{"library":"presidio-analyzer","type":"library","category":null,"description":"Presidio Analyzer is a Python library and service for detecting Personally Identifiable Information (PII) entities in text. It leverages a combination of predefined recognizers, regular expressions, and Named Entity Recognition (NER) models to identify sensitive data. The library is actively maintained, with a current version of 2.2.362, and releases frequently to add new features, fix bugs, and improve detection capabilities.","language":"python","status":"active","version":"2.2.362","tags":["PII","NLP","privacy","data-masking","security"],"install":[{"cmd":"pip install presidio-analyzer","imports":["from presidio_analyzer import AnalyzerEngine","from presidio_analyzer import PatternRecognizer","from presidio_analyzer import RecognizerRegistry"]},{"cmd":"python -m spacy download en_core_web_lg","imports":[]}],"homepage":"https://microsoft.github.io/presidio/","github":"https://github.com/Microsoft/presidio","docs":null,"changelog":null,"pypi":"https://pypi.org/project/presidio-analyzer/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":80,"avg_install_s":16.3,"avg_import_s":5.12,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/presidio-analyzer/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Tue Jun 30","last_verified":"Tue Jun 30","next_check":"Thu Jul 30","install_tag":null}}