{
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        "titre": "La ville la plus jeune de France est-elle vraiment une ville ?",
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        ],
        "variables": [
            {
                "cle": "population",
                "libelle": "Population municipale",
                "unite": "habitants",
                "source": "Insee, recensement de la population",
                "millesime": "2022",
                "decile_superieur": 287,
                "ensemble": 457,
                "n_renseigne": 3478
            },
            {
                "cle": "densite",
                "libelle": "Densité de population",
                "unite": "habitants/km²",
                "source": "Insee (population) et IGN (surface) — calcul DataFrance",
                "millesime": "2022",
                "decile_superieur": 37.6,
                "ensemble": 43,
                "n_renseigne": 3459
            },
            {
                "cle": "part_residences_secondaires",
                "libelle": "Part de résidences secondaires",
                "unite": "part [0;1]",
                "source": "Insee, recensement — logement",
                "millesime": null,
                "decile_superieur": 0.053901,
                "ensemble": 0.071704,
                "n_renseigne": 3478
            },
            {
                "cle": "niveau_vie_median",
                "libelle": "Niveau de vie médian",
                "unite": "€/an",
                "source": "Insee, Filosofi (MED_SL)",
                "millesime": "2023",
                "decile_superieur": 25030,
                "ensemble": 25780,
                "n_renseigne": 2743
            },
            {
                "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": 1.696775,
                "ensemble": 2.488352,
                "n_renseigne": 3478
            }
        ],
        "repartition_strate": [
            {
                "index": 0,
                "libelle": "moins de 500 habitants",
                "n": 2182,
                "part_ponderee": 0.119553,
                "mediane": 0.11667
            },
            {
                "index": 1,
                "libelle": "500 à 2 000 habitants",
                "n": 533,
                "part_ponderee": 0.119546,
                "mediane": 0.11
            },
            {
                "index": 2,
                "libelle": "2 000 à 5 000 habitants",
                "n": 204,
                "part_ponderee": 0.12245,
                "mediane": 0.110091
            },
            {
                "index": 3,
                "libelle": "5 000 à 10 000 habitants",
                "n": 181,
                "part_ponderee": 0.116669,
                "mediane": 0.112193
            },
            {
                "index": 4,
                "libelle": "10 000 à 20 000 habitants",
                "n": 157,
                "part_ponderee": 0.115668,
                "mediane": 0.112141
            },
            {
                "index": 5,
                "libelle": "20 000 à 100 000 habitants",
                "n": 180,
                "part_ponderee": 0.116072,
                "mediane": 0.11337
            },
            {
                "index": 6,
                "libelle": "100 000 habitants et plus",
                "n": 41,
                "part_ponderee": 0.121614,
                "mediane": 0.121529
            }
        ],
        "repartition_aav": [
            {
                "categorie": "11",
                "libelle": "Commune-centre",
                "n": 213,
                "part_ponderee": 0.12026,
                "mediane": 0.114582
            },
            {
                "categorie": "12",
                "libelle": "Pôle principal",
                "n": 234,
                "part_ponderee": 0.114087,
                "mediane": 0.111992
            },
            {
                "categorie": "13",
                "libelle": "Pôle secondaire",
                "n": 9,
                "part_ponderee": 0.114236,
                "mediane": 0.121693
            },
            {
                "categorie": "20",
                "libelle": "Couronne",
                "n": 2059,
                "part_ponderee": 0.11642,
                "mediane": 0.11354
            },
            {
                "categorie": "30",
                "libelle": "Hors attraction des villes",
                "n": 935,
                "part_ponderee": 0.126871,
                "mediane": 0.116279
            },
            {
                "categorie": "non_matche",
                "libelle": "Hors référentiel des aires d'attraction (arrondissements de Paris, Lyon, Marseille compris)",
                "n": 28,
                "part_ponderee": 0.122723,
