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Industry · Retail Trade

Tire Dealers

NAICS 441340 · 3,965 matched workers · high confidence

Roughly balanced
45.5% Democratic, 54.5% Republican

Two-party shares across 3,965 workers in the Tire Dealers industry.

45.5%
54.5%
DemocraticRepublican
Imputed
44.8% D · 55.2% R
Includes lean for unaffiliated registrants
Hierarchy
Retail Trade › Automotive Parts, Accessories, and Tire Retailers
NAICS2 44 · NAICS4 4413
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Where Tire Dealers falls

More Republican than 78% of industries in Retail Trade.

Each dot is one of the 26 other industries in Retail Trade; size scales by workforce. Hover to see names — click to jump.

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 Retail Trade

Other industries in Retail Trade

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