scrubadub_spacy

Remove personally identifiable information from text using spaCy.

scrubadub removes personally identifiable information from text. scrubadub_spacy is an extension that uses spaCy NLP models to remove personal information from text.

Example
import scrubadub, scrubadub_spacy
scrubber = scrubadub.Scrubber()
scrubber.add_detector(scrubadub_spacy.detectors.SpacyEntityDetector)
print(scrubber.clean("My name is Alex, I work at LifeGuard in London, and my eMail is alex@lifeguard.com btw. my super secret twitter login is username: alex_2000 password: g-dragon180888"))
# My name is {{NAME}}, I work at {{ORGANIZATION}} in {{LOCATION}}, and my eMail is {{EMAIL}} btw. my super secret twitter login is username: {{USERNAME}} password: {{PASSWORD}}

Author info

Leap Beyond

GitHubLeapBeyond/scrubadub_spacy

Categories pipeline

Found a mistake or something isn't working?

If you've come across a universe project that isn't working or is incompatible with the reported spaCy version, let us know by opening a discussion thread.

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 section in Discussions.

Read the docs JSON source