                "mediane": 0.123861
            }
        ]
    },
    "temoins": [
        {
            "code": "91235",
            "nom": "Fleury-Mérogis",
            "commentaire": "Fleury-Mérogis — 25,76 % de 18-29 ans sortis des études, 10,05 % encore en études : la commune de tête des 5 000 habitants et plus, maison d'arrêt comprise.",
            "valeur": 0.257634,
            "numerateur": 3559.469608,
            "denominateur": 13816,
            "population": 13816,
            "rang_national": 18,
            "rang_dans_seuil": 1,
            "percentile": 0.999482,
            "strate_index": 4,
            "strate_libelle": "10 000 à 20 000 habitants",
            "mediane_strate": 0.092599,
            "ecart_mediane_strate": 0.165035,
            "aav_categorie": "12",
            "iris_max": {
                "code": "912350103",
                "nom": "Prison et Reste",
                "valeur": 0.297269
            },
            "iris_min": {
                "code": "912350101",
                "nom": "Pavillonnaire",
                "valeur": 0.126746
            }
        },
        {
            "code": "44109",
            "nom": "Nantes",
            "commentaire": "Nantes — 12,79 % sortis des études pour 49,99 % encore en études : une grande ville où un jeune sur deux étudie.",
            "valeur": 0.127935,
            "numerateur": 41587.967123,
            "denominateur": 325070,
            "population": 325070,
            "rang_national": 792,
            "rang_dans_seuil": 80,
            "percentile": 0.977224,
            "strate_index": 6,
            "strate_libelle": "100 000 habitants et plus",
            "mediane_strate": 0.115961,
            "ecart_mediane_strate": 0.011974,
            "aav_categorie": "11",
            "iris_max": {
                "code": "441090106",
                "nom": "Decré-Cathédrale",
                "valeur": 0.20228
            },
            "iris_min": {
                "code": "441090808",
                "nom": "Bourgeonnière-Petit Port",
                "valeur": 0.04591
            }
        },
        {
            "code": "78322",
            "nom": "Jouy-en-Josas",
            "commentaire": "Jouy-en-Josas — 13,93 % sortis des études, 55,46 % encore en études : le campus fait la part, pas l'emploi.",
            "valeur": 0.139278,
            "numerateur": 1112.130844,
            "denominateur": 7985,
            "population": 7985,
            "rang_national": 447,
            "rang_dans_seuil": 28,
            "percentile": 0.987146,
            "strate_index": 3,
            "strate_libelle": "5 000 à 10 000 habitants",
            "mediane_strate": 0.082652,
            "ecart_mediane_strate": 0.056626,
            "aav_categorie": "12",
            "iris_max": {
                "code": "783220103",
                "nom": "HEC-Domaine Saint-Marc",
                "valeur": 0.372192
            },
            "iris_min": {
                "code": "783220105",
                "nom": "Les Metz Pont Colbert",
                "valeur": 0.044718
            }
        },
        {
            "code": "51388",
            "nom": "Mourmelon-le-Grand",
            "commentaire": "Mourmelon-le-Grand — 21,89 % sortis des études, 9,56 % encore en études : commune de garnison, sous le seuil de 5 000 habitants du palmarès.",
            "valeur": 0.218851,
            "numerateur": 1090.75137,
            "denominateur": 4984,
            "population": 4984,
            "rang_national": 31,
            "rang_dans_seuil": null,
            "percentile": 0.999109,
            "strate_index": 2,
            "strate_libelle": "2 000 à 5 000 habitants",
            "mediane_strate": 0.075174,
            "ecart_mediane_strate": 0.143677,
            "aav_categorie": "11",
            "iris_max": null,
            "iris_min": null
        },
        {
            "code": "10216",
            "nom": "Mailly-le-Camp",
            "commentaire": "Mailly-le-Camp — 38,20 % sortis des études, 2,01 % encore en études : la valeur la plus extrême des témoins, sur 2 012 habitants.",
            "valeur": 0.381991,
            "numerateur": 768.565939,
            "denominateur": 2012,
            "population": 2012,
            "rang_national": 8,
            "rang_dans_seuil": null,
            "percentile": 0.99977,
            "strate_index": 2,
            "strate_libelle": "2 000 à 5 000 habitants",
            "mediane_strate": 0.075174,
            "ecart_mediane_strate": 0.306817,
            "aav_categorie": "30",
            "iris_max": null,
            "iris_min": null
        },
        {
            "code": "77449",
            "nom": "Serris",
            "commentaire": "Serris — 14,47 % sortis des études, 28,93 % encore en études : ville neuve de l'est parisien.",
