Modern Urban Landscape Design Application of Zhuang Art Symbols Based on Data Analysis

Zuojiang River Basin in Southwest Guizhou is the area with the most concentrated Zhuang population in Guangxi and has profound ethnic culture. These elements of Zhuang culture are worthy of our excavation and application, and can be applied to urban construction and landscape planning and design. Therefore, the feature selection method in machine learning was used to purify the items in the personality scale of urban landscape design, and the most meaningful items for describing the urban personality of the case study were found, and the feature extraction method was used to classify the potential structure of the urban personality of the case study. Secondly, using the urban cultural landscape as the representation medium, we use attribute ranking to rank the role of the urban cultural landscape on the personality representation of the urban landscape design, and thus explore the personality representation mechanism of the urban cultural landscape. The design effect shows that this scheme can let different people finally experience the distinctive Zhuang art and humanistic environment.