Exploratory Data Analysis in Pandas | Python Pandas Tutorials
Channel: Alex The Analyst
Date: 2023-06-06

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
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RESOURCES:

Coursera Courses:
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📖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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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*