VRScores Occupations Parquet 2012-2024

Occupation-year panel dataset derived from the VRscores 2024 release. Each record corresponds to an O*NET SOC occupation and calendar year from 2012–2024 with at least five matched workers across any year. Variables include the occupation code and title, worker counts, raw and imputed L2 voter registration counts by party, average match quality, raw and imputed partisan shares, two-party and overall margins, partisan diversity indices, effective number of parties, and a processing timestamp. The dataset contains 4,979 occupation-year rows covering 383 occupations per year. It is built from a matching of employment records from Revelio Labs (April 2025) with voter registration data from the L2 voter file (November 2024) using ensemble linkage techniques. Small occupations (<5 matched workers) are excluded, one-to-one matches are enforced, and the VRscores methodology and working paper document the data processing and definitions. If you use this dataset, please cite Kagan, Max; Frake, Justin; Hurst, Reuben (2025). \"VRscores: A New Measure and Dataset of Workforce Politics Using Voter Registrations\" (SSRN 5104795) and Frake, Justin; Hurst, Reuben; Kagan, Max (2025). \"Political Segregation in the US Workplace\" (SSRN 4639165 / DOI 10.2139/ssrn.4639165).

本数据集为源自VRscores 2024发布版的职业-年度面板数据集。每条记录对应2012至2024年间的某一O*NET SOC（Standard Occupational Classification，标准职业分类）职业与对应日历年度，且该年度内至少存在5名匹配完成的劳动者。数据集包含的变量包括：职业代码与职业名称、劳动者人数、按党派划分的原始与插补L2选民登记人数、平均匹配质量、原始与插补后的党派倾向占比、两党及整体优势幅度、党派多样性指数、有效党派数，以及处理时间戳。本数据集共包含4979条职业-年度记录，每年覆盖383个职业。本数据集通过集成匹配技术，将Revelio Labs（2025年4月）的就业记录与L2选民档案（L2 voter file，2024年11月）的选民登记数据进行匹配构建而成。本数据集剔除了匹配劳动者少于5人的小型职业，并强制采用一对一匹配模式；VRscores的方法学文档与工作论文对数据处理流程与变量定义进行了详细说明。若您使用本数据集，请引用以下文献：Kagan, Max; Frake, Justin; Hurst, Reuben (2025). 《VRscores：基于选民登记数据的劳动力政治新测度与数据集》（SSRN 5104795），以及Frake, Justin; Hurst, Reuben; Kagan, Max (2025). 《美国职场中的政治隔离》（SSRN 4639165 / DOI 10.2139/ssrn.4639165）。