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The first thing I check before trusting any dataset

Every dataset I've ever received came with a description. Almost none of them matched the data. Not because anyone was lying.

  • Examine null values to identify hidden nulls
  • Analyze data distribution beyond summary statistics
  • Validate time column integrity against assumptions

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