Data Collection

Scrapers and ETLs


Code automated scrapers or follow processes to manually collect data.

  • Automated data scrapers regularly consolidate public police information.

  • Humans operate semi-automated processes to gather public information

  • Facilitate data sharing by good-faith police organizations.

Current state

The first batch of data into Dolt was uploaded manually. Dolt does have an API.

We use Python to scrape data into a Hadoop server, long enough that it can be translated to the submission format.

Future state

Scrapers in the PDAP-Scrapers repo are run on a schedule dictated by how often they're refreshed. People could also donate time and computing power to run them locally.