from presidio_analyzer import AnalyzerEngine, PatternRecognizer, Pattern if __name__ == "__main__": analyzer = AnalyzerEngine() text1 = "Professor Plum, in the Dining Room, with the candlestick" titles_list = [ "Sir", "Ma'am", "Madam", "Mr.", "Mrs.", "Ms.", "Miss", "Dr.", "Professor", ] titles_recognizer = PatternRecognizer( supported_entity="TITLE", deny_list=titles_list ) analyzer.registry.add_recognizer(titles_recognizer) result = analyzer.analyze(text=text1, language="en") print(f"\nDeny List result:\n {result}") text2 = "I live in 510 Broad st." numbers_pattern = Pattern(name="numbers_pattern", regex=r"\d+", score=0.5) number_recognizer = PatternRecognizer( supported_entity="NUMBER", patterns=[numbers_pattern] ) result = number_recognizer.analyze(text=text2, entities=["NUMBER"]) print(f"\nRegex result:\n {result}")