Employment (quarter sample) in Île-de-France municipalities (Insee data)Emploi au quart des communes d'Île-de-France (données Insee)
Emploi au quart des communes d'Île-de-France (données Insee)Employment (quarter sample) in Île-de-France municipalities (Insee data)
This API provides municipal-level employment figures for the Île-de-France region, based on a quarter-sample extraction from French national census (Insee) data, covering the period from 1962 (with a 2020 situation update) onward. At the census, working people can be counted either at their place of residence or at their place of work; this dataset focuses on employment counted at the place of work, as opposed to the resident active population counted at the place of residence. It is published via the Île-de-France open-data portal and is useful for analyzing local labor markets and commuting patterns across Île-de-France communes over time.[Situation 2020] Emploi communal au quart depuis 1962. Au recensement, les personnes actives ayant un emploi peuvent être comptées à leur lieu de résidence ou à leur lieu de travail. Au lieu de travail, on parle d'emploi au lieu de travail ou plus brièvement d'emploi. Par opposition a lieu de rés...
Trust score
How is this computed?Weighted across five axes. Tap a ring for what it measures.
Data schema (57 fields)
Click a field to see example values.
| Fill | Field | Type | Description |
|---|---|---|---|
| — | geo_point_2dGeo Point | geo_point_2d | Geographic center point of the commune.Geographic center point of the commune. |
| — | geo_shapeShape | geo_shape | Geographic boundary shape of the commune.Geographic boundary shape of the commune. |
| — | objectid | int | Internal record identifier.Internal record identifier. |
| — | insee | text | INSEE code identifying the commune.Code Insee de la commune |
| — | tx_emp1990Tx emp1990 | double | Employment rate in the commune in 1990.Taux d'emploi 1990 |
| — | tx_emp1999Tx emp1999 | double | Employment rate in the commune in 1999.Taux d'emploi 1999 |
| — | tcam9099 | double | Average annual rate of change in employment, 1990–1999.Taux d'évolution annuelle 1990 - 1999 |
| — | emp2006 | double | Number of jobs in the commune in 2006.Emploi 2006 |
| — | emp_h2006Emp h2006 | double | Number of male jobs in the commune in 2006.Emploi des hommes 2006 |
| — | emp_f2006Emp f2006 | double | Number of female jobs in the commune in 2006.Emploi des femmes 2006 |
| 100% | emp_h2007Emp h2007 | double | Number of male jobs in the commune in 2007.Emploi des hommes 2007 |
| 100% | emp_f2007Emp f2007 | double | Number of female jobs in the commune in 2007.Emploi des femmes 2007 |
| 100% | emp2007 | double | Number of jobs in the commune in 2007.Emploi 2007 |
| 100% | emp_h2008Emp h2008 | double | Number of male jobs in the commune in 2008.Emploi des hommes 2008 |
| 100% | emp_f2008Emp f2008 | double | Number of female jobs in the commune in 2008.Emploi des femmes 2008 |
| 100% | emp2008 | double | Number of jobs in the commune in 2008.Emploi 2008 |
| 100% | emp2009 | double | Number of jobs in the commune in 2009.Emploi 2009 |
| 100% | emp_h2009Emp h2009 | double | Number of male jobs in the commune in 2009.Emploi des hommes 2009 |
| 100% | emp_f2009Emp f2009 | double | Number of female jobs in the commune in 2009.Emploi des femmes 2009 |
| 100% | emp_h2010Emp h2010 | double | Number of male jobs in the commune in 2010.Emploi des hommes 2010 |
| 100% | emp_f2010Emp f2010 | double | Number of female jobs in the commune in 2010.Emploi des femmes 2010 |
