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!

Alex The Analyst
495.5K views • May 23, 2023

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
____________________________________________
SUBSCRIBE!
Do you want to become a Data Analyst? That's what this channel is all about! My goal is to help you learn everything you need in order to start your career or even switch your career into Data Analytics. Be sure to subscribe to not miss out on any content!
____________________________________________
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
*Please note I may earn a small commission for any purchase through these links - Thanks for supporting the channel!*
____________________________________________
BECOME A MEMBER -
Want to support the channel? Consider becoming a member! I do Monthly Livestreams and you get some awesome Emoji's to use in chat and comments!
https://www.youtube.com/channel/UC7cs8q-gJRlGwj4A8OmCmXg/join
____________________________________________
Websites:
💻Website: AlexTheAnalyst.com
💾GitHub: https://github.com/AlexTheAnalyst
📱Instagram: @Alex_The_Analyst
____________________________________________
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*
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
____________________________________________
SUBSCRIBE!
Do you want to become a Data Analyst? That's what this channel is all about! My goal is to help you learn everything you need in order to start your career or even switch your career into Data Analytics. Be sure to subscribe to not miss out on any content!
____________________________________________
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
*Please note I may earn a small commission for any purchase through these links - Thanks for supporting the channel!*
____________________________________________
BECOME A MEMBER -
Want to support the channel? Consider becoming a member! I do Monthly Livestreams and you get some awesome Emoji's to use in chat and comments!
https://www.youtube.com/channel/UC7cs8q-gJRlGwj4A8OmCmXg/join
____________________________________________
Websites:
💻Website: AlexTheAnalyst.com
💾GitHub: https://github.com/AlexTheAnalyst
📱Instagram: @Alex_The_Analyst
____________________________________________
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
User Reviews
4.8
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