Speed Up Pandas-based Python Programs
We talk about how to speed up pandas-based programs by replacing pandas with other data analysis libraries such as polars, modin, and datatable.
Polars: https://github.com/pola-rs/polars
Datatable: https://github.com/h2oai/datatable
Modin: https://github.com/modin-project/modin
0:00 Intro
0:47 Why is Pandas Slow
1:31 Other Data Analysis Libraries
2:17 Test Performance of Each Library
3:53 Test Results
5:44 Syntax Comparison Pandas vs Polars
6:47 Conclusion
