DataFrog – Offline fuzzy matching and merging for Excel files without coding

Summary: DataFrog is a desktop app that applies Python-based fuzzy logic to merge and clean Excel files offline. It detects similar text entries and combines datasets without requiring cloud uploads or coding knowledge, ensuring data privacy.

What it does

DataFrog performs fuzzy matching to identify similar text like name variations and merges messy Excel files locally. It operates as a no-code drag-and-drop tool for Windows and Mac.

Who it's for

It is designed for users needing to clean and merge Excel data without complex formulas or cloud services, prioritizing privacy and simplicity.

Why it matters

It solves the problem of securely merging imperfect datasets offline without requiring programming skills or exposing sensitive data to the cloud.