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.