Table: Socio Demographics Per IRIS
This model provides agregated socio-demographic statistics for France at the IRIS level, based on INSEE datasets from the 2020 population census, FiLoSoFi, and other public datasets. It includes breakdowns by age group, socio-professional categories (CSP), nationality, and income quantiles.
The data was aggregated and cleaned via an intermediate Jupyter notebook that harmonizes multiple sources into a single, structured dataset. Each row represents an IRIS unit, which is the smallest statistical geographic unit used by INSEE. It was then agregated with the global venue model to include a venue_density metric.
Table description
Data sources : - Code Commune / Canton (INSEE) A dataset containing codes for French communes and cantons, enabling the geographical linking of socio-economic data. This source is key for geographical identification in data analyses. Link to source - Population 2020 et Statistiques (INSEE) The 2020 census data, detailing demographic characteristics like age, sex, and socio-professional categories. It is used to analyze the population structure in France. Link to source - FiLoSoFi IRIS ou COM - 2020 (INSEE) This dataset provides detailed information on the living standards of households at a fine geographical level (IRIS or communes), focusing on income and poverty levels. It enables a detailed analysis of income distribution and economic disparities. Link to FiLoSoFi IRIS 2020 Link to FiLoSoFi IRIS ou COM - 2020 - Population 2020 (INSEE) Detailed demographic data for the population of France in 2020, covering age, sex, nationality, and other socio-demographic factors. This data is used for socio-demographic analysis and infrastructure planning. Link to source
| name | data_type | description |
|---|---|---|
| iris_code | The official INSEE code identifying the IRIS (Îlots Regroupés pour l'Information Statistique) area. | |
| iris_internal_id | The internal identifier for the IRIS area within the system. | |
| iris_label | The descriptive name or label of the IRIS area. | |
| city_code | The official INSEE code of the municipality (commune) containing the IRIS area. | |
| city_label | The name of the municipality (commune) containing the IRIS area. | |
| territorial_authority_code | The official code of the territorial authority (collectivité territoriale) containing the IRIS area. | |
| epci_code | The official code of the EPCI (Établissement Public de Coopération Intercommunale) containing the IRIS area. | |
| epci_label | The name of the EPCI containing the IRIS area. | |
| department_code | The official code of the department (département) containing the IRIS area. | |
| department_name | The official name of the department containing the IRIS area. | |
| region_name | The official name of the region containing the IRIS area. | |
| academy_name | The name of the educational academy (académie) associated with the IRIS area. | |
| territorial_authority_label | The name of the territorial authority (collectivité territoriale) containing the IRIS area. | |
| density_level | The numerical level indicating the population density of the IRIS area. | |
| density_label | The descriptive label for the population density level of the IRIS area. | |
| density_macro_level | The broader categorization of population density for the IRIS area. | |
| geo_code | The unique geographic code identifying the IRIS area. | |
| rural_city_type | The classification of the municipality type (rural, urban, etc.) containing the IRIS area. | |
| iris_area_sq_km | The area of the IRIS, calculated in square kilometers. | |
| total_venue_20_km | The total distinct number of venues located under a 20 kilometers area around the centroid of the IRIS. | |
| total_venue_5_km | The total distinct number of venues located under a 5 kilometers area around the centroid of the IRIS. | |
| total_population | The total number of french population. | |
| total_population_15_years_or_more | The total population over 15 years living in the IRIS. | |
| total_population_11_17_years | The total population between 11 and 17 years living in the IRIS. | |
| total_population_18_24_years | The total population between 18 ans 24 years living in the IRIS. | |
| total_revenue_10_decile | The 10th percentile of income for the IRIS area, representing the income below which 10% of the population earns. | |
| total_revenue_50_decile | The 50th percentile of income for the IRIS area, representing the median income. | |
| total_revenue_90_decile | The 90th percentile of income for the IRIS area, representing the income below which 90% of the population earns. | |
| pct_csp_1 | The percentage of the population, that have 15 years or more, belonging to the socio-professional category 1 - Farmers. | |
| pct_csp_2 | The percentage of the population, that have 15 years or more, belonging to the socio-professional category 2 - Craftsmen, Traders, Business Leaders. | |
| pct_csp_3 | The percentage of the population, that have 15 years or more, belonging to the socio-professional category 3 - Executives and Higher Intellectual Professions. | |
| pct_csp_4 | The percentage of the population, that have 15 years or more, belonging to the socio-professional category 4 - Intermediate professions. | |
| pct_csp_5 | The percentage of the population, that have 15 years or more, belonging to the socio-professional category 5 - Employees. | |
| pct_csp_6 | The percentage of the population, that have 15 years or more, belonging to the socio-professional category 6 - Workers. | |
| pct_csp_7 | The percentage of the population, that have 15 years or more, belonging to the socio-professional category 7 - Retired. | |
| pct_csp_8 | The percentage of the population, that have 15 years or more, belonging to the socio-professional category 8 - Others without professional activity. | |
| pct_french_population | The percentage of the population that have French nationality, all ages included. | |
| pct_foreign_population | The percentage of the population that have foreign nationality, all ages included. |