Shiny for Python Choropleth Map

Mapping US gun violence mass shootings with ipyleaflet in Shiny for Python

Justin Morgan Williams
9 min readDec 26, 2022

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Photo by Maxim Hopman on Unsplash

Preamble

The purpose of this blog is two-fold:

  • To showcase building a choropleth map application in Shiny for Python.
  • To elucidate the location of deaths and injuries resulting from mass shootings within…

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Justin Morgan Williams

Data scientist passionate about the intersectionality of sustainability and data.