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Leaflet has been mentioned but is for web maps, which may or may not be what you're looking for. You can definitely use ggplot, otherwise tmap is a sepcialised mapping package whose syntax is modelled on ggplot.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a more popular project.
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