Inspectpd
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Readme
inspectpd
Overview
inspectpd is collection of utilities for columnwise summary,
comparison and visualisation of pandas dataframes. The package patches
in the following methods for pandas objects:
-
.inspect_types()summary of column types -
.inspect_mem()summary of memory usage of columns -
.inspect_na()columnwise prevalence of missing values -
.inspect_cor()correlation coefficients of numeric columns -
.inspect_imb()feature imbalance of non-numeric -
.inspect_num()summaries of numeric columns -
.inspect_cat()summaries of non-numeric
Installation
You can install inspectpd using pip:
pip install git+https://github.com/alastairrushworth/inspectpd
Comments? Suggestions? Issues?
The package is in early stages of development, could break and will change rapidly. A future version will be released to PyPi. In the meantime, any feedback is definitely welcome! Feel free to write a github issue or send me a message on twitter.
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