Data Quality Profiler

Describe structural patterns in CSV or flat-object JSON locally. Results do not prove semantic correctness or overall data quality.

Limits: 3 MB, 50,000 rows, 200 columns, 20,000 tracked distinct values per column. Preview capped at 200 rows.

ColumnInferred typeMissingDistinctStatistics / top values

Preview (first 200 rows)