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Industry · Arts, Entertainment, and Recreation

Amusement Parks and Arcades

NAICS 7131 · 21,891 matched workers · high confidence

Strong Democratic lean
64.0% Democratic, 36.0% Republican

Two-party shares across 21,891 workers in the Amusement Parks and Arcades industry.

64.0%
36.0%
DemocraticRepublican
Imputed
64.5% D · 35.5% R
Includes lean for unaffiliated registrants
Hierarchy
Arts, Entertainment, and Recreation › Amusement Parks and Arcades
NAICS2 71 · NAICS4 7131
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Where Amusement Parks and Arcades falls

More Republican than 62% of industries in Arts, Entertainment, and Recreation.

← DemocraticRepublican →Fitness and Recreational Sports Centers — 61% DemocraticSports Teams and Clubs — 62% DemocraticAmusement and Theme Parks — 64% DemocraticMuseums — 81% DemocraticPromoters of Performing Arts, Sports, and Similar Events with Facilities — 65% DemocraticOther Gambling Industries — 63% DemocraticAgents and Managers for Artists, Athletes, Entertainers, and Other Public Figures — 74% DemocraticPromoters of Performing Arts, Sports, and Similar Events without Facilities — 71% DemocraticGolf Courses and Country Clubs — 56% DemocraticAll Other Amusement and Recreation Industries — 65% DemocraticZoos and Botanical Gardens — 77% DemocraticIndependent Artists, Writers, and Performers — 68% DemocraticCasinos (except Casino Hotels) — 61% DemocraticTheater Companies and Dinner Theaters — 65% DemocraticMusical Groups and Artists — 73% DemocraticRacetracks — 65% DemocraticOther Performing Arts Companies — 79% DemocraticBowling Centers — 62% DemocraticHistorical Sites — 64% DemocraticNature Parks and Other Similar Institutions — 68% DemocraticDance Companies — 66% DemocraticOther Spectator Sports — 59% DemocraticMarinas — 40% DemocraticSkiing Facilities — 63% DemocraticAmusement Arcades — 59% DemocraticAmusement Parks and Arcades — 64% Democratic0%25%50%75%100%
Each dot is one of the 25 other industries in Arts, Entertainment, and Recreation; 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 Arts, Entertainment, and Recreation

Other industries in Arts, Entertainment, and Recreation

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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