLiYgQFBSleExwcDDc3N+j1euu5Xr16wWg0orq6Gu7u7s0PvBHOudgTERE1yN3dHREREcjOzraes1gsyM7ORnR0tOI1Q4cOxZkzZ2CxWKznTp06heDgYE0SFMAkRUQkhdqelD1HcyUnJ2PDhg3YsmULTp48iTlz5qCiosI622/69OlYtGiRtfycOXNw+fJlzJ07F6dOncKHH36IFStWIDExUbXX4WbSDve1P1UFV1f1v0Fd1V67pzxw+dOa1X3shTc1q3vQsjma1V0ers2sH8+L+sYLtVCXD69oVrdw1e7vwtJB2tyHAIDLd2k3IcqlRsPJVhqtwmC5rkGdDlhx4pFHHsGlS5ewZMkSGI1GDBgwAHv37rVOpjh//jxcXH75zIaGhuJf//oX5s+fj7vuugudOnXC3LlzsWDBghbH3RhpkxQREWkvKSkJSUlJio/l5OTUORcdHY2DBw9qHNUvmKSIiCQgYN92G8765R8mKSIiCXCBWWVMUkREEmCSUsbZfUREJC32pIiIJMCelDImKSIiCTBJKeNwHxERSYs9KSIiCQihg7CjN2TPtTJjkiIiksCv94Rq6fXOiMN9REQkLfakiIgkwIkTypikiIgkwHtSyjjcR0RE0mJPiohIAhzuU8YkRUQkAQ73KeNwHxERSYs9KSIiCQg7h/uctSfFJEVEJAEBQNixcyE3PSQiIs1YoIOOK07UwXtSREQkLfakiIgkwNl9yqRNUm65J+Gqc1O93v88G6F6nbU8L2k3Kjxo2RzN6s5fnK5Z3XfsT9CkXsslT03qBYDvY9trVndVe+0+I14XtPtPyr1Ms6pxw0u718S7UJvXxFytfr0WoYOO35Oqg8N9REQkLWl7UkREtxMh7Jzd56TT+5ikiIgkwHtSyjjcR0RE0mJPiohIAuxJKWOSIiKSAGf3KeNwHxERSUvzJPXqq69Cp9Nh3rx5WjdFRNRq1c7us+dwRpoO9x05cgRvvfUW7rrrLi2bISJq9X5KNPbck1IxGIlo1pMqLy9HXFwcNmzYgPbt6/8Gf1VVFUwmk81BREQEaJikEhMTMW7cOMTExDRYLjU1Fb6+vtYjNDRUq5CIiKRVO7vPnsMZaZKk3nvvPeTn5yM1NbXRsosWLUJZWZn1KCoq0iIkIiKpCRUOZ6T6PamioiLMnTsXWVlZ8PDwaLS8wWCAwWBQOwwiolaF35NSpnqSysvLQ0lJCQYNGmQ9Zzab8emnn2Lt2rWoqqqCXq9Xu1kiInJCqiep+++/H19++aXNuYSEBPTs2RMLFixggiIiUmLvmJ2TjvepnqS8vb3Rt29fm3NeXl7o0KFDnfNERPQzeyc/OOlwH1ecICIiad2SJJWTk4O0tLRb0RQRUavkqBUn1q1bh7CwMHh4eCAqKgqHDx9u0nXvvfcedDodJk6c2LKGm4g9KSIiCTjie1Lbtm1DcnIyUlJSkJ+fj/79+yM2NhYlJSUNXnf27Fn88Y9/xD333NPSp9tkTFJERLep1atXY9asWUhISEDv3r2RkZGBNm3aYNOmTfVeYzabERcXh5deegndunXTPEYmKSIiGQid/QdQZ5m5qqoqxeaqq6uRl5dnsyqQi4sLYmJikJubW2+YL7/8MgICAvD444+r+/zrwSRFRCQBte5JhYaG2iw1V9/KP6WlpTCbzQgMDLQ5HxgYCKPRqHjNgQMHsHHjRmzYsEHV594QaTc91Pt3gN5F/ZUo3K6pXqVVTVvtpoCWh5s1q/uO/Qma1X1m5GZN6u116mlN6gWA4AMVmtV9uXcbzequaqdZ1TBc0e6zXeOt3Rd83Mq1qdulWt4vJRUVFcHHx8f6s1or+ly7dg2PPfYYNmzYgI4dO6pSZ1NIm6SIiG4rKn2Z18fHxyZJ1adjx47Q6/UoLi62OV9cXIygoKA65b/99lucPXsW48ePt56zWCwAAFdXVxQUFKB79+52PAFlHO4jIpLArZ7d5+7ujoiICGRnZ1vPWSwWZGdnIzo6uk75nj174ssvv8Tx48etx4QJEzBy5EgcP35csx0s2JMiIpLFLR5FTE5ORnx8PAYPHozIyEikpaWhoqICCQk/3QKYPn06OnXqhNTUVHh4eNRZNahdu3YAoOlqQkxSRES3qUceeQSXLl3CkiVLYDQaMWDAAOzdu9c6meL8+fNwcXHsgBuTFBGRBBy1VUdSUhKSkpIUH8vJyWnw2rfffrtFbTYHkxQRkQy4CroiTpwgIiJpsSdFRCQF3c+HPdc7HyYpIiIZcLhPEYf7iIhIWuxJERHJgD0pRUxSREQy+NVK5i2+3glxuI+IiKTFnhQRkQTs2QK+9npnxCRFRCQD3pNSxOE+IiKSFntSREQy4MQJRUxSREQS0ImfDnuud0ZMUkREMuA9KUW8J0VERNJiT4qISAa8J6VI2iRVFe4Ps6uH6vW2uWRRvc5a1d7afUg8L+o1q9tyyVOzunudelqTek8++aYm9QLAiMOzNKvbrVK7MZlqH+0+fy7VmlUN70LtBnRczNr8vguzBu8jh/sUcbiPiIikJW1PiojotsKelCImKSIiGTBJKeJwHxERSYs9KSIiGXB2nyImKSIiCXDFCWUc7iMiImlpkqQuXLiARx99FB06dICnpyf69euHo0ePatEUEZFzECocTkj14b4rV65g6NChGDlyJD766CP4+/vj9OnTaN++vdpNERGRk1M9Sa1cuRKhoaHYvHmz9Vx4eLjazRAR0W1A9eG+Xbt2YfDgwZg0aRICAgIwcOBAbNiwod7yVVVVMJlMNgcR0e1Gh18mT7TocPQT0IjqSeq7775Deno6evTogX/961+YM2cOnnnmGWzZskWxfGpqKnx9fa1HaGio2iEREcmvdgq6PYcTUj1JWSwWDBo0CCtWrMDAgQMxe/ZszJo1CxkZGYrlFy1ahLKyMutRVFSkdkhERPLjxAlFqiep4OBg9O7d2+Zcr169cP78ecXyBoMBPj4+NgcRERGgwcSJoUOHoqCgwObcqVOn0LVrV7WbIiJyHly7T5HqPan58+fj4MGDWLFiBc6cOYPMzEysX78eiYmJajdFROQ07Jo0YedqFTJTPUndfffd2LFjB95991307dsXy5YtQ1paGuLi4tRuioiInJwma/c98MADeOCBB7SomojIOXG4TxEXmCUikgGTlCIuMEtERNJiT4qISALcqkMZkxQRkQy46aEiaZPUhXsN0HsYVK+3rYYLWuhuaFd3lw+vaFb397HarVAffKBCk3pHHJ6lSb0AkLOx/rUm7fXAqTGa1e2Wpt2SYuVBes3q9j2r3S/O5Z5umtRrrnKeOyXr1q3Dn/70JxiNRvTv3x9r1qxBZGSkYtkNGzbgnXfewYkTJwAAERERWLFiRb3l1eA8rzQRUWvmgGWRtm3bhuTkZKSkpCA/Px/9+/dHbGwsSkpKFMvn5ORg6tSp2L9/P3JzcxEaGopRo0bhwoULzW+8iZikiIgk4Igv865evRqzZs1CQkICevfujYyMDLRp0wabNm1SLL9161Y8/fTTGDBgAHr27In//u//hsViQXZ2tp3Pvn5MUkRETuTmrY+qqqoUy1VXVyMvLw8xMTHWcy4uLoiJiUFubm6T2qqsrERNTQ38/PxUiV0JkxQRkQxUGu4LDQ212f4oNTVVsbnS0lKYzWYEBgbanA8MDITRaGxSyAsWLEBISIhNolObtBMniIhuK/auv/fztUVFRTa7SRgM6k9AA4BXX30V7733HnJycuDh4aFJGwCTFBGRHFRacaKpWx517NgRer0excXFNueLi4sRFBTU4LWrVq3Cq6++io8//hh33XVXi0NuCg73ERHdhtzd3REREWEz6aF2EkR0dHS917322mtYtmwZ9u7di8GDB2seJ3tSREQycMDafcnJyYiPj8fgwYMRGRmJtLQ0VFRUICEhAQAwffp0dOrUyXpfa+XKlViyZAkyMzMRFhZmvXfVtm1btG3b1o7g68ckRUQkAUcsi/TII4/g0qVLWLJkCYxGIwYMGIC9e/daJ1OcP38eLi6/DLilp6ejuroaDz/8sE09KSkpWLp0acuDbwCTFBHRbSwpKQlJSUmKj+Xk5Nj8fPbsWe0DugnvSRERkbTYkyIikgH3k1LEnhQREUmLPSkiIglwPyllTFJERLJw0kRjDw73ERGRtNiTIiKSASdOKGKSIiKSAO9JKeNwHxERSYs9KSIiGXC4TxGTFBGRBDjcp4xJiohIBuxJKZI2SXn8oIPeoFO9XrOb6lVaWdy1q1u4anf7sKq9dp/uy73baFKvW6V2MT9waoxmde/+zUea1T1M/6RmdZs1+F2sVeOl16xu3Y3WVS/VJW2SIiK6rbAnpYhJiohIArwnpYxT0ImISFrsSRERyYDDfYqYpIiIZMAkpYjDfUREJC32pIiIJMCJE8pU70mZzWYsXrwY4eHh8PT0RPfu3bFs2TII4aSvIBGRGoQKhxNSvSe1cuVKpKenY8uWLejTpw+OHj2KhIQE+Pr64plnnlG7OSIicmKqJ6nPP/8cv/3tbzFu3DgAQFhYGN59910cPnxY7aaIiJwGh/uUqT7cN2TIEGRnZ+PUqVMAgH//+984cOAAxoxRXmqmqqoKJpPJ5iAiuu1wuE+R6j2phQsXwmQyoWfPntDr9TCbzVi+fDni4uIUy6empuKll15SOwwiotaFU9AVqd6T+vvf/46tW7ciMzMT+fn52LJlC1atWoUtW7Yoll+0aBHKysqsR1FRkdohERFRK6V6T+rZZ5/FwoULMWXKFABAv379cO7cOaSmpiI+Pr5OeYPBAIPBoHYYREStiu7nw57rnZHqSaqyshIuLrYdNL1eD4vFonZTRETOg8N9ilRPUuPHj8fy5cvRpUsX9OnTB8eOHcPq1asxc+ZMtZsiIiInp3qSWrNmDRYvXoynn34aJSUlCAkJwZNPPoklS5ao3RQRkdPgFHRlqicpb29vpKWlIS0tTe2qiYicF4f7FHGBWSIikhYXmCUikoWT9obswSRFRCQB3pNSxuE+IiKSlrQ9qeD/NcJVr/6XfC+ODVa9zlpuFdr9KVM6yEezur0uaPc1wKp22tRb7aNdzG5poZrVPUz/pGZ1H1jzlmZ1D3j1ac3qLg/R7m9l1x+1+Z3UVWtQLydOKJI2SRER3U443KeMw31ERCQt9qSIiGTA4T5F7EkREUmgdrjPnqMl1q1bh7CwMHh4eCAqKqrRDWr/8Y9/oGfPnvDw8EC/fv2wZ8+eljXcRExSREQycMCmh9u2bUNycjJSUlKQn5+P/v37IzY2FiUlJYrlP//8c0ydOhWPP/44jh07hokTJ2LixIk4ceJE8xtvIiYpIqLb1OrVqzFr1iwkJCSgd+/eyMjIQJs2bbBp0ybF8q+//jpGjx6NZ599Fr169cKyZcswaNAgrF27VrMYmaSIiGSgUk/KZDLZHFVVVYrNVVdXIy8vDzExMdZzLi4uiImJQW5uruI1ubm5NuUBIDY2tt7yamCSIiKSgFr3pEJDQ+Hr62s9UlNTFdsrLS2F2WxGYGCgzfnAwEAYjUbFa4xGY7PKq4Gz+4iInEhRURF8fH758n9r3/mcSYqISAYqTUH38fGxSVL16dixI/R6PYqLi23OFxcXIygoSPGaoKCgZpVXA4f7iIgkoBPC7qM53N3dERERgezsbOs5i8WC7OxsREdHK14THR1tUx4AsrKy6i2vBvakiIhuU8nJyYiPj8fgwYMRGRmJtLQ0VFRUICEhAQAwffp0dOrUyXpfa+7cuRg+fDj+/Oc/Y9y4cXjvvfdw9OhRrF+/XrMYmaSIiGTggBUnHnnkEVy6dAlLliyB0WjEgAEDsHfvXuvkiPPnz8PF5ZcBtyFDhiAzMxMvvvginn/+efTo0QM7d+5E37597Qi8YUxSREQScNQCs0lJSUhKSlJ8LCcnp865SZMmYdKkSS1rrAV4T4qIiKTFnhQRkQy4wKwiJikiIglwPyllHO4jIiJpsSdFRCQDDvcpYpIiIpIAh/uUMUkREcmAPSlFvCdFRETSkrYnJdoYIPTqr95b5ad6lVauRdrVffku7f5Mci/TrGoYrug0qdelWpNqAQDlQXrN6jYbtHk9AGDAq09rVvfxhW9qVvedm+ZoVndm3Oua1Ft+zYL7lPcFtIuzDtnZQ9okRUR0WxHip8Oe650Qh/uIiEha7EkREUmAs/uUMUkREcmAs/sUcbiPiIikxZ4UEZEEdJafDnuud0ZMUkREMuBwn6JmD/d9+umnGD9+PEJCQqDT6bBz506bx4UQWLJkCYKDg+Hp6YmYmBicPn1arXiJiOg20uwkVVFRgf79+2PdunWKj7/22mt44403kJGRgUOHDsHLywuxsbG4fv263cESETmr2tl99hzOqNnDfWPGjMGYMWMUHxNCIC0tDS+++CJ++9vfAgDeeecdBAYGYufOnZgyZYp90RIROSt+mVeRqrP7CgsLYTQaERMTYz3n6+uLqKgo5ObmKl5TVVUFk8lkcxAREQEqJymj0QgACAwMtDkfGBhofexmqamp8PX1tR6hoaFqhkRE1CpwuE+Zw78ntWjRIpSVlVmPoiINV2klIpKVUOFwQqpOQQ8KCgIAFBcXIzg42Hq+uLgYAwYMULzGYDDAYFB/tXMiotaEyyIpU7UnFR4ejqCgIGRnZ1vPmUwmHDp0CNHR0Wo2RUREt4Fm96TKy8tx5swZ68+FhYU4fvw4/Pz80KVLF8ybNw+vvPIKevTogfDwcCxevBghISGYOHGimnETETkXzu5T1OwkdfToUYwcOdL6c3JyMgAgPj4eb7/9Np577jlUVFRg9uzZuHr1KoYNG4a9e/fCw8NDvaiJiJwMh/uUNTtJjRgxAqKBjK3T6fDyyy/j5ZdftiswIiIirt1HRCQDrt2niEmKiEgCHO5T5vDvSREREdWHPSkiIhlYxE+HPdc7IWmTlOXEKVh0bqrX2+E3UarXWcvURa9Z3S412n0Ab3hpV3eNtzZ1exdqNwjge/aGZnXXeGn3GSkP0e41uXPTHM3qLpiZrlndfV+fp0m95qrrAJ5Xt1Lek1LE4T4iIpKWtD0pIqLbiQ52TpxQLRK5MEkREcmAK04o4nAfERFJiz0pIiIJ8HtSypikiIhkwNl9ipikiIgkoBMCOjvuK9lzrcx4T4qIiKTFJEVEJAOLCodGLl++jLi4OPj4+KBdu3Z4/PHHUV5e3mD53//+97jzzjvh6emJLl264JlnnkFZWVmz2+ZwHxGRBGQe7ouLi8N//vMfZGVloaamBgkJCZg9ezYyMzMVy1+8eBEXL17EqlWr0Lt3b5w7dw5PPfUULl68iO3btzerbSYpIiInYjKZbH42GAwwGAwtru/kyZPYu3cvjhw5gsGDBwMA1qxZg7Fjx2LVqlUICQmpc03fvn3x/vvvW3/u3r07li9fjkcffRQ3btyAq2vTUw+H+4iIZCBUOACEhobC19fXeqSmptoVVm5uLtq1a2dNUAAQExMDFxcXHDp0qMn1lJWVwcfHp1kJCmBPiohIDiqtOFFUVAQfHx/raXt6UQBgNBoREBBgc87V1RV+fn4wGo1NqqO0tBTLli3D7Nmzm90+e1JERE7Ex8fH5qgvSS1cuBA6na7B45tvvrE7HpPJhHHjxqF3795YunRps69nT4qISAK3esWJP/zhD5gxY0aDZbp164agoCCUlJTYnL9x4wYuX76MoKCgBq+/du0aRo8eDW9vb+zYsQNubs3ffolJiohIBrd4gVl/f3/4+/s3Wi46OhpXr15FXl4eIiIiAAD79u2DxWJBVFT9+/OZTCbExsbCYDBg165d8PDwaFZ8tTjcR0RE9erVqxdGjx6NWbNm4fDhw/jss8+QlJSEKVOmWGf2XbhwAT179sThw4cB/JSgRo0ahYqKCmzcuBEmkwlGoxFGoxFms7lZ7bMnRUQkAZ3lp8Oe67WydetWJCUl4f7774eLiwseeughvPHGG9bHa2pqUFBQgMrKSgBAfn6+debfHXfcYVNXYWEhwsLCmtw2kxQRkQwk3k/Kz8+v3i/uAkBYWBjEr9ofMWKEzc/24HAfERFJiz0pIiIZcKsORUxSREQSkHntPkeSNkldm3w39G4tm7LYkIpg7UY43co1/JAInWZVexdqV7dWr4mLWbu7xJd7Nv+7HE2lu6FZ1XD9UbvPX2bc65rV3ff1eZrVfWLum5rUa7pmQfu/qFypxPekHIn3pIiISFrS9qSIiG4rAvbtCeWcHSkmKSIiGfCelDIO9xERkbTYkyIikoGAnRMnVItEKkxSREQy4Ow+RRzuIyIiaTU7SX366acYP348QkJCoNPpsHPnTutjNTU1WLBgAfr16wcvLy+EhIRg+vTpuHjxopoxExE5H4sKhxNqdpKqqKhA//79sW7dujqPVVZWIj8/H4sXL0Z+fj4++OADFBQUYMKECaoES0TkrGpn99lzOKNm35MaM2YMxowZo/iYr68vsrKybM6tXbsWkZGROH/+PLp06VLnmqqqKlRVVVl/NplMzQ2JiIiclOb3pMrKyqDT6dCuXTvFx1NTU+Hr62s9QkNDtQ6JiEg+tRMn7DmckKZJ6vr161iwYAGmTp0KHx8fxTKLFi1CWVmZ9SgqKtIyJCIiOTFJKdJsCnpNTQ0mT54MIQTS09PrLWcwGGAwGLQKg4iIWjFNklRtgjp37hz27dtXby+KiIh+xu9JKVI9SdUmqNOnT2P//v3o0KGD2k0QETkfCwB7ds1x0inozU5S5eXlOHPmjPXnwsJCHD9+HH5+fggODsbDDz+M/Px87N69G2azGUajEQDg5+cHd3d39SInInIiXGBWWbOT1NGjRzFy5Ejrz8nJyQCA+Ph4LF26FLt27QIADBgwwOa6/fv3Y8SIES2PlIiIbjvNTlIjRoyAaCBjN/QYERHVg/ekFHGBWSIiGVgEoLMj0VicM0lxgVkiIpIWe1JERDLgcJ8i6ZJU7T0tc811Teo3V2nXeXSp1u5DYtHm5QAAmKvtmffaMK1eE2HW7rXW8jOiu6FZ1dBp+Pkrv6bd/GZzlXYfbpNGcZvKf6pX3Xvw9q4awSR1S1y7dg0AcHzHKw6OhIhq3bdJy9qf16zm9n/RrGoAP/1/5evrq20jtznpklRISAiKiorg7e0Nna7xv/BNJhNCQ0NRVFTUqla2aI1xt8aYAcZ9q90OcQshcO3aNYSEhKgXAIf7FEmXpFxcXNC5c+dmX+fj49OqfiFqtca4W2PMAOO+1Zw9btV7UBYBu4bsOLuPiIjo1pKuJ0VEdFsSlp8Oe653Qq0+SRkMBqSkpLS67T5aY9ytMWaAcd9qjLuFeE9KkU5wHSMiIocxmUzw9fVFTKen4OrS8gR5w1KFjy9koKysrFXeC6wP70kREZG0Wv1wHxGRU+BwnyImKSIiGQjYmaRUi0QqHO4jIiJpsSdFRCQDDvcpYpIiIpKBxQLAju86WZzze1Ic7iMiogZdvnwZcXFx8PHxQbt27fD444+jvLy8SdcKITBmzBjodDrs3Lmz2W0zSRERyaB2uM+eQyNxcXH46quvkJWVhd27d+PTTz/F7Nmzm3RtWlpakxYLrw+H+4iIZKDSPSmTyWRz2mAw2LWKxsmTJ7F3714cOXIEgwcPBgCsWbMGY8eOxapVqxpcCf748eP485//jKNHjyI4OLhF7bMnRUTkREJDQ+Hr62s9UlNT7aovNzcX7dq1syYoAIiJiYGLiwsOHTpU73WVlZWYNm0a1q1bh6CgoBa3z54UEZEMVNqq4+b9sOxdi9BoNCIgIMDmnKurK/z8/GA0Guu9bv78+RgyZAh++9vf2tU+kxQRkQSEsEDYsZJ57bVN3Q9r4cKFWLlyZYNlTp482aJYdu3ahX379uHYsWMtuv7XmKSIiG5Df/jDHzBjxowGy3Tr1g1BQUEoKSmxOX/jxg1cvny53mG8ffv24dtvv0W7du1szj/00EO45557kJOT0+Q4maSIiGQghH276zZz0oW/vz/8/f0bLRcdHY2rV68iLy8PERERAH5KQhaLBVFRUYrXLFy4EE888YTNuX79+uEvf/kLxo8f36w4maSIiGQg7LwnpdEU9F69emH06NGYNWsWMjIyUFNTg6SkJEyZMsU6s+/ChQu4//778c477yAyMhJBQUGKvawuXbogPDy8We1zdh8RkQwsFvsPjWzduhU9e/bE/fffj7Fjx2LYsGFYv3699fGamhoUFBSgsrJS9bbZkyIiogb5+fkhMzOz3sfDwsLQ2P65Ld1fl0mKiEgGkg73ORqTFBGRBITFAqGzfwq6s+E9KSIikhZ7UkREMuBwnyImKSIiGVgEoGOSuhmH+4iISFrsSRERyUAI2LUzr5P2pJikiIgkICwCwo7hvpZ+D0l2HO4jIiJpsSdFRCQDYYF9w33O+T0pJikiIglwuE8Zh/uIiEha7EkREUnghqiya8juBmpUjEYeTFJERA7k7u6OoKAgHDDusbuuoKAguLu7qxCVPHTCWQcyiYhaievXr6O6utruetzd3eHh4aFCRPJgkiIiImlx4gQREUmLSYqIiKTFJEVERNJikiIiImkxSRERkbSYpIiISFpMUkREJK3/D6wAC36tp8hjAAAAAElFTkSuQmCC", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Matrice de corrélation\n", "\n", "data_centree_reduite = data_centree/np.std(data_centree, axis=0)\n", "correlation_matrix = (1/n) * data_centree_reduite.T@data_centree_reduite\n", "plt.matshow(correlation_matrix)\n", "plt.title('Matrice de correlation')\n", "plt.colorbar()\n", "\n", "# ici, on voit que la matrice est bonne car elle est symétrique, avec des valeurs de 1 sur la diagonale, et des valeurs entre -1 et 1 hors diagonale. \n", "# on percoit la corrélation entre les notes TMDB et IMDB, \n", "# ainsi que la corrélation entre les lignes de Cartman et les autres personnages\n" ] }, { "cell_type": "code", "execution_count": 26, "id": "a004be68", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1: Season\n", "2: Episode\n", "3: Bad_Word_Count\n", "4: Lines_Cartman\n", "5: Lines_Stan\n", "6: Lines_Kyle\n", "7: Lines_Kenny\n", "8: Lines_Randy\n", "9: Randy_Is_Present\n", "10: US_Viewers_Millions\n", "11: TMDB_Rating\n", "12: TMDB_Votes\n", "13: IMDb_Rating\n" ] } ], "source": [ "# Pour rappel\n", "for i, c in enumerate(numeric_cols):\n", " print(f\"{i+1}: {c}\")" ] }, { "cell_type": "markdown", "id": "3e49f488", "metadata": {}, "source": [] }, { "cell_type": "code", "execution_count": null, "id": "2361093a", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "1fe001f5", "metadata": {}, "source": [ "## Analyse en Composantes Principales (ACP)" ] }, { "cell_type": "code", "execution_count": 27, "id": "4618154f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Valeurs propres : [0.08382305 0.33604255 0.38466146 0.49951763 0.57355444 0.7275879\n", " 0.93430028 0.94794776 0.99109021 1.22904438 1.64562118 1.94803108\n", " 2.69877807]\n", "Vecteurs propres : [[-0.18112399 -0.55848548 -0.49632324 0.06497705 -0.06334725 -0.17461748\n", " -0.17996149 0.08209878 0.14698845 -0.19168978 -0.24953922 -0.05935162\n", " -0.45492394]\n", " [ 