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MUSA 800 Project: Bus Ridership Prediction in Austin, Texas

Project Team:

  • Hanyong Xu
  • Jia Yuan
  • Yibing Zheng

Use Case:

The use case of this project is to help planners to test how changes of built environment and/or route features impact bus ridership in Austin. More specificly, our intention is to provide a scenario planning tool so that planners can gain a better understanding on ridership change and streamline future bus system design process.

Web Visualization:

To try out our web application, please go to this link.

For more details behind the scene of the app development, please check out the Github repository

Final Report:

The final markdown report can be found here, which contains all details of the projects including data wrangling, exploratory analysis, model development, and web application development.

For more projects from the practicum, check out the MUSA/Smart Cities practicum project page.

Disclaimer

Information displayed is not confirmed or authorized by CMTA and the results are solely the interpretation by the author for graphical purposes.

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