{"id":"79c03645-baad-410f-82c4-8021394abb18","type":"API","name":"Effectifs d’élèves  par collège – octobre 2022 - GPS","slug":"effectifs-deleves-par-college-octobre-2022-gps","description":"Effectifs d’élèves par niveau, sexe, langues vivantes 1 et 2 les plus fréquentes, par collège – Date d’observation au début du mois d’octobre chaque année Source : DEPP, Ministère de l’Éducation Nationale, de la Jeunesse et des Sports Champ : établissements publics et privés sous contrat, métropo...","free_access_class":"FREE_NO_AUTH","auth_type":"NONE","homepage_url":"https://data.grandparissud.fr/explore/dataset/effectifs-d-eleves-par-college-octobre-2022-gps/","docs_url":"https://data.grandparissud.fr/explore/dataset/effectifs-d-eleves-par-college-octobre-2022-gps/","repo_url":null,"status":"ACTIVE","verification_state":"VERIFIED","tags":["education"],"logo_url":"https://data.grandparissud.fr/assets/favicon?tstamp=153675595372","primary_source_url":"https://data.grandparissud.fr/explore/dataset/effectifs-d-eleves-par-college-octobre-2022-gps/","extraction_confidence":"0.00","created_at":"2026-07-25T12:15:03.975Z","updated_at":"2026-10-22T05:08:59.395Z","last_verified_at":"2026-10-22T04:56:42.553Z","deprecated_at":null,"ranking_score":56,"last_ranked_at":"2026-10-12T17:04:41.686Z","last_seen_at":null,"last_validated_at":null,"last_uptime_at":"2026-10-14T03:04:06.152Z","popularity_score":"0.0000","maintenance_score":"0.7000","institution_id":"5b86827e-a848-4295-b242-91ac4e71dc2b","institution_type":"GOVERNMENT","country_code":"FR","official_confidence":0,"proof_summary":"Confidence: 0%","source_seed_url":null,"is_public_sector":true,"published_at":"2026-07-26T12:28:00.000Z","geographic_scope":"NATIONAL","name_en":"Student headcounts by middle school – October 2022 - GPS","description_en":"Provides student headcount figures by middle school (collège) within the Grand Paris Sud territory, broken down by grade level, sex, and the most frequently taught first and second foreign languages. Figures are observed at the start of October each year. The source is DEPP, part of the French Ministry of National Education, Youth and Sports, covering public and private contracted institutions in metropolitan France. The dataset is published as an open API via the Grand Paris Sud data portal and can be used for educational planning, demographic analysis, and monitoring language-teaching provision at the local level.","native_lang":"fr","access_level":"direct","formats":["CSV"],"capability_tier":"live","trust_score":44.25,"merged_into_entry_id":null,"identity_key":"API|https://data.grandparissud.fr/explore/dataset/effectifs-d-eleves-par-college-octobre-2022-gps|effectifs d’élèves par collège – octobre 2022 - gps","upstream_ref":"data.grandparissud.fr:dataset:effectifs-d-eleves-par-college-octobre-2022-gps","content_changed_at":"2026-10-12T16:58:04.069Z","institution":null,"title_qualifier":null,"access":{"level":"direct","primary":{"kind":"download","label":"Export CSV","method":"GET","url":"https://data.grandparissud.fr/api/explore/v2.1/catalog/datasets/effectifs-d-eleves-par-college-octobre-2022-gps/exports/csv","format":"CSV","source":"query_example","runnable":true,"direct":true},"actions":[{"kind":"download","label":"Export CSV","method":"GET","url":"https://data.grandparissud.fr/api/explore/v2.1/catalog/datasets/effectifs-d-eleves-par-college-octobre-2022-gps/exports/csv","format":"CSV","source":"query_example","runnable":true,"direct":true},{"kind":"query","label":"List records","method":"GET","url":"https://data.grandparissud.fr/api/explore/v2.1/catalog/datasets/effectifs-d-eleves-par-college-octobre-2022-gps/records?limit=20","source":"query_example","runnable":true,"direct":true},{"kind":"query","label":"Select & filter","method":"GET","url":"https://data.grandparissud.fr/api/explore/v2.1/catalog/datasets/effectifs-d-eleves-par-college-octobre-2022-gps/records?select=academie%2Ccommune%2Cdenomination_principale&where=academie+is+not+null&limit=20","source":"query_example","runnable":true,"direct":true},{"kind":"query","label":"Run verified request","method":"GET","url":"https://data.grandparissud.fr/api/explore/v2.1/catalog/datasets/effectifs-d-eleves-par-college-octobre-2022-gps","source":"probe","runnable":true},{"kind":"landing","label":"Read the docs","method":"GET","url":"https://data.grandparissud.fr/explore/dataset/effectifs-d-eleves-par-college-octobre-2022-gps/","source":"docs","runnable":false}],"formats":["CSV"]},"maturity":{"entry_id":"79c03645-baad-410f-82c4-8021394abb18","granularity":"entry","granularity_label":"One unit = one catalog entry. A PROXY for the SCOPE.md §4 ladder, which governs source families, not entries: a family with 400 entries moves this reading 400 times as much as a family with one. Never compare or combine with the source_family reading.","level":"executable","level_index":4,"level_label":"Executable","meaning":"Queries run through Commodity","counts_as_coverage":true,"blocked_by":null,"rungs":[{"level":"discovered","level_index":1,"label":"Discovered","meaning":"Source and metadata recorded","evidence":"membership of the named population the ladder is taken over","counts_as_coverage":false,"met":true,"reached":true,"criterion":"TRUE"},{"level":"verified","level_index":2,"label":"Verified","meaning":"Access tested successfully","evidence":"entries.verification_state = 'VERIFIED'","counts_as_coverage":false,"met":true,"reached":true,"criterion":"entries.verification_state = 'VERIFIED'"},{"level":"profiled","level_index":3,"label":"Profiled","meaning":"Schema, dimensions and licence understood","evidence":"a data profile with at least one field (entry_data_profiles.field_count > 0)","counts_as_coverage":false,"met":true,"reached":true,"criterion":"EXISTS (SELECT 1 FROM entry_data_profiles p WHERE p.entry_id = entries.id AND COALESCE(p.field_count, 0) > 0)"},{"level":"executable","level_index":4,"label":"Executable","meaning":"Queries run through Commodity","evidence":"entries.capability_tier = 'live' — today's proxy for \"queryable