| 100% | emp2010 | double | Number of jobs in the commune in 2010.Emploi 2010 |
| 100% | emp_h2011Emp h2011 | double | Number of male jobs in the commune in 2011.Emploi des hommes 2011 |
| 100% | emp_f2011Emp f2011 | double | Number of female jobs in the commune in 2011.Emploi des femmes 2011 |
| 100% | emp2011 | double | Number of jobs in the commune in 2011.Emploi 2011 |
| 100% | emp_h2012Emp h2012 | double | Number of male jobs in the commune in 2012.Emploi des hommes 2012 |
| 100% | emp_f2012Emp f2012 | double | Number of female jobs in the commune in 2012.Emploi des femmes 2012 |
| 100% | emp2012 | double | Number of jobs in the commune in 2012.Emploi 2012 |
| 100% | emp_h2013Emp h2013 | double | Number of male jobs in the commune in 2013.Emploi des hommes 2013 |
| 100% | emp_f2013Emp f2013 | double | Number of female jobs in the commune in 2013.Emploi des femmes 2013 |
| 100% | emp2013 | double | Number of jobs in the commune in 2013.Emploi 2013 |
| 100% | emp_h2014Emp h2014 | double | Number of male jobs in the commune in 2014.Emploi des hommes 2014 |
| 100% | emp_f2014Emp f2014 | double | Number of female jobs in the commune in 2014.Emploi des femmes 2014 |
| 100% | emp2014 | double | Number of jobs in the commune in 2014.Emploi 2014 |
| 100% | emp_h2015Emp h2015 | double | Number of male jobs in the commune in 2015.Emploi des hommes 2015 |
| 100% | emp_f2015Emp f2015 | double | Number of female jobs in the commune in 2015.Emploi des femmes 2015 |
| 100% | emp2015 | double | Number of jobs in the commune in 2015.Emploi 2015 |
| 100% | emp1999 | int | Number of jobs in the commune in 1999.Emploi 1999 |
| 100% | emp1990 | int | Number of jobs in the commune in 1990.Emploi 1990 |
| 100% | emp1982 | int | Number of jobs in the commune in 1982.Emploi 1982 |
| 100% | emp1975 | int | Number of jobs in the commune in 1975.Emploi 1975 |
| 100% | emp1968 | int | Number of jobs in the commune in 1968.Emploi 1968 |
| 100% | emp_h2016Emp h2016 | double | Number of male jobs in the commune in 2016.Emploi des hommes 2016 |
| 100% | emp_f2016Emp f2016 | double | Number of female jobs in the commune in 2016.Emploi des femmes 2016 |
| 100% | emp2016 | double | Number of jobs in the commune in 2016.Emploi 2016 |
| 100% | emp_h2017Emp h2017 | double | Number of male jobs in the commune in 2017.Emploi des hommes 2017 |
| 100% | emp_f2017Emp f2017 | double | Number of female jobs in the commune in 2017.Emploi des femmes 2017 |
| 100% | emp2017 | double | Number of jobs in the commune in 2017.Emploi 2017 |
| 100% | emp_h2018Emp h2018 | double | Number of male jobs in the commune in 2018.Emploi des hommes 2018 |
| 100% | emp_f2018Emp f2018 | double | Number of female jobs in the commune in 2018.Emploi des femmes 2018 |
| 100% | emp2018 | double | Number of jobs in the commune in 2018.Emploi 2018 |
| 100% | emp_h2019Emp h2019 | double | Number of male jobs in the commune in 2019.Emploi des hommes 2019 |
| 100% | emp_f2019Emp f2019 | double | Number of female jobs in the commune in 2019.Emploi des femmes 2019 |
| 100% | emp2019 | double | Number of jobs in the commune in 2019.Emploi 2019 |
| 100% | emp_h2020Emp h2020 | double | Number of male jobs in the commune in 2020.Emploi des hommes 2020 |
| 100% | emp_f2020Emp f2020 | double | Number of female jobs in the commune in 2020.Emploi des femmes 2020 |
| 100% | emp2020 | double | Number of jobs in the commune in 2020.Emploi 2019 |
Schema captured from opendatasoft 3 days 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.
Sample data (5 records)
Record 1insee: 77366 · emp1968: 32
{
"insee": "77366",
