Start with Quick Clean for fast cleanup, then switch to Recipe Studio for advanced authoring.
What this tool does
CSV Cleanroom validates and normalizes CSV files locally, then exports the cleaned file together with review artifacts you can keep, share internally, or reuse on the next delivery.
CSV Cleanroom validates, normalizes, and documents CSV quality issues while exporting cleaned data and reusable run artifacts.
Best for
Clean partner CSV feeds before importing into production systems.
Enforce schema and formatting rules for repeated data deliveries.
Create auditable issue reports for data quality reviews.
Not for
Ad hoc spreadsheet editing where no validation trail or export package is needed.
Huge server-side ingestion jobs that already run in dedicated ETL infrastructure.
Free-form data cleanup where column rules and import requirements are still unknown.
Input
Load a CSV, pick a starter template or recipe, then review inferred schema, issue groups, mappings, and cell-level changes in one workspace.
Output
The export package can include cleaned.csv, issues.json, report.html, rejects.csv, recipe.snapshot.json, and manifest.json.
How to use
Load CSV input and a starter template or saved recipe.
Analyze the file, accept safe suggestions, then review issue and mapping panels.
Apply fixes, verify the report preview, and export the package your importer or reviewer actually needs.
Privacy / local processing
Core parsing and cleanup workflows run in-browser. Raw CSV data is not persisted unless you explicitly save local history or recipe artifacts.
Limits / tradeoffs
Reusable recipes make repeated imports faster, but they only help when the incoming feed shape is known. Very large CSVs still depend on available browser memory, and importer-specific business rules still need a human owner.
FAQ
Can I reuse cleanup rules?
Yes. Recipe Studio supports reusable rule sets for repeated datasets.
What outputs are available?
You can export cleaned CSV, issues JSON, report HTML, rejects CSV, recipe snapshot, and manifest, depending on what the run produced.
Does this tool require account login?
No. CSV Cleanroom can be used without account signup.
Which files are usually kept after review?
Most teams keep cleaned.csv for import, issues.json for audit detail, and report.html for human review.