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Use great_expectations to validate breast cancer data #3

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ttimbers opened this issue Oct 11, 2024 · 0 comments
Open

Use great_expectations to validate breast cancer data #3

ttimbers opened this issue Oct 11, 2024 · 0 comments
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@ttimbers
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@RohanAlexander shared this example of code using great_expectations to validate data. And here are the great_expectations docs: https://docs.greatexpectations.io/docs/core/introduction/try_gx/

What should we validate about the breast cancer data? Here are some ideas:

  • data schema (column names and types)
  • value ranges (we may have to extract this from the data themselves, or the original breast cancer paper since we are not domain experts ourselves)
  • how we expect missing values to be recorded
  • what percentage of missing values is OK
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