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trondheim

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trondheim-bus-ridership-prediction

Machine learning pipeline for predicting hourly bus ridership in Trondheim, Norway. Random Forest model achieves MAE 1.40 using weather data, events, and temporal patterns. Complete production pipeline from data collection to business insights. Built with Python, scikit-learn, and Frost API.

  • Updated Oct 15, 2025
  • Jupyter Notebook

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