Interpretable data visualizations for understanding how texts differ at the word level
Project description
Shifterator
The Shifterator package provides functionality for constructing word shift graphs, vertical bart charts that quantify which words contribute to a pairwise difference between two texts and how they contribute. By allowing you to look at changes in how words are used, word shifts help you to conduct analyses of sentiment, entropy, and divergence that are fundamentally more interpretable.
Install
Python code to produce shift graphs can be downloaded via pip.
pip install shifterator
Documentation
Please see the documentation to learn how to create word shift graphs for your own work.
Project details
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