| Sex_of_Driver (target) | numeric | 3 unique values
23 missing | |
| Accident_Index (row identifier) | string | 140056 unique values
0 missing | |
| Vehicle_Reference_df_res | string | 37 unique values
0 missing | |
| Vehicle_Type | numeric | 20 unique values
65 missing | |
| Towing_and_Articulation | numeric | 6 unique values
380 missing | |
| Vehicle_Manoeuvre | numeric | 18 unique values
188 missing | |
| Vehicle_Location-Restricted_Lane | numeric | 10 unique values
179 missing | |
| Junction_Location | numeric | 9 unique values
86 missing | |
| Skidding_and_Overturning | numeric | 6 unique values
180 missing | |
| Hit_Object_in_Carriageway | numeric | 12 unique values
165 missing | |
| Vehicle_Leaving_Carriageway | numeric | 9 unique values
163 missing | |
| Hit_Object_off_Carriageway | numeric | 12 unique values
3 missing | |
| 1st_Point_of_Impact | numeric | 5 unique values
210 missing | |
| Was_Vehicle_Left_Hand_Drive? | numeric | 2 unique values
1486 missing | |
| Journey_Purpose_of_Driver | numeric | 6 unique values
27 missing | |
| Age_of_Driver | numeric | 95 unique values
35886 missing | |
| Age_Band_of_Driver | numeric | 11 unique values
35886 missing | |
| Engine_Capacity_(CC) | numeric | 1140 unique values
93356 missing | |
| Propulsion_Code | numeric | 11 unique values
92646 missing | |
| Age_of_Vehicle | numeric | 72 unique values
107115 missing | |
| Driver_Home_Area_Type | numeric | 3 unique values
60728 missing | |
| Location_Easting_OSGR | numeric | 78609 unique values
43456 missing | |
| Location_Northing_OSGR | numeric | 82205 unique values
43456 missing | |
| Longitude | numeric | 117588 unique values
43456 missing | |
| Latitude | numeric | 116292 unique values
43456 missing | |
| Police_Force | numeric | 49 unique values
43383 missing | |
| Accident_Severity | numeric | 3 unique values
43383 missing | |
| Number_of_Vehicles | numeric | 15 unique values
43383 missing | |
| Number_of_Casualties | numeric | 21 unique values
43383 missing | |
| Date | string | 365 unique values
43383 missing | |
| Day_of_Week | numeric | 7 unique values
43383 missing | |
| Time | string | 1439 unique values
43427 missing | |
| Local_Authority_(District) | numeric | 356 unique values
43383 missing | |
| Local_Authority_(Highway) | string | 204 unique values
43383 missing | |
| 1st_Road_Class | numeric | 6 unique values
43383 missing | |
| 1st_Road_Number | numeric | 3938 unique values
43383 missing | |
| Road_Type | numeric | 6 unique values
43383 missing | |
| Speed_limit | numeric | 8 unique values
43383 missing | |
| Junction_Detail | numeric | 9 unique values
43385 missing | |
| Junction_Control | numeric | 4 unique values
174038 missing | |
| 2nd_Road_Class | numeric | 6 unique values
175059 missing | |
| 2nd_Road_Number | numeric | 3707 unique values
44833 missing | |
| Pedestrian_Crossing-Human_Control | numeric | 3 unique values
43702 missing | |
| Pedestrian_Crossing-Physical_Facilities | numeric | 6 unique values
43685 missing | |
| Light_Conditions | numeric | 5 unique values
43383 missing | |
| Weather_Conditions | numeric | 9 unique values
43383 missing | |
| Road_Surface_Conditions | numeric | 5 unique values
43899 missing | |
| Special_Conditions_at_Site | numeric | 8 unique values
43623 missing | |
| Carriageway_Hazards | numeric | 6 unique values
43596 missing | |
| Urban_or_Rural_Area | numeric | 2 unique values
43383 missing | |
| Did_Police_Officer_Attend_Scene_of_Accident | numeric | 3 unique values
43407 missing | |
| LSOA_of_Accident_Location | string | 25979 unique values
64494 missing | |
| Vehicle_Reference_df | string | 28 unique values
0 missing | |
| Casualty_Reference | numeric | 38 unique values
0 missing | |
| Casualty_Class | numeric | 3 unique values
0 missing | |
| Sex_of_Casualty | numeric | 2 unique values
134 missing | |
| Age_of_Casualty | numeric | 101 unique values
5569 missing | |
| Age_Band_of_Casualty | numeric | 11 unique values
5569 missing | |
| Casualty_Severity | numeric | 3 unique values
0 missing | |
| Pedestrian_Location | numeric | 11 unique values
2 missing | |
| Pedestrian_Movement | numeric | 10 unique values
2 missing | |
| Car_Passenger | numeric | 3 unique values
762 missing | |
| Bus_or_Coach_Passenger | numeric | 5 unique values
46 missing | |
| Pedestrian_Road_Maintenance_Worker | numeric | 3 unique values
166 missing | |
| Casualty_Type | numeric | 21 unique values
0 missing | |
| Casualty_Home_Area_Type | numeric | 3 unique values
39802 missing | |
| Casualty_IMD_Decile | numeric | 10 unique values
69585 missing | |