It is of great significance to establish relevant models by collecting data of various fruit production through the network, to screen out the main fruit varieties in the fruit market of China in recent years, to predict the consumption and production trend of the Chinese fruit market, and to plan the planting mode of fruit scientifically. Based on the data collected, this paper makes use of Lingo software to cluster and classify fruits, then establishes 0-1 programming model and time prediction model to predict data and test by regression model. Finally, the development strategy of fruit production in China is given.