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A project that utilizes the MBTA "Blue Book" open data source to train various ML models to predict and make postulations about certain topics regarding the MBTA Commuter Rail service.

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MBTA Predictive Analysis Project




This project was done as coursework for the COMP 3125 Data Science Fundamentals Course at WIT.


All data for this project was retrieved via the MBTA "Blue Book" open data source.

MBTA Blue Book


  • The "codes" folder contains all .py files used in developing the models for the predictive analysis.
  • The "data" folder contains all .csv and .txt files used to train and fit the models.
  • The "graph" folder contains all visualizations generated from the model results.
  • All .py files can be ran if the repo is cloned; no need for any secrets/keys

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A project that utilizes the MBTA "Blue Book" open data source to train various ML models to predict and make postulations about certain topics regarding the MBTA Commuter Rail service.

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