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Text As Data Python Packages

Python packages with the GitHub topic text-as-data. Sorted by relevance, with stars and monthly downloads.
JasonKessler
scattertext

Beautiful visualizations of how language differs among document types.

16K 2K 285
jboynyc
textnets

Text analysis with networks.

5K 293 23
MilaNLProc
contextualized-topic-models

A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021 (Bianchi et al.).

4K 1K 152
ryanjgallagher
shifterator

Interpretable data visualizations for understanding how texts differ at the word level

380 288 32
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