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— calcul DataFrance", "millesime": "2022", "decile_superieur": 26.071429, "ensemble": 42.912404, "n_renseigne": 3474 }, { "cle": "part_residences_secondaires", "libelle": "Part de résidences secondaires", "unite": "part [0;1]", "source": "Insee, recensement — logement", "millesime": null, "decile_superieur": 0.124933, "ensemble": 0.07172, "n_renseigne": 3477 }, { "cle": "niveau_vie_median", "libelle": "Niveau de vie médian", "unite": "€/an", "source": "Insee, Filosofi (MED_SL)", "millesime": "2023", "decile_superieur": 24800, "ensemble": 25780, "n_renseigne": 3194 }, { "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": 1.814737, "ensemble": 2.484188, "n_renseigne": 3477 } ], "repartition_strate": [ { "index": 0, "libelle": "moins de 500 habitants", "n": 1770, "part_ponderee": null, "mediane": 5.526196 }, { "index": 1, "libelle": "500 à 2 000 habitants", "n": 1231, "part_ponderee": null, "mediane": 5.484058 }, { "index": 2, "libelle": "2 000 à 5 000 habitants", "n": 318, "part_ponderee": null, "mediane": 5.471739 }, { "index": 3, "libelle": "5 000 à 10 000 habitants", "n": 103, "part_ponderee": null, "mediane": 5.472101 }, { "index": 4, "libelle": "10 000 à 20 000 habitants", "n": 33, "part_ponderee": null, "mediane": 5.419601 }, { "index": 5, "libelle": "20 000 à 100 000 habitants", "n": 19, "part_ponderee": null, "mediane": 5.476014 }, { "index": 6, "libelle": "100 000 habitants et plus", "n": 3, "part_ponderee": null, "mediane": 5.348188 } ], "repartition_aav": [ { "categorie": "11", "libelle": "Commune-centre", "n": 73, "part_ponderee": null, "mediane": 5.4507 }, { "categorie": "12", "libelle": "Pôle principal", "n": 47, "part_ponderee": null, "mediane": 5.483007 }, { "categorie": "13", "libelle": "Pôle secondaire", "n": 0, "part_ponderee": null, "mediane": null }, { "categorie": "20", "libelle": "Couronne", "n": 2213, "part_ponderee": null, "mediane": 5.501377 }, { "categorie": "30", "libelle": "Hors attraction des villes", "n": 1144, "part_ponderee": null, "mediane": 5.512391 }, { "categorie": "non_matche", "libelle": "Hors référentiel des aires d'attraction (arrondissements de Paris, Lyon, Marseille compris)", "n": 0, "part_ponderee": null, "mediane": null } ] }, "temoins": [ { "code": "84007", "nom": "Avignon", "commentaire": "Avignon — Tx 33,97 °C, écart +3,62 °C, rang 2 sur 68 ; Tx 2016-2025 31,47 °C.", "valeur": 3.617609, "numerateur": null, "denominateur": null, "population": 91760, "rang_national": 31632, "rang_dans_seuil": 4533, "percentile": 0.089564, "strate_index": 5, "strate_libelle": "20 000 à 100 000 habitants", "mediane_strate": 4.372826, "ecart_mediane_strate": -0.755217, "aav_categorie": "11", "iris_max": null, "iris_min": null }, { "code": "38185", "nom": "Grenoble", "commentaire": "Grenoble — Tx 31,85 °C, écart +4,21 °C, rang 2 sur 68 ; Tx 2016-2025 28,91 °C.", "valeur": 4.206341, "numerateur": null, "denominateur": null, "population": 156389, "rang_national": 25602, "rang_dans_seuil": 3633, "percentile": 0.263109, "strate_index": 6, "strate_libelle": "100 000 