Python text-as-data

Open-source Python projects categorized as text-as-data
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Topics: computational-social-science Natural Language Processing NLP topic-modeling Bert
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Top 3 Python text-as-data Projects

  • scattertext

    Beautiful visualizations of how language differs among document types.

  • 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.

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • shifterator

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

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python text-as-data related posts

Index

What are some of the best open-source text-as-data projects in Python? This list will help you:

Project Stars
1 scattertext 2,197
2 contextualized-topic-models 1,157
3 shifterator 272

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