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Convert DataFrame to a List

Discover how to convert a Pandas DataFrame into a list, both without and with index labels. Learn to use tolist(), values attribute, and reset_index() for preserving row and column labels. This lesson helps you handle data conversions effectively for analysis or export.

Convert data to list without index

Both Series and DataFrame have a very simple function, tolist(). From the name you can immediately tell what the function does.

You can call the function directly from a Series or from the attribute values. They are the same. ...