Profile
See filled, empty, unique and repeated values for every column before you change anything.
Profile messy CSV files, fix whitespace and text case, convert empty values, remove exact duplicates, and review likely matches before you export. Local cleaning runs entirely in your browser, and every transformation stays visible in an ordered plan.
Your CSV stays in this browser. Start with a file, paste rows, or explore a fictional sample.
For a CSV that does not fit the local cleaner, Loam can import it into one private leased Namespace and compute a bounded cleaning preview with ordinary regional APIs.
Checking temporary workspace availability…
See filled, empty, unique and repeated values for every column before you change anything.
Add precise cleanup rules in a visible order. Undo the latest step or reset the plan at any time.
Compare the preview, inspect fuzzy-match suggestions, and download a new CSV only when you are ready.
Local mode: clean, profile, standardise, deduplicate, review and export a complete CSV in this browser. File contents are not uploaded.
Temporary Loam: explicitly upload to a private Namespace that expires. Preview lowercase, uppercase and exact-deduplication plans within the stated query limits.
Governed Loam: open Loam or use its existing Claude connector to create source-preserving cleaned views under your workspace permissions.