Register record·API·FR·STATISTICS_OFFICE·Updated AnnualVERIFIED · checked 33h ago

N

Number of medical and paramedical functions by municipality or district (permanent facilities database)Nombre de fonctions médicales et paramédicales par commune ou arrondissement (base permanente des équipements)

Name: Number of medical and paramedical functions by municipality or district (permanent facilities database)
Creator: opendatasoft

Nombre de fonctions médicales et paramédicales par commune ou arrondissement (base permanente des équipements)Number of medical and paramedical functions by municipality or district (permanent facilities database)

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This dataset is derived from the Base Permanente des Équipements (BPE), a permanent facilities database produced by INSEE, France's national statistics institute, to measure the level of facilities and services available to the population across territories. It counts medical and paramedical functions at the municipal level, including Paris districts and communes. The data is published as a national API, providing a free, authentication-free way to access facility counts useful for analysing healthcare service availability across French territories.La base permanente des équipements (BPE), produite par l'INSEE, est destinée à fournir le niveau d'équipement et de services rendus par un territoire à la population. Ce jeu de données dénombre les fonctions médicales et paramédicales au niveau communal (arrondissement de Paris et commune). Liste...

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Data schema (33 fields)

Filterable via the API (31)

departementdepartement_communelibelle_de_communearrondissementcanton_villezone_d_emploiunite_urbainepopulation_2010medecin_omnipraticienspecialiste_en_cardiologiespecialiste_en_dermatologie_venereologiespecialiste_en_gynecologie_medicalespecialiste_en_gynecologie_obstetriquespecialiste_en_gastro_enterologie_hepatologiespecialiste_en_psychiatriespecialiste_en_ophtalmologiespecialiste_en_oto_rhino_laryngologiespecialiste_en_pediatriespecialiste_en_pneumologiespecialiste_en_radiodiagnostic_et_imagerie_medicalespecialiste_en_stomatologiechirurgien_dentistesage_femmeinfirmiermasseur_kinesitherapeuteorthophonisteorthoptistepedicure_podologueaudio_prothesisteergotherapeutepsychomotricien

Click a field to see example values.

Fill	Field	Type	Description
100%	departementDépartement	int	Department code of the area.Department code of the area.
100%	departement_communeDépartement commune	int	Combined department and commune code (INSEE code).Combined department and commune code (INSEE code).
100%	libelle_de_communeLibellé de commune	text	Name of the commune.Name of the commune.
100%	arrondissement	int	Administrative district (arrondissement) code.Administrative district (arrondissement) code.
100%	canton_villeCanton ville	int	Canton or city code.Canton or city code.
100%	zone_d_emploiZone d emploi	int	Employment zone code.Employment zone code.
100%	unite_urbaineUnité urbaine	int	Urban unit code.Urban unit code.
100%	population_2010Population 2010	int	Population count in 2010.Population count in 2010.
100%	medecin_omnipraticienMédecin omnipraticien	int	Number of general practitioner doctors.Number of general practitioner doctors.
100%	specialiste_en_cardiologieSpécialiste en cardiologie	int	Number of cardiology specialists.Number of cardiology specialists.
100%	specialiste_en_dermatologie_venereologieSpécialiste en dermatologie vénéréologie	int	Number of dermatology and venereology specialists.Number of dermatology and venereology specialists.
100%	specialiste_en_gynecologie_medicaleSpécialiste en gynécologie médicale	int	Number of medical gynecology specialists.Number of medical gynecology specialists.
100%	specialiste_en_gynecologie_obstetriqueSpécialiste en gynécologie obstétrique	int	Number of obstetric gynecology specialists.Number of obstetric gynecology specialists.
100%	specialiste_en_gastro_enterologie_hepatologieSpécialiste en gastro-entérologie hépatologie	int	Number of gastroenterology and hepatology specialists.Number of gastroenterology and hepatology specialists.
100%	specialiste_en_psychiatrieSpécialiste en psychiatrie	int	Number of psychiatry specialists.Number of psychiatry specialists.
100%	specialiste_en_ophtalmologieSpécialiste en ophtalmologie	int	Number of ophthalmology specialists.Number of ophthalmology specialists.
100%	specialiste_en_oto_rhino_laryngologieSpécialiste en oto-rhino-laryngologie	int	Number of ear, nose and throat specialists.Number of ear, nose and throat specialists.
100%	specialiste_en_pediatrieSpécialiste en pédiatrie	int	Number of pediatrics specialists.Number of pediatrics specialists.
100%	specialiste_en_pneumologieSpécialiste en pneumologie	int	Number of pulmonology specialists.Number of pulmonology specialists.
100%	specialiste_en_radiodiagnostic_et_imagerie_medicaleSpécialiste en radiodiagnostic et imagerie médicale	int	Number of radiology and medical imaging specialists.Number of radiology and medical imaging specialists.
100%	specialiste_en_stomatologieSpécialiste en stomatologie	int	Number of stomatology specialists.Number of stomatology specialists.
100%	chirurgien_dentisteChirurgien dentiste	int	Number of dental surgeons.Number of dental surgeons.
100%	sage_femmeSage femme	int	Number of midwives.Number of midwives.
100%	infirmier	int	Number of nurses.Number of nurses.
100%	masseur_kinesitherapeuteMasseur kinésithérapeute	int	Number of physiotherapists.Number of physiotherapists.
100%	orthophoniste	int	Number of speech therapists.Number of speech therapists.
100%	orthoptiste	int	Number of orthoptists.Number of orthoptists.
100%	pedicure_podologuePédicure-podologue	int	Number of chiropodists/podiatrists.Number of chiropodists/podiatrists.
100%	audio_prothesisteAudio prothésiste	int	Number of hearing aid specialists.Number of hearing aid specialists.
100%	ergotherapeuteErgothérapeute	int	Number of occupational therapists.Number of occupational therapists.
—	psychomotricien	int	Number of psychomotor therapists.Number of psychomotor therapists.
—	geo_point_2dCoordinates	geo_point_2d	Geographic coordinates (latitude, longitude) of the commune.Geographic coordinates (latitude, longitude) of the commune.
—	geo_shapeShape	geo_shape	Geographic boundary shape of the commune.Geographic boundary shape of the commune.

