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The proposed tab would sit next to the Exceptions tab as its purpose seems to me to be more similar to the Exceptions tab than other tabs. Highlighted in blue in below screenshot. Note that below screenshot/mock-up does not show the Data Skew tab next to the Exceptions tab, but the actual implementation will put it next to the Exceptions tab.

The look and feel of the proposed Data Skew tab will be compatible with the rest of the UI. The list/table view of checkpoints under the Checkpoints tab could be used for inspiration. The content of the proposed tab will roughly look as follows:

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