Fuzzy Match Pro: Clean & Match Your CSVs with Python
Clean messy Excel data and match it against your master lists—no coding required.
Fuzzy Match Pro is a beginner-friendly Python script that helps you:
Automatically compare names, addresses, and titles using fuzzy logic
Detect duplicates or close matches even with typos
Export clean, matched results to a new CSV file
Features:
Powered by RapidFuzz (Jaro-Winkler logic)
Easy to configure: Just upload your CSV
Adjust similarity threshold to control precision
Works with any tabular data (customers, products, leads)
What's Included:
Python script with full source code
Step-by-step README to run it locally
Bonus: 2 example datasets to test with
Requirements:
Python 3.8+
pandas, rapidfuzz (install instructions included)
Python script with full source code Step-by-step README to run it locally Bonus: 2 example datasets to test with