This paper presents a computational analysis of drivers behaviors by using signals and data generated from a velicular telemetry system. The proposal diagnoses driver's behaviours looking for potential and dangerous driving manoeuvres. Experimental testing has been performed in real environment around the city of Barranquilla, Colombia. The testing results show how driving diagnosis can be successfully achieved through the analysis of real time telemetry data that are directly related to the driver's actions.