            "valeur": 0.144722,
            "numerateur": 1445.479388,
            "denominateur": 9988,
            "population": 9988,
            "rang_national": 354,
            "rang_dans_seuil": 18,
            "percentile": 0.98982,
            "strate_index": 3,
            "strate_libelle": "5 000 à 10 000 habitants",
            "mediane_strate": 0.082652,
            "ecart_mediane_strate": 0.06207,
            "aav_categorie": "12",
            "iris_max": null,
            "iris_min": null
        },
        {
            "code": "17306",
            "nom": "Royan",
            "commentaire": "Royan — contre-témoin : 6,30 % sortis des études, soit le 9,8ᵉ centile des communes de 5 000 habitants ou plus (rang 214 sur 2 187 en ordre croissant), pas la dernière.",
            "valeur": 0.062983,
            "numerateur": 1216.961573,
            "denominateur": 19322,
            "population": 19322,
            "rang_national": 23006,
            "rang_dans_seuil": 1974,
            "percentile": 0.338414,
            "strate_index": 4,
            "strate_libelle": "10 000 à 20 000 habitants",
            "mediane_strate": 0.092599,
            "ecart_mediane_strate": -0.029616,
            "aav_categorie": "11",
            "iris_max": {
                "code": "173060109",
                "nom": "L'Yeuse",
                "valeur": 0.094218
            },
            "iris_min": {
                "code": "173060102",
                "nom": "Le Chay-Les Gardes",
                "valeur": 0.024475
            }
        }
    ],
    "couverture": {
        "communes_perimetre": 34788,
        "communes_mesurees": 34780,
        "iris_h_source": 15010,
        "iris_h_avec_geometrie": 14410
    },
    "anomalies": {
        "clampes_communes": 0,
        "clampes_iris": 2,
        "communes_fond_sans_source": 8,
        "communes_source_hors_fond": 68,
        "denominateur_nul_communes": 6,
        "denominateur_nul_iris": 143,
        "drom_iris_hors_perimetre": 727,
        "iris_fond_sans_source": 21,
        "iris_source_sans_geometrie": 690,
        "pop_totale_nulle_iris": 143
    },
    "sources": [
        {
            "nom": "Insee, recensement de la population 2022",
            "producteur": "Insee",
            "licence": "Licence Ouverte 2.0",
            "millesime": "2022",
            "url": "https://www.insee.fr/fr/statistiques/8647014"
        },
        {
            "nom": "Fond communal et IRIS DataFrance (référentiel administratif)",
            "producteur": "IGN",
            "licence": "Licence Ouverte 2.0",
            "millesime": "2022",
            "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-communes-jeunes-actifs-sous-le-seuil-du-palmares.sql",
            "question": "Quelles sont les communes de 2 000 à 5 000 habitants où la part des 18-29 ans sortis des études est la plus élevée — celles que le seuil du palmarès (5 000 habitants) écarte ?",
            "tables": [
                "public.commune_ae",
                "public.app_analyse_mesure"
            ],
            "millesime": "2022",
            "colonnes": [
                "code",
                "nom",
                "departement",
                "population",
                "jeunes_hors_etudes",
                "part_18_29_non_scolarises"
            ],
            "lignes": [
                [
                    "68205",
                    "Meyenheim",
                    "68",
                    2017,
                    "876",
                    "0.434096"
                ],
                [
                    "17429",
                    "Soubise",
                    "17",
                    3935,
                    "1583",
                    "0.402287"
                ],
                [
                    "10216",
                    "Mailly-le-Camp",
                    "10",
                    2012,
                    "769",
                    "0.381991"
                ],
                [
                    "12063",
                    "La Cavalerie",
                    "12",
                    2208,
                    "727",
                    "0.329391"
                ],
                [
                    "01027",
                    "Balan",
                    "01",
                    2878,
                    "749",
                    "0.260343"
                ],
                [
                    "55505",
                    "Thierville-sur-Meuse",
                    "55",
                    3168,
                    "705",
                    "0.222431"
                ],
                [
                    "51388",
                    "Mourmelon-le-Grand",
                    "51",
                    4984,
                    "1091",
                    "0.218851"
