Metadata-Version: 2.1
Name: impactchart
Version: 0.1.12
Summary: 
Author: vengroff
Author-email: vengroff@gmail.com
Requires-Python: >=3.11,<4.0
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.11
Requires-Dist: PyYAML (>=6.0,<7.0)
Requires-Dist: logargparser (>=0.1.1,<0.2.0)
Requires-Dist: matplotlib (>=3.7.2,<4.0.0)
Requires-Dist: numpy (==1.23.2)
Requires-Dist: pandas (>=2.0.3,<3.0.0)
Requires-Dist: scikit-learn (>=1.3.0,<2.0.0)
Requires-Dist: shap (>=0.41.0,<0.42.0)
Requires-Dist: xgboost (>=1.7.3,<2.0.0)
Description-Content-Type: text/markdown

# impactchart

`impactchart` is a Python library for generating impact charts.

Please see [An Introduction to Impact Charts](https://datapinions.com/an-introduction-to-impact-charts/)
for an introduction to what they are all about.

Applications built on top of `impactchart` be found in the 
projects [evlcharts](https://github.com/vengroff/evlcharts) and
[rihcharts](https://github.com/vengroff/rihcharts).

An earlier version of the code that led to what is now
here produced the impact charts available at [http://rih.datapinions.com/impact.html](http://rih.datapinions.com/impact.html).
This work, and the motivation for the impact chart approach, is discussed at length in the blog post
[Using Interpretable Machine Learning to Analyze Racial and Ethnic Disparities in Home Values](https://datapinions.com/using-interpretable-machine-learning-to-analyze-racial-and-ethnic-disparities-in-home-values/).