habitants et plus", "mediane_strate": 4.368007, "ecart_mediane_strate": -0.161666, "aav_categorie": "11", "iris_max": null, "iris_min": null }, { "code": "29019", "nom": "Brest", "commentaire": "Brest — Tx 25,15 °C, écart +4,06 °C, rang 1 sur 68 ; Tx 2016-2025 21,78 °C.", "valeur": 4.061377, "numerateur": null, "denominateur": null, "population": 140993, "rang_national": 27151, "rang_dans_seuil": 3886, "percentile": 0.218558, "strate_index": 6, "strate_libelle": "100 000 habitants et plus", "mediane_strate": 4.368007, "ecart_mediane_strate": -0.30663, "aav_categorie": "11", "iris_max": null, "iris_min": null }, { "code": "75056", "nom": "Paris", "commentaire": "Paris (ville entière, régime villes entières du 13/09) — Tx 29,67 °C, écart +4,37 °C, rang 1 sur 68 ; Tx 2016-2025 26,16 °C.", "valeur": 4.371667, "numerateur": null, "denominateur": null, "population": 2113705, "rang_national": 23623, "rang_dans_seuil": 3267, "percentile": 0.319893, "strate_index": 6, "strate_libelle": "100 000 habitants et plus", "mediane_strate": 4.368007, "ecart_mediane_strate": 0.00366, "aav_categorie": "11", "iris_max": null, "iris_min": null } ], "couverture": { "commune_source": 34791, "commune_source_avec_valeur": 34791, "communes_avec_fenetre_complete": 34791, "communes_mesurees": 34746, "communes_perimetre": 34746, "etes_servis": 68 }, "anomalies": { "clampes_communes": 0, "commune_sans_valeur": 0, "etes_incomplets": 0 }, "sources": [ { "nom": "Météo-France, SIM (SAFRAN-ISBA)", "producteur": "Météo-France", "licence": "Licence Ouverte 2.0", "millesime": "2026", "url": "https://www.data.gouv.fr/datasets/donnees-changement-climatique-sim-quotidienne/" }, { "nom": "Fond communal et IRIS DataFrance (référentiel administratif)", "producteur": "IGN", "licence": "Licence Ouverte 2.0", "millesime": "2026", "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-extremes-ecart.sql", "question": "Quelles communes portent les écarts extrêmes de l'été 2026 à la normale locale 1991-2020 ?", "tables": [ "public.app_analyse_mesure", "public.commune_ae" ], "millesime": "été 2026, normale 1991-2020", "colonnes": [ "code_commune", "nom_commune", "code_departement", "population", "ecart_c", "rang_haut", "rang_bas" ], "lignes": [ [ "18034", "Bouzais", "18", 285, "6.73", 1, 34785 ], [ "18042", "La Celle", "18", 329, "6.73", 2, 34786 ], [ "18172", "Orval", "18", 1637, "6.73", 3, 34787 ], [ "18197", "Saint-Amand-Montrond", "18", 9690, "6.73", 4, 34788 ], [ "18065", "Chezal-Benoît", "18", 762, "6.68", 5, 34781 ], [ "18142", "Meillant", "18", 648, "6.68", 6, 34782 ], [ "18268", "Uzay-le-Venon", "18", 410, "6.68", 7, 34783 ], [ "36169", "Pruniers", "36", 497, "6.68", 8, 34784 ], [ "50013", "Anneville-en-Saire", "50", 376, "2.08", 34776, 8 ], [ "14298", "Géfosse-Fontenay", "14", 131, "2.06", 34783, 5 ], [ "14480", "Osmanville", "14", 510, "2.06", 34784, 6 ], [ "50030", "Barfleur", "50", 545, "2.06", 34785, 3 ], [ "50196", "Gatteville-le-Phare", "50", 468, "2.06", 34786, 4 ], [ "50507", "Saint-Marcouf", "50", 353, "2.06", 34782, 7 ], [ "50562", "Saint-Vaast-la-Hougue", "50", 1666, "2.06", 