With several characteristics, such as large scale, diverse predictability and timeliness, the city traffic data falls in the range of definition of BigData. A Virtual Reality GIS based traffic analysis and visualization system isproposed as a promising and inspiring approach to manage and develop traffic big data. In addition to the basic GIS interaction functions, the proposed system also include ssome intelligent visual analysis and forecasting functions. The passenger flow forecasting algorithm is introduced in detail.