This article presents a visual analysis and processing of a data set of vehicle GPS paths for the discovery of spatiotemporal patterns, which is developed in the Weka tool and QGis, the proposed analysis is based on the location of length and presents latitude of a set of vehicles which determines how close are the north pole and likewise verify that industry make more geographic coordinates. To perform this experiment was taken as the first step in selecting a software environment and appropriate hardware, enabling configuration and correct implementation of applications and thus able to perform better in the development of research, the following steps They are to create a base of spatial data, load the spatial data set using a procedure developed in Visual Studio, generation of geometric points, display of geometric points loaded from the database within a geographic information system QGis and finally analyze and process GPS vehicle trajectories using the technique of data mining, which it was found that there are a number of vehicles that make it coordinates near north pole.