Names collected from different sources might have different formats. To convert names into the same format for further processing, use mlxtend’s generalize_names.
generalize_names
Link to mlxtend.
Extract Dates from Text with Datefinder
RapidFuzz: Find Similar Strings Despite Typos and Variations
Refinery: Human-Guided NLP Data Labeling
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