Verkkostatistical models to predict bus arrival times for potential passengers. Therefore, bus passengers can plan their trips more efficiently by avoiding excessive waiting time. Verkkoin this paper, we explore an lstm neural network model for bus arrival time prediction. We take into account heterogeneous information about the. Select your bus route, direction of travel, and your chosen bus stop. The web page will display the next 3 predicted times for a bus to arrive at that.