Williams, OK Political Map | Democrat & Republican Areas in Williams

Williams is a Republican stronghold. About 13% of voters here vote Democratic and 87% Republican.

 
Williams, OK block-group political-lean map
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About 58% of adults in Williams typically vote, near the U.S. average of about 62%. Among adults in Williams, ~8% vote Democratic, ~50% Republican, and ~42% don't vote. The map below shows estimated turnout by block group.

Williams, OK block-group voter-turnout map
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How Williams compares

Among cities within 25 miles, Williams leans more Republican than 51 of 64 neighbors.

Williams runs about 25 points more Republican than Oklahoma as a whole.

Why Williams leans the way it does

This analysis examined 14,881 data points per city to find what predicts political lean and turnout. The items below are a few correlations that stood out for Williams, not a ranked or complete list of what matters most.

Areas with low college attainment vote Republican. About 12% of adults in Williams hold a bachelor's degree, about 9 points below the Oklahoma average of 21%.

Park access and Republican lean

Places with low park coverage tend to lean Republican; Williams, OK sits in the bottom quarter nationally on this measure. Park access does not change how people vote; it tends to track denser, higher-income areas.

Why turnout in Williams looks the way it does

Turnout in Williams sits close to the national pattern. Routine healthcare access, homeownership, education, and food security all land near their national averages here. Learn more about the findings and methodology on the political spectrum map.

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Sources and methodology

Precinct-level voting records used to fit the model come from Oklahoma State Election Board, distributed by the Voting and Election Science Team. Demographic inputs come from the U.S. Census Bureau (ACS 5-year estimates and the 2020 Decennial Census). Health and environmental inputs come from the CDC (PLACES and the Environmental Justice Index). Land cover comes from the USGS and EPA. Election-day and lead-up weather come from PRISM 4km daily grids and the NOAA Global Historical Climatology Network. Mail-voting and election-administration patterns come from the MIT Election Lab's Survey of the Performance of American Elections. Block-group crime detail comes from CrimeGrade. Internet data and modeling support provided by ISPreports.org.

Modeling and analysis by the BestNeighborhood data science team. Full methodology and findings: political spectrum map.

Methodology reviewed by the BestNeighborhood data team. Last updated May 2026.