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Pandas and Multiprocessing: How to create dataframes in a parallel way

Scenario: Read a large number of xls files with pandas convert them to dataframes and concat them to a single dataframe.

Source: Pandas and Multiprocessing: How to create dataframes in a parallel way | by Konstantinos Patronas | Python in Plain English