| Type | Presence | Valency | Domain | |
|---|---|---|---|---|
| Feature name | ||||
| 'payment_type' | STRING | required | 'payment_type' | |
| 'company' | STRING | optional | single | 'company' |
| 'pickup_community_area' | INT | required | - | |
| 'fare' | FLOAT | required | - | |
| 'trip_start_month' | INT | required | - | |
| 'trip_start_hour' | INT | required | - | |
| 'trip_start_day' | INT | required | - | |
| 'trip_start_timestamp' | INT | required | - | |
| 'pickup_latitude' | FLOAT | required | - | |
| 'pickup_longitude' | FLOAT | required | - | |
| 'dropoff_latitude' | FLOAT | optional | single | - |
| 'dropoff_longitude' | FLOAT | optional | single | - |
| 'trip_miles' | FLOAT | required | - | |
| 'pickup_census_tract' | BYTES | optional | - | |
| 'dropoff_census_tract' | INT | optional | single | - |
| 'trip_seconds' | INT | required | - | |
| 'dropoff_community_area' | INT | optional | single | - |
| 'tips' | FLOAT | required | - |