Conflate

Fuzzy-match deduplication and master mapping for Excel and CSV data. No Python required to run.

What it does

• Finds near-duplicate records within a spreadsheet (Dedupe Mode)
• Maps your data to a trusted master list (Master Mode)
• Handles typos, abbreviations, word-order differences
• Human-in-the-loop review with keyboard shortcuts
• Exports a clean decisions file with full audit trail

Download

Conflate_v1.zip — unzip and double-click. No install needed.

Screenshots

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Building from source

Requirements: Python 3.10+, Windows

git clone https://github.com/yourname/conflate
cd conflate
build.bat   

Tech stack

Python · customtkinter · pandas · RapidFuzz · scikit-learn · PyInstaller

License

MIT