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Dealing with list of values (words)

See original GitHub issue

Missing functionality When dealing with NLP tasks I always find myself doing the same EDA on words.

Sentence length, Word length, lemmas, character length, etc…

I don’t mind pandas profiling not being able to do NLP tasks but I’m frustrated not being able to get insights on lists of words.

Proposed feature When a type list of strings is found it could be nice to analyze automatically the most commons words, the mean length, max length, The sentence length etc… all the boilerplate code/analysis that we always do in NLP.

Alternatives considered I do it by hand, adding myself the needed boilerplate code, with each column like var_1 / var_1_len / var_1_len_max etc…

Additional context This is done for corpus analysis so no labels only text processing.

I don’t know if there is any objective in this direction, but I tried to ask anyway. Have a great day

Issue Analytics

State:
Created 2 years ago
Comments:10

Top GitHub Comments

1reaction

sbrugmancommented, Oct 4, 2021

The fix seems to work. I’m creating a release (v3.1.1) and will rerun the examples. If upgrading doesn’t resolve the issue then I’ll look into it again.

1reaction

sbrugmancommented, Oct 4, 2021

That’s a bug, worked neatly before. Will look into it

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