                ],
                [
                    "18018",
                    "Avord",
                    "18",
                    2908,
                    "626",
                    "0.215261"
                ],
                [
                    "73030",
                    "Barby",
                    "73",
                    3545,
                    "728",
                    "0.205258"
                ],
                [
                    "51559",
                    "Suippes",
                    "51",
                    3898,
                    "797",
                    "0.204464"
                ]
            ],
            "nb_lignes": 10,
            "date_requete": "2026-09-01"
        },
        {
            "id": "02",
            "fichier": "02-petites-communes-les-plus-jeunes-hors-etudes.sql",
            "question": "Quelles sont les communes de 500 à 2 000 habitants où la part des 18-29 ans sortis des études est la plus élevée, et combien de jeunes adultes cela représente-t-il ?",
            "tables": [
                "public.commune_ae",
                "public.app_analyse_mesure"
            ],
            "millesime": "2022",
            "colonnes": [
                "code",
                "nom",
                "departement",
                "population",
                "jeunes_hors_etudes",
                "part_18_29_non_scolarises"
            ],
            "lignes": [
                [
                    "83082",
                    "Montferrat",
                    "83",
                    1720,
                    "823",
                    "0.478488"
                ],
                [
                    "57614",
                    "Saint-Jean-Kourtzerode",
                    "57",
                    674,
                    "307",
                    "0.455214"
                ],
                [
                    "55443",
                    "Rouvres-en-Woëvre",
                    "55",
                    589,
                    "248",
                    "0.421791"
                ],
                [
                    "45046",
                    "Boulay-les-Barres",
                    "45",
                    1061,
                    "439",
                    "0.414146"
                ],
                [
                    "52469",
                    "Semoutiers-Montsaon",
                    "52",
                    723,
                    "266",
                    "0.368288"
                ],
                [
                    "84107",
                    "Saint-Christol",
                    "84",
                    1416,
                    "500",
                    "0.353169"
                ],
                [
                    "27280",
                    "Gauciel",
                    "27",
                    976,
                    "320",
                    "0.327561"
                ],
                [
                    "49140",
                    "Fontevraud-l'Abbaye",
                    "49",
                    1477,
                    "382",
                    "0.258609"
                ],
                [
                    "73307",
                    "Valmeinier",
                    "73",
                    578,
                    "126",
                    "0.217464"
                ],
                [
                    "64549",
                    "Uzein",
                    "64",
                    1320,
                    "258",
                    "0.195455"
                ]
            ],
            "nb_lignes": 10,
            "date_requete": "2026-09-01"
        },
        {
            "id": "03",
            "fichier": "03-miroir-des-retraites.sql",
            "question": "Les communes qui comptent le moins de jeunes sortis des études sont-elles les communes les plus retraitées ? Parmi les 20 communes d'au moins 5 000 habitants où la part des 18-29 ans hors études est la plus basse, combien figurent parmi les 20 où la part des retraités est la plus haute, et quelle est la corrélation entre les deux parts sur l'ensemble des communes d'au moins 5 000 habitants ?",
            "tables": [
                "public.commune_ae",
                "public.app_analyse_mesure"
            ],
            "millesime": "2022",
            "colonnes": [
                "nb_dans_les_deux_palmares",
                "taille_palmares",
                "nb_communes_5000",
                "correlation"
            ],
            "lignes": [
                [
                    8,
                    20,
                    2187,
                    "-0.507"
                ]
            ],
            "nb_lignes": 1,
            "date_requete": "2026-09-01"
        },
        {
            "id": "04",
