Southwestern Mandarin
Guangxi is known for its ethno-linguistic diversity. In the capital of Nanning, for example, three varieties of Chinese are spoken locally: Southwestern Mandarin, Yue (specifically Cantonese), and Pinghua, in addition to various Zhuang languages and others.