Industry · Transportation and Warehousing
Pipeline Transportation of Crude Oil
NAICS 4861 · 2,361 matched workers · high confidence
Two-party shares across 2,361 workers in the Pipeline Transportation of Crude Oil industry.
More Republican than 90% of industries in Transportation and Warehousing.
How this is measured
VRscores estimate the partisan composition of an industry by linking voter registration records to employment profiles, then aggregating workers up the NAICS hierarchy. The two-party shares above exclude workers with no major-party affiliation.
Read the full methodology or the published Organization Science paper.
Top employers in Transportation and Warehousing
Other industries in Transportation and Warehousing
Explore the full dataset
950+ industries, 970+ occupations, 534K+ employers — all with partisan composition.
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