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