Hi @Faith-Nchifor, thank for opening the PR. At the moment, the CI is failing because the formatting is incorrect.

In order to fix that problem, you will have to run pre-commit checks in the environment that you are using to develop skrub.
Something like

pre-commit run --all-files

and then commit the modified files.

I think it would be useful to add the DropUninformative to the "see also" section of the TableVectorizer, since DropUninformative is used by the TableVectorizer in the same way as the Cleaner.

Alright.
I'm working on it

Hey @rcap107
Thank you for the corrections.
I ran the pre-commit checks and included the DropUninformative in TableVectorizer as you suggested.

Hi @Faith-Nchifor, I made a small additional change to the PR adding a cross-reference in the list of steps done by the cleaner.

I'll merge the PR once the tests pass. Thanks a lot!