Master Data Cleaning in Pandas: Essential Python Tips & Tricks 🧹

Learn how to clean and prepare your data efficiently with Pandas in this comprehensive Python tutorial. Perfect for data analysts and enthusiasts!

Master Data Cleaning in Pandas: Essential Python Tips & Tricks 🧹
Alex The Analyst
495.5K views • May 23, 2023
Master Data Cleaning in Pandas: Essential Python Tips & Tricks 🧹

About this video

Take my Full Python Course Here: https://www.analystbuilder.com/courses/pandas-for-data-analysis

In this series we will be walking through everything you need to know to get started in Pandas! In this video, we learn about Data Cleaning in Pandas.

Datasets in GitHub:
https://github.com/AlexTheAnalyst/PandasYouTubeSeries/blob/main/Customer%20Call%20List.xlsx

Code in GitHub: https://github.com/AlexTheAnalyst/PandasYouTubeSeries/blob/main/Pandas%20101%20-%20Data%20Cleaning%20in%20Pandas.ipynb

Favorite Pandas Course:
Data Analysis with Pandas and Python - https://bit.ly/3KHMLlu
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RESOURCES:

Coursera Courses:
📖Google Data Analyst Certification: https://coursera.pxf.io/5bBd62
📖Data Analysis with Python - https://coursera.pxf.io/BXY3Wy
📖IBM Data Analysis Specialization - https://coursera.pxf.io/AoYOdR
📖Tableau Data Visualization - https://coursera.pxf.io/MXYqaN

Udemy Courses:
📖Python for Data Analysis and Visualization- https://bit.ly/3hhX4LX
📖Statistics for Data Science - https://bit.ly/37jqDbq
📖SQL for Data Analysts (SSMS) - https://bit.ly/3fkqEij
📖Tableau A-Z - http://bit.ly/385lYvN

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Websites:
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💾GitHub: https://github.com/AlexTheAnalyst
📱Instagram: @Alex_The_Analyst
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0:00 Intro
0:41 First Look at Data
2:34 Removing Duplicates
3:41 Dropping Columns
5:10 Strip
12:15 Cleaning/Standardizing Phone Numbers
21:29 Splitting Columns
24:58 Standardizing Column Values using Replace
28:40 Fill Null Values
29:42 Filtering Down Rows of Data
36:42 Outro

*All opinions or statements in this video are my own and do not reflect the opinion of the company I work for or have ever worked for*

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Video Information

Views

495.5K

Likes

11.5K

Duration

38:37

Published

May 23, 2023

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