Interactive Choropleth maps

Hello Guys,

I am trying to build an interactive world map, shown here that shows global warming temperature increases per country. If you hoover on the countries you will see some temperature values appear and that is the first step. What I would like to do next is to have additional plots that pop up when I hoover or click on the country, instead of only numerical values. Can I do it with plotly, how? If not what tools should I use? I am new to the field of building interactive data visualizations. I use Python and the Jupyter notebook. Thank you!