You can use this notebook to download, compress and save all data in 35 min. The frame data is saved in parquet files and can be read into memory with pandas. Or you can use Vaex to read it in as I've done.
https://www.kaggle.com/code/danielbruintjies/data-processing-for-hulkshare/notebook
Great post.
Thanks
Thanks for sharing this @DanielBruintjies
you welcome @Professor