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"millesime": "2022", "decile_superieur": 934, "ensemble": 457, "n_renseigne": 3128 }, { "cle": "densite", "libelle": "Densité de population", "unite": "habitants/km²", "source": "Insee (population) et IGN (surface) — calcul DataFrance", "millesime": "2022", "decile_superieur": 136.904762, "ensemble": 43, "n_renseigne": 3122 }, { "cle": "part_residences_secondaires", "libelle": "Part de résidences secondaires", "unite": "part [0;1]", "source": "Insee, recensement — logement", "millesime": null, "decile_superieur": 0.027344, "ensemble": 0.071701, "n_renseigne": 3128 }, { "cle": "niveau_vie_median", "libelle": "Niveau de vie médian", "unite": "€/an", "source": "Insee, Filosofi (MED_SL)", "millesime": "2023", "decile_superieur": 32115, "ensemble": 25780, "n_renseigne": 3100 }, { "cle": "acces_quotidien", "libelle": "Accès aux services du quotidien (indice gravitaire DataFrance)", "unite": "indice, sans unité (ni distance ni temps)", "source": "DataFrance, périmètres d'aménités", "millesime": null, "decile_superieur": 7.876178, "ensemble": 2.488186, "n_renseigne": 3128 } ], "repartition_strate": [ { "index": 0, "libelle": "moins de 500 habitants", "n": 886, "part_ponderee": null, "mediane": 28395 }, { "index": 1, "libelle": "500 à 2 000 habitants", "n": 1373, "part_ponderee": null, "mediane": 28760 }, { "index": 2, "libelle": "2 000 à 5 000 habitants", "n": 521, "part_ponderee": null, "mediane": 28640 }, { "index": 3, "libelle": "5 000 à 10 000 habitants", "n": 184, "part_ponderee": null, "mediane": 29185 }, { "index": 4, "libelle": "10 000 à 20 000 habitants", "n": 77, "part_ponderee": null, "mediane": 28830 }, { "index": 5, "libelle": "20 000 à 100 000 habitants", "n": 79, "part_ponderee": null, "mediane": 30500 }, { "index": 6, "libelle": "100 000 habitants et plus", "n": 8, "part_ponderee": null, "mediane": 31495 } ], "repartition_aav": [ { "categorie": "11", "libelle": "Commune-centre", "n": 4, "part_ponderee": null, "mediane": 29445 }, { "categorie": "12", "libelle": "Pôle principal", "n": 207, "part_ponderee": null, "mediane": 29750 }, { "categorie": "13", "libelle": "Pôle secondaire", "n": 1, "part_ponderee": null, "mediane": 26950 }, { "categorie": "20", "libelle": "Couronne", "n": 2743, "part_ponderee": null, "mediane": 28600 }, { "categorie": "30", "libelle": "Hors attraction des villes", "n": 152, "part_ponderee": null, "mediane": 28535 }, { "categorie": "non_matche", "libelle": "Hors référentiel des aires d'attraction (arrondissements de Paris, Lyon, Marseille compris)", "n": 21, "part_ponderee": null, "mediane": 33050 } ] }, "temoins": [ { "code": "92051", "nom": "Neuilly-sur-Seine", "commentaire": "Neuilly-sur-Seine — 48 010 € de niveau de vie médian, la valeur la plus élevée des communes de 5 000 habitants ou plus ; deux de ses quartiers figurent parmi les cinq plus élevés de France.", "valeur": 48010, "numerateur": null, "denominateur": null, "population": 59200, "rang_national": 6, "rang_dans_seuil": 1, "percentile": 0.999808, "strate_index": 5, "strate_libelle": "20 000 à 100 000 habitants", "mediane_strate": 22095, "ecart_mediane_strate": 25915, "aav_categorie": "12", "iris_max": { "code": "920510403", "nom": "Parc de Neuilly 3", "valeur": 62570 }, "iris_min": { "code": "920510309", "nom": "Plaine des Sablons 9", "valeur": 31190 } }, { "code": "75107", "nom": "Paris 7e Arrondissement", "commentaire": "Paris 7e — 45 380 € ; le quartier Gros Caillou 6 y atteint 65 140 €, la valeur de quartier la plus élevée du pays.", "valeur": 45380, "numerateur": null, "denominateur": null, "population": 48196, "rang_national": 16, "rang_dans_seuil": 3, "percentile": 0.999487, "strate_index": 5, "strate_libelle": "20 000 à 100 000 habitants", "mediane_strate": 22095, "ecart_mediane_strate": 23285, "aav_categorie": null, "iris_max": { "code": "751072806", "nom": "Gros Caillou 6", "valeur": 65140 }, "iris_min": { "code": "751072803", "nom": "Gros Caillou 3", "valeur": 34860 } }, { "code": "01143", "nom": "Divonne-les-Bains", "commentaire": "Divonne-les-Bains — 46 650 €, deuxième commune de 5 000 habitants ou plus, et la seule du haut du classement située hors d'Île-de-France : elle borde la frontière suisse.", "valeur": 46650, "numerateur": null, "denominateur": null, "population": 10300, "rang_national": 10, "rang_dans_seuil": 2, "percentile": 0.999679, "strate_index": 4, "strate_libelle": "10 000 à 20 000 habitants", "mediane_strate": 22530, "ecart_mediane_strate": 24120, "aav_categorie": "20", "iris_max": { "code": "011430102", "nom": "Nord-Ouest", "valeur": 51650 }, "iris_min": { "code": "011430101", "nom": "Centre", "valeur": 43380 } }, { "code": "13055", "nom": "Marseille", "commentaire": "Marseille — 20 600 € pour la ville entière, et un écart de 1 à 3,75 entre ses quartiers (10 980 € à Zoccolat, 41 180 € dans le 8e) : le deuxième écart intra-ville le plus large des grandes villes, après Paris.", "valeur": 20600, "numerateur": null, "denominateur": null, "population": 877215, "rang_national": null, "rang_dans_seuil": null, "percentile": null, "strate_index": 6, "strate_libelle": "100 000 habitants et plus", "mediane_strate": 21495, "ecart_mediane_strate": -895, "aav_categorie": "11", "iris_max": { "code": "132080405", "nom": "Cadenelle", "valeur": 41180 }, "iris_min": { "code": "132150501", "nom": "Zoccolat", "valeur": 10980 } }, { "code": "66136", "nom": "Perpignan", "commentaire": "Perpignan — 17 380 € ; la ville porte le quartier au niveau de vie médian le plus bas du périmètre publié, Haut Vernet 6, à 10 860 €.", "valeur": 17380, "numerateur": null, "denominateur": null, "population": 120996, "rang_national": 30875, "rang_dans_seuil": 2124, "percentile": 0.01029, "strate_index": 6, "strate_libelle": "100 000 habitants et plus", "mediane_strate": 21495, "ecart_mediane_strate": -4115, "aav_categorie": "11", "iris_max": { "code": "661361202", "nom": "Route de Canet", "valeur": 27320 }, "iris_min": { "code": "661361406", "nom": "Haut Vernet 6", "valeur": 10860 } }, { "code": "59512", "nom": "Roubaix", "commentaire": "Roubaix — 14 580 €, l'autre bout de l'échelle des communes de 5 000 habitants ou plus, juste après le 3e arrondissement de Marseille.", "valeur": 14580, "numerateur": null, "denominateur": null, "population": 99507, "rang_national": 31173, "rang_dans_seuil": 2187, "percentile": 0.000737, "strate_index": 5, "strate_libelle": "20 000 à 100 000 habitants", "mediane_strate": 22095, "ecart_mediane_strate": -7515, "aav_categorie": "12", "iris_max": { "code": "595120702", "nom": "Barbieux Sud", "valeur": 