1. A computer program product for generating a map based on data and weighted factors to minimize corresponding projection distortions, the computer program product comprising a computer readable storage medium having program instructions embodied therewith, wherein the computer readable storage medium is not a transitory signal per se, the program instructions executable by a computer to cause the computer to perform a method, comprising: determining visualization goals from analyzing a set of datasets for a map using a computer; calculating a set of visualization characteristics for each dataset based on the visualization goals using the computer, wherein the calculating of a set of visualization characteristics includes determining elements contained within a geographical extent; analyzing the visualization characteristics to weight factors for each of the datasets; adjusting each of the weighted factors based on relevance of each of the datasets for visualization of the map; calculating an aggregate vector of weighted factors based on all of the datasets; generating the map for visualization based on the aggregate vector of weighted factors; building a list of shape files for each of the elements, each shape file being constructed based on a map projection, wherein the weighted factors consider the shape files of each of the elements; ranking the shape files by: comparing an area of the shape file to a geographical area of the element associated with the shape file; comparing a great circle distance between the center of the shape area and the geographical center of the shape file's associated element; and comparing azimuth errors for a set of contained points in a shape associated with each of the shape files; and selecting a map projection that minimizes the differences in area and in distance between a plurality of projections and geographical measures, and minimizes aggregated azimuth errors.