MTA Occupancy Prediction

Extract the datasets to the data folder and into their respective folders. 

• apc: cleaned-wego-daily.apc.parquet 
• weather: darksky_nashville_20220406.csv and weatherbit_weather_2010_2022.parquet 
• gtfs: alltrips_mta_wego.parquet 
• traffic: inrix data, can download separately

Also, you could refer the code repository at: https://github.com/smarttransit-ai/mta_occupancy_prediction. 

The related paper is: J. P. Talusan, A. Mukhopadhyay, D. Freudberg and A. Dubey, "On Designing Day Ahead and Same Day Ridership Level Prediction Models for City-Scale Transit Networks Using Noisy APC Data," 2022 IEEE International Conference on Big Data (Big Data), Osaka, Japan, 2022, pp. 5598-5606, doi: 10.1109/BigData55660.2022.10020390.