To me, Mandarine (pu tong hua) is the most popular one and it originates from northern dialects. And Cantonese is also very popular especially for those doing International business. We also have Shanghainese, which also represents the quick economic development of Shanghai. Sichua Hua is also very popular. Taiwanese is hard for most people come from northern part of China.