Converting Pandas Series or Index to NumPy Array
Retrieving a Pandas series or index as a NumPy array is straightforward using the values attribute. This attribute provides direct access to the underlying data without the need for conversion.
To obtain a NumPy array of the index:
This attribute is also available for other Pandas objects, such as columns:
Alternatively, to convert the index or series to a list, use the tolist() method:
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