CSV data quality report
csv_qualityDeterministic quality report for a CSV file: structure errors, ragged rows, inferred column types and conformance, blanks, whitespace, mixed date formats, invalid emails/URLs/phones, duplicate rows and candidate keys, with row-level examples and recommended fixes. No model calls, no data retained. Free tier: Up to 5 MB of CSV text (paid) or 200 KB (free tier).
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| csv | Yes | CSV text (UTF-8). Delimiter is auto-detected. | |
| delimiter | No | Optional explicit delimiter: , ; | or \t | |
| hasHeader | No | Defaults to true. |