Tools

ENR Scraper

Fetch and parse election night results from state and county ENR feeds into structured data.

PDF Scraper

Extract tabular results from election PDF reports, canvass documents, and official abstracts.

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.