Detect Inconsistent Names and Labels in Excel

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Tools

Analyze one text column and group values that become equivalent after normalizing case, spaces, and punctuation.

Name / label consistency checkColumn to inspect Ignore capitalization differences Ignore spaces and punctuation when groupingStatus column nameCanonical value column name

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Name	Department	Amount
Ahmed	Sales	1200
Maria	HR	950

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Detect Inconsistent Names / Labels

Paste Data

Import a spreadsheet file

Tools

Name / label consistency analysis

Inconsistency preview

Paste spreadsheet data to create your workspace.

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