This is a walkthrough of data visualization in Python using Pandas library by plotting some simple graphs to understand the basic Pandas built-in visualizations, using Jupyter notebook as an introduction for data science course. We will go through barplots, Scatter plots, Histogram, Box plots, Kde plots and Area plots along with concepts about styling and other asthetics.
CSV Files Dataset Download:
https://jumpshare.com/b/jwOT1sOIwOIiRgr3KhSv
If you want to code along to practice your python skills, you can download these dataset using the link and put it in the same folder as the Jupyter notebook you would be using.
#scatterplot #histogram #boxplot #barplot #kdeplot #areaplot #lineplot
Chapters:
0:00 - Intro & Imports
4:15 - Histogram
5:07 - Style Sheets
11:30 - Area Plot
12:16 - Bar Plot
14:08 - Line Plot
16:26 - Scatter Plot
20:08 - Boxplot
21:02 - Hexbinplot
23:10 - kdeplot or density plot