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Data science common method for python

Home Page: https://datascienceutils.readthedocs.io/en/latest/

License: MIT License

Python 98.52% Batchfile 1.30% Shell 0.19%
conda-packages correlation data-science features-correlated machine-learning matplotlib plot-confusion-matrix plots pypi-package python scikit-learn utilities visualize-features

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datascienceutils's Issues

rename issue in "plot_magnitude_vs_cardinality"

In "def plot_magnitude_vs_cardinality" you need to fix the line code to "cardinality = cardinality.rename(columns={"count": "cardinality"})" otherwise there is an error raised "KeyError: 'Cardinality'"

Datasets with a lot of features

Hi,

Thanks for great utilities. It will great if you can take care of about 2 things:

  1. datasets with lot of features - as I saw, many datasets contains 100 features or more. You can't explore anything when you run visualize_features on them.
  2. dependency graphs - can you please create a function that show the dependency between feature value and target?

Regards,
Michael

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