Helpers for data loaded from http://stat.gibdd.ru

Before	After

address_coordinate_cleaning.py - replace coordinates of accident by address coordinates (with help of Yandex Geocoder).

addresses_to_street_projection.py - project coordinates of address to the nearest street.

Dependencies

For address_coordinate_cleaning.py:

• pandas
• yandex_geocoder
• tqdm

For addresses_to_street_projection.py:

• pandas
• numpy
• osmnx
• networkx
• shapely
• tqdm

Running

Fix fields in scripts (csv_path and city) for running.

Known problems

• addresses_to_street_projection.py failed with error Connection refused - turn on VPN for loading of graph of streets.