Polars: The Next Big Python Data Science Library... written in RUST?

In this video tutorial I explain everything you need to get started coding with polars. Polars is a multi-threaded DataFrame library, meaning that it allows using all the cores of a computer at the same time to achieve its full processing potential. It's been shown to have huge performance gains over pandas.

Timeline:
00:00 Intro
01:00 What is Polars?
02:43 Getting Started
06:32 Filtering
07:15 New Columns
08:10 Groupby
08:55 Combining Dataframes
10:17 Multithreaded Approach
11:21 Speed Test
12:50 Takeaways

Follow me on twitch for live coding streams:   / medallionstallion_  

My other videos:

Speed Up Your Pandas Code:    • Make Your Pandas Code Lightning Fast  
Intro to Pandas video:    • A Gentle Introduction to Pandas Data ...  
Exploratory Data Analysis Video:    • Exploratory Data Analysis with Pandas...  

Working with Audio data in Python:    • Audio Data Processing in Python  
Efficient Pandas Dataframes:    • Speed Up Your Pandas Dataframes  

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