Occupation · Transportation and Material Moving Occupations
Bus Drivers, Transit and Intercity
SOC 53-3052.00 · 1,874 matched workers · high confidence
Two-party shares across 1,874 workers in this occupation matched to voter registration records.
Among the most Democratic-leaning occupations in Transportation and Material Moving Occupations (98th percentile).
How this is measured
VRscores estimate the partisan composition of an occupation by linking voter registration records to employment profiles. Each worker is assigned to one occupation per year. The two-party shares above exclude workers with no major-party affiliation.
Read the full methodology or the published Organization Science paper.
Other occupations in Transportation and Material Moving Occupations
Explore the full dataset
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Citation
Kagan, Max; Frake, Justin; Hurst, Reuben (2026). “VRscores: A New Measure and Data Set of Workforce Politics Using Voter Registrations.” Organization Science, 37(2), 444–465.
https://doi.org/10.1287/orsc.2025.20402