{"id":"bf23122a-f1a2-4646-a055-efcefbdf2f36","type":"DATASET","name":"Make Open Data - Department-Wide Healthcare Professionals (2022)","slug":"make-open-data-department-wide-healthcare-professionals-2022","description":"[Make Open Data](https://make-open-data.fr/) is an open source initiative to facilitate the transformation of public data by centralizing logic. Here is a table providing the number of health professionals (all sex, age) by specialty and department for the year 2022 Data catalogue: [Catalogue link Make Open Data](https://data.make-open-data.fr/#/model/model.makeopendata.aggeger_effectifs_sante_departement_2022) source_url: https://data.ameli.fr/api/explore/v2.1/catalog/datasets/demography-effective-and-densites/exports/csv source_reference: https://www.data.gouv.fr/en/datasets/professionals-de-sante-liberaux-effectif-et-densite-par-tranche-dage-sexe-et-territoire-departement-region/#/resources This is a construction and collaborative project: [Repo Make Open Data link](https://github.com/make-open-data/make-open-data).","free_access_class":"FREE_NO_AUTH","auth_type":"NONE","homepage_url":null,"docs_url":null,"repo_url":"https://www.data.gouv.fr/api/1/datasets/r/70575b95-596d-414b-a755-91e7aeb7e46a","status":"ACTIVE","verification_state":"STALE","tags":["health"],"logo_url":"https://www.google.com/s2/favicons?sz=64&domain=data.gouv.fr","primary_source_url":"https://www.data.gouv.fr/api/1/datasets/r/70575b95-596d-414b-a755-91e7aeb7e46a","extraction_confidence":"0.16","created_at":"2026-06-24T18:58:38.874Z","updated_at":"2026-08-16T01:09:30.915Z","last_verified_at":"2026-08-12T21:52:52.568Z","deprecated_at":null,"ranking_score":56,"last_ranked_at":"2026-08-10T16:42:24.724Z","last_seen_at":null,"last_validated_at":null,"last_uptime_at":"2026-08-04T14:44:36.582Z","search_vector":"'/#/model/model.makeopendata.aggeger_effectifs_sante_departement_2022)':61B,234B '/)':15B,188B '/api/explore/v2.1/catalog/datasets/demography-effective-and-densites/exports/csv':66B,239B '/en/datasets/professionals-de-sante-liberaux-effectif-et-densite-par-tranche-dage-sexe-et-territoire-departement-region/#/resources':71B,244B '/make-open-data/make-open-data).':86B,259B '2022':9A,51B,108B,182A,224B,281B 'a':206B,247B,270B 'age':43B,119B,163B,216B,336B 'ages':292B 'all':214B,289B 'ame':143B 'ameli':316B 'an':190B,297B 'and':219B,249B,286B,291B,305B,333B,339B 'broken':109B,282B 'by':201B,217B,284B,335B 'catalogu':53B,54B 'catalogue':226B,227B 'central':29B,131B 'centralizes':304B 'centralizing':202B 'collabor':77B,128B 'collaborative':250B,301B 'construct':75B 'construction':248B 'cover':115B 'covering':288B 'data':3A,12B,27B,52B,58B,82B,94B,122B,135B,152B,176A,185B,200B,225B,231B,255B,267B,295B,308B,325B 'data.ameli.fr':65B,238B 'data.ameli.fr/api/explore/v2.1/catalog/datasets/demography-effective-and-densites/exports/csv':64B,237B 'data.gouv.fr':172B,345B 'data.make-open-data.fr':60B,233B 'data.make-open-data.fr/#/model/model.makeopendata.aggeger_effectifs_sante_departement_2022)':59B,232B 'dataset':88B,261B 'densiti':161B 'densities':334B 'depart':5A,47B,114B 'department':178A,220B,287B 'department-wid':4A 'department-wide':177A 'department/region':168B,341B 'down':283B 'employ':156B 'employed':329B 'facilit':22B 'facilitate':195B 'figur':140B 'figures':313B 'for':221B,280B 'franc':106B 'france':279B 'french':145B,318B 'from':315B,324B 'github.com':85B,258B 'github.com/make-open-data/make-open-data).':84B,257B 'group':164B,337B 'headcount':159B 'headcounts':332B 'health':39B,147B,173C,212B,320B 