Five Kinds of Knox County Precincts

Precincts sorted into groups by income, education, race, age, turnout habits and 2022 partisanship. All four main types shifted 15 to 22 points toward Democrats.

K-means clustering (k = 5) on standardized income, education, race, age, turnout habits and 2022 partisanship; no geographic inputs. Type names applied after the fact. Margins weighted by votes.
Chart: Hancen Sale | hancensale.comSource: Knox County Election Commission; U.S. Census Bureau American Community Survey and L2 voter file via Redistricting Data Hub