Exploring Types of Subway Fares with Hierarchical Forecasting

In my prior post I used forecasting to look at the effect of COVID on the expected amount of New York City subway swipes. In this post I will drill a level deeper to run forecasts for various types of subway fares to see if any particularly type has recovered better or worse than any others.