Employment at Place of Work by Form of Employment and Working Time – Detailed Data (EMP4)Emploi au lieu de travail selon la forme d’emploi et le temps de travail – Données détaillées (EMP4)

Emploi au lieu de travail selon la forme d’emploi et le temps de travail – Données détaillées (EMP4)Employment at Place of Work by Form of Employment and Working Time – Detailed Data (EMP4)

APIExecutable4/7Query nowOpen workbench Subscribe🇫🇷France

Website Docs

This dataset, published by INSEE, France's national statistics institute, provides detailed characteristics of employment at place of work, broken down by form of employment (e.g. full-time, part-time), working time, and sex. Data are available at the communal and supra-communal level for metropolitan France and its overseas territories, excluding Mayotte. It is derived from the population census and is useful for analyzing local labor market structures and employment patterns across French municipalities and larger territorial groupings.Caractéristiques des emplois au lieu de travail selon la forme d'emploi, le temps de travail et le sexe au niveau communal et supracommunal pour la France hors Mayotte.

Filter by dimension Run verified request Read the docs

Trust score

How is this computed?

good

Weighted across five axes. Tap a ring for what it measures.

Data schema (9 fields)

Click a field to see example values.

Field	Type	Description
GEOTerritory	string	Geographic code identifying the territorial unit (commune or larger area).Geographic code identifying the territorial unit (commune or larger area).
SEX	string	Sex of workers, e.g. male or female.Sex of workers, e.g. male or female.
EMPFORM	string	Code for the form of employment (e.g. salaried, self-employed).Code for the form of employment (e.g. salaried, self-employed).
FREQFrequency	string	Frequency of the statistical observation (e.g. annual).Frequency of the statistical observation (e.g. annual).
EMPSTA_ENQEmpsta enq	string	Code for employment status as classified in the survey.Code for employment status as classified in the survey.
TIME_PERIODPeriod	string	Reference year of the observation.Reference year of the observation.
WKTIME	string	Working time category, such as full-time or part-time.Working time category, such as full-time or part-time.
RP_MEASURERp measure	string	Code identifying the statistical measure used, e.g. number of jobs.Code identifying the statistical measure used, e.g. number of jobs.
OBS_VALUE_NIVEAUValue	number	Observed value, number of jobs at workplace for the given breakdown.Observed value, number of jobs at workplace for the given breakdown.

Schema captured from melodi 12 hours ago.

Query the data

Pick columns and a sort, then fetch a live preview straight from the source. Choose an API-filterable column (marked ▾) under “Where” to pick from its list of values.

Where=

Sort by

Sample data (5 records)

Record 1GEO: 2026-AAV2020-001 · SEX: F

{
  "GEO": "2026-AAV2020-001",
  "SEX": "F",
  "FREQ": "A",
  "WKTIME": "FT",
  "EMPFORM": "1",
  "EMPSTA_ENQ": "1",
  "RP_MEASURE": "NBEMP",
  "TIME_PERIOD": "2023",
  "OBS_VALUE_NIVEAU": 193263.48598
}

Record 2GEO: 2026-AAV2020-001 · SEX: F

{
  "GEO": "2026-AAV2020-001",
  "SEX": "F",
  "FREQ": "A",
  "WKTIME": "PT",
  "EMPFORM": "1",
  "EMPSTA_ENQ": "1",
  "RP_MEASURE": "NBEMP",
  "TIME_PERIOD": "2023",
  "OBS_VALUE_NIVEAU": 59929.93277
}

Record 3GEO: 2026-AAV2020-001 · SEX: F

{
  "GEO": "2026-AAV2020-001",
  "SEX": "F",
  "FREQ": "A",
  "WKTIME": "_T",
  "EMPFORM": "1",
  "EMPSTA_ENQ": "1",
  "RP_MEASURE": "NBEMP",
  "TIME_PERIOD": "2023",
  "OBS_VALUE_NIVEAU": 253193.41875
}

Record 4GEO: 2026-AAV2020-001 · SEX: M

{
  "GEO": "2026-AAV2020-001",
  "SEX": "M",
  "FREQ": "A",
  "WKTIME": "FT",
  "EMPFORM": "1",
  "EMPSTA_ENQ": "1",
  "RP_MEASURE": "NBEMP",
  "TIME_PERIOD": "2023",
  "OBS_VALUE_NIVEAU": 379728.78083
}

Record 5GEO: 2026-AAV2020-001 · SEX: M

{
  "GEO": "2026-AAV2020-001",
  "SEX": "M",
  "FREQ": "A",
  "WKTIME": "PT",
  "EMPFORM": "1",
  "EMPSTA_ENQ": "1",
  "RP_MEASURE": "NBEMP",
  "TIME_PERIOD": "2023",
  "OBS_VALUE_NIVEAU": 55035.29981
}

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

Verification Status

Using the API

Configuration

Base URL: https://api.insee.fr/melodi/data/DS_RP_TD_EMPLOI_LT_EMPFORMWKTIME_COMP

Query examples

curl -s 'https://api.insee.fr/melodi/data/DS_RP_TD_EMPLOI_LT_EMPFORMWKTIME_COMP?maxResult=20' -H 'Accept: application/json'

First 20 observations (dimensions + measures) as JSON.

Full API documentation ↗

Machine-readable & source

JSON

Embed this badge in a README or wiki — it always shows the latest verification state and quality tier.