Crash_Score
float64
0.01
53.1
year
int64
2.01k
2.02k
Month
int64
1
12
Time_of_Day
int64
1
6
Rd_Feature
stringclasses
5 values
Rd_Character
stringclasses
7 values
Rd_Class
stringclasses
3 values
Rd_Configuration
stringclasses
5 values
Rd_Surface
stringclasses
5 values
Rd_Conditions
stringclasses
4 values
Light
stringclasses
6 values
Weather
stringclasses
5 values
Traffic_Control
stringclasses
5 values
Work_Area
stringclasses
2 values
2.16
2,014
4
3
NONE
STRAIGHT-LEVEL
OTHER
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
10.96
2,014
4
3
INTERSECTION
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-PROTECTED-MEDIAN
SMOOTH ASPHALT
WET
DAYLIGHT
CLEAR
YIELD
NO
2.58
2,014
4
5
NONE
STRAIGHT-LEVEL
OTHER
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DARK-NOT-LIT
CLEAR
NONE
NO
9.28
2,014
3
4
DRIVEWAY
STRAIGHT-LEVEL
OTHER
TWO-WAY-NO-MEDIAN
COARSE ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
5.81
2,014
4
6
NONE
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-UNPROTECTED-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
6.89
2,014
4
3
NONE
STRAIGHT-OTHER
OTHER
TWO-WAY-PROTECTED-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
3.47
2,014
4
3
NONE
STRAIGHT-LEVEL
US HWY
TWO-WAY-PROTECTED-MEDIAN
GROOVED CONCRETE
DRY
DAYLIGHT
CLEAR
NONE
NO
4.65
2,014
4
6
NONE
STRAIGHT-LEVEL
OTHER
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLOUDY
NONE
NO
9.03
2,014
4
5
NONE
STRAIGHT-LEVEL
OTHER
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
WET
DAYLIGHT
RAIN
NONE
NO
4.09
2,014
4
5
RAMP
CURVE-LEVEL
OTHER
ONE-WAY
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
4.56
2,014
4
4
NONE
STRAIGHT-GRADE
OTHER
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
5.78
2,014
4
3
INTERSECTION
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-UNPROTECTED-MEDIAN
SMOOTH ASPHALT
WET
DAYLIGHT
RAIN
SIGNAL
NO
1.58
2,014
4
2
NONE
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-UNPROTECTED-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
4.89
2,014
4
3
NONE
STRAIGHT-GRADE
STATE HWY
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
STOP-SIGN
NO
5.75
2,014
4
5
NONE
STRAIGHT-LEVEL
OTHER
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
STOP-SIGN
NO
9.19
2,014
4
3
NONE
STRAIGHT-OTHER
OTHER
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
4.81
2,014
4
3
NONE
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-UNPROTECTED-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
11.08
2,014
4
4
INTERSECTION
STRAIGHT-LEVEL
OTHER
TWO-WAY-UNPROTECTED-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
SIGNAL
NO
1.07
2,014
4
2
NONE
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-UNPROTECTED-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
14.13
2,014
4
4
NONE
STRAIGHT-LEVEL
OTHER
TWO-WAY-UNPROTECTED-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
4.42
2,014
4
5
NONE
STRAIGHT-LEVEL
OTHER
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
15.39
2,014
4
6
RAMP
STRAIGHT-GRADE
US HWY
ONE-WAY
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
SIGNAL
NO
6.5
2,014
4
1
INTERSECTION
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DARK-LIT
CLEAR
SIGNAL
NO
4.3
2,014
4
5
NONE
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-UNPROTECTED-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
8.29
2,014
4
5
NONE
STRAIGHT-LEVEL
OTHER
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
SIGNAL
NO
4.39
2,014
4
6
NONE
STRAIGHT-LEVEL
OTHER
TWO-WAY-UNPROTECTED-MEDIAN
SMOOTH ASPHALT
DRY
DARK-LIT
CLEAR
NONE
NO
2.51
2,014
4
3
NONE
STRAIGHT-LEVEL
OTHER
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
STOP-SIGN
NO
12.83
2,014
4
5
INTERSECTION
STRAIGHT-LEVEL
OTHER
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DARK-LIT
CLEAR
STOP-SIGN
NO
2.82
2,014
4
3
DRIVEWAY
STRAIGHT-GRADE
OTHER
TWO-WAY-NO-MEDIAN
OTHER
DRY
DAYLIGHT
CLEAR
NONE
NO
2.27
2,014
4
5
NONE
STRAIGHT-LEVEL
OTHER
TWO-WAY-UNPROTECTED-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
12.73
2,014
4
3
INTERSECTION
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-UNPROTECTED-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
SIGNAL
NO
4.78
2,014
4
6
INTERSECTION
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DARK-NOT-LIT
CLEAR
SIGNAL
NO
3.68
2,014
4
3
INTERSECTION
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-UNPROTECTED-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
STOP-SIGN
NO
7.29
2,014
4
5
NONE
STRAIGHT-GRADE
STATE HWY
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
WET
DAYLIGHT
RAIN
NONE
NO
3.82
2,014
4
2
NONE
STRAIGHT-LEVEL
OTHER
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DARK-LIT
CLEAR
NONE
NO
1.92
2,014
4
6
INTERSECTION
STRAIGHT-LEVEL
OTHER
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DARK-LIT
CLEAR
SIGNAL
NO
2.69
2,014
4
1
DRIVEWAY
STRAIGHT-LEVEL
OTHER
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DARK-LIT
CLEAR
NONE
NO
10.86
2,014
4
1
NONE
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-UNPROTECTED-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
SIGNAL
NO
3.53
2,014
4
3
NONE
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
6.57
2,014
4
3
NONE
CURVE-GRADE
STATE HWY
