Exploratory Data Analysis in Pandas | Python Pandas Tutorials

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 Exploratory Data Analysis in Pandas. Dataset in GitHub: https://github.com/AlexTheAnalyst/PandasYouTubeSeries/blob/main/world_population.csv Code in GitHub: https://github.com/AlexTheAnalyst/PandasYouTubeSeries/blob/main/Pandas%20101%20-%20Exploratory%20Data%20Analysis%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 1:51 First Look at Data 3:45 Info() 4:40 Describe() 5:47 Counting all Null Values 7:09 Count of Unique Values 8:15 Sorting on Values 10:40 Correlation between Columns 11:53 Heatmap using Seaborn 14:43 Grouping Data 25:02 Visualizing Grouped Data 26:17 Boxplots for Outliers 29:07 Data Types of Columns 30:41 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*