Table 2 Accident-related characteristics.

From: Predicting car accident severity in Northwest Ethiopia: a machine learning approach leveraging driver, environmental, and road conditions

Variables

Categories

Frequencies

Percentages

Alcohol_Influence

No

1018

50.9%

Yes

982

49.1%

Seatbelt_Usage

Yes

1024

51.2%

No

976

48.8%

Weather_Condition

Dusty

527

26.35%

Foggy

515

25.75%

Rainy

508

25.40%

Clear

450

22.50%

Road_Condition

Gravel

517

25.85%

Wet

505

22.25%

Dry

491

24.55%

Potholes

487

24.35%

Lighting conditions

Night (unlit)

700

35.00%

Daylight

689

34.45%

Night(lit)

611

30.55

Traffic volume

Low

684

34.20%

High

681

34.05%

Medium

635

31.75%

Time of day

Afternoon

514

25.70%

Morning

507

25.35%

Night

495

24.75%

Evening

484

24.20%

Vehicle type

Motor cycle

524

26.20%

SUV

521

26.05%

Sedan

490

24.50%

Truck

465

23.25%