How can i use latitude and longitude data in predictive modelling?
- You can use these as a numerical features in your feature space.
- Calculate the distance(haversine).
- Create the cluster of location. For example 30 states.
Please read from this link. You will get some sense of it.
By using cos,sin,tan longitude problem can be solved.try once , if not getting then let me know, i will explain you.