28370 }, "iris_min": { "code": "595120303", "nom": "Cul de Four", "valeur": 12380 } } ], "couverture": { "commune_source": 34849, "commune_source_avec_valeur": 31257, "communes_decoupees_en_iris": 1887, "communes_mesurees": 31196, "communes_perimetre": 34788, "iris_source": 16026, "iris_source_avec_valeur": 14490 }, "anomalies": { "clampes_communes": 0, "clampes_iris": 0, "commune_sans_valeur": 3592, "iris_masques_nd": 327, "iris_masques_ns": 1209, "iris_sans_valeur": 1536, "iris_source_hors_fond": 496, "iris_source_sans_population_de_seuil": 12, "iris_source_ultramarins": 467 }, "sources": [ { "nom": "Insee, Filosofi 2021", "producteur": "Insee", "licence": "Licence Ouverte 2.0", "millesime": "2021", "url": "https://www.insee.fr/fr/statistiques/8229323" }, { "nom": "Fond communal et IRIS DataFrance (référentiel administratif)", "producteur": "IGN", "licence": "Licence Ouverte 2.0", "millesime": "2021", "url": null }, { "nom": "Insee, Aires d'attraction des villes 2020 (composition communale au 1er janvier 2026)", "producteur": "Insee", "licence": "Licence Ouverte 2.0", "millesime": "2026", "url": "https://www.insee.fr/fr/information/4803954" } ], "licence_visuels": "CC BY 4.0", "faits_exploratoires": [ { "id": "01", "fichier": "01-ecart-intra-ville-grandes-villes.sql", "question": "Dans les grandes villes (100 000 habitants ou plus), quel est l'écart entre le quartier au niveau de vie médian le plus élevé et le plus bas de la même ville, et quelles villes portent les rapports les plus larges ?", "tables": [ "public.app_insee_population_age", "public.commune_ae", "public.app_analyse_mesure", "public.iris_ae" ], "millesime": "2021", "colonnes": [ "code_ville", "nom_ville", "nb_quartiers", "quartier_le_plus_haut", "niveau_vie_haut", "quartier_le_plus_bas", "niveau_vie_bas", "rapport_haut_sur_bas", "ecart_euros" ], "lignes": [ [ "75056", "Paris", 852, "Gros Caillou 6", "65140", "Grandes Carrières 27", "14900", "4.37", "50240" ], [ "13055", "Marseille", 314, "Cadenelle", "41180", "Zoccolat", "10980", "3.75", "30200" ], [ "68224", "Mulhouse", 42, "Rebberg Sud-Est", "40140", "Coteaux Nord-Est", "12460", "3.22", "27680" ], [ "37261", "Tours", 55, "Grammont 1", "34650", "Sanitas-Rotonde 2", "11420", "3.03", "23230" ], [ "67482", "Strasbourg", 99, "Orangerie Est", "38450", "Polygone Sud", "12740", "3.02", "25710" ], [ "92012", "Boulogne-Billancourt", 42, "Les Princes Marmottan 2", "52280", "République Point du Jour 4", "17320", "3.02", "34960" ], [ "69123", "Lyon", 167, "Les Belges", "41640", "Viviani", "14040", "2.97", "27600" ], [ "34172", "Montpellier", 83, "Aiguelongue", "33970", "Le Mail Nord", "11690", "2.91", "22280" ], [ "35238", "Rennes", 82, "Les Mottais", "35790", "Brno", "12310", "2.91", "23480" ], [ "31555", "Toulouse", 142, "Croix Baragnon", "34790", "Poulenc", "12130", "2.87", "22660" ], [ "59350", "Lille", 90, "Vieux Lille 5", "32580", "Concorde 2", "11390", "2.86", "21190" ], [ "30189", "Nîmes", 52, "Camplanier", "31080", "Soleil Levant", "10920", "2.85", "20160" ], [ "76540", "Rouen", 37, "Jouvenet Ouest Rue d'Ernemont", "34060", "Lombardie", "11930", "2.85", "22130" ], [ "72181", "Le Mans", 63, "Tessé", "31330", "Petit Louvre", "11240", "2.79", "20090" ], [ "44109", "Nantes", 88, "Monselet", "36290", "Pin Sec", "13280", "2.73", "23010" ], [ "51454", "Reims", 70, "Lundy", "31500", "Croix du Sud Sud-Ouest", "11960", "2.63", "19540" ], [ "80021", "Amiens", 51, "Henriville 1", "31750", "Étouvie 3", "12230", "2.60", "19520" ], [ "06088", "Nice", 141, "Mont Boron", "35440", "Ariane-Les Chênes", "13860", "2.56", "21580" ], [ "49007", "Angers", 58, "Joachim du Bellay", "33530", "Europe", "13080", "2.56", "20450" ], [ "66136", "Perpignan", 45, "Route de Canet", "27320", "Haut Vernet 6", "10860", "2.52", "16460" ] ], "nb_lignes": 20, "date_requete": "2026-09-02" }, { "id": "02", "fichier": "02-quartiers-mitoyens-ecart-maximal.sql", "question": "Quels sont les couples de quartiers MITOYENS (deux IRIS qui partagent une frontière) séparés par le plus grand écart de niveau de vie médian, et de combien d'euros ?", "tables": [ "public.app_insee_population_age", "public.commune_ae", "public.app_analyse_mesure", "public.iris_ae" ], "millesime": "2021", "colonnes": [ "nom_commune", "quartier_haut", "niveau_vie_haut", "quartier_bas", "niveau_vie_bas", "ecart_euros", "rapport" ], "lignes": [ [ "Paris 17e Arrondissement", "Plaine Monceau 12", "49660", "Plaine Monceau 15", "18250", "31410", "2.72" ], [ "Paris 17e Arrondissement", "Plaine Monceau 11", "48250", "Plaine Monceau 15", "18250", "30000", "2.64" ], [ "Paris 17e Arrondissement", "Plaine Monceau 12", "49660", "Batignolles 14", "21650", "28010", "2.29" ], [ "Paris 17e Arrondissement", "Plaine Monceau 11", "48250", "Batignolles 14", "21650", "26600", "2.23" ], [ "Paris 17e Arrondissement", "Plaine Monceau 12", "49660", "Plaine Monceau 14", "24120", "25540", "2.06" ], [ "Strasbourg", "Orangerie Est", "38450", "Vauban Est", "15520", "22930", "2.48" ], [ "Paris 16e Arrondissement", "Muette 8", "59150", "Porte Dauphine 5", "36440", "22710", "1.62" ], [ "Strasbourg", "Orangerie Est", "38450", "Esplanade Sud-Est", "16900", "21550", "2.28" ], [ "Saint-Cyr-au-Mont-d'Or", "Ouest", "41550", "Montessuy-Le Vergoin", "20200", "21350", "2.06" ], [ "Rennes", "Les Mottais", "35790", "Emmanuel Mounier", "14680", "21110", "2.44" ], [ "Paris 7e Arrondissement", "Gros Caillou 7", "58600", "Grenelle 17", "37490", "21110", "1.56" ], [ "Créteil", "Bords de Marne", "37090", "Saint-Maur Créteil 1", "16190", "20900", "2.29" ], [ "Versailles", "Montreuil 4", "40730", "Montreuil 6", "19880", "20850", "2.05" ], [ "Croix", "Beaumont 1", "41280", "Édouard Vaillant", "20580", "20700", "2.01" ], [ "Paris 7e Arrondissement", "Gros Caillou 7", "58600", "Grenelle 18", "38300", "20300", "1.53" ] ], "nb_lignes": 15, "date_requete": "2026-09-02" }, { "id": "03", "fichier": "03-quartier-le-plus-bas-des-communes-du-decile-superieur.sql", "question": "Dans les communes du décile supérieur (niveau de vie médian communal d'au moins 26 910 €), quel est le quartier au niveau de vie le plus bas, et à quelle distance se tient-il de la médiane de sa propre commune ?", "tables": [ "public.commune_ae", "public.app_analyse_mesure", "public.app_insee_population_age", "public.iris_ae" ], "millesime": "2021", "colonnes": [ "nom_commune", "niveau_vie_de_la_commune", "quartier_le_plus_bas", "niveau_vie_du_quartier", "ecart_euros" ], "lignes": [ [ "Paris 16e Arrondissement", "41550", "Auteuil 4", "21470", "20080" ], [ "Boulogne-Billancourt", "35040", "République Point du Jour 