through us\"","counts_as_coverage":true,"met":true,"reached":true,"criterion":"entries.capability_tier = 'live'"},{"level":"joinable","level_index":5,"label":"Joinable","meaning":"Canonical identifiers and concepts mapped","evidence":"a field link to a canonical identifier whose sampled VALUES match its format","counts_as_coverage":true,"met":false,"reached":false,"criterion":"EXISTS (SELECT 1 FROM entry_field_links efl WHERE efl.entry_id = entries.id AND efl.identifier_id IS NOT NULL AND efl.value_status = 'match')"},{"level":"reproducible","level_index":6,"label":"Reproducible","meaning":"Snapshots and transformation evidence retained","evidence":"at least one retained evidence manifest (migration 078)","counts_as_coverage":true,"met":false,"reached":false,"criterion":"EXISTS (SELECT 1 FROM evidence_manifests em WHERE em.entry_id = entries.id)"},{"level":"guaranteed","level_index":7,"label":"Guaranteed","meaning":"Monitored against an operational reliability target","evidence":"an active reliability target with a named monitor (migration 096)","counts_as_coverage":true,"met":false,"reached":false,"criterion":"EXISTS (SELECT 1 FROM entry_reliability_targets rt WHERE rt.entry_id = entries.id AND rt.is_active = true)"}],"officialness":{"basis":"catalog_inherited","label":"Inherited from the upstream catalog: this item came from a trusted official government catalog, and that provenance — not per-item proof — is the warrant. Its own proof score is below 80 or it matched no registered institution (apps/worker/src/connectors/catalog/qualify-store.ts).","proof_confidence":0,"proven_threshold":80,"institution_id":"5b86827e-a848-4295-b242-91ac4e71dc2b","definition":"CASE WHEN COALESCE(entries.is_public_sector, false) IS NOT TRUE THEN 'not_official' WHEN COALESCE(entries.official_confidence, 0) >= 80 AND entries.institution_id IS NOT NULL THEN 'per_item_proven' ELSE 'catalog_inherited' END"},"source_family":{"key":"data.grandparissud.fr","label":"One unit = one source family, approximated by the serving host of the entry's primary source URL (e.g. bdl.stat.gov.pl). A COMPUTED stand-in for the curated families of SCOPE.md §5, which no table holds yet. A family sits at the highest level any of its entries has reached, because a family is integrated to the depth of its deepest working integration. Never compare or combine with the entry reading."},"generated_at":"2026-10-24T04:11:39.697Z"},"api_details":{"id":"abc1d73f-05d1-4eb2-85ac-abc48e44d1d9","entry_id":"79c03645-baad-410f-82c4-8021394abb18","base_url":"https://data.grandparissud.fr/api/explore/v2.1/catalog/datasets/effectifs-d-eleves-par-college-octobre-2022-gps","openapi_url":null,"graphql_url":null,"api_version":null,"spec_format":null,"endpoints_count":null,"endpoints":[],"rate_limit_info":null,"free_tier_limits":null,"ping_url":"https://data.grandparissud.fr/api/explore/v2.1/catalog/datasets/effectifs-d-eleves-par-college-octobre-2022-gps","created_at":"2026-07-25T12:15:04.139Z","updated_at":"2026-07-25T12:15:04.139Z"},"dataset_details":{"id":"6f5bd181-57da-465c-8e6c-c207bc69f67d","entry_id":"79c03645-baad-410f-82c4-8021394abb18","upstream_issued":null,"upstream_modified":"2023-02-07T12:02:55.000Z","themes":[],"update_frequency":null,"temporal_start":null,"temporal_end":null,"spatial_coverage":null,"landing_page":null,"license_id":null,"license_raw":null,"has_documentation":false,"has_data_dictionary":false,"has_versioning":false,"source_portal":"opendatasoft","source_portal_url":"https://data.grandparissud.fr","created_at":"2026-07-25T12:29:00.158Z","updated_at":"2026-10-20T17:23:02.868Z","publisher":null,"publisher_url":null,"distributions":[],"license":null},"license":null,"reuse":{"license_id":null,"license_name":null,"license_url":null,"commercial_use":{"status":"unknown","value":null},"redistribution":{"status":"unknown","value":null},"attribution_required":{"status":"unknown","value":null},"share_alike":{"status":"unknown","value":null},"personal_data_warning":{"status":"unknown","value":null},"cache_and_mirror":{"status":"unknown","value":null},"undetermined":["commercial_use","redistribution","attribution_required","share_alike","personal_data_warning","cache_and_mirror"],"basis":"unverified","confidence":0.1,"confidence_tier":"low","source_text":null,"source_url":null,"reviewed_at":null},"license_raw":null,"latest_check":{"id":"3e5bf262-dcf5-45ab-9f3e-8854bc5f5181","entry_id":"79c03645-baad-410f-82c4-8021394abb18","status":"VERIFIED","last_checked_at":"2026-10-22T04:56:42.305Z","p50_latency_ms":892,"p95_latency_ms":null,"last_error":null,"consecutive_failures":0,"created_at":"2026-07-28T09:44:26.878Z","updated_at":"2026-10-22T04:56:42.305Z","consecutive_successes":24,"probe_url":"https://data.grandparissud.fr/api/explore/v2.1/catalog/datasets/effectifs-d-eleves-par-college-octobre-2022-gps","probe_method":"GET","probe_http_status":200,"probe_content_type":"application/json; charset=utf-8","probe_succeeded_at":"2026-10-22T04:56:42.305Z"},"data_profile":{"id":"8e7b1e9f-2fc5-4a63-849d-b8a05df3cbc5","entry_id":"79c03645-baad-410f-82c4-8021394abb18","profile_source":"opendatasoft","profile_kind":"dataset","dataset_id":"effectifs-d-eleves-par-college-octobre-2022-gps","fields":[{"name":"academie","type":"text","label":"Académie","fill_pct":100,"filterable":true,"description":null,"description_en":"Name of the French education authority (académie)."},{"name":"commune","type":"text","label":null,"fill_pct":100,"filterable":true,"description":null,"description_en":"Name of the municipality where the school is located."},{"name":"denomination_principale","type":"text","label":"Dénomination principale","fill_pct":100,"filterable":true,"description":null,"description_en":"Main type designation of the institution (e.g. collège)."},{"name":"patronyme","type":"text","label":null,"fill_pct":100,"filterable":true,"description":null,"description_en":"Name of the school."},{"name":"departement","type":"text","label":"Département","fill_pct":100,"filterable":true,"description":null,"description_en":"Name of the French department where the school is located."