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Description
When we mention filtering a pandas table, also mention, that the criteria should be independent of the thing that you are filtering.
Wrong:
pd['area, pd['area'] > 5].mean()
likely wrong:
pd['area, pd['diameter'] > 5].mean()
likely right:
pd['area, pd['intensity'] > 5].mean()
Later, refer to this when discussing correlation analysis with pearsons coefficient