| Number | Variable names | Data source |
| 1 | AADT | Control Section Analysis System (CANSYS) database |
| 2 | Segment length | |
| 3 | Lane width | |
| 4 | Shoulder width | |
| 5 | Maximum speed limit | |
| 6 | Number of lanes | |
| 7 | Shoulder type | |
| 8 | Surface type | |
| 9 | Functional classification | |
| 10 | Rumble strip presence | |
| 11 | Degree of curve | |
| 12 | Median type | |
| 13 | Median width | |
| 14 | Cross slope | |
| 15 | Area type(rural/urban) | |
| 16 | Presence of curve | |
| 17 | Percentage of heavy vehicle | |
| 18 | International Roughness Index (IRI) | Pavement Management Information System (PMIS) database |
| 19 | Presence of on or off ramps | Google map |
| 20 | Side friction coefficient | Kansas Department of Transportation (KDOT) |
| 21 | Access density | KDOT video-logs |
| 22 | Density of trees | Google map |
| 23 | Density of poles/mile | Google map |
| 24 | Roadside Hazard Rating (RHR) | KDOT video-logs |
| 25 | Number of interchanges on freeway segment | Google map |