},{"name":"nombre_d_eleves_total_nombre_d_eleves_dans_les_formations_du_1er_cycle_du_2nd_degre_et_non_du_nombre","type":"int","label":"Nombre d'élèves total (nombre d'élèves dans les formations du 1er cycle du 2nd degré et non du nombre total d'élèves inscrits dans l'établissement, les DIMA et les dispositifs-relais sont exclus)","fill_pct":100,"filterable":true,"description":null,"description_en":"Total number of students in lower secondary (1st cycle) programs, excluding DIMA and relief schemes."},{"name":"nombre_d_eleves_total_segpa","type":"int","label":"Nombre d'élèves total Segpa","fill_pct":100,"filterable":true,"description":null,"description_en":"Total number of students enrolled in Segpa (adapted education) sections."},{"name":"nombre_d_eleves_total_ulis","type":"int","label":"Nombre d'élèves total ULIS","fill_pct":100,"filterable":true,"description":null,"description_en":"Total number of students enrolled in ULIS (inclusion) units."},{"name":"nombre_d_eleves_total_hors_segpa_hors_ulis","type":"int","label":"Nombre d'élèves total hors Segpa hors ULIS","fill_pct":100,"filterable":true,"description":null,"description_en":"Total number of students excluding Segpa and ULIS sections."},{"name":"nombre_de_3emes_lv1_allemand","type":"int","label":"Nombre de 3èmes LV1 allemand","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 3rd-year students taking German as first foreign language."},{"name":"nombre_de_3emes_lv1_anglais","type":"int","label":"Nombre de 3èmes LV1 anglais","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 3rd-year students taking English as first foreign language."},{"name":"nombre_de_3emes_lv1_autres_langues","type":"int","label":"Nombre de 3èmes LV1 autres langues","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 3rd-year students taking another language as first foreign language."},{"name":"nombre_de_3emes_lv1_espagnol","type":"int","label":"Nombre de 3èmes LV1 espagnol","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 3rd-year students taking Spanish as first foreign language."},{"name":"nombre_de_3emes_lv2_allemand","type":"int","label":"Nombre de 3èmes LV2 allemand","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 3rd-year students taking German as second foreign language."},{"name":"nombre_de_3emes_lv2_anglais","type":"int","label":"Nombre de 3èmes LV2 anglais","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 3rd-year students taking English as second foreign language."},{"name":"nombre_de_3emes_lv2_autres_langues","type":"int","label":"Nombre de 3èmes LV2 autres langues","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 3rd-year students taking another language as second foreign language."},{"name":"nombre_de_3emes_lv2_espagnol","type":"int","label":"Nombre de 3èmes LV2 espagnol","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 3rd-year students taking Spanish as second foreign language."},{"name":"nombre_de_3emes_lv2_italien","type":"int","label":"Nombre de 3èmes LV2 italien","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 3rd-year students taking Italian as second foreign language."},{"name":"nombre_de_3emes_segpa","type":"int","label":"Nombre de 3èmes Segpa","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 3rd-year students enrolled in Segpa sections."},{"name":"nombre_de_3emes_ulis","type":"int","label":"Nombre de 3èmes ULIS","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 3rd-year students enrolled in ULIS units."},{"name":"nombre_de_3emes_filles","type":"int","label":"Nombre de 3èmes filles","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of female students in 3rd year."},{"name":"nombre_de_3emes_garcons","type":"int","label":"Nombre de 3èmes garçons","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of male students in 3rd year."},{"name":"nombre_de_3emes_hors_segpa_hors_ulis","type":"int","label":"Nombre de 3èmes hors Segpa hors ULIS","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 3rd-year students excluding Segpa and ULIS sections."},{"name":"nombre_de_4emes_lv1_allemand","type":"int","label":"Nombre de 4èmes LV1 allemand","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 4th-year students taking German as first foreign language."},{"name":"nombre_de_4emes_lv1_anglais","type":"int","label":"Nombre de 4èmes LV1 anglais","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 4th-year students taking English as first foreign language."},{"name":"nombre_de_4emes_lv1_autres_langues","type":"int","label":"Nombre de 4èmes LV1 autres langues","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 4th-year students taking another language as first foreign language."},{"name":"nombre_de_4emes_lv1_espagnol","type":"int","label":"Nombre de 4èmes LV1 espagnol","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 4th-year students taking Spanish as first foreign language."},{"name":"nombre_de_4emes_lv2_allemand","type":"int","label":"Nombre de 4èmes LV2 allemand","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 4th-year students taking German as second foreign language."},{"name":"nombre_de_4emes_lv2_anglais","type":"int","label":"Nombre de 4èmes LV2 anglais","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 4th-year students taking English as second foreign language."},{"name":"nombre_de_4emes_lv2_autres_langues","type":"int","label":"Nombre de 4èmes LV2 autres langues","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 4th-year students taking another language as second foreign language."},{"name":"nombre_de_4emes_lv2_espagnol","type":"int","label":"Nombre de 4èmes LV2 espagnol","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 4th-year students taking Spanish as second foreign language."},{"name":"nombre_de_4emes_lv2_italien","type":"int","label":"Nombre de 4èmes LV2 italien","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 4th-year students taking Italian as second foreign language."