Spatial Data Science integrates Geographic Information System (GIS) and Data Science. This article briefly describes Geospatial or Spatial Data Science in my point of view in simple way. Of course there are may other perspectives of Spatial Data Science. GIS contains 3 steps. They are data input, processing, and visualization/output.
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Data Science and GIS 