This folder contains different types of plots practice.

Two visualization libraries :

matplotlib and seaborn

Plot Types:

scatter plots clustered bar char heat maps violin and box plot faceting bar charts and line plots

How to decide which plot to use ?

UniVariates:

qualitative(categorical) : bar chart
quantitative (numeric) : histogram  

BiVariates :

numeric vs numeric : scatterplot

numeric vs categorical : violin and box plot
    to use a violin plot if you have a lot of data and the distributions are meaningful, to use a box plot or bar chart if you have less data, or the distributions are less reliable
    
categorical vs categorical : clustered bar chart