},{"name":"nombre_de_4emes_segpa","type":"int","label":"Nombre de 4èmes Segpa","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 4th-year students enrolled in Segpa sections."},{"name":"nombre_de_4emes_ulis","type":"int","label":"Nombre de 4èmes ULIS","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 4th-year students enrolled in ULIS units."},{"name":"nombre_de_4emes_filles","type":"int","label":"Nombre de 4èmes filles","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of female students in 4th year."},{"name":"nombre_de_4emes_garcons","type":"int","label":"Nombre de 4èmes garçons","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of male students in 4th year."},{"name":"nombre_de_4emes_hors_segpa_hors_ulis","type":"int","label":"Nombre de 4èmes hors Segpa hors ULIS","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 4th-year students excluding Segpa and ULIS sections."},{"name":"nombre_de_5emes_lv1_allemand","type":"int","label":"Nombre de 5èmes LV1 allemand","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 5th-year students taking German as first foreign language."},{"name":"nombre_de_5emes_lv1_anglais","type":"int","label":"Nombre de 5èmes LV1 anglais","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 5th-year students taking English as first foreign language."},{"name":"nombre_de_5emes_lv1_autres_langues","type":"int","label":"Nombre de 5èmes LV1 autres langues","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 5th-year students taking another language as first foreign language."},{"name":"nombre_de_5emes_lv1_espagnol","type":"int","label":"Nombre de 5èmes LV1 espagnol","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 5th-year students taking Spanish as first foreign language."},{"name":"nombre_de_5emes_lv2_allemand","type":"int","label":"Nombre de 5èmes LV2 allemand","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 5th-year students taking German as second foreign language."},{"name":"nombre_de_5emes_lv2_anglais","type":"int","label":"Nombre de 5èmes LV2 anglais","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 5th-year students taking English as second foreign language."},{"name":"nombre_de_5emes_lv2_autres_langues","type":"int","label":"Nombre de 5èmes LV2 autres langues","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 5th-year students taking another language as second foreign language."},{"name":"nombre_de_5emes_lv2_espagnol","type":"int","label":"Nombre de 5èmes LV2 espagnol","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 5th-year students taking Spanish as second foreign language."},{"name":"nombre_de_5emes_lv2_italien","type":"int","label":"Nombre de 5èmes LV2 italien","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 5th-year students taking Italian as second foreign language."},{"name":"nombre_de_5emes_segpa","type":"int","label":"Nombre de 5èmes Segpa","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 5th-year students enrolled in Segpa sections."},{"name":"nombre_de_5emes_ulis","type":"int","label":"Nombre de 5èmes ULIS","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 5th-year students enrolled in ULIS units."},{"name":"nombre_de_5emes_filles","type":"int","label":"Nombre de 5èmes filles","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of female students in 5th year."},{"name":"nombre_de_5emes_garcons","type":"int","label":"Nombre de 5èmes garçons","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of male students in 5th year."},{"name":"nombre_de_5emes_hors_segpa_hors_ulis","type":"int","label":"Nombre de 5èmes hors Segpa hors ULIS","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 5th-year students excluding Segpa and ULIS sections."},{"name":"nombre_de_6emes_lv1_allemand","type":"int","label":"Nombre de 6èmes LV1 allemand","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 6th-year students taking German as first foreign language."},{"name":"nombre_de_6emes_lv1_anglais","type":"int","label":"Nombre de 6èmes LV1 anglais","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 6th-year students taking English as first foreign language."},{"name":"nombre_de_6emes_lv1_autres_langues","type":"int","label":"Nombre de 6èmes LV1 autres langues","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 6th-year students taking another language as first foreign language."},{"name":"nombre_de_6emes_lv1_espagnol","type":"int","label":"Nombre de 6èmes LV1 espagnol","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 6th-year students taking Spanish as first foreign language."},{"name":"nombre_de_6emes_lv2_allemand","type":"int","label":"Nombre de 6èmes LV2 allemand","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 6th-year students taking German as second foreign language."},{"name":"nombre_de_6emes_lv2_anglais","type":"int","label":"Nombre de 6èmes LV2 anglais","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 6th-year students taking English as second foreign language."},{"name":"nombre_de_6emes_lv2_autres_langues","type":"int","label":"Nombre de 6èmes LV2 autres langues","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 6th-year students taking another language as second foreign language."},{"name":"nombre_de_6emes_lv2_espagnol","type":"int","label":"Nombre de 6èmes LV2 espagnol","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 6th-year students taking Spanish as second foreign language."},{"name":"nombre_de_6emes_lv2_italien","type":"int","label":"Nombre de 6èmes LV2 italien","fill_pct":100,"filterable":true,"description":null,"description_en":"Number of 6th-year students taking Italian as second foreign language."},{"name":"nombre_de_6emes_segpa","type":"int","label":"Nombre de 6èmes Segpa","filterable":true,"description":null,"description_en":"Number of 6th-year students enrolled in Segpa sections."},{"name":"nombre_de_6emes_ulis","type":"int","label":"Nombre de 6èmes ULIS","filterable":true,"description":null,"description_en":"Number of 6th-year students enrolled in ULIS units."