
Author
Evan Brooks
Data Editor
Data editor for the ByCounty Network, responsible for methodology documentation, source review, and editorial QA on county-level reports built from public datasets.
Evan Brooks is the editorial byline for ByCounty Network data review, methodology maintenance, and source attribution across the network.
The role is the data-editor role, not the subject-matter-expert role. ByCounty designs data pipelines that pull each dataset, documents the methodology behind every composite score and ranking, spot-checks generated narratives against the underlying statistics before publication, and records methodology changes. The sites are transparent data utilities, not professional advisory services.
When a feature genuinely requires domain expertise — a public-health analyst weighing in on CDC measure choice, a CPA reviewing a property-tax explainer — ByCounty uses a named co-byline reviewer rather than presenting the data editor as a domain-credentialed professional. The reviewer commitment for each site is documented on that site's editorial-standards page, including the recruit status when no domain reviewer is currently in place.
Every statistic on the site is traceable to a primary source, every methodology decision is documented, and every page lists a "Last reviewed" date where editorial review applies.
Coverage areas
- USASpending.gov FY2024 federal-spending data
- per-capita contract and grant analysis
- Census ACS population denominators
- DATA Act open-data attribution
Articles by Evan on SpendByCounty
Counties Receiving the Most Federal Funding (2026)
The 25 US counties that receive the most total federal dollars in FY2024 — contracts, grants, and obligations combined.
Counties with Highest Per-Capita Federal Spending (2026)
The 25 US counties with the highest federal spending per resident in FY2024. Military bases, research labs, and federal facilities drive the numbers.
Federal Contracts vs. Grants: Where Each Dominates
A comparison of counties where federal contracts (goods and services) make up the largest share of spending versus counties driven by grants.
Counties with the Lowest Per-Capita Federal Spending (2026)
The 25 US counties receiving the least federal funding per resident. Understanding gaps in federal investment distribution.
Per-Capita Federal Spending by State: All 50 States Ranked (2026)
Every US state ranked by average per-capita federal spending. See which states receive the most and least federal investment per resident.
Top Counties for Federal Contract Opportunities (2026)
The best counties for businesses seeking federal contracts — high contract volumes, accessible markets, and diverse agency spending.
Counties Where Federal Contracts Dominate (2026)
The 25 counties where contracts make up the largest share of federal spending — prime territory for businesses selling to the government.
Counties Where Federal Grants Dominate (2026)
The 25 counties where grants make up the largest share of federal spending — communities supported by government awards to institutions and local governments.
Defense-Dependent Counties: America's Military-Funding Hubs (2026)
The counties most dependent on defense and military-related federal spending — bases, contractors, and national security facilities.
Rural Counties with Surprising Federal Investment (2026)
Rural America receives significant federal investment through USDA, health, and infrastructure programs. These rural counties lead in per-capita funding.
University Research Counties: America's Science Funding Hubs (2026)
The counties receiving the most federal research funding — home to major universities, NIH grants, and national laboratories.
Understanding Federal Spending Patterns by County Type (2026)
How federal spending differs across urban, suburban, and rural counties — and what drives the variation in per-capita investment.
The Largest Federal Spending Destinations in FY2024
Which counties received the most total federal obligations in FY2024? The rankings reveal where federal investment is most concentrated.
Contract-Heavy vs. Grant-Heavy Counties (2026)
A deep dive into the counties dominated by federal contracts versus those driven by grants — and what it means for local economies.
Federal Spending in Rural vs. Urban Counties (2026)
How federal investment patterns differ between rural and urban America — per-capita breakdowns, program types, and economic impact.