4", "17320", "17720" ], [ "Paris 17e Arrondissement", "33390", "Épinettes 16", "16110", "17280" ], [ "Neuilly-sur-Seine", "48010", "Plaine des Sablons 9", "31190", "16820" ], [ "Versailles", "33780", "Jussieu 2", "17140", "16640" ], [ "Saint-Maur-des-Fossés", "32730", "Saint-Maur Créteil 1", "16190", "16540" ], [ "Paris 11e Arrondissement", "30210", "Folie Méricourt 12", "15140", "15070" ], [ "Carrières-sur-Seine", "32680", "Les Alouettes", "17680", "15000" ], [ "Antony", "32000", "Lionel Terray", "17330", "14670" ], [ "Rueil-Malmaison", "32980", "Fouilleuse 2", "18470", "14510" ], [ "Paris 15e Arrondissement", "32780", "Javel 1", "18460", "14320" ], [ "Sceaux", "36010", "Blagis", "21750", "14260" ], [ "Écully", "29600", "Les Sources", "15440", "14160" ], [ "Marcq-en-Barœul", "29490", "Briqueterie", "15470", "14020" ], [ "Levallois-Perret", "34500", "Eiffel 4", "20920", "13580" ] ], "nb_lignes": 15, "date_requete": "2026-09-02" }, { "id": "04", "fichier": "04-rapport-interdecile-communes.sql", "question": "Dans quelles communes d'au moins 5 000 habitants l'écart interne entre hauts et bas revenus est-il le plus large, mesuré par le rapport interdécile publié par l'Insee (D9/D1) ?", "tables": [ "public.app_filosofi_local_indicateur", "public.commune_ae", "public.app_analyse_mesure" ], "millesime": "2021", "colonnes": [ "nom_commune", "population", "rapport_d9_sur_d1", "niveau_vie_median", "niveau_vie_d9" ], "lignes": [ [ "Ferney-Voltaire", 11530, "11.2", "27220", "73920" ], [ "Paris 7e Arrondissement", 48196, "10.2", "45380", "149080" ], [ "Paris 8e Arrondissement", 35418, "9.6", "44100", "130390" ], [ "Paris 6e Arrondissement", 40432, "9.5", "41750", "126350" ], [ "Paris 16e Arrondissement", 159733, "9.4", "41550", "119190" ], [ "Prévessin-Moëns", 9081, "8.6", "44430", "102330" ], [ "Saint-Genis-Pouilly", 14584, "8.6", "30790", "77880" ], [ "Neuilly-sur-Seine", 59200, "8.1", "48010", "128810" ], [ "Gaillard", 11054, "7.9", "25070", "68530" ], [ "Saint-Julien-en-Genevois", 15925, "7.5", "34430", "84460" ], [ "Paris 1er Arrondissement", 15475, "7.5", "35030", "94430" ], [ "Thoiry", 6356, "7.4", "38950", "87880" ], [ "Paris 3e Arrondissement", 32772, "7.4", "34800", "86640" ], [ "Paris 4e Arrondissement", 28039, "7.4", "33040", "85250" ], [ "Paris 17e Arrondissement", 161206, "7.4", "33390", "86910" ] ], "nb_lignes": 15, "date_requete": "2026-09-02" }, { "id": "05", "fichier": "05-couverture-et-secret-statistique.sql", "question": "Quelle part du territoire le niveau de vie médian couvre-t-il réellement — combien de communes et de quartiers portent une valeur, combien sont masqués par le secret statistique, et combien de communes le seuil de 5 000 habitants laisse-t-il dans le palmarès ?", "tables": [ "public.app_filosofi_local_indicateur", "public.app_insee_population_age", "public.commune_ae", "public.app_analyse_mesure" ], "millesime": "2021", "colonnes": [ "communes_du_perimetre", "communes_avec_niveau_de_vie", "communes_sans_valeur_secret", "communes_du_palmares", "quartiers_habitat_metropole", "quartiers_avec_valeur", "quartiers_masques_par_le_secret", "quartiers_publies_seuil_1000" ], "lignes": [ [ 34788, 31196, 3592, 2188, 14395, 13926, 469, 13921 ] ], "nb_lignes": 1, "date_requete": "2026-09-02" }, { "id": "06", "fichier": "06-seuil-des-plus-aises-par-quartier.sql", "question": "Dans