0.03333208 -0.10701091 -0.12118435 0.06584778 0.41582408 0.21862668\n", " -0.51013342 -0.17794622 0.25649097 0.58667662 0.09597642 -0.16753895\n", " 0.09246596]\n", " [-0.0020032 0.08363452 0.04765845 -0.12798095 0.00562252 0.22607381\n", " -0.6782744 -0.140358 -0.43206994 -0.50382829 0.04375598 0.00155967\n", " 0.03176316]\n", " [ 0.00936893 -0.11415256 0.16783514 -0.34515636 0.58160375 -0.39812196\n", " -0.01116989 0.01721447 0.22041828 -0.27264023 -0.31065987 0.13971875\n", " 0.32163169]\n", " [ 0.02215653 -0.35702182 -0.08144942 -0.59719698 -0.36663357 0.01970208\n", " -0.0033359 0.00091098 0.2011746 -0.01922285 0.46336235 -0.13845502\n", " 0.31500915]\n", " [-0.00901463 0.2550291 -0.28712335 0.44440234 -0.20268486 -0.48562353\n", " -0.24405176 -0.09202139 0.27147631 -0.1512857 0.26007458 0.15029079\n", " 0.35098749]\n", " [ 0.02600618 -0.01053451 -0.1313112 0.12417627 0.14699618 0.30901867\n", " -0.06927235 0.86959505 0.06975414 -0.09190384 0.11956436 0.16549816\n", " 0.18291654]\n", " [-0.03448395 0.45006103 -0.44957935 -0.23395217 0.34483695 -0.11313366\n", " 0.17616721 0.05913385 -0.08196395 -0.12945144 0.26694736 -0.48829166\n", " -0.19997968]\n", " [ 0.0295086 -0.34509396 0.49628028 0.37891084 0.17762406 -0.19158148\n", " 0.01479347 0.09310746 -0.02768736 -0.18662778 0.39003378 -0.46414925\n", " -0.09936218]\n", " [-0.03485714 -0.22037574 -0.16074929 -0.02870208 0.06842844 -0.41593664\n", " -0.00784824 0.14256234 -0.72667767 0.38244779 0.07969654 0.11042195\n", " 0.18058994]\n", " [-0.7116798 0.07460478 0.06221797 0.0555994 -0.16878563 0.05792571\n", " -0.02155087 0.08776478 -0.02198328 0.04757026 -0.33263213 -0.43687275\n", " 0.36976265]\n", " [-0.030807 -0.29491373 -0.32817154 0.27859913 0.25684636 0.39296372\n", " 0.38799205 -0.36149075 -0.13937561 -0.24254094 0.08897406 0.07210007\n", " 0.36577642]\n", " [ 0.67381796 -0.0353762 -0.12805274 0.08082688 -0.19511483 -0.01038598\n", " -0.02254292 0.07788358 -0.05336619 -0.01561327 -0.43029777 -0.46650302\n", " 0.26676343]]\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# a partir de la matrice de covariance, on va calculer l'ACP\n", "\n", "w,v = np.linalg.eigh(correlation_matrix)\n", "print(f\"Valeurs propres : {w}\")\n", "print(f\"Vecteurs propres : {v}\")\n", "\n", "w=w[::-1]\n", "v=v[:,::-1]\n", "\n", "fig, axes = plt.subplots(1, 2, figsize=(12, 5))\n", "axes[0].bar(range(len(w)), w)\n", "axes[0].set_xlabel(\"Composantes\")\n", "axes[0].set_ylabel(\"Valeurs propres\")\n", "axes[0].set_title(\"Scree