},{"name":"nombre_de_6emes_filles","type":"int","label":"Nombre de 6èmes filles","filterable":true,"description":null,"description_en":"Number of female students in 6th year."},{"name":"nombre_de_6emes_garcons","type":"int","label":"Nombre de 6èmes garçons","filterable":true,"description":null,"description_en":"Number of male students in 6th year."},{"name":"nombre_de_6emes_hors_segpa_hors_ulis","type":"double","label":"Nombre de 6èmes hors Segpa hors ULIS","filterable":true,"description":null,"description_en":"Number of 6th-year students excluding Segpa and ULIS sections."},{"name":"nombre_total_de_3emes","type":"int","label":"Nombre total de 3èmes","filterable":true,"description":null,"description_en":"Total number of students in 3rd year."},{"name":"nombre_total_de_4emes","type":"int","label":"Nombre total de 4èmes","filterable":true,"description":null,"description_en":"Total number of students in 4th year."},{"name":"nombre_total_de_5emes","type":"int","label":"Nombre total de 5èmes","filterable":true,"description":null,"description_en":"Total number of students in 5th year."},{"name":"nombre_total_de_6emes","type":"int","label":"Nombre total de 6èmes","filterable":true,"description":null,"description_en":"Total number of students in 6th year."},{"name":"numero_du_college","type":"text","label":"Numéro du collège","filterable":true,"description":null,"description_en":"Official identification number (UAI) of the school."},{"name":"rep","type":"int","label":null,"filterable":true,"description":null,"description_en":"Indicates whether the school belongs to a priority education network (REP)."},{"name":"rep0","type":"int","label":"REP +","filterable":true,"description":null,"description_en":"Indicates whether the school belongs to a reinforced priority education network (REP+)."},{"name":"secteur","type":"text","label":null,"filterable":true,"description":null,"description_en":"Indicates whether the school is public or private."}],"field_count":73,"sample_records":[{"rep":0,"rep0":1,"commune":"CORBEIL-ESSONNES","secteur":"PUBLIC","academie":"VERSAILLES","patronyme":"LOUISE MICHEL","departement":"ESSONNE","numero_du_college":"0911024U","nombre_de_3emes_ulis":1,"nombre_de_4emes_ulis":2,"nombre_de_5emes_ulis":5,"nombre_de_6emes_ulis":1,"nombre_de_3emes_segpa":0,"nombre_de_4emes_segpa":0,"nombre_de_5emes_segpa":0,"nombre_de_6emes_segpa":0,"nombre_total_de_3emes":137,"nombre_total_de_4emes":141,"nombre_total_de_5emes":141,"nombre_total_de_6emes":144,"nombre_de_3emes_filles":66,"nombre_de_4emes_filles":70,"nombre_de_5emes_filles":77,"nombre_de_6emes_filles":78,"denomination_principale":"COLLEGE","nombre_de_3emes_garcons":71,"nombre_de_4emes_garcons":71,"nombre_de_5emes_garcons":64,"nombre_de_6emes_garcons":66,"nombre_d_eleves_total_ulis":9,"nombre_d_eleves_total_segpa":0,"nombre_de_3emes_lv1_anglais":137,"nombre_de_3emes_lv2_anglais":0,"nombre_de_3emes_lv2_italien":0,"nombre_de_4emes_lv1_anglais":141,"nombre_de_4emes_lv2_anglais":0,"nombre_de_4emes_lv2_italien":0,"nombre_de_5emes_lv1_anglais":141,"nombre_de_5emes_lv2_anglais":0,"nombre_de_5emes_lv2_italien":0,"nombre_de_6emes_lv1_anglais":144,"nombre_de_6emes_lv2_anglais":0,"nombre_de_6emes_lv2_italien":0,"nombre_de_3emes_lv1_allemand":0,"nombre_de_3emes_lv1_espagnol":0,"nombre_de_3emes_lv2_allemand":0,"nombre_de_3emes_lv2_espagnol":137,"nombre_de_4emes_lv1_allemand":0,"nombre_de_4emes_lv1_espagnol":0,"nombre_de_4emes_lv2_allemand":0,"nombre_de_4emes_lv2_espagnol":141,"nombre_de_5emes_lv1_allemand":0,"nombre_de_5emes_lv1_espagnol":0,"nombre_de_5emes_lv2_allemand":0,"nombre_de_5emes_lv2_espagnol":141,"nombre_de_6emes_lv1_allemand":0,"nombre_de_6emes_lv1_espagnol":0,"nombre_de_6emes_lv2_allemand":0,"nombre_de_6emes_lv2_espagnol":0,"nombre_de_3emes_lv1_autres_langues":0,"nombre_de_3emes_lv2_autres_langues":0,"nombre_de_4emes_lv1_autres_langues":0,"nombre_de_4emes_lv2_autres_langues":0,"nombre_de_5emes_lv1_autres_langues":0,"nombre_de_5emes_lv2_autres_langues":0,"nombre_de_6emes_lv1_autres_langues":0,"nombre_de_6emes_lv2_autres_langues":0,"nombre_de_3emes_hors_segpa_hors_ulis":136,"nombre_de_4emes_hors_segpa_hors_ulis":139,"nombre_de_5emes_hors_segpa_hors_ulis":136,"nombre_de_6emes_hors_segpa_hors_ulis":143,"nombre_d_eleves_total_hors_segpa_hors_ulis":554,"nombre_d_eleves_total_nombre_d_eleves_dans_les_formations_du_1er_cycle_du_2nd_degre_et_non_du_nombre":563},{"rep":1,"rep0":0,"commune":"EVRY-COURCOURONNES","secteur":"PUBLIC","academie":"VERSAILLES","patronyme":"PAUL ELUARD","departement":"ESSONNE","numero_du_college":"0911865H","nombre_de_3emes_ulis":2,"nombre_de_4emes_ulis":3,"nombre_de_5emes_ulis":5,"nombre_de_6emes_ulis":3,"nombre_de_3emes_segpa":0,"nombre_de_4emes_segpa":0,"nombre_de_5emes_segpa":0,"nombre_de_6emes_segpa":0,"nombre_total_de_3emes":161,"nombre_total_de_4emes":139,"nombre_total_de_5emes":133,"nombre_total_de_6emes":165,"nombre_de_3emes_filles":77,"nombre_de_4emes_filles":72,"nombre_de_5emes_filles":59,"nombre_de_6emes_filles":90,"denomination_principale":"COLLEGE","nombre_de_3emes_garcons":84,"nombre_de_4emes_garcons":67,"nombre_de_5emes_garcons":74,"nombre_de_6emes_garcons":75,"nombre_d_eleves_total_ulis":13,"nombre_d_eleves_total_segpa":0,"nombre_de_3emes_lv1_anglais":161,"nombre_de_3emes_lv2_anglais":0,"nombre_de_3emes_lv2_italien":0,"nombre_de_4emes_lv1_anglais":139,"nombre_de_4emes_lv2_anglais":0,"nombre_de_4emes_lv2_italien":0,"nombre_de_5emes_lv1_anglais":133,"nombre_de_5emes_lv2_anglais":0,"nombre_de_5emes_lv2_italien":0,"nombre_de_6emes_lv1_anglais":165,"nombre_de_6emes_lv2_anglais":0,"nombre_de_6emes_lv2_italien":0,"nombre_de_3emes_lv1_allemand":0,"nombre_de_3emes_lv1_espagnol":0,"nombre_de_3emes_lv2_allemand":21,"nombre_de_3emes_lv2_espagnol":134,"nombre_de_4emes_lv1_allemand":0,"nombre_de_4emes_lv1_espagnol":0,"nombre_de_4emes_lv2_allemand":16,"nombre_de_4emes_lv2_espagnol":117,"nombre_de_5emes_lv1_allemand":0,"nombre_de_5emes_lv1_espagnol":0,"nombre_de_5emes_lv2_allemand":9,"nombre_de_5emes_lv2_espagnol":117,"nombre_de_6emes_lv1_allemand":0,"nombre_de_6emes_lv1_espagnol":0,"nombre_de_6emes_lv2_allemand":21,"nombre_de_6emes_lv2_espagnol":0,"nombre_de_3emes_lv1_autres_langues":6,"nombre_de_3emes_lv2_autres_langues":6,"nombre_de_4emes_lv1_autres_langues":6,"nombre_de_4emes_lv2_autres_langues":6,"nombre_de_5emes_lv1_autres_langues":0,"nombre_de_5emes_lv2_autres_langues":7,"nombre_de_6emes_lv1_autres_langues":0,"nombre_de_6emes_lv2_autres_langues":0,"nombre_de_3emes_hors_segpa_hors_ulis":159,"nombre_de_4emes_hors_segpa_hors_ulis":136,"nombre_de_5emes_hors_segpa_hors_ulis":128,"nombre_de_6emes_hors_segpa_hors_ulis":162,"nombre_d_eleves_total_hors_segpa_hors_ulis":585,"nombre_d_eleves_total_nombre_d_eleves_dans_les_formations_du_1er_cycle_du_2nd_degre_et_non_du_nombre":598},{"rep":0,"rep0":1,"commune":"GRIGNY","secteur":"PUBLIC","academie":"VERSAILLES","patronyme":"PABLO