Open locally
Choose, drop or paste data. Detection shows confidence and never hides ambiguity.
SPARKPOND / VALIDATE CSV
Validate CSV rows with reusable rules
Check required fields, types, ranges, patterns and relationships, then export valid and invalid rows.
LOCAL WORKSPACE
Open your data
CSV, TSV, JSON, NDJSON and XLSX. or drop them here.
A transparent workflow
From file to verified result in three steps
Preview changes
Build validation rules and inspect every failure.
Export after validation
The engine checks rows, columns, headers and formula risks before download.
HONEST LIMITS
What this tool does—and does not do
- iYour browser determines practical file size limits.
- iAmbiguous repairs always require confirmation.
- iXLSX formulas are never executed and encrypted workbooks are refused.
- iThis is not an antivirus or a business-data certification.
FAQ
Common questions
Is my file uploaded?
No. Content, name, columns, values and exports stay in the browser.
What file size is supported?
Capacity depends on browser and memory. The app selects interactive, large-file or streaming mode before reaching a limit.
Are long identifiers and leading zeros preserved?
Yes. Fields remain text until an explicit type conversion is added.