Tool to proofread your data via @dataproofer - "Before you can make use of any data, you need to know if it’s reliable. Is it weird? Is it clean? Can I use it to write or make a viz?" Dataproofer is open source software designed to automate this process of checking a dataset for errors.
Not used it myself but may be worth a play.
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