Timeseries analysis of traffic data

This project applies time series forecasting methods to model U.S. monthly traffic data between 2019 and 2023.

The data for this project is aggregated from the US Federal Highway Administration (link here: https://www.fhwa.dot.gov/policyinformation/travel_monitoring/tvt.cfm)

Approaches Taken

There are 3 main notebooks here:

1. initial_exploration: contains initial exporation and EDA of the data
2. overview_prophet: an approach to modeling the data using Facebooks Prophet library
3. overview_xgboost: an approach to modeling the data using the XGBoost library