Identify one (1) limitation of traffic crash analysis using the dataset stated in Table 1 and propose one (1) way to address the limitation.

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Table 1. Description of the dataset
Field
Description
The driving experience of the driver (Under 7 years/7-14 years/Over
14 years)
Whether the crash involves fatigue driving (True/False)
Whether the crash involves drunk or drug driving (True/False)
The type of road where the crash occurs (E.g., Highway, Freeway,
etc)
Experience
Fatigue
Drunk Drug
Road_Type
Road Alignment The alignment of the road where the crash occurs (E.g., Straight,
Down-curve, Slope, Up-curve, etc)
Whether there are well-equipped markings and signs at the location
where the crash happens (True/False)
Whether there are well-equipped road safety facilities at the location
where the crash happens (True/False)
The time of the day when the crash happens
The district where the crash occurs
The type of the vehicle (Bus/Truck/Private car/Others)
Number of vehicles involved in the crash
Whether the crash is fatal (True/False)
Mark_Sign
Safety_Facility
Time_of Day
Region
Vehicle Type
Num Vehicle
Severity
Identify one (1) limitation of traffic crash analysis using the dataset stated in Table 1 and propose
one (1) way to address the limitation.
Transcribed Image Text:Table 1. Description of the dataset Field Description The driving experience of the driver (Under 7 years/7-14 years/Over 14 years) Whether the crash involves fatigue driving (True/False) Whether the crash involves drunk or drug driving (True/False) The type of road where the crash occurs (E.g., Highway, Freeway, etc) Experience Fatigue Drunk Drug Road_Type Road Alignment The alignment of the road where the crash occurs (E.g., Straight, Down-curve, Slope, Up-curve, etc) Whether there are well-equipped markings and signs at the location where the crash happens (True/False) Whether there are well-equipped road safety facilities at the location where the crash happens (True/False) The time of the day when the crash happens The district where the crash occurs The type of the vehicle (Bus/Truck/Private car/Others) Number of vehicles involved in the crash Whether the crash is fatal (True/False) Mark_Sign Safety_Facility Time_of Day Region Vehicle Type Num Vehicle Severity Identify one (1) limitation of traffic crash analysis using the dataset stated in Table 1 and propose one (1) way to address the limitation.
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