novinsh / traffic_forecasting

Traffic forecasting for the city of Tartu

traffic_forecasting

Project structure

• download_data.sh downloads all data files necessary to the project.
• prepare_data.sh unzips and does preliminary preparations to setup the data.
• eda.ipynb explanatory data analysis.
• cluster_data.py script to cluster the data.
• learn_edge_counts.py script to learn edges counts based on the cluster centers.

data setup

After downloading and preparing the data using the two scripts, following directories will be created.

• aggregated/: Contains small data
• data/: Contains full/large data
• edge_info.csv: graph of the network could be constructed based on
• tartu_edge.csv: ???