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Learning pandas - Second Edition by Michael Heydt

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The .index and .values properties

Each Series object consists of a series of values and an index. The values can be accessed through the .values property:

The result from is a NumPy array object, as the following verifies:

This is called out for informational purposes. We will not examine NumPy arrays in this book. Historically, pandas did use NumPy arrays under the covers, so NumPy arrays were more important in the past, but this dependency has been removed in recent versions. But as a convenience, .values returns a NumPy array even if the ...

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