r/MachineLearning - "[Discussion]" Predicting Bus arrival /looking for inspiration/

For finding the missing bus stops, is there a bus route column, so that you could fill in what stop they should have pulled in to that wasn't recorded? Seems to be there's two different problems you are facing For missing bus stop locations, if a bus route can't be found in the data or enriched in by some logic or other know sources of bus routes, clustering algorithm my help here to identify the missing stops for some of the records. Once all bus stops are found, there's a few different ways to go about finding the time. My initial thought is to use something like a possion distribution to model events over a period at a stop. Another way might be to use a weibull distribution by using survival analysis techniques and model the time it takes for a bus to arrive (ie survival time is wait time).