Large vehicles impact the quality of traffic flow. To predict the impact of large-scale vehicles on the average speed of traffic flow. vehicle speeds under different vehicle mixing rates were collected through field observations. A laser roadside traffic survey instrument with automatic vehicle type identification functionality was used to collect cross section traffic flow data. https://mypopes.shop/product-category/collections/