Beautiful visualizations of how language differs among document types

A tool for finding distinguishing terms in small-to-medium-sized corpora, and presenting them in a sexy, interactive scatter plot with non-overlapping term labels. Exploratory data analysis just got more fun.


import spacy import scattertext as st nlp = spacy.load('en') corpus = st.CorpusFromPandas(convention_df, category_col='party', text_col='text', nlp=nlp).build()

Author info

Jason Kessler


Categories visualizers

Submit your project

If you have a project that you want the spaCy community to make use of, you can suggest it by submitting a pull request to the spaCy website repository. The Universe database is open-source and collected in a simple JSON file. For more details on the formats and available fields, see the documentation. Looking for inspiration your own spaCy plugin or extension? Check out the project idea label on the issue tracker.

Read the docsJSON source