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Generic Political and Physical Data
Natural Earth Data
These two websites provide data for political boundaries of different administrative hierarchies, infrastructure, and physical features, and are useful for constructing base maps.
Environmental and Ecological Data
ArcGis Online an expansive collection of user-generated data on diverse topics and areas.