solmos / ses-ine

Area-level SES indicators from INE

Area-Level SES Indicators from INE

Data

NOTE: The folder data/ is not tracked by git due to the file size limit of GitHub.

The original data is available at INE's website:

https://www.ine.es/experimental/atlas/exp_atlas_tab.htm

I downloaded the ZIP files for:

• Indicadores de renta media y mediana

• Índice de Gini y Distribución de la renta P80/P20

Each folder has several files with the data in different formats and shapes. I used the CSV called csv_bdsc.csv from each folder and named them, respectively:

• data/income.csv

• data/gini.csv

I also downloaded the map of Spain by districts (2018) from INE's site:

https://www.ine.es/ss/Satellite?L=es_ES&c=Page&cid=1259952026632&p=1259952026632&pagename=ProductosYServicios%2FPYSLayout

I placed the corresponding SHAPE files in data/maps/ine/.

I use this map to subset the districts in Catalonia and link the SES indicators with the corresponding district polygons.

Output

See ses-ine.R for details on the data cleaning and wrangling.

Processed data

The processed data set is saved in different formats inside the data-processed/ folder:

File	Description
data-processed/ses_cat.csv	SES indicators by section in Catalonia
data-processed/ses_cat.rds	tibble with SES indicators by section in Catalonia
data-processed/ses_cat_sf.rds	sf object with SES indicators by section in Catalonia

The SES indicators reported in this data set are:

Variable	Description	Units
net_income_avg	Average net income by person	Euros
net_income_avg_household	Average net income by household	Euros
gini	Gini Index
p80_p20	P80/P20 income distribution

Maps

The maps are saved in the figs/ folder.