NERUDA","departement":"ESSONNE","numero_du_college":"0911253T","nombre_de_3emes_ulis":0,"nombre_de_4emes_ulis":4,"nombre_de_5emes_ulis":7,"nombre_de_6emes_ulis":1,"nombre_de_3emes_segpa":0,"nombre_de_4emes_segpa":0,"nombre_de_5emes_segpa":0,"nombre_de_6emes_segpa":0,"nombre_total_de_3emes":155,"nombre_total_de_4emes":175,"nombre_total_de_5emes":142,"nombre_total_de_6emes":155,"nombre_de_3emes_filles":85,"nombre_de_4emes_filles":86,"nombre_de_5emes_filles":78,"nombre_de_6emes_filles":80,"denomination_principale":"COLLEGE","nombre_de_3emes_garcons":70,"nombre_de_4emes_garcons":89,"nombre_de_5emes_garcons":64,"nombre_de_6emes_garcons":75,"nombre_d_eleves_total_ulis":12,"nombre_d_eleves_total_segpa":0,"nombre_de_3emes_lv1_anglais":155,"nombre_de_3emes_lv2_anglais":0,"nombre_de_3emes_lv2_italien":0,"nombre_de_4emes_lv1_anglais":175,"nombre_de_4emes_lv2_anglais":0,"nombre_de_4emes_lv2_italien":0,"nombre_de_5emes_lv1_anglais":142,"nombre_de_5emes_lv2_anglais":0,"nombre_de_5emes_lv2_italien":0,"nombre_de_6emes_lv1_anglais":155,"nombre_de_6emes_lv2_anglais":0,"nombre_de_6emes_lv2_italien":0,"nombre_de_3emes_lv1_allemand":0,"nombre_de_3emes_lv1_espagnol":0,"nombre_de_3emes_lv2_allemand":21,"nombre_de_3emes_lv2_espagnol":134,"nombre_de_4emes_lv1_allemand":0,"nombre_de_4emes_lv1_espagnol":0,"nombre_de_4emes_lv2_allemand":17,"nombre_de_4emes_lv2_espagnol":158,"nombre_de_5emes_lv1_allemand":0,"nombre_de_5emes_lv1_espagnol":0,"nombre_de_5emes_lv2_allemand":14,"nombre_de_5emes_lv2_espagnol":128,"nombre_de_6emes_lv1_allemand":0,"nombre_de_6emes_lv1_espagnol":0,"nombre_de_6emes_lv2_allemand":0,"nombre_de_6emes_lv2_espagnol":0,"nombre_de_3emes_lv1_autres_langues":0,"nombre_de_3emes_lv2_autres_langues":0,"nombre_de_4emes_lv1_autres_langues":0,"nombre_de_4emes_lv2_autres_langues":0,"nombre_de_5emes_lv1_autres_langues":0,"nombre_de_5emes_lv2_autres_langues":0,"nombre_de_6emes_lv1_autres_langues":0,"nombre_de_6emes_lv2_autres_langues":0,"nombre_de_3emes_hors_segpa_hors_ulis":155,"nombre_de_4emes_hors_segpa_hors_ulis":171,"nombre_de_5emes_hors_segpa_hors_ulis":135,"nombre_de_6emes_hors_segpa_hors_ulis":154,"nombre_d_eleves_total_hors_segpa_hors_ulis":615,"nombre_d_eleves_total_nombre_d_eleves_dans_les_formations_du_1er_cycle_du_2nd_degre_et_non_du_nombre":627},{"rep":0,"rep0":0,"commune":"CORBEIL-ESSONNES","secteur":"PRIVE","academie":"VERSAILLES","patronyme":"SAINT-SPIRE","departement":"ESSONNE","numero_du_college":"0910829G","nombre_de_3emes_ulis":2,"nombre_de_4emes_ulis":3,"nombre_de_5emes_ulis":3,"nombre_de_6emes_ulis":4,"nombre_de_3emes_segpa":0,"nombre_de_4emes_segpa":0,"nombre_de_5emes_segpa":0,"nombre_de_6emes_segpa":0,"nombre_total_de_3emes":244,"nombre_total_de_4emes":251,"nombre_total_de_5emes":251,"nombre_total_de_6emes":252,"nombre_de_3emes_filles":133,"nombre_de_4emes_filles":135,"nombre_de_5emes_filles":121,"nombre_de_6emes_filles":133,"denomination_principale":"COLLEGE PRIVE","nombre_de_3emes_garcons":111,"nombre_de_4emes_garcons":116,"nombre_de_5emes_garcons":130,"nombre_de_6emes_garcons":119,"nombre_d_eleves_total_ulis":12,"nombre_d_eleves_total_segpa":0,"nombre_de_3emes_lv1_anglais":214,"nombre_de_3emes_lv2_anglais":30,"nombre_de_3emes_lv2_italien":0,"nombre_de_4emes_lv1_anglais":226,"nombre_de_4emes_lv2_anglais":25,"nombre_de_4emes_lv2_italien":0,"nombre_de_5emes_lv1_anglais":235,"nombre_de_5emes_lv2_anglais":16,"nombre_de_5emes_lv2_italien":0,"nombre_de_6emes_lv1_anglais":232,"nombre_de_6emes_lv2_anglais":20,"nombre_de_6emes_lv2_italien":0,"nombre_de_3emes_lv1_allemand":30,"nombre_de_3emes_lv1_espagnol":0,"nombre_de_3emes_lv2_allemand":9,"nombre_de_3emes_lv2_espagnol":205,"nombre_de_4emes_lv1_allemand":25,"nombre_de_4emes_lv1_espagnol":0,"nombre_de_4emes_lv2_allemand":9,"nombre_de_4emes_lv2_espagnol":217,"nombre_de_5emes_lv1_allemand":16,"nombre_de_5emes_lv1_espagnol":0,"nombre_de_5emes_lv2_allemand":17,"nombre_de_5emes_lv2_espagnol":218,"nombre_de_6emes_lv1_allemand":20,"nombre_de_6emes_lv1_espagnol":0,"nombre_de_6emes_lv2_allemand":0,"nombre_de_6emes_lv2_espagnol":0,"nombre_de_3emes_lv1_autres_langues":0,"nombre_de_3emes_lv2_autres_langues":0,"nombre_de_4emes_lv1_autres_langues":0,"nombre_de_4emes_lv2_autres_langues":0,"nombre_de_5emes_lv1_autres_langues":0,"nombre_de_5emes_lv2_autres_langues":0,"nombre_de_6emes_lv1_autres_langues":0,"nombre_de_6emes_lv2_autres_langues":0,"nombre_de_3emes_hors_segpa_hors_ulis":242,"nombre_de_4emes_hors_segpa_hors_ulis":248,"nombre_de_5emes_hors_segpa_hors_ulis":248,"nombre_de_6emes_hors_segpa_hors_ulis":248,"nombre_d_eleves_total_hors_segpa_hors_ulis":986,"nombre_d_eleves_total_nombre_d_eleves_dans_les_formations_du_1er_cycle_du_2nd_degre_et_non_du_nombre":998},{"rep":0,"rep0":0,"commune":"NANDY","secteur":"PUBLIC","academie":"CRETEIL","patronyme":"ROBERT