Manning - Pandas in Action 2022 video edition

This is the video edition of the same titled book. It is the book, just read out aloud with code examples shown on screen. See github link as well. I compressed it so it is only around 220mb and not 2+gb. Use decryption key in the end to download.

In Pandas in Action you will learn how to:

• Import datasets, identify issues with their data structures, and optimize them for efficiency
• Sort, filter, pivot, and draw conclusions from a dataset and its subsets
• Identify trends from text-based and time-based data
• Organize, group, merge, and join separate datasets
• Use a GroupBy object to store multiple DataFrames

Pandas has rapidly become one of Python’s most popular data analysis libraries. In Pandas in Action, a friendly and example-rich introduction, author Boris Paskhaver shows you how to master this versatile tool and take the next steps in your data science career. You’ll learn how easy Pandas makes it to efficiently sort, analyze, filter and munge almost any type of data.

Data analysis with Python doesn’t have to be hard. If you can use a spreadsheet, you can learn pandas! While its grid-style layouts may remind you of Excel, pandas is far more flexible and powerful. This Python library quickly performs operations on millions of rows, and it interfaces easily with other tools in the Python data ecosystem. It’s a perfect way to up your data game.

Pandas in Action introduces Python-based data analysis using the amazing pandas library. You’ll learn to automate repetitive operations and gain deeper insights into your data that would be impractical—or impossible—in Excel. Each chapter is a self-contained tutorial. Realistic downloadable datasets help you learn from the kind of messy data you’ll find in the real world.