Five Kinds of Knox County Precincts

Each precinct colored by its type, from a statistical grouping of income, education, race, age, turnout habits and 2022 partisanship.

Hover over a precinct to see more data. Clusters from k-means (k = 5) on standardized precinct characteristics, with no geographic inputs — the map’s coherent regions emerge from demographics alone. Type names applied after the fact. Blank precincts had fewer than 200 votes in 2026.
Chart: Hancen Sale | hancensale.comSource: Knox County Election Commission; U.S. Census Bureau American Community Survey and L2 voter file via Redistricting Data Hub