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job-titles's Introduction

job-titles

Normalized dataset of 70k job titles

Data Normalizations

The data is normalized in the following ways:

  • lowercase
  • - replaced with a <Space>
  • , removed

Caveats

  • Duplicates such as a and p mechanic and a&p mechanic
  • Non-English titles such as ab initio etl developer

See also

Contribute

Feel free to open a pull request fixing above listed caveats or any other enhancements.

Only edit job-titles.txt. After doing so run ./format.sh.

Attribution

This dataset is a collection of the following sources:

job-titles's People

Contributors

jneidel avatar

Stargazers

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Watchers

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Forkers

anaisasia manuparra leansk hengkiardo adityas-media-net mostafaahnaw chrisciokler zakh asperlingbiz amit2416 chisomprince mohamedelsabbagh anki-code dvhq

job-titles's Issues

More cleaning required: multiple titles in one row

To create more clean data it's needed to convert one row into multiple:

cat job-titles.txt | grep '/' | grep -v ' ' | head
allergist/immunologist
allergist/md
anesthesiologist/physician
apprentice/lineman
auditor/quality
bagman/woman
bulldozer/loader/compactor/scraper
carpenter/labor
checker/stocker
columnist/commentator

For community

⬇️ Please click the 👍 reaction instead of leaving a +1 or 👍 comment

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