"emp1968": 32,
"emp1975": 15,
"emp1982": 0,
"emp1990": 20,
"emp1999": 16,
"emp2006": 11.847131999999998,
"emp2007": 11.82,
"emp2008": 7.74,
"emp2009": 11.93,
"emp2010": 12.03,
"emp2011": 16.29,
"emp2012": 16.24,
"emp2013": 17.14,
"emp2014": 19.46,
"emp2015": 19.51,
"emp2016": 16.23,
"emp2017": 16.39,
"emp2018": 6.29,
"emp2019": 6.84,
"emp2020": 1.4,
"objectid": 368,
"tcam9099": -2.45,
"emp_f2006": 7.898088,
"emp_f2007": 7.88,
"emp_f2008": 3.87,
"emp_f2009": 3.94,
"emp_f2010": 4,
"emp_f2011": 4.1,
"emp_f2012": 4.11,
"emp_f2013": 4.64,
"emp_f2014": 9.66,
"emp_f2015": 9.92,
"emp_f2016": 10.1,
"emp_f2017": 10.21,
"emp_f2018": 5.24,
"emp_f2019": 5.35,
"emp_f2020": 0,
"emp_h2006": 3.949044,
"emp_h2007": 3.94,
"emp_h2008": 3.87,
"emp_h2009": 7.99,
"emp_h2010": 8.03,
"emp_h2011": 12.19,
"emp_h2012": 12.13,
"emp_h2013": 12.5,
"emp_h2014": 9.8,
"emp_h2015": 9.59,
"emp_h2016": 6.13,
"emp_h2017": 6.18,
"emp_h2018": 1.05,
"emp_h2019": 1.49,
"emp_h2020": 1.4,
"geo_shape": {
"type": "Feature",
"geometry": {
"type": "MultiPoint",
"coordinates": [
[
2.794740993178086,
49.00742694166953
]
]
},
"properties": {}
},
"tx_emp1990": 0.19,
"tx_emp1999": 0.12,
"geo_point_2d": {
"lat": 49.00742694166953,
"lon": 2.7947409931780864
}
}Record 2insee: 77456 · emp1968: 124
{
"insee": "77456",
"emp1968": 124,
"emp1975": 65,
"emp1982": 56,
"emp1990": 36,
"emp1999": 80,
"emp2006": 40.495668,
"emp2007": 51.79,
"emp2008": 56.52,
"emp2009": 60.9,
"emp2010": 63.03,
"emp2011": 63.32,
"emp2012": 67.59,
"emp2013": 64.98,
"emp2014": 61.37,
"emp2015": 58.08,
"emp2016": 63.69,
"emp2017": 55.41,
"emp2018": 55.18,
"emp2019": 55.19,
"emp2020": 55.93,
"objectid": 455,
"tcam9099": 9.27,
"emp_f2006": 20.392098999999998,
"emp_f2007": 20.45,
"emp_f2008": 20.7,
"emp_f2009": 24.81,
"emp_f2010": 26.78,
"emp_f2011": 27.22,
"emp_f2012": 26.83,
"emp_f2013": 27.5,
"emp_f2014": 23.38,
"emp_f2015": 19.98,
"emp_f2016": 20.09,
"emp_f2017": 20.15,
"emp_f2018": 20.07,
"emp_f2019": 20,
"emp_f2020": 20.24,
"emp_h2006": 20.103569,
"emp_h2007": 31.34,
"emp_h2008": 35.82,
"emp_h2009": 36.09,
"emp_h2010": 36.25,
"emp_h2011": 36.1,
"emp_h2012": 40.76,
"emp_h2013": 37.48,
"emp_h2014": 37.99,
"emp_h2015": 38.1,
"emp_h2016": 43.6,
"emp_h2017": 35.26,
"emp_h2018": 35.11,
"emp_h2019": 35.19,
"emp_h2020": 35.69,
"geo_shape": {
"type": "Feature",
"geometry": {
"type": "MultiPoint",
"coordinates": [
[
3.299496197202668,
48.50854418416377
]
]
},
"properties": {}
},
"tx_emp1990": 0.12,
"tx_emp1999": 0.22,
"geo_point_2d": {
"lat": 48.50854418416377,
"lon": 3.2994961972026675
}
}Record 3insee: 91390 · emp1968: 968
{
"insee": "91390",
"emp1968": 968,
"emp1975": 830,
"emp1982": 832,
"emp1990": 768,
"emp1999": 871,
"emp2006": 870.73914,
"emp2007": 838.91,
"emp2008": 837.5,
"emp2009": 837.07,
"emp2010": 873.11,
"emp2011": 848.17,
"emp2012": 868.7,
"emp2013": 882.94,
"emp2014": 923.59,
"emp2015": 890.97,
"emp2016": 836.96,
"emp2017": 855.39,
"emp2018": 910.12,
"emp2019": 910.21,
"emp2020": 930.84,
"objectid": 893,
"tcam9099": 1.47,
"emp_f2006": 376.983628,
"emp_f2007": 368.44,
"emp_f2008": 373.38,
"emp_f2009": 383.81,
"emp_f2010": 397.75,
"emp_f2011": 372.19,
"emp_f2012": 381.97,
"emp_f2013": 388.7,
"emp_f2014": 402.41,
"emp_f2015": 398.92,
"emp_f2016": 343.11,
"emp_f2017": 363.29,
"emp_f2018": 365.94,
"emp_f2019": 364.88,
"emp_f2020": 373.42,
"emp_h2006": 493.755512,
"emp_h2007": 470.47,
"emp_h2008": 464.12,
"emp_h2009": 453.26,
"emp_h2010": 475.36,
"emp_h2011": 475.98,
"emp_h2012": 486.73,
"emp_h2013": 494.24,
"emp_h2014": 521.18,
"emp_h2015": 492.05,
"emp_h2016": 493.85,
"emp_h2017": 492.1,
