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Exploratory analysis of the U.S. gender wage gap using 23 years of NLSY97 panel data. Covers wage trends over time, gaps by sex, race, occupation, education, and tenure — including a regional breakdown comparing the West to the rest of the U.S. around California's 2018 salary history ban.
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Full cleaning pipeline for the NLSY97 panel dataset — 194,545 records across 21 survey rounds. Covers wage filtering, demographic decoding, missing data audit, and feature engineering. Foundation for all EDA and modeling in this project.
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