Industry · Other Services (except Public Administration)
Beauty Salons
NAICS 812112 · 10,348 matched workers · high confidence
Two-party shares across 10,348 workers in the Beauty Salons industry.
More Democratic than 70% of industries in Other Services (except Public Administration).
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 Other Services (except Public Administration)
Other industries in Other Services (except Public Administration)
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