Schema captured from opendatasoft 4 hours ago.

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Sample data (5 records)

Record 1geo_shape: {"type":"Feature","geometry":{"type":"Po · infirmier: 0

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        ]
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    "properties": {}
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  "infirmier": 0,
  "sage_femme": 0,
  "departement": 77,
  "orthoptiste": 0,
  "canton_ville": 7723,
  "geo_point_2d": {
    "lat": 48.67538098990416,
    "lon": 3.191906552876186
  },
  "orthophoniste": 0,
  "unite_urbaine": 77000,
  "zone_d_emploi": 1105,
  "arrondissement": 773,
  "ergotherapeute": 0,
  "population_2010": 636,
  "psychomotricien": 0,
  "audio_prothesiste": 0,
  "libelle_de_commune": [
    "Bannost-Villegagnon"
  ],
  "pedicure_podologue": 0,
  "chirurgien_dentiste": 0,
  "departement_commune": 77020,
  "medecin_omnipraticien": 0,
  "masseur_kinesitherapeute": 0,
  "specialiste_en_pediatrie": 0,
  "specialiste_en_cardiologie": 0,
  "specialiste_en_pneumologie": 0,
  "specialiste_en_psychiatrie": 0,
  "specialiste_en_stomatologie": 0,
  "specialiste_en_ophtalmologie": 0,
  "specialiste_en_gynecologie_medicale": 0,
  "specialiste_en_oto_rhino_laryngologie": 0,
  "specialiste_en_gynecologie_obstetrique": 0,
  "specialiste_en_dermatologie_venereologie": 0,
  "specialiste_en_gastro_enterologie_hepatologie": 0,
  "specialiste_en_radiodiagnostic_et_imagerie_medicale": 0
}

Record 2geo_shape: {"type":"Feature","geometry":{"type":"Po · infirmier: 0

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  "sage_femme": 0,
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  "canton_ville": 7737,
  "geo_point_2d": {
    "lat": 49.00097522958618,
    "lon": 2.701695325665443
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  "orthophoniste": 0,
  "unite_urbaine": 77000,
  "zone_d_emploi": 56,
  "arrondissement": 771,
  "ergotherapeute": 0,
  "population_2010": 267,
  "psychomotricien": 0,
  "audio_prothesiste": 0,
  "libelle_de_commune": [
    "Nantouillet"
  ],
  "pedicure_podologue": 0,
  "chirurgien_dentiste": 0,
  "departement_commune": 77332,
  "medecin_omnipraticien": 0,
  "masseur_kinesitherapeute": 0,
  "specialiste_en_pediatrie": 0,
  "specialiste_en_cardiologie": 0,
  "specialiste_en_pneumologie": 0,
  "specialiste_en_psychiatrie": 0,
  "specialiste_en_stomatologie": 0,
  "specialiste_en_ophtalmologie": 0,
  "specialiste_en_gynecologie_medicale": 0,
  "specialiste_en_oto_rhino_laryngologie": 0,
  "specialiste_en_gynecologie_obstetrique": 0,
  "specialiste_en_dermatologie_venereologie": 0,
  "specialiste_en_gastro_enterologie_hepatologie": 0,
  "specialiste_en_radiodiagnostic_et_imagerie_medicale": 0
}