34787, 2 ], [ "2B149", "Lugo-di-Nazza", "2B", 85, "2.04", 34788, 1 ] ], "nb_lignes": 16, "date_requete": "2026-09-15" }, { "id": "02", "fichier": "02-littoral-maritime.sql", "question": "L'écart à la normale diffère-t-il entre communes du littoral maritime et autres communes ?", "tables": [ "public.app_analyse_mesure", "public.commune_ae", "public.app_commune_littoral" ], "millesime": "été 2026, normale 1991-2020 ; zonage littoral COG 2025", "colonnes": [ "maritime", "communes", "ecart_moyen_c", "ecart_min_c", "ecart_max_c" ], "lignes": [ [ true, 839, "3.72", "2.06", "5.01" ], [ false, 33949, "4.60", "2.04", "6.73" ] ], "nb_lignes": 2, "date_requete": "2026-09-15" }, { "id": "03", "fichier": "03-rangs-locaux.sql", "question": "Combien de communes ont classé 2026 au rang 1 ou 2 parmi 68 étés, et quels rangs pour les témoins ?", "tables": [ "public.app_analyse_mesure", "public.commune_ae" ], "millesime": "étés 1959-2026", "colonnes": [ "type_ligne", "repere", "communes", "nom_commune" ], "lignes": [ [ "distribution", "1", 30774, null ], [ "distribution", "2", 3978, null ], [ "distribution", "3", 39, null ], [ "temoin", "18197", 1, "Saint-Amand-Montrond" ], [ "temoin", "29019", 1, "Brest" ], [ "temoin", "38185", 2, "Grenoble" ], [ "temoin", "84007", 2, "Avignon" ] ], "nb_lignes": 7, "date_requete": "2026-09-15" }, { "id": "04", "fichier": "04-jours-nuits-comparaison.sql", "question": "Quel écart de jours à 35 °C ou plus et de nuits à plus de 20 °C entre été 2026 et moyenne par été 2016-2025 ?", "tables": [ "public.app_analyse_mesure", "public.commune_ae" ], "millesime": "été 2026 ; moyenne des étés 2016-2025 ; population municipale 2022", "colonnes": [ "repere", "communes", "jours_2026", "jours_2016_2025", "nuits_2026", "nuits_2016_2025" ], "lignes": [ [ "18197", 1, "36.00", "9.40", "20.00", "3.10" ], [ "29019", 1, "3.00", "0.20", "1.00", "0.20" ], [ "38185", 1, "23.00", "5.40", "8.00", "5.10" ], [ "84007", 1, "43.00", "14.60", "55.00", "27.40" ], [ "national_population", 34788, "18.39", "3.90", "20.50", "6.93" ] ], "nb_lignes": 5, "date_requete": "2026-09-15" }, { "id": "05", "fichier": "05-seuils-jours-nuits.sql", "question": "Quels seuils thermiques les identifiants des mesures de jours et de nuits SAFRAN définissent-ils ?", "tables": [ "public.app_analyse_mesure" ], "millesime": "2026", "colonnes": [ "seuil_jours_c", "seuil_nuits_c" ], "lignes": [ [ 35, 20 ] ], "nb_lignes": 1, "date_requete": "2026-09-15" }, { "id": "06", "fichier": "06-serie-nationale-tx.sql", "question": "Quelle est la température maximale moyenne nationale pondérée par la population en 2026, en 2003 et sur la référence 1991-2020, et quel rang prend 2026 ?", "tables": [ "public.app_climat_commune_saison", "public.commune_ae" ], "millesime": "étés 1959-2026 ; référence 1991-2020 ; population municipale 2022", "colonnes": [ "tx_2026_c", "tx_2003_c", "normale_1991_2020_c", "etes_servis", "rang_2026", "annee_comparaison", "reference_debut", "reference_fin" ], "lignes": [ [ "29.83", "28.70", "25.40", 68, 1, 2003, 1991, 2020 ] ], "nb_lignes": 1, "date_requete": "2026-09-15" } ] }