I build profiles and trend analyses using the most widely trusted public datasets, including the American Community Survey (ACS) and other federal, state, and local sources. Typical indicators include population change, age structure, race/ethnicity, household characteristics, language and disability status, income and poverty, education, broadband access, and transportation constraints (like no-vehicle households).

Outputs are structured for grant narratives, needs assessments, and planning documents—accurate, well-documented, and easy to integrate into your work.