This study examines the characteristics of the members in the most popular Geographic Information Systems (GIS) Professional (GISP) certification program in the United States as well as the spatial patterns of the certified GISPs. The results show that the majority of GISPs (97. 3%) are located in urban areas. https://parisnaturalfoodes.shop/product-category/anti-viral/