'healthcar':7A,103B,157B 'healthcare':180A,276B,330B 'here':204B 'in':278B 'initi':20B,95B 'initiative':193B,268B 'insur':148B 'insurance':321B 'is':189B,205B,246B,296B 'link':55B,83B,228B,256B 'logic':30B,137B,203B,310B 'make':1A,10B,56B,80B,92B,120B,174A,183B,229B,253B,265B,293B 'make-open-data.fr':14B,187B 'make-open-data.fr/)':13B,186B 'nation':146B 'national':319B 'number':37B,101B,210B,274B 'of':198B,211B,272B,275B 'on':326B,344B 'open':2A,11B,18B,57B,81B,93B,121B,126B,175A,184B,191B,230B,254B,266B,294B,299B 'open-sourc':125B 'open-source':298B 'origin':141B,169B 'originally':342B 'originate':314B 'process':136B 'processing':309B 'profession':8A,40B,104B,158B 'professionals':181A,213B,277B,331B 'project':78B,129B,251B,302B 'provid':35B,96B 'provides':269B 'providing':208B 'public':26B,134B,199B,307B 'publish':89B,170B 'published':262B,343B 'refer':68B 'reference':241B 'repo':79B,252B 'self':155B,328B 'self-employ':154B 'self-employed':327B 'servic':149B 'service':322B 'sex':42B,117B,165B,215B,338B 'sexes':290B 'sourc':19B,62B,67B,127B,150B 'source':192B,235B,240B,300B 'sourced':323B 'specialti':45B,112B 'specialty':218B,285B 'standard':133B 'standardizes':306B 'tabl':34B,98B 'table':207B,271B 'territori':167B 'territory':340B 'that':303B 'the':196B,209B,222B,264B,273B,311B,317B 'this':245B,260B 'through':263B 'to':194B 'transform':24B 'transformation':197B 'under':139B 'underlying':312B 'url':63B,236B 'wide':6A,179A 'www.data.gouv.fr':70B,243B 'www.data.gouv.fr/en/datasets/professionals-de-sante-liberaux-effectif-et-densite-par-tranche-dage-sexe-et-territoire-departement-region/#/resources':69B,242B 'year':50B,223B","popularity_score":"0.0000","maintenance_score":"0.7000","institution_id":"7abf1844-58f2-4b35-a86e-1e4a6b7652f7","institution_type":"AGENCY","country_code":"FR","official_confidence":null,"proof_summary":null,"source_seed_url":null,"is_public_sector":true,"published_at":"2026-06-24T18:58:38.874Z","geographic_scope":"NATIONAL","name_en":null,"description_en":"This dataset, published through the Make Open Data initiative, provides a table of the number of healthcare professionals in France for 2022, broken down by specialty and department, covering all sexes and ages. Make Open Data is an open-source, collaborative project that centralizes and standardizes public data processing logic. The underlying figures originate from Ameli (the French national health insurance service), sourced from data on self-employed healthcare professionals' headcounts and densities by age group, sex, and territory (department/region), originally published on data.gouv.fr.","native_lang":"en","access_level":"direct","formats":["CSV"],"capability_tier":"live","trust_score":24.942307692307693,"access":{"level":"direct","primary":{"kind":"download","label":"Download CSV","method":"GET","url":"https://www.data.gouv.fr/api/1/datasets/r/70575b95-596d-414b-a755-91e7aeb7e46a","format":"CSV","byte_size":"22632","source":"distribution","runnable":true},"actions":[{"kind":"download","label":"Download CSV","method":"GET","url":"https://www.data.gouv.fr/api/1/datasets/r/70575b95-596d-414b-a755-91e7aeb7e46a","format":"CSV","byte_size":"22632","source":"distribution","runnable":true}],"formats":["CSV"]},"maturity":{"entry_id":"bf23122a-f1a2-4646-a055-efcefbdf2f36","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":"discovered","level_index":1,"level_label":"Discovered","meaning":"Source and metadata recorded","counts_as_coverage":false,"blocked_by":"verified","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":false,"reached":false,"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":false,"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":false,"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":true,"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":null,"proven_threshold":80,"institution_id":"7abf1844-58f2-4b35-a86e-1e4a6b7652f7","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":"www.data.gouv.