Exploratory Data Analysis Python and Pandas with Examples

Chapters
0:00 intro
0:17 What is Exploratory Data Analysis?
0:42 EDA process
1:02 Load Data and Initial Analysis
1:47 Initial Analysis of Pandas DataFrame
4:03 Dimension and data types of DataFrame
5:12 Statistics - min, max, mean, percentile
6:55 Inspect single column of DataFrame
7:51 Convert String to numeric
8:35 Expand nested column
10:36 Visualization
11:15 Missing values
12:52 Correlations
14:05 Positive and negative correlation
14:15 Detect outliers in Pandas DataFrame
14:52 Explain Seaborn boxplot and outliers