Election Data: https://er.ncsbe.gov/contest_details.html?election_dt=11/07/2023&amp;county_id=0&amp;contest_id=320003
County and City Border Shapefile: https://live-durhamnc.opendata.arcgis.com/datasets/48b1212e82784e2daf4b1b9abf68b80a/explore
Own work
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