Plotly is the most used Python library for creating dynamic charts. With the functions from Plotly Express module you will be able to create the most common figures at once
ALL PLOTLY CHARTS
The following are all the plotly tutorials of this site. Inside each tutorial you will find several examples with reproducible code to learn step by step how to create and customize the chart