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impactchart
impactchart
is a Python library for generating impact charts.
Please see 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 and
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. 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.
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