Duplicate row · Rows 7 and 8
Every cell is identical across these rows.
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01 / SOURCE
02 / AUDITsample-orders.csv
50STRUCTURAL
QUALITY
QUALITY
7 rows5 columns6 signals
Outer whitespace · customer
1 value has leading or trailing whitespace.
Missing values · amount
1 of 7 rows (14%) are blank.
Type drift · order_date
1 nonblank value does not match the dominant date type.
Duplicate key · record_id = 1003
Repeated at rows 4 and 5.
Duplicate key · record_id = 1006
Repeated at rows 7 and 8.
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WHAT THIS CHECKS01 02 03
Shape
Header collisions, row-width differences, missing fields, and file size.
Consistency
Dominant types, whitespace, exact duplicates, and duplicate business keys.
Handoff
A dated Markdown, CSV, or JSON audit record with explicit limits.