Python matplotlib tutorial | Part - 4 | Box Plots
This video is Part 4 of the series on Python Matplotlib tutorial. It will cover box plots, both from the perspective of matplotlib and seaborn library.
We will discuss how to plot vertical and horizontal box plots, while changing various options related to box, whiskers, fliers, and caps. This will help you directly compare the methods available in both matplotlib plotly and seaborn library
Important Links:
Titanic data (csv file)
https://drive.google.com/file/d/1ir91...
Google Colab script
https://drive.google.com/file/d/17YXW...
Types of pre-defined color palettes
https://seaborn.pydata.org/generated/...
Library Documentation
a) Pyplot: https://matplotlib.org/stable/api/_as...
b) Seaborn: https://seaborn.pydata.org/generated/...
Instagram: / the_ml_mine
Timestamps
00:00 Matplotlib vs Seaborn
00:50 Understanding dataset
02:49 Boxplots using Plotly
03:07 Basic vertical boxplot
06:28 Horizontal boxplot
06:52 Multiple boxplots
11:20 Show/hide mean
13:02 Adding notch
13:25 Change whisker length
14:17 Change box width
14:44 Additional properties
20:09 Boxplots using Seaborn
20:28 Basic vertical boxplot
21:02 Horizontal boxplot
21:25 Category-wise plot
25:12 Log scale
26:28 Strip plots
28:12 Summary
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