The project aims to collect real-time information about bus positions in Warsaw and analyze the data to understand bus drivers' behavior and assess the punctuality of bus routes.
To install the necessary dependencies, run the following command:
pip install -r requirements.txt
Navigate to the visualisation folder to view the results of the analysis. Open the .ipynb files to see the results of the data analysis conducted during the hours of 8-9 and 12-13 on February 26, 2024. To collect your own data, go to the src folder and run the fetch_and_process.py script with appropriate arguments. After collecting data, run the .ipynb files to analyze it. Start with single-hour-analysis.ipynb as it generates relevant .json files.