Skip to main content

Presidio analyzer package

Project description

Presidio analyzer

Description

The Presidio analyzer is a Python based service for detecting PII entities in text.

During analysis, it runs a set of different PII Recognizers, each one in charge of detecting one or more PII entities using different mechanisms.

Presidio analyzer comes with a set of predefined recognizers, but can easily be extended with other types of custom recognizers. Predefined and custom recognizers leverage regex, Named Entity Recognition and other types of logic to detect PII in unstructured text.

Deploy Presidio analyzer to Azure

Use the following button to deploy presidio analyzer to your Azure subscription.

Deploy to Azure

Simple usage example

from presidio_analyzer import AnalyzerEngine

# Set up the engine, loads the NLP module (spaCy model by default) and other PII recognizers
analyzer = AnalyzerEngine()

# Call analyzer to get results
results = analyzer.analyze(text="My phone number is 212-555-5555",
                           entities=["PHONE_NUMBER"],
                           language='en')
print(results)

Documentation

Additional documentation on installation, usage and extending the Analyzer can be found under the Analyzer section of Presidio Documentation

Project details


Release history Release notifications | RSS feed

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Files for presidio-analyzer, version 2.2.21
Filename, size File type Python version Upload date Hashes
Filename, size presidio_analyzer-2.2.21-py3-none-any.whl (52.3 kB) File type Wheel Python version py3 Upload date Hashes View

Supported by

AWS AWS Cloud computing Datadog Datadog Monitoring DigiCert DigiCert EV certificate Facebook / Instagram Facebook / Instagram PSF Sponsor Fastly Fastly CDN Google Google Object Storage and Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Salesforce Salesforce PSF Sponsor Sentry Sentry Error logging StatusPage StatusPage Status page