Visualize ISO2 Country Codes in maps

I'm trying to visualize a count of docs by country code (ie count per country on maps) however whenever I try to do this the maps visualization plugin says I don't have an index with a geospatial data field. Is there an easy way around this or do I need to somehow convert my country code (currently stored as a string) to a geo_point or similar?

I am using ES/Kibana 7.8.

You can follow this guide to create a choropleth map

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