            "fichier": "04-fleury-merogis-iris-prison.sql",
            "question": "À Fleury-Mérogis, première commune de France de 5 000 habitants ou plus pour la part des 18-29 ans sortis des études, que concentre le quartier de la maison d'arrêt, et quelle est cette part dans chaque IRIS de la commune ?",
            "tables": [
                "public.app_analyse_mesure",
                "public.iris_ae"
            ],
            "millesime": "2022",
            "colonnes": [
                "code",
                "nom",
                "population_totale",
                "jeunes_hors_etudes",
                "part_18_29_non_scolarises",
                "part_du_denominateur_communal"
            ],
            "lignes": [
                [
                    "912350103",
                    "Prison et Reste",
                    "10587",
                    "3147",
                    "0.297269",
                    "0.766282"
                ],
                [
                    "912350102",
                    "H.L.M.",
                    "1648",
                    "212",
                    "0.128585",
                    "0.119260"
                ],
                [
                    "912350101",
                    "Pavillonnaire",
                    "1581",
                    "200",
                    "0.126746",
                    "0.114457"
                ]
            ],
            "nb_lignes": 3,
            "date_requete": "2026-09-01"
        },
        {
            "id": "05",
            "fichier": "05-villes-neuves-et-poles-d-emploi.sql",
            "question": "Dans les villes neuves et les pôles d'emploi qui figuraient parmi les communes les moins retraitées (Val d'Europe, Sénart, Roissy, pays de Gex), quelle est la part des 18-29 ans sortis des études, et où se situe-t-elle par rapport à la médiane des communes de même taille ?",
            "tables": [
                "public.commune_ae",
                "public.app_analyse_mesure"
            ],
            "millesime": "2022",
            "colonnes": [
                "code",
                "nom",
                "departement",
                "population",
                "jeunes_hors_etudes",
                "part_18_29_non_scolarises",
                "mediane_strate"
            ],
            "lignes": [
                [
                    "95527",
                    "Roissy-en-France",
                    "95",
                    2682,
                    "461",
                    "0.171887",
                    "0.075174"
                ],
                [
                    "77449",
                    "Serris",
                    "77",
                    9988,
                    "1445",
                    "0.144722",
                    "0.082652"
                ],
                [
                    "77307",
                    "Montévrain",
                    "77",
                    14847,
                    "2060",
                    "0.138726",
                    "0.092599"
                ],
                [
                    "01354",
                    "Saint-Genis-Pouilly",
                    "01",
                    14584,
                    "1828",
                    "0.125315",
                    "0.092599"
                ],
                [
                    "77268",
                    "Magny-le-Hongre",
                    "77",
                    9058,
                    "1086",
                    "0.119839",
                    "0.082652"
                ],
                [
                    "77058",
                    "Bussy-Saint-Georges",
                    "77",
                    26334,
                    "3148",
                    "0.119545",
                    "0.100170"
                ],
                [
                    "77251",
                    "Lieusaint",
                    "77",
                    14096,
                    "1664",
                    "0.118016",
                    "0.092599"
                ],
                [
                    "77111",
                    "Chessy",
                    "77",
                    7242,
                    "851",
                    "0.117531",
                    "0.082652"
                ],
                [
                    "01160",
                    "Ferney-Voltaire",
                    "01",
                    11530,
                    "1300",
                    "0.112768",
                    "0.092599"
                ],
                [
                    "77018",
                    "Bailly-Romainvilliers",
                    "77",
                    7049,
                    "718",
                    "0.101858",
                    "0.082652"
                ]
            ],
