Why do we need another Pandas cheat sheet?
The answer is simple: most cheat sheets are terrible!
They're just PDFs with a bunch of code that's difficult to copy and modify as needed.
I thought I could make something more useful for the community: an interactive pandas cheat sheet where you could find and try the code snippets you needed right away. Instead of attempting to decipher how a piece of code works, you can simply test it in the browser.
As a data professional, you'll undoubtedly come across pandas at some point — and learning how to use this library is critical for your career. But with so much functionality, pandas can be overwhelming for those just getting started.
This is why I've created this interactive pandas cheat sheet, covering everything from generating subsets of rows and columns to reshaping data, dealing with duplicates and missing data, aggregating data, joining data frames, and more. With code snippets that you can try yourself in the browser, this cheat sheet is the perfect way to simplify the complexity of pandas and quickly get up to speed.
So whether you're just starting out in data science or are looking for a refresher, this pandas cheat sheet will be an invaluable resource. Be sure to bookmark it for future reference!
Please reach out if you have questions or feedback.