Here’s how you can get a 2–6x speed-up on your data pre-processing with Python

https://towardsdatascience.com/heres-how-you-can-get-a-2-6x-speed-up-on-your-data-pre-processing-with-python-847887e63be5
How to parallalize data loading in python.