BURON","departement":"SEINE-ET-MARNE","numero_du_college":"0772126T","nombre_de_3emes_ulis":0,"nombre_de_4emes_ulis":0,"nombre_de_5emes_ulis":8,"nombre_de_6emes_ulis":3,"nombre_de_3emes_segpa":0,"nombre_de_4emes_segpa":0,"nombre_de_5emes_segpa":0,"nombre_de_6emes_segpa":0,"nombre_total_de_3emes":107,"nombre_total_de_4emes":111,"nombre_total_de_5emes":122,"nombre_total_de_6emes":116,"nombre_de_3emes_filles":45,"nombre_de_4emes_filles":58,"nombre_de_5emes_filles":61,"nombre_de_6emes_filles":54,"denomination_principale":"COLLEGE","nombre_de_3emes_garcons":62,"nombre_de_4emes_garcons":53,"nombre_de_5emes_garcons":61,"nombre_de_6emes_garcons":62,"nombre_d_eleves_total_ulis":11,"nombre_d_eleves_total_segpa":0,"nombre_de_3emes_lv1_anglais":92,"nombre_de_3emes_lv2_anglais":15,"nombre_de_3emes_lv2_italien":0,"nombre_de_4emes_lv1_anglais":89,"nombre_de_4emes_lv2_anglais":22,"nombre_de_4emes_lv2_italien":0,"nombre_de_5emes_lv1_anglais":108,"nombre_de_5emes_lv2_anglais":14,"nombre_de_5emes_lv2_italien":0,"nombre_de_6emes_lv1_anglais":93,"nombre_de_6emes_lv2_anglais":23,"nombre_de_6emes_lv2_italien":0,"nombre_de_3emes_lv1_allemand":15,"nombre_de_3emes_lv1_espagnol":0,"nombre_de_3emes_lv2_allemand":0,"nombre_de_3emes_lv2_espagnol":92,"nombre_de_4emes_lv1_allemand":22,"nombre_de_4emes_lv1_espagnol":0,"nombre_de_4emes_lv2_allemand":0,"nombre_de_4emes_lv2_espagnol":89,"nombre_de_5emes_lv1_allemand":14,"nombre_de_5emes_lv1_espagnol":0,"nombre_de_5emes_lv2_allemand":0,"nombre_de_5emes_lv2_espagnol":108,"nombre_de_6emes_lv1_allemand":23,"nombre_de_6emes_lv1_espagnol":0,"nombre_de_6emes_lv2_allemand":0,"nombre_de_6emes_lv2_espagnol":0,"nombre_de_3emes_lv1_autres_langues":0,"nombre_de_3emes_lv2_autres_langues":0,"nombre_de_4emes_lv1_autres_langues":0,"nombre_de_4emes_lv2_autres_langues":0,"nombre_de_5emes_lv1_autres_langues":0,"nombre_de_5emes_lv2_autres_langues":0,"nombre_de_6emes_lv1_autres_langues":0,"nombre_de_6emes_lv2_autres_langues":0,"nombre_de_3emes_hors_segpa_hors_ulis":107,"nombre_de_4emes_hors_segpa_hors_ulis":111,"nombre_de_5emes_hors_segpa_hors_ulis":114,"nombre_de_6emes_hors_segpa_hors_ulis":113,"nombre_d_eleves_total_hors_segpa_hors_ulis":445,"nombre_d_eleves_total_nombre_d_eleves_dans_les_formations_du_1er_cycle_du_2nd_degre_et_non_du_nombre":456}],"record_count":"38","data_size_bytes":null,"dataset_count":null,"query_examples":[{"url":"https://data.grandparissud.fr/api/explore/v2.1/catalog/datasets/effectifs-d-eleves-par-college-octobre-2022-gps/records?limit=20","curl":"curl -s 'https://data.grandparissud.fr/api/explore/v2.1/catalog/datasets/effectifs-d-eleves-par-college-octobre-2022-gps/records?limit=20' -H 'Accept: application/json'","label":"List records","method":"GET","description":"First 20 records of the dataset as JSON."},{"url":"https://data.grandparissud.fr/api/explore/v2.1/catalog/datasets/effectifs-d-eleves-par-college-octobre-2022-gps/records?select=academie%2Ccommune%2Cdenomination_principale&where=academie+is+not+null&limit=20","curl":"curl -s 'https://data.grandparissud.fr/api/explore/v2.1/catalog/datasets/effectifs-d-eleves-par-college-octobre-2022-gps/records?select=academie%2Ccommune%2Cdenomination_principale&where=academie+is+not+null&limit=20' -H 'Accept: application/json'","label":"Select & filter","method":"GET","description":"Project specific fields (academie, commune, denomination_principale) and filter with ODSQL where clauses."},{"url":"https://data.grandparissud.fr/api/explore/v2.1/catalog/datasets/effectifs-d-eleves-par-college-octobre-2022-gps/exports/csv","curl":"curl -sL 'https://data.grandparissud.fr/api/explore/v2.1/catalog/datasets/effectifs-d-eleves-par-college-octobre-2022-gps/exports/csv' -o dataset.csv","label":"Export CSV","method":"GET","description":"Full dataset export as CSV (also available: json, parquet, xlsx)."}],"status":"ok","error_message":null,"profiled_at":"2026-10-20T17:23:01.824Z","run_id":"70fbdb63-1259-4524-a58b-9c9a5170fd06","created_at":"2026-07-25T12:28:59.451Z","updated_at":"2026-10-20T17:23:01.824Z","license_raw":null,"license_id":null,"consecutive_failure_count":0,"last_error_at":null,"last_error_message":null,"previewable":true,"personal_data":{"status":"none","basis":"no_person_column_cited","grain":"none","allowed":true,"columns":{"direct_identifiers":[],"family_names":[],"given_names":[],"attributes":[],"unresolved_names":[],"measures":["nombre_d_eleves_total_nombre_d_eleves_dans_les_formations_du_1er_cycle_du_2nd_degre_et_non_du_nombre","nombre_d_eleves_total_segpa","nombre_d_eleves_total_ulis","nombre_d_eleves_total_hors_segpa_hors_ulis","nombre_de_3emes_lv1_allemand","nombre_de_3emes_lv1_anglais","nombre_de_3emes_lv1_autres_langues","nombre_de_3emes_lv1_espagnol","nombre_de_3emes_lv2_allemand","nombre_de_3emes_lv2_anglais","nombre_de_3emes_lv2_autres_langues","nombre_de_3emes_lv2_espagnol","nombre_de_3emes_lv2_italien","nombre_de_3emes_segpa","nombre_de_3emes_ulis","nombre_de_3emes_filles","nombre_de_3emes_garcons","nombre_de_3emes_hors_segpa_hors_ulis","nombre_de_4emes_lv1_allemand","nombre_de_4emes_lv1_anglais","nombre_de_4emes_lv1_autres_langues","nombre_de_4emes_lv1_espagnol","nombre_de_4emes_lv2_allemand","nombre_de_4emes_lv2_anglais","nombre_de_4emes_lv2_autres_langues","nombre_de_4emes_lv2_espagnol","nombre_de_4emes_lv2_italien","nombre_de_4emes_segpa","nombre_de_4emes_ulis","nombre_de_4emes_filles","nombre_de_4emes_garcons","nombre_de_4emes_hors_segpa_hors_ulis","nombre_de_5emes_lv1_allemand","nombre_de_5emes_lv1_anglais","nombre_de_5emes_lv1_autres_langues","nombre_de_5emes_lv1_espagnol","nombre_de_5emes_lv2_allemand","nombre_de_5emes_lv2_anglais","nombre_de_5emes_lv2_autres_langues","nombre_de_5emes_lv2_espagnol","nombre_de_5emes_lv2_italien","nombre_de_5emes_segpa","nombre_de_5emes_ulis","nombre_de_5emes_filles","nombre_de_5emes_garcons","nombre_de_5emes_hors_segpa_hors_ulis","nombre_de_6emes_lv1_allemand","nombre_de_6emes_lv1_anglais","nombre_de_6emes_lv1_autres_langues","nombre_de_6emes_lv1_espagnol","nombre_de_6emes_lv2_allemand","nombre_de_6emes_lv2_anglais","nombre_de_6emes_lv2_autres_langues","nombre_de_6emes_lv2_espagnol","nombre_de_6emes_lv2_italien","nombre_de_6emes_segpa","nombre_de_6emes_ulis","nombre_de_6emes_filles","nombre_de_6emes_garcons","nombre_de_6emes_hors_segpa_hors_ulis","nombre_total_de_3emes","nombre_total_de_4emes","nombre_total_de_5emes","nombre_total_de_6emes"],"entity_identifiers":[]},"publication":null,"publication_evidence":null,"notice":"personal data: no cited column names a natural person (the cited columns are all this