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":"2026-08-16T14:13:10.504Z"},"api_details":null,"dataset_details":{"id":"263371b9-0f79-46a8-bc99-a5b7490df782","entry_id":"bf23122a-f1a2-4646-a055-efcefbdf2f36","upstream_issued":null,"upstream_modified":null,"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":null,"source_portal_url":null,"created_at":"2026-07-20T16:03:29.716Z","updated_at":"2026-07-20T16:03:29.716Z","publisher":null,"publisher_url":null,"distributions":[{"id":"43336950-3395-4681-991d-84f0a19b13a3","dataset_details_id":"263371b9-0f79-46a8-bc99-a5b7490df782","title":"70575b95-596d-414b-a755-91e7aeb7e46a","description":null,"access_url":"https://www.data.gouv.fr/api/1/datasets/r/70575b95-596d-414b-a755-91e7aeb7e46a","download_url":"https://www.data.gouv.fr/api/1/datasets/r/70575b95-596d-414b-a755-91e7aeb7e46a","media_type":"text/csv","format":"csv","byte_size":"22632","license_id":null,"license_raw":null,"last_checked_at":"2026-08-12T21:52:51.095Z","is_available":true,"last_http_status":200,"created_at":"2026-07-20T16:03:30.120Z","updated_at":"2026-08-12T21:52:51.095Z"}],"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":"2a76c7bd-82c1-4092-9044-3db04cde2e7f","entry_id":"bf23122a-f1a2-4646-a055-efcefbdf2f36","status":"VERIFIED","last_checked_at":"2026-08-12T21:52:52.280Z","p50_latency_ms":3057,"p95_latency_ms":null,"last_error":null,"consecutive_failures":0,"created_at":"2026-06-24T18:59:05.897Z","updated_at":"2026-08-12T21:52:52.280Z","consecutive_successes":36,"probe_url":"https://www.data.gouv.fr/api/1/datasets/r/70575b95-596d-414b-a755-91e7aeb7e46a","probe_method":"GET","probe_http_status":200,"probe_content_type":"text/csv","probe_succeeded_at":"2026-08-12T21:52:52.280Z"},"data_profile":{"id":"aad6013d-5936-4dac-8e99-bcefb1d82e80","entry_id":"bf23122a-f1a2-4646-a055-efcefbdf2f36","profile_source":"distribution","profile_kind":"dataset","dataset_id":null,"fields":[{"name":"region","type":"int","label":null,"description":null},{"name":"libelle_region","type":"text","label":null,"description":null},{"name":"departement","type":"int","label":null,"description":null},{"name":"libelle_departement","type":"text","label":null,"description":null},{"name":"Stomatologues","type":"int","label":null,"description":null},{"name":"Anesthésistes-réanimateurs","type":"int","label":null,"description":null},{"name":"Autres médecins","type":"int","label":null,"description":null},{"name":"Cardiologues","type":"int","label":null,"description":null},{"name":"Chirurgiens","type":"int","label":null,"description":null},{"name":"Chirurgiens-dentistes (hors spécialistes d'orthopédie dento-f","type":"int","label":null,"description":null},{"name":"Chirurgiens-dentistes spécialistes d'orthopédie dento-faciale","type":"int","label":null,"description":null},{"name":"Dermatologues","type":"int","label":null,"description":null},{"name":"Endocrinologues","type":"int","label":null,"description":null},{"name":"Ensemble des auxiliaires médicaux","type":"int","label":null,"description":null},{"name":"Ensemble des chirurgiens-dentistes","type":"int","label":null,"description":null},{"name":"Ensemble