US Census demographics with Python
Read ACS population and household estimates, retain margins of error, and join records using stable geographic identifiers.
Canadian census and population data
Use dedicated Canadian routes to discover geographies and source characteristics before retrieving census observations.
Coordinates to census geography
Turn a US coordinate into published Census areas, then retrieve statistics for the relevant geography.
Custom-area demographic analysis
Analyze supported US boundaries or custom areas while keeping allocation methods and aggregation limits explicit.
Business counts and market sizing by industry
Build a reproducible industry-market comparison using establishments, employment, payroll and nonemployer records.
Employment, wages and commuting data
Combine BLS QCEW, unemployment series and LODES with their distinct geographic and statistical meanings.
Ground AI agents in cited public data
Give an AI tool bounded API access and enough provenance to explain where an answer came from.
Bulk exports for analytics and machine learning
Stream supported datasets into a feature pipeline while preserving release snapshots and resumable checkpoints.