Locating at a single glance the countries where the surname Abdelkarim is more abundant, as well as the areas of the globe where there are hardly any people with the surname Abdelkarim, is of great utility for individuals interested in surnames, and specifically in the surname Abdelkarim, as it allows them to quickly and easily visualize the data and its distribution."