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Better naming of skills #70

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3 tasks done
lizgzil opened this issue Oct 15, 2021 · 1 comment · Fixed by #76
Closed
3 tasks done

Better naming of skills #70

lizgzil opened this issue Oct 15, 2021 · 1 comment · Fixed by #76
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@lizgzil
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lizgzil commented Oct 15, 2021

After #69 re-running extracting skills on a better sample of job adverts:

  • Better naming of the clusters - clean text a bit more before creating the n-grams. For example, there are instances where the name includes the singular and plural of the same word and so I think we could try some more cleaning.
  • Look into making sure there is only one unique name per skill.
  • Investigate merging the skills here. Are some of the skill clusters very small and very close together so could be merged?
@india-kerle india-kerle self-assigned this Oct 21, 2021
@india-kerle india-kerle linked a pull request Nov 9, 2021 that will close this issue
@india-kerle
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given that we are adding a manual component to renaming duplicate skill cluster names, we're gonna wanna budget for that time-wise.

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