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Federal District Crime Information

This program scrapes the cuadrante polygon coordinates from the SSPDF's cuadrante delictivo map, it also cleans them and saves them as shapefiles in the cuadrantes-shps directory and as topojson in the html/js/cuadrantes-map.json file. It also cleans the PDF document of crime at the cuadrante level obtained from a FOIA request available in the sspdf-data directory. The clean data also includes population figures obtained by using a point-in-polygon algorithm from the 2010 Census at the manzana level

Requirements

  • Node.js
  • R
  • Topojson

To recreate the whole analysis just run:

make

The shapefile scraped from the cuadrante polygon coordinates actually had some geometry errors (introduced at the source, not from the scrapping), so I cleaned them up in QGIS and saved them as cuadrantes-sspdf-no-errors.shp, then I added population data from the 2010 census and saved the file as cuadrantes-sspdf-poblacion.shp. There's also a file called sectores.shp with all cuadrantes merged at the sector level.

If you only care about the cuadrante crime data it is available from the data/crime-df.csv file.

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