2019 Free Title Data Download

This is a collection of title relations to skills and other titles.

This is NOT a canonical list of verified or cleaned titles. The collection is centered mostly around direct user-input data and very little normalization or filtering has been done. We have included counts of the titles for scale and relativity. The count is roughly equal to the number of person profiles the title occurs on in an unprocessed variant of our dataset.

This is an abridged version of a dataset which has ~100k titles - each with ~1000 relations for both skills and titles as well as scores for each relation.

For more details about this dataset, please see the documentation.





  5000 titles
  Easy to download CSV (zip-file)













©2019 People Data Labs, Inc.