des médecins","type":"int","label":null,"description":null},{"name":"Ensemble des médecins généralistes","type":"int","label":null,"description":null},{"name":"Ensemble des médecins spécialistes (hors généralistes)","type":"int","label":null,"description":null},{"name":"Gynécologues médicaux et obstétriciens","type":"int","label":null,"description":null},{"name":"Hépato-gastro-entérologues","type":"int","label":null,"description":null},{"name":"Infirmiers","type":"int","label":null,"description":null},{"name":"Masseurs-kinésithérapeutes","type":"int","label":null,"description":null},{"name":"Médecins généralistes (hors médecins à expertise particuli","type":"int","label":null,"description":null},{"name":"Médecins généralistes à expertise particulière (MEP)","type":"int","label":null,"description":null},{"name":"Médecins nucléaires","type":"int","label":null,"description":null},{"name":"Médecins pathologistes","type":"int","label":null,"description":null},{"name":"Rhumatologues","type":"int","label":null,"description":null},{"name":"Sages-femmes","type":"int","label":null,"description":null},{"name":"Néphrologues","type":"int","label":null,"description":null},{"name":"Neurologues","type":"int","label":null,"description":null},{"name":"Ophtalmologues","type":"int","label":null,"description":null},{"name":"Orthophonistes","type":"int","label":null,"description":null},{"name":"Orthoptistes","type":"int","label":null,"description":null},{"name":"Oto-rhino-laryngologistes","type":"int","label":null,"description":null},{"name":"Pédiatres","type":"int","label":null,"description":null},{"name":"Pédicures-podologues","type":"int","label":null,"description":null},{"name":"Pneumologues","type":"int","label":null,"description":null},{"name":"Psychiatres","type":"int","label":null,"description":null},{"name":"Radiologues","type":"int","label":null,"description":null},{"name":"Radiothérapeutes","type":"int","label":null,"description":null},{"name":"Médecins vasculaires","type":"int","label":null,"description":null},{"name":"Allergologues","type":"int","label":null,"description":null},{"name":"population_departement","type":"number","label":null,"description":null},{"name":"latitude_centre_departement","type":"number","label":null,"description":null},{"name":"longitude_centre_departement","type":"number","label":null,"description":null}],"field_count":45,"sample_records":[{"region":"01","Infirmiers":"4812","Pédiatres":"76","Chirurgiens":"132","Neurologues":"24","Psychiatres":"36","Radiologues":"92","departement":"971","Cardiologues":"112","Orthoptistes":"44","Pneumologues":"12","Sages-femmes":"236","Allergologues":"16","Dermatologues":"44","Néphrologues":"36","Rhumatologues":"36","Stomatologues":"12","Ophtalmologues":"104","Orthophonistes":"484","libelle_region":"Guadeloupe","Endocrinologues":"28","Autres médecins":"12","Radiothérapeutes":"8","libelle_departement":"Guadeloupe","Médecins nucléaires":"4","Médecins vasculaires":"16","Pédicures-podologues":"220","Ensemble des médecins":"2416","population_departement":"384315.0","Médecins pathologistes":"8","Oto-rhino-laryngologistes":"40","latitude_centre_departement":"16.1547123828125","Anesthésistes-réanimateurs":"64","Hépato-gastro-entérologues":"52","Masseurs-kinésithérapeutes":"2952","longitude_centre_departement":"-61.54871127187499","Ensemble des auxiliaires médicaux":"8512","Ensemble des chirurgiens-dentistes":"964","Ensemble des médecins généralistes":"1324","Gynécologues médicaux et obstétriciens":"128","Médecins généralistes à expertise particulière (MEP)":"88","Ensemble des médecins spécialistes (hors généralistes)":"1092","Chirurgiens-dentistes (hors spécialistes d'orthopédie dento-f":"952","Chirurgiens-dentistes spécialistes d'orthopédie dento-faciale":"12","Médecins généralistes (hors médecins à expertise particuli":"1236"},{"region":"02","Infirmiers":"4388","Pédiatres":"24","Chirurgiens":"100","Neurologues":"12","Psychiatres":"36","Radiologues":"96","departement":"972","Cardiologues":"44","Orthoptistes":"48","Pneumologues":"28","Sages-femmes":"240","Allergologues":"8","Dermatologues":"28","Néphrologues":"20","Rhumatologues":"20","Stomatologues":"8","Ophtalmologues":"88","Orthophonistes":"436","libelle_region":"Martinique","Endocrinologues":"16","Autres médecins":"20","Radiothérapeutes":"0","libelle_departement":"Martinique","Médecins nucléaires":"8","Médecins vasculaires":"28","Pédicures-podologues":"208","Ensemble des médecins":"2004","population_departement":"360749.0","Médecins pathologistes":"8","Oto-rhino-laryngologistes":"16","latitude_centre_departement":"14.661676029411765","Anesthésistes-réanimateurs":"24","Hépato-gastro-entérologues":"24","Masseurs-kinésithérapeutes":"2628","longitude_centre_departement":"-61.03859706470589","Ensemble des auxiliaires médicaux":"7708","Ensemble des chirurgiens-dentistes":"876","Ensemble des médecins généralistes":"1268","Gynécologues médicaux et obstétriciens":"80","Médecins généralistes à expertise particulière (MEP)":"100","Ensemble des médecins spécialistes (hors généralistes)":"736","Chirurgiens-dentistes (hors spécialistes d'orthopédie dento-f":"844","Chirurgiens-dentistes spécialistes d'orthopédie dento-faciale":"32","Médecins généralistes (hors médecins à expertise particuli":"1168"},{"region":"03","Infirmiers":"1180","Pédiatres":"28","Chirurgiens":"8","Neurologues":"4","Psychiatres":"4","Radiologues":"16","departement":"973","Cardiologues":"24","Orthoptistes":"12","Pneumologues":"4","Sages-femmes":"232","Allergologues":"0","Dermatologues":"20","Néphrologues":"8","Rhumatologues":"0","Stomatologues":"0","Ophtalmologues":"20","Orthophonistes":"44","libelle_region":"Guyane","Endocrinologues":"4","Autres médecins":"12","Radiothérapeutes":"0","libelle_departement":"Guyane","Médecins nucléaires":"0","Médecins vasculaires":"0","Pédicures-podologues":"44","Ensemble des médecins":"660","population_departement":"286618.0","Médecins pathologistes":"0","Oto-rhino-laryngologistes":"0","latitude_centre_departement":"4.522056252272726","Anesthésistes-réanimateurs":"0","Hépato-gastro-entérologues":"0","Masseurs-kinésithérapeutes":"364","longitude_centre_departement":"-53.044559168181806","Ensemble des auxiliaires médicaux":"1644","Ensemble des chirurgiens-dentistes":"328","Ensemble des médecins généralistes":"416","Gynécologues médicaux et obstétriciens":"92","Médecins généralistes à expertise particulière (MEP)":"4","Ensemble des médecins spécialistes (hors généralistes)":"244","Chirurgiens-dentistes (hors spécialistes d'orthopédie dento-f":"320","Chirurgiens-dentistes spécialistes d'orthopédie dento-faciale":"8","Médecins généralistes (hors médecins à expertise particuli":"412"},{"region":"04","Infirmiers":"7944","Pédiatres":"164","Chirurgiens":"244","Neurologues":"40","Psychiatres":"188","Radiologues":"260","departement":"974","Cardiologues":"196","Orthoptistes":"260","Pneumologues":"44","Sages-femmes":"628","Allergologues":"12","Dermatologues":"80","Néphrologues":"96","Rhumatologues":"36","Stomatologues":"40","Ophtalmologues":"172","Orthophonistes":"1668","libelle_region":"La