plot\")\n", "axes[1].plot(np.cumsum(w)/np.sum(w))\n", "axes[1].set_xlabel(\"Composantes\")\n", "axes[1].set_ylabel(\"Variance expliquée cumulée\")\n", "axes[1].set_title(\"Variance expliquée cumulée\")\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 28, "id": "d613c5da", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Representation en 2D des épisodes\n", "P = v[:,:2]\n", "composantes_principales = data_centree_reduite @ P\n", "\n", "plt.scatter(composantes_principales[:,0],\n", " composantes_principales[:,1],\n", " c=data_south_park[:,0])\n", "plt.xlabel(\"Composante principale 1\")\n", "plt.ylabel(\"Composante principale 2\")\n", "plt.title(\"Projection des épisodes sur les 2 premières composantes principales\")\n", "cbar = plt.colorbar()\n", "cbar.set_ticks(np.arange(1, 19))\n", "cbar.set_label(\"Saison\")\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 29, "id": "c27873f9", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Cercle des corrélations\n", "correlations = v[:,:2] * np.sqrt(w[:2])\n", "\n", "fig, ax = plt.subplots(figsize=(6, 6))\n", "ax.set_xlim(-1.1, 1.1)\n", "ax.set_ylim(-1.1, 1.1)\n", "\n", "# Tracé du cercle de rayon 1\n", "circle = plt.Circle((0,0), 1, color='gray', fill=False, linestyle='--')\n", "ax.add_patch(circle)\n", "\n", "# Tracé des variables\n", "for i, c in enumerate(numeric_cols):\n", " ax.plot([0, correlations[i, 0]], [0, correlations[i, 1]], \n", " label=c, linewidth=2)\n", "\n", "ax.axhline(0, color='black', linewidth=0.5)\n", "ax.axvline(0, color='black', linewidth=0.5)\n", "ax.set_aspect('equal', adjustable='box') # Important pour que le cercle soit rond !\n", "ax.legend(loc='center left', bbox_to_anchor=(1, 0.5), shadow=False)\n", "\n", "plt.title(\"Cercle des corrélations - South Park\")\n", "plt.tight_layout()\n", "plt.show()\n", "\n" ] }, { "cell_type": "markdown", "id": "12c0018e", "metadata": {}, "source": [ "## Régression linéaire simple : prédire la note IMDB à partir de la saison" ] }, { "cell_type": "code", "execution_count": 35, "id": "cc873b38", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Coefficients de la régression linéaire : a = 1.0837, b = -0.4077\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "tmdb_ratings = data_south_park[:,10]\n", "imdb_ratings = data_south_park[:,12]\n", "\n", "plt.scatter(tmdb_ratings,imdb_ratings)\n", "plt.xlabel(\"Note TMDb\")\n", "plt.ylabel(\"Note IMDB\")\n", "plt.title(\"Note IMDB en fonction de la note TMDb\")\n", "\n", "tmdb_mean = np.mean(tmdb_ratings)\n", "imdb_mean = np.mean(imdb_ratings)\n", "\n", "tmdb_centered = tmdb_ratings - tmdb_mean\n", "\n", "cov_tmbd_imdb = np.sum(tmdb_centered * (imdb_ratings - imdb_mean))\n", "var_x = np.sum(tmdb_centered**2)\n", "a= cov_tmbd_imdb / var_x\n", "b = imdb_mean - a*tmdb_mean\n", "print(f\"Coefficients de la régression linéaire : a = {a:.4f}, b = {b:.4f}\")\n", "x_reg = np.array([np.min(tmdb_ratings), np.max(tmdb_ratings)])\n", "y_reg = a*x_reg + b\n", "plt.plot(x_reg, y_reg, color='red', label='Régression linéaire')\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "b60c0861", "metadata": {}, "source": [ "### Analyse de la régression" ] }, { "cell_type": "code", "execution_count": 38, "id": "9da9790c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1.755621156450053e-15\n" ] }, { "data": { "text/plain": [ "(array([ 1., 0., 1., 1., 2., 3., 5., 16., 16., 43., 36., 44., 32.,\n", " 32., 12., 7., 3., 2., 0., 1.]),\n", " array([-1.19534641, -1.08699838, -0.97865034, -0.87030231, -0.76195427,\n", " -0.65360624, -0.5452582 , -0.43691017, -0.32856213, -0.2202141 ,\n", " -0.11186606, -0.00351803, 0.10483001, 0.21317804, 0.32152608,\n", " 0.42987411, 0.53822214, 0.64657018, 0.75491821, 0.86326625,\n", " 0.97161428]),\n", " )" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# verification des hypothèses de la régression linéaire\n", "ypred = a*tmdb_ratings + b\n", "residus = imdb_ratings - ypred\n", "print(np.mean(residus))\n", "plt.hist(residus, bins=20)" ] }, { "cell_type": "code", "execution_count": 39, "id": "97d1f7ab", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Somme des carrés des résidus : 21.1957\n", "Somme des carrés totale : 95.8156\n", "Somme des carrés du modèle : 74.6198\n", "Coefficient de détermination R² : 0.7788\n" ] } ], "source": [ "# calcul du R²\n", "ss_res = np.sum(residus**2)\n", "ss_tot = np.sum((imdb_ratings - np.mean(imdb_ratings))**2)\n", "ss_model = np.sum((a*tmdb_ratings + b - np.mean(imdb_ratings))**2)\n", "print(f\"Somme des carrés des résidus : {ss_res:.4f}\")\n", "print(f\"Somme des carrés totale : {ss_tot:.4f}\")\n", "print(f\"Somme des carrés du modèle : {ss_model:.4f}\")\n", "r_squared = 1 - (ss_res / ss_tot)\n", "print(f\"Coefficient de détermination R² : {r_squared:.4f}\")" ] }, { "cell_type": "code", "execution_count": null, "id": "912c55d0", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "venv_m8", "language": "python", "name": "venv_m8" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 5 }