int_synthetic_teammate

Synthetic teammate for driver skill extraction.

Part of the Skill family.

Synthetic teammate for driver skill extraction. Grain is (race_year, race_id, ego_driver_id, lap_number). Uses closest-match teammate with same car to create a counterfactual for what the driver would have done in the same equipment if conditions matched.

Lineage

Overview

Property	Value
Layer	intermediate
Family	Skill
Contract enforced	No
Upstream	int_lap_fuel_state, int_stint_geometry, int_compound_cliff_predicted, stg_laps

5 tests guard this model - 4 generic, 1 singular.

Columns

Column	Type	Nullable	Tests	Description
race_year		Yes	not_null	Race year
race_id		Yes	not_null	Race identifier
ego_driver_id		Yes	not_null	The driver for whom we synthesize a teammate
lap_number		Yes	not_null	Lap number within race