Réunion","Endocrinologues":"68","Autres médecins":"44","Radiothérapeutes":"28","libelle_departement":"La Réunion","Médecins nucléaires":"8","Médecins vasculaires":"28","Pédicures-podologues":"304","Ensemble des médecins":"5864","population_departement":"871157.0","Médecins pathologistes":"24","Oto-rhino-laryngologistes":"88","latitude_centre_departement":"-21.127349318750003","Anesthésistes-réanimateurs":"148","Hépato-gastro-entérologues":"88","Masseurs-kinésithérapeutes":"6248","longitude_centre_departement":"55.50827914375","Ensemble des auxiliaires médicaux":"16424","Ensemble des chirurgiens-dentistes":"2256","Ensemble des médecins généralistes":"3528","Gynécologues médicaux et obstétriciens":"240","Médecins généralistes à expertise particulière (MEP)":"92","Ensemble des médecins spécialistes (hors généralistes)":"2336","Chirurgiens-dentistes (hors spécialistes d'orthopédie dento-f":"2172","Chirurgiens-dentistes spécialistes d'orthopédie dento-faciale":"84","Médecins généralistes (hors médecins à expertise particuli":"3436"},{"region":"06","Infirmiers":"564","Pédiatres":"0","Chirurgiens":"0","Neurologues":"0","Psychiatres":"4","Radiologues":"4","departement":"976","Cardiologues":"4","Orthoptistes":"12","Pneumologues":"0","Sages-femmes":"132","Allergologues":"0","Dermatologues":"0","Néphrologues":"0","Rhumatologues":"0","Stomatologues":"0","Ophtalmologues":"0","Orthophonistes":"16","libelle_region":"Mayotte","Endocrinologues":"0","Autres médecins":"0","Radiothérapeutes":"0","libelle_departement":"Mayotte","Médecins nucléaires":"0","Médecins vasculaires":"0","Pédicures-podologues":"12","Ensemble des médecins":"148","population_departement":"256518.0","Médecins pathologistes":"0","Oto-rhino-laryngologistes":"0","latitude_centre_departement":"-12.817558497058823","Anesthésistes-réanimateurs":"0","Hépato-gastro-entérologues":"0","Masseurs-kinésithérapeutes":"268","longitude_centre_departement":"45.14754137647059","Ensemble des auxiliaires médicaux":"872","Ensemble des chirurgiens-dentistes":"68","Ensemble des médecins généralistes":"128","Gynécologues médicaux et obstétriciens":"8","Médecins généralistes à expertise particulière (MEP)":"12","Ensemble des médecins spécialistes (hors généralistes)":"20","Chirurgiens-dentistes (hors spécialistes d'orthopédie dento-f":"68","Chirurgiens-dentistes spécialistes d'orthopédie dento-faciale":"0","Médecins généralistes (hors médecins à expertise particuli":"116"}],"record_count":null,"data_size_bytes":"22632","dataset_count":null,"query_examples":[{"url":"https://www.data.gouv.fr/api/1/datasets/r/70575b95-596d-414b-a755-91e7aeb7e46a","curl":"curl -sL 'https://www.data.gouv.fr/api/1/datasets/r/70575b95-596d-414b-a755-91e7aeb7e46a' -o data.csv","label":"Download distribution","method":"GET","description":"Full csv file download — the schema shown was inferred from the file's first records."},{"url":"https://www.data.gouv.fr/api/1/datasets/r/70575b95-596d-414b-a755-91e7aeb7e46a","curl":"curl -sL 'https://www.data.gouv.fr/api/1/datasets/r/70575b95-596d-414b-a755-91e7aeb7e46a' -H 'Range: bytes=0-4095'","label":"Preview first bytes","method":"GET","description":"First 4 KB of the file (servers honoring Range requests)."}],"status":"ok","error_message":null,"profiled_at":"2026-07-26T03:10:02.227Z","run_id":"1e740b26-757b-4aa3-987c-a807d62f8736","created_at":"2026-07-20T16:03:29.453Z","updated_at":"2026-07-26T03:10:02.227Z","license_raw":null,"license_id":null,"consecutive_failure_count":0,"last_error_at":null,"last_error_message":null,"previewable":true},"datasets":[],"limits":[]}