using df astype to select categorical data and numerical data

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Olivia
13 Oct 2017
1df = pd.DataFrame({'vertebrates': ['Bird', 'Bird', 'Mammal', 'Fish', 'Amphibian', 'Reptile', 'Mammal']})
2
3df.vertebrates.astype("category").cat.codes
4
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