Tools
Election data tooling for the VoteHub pipeline
ENR Scraper
Fetch and parse election night results from state and county election night reporting feeds into structured data.
PDF Scraper
Extract tabular results from election PDF reports, canvass documents, and official abstracts.
Manual Vote Entry
Enter and verify election results by hand for jurisdictions without an automated reporting feed.
Contest / Candidate Crosswalker
Map contests and candidates across sources to a unified VoteHub schema across cycles.
Precinct Crosswalker
Align precinct geographies and identifiers between election cycles, jurisdictions, and data vintages.