quels quartiers le seuil d'entrée parmi les 10 % les plus aisés (le 9e décile de niveau de vie publié par l'Insee) est-il le plus haut, et à quelle distance se tient-il de la médiane du même quartier ?", "tables": [ "public.app_filosofi_local_indicateur", "public.iris_ae", "public.commune_ae", "public.app_insee_population_age" ], "millesime": "2021", "colonnes": [ "quartier", "ville", "population", "niveau_vie_median", "seuil_entree_des_plus_aises", "rapport_interdecile" ], "lignes": [ [ "Gros Caillou 6", "Paris 7e Arrondissement", 1744, "65140", "269870", "17.4" ], [ "Gros Caillou 11", "Paris 7e Arrondissement", 1680, "57010", "226870", "17.0" ], [ "Gros Caillou 7", "Paris 7e Arrondissement", 1643, "58600", "217670", "11.5" ], [ "Muette 8", "Paris 16e Arrondissement", 2336, "59150", "200030", "16.5" ], [ "Muette 21", "Paris 16e Arrondissement", 1764, "48570", "199960", "15.2" ], [ "Odéon 1", "Paris 6e Arrondissement", 1750, "48080", "195710", "12.8" ], [ "Parc de Neuilly 3", "Neuilly-sur-Seine", 1630, "62570", "194910", "10.1" ], [ "Invalides 4", "Paris 7e Arrondissement", 1174, "50930", "190350", "11.1" ], [ "École Militaire 5", "Paris 7e Arrondissement", 1829, "57720", "189790", "10.7" ], [ "Invalides 1", "Paris 7e Arrondissement", 1914, "47760", "189520", "12.2" ], [ "Muette 7", "Paris 16e Arrondissement", 1594, "46420", "188730", "15.9" ], [ "Europe 3", "Paris 8e Arrondissement", 1510, "56150", "187220", "11.8" ], [ "Saint-Thomas d'Aquin 4", "Paris 7e Arrondissement", 1236, "43550", "185310", "13.9" ], [ "Porte Dauphine 3", "Paris 16e Arrondissement", 2424, "49070", "179840", "14.0" ], [ "Saint-James", "Neuilly-sur-Seine", 2120, "60670", "178400", "10.2" ], [ "Saint-Thomas d'Aquin 1", "Paris 7e Arrondissement", 1637, "51140", "177750", "10.9" ], [ "Odéon 2", "Paris 6e Arrondissement", 1363, "43450", "176930", "12.0" ], [ "Plaine Monceau 3", "Paris 17e Arrondissement", 3183, "55690", "176530", "9.8" ], [ "Plaine Monceau 8", "Paris 17e Arrondissement", 1669, "62210", "172840", "10.5" ], [ "Muette 10", "Paris 16e Arrondissement", 1728, "52170", "169670", "11.4" ] ], "nb_lignes": 20, "date_requete": "2026-09-02" }, { "id": "07", "fichier": "07-niveau-de-vie-et-prix-immobilier.sql", "question": "Le niveau de vie médian d'un territoire et le prix médian au mètre carré de ses ventes immobilières de la même année vont-ils ensemble — et la relation est-elle plus nette à l'échelle du quartier qu'à celle de la commune ?", "tables": [ "public.app_dvf_transaction", "public.app_analyse_mesure", "public.commune_ae", "public.iris_ae" ], "millesime": "2021", "colonnes": [ "communes_appariees", "correlation_rangs_communes", "quartiers_apparies", "correlation_rangs_quartiers", "quartiers_du_dixieme_le_plus_aise", "dont_aussi_dixieme_le_plus_cher" ], "lignes": [ [ 14695, "0.60", 12469, "0.64", 1246, 732 ] ], "nb_lignes": 1, "date_requete": "2026-09-02" }, { "id": "08", "fichier": "08-classement-hybride-zones-residentielles-mediane.sql", "question": "Quelles sont les vingt zones résidentielles au niveau de vie médian le plus élevé, dans un classement HYBRIDE où une commune découpée en quartiers publiables est représentée par ses quartiers — jamais par sa moyenne — et où une commune sans quartier