Record 3geo_shape: {"type":"Feature","geometry":{"type":"Po · infirmier: 123

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  "infirmier": 123,
  "sage_femme": 5,
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  "zone_d_emploi": 1101,
  "arrondissement": 751,
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  "population_2010": 202685,
  "psychomotricien": 2,
  "audio_prothesiste": 3,
  "libelle_de_commune": [
    "Paris 18e Arrondissement"
  ],
  "pedicure_podologue": 45,
  "chirurgien_dentiste": 104,
  "departement_commune": 75118,
  "medecin_omnipraticien": 138,
  "masseur_kinesitherapeute": 165,
  "specialiste_en_pediatrie": 8,
  "specialiste_en_cardiologie": 8,
  "specialiste_en_pneumologie": 1,
  "specialiste_en_psychiatrie": 29,
  "specialiste_en_stomatologie": 2,
  "specialiste_en_ophtalmologie": 11,
  "specialiste_en_gynecologie_medicale": 14,
  "specialiste_en_oto_rhino_laryngologie": 6,
  "specialiste_en_gynecologie_obstetrique": 2,
  "specialiste_en_dermatologie_venereologie": 12,
  "specialiste_en_gastro_enterologie_hepatologie": 4,
  "specialiste_en_radiodiagnostic_et_imagerie_medicale": 23
}

Record 4geo_shape: {"type":"Feature","geometry":{"type":"Po · infirmier: 0

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  "unite_urbaine": 77000,
  "zone_d_emploi": 1106,
  "arrondissement": 773,
  "ergotherapeute": 0,
  "population_2010": 331,
  "psychomotricien": 0,
  "audio_prothesiste": 0,
  "libelle_de_commune": [
    "Balloy"
  ],
  "pedicure_podologue": 0,
  "chirurgien_dentiste": 0,
  "departement_commune": 77019,
  "medecin_omnipraticien": 0,
  "masseur_kinesitherapeute": 0,
  "specialiste_en_pediatrie": 0,
  "specialiste_en_cardiologie": 0,
  "specialiste_en_pneumologie": 0,
  "specialiste_en_psychiatrie": 0,
  "specialiste_en_stomatologie": 0,
  "specialiste_en_ophtalmologie": 0,
  "specialiste_en_gynecologie_medicale": 0,
  "specialiste_en_oto_rhino_laryngologie": 0,
  "specialiste_en_gynecologie_obstetrique": 0,
  "specialiste_en_dermatologie_venereologie": 0,
  "specialiste_en_gastro_enterologie_hepatologie": 0,
  "specialiste_en_radiodiagnostic_et_imagerie_medicale": 0
}

Record 5geo_shape: {"type":"Feature","geometry":{"type":"Po · infirmier: 0

{
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  "infirmier": 0,
  "sage_femme": 0,
  "departement": 78,
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  "canton_ville": 7810,
  "geo_point_2d": {
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    "lon": 1.642385288657097
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  "orthophoniste": 0,
  "unite_urbaine": 78000,
  "zone_d_emploi": 1110,
  "arrondissement": 781,
  "ergotherapeute": 0,
  "population_2010": 1011,
  "psychomotricien": 0,
  "audio_prothesiste": 0,
  "libelle_de_commune": [
    "Guernes"
  ],
  "pedicure_podologue": 0,
  "chirurgien_dentiste": 0,
  "departement_commune": 78290,
  "medecin_omnipraticien": 0,
  "masseur_kinesitherapeute": 0,
  "specialiste_en_pediatrie": 0,
  "specialiste_en_cardiologie": 0,
  "specialiste_en_pneumologie": 0,
  "specialiste_en_psychiatrie": 0,
  "specialiste_en_stomatologie": 0,
  "specialiste_en_ophtalmologie": 0,
  "specialiste_en_gynecologie_medicale": 0,
  "specialiste_en_oto_rhino_laryngologie": 0,
  "specialiste_en_gynecologie_obstetrique": 0,
  "specialiste_en_dermatologie_venereologie": 0,
  "specialiste_en_gastro_enterologie_hepatologie": 0,
  "specialiste_en_radiodiagnostic_et_imagerie_medicale": 0
}

Live sample captured at profiling time — values may have changed upstream.

Verification Status

Using the API

Configuration

Base URL: https://data.iledefrance.fr/api/explore/v2.1/catalog/datasets/nombre-de-fonctions-medicales-et-paramedicales-par-commune-ou-arrondissement-bas

License

Licence Ouverte 2.0 (France / Etalab)Open

✓ Redistributable
✓ Attribution required

Query examples

curl -s 'https://data.iledefrance.fr/api/explore/v2.1/catalog/datasets/nombre-de-fonctions-medicales-et-paramedicales-par-commune-ou-arrondissement-bas/records?limit=20' -H 'Accept: application/json'

First 20 records of the dataset as JSON.

Uses the Opendatasoft Explore v2.1 syntax — supports select, where, group_by and order_by.

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Rate limits

10 000 req/day

per ipmeasured

observed 4 hours ago

Dataset

Volume & freshness

Records

1.3k

1300

Update cadence

Annual

declared upstream

Last upstream update

8 years ago

2019-03-16

Temporal coverage

2012 → ongoing

License

No license declared upstream.

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Number of medical and paramedical functions by municipality or district (permanent facilities database)Nombre de fonctions médicales et paramédicales par commune ou arrondissement (base permanente des équipements)

Trust score

Data schema (33 fields)

Query the data

Sample data (5 records)

Verification Status

Using the API

Configuration

License

Query examples

Rate limits

Dataset

Volume & freshness

License

Machine-readable & source