reads)"}},"datasets":[],"limits":[{"id":"66ea316c-9a15-4273-9074-6d247cfb2b96","entry_id":"79c03645-baad-410f-82c4-8021394abb18","limit_type":"requests_per_day","value":"5000","unit":"requests","period":"day","scope":"per-ip","source_id":null,"claim_type":"measured","confidence":"0.90","observed_at":"2026-10-20T17:23:03.189Z"}],"source_access":{"status":"accessed_despite_disallow","host":"data.grandparissud.fr","requested_path_prefix":"/api/explore/v2.1/","robots_url":"https://data.grandparissud.fr/robots.txt","user_agent_group":"*","robots_rule":"Disallow: /api/","robots_read_at":"2026-08-25T11:29:16.061Z","decision_ref":"owner decision 2026-08-22, recorded in docs/PROGRESS.md NEEDS-HUMAN: public-sector open-data portals whose purpose is machine access; the directive is an Opendatasoft vendor default reflecting no publisher intent. Concern raised and overruled; see the row.","note":"This answer is derived from a host whose robots.txt DISALLOWS the path Commodity requests, and Commodity requests it anyway under the decision named in `decision_ref`. The rule is quoted verbatim so you can read it yourself. Commodity does not send a user-agent it is not, so any `Allow` granted to a named crawler in that file is not claimed here."},"field_provenance_source_access":{"status":{"basis":"platform_computed","derived":true,"upstream_field":null,"transform":"THIS PLATFORM’S READING OF ITS OWN CONDUCT: that it requests a path this host forbids. No publisher asserts it and none was asked to","cells":{"rows":1,"delivered":1,"empty":0,"stringified":0,"truncated":0}},"host":{"basis":"platform_computed","derived":true,"upstream_field":null,"transform":"the host Commodity addressed, lowercased and stripped of scheme and port by this platform so that one host has one row and one reading","cells":{"rows":1,"delivered":1,"empty":0,"stringified":0,"truncated":0}},"requested_path_prefix":{"basis":"platform_computed","derived":true,"upstream_field":null,"transform":"THE PATH THE VERDICT IS ABOUT, derived from the base URLs this platform stores for the host — not `/`, and not an assumed `/api/`. A verdict about a path we do not call would describe someone else’s traffic","cells":{"rows":1,"delivered":1,"empty":0,"stringified":0,"truncated":0}},"robots_url":{"basis":"platform_computed","derived":true,"upstream_field":null,"transform":"where the file was fetched from — composed by this platform from the host, at the one location the protocol fixes, so it can be re-fetched and the reading disputed","cells":{"rows":1,"delivered":1,"empty":0,"stringified":0,"truncated":0}},"user_agent_group":{"basis":"stored_sample","derived":false,"upstream_field":"the `User-agent` line the deciding rule sits under","transform":"the group heading that made the rule OURS, verbatim from the stored file. Where it is `*` the directive addresses everyone; a group naming another crawler was not applied, because Commodity does not send a user-agent it is not","cells":{"rows":1,"delivered":1,"empty":0,"stringified":0,"truncated":0}},"robots_rule":{"basis":"stored_sample","derived":false,"upstream_field":"the directive line of the matching group","transform":"THE PUBLISHER’S OWN LINE, QUOTED AND UNCUT, as read from robots.txt at the moment below and stored — not fetched for this request, and not part of this response’s payload. It is here so the verdict beside it can be checked rather than taken from us","cells":{"rows":1,"delivered":1,"empty":0,"stringified":0,"truncated":0}},"robots_read_at":{"basis":"platform_computed","derived":true,"upstream_field":null,"transform":"OUR CLOCK when the file was read, never a `Date` header the origin sent. It bounds how stale this reading may be: a publisher can have changed the file since","cells":{"rows":1,"delivered":1,"empty":0,"stringified":0,"truncated":0}},"decision_ref":{"basis":"platform_computed","derived":true,"upstream_field":null,"transform":"WHO DECIDED TO CALL IT ANYWAY, AND WHEN. Recorded by this platform and required by the database before the exception may exist at all, so it can never be anonymous","cells":{"rows":1,"delivered":1,"empty":0,"stringified":0,"truncated":0}},"note":{"basis":"platform_computed","derived":true,"upstream_field":null,"transform":"this platform’s sentence explaining what the reader is holding. Written here, by us, and not a quotation of anybody","cells":{"rows":1,"delivered":1,"empty":0,"stringified":0,"truncated":0}}},"manifest":{"answer_sha256":"59e46b1b3a83a3fc6c438b817ad666863c2d2f9c5a936619fdda8eed7ed422cb","answer_sha256_rule":"sha256 (hex, UTF-8) of JSON.stringify(this body) after deleting the keys listed in manifest.stamped_keys from manifest, and deleting manifest itself if it is then empty. The hash was computed before the stamp existed, so no field of the stamp is inside it.","stamped_keys":["answer_sha256","answer_sha256_rule","stamped_keys","row_count","row_count_basis","live","live_basis","created_at","created_at_basis","durable_citation"],"row_count":94,"row_count_basis":"Objects that are elements of a JSON array anywhere in this body, excluding manifest. Not a claim about which collection is the answer. Largest single collection: data_profile.fields[] (73 rows).","live":false,"live_basis":"This body was replayed from the worker edge cache (x-edge-cache: hit); the bytes, and therefore answer_sha256, are those of the execution that filled the cache.","created_at":"2026-10-24T04:12:25.832Z","created_at_basis":"When this response body was assembled, deliberately OUTSIDE the hashed bytes so the same answer hashes identically on every request. Not the upstream read time — that is provenance[].retrieved_at. A zone-cached replay carries the assembly time, not your receipt time.","durable_citation":"This manifest is produced at response time and is NOT stored. A durable, replayable citation is persisted only on an explicit cite: GET /api/v1/entries/{id-or-slug}/evidence, or the MCP cite_query tool. Both are entry-scoped, because evidence_manifests is entry-shaped; a domain answer spanning several sources has no single entry and cannot be persisted through that path."}}