Using FuzzyWuzzy for Fuzzy String Matching in Python

This article introduces the FuzzyWuzzy Python library, explains its underlying Levenshtein distance algorithm, demonstrates how to install it, describes the key functions in the fuzz and process modules, and provides practical examples for matching company names and province fields with complete code snippets.

Levenshteindata-cleaningfuzzy logic

0 likes · 10 min read

Using FuzzyWuzzy for Fuzzy String Matching in Python

Python Programming Learning Circle

Jul 10, 2023 · Fundamentals

Using FuzzyWuzzy for Fuzzy String Matching in Python

This article introduces the Python FuzzyWuzzy library, explains its Levenshtein‑based fuzzy string matching functions such as Ratio, Partial Ratio, Token Sort Ratio and Token Set Ratio, demonstrates how to use the process module for extracting best matches, and provides practical code examples for matching company and province names.

LevenshteinPythondata-cleaning

0 likes · 11 min read

Python Crawling & Data Mining

Oct 26, 2018 · Fundamentals

Master Chinese Character Matching with Python Regex: A Step-by-Step Guide

This tutorial explains the special regex token [\u4E00-\u9FA5] for matching Chinese characters in Python, demonstrates single and multiple character matches, shows how non‑Chinese characters and spaces affect results, and provides practical examples such as matching university names.

Tutorialchinese-charactersregex

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Master Chinese Character Matching with Python Regex: A Step-by-Step Guide