Register record·DATASET·FR·AGENCYSTALE · checked 5d ago
M
Make Open Data - Department-Wide Healthcare Professionals (2022)
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.[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).
health
Trust score
How is this computed?28
poor
Weighted across five axes. Tap a ring for what it measures.
Data schema (45 fields)
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| Field | Type | Description |
|---|---|---|
| region | int | Numeric code identifying the French region.Numeric code identifying the French region. |
| libelle_regionLibelle region | text | Name of the French region.Name of the French region. |
| departement | int | Numeric code identifying the French department.Numeric code identifying the French department. |
| libelle_departementLibelle departement | text | Name of the French department.Name of the French department. |
| Stomatologues | int | Number of stomatologists practicing in the department.Number of stomatologists practicing in the department. |
| Anesthésistes-réanimateurs | int | Number of anesthesiologists-intensivists practicing in the department.Number of anesthesiologists-intensivists practicing in the department. |
| Autres médecinsAutres médecins | int | Number of other, unclassified physicians in the department.Number of other, unclassified physicians in the department. |
| Cardiologues | int | Number of cardiologists practicing in the department.Number of cardiologists practicing in the department. |
| Chirurgiens | int | Number of surgeons practicing in the department.Number of surgeons practicing in the department. |
| Chirurgiens-dentistes (hors spécialistes d'orthopédie dento-fChirurgiens-dentistes (hors spécialistes d'orthopédie dento-f | int | Number of dentists excluding dento-facial orthopedics specialists.Number of dentists excluding dento-facial orthopedics specialists. |
| Chirurgiens-dentistes spécialistes d'orthopédie dento-facialeChirurgiens-dentistes spécialistes d'orthopédie dento-faciale | int | Number of dentists specialized in dento-facial orthopedics.Number of dentists specialized in dento-facial orthopedics. |
| Dermatologues | int | Number of dermatologists practicing in the department.Number of dermatologists practicing in the department. |
| Endocrinologues | int | Number of endocrinologists practicing in the department.Number of endocrinologists practicing in the department. |
| Ensemble des auxiliaires médicauxEnsemble des auxiliaires médicaux | int | Total number of paramedical health professionals in the department.Total number of paramedical health professionals in the department. |
| Ensemble des chirurgiens-dentistesEnsemble des chirurgiens-dentistes | int | Total number of dentists in the department.Total number of dentists in the department. |
| Ensemble des médecinsEnsemble des médecins | int | Total number of physicians in the department.Total number of physicians in the department. |
| Ensemble des médecins généralistesEnsemble des médecins généralistes | int | Total number of general practitioners in the department.Total number of general practitioners in the department. |
| Ensemble des médecins spécialistes (hors généralistes)Ensemble des médecins spécialistes (hors généralistes) | int | Total number of specialist physicians excluding general practitioners.Total number of specialist physicians excluding general practitioners. |
| Gynécologues médicaux et obstétriciensGynécologues médicaux et obstétriciens | int | Number of medical gynecologists and obstetricians in the department.Number of medical gynecologists and obstetricians in the department. |
| Hépato-gastro-entérologues | int | Number of hepato-gastroenterologists practicing in the department.Number of hepato-gastroenterologists practicing in the department. |
| Infirmiers | int | Number of nurses practicing in the department.Number of nurses practicing in the department. |
| Masseurs-kinésithérapeutes | int | Number of physiotherapists practicing in the department.Number of physiotherapists practicing in the department. |
| Médecins généralistes (hors médecins à expertise particuliMédecins généralistes (hors médecins à expertise particuli | int | Number of general practitioners excluding those with special expertise.Number of general practitioners excluding those with special expertise. |
| Médecins généralistes à expertise particulière (MEP)Médecins généralistes à expertise particulière (mep) | int | Number of general practitioners with special expertise (MEP).Number of general practitioners with special expertise (MEP). |
| Médecins nucléairesMédecins nucléaires | int | Number of nuclear medicine physicians practicing in the department.Number of nuclear medicine physicians practicing in the department. |
| Médecins pathologistesMédecins pathologistes | int | Number of pathologists practicing in the department.Number of pathologists practicing in the department. |
| Rhumatologues | int | Number of rheumatologists practicing in the department.Number of rheumatologists practicing in the department. |
| Sages-femmes | int | Number of midwives practicing in the department.Number of midwives practicing in the department. |
| Néphrologues | int | Number of nephrologists practicing in the department.Number of nephrologists practicing in the department. |
| Neurologues | int | Number of neurologists practicing in the department.Number of neurologists practicing in the department. |
| Ophtalmologues | int | Number of ophthalmologists practicing in the department.Number of ophthalmologists practicing in the department. |
| Orthophonistes | int | Number of speech therapists practicing in the department.Number of speech therapists practicing in the department. |
| Orthoptistes | int | Number of orthoptists practicing in the department.Number of orthoptists practicing in the department. |
| Oto-rhino-laryngologistes | int | Number of ENT specialists practicing in the department.Number of ENT specialists practicing in the department. |
| Pédiatres | int | Number of pediatricians practicing in the department.Number of pediatricians practicing in the department. |
| Pédicures-podologues | int | Number of podiatrists practicing in the department.Number of podiatrists practicing in the department. |
| Pneumologues | int | Number of pulmonologists practicing in the department.Number of pulmonologists practicing in the department. |
| Psychiatres | int | Number of psychiatrists practicing in the department.Number of psychiatrists practicing in the department. |
| Radiologues | int | Number of radiologists practicing in the department.Number of radiologists practicing in the department. |
| Radiothérapeutes | int | Number of radiotherapists practicing in the department.Number of radiotherapists practicing in the department. |
| Médecins vasculairesMédecins vasculaires | int | Number of vascular medicine physicians practicing in the department.Number of vascular medicine physicians practicing in the department. |
| Allergologues | int | Number of allergists practicing in the department.Number of allergists practicing in the department. |
| population_departementPopulation departement | number | Total population of the department.Total population of the department. |
| latitude_centre_departementLatitude centre departement | number | Latitude of the department's geographic center.Latitude of the department's geographic center. |
| longitude_centre_departementLongitude centre departement | number | Longitude of the department's geographic center.Longitude of the department's geographic center. |
Schema inferred from the distribution file's first records 1 day ago. Column types are sampled estimates, not source-declared.
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Sample data (5 records)
Record 1region: 01 · Infirmiers: 4812
{
"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"
}Record 2region: 02 · Infirmiers: 4388
{
"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"
}Record 3region: 03 · Infirmiers: 1180
{
"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"
}Record 4region: 04 · Infirmiers: 7944
{
"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"
}Record 5region: 06 · Infirmiers: 564
{
"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"
}Live sample captured at profiling time — values may have changed upstream.
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curl -sL 'https://www.data.gouv.fr/api/1/datasets/r/70575b95-596d-414b-a755-91e7aeb7e46a' -o data.csvFull csv file download — the schema shown was inferred from the file's first records.
Dataset
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22 KB
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70575b95-596d-414b-a755-91e7aeb7e46a
https://www.data.gouv.fr/api/1/datasets/r/70575b95-596d-414b-a755-91e7aeb7e46acsv●
22 KB