Chicago Transportation Network Companies Datasets

Data Source

• https://data.cityofchicago.org/Transportation/Taxi-Trips-2021/9kgb-ykyt

Objective

1. Evaluating launching ride-hailing services in Chicago
2. Build pricing model to predict fare for trips

How to Reproduce Results

1. Ensure poetry is installed on your device (https://python-poetry.org/)
2. Launch JupyterLab

poetry run jupyter lab

3. Navigate to:
   • 1_service_launch_report.ipynb: Evaluation on taxi service landscape in Chicago
   • 2_pricing_model.ipynb: Pricing modelling training and testing

Documentation

See documentation.pdf