Description Usage Format Source
A dataset containing basic earnings and labor force information by sex and by the type of job the graduate got. Major categories are based on Carnevale et al, "What's It Worth?: The Economic Value of College Majors." Georgetown University Center on Education and the Workforce, 2011. The dataset was used in a fivethirtyeight.com article titled, "The Economic Guide to Picking a College Major" https://fivethirtyeight.com/features/the-economic-guide-to-picking-a-college-major/ and provided through the site's GitHub account.
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A data frame with 173 rows and 19 variables:
Major code, FO1DP in ACS PUMS
Major description
Total number of people with major
Male graduates
Female graduates
Category of major from Carnevale et al
More general category of major used for illustrative purposes
Sample size (unweighted) of full-time, year-round ONLY (used for earnings)
Number employed (ESR == 1 or 2)
Employed 35 hours or more
Employed less than 35 hours
Employed at least 50 weeks (WKW == 1) and at least 35 hours (WKHP >= 35)
Number unemployed (ESR == 3)
Median earnings of full-time, year-round workers
25th percentile of earnigns
75th percentile of earnings
Number with job requiring a college degree
Number with job not requiring a college degree
Number in low-wage service jobs
https://github.com/fivethirtyeight/data/tree/master/college-majors
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