Population data for 2009 and 2019 were obtained from KNBS, these data were then used to plot the map. R shiny and leaflets were used to bring about the Map interactivity.

The data population data per constituency was obtained from KNBS. The excel data was then joined with the spatial boundary of the constituencies for Mapping.

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The use of R shiny in web mapping