"emp_h2018": 544.18,
"emp_h2019": 545.33,
"emp_h2020": 557.42,
"geo_shape": {
"type": "Feature",
"geometry": {
"type": "MultiPoint",
"coordinates": [
[
2.07323882936404,
48.3180869992531
],
[
2.13170437451033,
48.30735243116563
]
]
},
"properties": {}
},
"tx_emp1990": 0.94,
"tx_emp1999": 0.96,
"geo_point_2d": {
"lat": 48.31271971520937,
"lon": 2.1024716019371854
}
}Record 4insee: 93063 · emp1968: 12148
{
"insee": "93063",
"emp1968": 12148,
"emp1975": 12840,
"emp1982": 10708,
"emp1990": 9316,
"emp1999": 7820,
"emp2006": 6815.634889,
"emp2007": 6617.39,
"emp2008": 6405.85,
"emp2009": 6356.46,
"emp2010": 6319.82,
"emp2011": 6404.04,
"emp2012": 6207.04,
"emp2013": 6493.57,
"emp2014": 6759.82,
"emp2015": 6923.5,
"emp2016": 6904.17,
"emp2017": 7248.59,
"emp2018": 7173.89,
"emp2019": 7351.6,
"emp2020": 7606.81,
"objectid": 1046,
"tcam9099": -1.92,
"emp_f2006": 2707.530056,
"emp_f2007": 2674.7,
"emp_f2008": 2666.29,
"emp_f2009": 2709.14,
"emp_f2010": 2714.34,
"emp_f2011": 2793.72,
"emp_f2012": 2778.63,
"emp_f2013": 2903.8,
"emp_f2014": 3023.88,
"emp_f2015": 3155.43,
"emp_f2016": 3057,
"emp_f2017": 3235.46,
"emp_f2018": 3223.21,
"emp_f2019": 3310.64,
"emp_f2020": 3491.21,
"emp_h2006": 4108.104833,
"emp_h2007": 3942.69,
"emp_h2008": 3739.56,
"emp_h2009": 3647.32,
"emp_h2010": 3605.48,
"emp_h2011": 3610.32,
"emp_h2012": 3428.41,
"emp_h2013": 3589.77,
"emp_h2014": 3735.94,
"emp_h2015": 3768.07,
"emp_h2016": 3847.17,
"emp_h2017": 4013.13,
"emp_h2018": 3950.68,
"emp_h2019": 4040.96,
"emp_h2020": 4115.6,
"geo_shape": {
"type": "Feature",
"geometry": {
"type": "MultiPoint",
"coordinates": [
[
2.438064709161458,
48.88466720836412
]
]
},
"properties": {}
},
"tx_emp1990": 0.79,
"tx_emp1999": 0.68,
"geo_point_2d": {
"lat": 48.88466720836412,
"lon": 2.438064709161458
}
}Record 5insee: 77227 · emp1968: 60
{
"insee": "77227",
"emp1968": 60,
"emp1975": 95,
"emp1982": 100,
"emp1990": 84,
"emp1999": 80,
"emp2006": 97.323694,
"emp2007": 104.89,
"emp2008": 108.08,
"emp2009": 109.93,
"emp2010": 94.97,
"emp2011": 120.27,
"emp2012": 129.92,
"emp2013": 120.99,
"emp2014": 113.12,
"emp2015": 100.13,
"emp2016": 84.6,
"emp2017": 95.24,
"emp2018": 101.01,
"emp2019": 100.38,
"emp2020": 102.09,
"objectid": 235,
"tcam9099": -0.54,
"emp_f2006": 31.781455,
"emp_f2007": 38.96,
"emp_f2008": 50.73,
"emp_f2009": 59.53,
"emp_f2010": 49.58,
"emp_f2011": 57.93,
"emp_f2012": 56.73,
"emp_f2013": 49.85,
"emp_f2014": 38.23,
"emp_f2015": 38.35,
"emp_f2016": 30.24,
"emp_f2017": 45.55,
"emp_f2018": 45.94,
"emp_f2019": 45.18,
"emp_f2020": 44.49,
"emp_h2006": 65.542239,
"emp_h2007": 65.93,
"emp_h2008": 57.35,
"emp_h2009": 50.4,
"emp_h2010": 45.39,
"emp_h2011": 62.34,
"emp_h2012": 73.19,
"emp_h2013": 71.14,
"emp_h2014": 74.89,
"emp_h2015": 61.78,
"emp_h2016": 54.36,
"emp_h2017": 49.69,
"emp_h2018": 55.07,
"emp_h2019": 55.2,
"emp_h2020": 57.6,
"geo_shape": {
"type": "Feature",
"geometry": {
"type": "MultiPoint",
"coordinates": [
[
3.346051981751952,
48.486152113473615
]
]
},
"properties": {}
},
"tx_emp1990": 0.42,
"tx_emp1999": 0.35,
"geo_point_2d": {
"lat": 48.486152113473615,
"lon": 3.346051981751952
}
}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/emploi-au-quart-de-1968-a-2016-dile-de-france
License
- ✓ Redistributable
- ✓ Attribution required
Query examples
curl -s 'https://data.iledefrance.fr/api/explore/v2.1/catalog/datasets/emploi-au-quart-de-1968-a-2016-dile-de-france/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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Source: opendatasoft
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