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View public model
Predict using Casualty gender in 2012 UK accidents
Sex of Casualty:
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Missing strategy:
Probability threshold:
All input fields:
Sex of Driver
Female
Male
Not known
Casualty Class
Driver or rider
Passenger
Pedestrian
Date.hour
Age Band of Driver
-1
0 - 5
11 - 15
16 - 20
21 - 25
26 - 35
36 - 45
46 - 55
56 - 65
6 - 10
66 - 75
Over 75
Vehicle Manoeuvre
Changing lane to left
Changing lane to right
Data missing or out of range
Going ahead left-hand bend
Going ahead other
Going ahead right-hand bend
Moving off
Overtaking - nearside
Overtaking moving vehicle - offside
Overtaking static vehicle - offside
Parked
Reversing
Slowing or stopping
Turning left
Turning right
U-turn
Waiting to go - held up
Waiting to turn left
Waiting to turn right
Vehicle Type
Agricultural vehicle
Bus or coach (17 or more pass seats)
Car
Data missing or out of range
Goods 7.5 tonnes mgw and over
Goods over 3.5t. and under 7.5t
Goods vehicle - unknown weight
Minibus (8 - 16 passenger seats)
Mobility scooter
Motorcycle - unknown cc
Motorcycle 125cc and under
Motorcycle 50cc and under
Motorcycle over 125cc and up to 500cc
Motorcycle over 500cc
Other vehicle
Pedal cycle
Ridden horse
Taxi/Private hire car
Tram
Van / Goods 3.5 tonnes mgw or under
Engine Capacity (CC)
Age of Vehicle
Pedestrian Location
Crossing elsewhere within 50m. of pedestrian crossing
Crossing in zig-zag approach lines
Crossing in zig-zag exit lines
Crossing on pedestrian crossing facility
In carriageway, crossing elsewhere
In carriageway, not crossing
In centre of carriageway - not on refuge, island or central reservation
Not a Pedestrian
On footway or verge
On refuge, central island or central reservation
Unknown or other
Age Band of Casualty
-1
0 - 5
11 - 15
16 - 20
21 - 25
26 - 35
36 - 45
46 - 55
56 - 65
6 - 10
66 - 75
Over 75
Number of Casualties
Did Police Officer Attend
No
No - accident was reported using a self completion form (self rep only)
Yes
Date.month
January
February
March
April
May
June
July
August
September
October
November
December
Date.day-of-month
Pedestrian Crossing-Physical Facilities
Central refuge
Footbridge or subway
No physical crossing facilities within 50 metres
Pedestrian phase at traffic signal junction
Pelican, puffin, toucan or similar non-junction pedestrian light crossing
Zebra
Propulsion Code
12
Electric
Gas
Gas/Bi-fuel
Heavy oil
Hybrid electric
New fuel technology
Petrol
Petrol/Gas (LPG)
Local Authority (District)
Date.minute
Light Conditions
Darkness - lighting unknown
Darkness - lights lit
Darkness - lights unlit
Darkness - no lighting
Daylight
Driver IMD Decile
Data missing or out of range
Least deprived 10%
Less deprived 10-20%
Less deprived 20-30%
Less deprived 30-40%
Less deprived 40-50%
More deprived 10-20%
More deprived 20-30%
More deprived 30-40%
More deprived 40-50%
Most deprived 10%
Vehicle Leaving Carriageway
Data missing or out of range
Did not leave carriageway
Nearside
Nearside and rebounded
Offside
Offside - crossed central reservation
Offside and rebounded
Offside on to central reservation
Offside on to centrl res + rebounded
Straight ahead at junction
Date.day-of-week
Monday
Tuesday
Wednesday
Thursday
Friday
Saturday
Sunday
Weather Conditions
Fine + high winds
Fine no high winds
Fog or mist
Other
Raining + high winds
Raining no high winds
Snowing + high winds
Snowing no high winds
Unknown
Driver Home Area Type
Data missing or out of range
Rural
Small town
Urban area
Speed limit
1st Road Class
A
A(M)
B
C
Motorway
Unclassified
Vehicle Location-Restricted Lane
Bus lane
Busway (including guided busway)
Cycle lane (on main carriageway)
Cycleway or shared use footway (not part of main carriageway)
Data missing or out of range
Entering lay-by or hard shoulder
Footway (pavement)
Leaving lay-by or hard shoulder
On lay-by or hard shoulder
On main c'way - not in restricted lane
Tram/Light rail track
1st Point of Impact
Back
Data missing or out of range
Did not impact
Front
Nearside
Offside
Special Conditions at Site
Auto signal part defective
Auto traffic signal - out
Data missing or out of range
Mud
None
Oil or diesel
Road sign or marking defective or obscured
Road surface defective
Roadworks
Pedestrian Road Maintenance Worker
Data missing or out of range
No / Not applicable
Not Known
Yes
Hit Object in Carriageway
Any animal (except ridden horse)
Bollard or refuge
Bridge (roof)
Bridge (side)
Central island of roundabout
Data missing or out of range
Kerb
None
Open door of vehicle
Other object
Parked vehicle
Previous accident
Road works
Car Passenger
Data missing or out of range
Front seat passenger
Not car passenger
Rear seat passenger
Hit Object off Carriageway
Bus stop or bus shelter
Central crash barrier
Data missing or out of range
Entered ditch
Lamp post
Near/Offside crash barrier
None
Other permanent object
Road sign or traffic signal
Submerged in water
Telegraph or electricity pole
Tree
Wall or fence
Junction Detail
Crossroads
Mini-roundabout
More than 4 arms (not roundabout)
Not at junction or within 20 metres
Other junction
Private drive or entrance
Roundabout
Slip road
T or staggered junction
Journey Purpose of Driver
Commuting to/from work
Journey as part of work
Not known
Other
Pupil riding to/from school
Taking pupil to/from school
Casualty Home Area Type
Data missing or out of range
Rural
Small town
Urban area
Number of Vehicles
Junction Control
Authorised person
Auto traffic signal
Data missing or out of range
Give way or uncontrolled
Stop sign
Pedestrian Crossing-Human Control
Control by other authorised person
Control by school crossing patrol
None within 50 metres
Junction Location
Approaching junction or waiting/parked at junction approach
Cleared junction or waiting/parked at junction exit
Data missing or out of range
Entering from slip road
Entering main road
Entering roundabout
Leaving main road
Leaving roundabout
Mid Junction - on roundabout or on main road
Not at or within 20 metres of junction
Accident Severity
Fatal
Serious
Slight
2nd Road Class
-1
A
A(M)
B
C
Motorway
Unclassified
Road Surface Conditions
Data missing or out of range
Dry
Flood over 3cm. deep
Frost or ice
Snow
Wet or damp
Skidding and Overturning
Data missing or out of range
Jackknifed
Jackknifed and overturned
None
Overturned
Skidded
Skidded and overturned
Pedestrian Movement
Crossing from driver's nearside
Crossing from driver's offside
Crossing from nearside - masked by parked or stationary vehicle
Crossing from offside - masked by parked or stationary vehicle
In carriageway, stationary - not crossing (standing or playing)
In carriageway, stationary - not crossing (standing or playing) - masked by parked or stationary vehicle
Not a Pedestrian
Unknown or other
Walking along in carriageway, back to traffic
Walking along in carriageway, facing traffic
Bus or Coach Passenger
Alighting
Boarding
Data missing or out of range
Not a bus or coach passenger
Seated passenger
Standing passenger
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