            "nb_lignes": 10,
            "date_requete": "2026-09-01"
        },
        {
            "id": "06",
            "fichier": "06-petites-communes-du-decile-superieur.sql",
            "question": "Parmi les communes du décile supérieur de la part des 18-29 ans sortis des études, combien ont moins de 500 habitants, et combien de jeunes adultes cela représente-t-il en médiane ?",
            "tables": [
                "public.commune_ae",
                "public.app_analyse_mesure"
            ],
            "millesime": "2022",
            "colonnes": [
                "seuil_decile",
                "nb_communes_decile",
                "nb_moins_de_500_hab",
                "population_moyenne_moins_de_500",
                "jeunes_median_moins_de_500"
            ],
            "lignes": [
                [
                    "0.102956",
                    3478,
                    2182,
                    "183",
                    "19"
                ]
            ],
            "nb_lignes": 1,
            "date_requete": "2026-09-01"
        },
        {
            "id": "07",
            "fichier": "07-villes-etudiantes-contre-villes-de-jeunes-actifs.sql",
            "question": "Quelles communes d'au moins 5 000 habitants comptent la plus forte et la plus faible part de 18-29 ans encore en études, et quelle part de jeunes sortis des études leur répond ?",
            "tables": [
                "public.commune_ae",
                "public.app_analyse_mesure"
            ],
            "millesime": "2022",
            "colonnes": [
                "rang",
                "code",
                "nom",
                "departement",
                "population",
                "jeunes_18_29",
                "part_scolarises_18_29",
                "part_18_29_non_scolarises"
            ],
            "lignes": [
                [
                    "le plus en etudes",
                    "83153",
                    "Saint-Mandrier-sur-Mer",
                    "83",
                    6064,
                    "1516",
                    "0.817384",
                    "0.045654"
                ],
                [
                    "le plus en etudes",
                    "2B096",
                    "Corte",
                    "2B",
                    7737,
                    "3157",
                    "0.815024",
                    "0.075483"
                ],
                [
                    "le plus en etudes",
                    "76451",
                    "Mont-Saint-Aignan",
                    "76",
                    20188,
                    "5303",
                    "0.757960",
                    "0.063576"
                ],
                [
                    "le plus en etudes",
                    "63014",
                    "Aubière",
                    "63",
                    10273,
                    "2911",
                    "0.747846",
                    "0.071452"
                ],
                [
                    "le plus en etudes",
                    "91272",
                    "Gif-sur-Yvette",
                    "91",
                    22578,
                    "4509",
                    "0.729126",
                    "0.054092"
                ],
                [
                    "le moins en etudes",
                    "24294",
                    "Montpon-Ménestérol",
                    "24",
                    5845,
                    "499",
                    "0.105966",
                    "0.076332"
                ],
                [
                    "le moins en etudes",
                    "80685",
                    "Roye",
                    "80",
                    5748,
                    "766",
                    "0.100862",
                    "0.119873"
                ],
                [
                    "le moins en etudes",
                    "91235",
                    "Fleury-Mérogis",
                    "91",
                    13816,
                    "3957",
                    "0.100498",
                    "0.257634"
                ],
                [
                    "le moins en etudes",
                    "25578",
                    "Valdahon",
                    "25",
                    5715,
                    "1223",
                    "0.099755",
                    "0.192651"
                ],
                [
                    "le moins en etudes",
                    "2B050",
                    "Calvi",
                    "2B",
                    5720,
                    "1121",
                    "0.054952",
                    "0.185130"
                ]
            ],
            "nb_lignes": 10,
            "date_requete": "2026-09-01"
        }
    ]
}