40447 is a Republican stronghold. About 13% of voters here vote Democratic and 87% Republican.
About 64% of adults in 40447 typically vote, near the U.S. average of about 62%. Among adults in 40447, ~8% vote Democratic, ~56% Republican, and ~36% don't vote. The map below shows estimated turnout by block group.
How 40447 compares
Among zip codes within 15 miles, 40447 leans more Republican than 4 of 6 neighbors.
40447 runs about 43 points more Republican than Kentucky as a whole.
Why 40447 leans the way it does
This analysis examined 14,881 data points per zip code to find what predicts political lean and turnout. The items below are a few correlations that stood out for 40447, not a ranked or complete list of what matters most.
Areas with a high white share and below-average college attainment vote Republican. In 40447, about 97% of residents are non-Hispanic white, about 24 points above the U.S. average of 72%; about 8% of adults hold a bachelor's degree, about 11 points below the Kentucky average of 19%.
Preventive-care access and voter turnout
Places with limited routine preventive-care access tend to turn out at a lower rate; 40447, KY sits in the bottom tenth nationally on this measure. Dental visits do not drive turnout; the rate reflects income, insurance, and healthcare access, which line up with who votes.
Why turnout in 40447 looks the way it does
Limited routine healthcare access lines up with lower turnout, and 40447 sits in the bottom quarter on routine-care measures. Learn more about the findings and methodology on the political spectrum map.
Nearby Zip Codes
Zip Codes with Similar Populations
Sources and methodology
Precinct-level voting records used to fit the model come from Kentucky State Board of Elections, 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.