Estimated annual vehicle miles traveled for individual vehicle make/model combinations. Computed by fitting OLS regressions of total odometer miles on vehicle age (in years) for used vehicle listings; the slope coefficient represents the estimated annual VMT. Only make/model combinations with at least 100 listings are included, and results are filtered to positive annual VMT values only.
Usage
data(vmt_annual_model)Format
A data frame with 548 rows and 5 variables:
| Variable | Description |
make | Vehicle manufacturer (e.g., "Toyota", "BMW", "Mercedes-Benz") |
model | Vehicle model name (e.g., "Camry", "RAV4", "Model 3") |
vehicle_type | Vehicle type: "Car", "CUV", "SUV", "Pickup", "Minivan" |
powertrain | Powertrain category: "Gasoline", "Battery Electric (BEV)", "Hybrid Electric (HEV)", "Plug-In Hybrid Electric (PHEV)", "Diesel", "Flex Fuel (E85)" |
vmt_annual | Estimated annual vehicle miles traveled |
Source
Computed from used vehicle listings data from Marketcheck.
Examples
data(vmt_annual_model)
head(vmt_annual_model)
#> make model powertrain vehicle_type vmt_annual
#> 1 Acura MDX Gasoline CUV 11334.421
#> 2 Acura RDX Gasoline CUV 10640.250
#> 3 Acura TL Gasoline Car 8155.315
#> 4 Acura TLX Gasoline Car 11107.978
#> 5 Alfa Romeo Tonale Plug-In Hybrid Electric (PHEV) CUV 7538.852
#> 6 Audi A3 Diesel Car 8582.209