5-Year History (2019 – 2023)
Analyzing the COVID-19 mobility shock, post-pandemic recovery curves, fare inflation, and permanent WFH Rush Hour shifts.
2019 Pre-COVID Volume
84.0M
84.0 Million trips/year baseline
2023 Volume Recovery
45.6%
38.3M trips retained
5-Year Fare Inflation
+39.4%
$16.50 (2019) → $23.00 (2023)
WFH Commute Retention
45.6%
Midtown 8 AM Rush Hour vs 2019
5-Year Trip Volume & Revenue Progression
2019 Pre-COVID crash, 2020 collapse, & 2021-2023 recovery
Midtown 8 AM Rush Hour Commute Retention
Measuring the permanent Hybrid Work / Remote Work effect on Manhattan morning rush