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
You can install inspectpd using pip:
pip install git+https://github.com/alastairrushworth/inspectpdThe 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.