Extraction of descriptive stats, readability, and syntactic complexity measures

Pipeline component for spaCy v.3 that calculates descriptive statistics, readability metrics, and syntactic complexity (dependency distance).


import spacy import textdescriptives as td nlp = spacy.load('en_core_web_sm') nlp.add_pipe('textdescriptives') doc = nlp('This is a short test text') doc._.readability # access some of the values td.extract_df(doc) # extract all metrics to DataFrame
Author info

Lasse Hansen, Kenneth Enevoldsen, Ludvig Olsen


Categories pipeline

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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