English: Vocations are clustered by the predicted personality digital fingerprints of 101,152 Twitter users, across 1,227 occupations. Insets illustrate specific job titles that are part of the software programmer (Right) and concert manager (Upper Left) clusters.
The plot was published in a paper Kern, M. L., McCarthy, P. X., Chakrabarty, D., & Rizoiu, M. A. (2019). [Social media-predicted personality traits and values can help match people to their ideal jobs](https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6936692/). Proceedings of the National Academy of Sciences, 116(52), 26459-26464., using the code and data partially available on this github page: https://github.com/behavioral-ds/VocationMap
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