{"repo":"ryanjgallagher/shifterator","free":true,"listed":false,"github":"https://github.com/ryanjgallagher/shifterator","clone":"git clone https://github.com/ryanjgallagher/shifterator.git","description":"Interpretable data visualizations for understanding how texts differ at the word level","language":"Python","stars":290,"topics":["natural-language-processing","sentiment-analysis","information-theory","computational-social-science","digital-humanities","text-analysis","text-as-data","data-visualization"],"license":"Apache-2.0","category":"analytics","readme_excerpt":"Shifterator ⚠️ Important: Install from GitHub, not PyPI The version of Shifterator on PyPI ( 0.3.0 ) is outdated and no longer maintained. The actively maintained version lives here on GitHub. To install the latest version: 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 installed directly from GitHub: Documentation Documentation is available in the docs/ folder of this repository. The Sphinx source can be built locally with make html from that directory. The old ReadTheDocs site (shifterator.readthedocs.io) is no longer maintained and may not reflect the current version. Citation See the following paper for more details on word shifts, and please cite it if you use them in your work: Gallagher, R. J., Frank, M. R., Mitchell, Lewis, Schwartz, A. J., Reagan, A. J., Danforth, C. M., Dodds, P. S. (2021). Generalized Word Shift Graphs: A Method for Visualizing and Explaining Pairwise Comparisons Between Texts. EPJ Data Science , 10(4).","default_branch":null,"files":null,"tree":[],"storefront":"/r/ryanjgallagher","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/ryanjgallagher/shifterator/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}