Data inspections messages

Country name/abbreviation actually exists

This cell does not contain a valid country name

State name actually exists

This cell does not contain a valid state name

State abbreviation actually exists

This cell does not contain a valid state abbreviation

This value does not look like a number.

Mostly numeric columns with rare (non-N/A) text

This value does not look like a number.

Occasional percentage or currency numbers

This number looks way too [big or small]

Numeric outlier

This number looks like a placeholder

Likely noise numbers

Possible Numeric Truncation

Numeric truncation

This column may contain social security numbers

Social security numbers

This column may contain credit card numbers

Credit card numbers

This column may contain phone numbers

Phone numbers

This column may contain email addresses

Email addresses

This column is blank

Empty Columns

This row is a duplicate of the one above it.

Duplicate Rows

Possible row truncation. The number of characters in this row could indicate that some amount of data was clipped.

Likely row truncation

Possible column truncation. The number of characters in a given field could indicate that some amount of data was clipped.

Likely column truncation

Suspiciously round number of rows. I.e. exactly 1000 rows. Perhaps this isn’t the full data, but rather a subset.

Suspiciously round numbers of rows

A column which contains mostly filled values has some small number left blank.

Rare blank cells in columns

Possible string truncation.

String truncation

This text looks like a placeholder (i.e. qwerty, asdf)

Likely noise text

This text looks [longer or shorter] than the rest

String length outlier