Creating interactive map

how to create an interactive map?

Perhaps look at http://geoviews.org/ ?

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Look at Plotly mapping too which includes Scattermapbox capabilities. You can make it into a interactive web interface with Dash too: Maps | Python | Plotly

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I really enjoyed this article on DataShader: Big Data Visualization Using Datashader in Python | by Sophia Yang | Towards Data Science

Although this one is explicitly about DataShader, it also uses HoloViews to plot a map, and gives you a flavor of what it is like to use the HoloViz ecosystem. There are also some example dashboards on the Panel website.