sfu-db / dataprep

Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.

Home Page:http://dataprep.ai

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Make the documentation more lightweight and readable

rluthi opened this issue · comments

DataPrep is a great tool! And the automatic EDA module is probably the best open-source option out there.

However, I find your package difficult to understand and learn from your documentation. It makes it feels more complicated than it actually is.

Some ideas to improve :

  • Highlight 2 line EDA report creation (only advanced users need the detail)
  • Separate documentation from case studies
  • Organise the sub-sections in doc of the Clean module

If you are interested, I could have a go at this

If you are interested, I could have a go at this

I agree with you, the documentation is too difficult to learn. Param in each function does not represent clearly in your docs. I hope Datapre improves to better than, anyway this is the best Auto EDA I've used

Yep I agree. We do have an ongoing branch which switches sphinx to jupyterbook and tidies things up a little bit. I'll share the branch here once it can build successfully. Thanks for your interest in helping out! @rluthi