erbulanbombi-ux/Almaty-BRT-Analytics-Prediction-Platform ? reverse-engineered prompt

Build me a small Python project that studies how Almaty’s BRT network affects bus delays, traffic flow, and safety, then uses that data to predict delay in minutes for a given corridor or station setup.

I want a training script that reads the dataset, cleans it, trains a solid regression model, saves it to a file, and prints useful evaluation numbers like error and accuracy. I also want a simple prediction script where I can pass in the key route or intersection details and get a delay estimate back right away. Please make a separate visualization script too, so I can explore the data and see which factors matter most, like turning conflicts, peak hours, and lane isolation.

Keep it easy to run from the command line, and include sensible defaults so it works even if I just follow the README. If you need current library details, look them up online.