publiable concourt entière ?", "tables": [ "public.iris_ae", "public.commune_ae", "public.app_insee_population_age", "public.app_filosofi_local_indicateur", "public.app_analyse_mesure" ], "millesime": "2021 (Filosofi, médiane et 9e décile) — populations : RP 2022 à l'IRIS, référentiel communal commune_ae à la commune", "colonnes": [ "rang", "type_zone", "code", "nom_zone", "nom_commune", "code_departement", "population", "niveau_vie_median", "niveau_vie_d9" ], "lignes": [ [ 1, "quartier", "751072806", "Gros Caillou 6", "Paris 7e Arrondissement", "75", 1744, "65140", "269870" ], [ 2, "quartier", "920510403", "Parc de Neuilly 3", "Neuilly-sur-Seine", "92", 1630, "62570", "194910" ], [ 3, "quartier", "751176608", "Plaine Monceau 8", "Paris 17e Arrondissement", "75", 1669, "62210", "172840" ], [ 4, "quartier", "920510101", "Saint-James", "Neuilly-sur-Seine", "92", 2120, "60670", "178400" ], [ 5, "quartier", "751166208", "Muette 8", "Paris 16e Arrondissement", "75", 2336, "59150", "200030" ], [ 6, "quartier", "751072807", "Gros Caillou 7", "Paris 7e Arrondissement", "75", 1643, "58600", "217670" ], [ 7, "quartier", "751072705", "École Militaire 5", "Paris 7e Arrondissement", "75", 1829, "57720", "189790" ], [ 8, "quartier", "751072811", "Gros Caillou 11", "Paris 7e Arrondissement", "75", 1680, "57010", "226870" ], [ 9, "quartier", "751072703", "École Militaire 3", "Paris 7e Arrondissement", "75", 1686, "56660", "129850" ], [ 10, "quartier", "751083203", "Europe 3", "Paris 8e Arrondissement", "75", 1510, "56150", "187220" ], [ 11, "quartier", "751176606", "Plaine Monceau 6", "Paris 17e Arrondissement", "75", 2200, "56110", "167630" ], [ 12, "quartier", "751176603", "Plaine Monceau 3", "Paris 17e Arrondissement", "75", 3183, "55690", "176530" ], [ 13, "quartier", "751166209", "Muette 9", "Paris 16e Arrondissement", "75", 2217, "55160", "164340" ], [ 14, "quartier", "920510409", "Parc de Neuilly 9", "Neuilly-sur-Seine", "92", 2644, "54900", "146690" ], [ 15, "quartier", "920630401", "Pince Vins", "Rueil-Malmaison", "92", 2512, "54290", "127600" ], [ 16, "quartier", "920760101", "Plateau Théry-Centre Ancien", "Vaucresson", "92", 1862, "54190", "121020" ], [ 17, "commune entière", "74016", "Archamps", "Archamps", "74", 2458, "54120", "107400" ], [ 18, "quartier", "920510411", "Parc de Neuilly 11", "Neuilly-sur-Seine", "92", 1657, "53600", "135670" ], [ 19, "quartier", "920510408", "Parc de Neuilly 8", "Neuilly-sur-Seine", "92", 2666, "53310", "141340" ], [ 20, "quartier", "751176502", "Ternes 2", "Paris 17e Arrondissement", "75", 2331, "53190", "134080" ] ], "nb_lignes": 20, "date_requete": "2026-09-02" }, { "id": "09", "fichier": "09-classement-hybride-zones-residentielles-d9.sql", "question": "Dans le même classement hybride de zones résidentielles, quelles sont les vingt zones où le seuil d'entrée parmi les 10 % les plus aisés (9e décile) est le plus haut — en ne classant JAMAIS une zone dont le 9e décile n'est pas diffusé ?", "tables": [ "public.iris_ae", "public.commune_ae", "public.app_insee_population_age", "public.app_filosofi_local_indicateur", "public.app_analyse_mesure" ], "millesime": "2021 (Filosofi, médiane et 9e décile) — populations : RP 2022 à l'IRIS, référentiel communal commune_ae à la commune", "colonnes": [ "rang", "type_zone", "code", "nom_zone", "nom_commune", "code_departement", "population", "niveau_vie_median", "niveau_vie_d9" ], "lignes": [ [ 1, "quartier", "751072806", "Gros Caillou 6", "Paris 7e Arrondissement", "75", 1744, "65140", "269870" ], [ 2, "quartier", "751072811", "Gros Caillou 11", "Paris 7e Arrondissement", "75", 1680, "57010", "226870" ], [ 3, "quartier", "751072807", "Gros Caillou 7", "Paris 7e Arrondissement", "75", 1643, "58600", "217670" ], [ 4, "quartier", "751166208", "Muette 8", "Paris 16e Arrondissement", "75", 2336, "59150", "200030" ], [ 5, "quartier", "751166221", "Muette 21", "Paris 16e Arrondissement", "75", 1764, "48570", "199960" ], [ 6, "quartier", "751062201", "Odéon 1", "Paris 6e Arrondissement", "75", 1750, "48080", "195710" ], [ 7, "quartier", "920510403", "Parc de Neuilly 3", "Neuilly-sur-Seine", "92", 1630, "62570", "194910" ], [ 8, "quartier", "751072604", "Invalides 4", "Paris 7e Arrondissement", "75", 1174, "50930", "190350" ], [ 9, "quartier", "751072705", "École Militaire 5", "Paris 7e Arrondissement", "75", 1829, "57720", "189790" ], [ 10, "quartier", "751072601", "Invalides 1", "Paris 7e Arrondissement", "75", 1914, "47760", "189520" ], [ 11, "quartier", "751166207", "Muette 7", "Paris 16e Arrondissement", "75", 1594, "46420", "188730" ], [ 12, "quartier", "751083203", "Europe 3", "Paris 8e Arrondissement", "75", 1510, "56150", "187220" ], [ 13, "quartier", "751072504", "Saint-Thomas d'Aquin 4", "Paris 7e Arrondissement", "75", 1236, "43550", "185310" ], [ 14, "quartier", "751166303", "Porte Dauphine 3", "Paris 16e Arrondissement", "75", 2424, "49070", "179840" ], [ 15, "quartier", "920510101", "Saint-James", "Neuilly-sur-Seine", "92", 2120, "60670", "178400" ], [ 16, "quartier", "751072501", "Saint-Thomas d'Aquin 1", "Paris 7e Arrondissement", "75", 1637, "51140", "177750" ], [ 17, "quartier", "751062202", "Odéon 2", "Paris 6e Arrondissement", "75", 1363, "43450", "176930" ], [ 18, "quartier", "751176603", "Plaine Monceau 3", "Paris 17e Arrondissement", "75", 3183, "55690", "176530" ], [ 19, "quartier", "751176608", "Plaine Monceau 8", "Paris 17e Arrondissement", "75", 1669, "62210", "172840" ], [ 20, "quartier", "751166210", "Muette 10", "Paris 16e Arrondissement", "75", 1728, "52170", "169670" ] ], "nb_lignes": 20, "date_requete": "2026-09-02" }, { "id": "10", "fichier": "10-classement-hybride-couverture.sql", "question": "Combien de zones le classement hybride de zones résidentielles compte-t-il — quartiers d'un côté, communes entières de l'autre —, combien de communes sont représentées par leurs quartiers, combien restent écartées faute de médiane diffusée, et combien de zones n'entrent pas dans le classement par 9e décile ?", "tables": [ "public.iris_ae", "public.commune_ae", "public.app_insee_population_age", "public.app_filosofi_local_indicateur", "public.app_analyse_mesure" ], "millesime": "2021 (Filosofi, médiane et 9e décile) — populations : RP 2022 à l'IRIS, référentiel communal commune_ae à la commune", "colonnes": [ "zones_classables", "dont_quartiers", "dont_communes_entieres", "communes_representees_par_leurs_quartiers", "communes_ecartees_sans_mediane", "zones_sans_d9_hors_classement_d9" ], "lignes": [ [ 22008, 13918, 8090, 1842, 2, 4639 ] ], "nb_lignes": 1, "date_requete": "2026-09-02" } ] }