Conductor is an open-source project in active development to collect data from NYC Subway real-time data feeds and do modeling, visualization,and predictive analytics.
Check out the real-time interactive visualization here.
Consult the wiki for documentation, in-process analysis, and some incomplete tutorial sections.
Conductor is developed in Python and makes use of numpy, pandas, Bokeh, sci-kit learn and other data science tools in the Python ecosystem.
If you have interest in this project as a developer, data scientist, or student, let me know. Feel free to open an issue with questions or comments. Feedback of any sort is welcome and will help to focus the project and develop it in a useful direction.