A survey conducted by the Berlin-based Emnid Institute for Playboy magazine ranked the driving skills of more than 17 percent of Berlin's drivers inadequate. Saxons and Bavarians were not far behind, with not many wanting to see them behind wheels. The Saxons were voted the second-worst drivers, with 14 percent of the drivers rated inadequate on their driving skills. The survey which was conducted with 1,000 respondents voted Swabians as the best drivers. Only six percent of respondents think Swabian driving abilities are inadequate.