Attached are the codes for the publication titled "Perceived Motorcycle Risk Prediction Using Structural Equation Modeling and Artificial Intelligence in the Urban Driving Environment of Bangladesh" published by MDPI in The 4th International Electronic Conference on Applied Sciences. The publication can be read at the following site: https://sciforum.net/paper/view/15919