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TOOL 06 // CLIENT-SIDE DATA PROFILER

Spreadsheet Reality Check

Audit CSV data cleanliness 100% locally in your browser. Checks for duplicate rows, missing blanks, and type clashes before attempting database automation. Zero bytes uploaded to any external server.

Paste Raw CSV Text

🔒 Privacy Guarantee: Executed client-side using JavaScript String & Set APIs. No network requests are dispatched.

Data Cleanliness Score (Estimate)

— / 100

Paste CSV or click "Load Sample CSV" to generate local cleanliness profile.

Formula: Readiness = 100 - (Duplicates × 15) - (Blanks × 5) - (Type Clashes × 10). Labeled estimate.