Sorting Data in Python With Pandas

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Darren Jones

26:37

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518 - RP - ps - 0 - Intro.mp4

01:17

518 - RP - ps - 1 - Getting Started.mp4

04:31

518 - RP - ps - 2 - Sorting Single Column.mp4

03:19

518 - RP - ps - 3 - Sorting Multiple Columns.mp4

04:31

518 - RP - ps - 4 - Sorting Index.mp4

04:11

518 - RP - ps - 5 - Sorting Columns.mp4

01:48

518 - RP - ps - 6 - Missing Data.mp4

03:03

518 - RP - ps - 7 - Sorting In Place.mp4

02:43

518 - RP - ps - 8 - Summary.mp4

01:14

Real Python - Pandas Sort Slides.pdf

sort example code.zip

Description

Learning pandas sort methods is a great way to start with or practice doing basic data analysis using Python. Most commonly, data analysis is done with spreadsheets, SQL, or pandas. One of the great things about using pandas is that it can handle a large amount of data and offers highly performant data manipulation capabilities.

In this video course, you’ll learn how to use .sort_values() and .sort_index(), which will enable you to sort data efficiently in a DataFrame.

By the end of this video course, you’ll know how to:

What You'll Learn?

Sort a pandas DataFrame by the values of one or more columns
Use the ascending parameter to change the sort order
Sort a DataFrame by its index using .sort_index()
Organize missing data while sorting values
Sort a DataFrame in-place using inplace set to True

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Python

Pandas

Darren Jones

Instructor's Courses

Darren is an avid Pythonista and creates video tutorials for Real Python. Having followed a varied career as a nuclear industry instrumentation engineer, a musician, recording engineer and teacher, he’s always been interested in computers, spending the last 20 years producing music with them and teaching music technology. He’s written books on the subject, and spends the remainder of his time improving his Python skills, with a view to bringing them into the studio and classroom for better understanding of both music and programming.