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. 2019 Apr;105:25–36. doi: 10.1016/j.apgeog.2019.02.005

Table 1.

Datasets used in identifying financial touch points.

Dataset Description Source Year Category
Estimated persons per 3 arc-second (roughly 100 m) cell Worldpop 2015 AUTH
Primary & Secondary School Locations OpenAfrica 2015 AUTH
0.5 km MODIS-based Global Land Cover Climatology USGS 2014 AUTH
Global Rural-Urban Mapping Project (GRUMPv1) NASA 2011 AUTH
GeoNames Places GeoNames 2016 AUTH
LandScan-based Populated Places Natural Earth 2016 AUTH
OSM Roads OpenStreetMap 2016 VGI
OSM POI OpenStreetMap 2016 VGI
Facebook Places Instagram API 2016 SM
Tweets Twitter API 2016 SM
Foursquare Venues Foursquare API 2016 SM