TWO-WAY-UNPROTECTED-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLOUDY
NONE
NO
3.79
2,014
4
6
INTERSECTION
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
WET
DARK-LIT
CLOUDY
SIGNAL
NO
8.25
2,014
4
3
NONE
STRAIGHT-LEVEL
OTHER
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
WET
DAYLIGHT
CLOUDY
NONE
NO
3.98
2,014
4
5
NONE
STRAIGHT-LEVEL
OTHER
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
7.96
2,014
4
5
NONE
STRAIGHT-GRADE
STATE HWY
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLOUDY
STOP-SIGN
NO
8.76
2,014
5
3
DRIVEWAY
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
5.89
2,014
4
5
INTERSECTION
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
3.16
2,014
4
4
INTERSECTION
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
WET
DAYLIGHT
RAIN
SIGNAL
NO
5.86
2,014
5
4
INTERSECTION
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
SIGNAL
NO
6.64
2,014
5
5
INTERSECTION
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-UNPROTECTED-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
SIGNAL
NO
3.75
2,014
5
3
RAMP
CURVE-GRADE
STATE HWY
TWO-WAY-UNPROTECTED-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
YIELD
NO
2.45
2,014
5
5
INTERSECTION
CURVE-LEVEL
OTHER
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
STOP-SIGN
NO
2.72
2,014
5
3
NONE
STRAIGHT-LEVEL
OTHER
ONE-WAY
COARSE ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
7.59
2,014
5
5
NONE
STRAIGHT-LEVEL
OTHER
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
7.01
2,014
5
4
NONE
STRAIGHT-GRADE
STATE HWY
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
SIGNAL
NO
3.96
2,014
5
5
NONE
STRAIGHT-LEVEL
OTHER
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
3.67
2,014
5
4
DRIVEWAY
STRAIGHT-LEVEL
OTHER
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
2.64
2,014
5
3
INTERSECTION
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-UNPROTECTED-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
SIGNAL
NO
3.73
2,014
5
5
DRIVEWAY
STRAIGHT-GRADE
OTHER
ONE-WAY
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
1.01
2,014
5
5
DRIVEWAY
STRAIGHT-LEVEL
OTHER
ONE-WAY
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
4.32
2,014
5
3
INTERSECTION
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-UNPROTECTED-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLOUDY
STOP-SIGN
NO
3.56
2,014
5
4
DRIVEWAY
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
12.38
2,014
5
5
DRIVEWAY
STRAIGHT-LEVEL
OTHER
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
5.62
2,014
5
4
INTERSECTION
CURVE-GRADE
US HWY
ONE-WAY
SMOOTH ASPHALT
DRY
DAYLIGHT
CLOUDY
SIGNAL
NO
9.44
2,014
5
3
NONE
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-NO-MEDIAN
COARSE ASPHALT
DRY
DAYLIGHT
CLEAR
SIGNAL
NO
7.16
2,014
5
4
NONE
STRAIGHT-LEVEL
OTHER
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
6.19
2,014
5
5
NONE
STRAIGHT-GRADE
STATE HWY
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
5.64
2,014
5
1
DRIVEWAY
STRAIGHT-LEVEL
OTHER
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
WET
DARK-LIT
CLOUDY
NONE
NO
12.52
2,014
5
4
NONE
CURVE-OTHER
OTHER
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
6.39
2,014
5
1
NONE
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-UNPROTECTED-MEDIAN
SMOOTH ASPHALT
DRY
DARK-LIT
CLEAR
SIGNAL
NO
7.02
2,014
5
3
INTERSECTION
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-UNPROTECTED-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
STOP-SIGN
NO
7.75
2,014
5
6
INTERSECTION
CURVE-GRADE
STATE HWY
TWO-WAY-UNPROTECTED-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
STOP-SIGN
NO
3.66
2,014
5
5
DRIVEWAY
STRAIGHT-LEVEL
OTHER
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
4.92
2,014
5
4
NONE
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
8.73
2,014
5
4
DRIVEWAY
STRAIGHT-LEVEL
OTHER
TWO-WAY-NO-MEDIAN
COARSE ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
4.31
2,014
5
4
INTERSECTION
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-UNPROTECTED-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
SIGNAL
NO
10.82
2,014
5
1
NONE
CURVE-GRADE
OTHER
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DARK-LIT
CLEAR
NONE
NO
9.81
2,014
5
6
NONE
CURVE-LEVEL
OTHER
TWO-WAY-NO-MEDIAN
COARSE ASPHALT
DRY
DARK-LIT
CLEAR
NONE
NO
11.65
2,014
5
2
INTERSECTION
STRAIGHT-GRADE
STATE HWY
TWO-WAY-UNPROTECTED-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
SIGNAL
NO
6.36
2,014
5
5
NONE
STRAIGHT-LEVEL
US HWY
TWO-WAY-UNPROTECTED-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
SIGNAL
NO
4.65
2,014
5
4
INTERSECTION
STRAIGHT-OTHER
OTHER
TWO-WAY-UNPROTECTED-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
SIGNAL
NO
9.43
2,014
5
2
NONE
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
2.71
2,014
5
6
INTERSECTION
STRAIGHT-LEVEL
OTHER
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
1.8
2,014
5
5
NONE
STRAIGHT-OTHER
OTHER
TWO-WAY-UNPROTECTED-MEDIAN
SMOOTH ASPHALT
WET
DAYLIGHT
RAIN
NONE
NO
3.49
2,014
5
5
NONE
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
WET
DAYLIGHT
RAIN
SIGNAL
NO
3.42
2,014
5
4
NONE
STRAIGHT-GRADE
STATE HWY
TWO-WAY-UNPROTECTED-MEDIAN
SMOOTH ASPHALT
WET
DAYLIGHT
RAIN
NONE
YES
5.11
2,014
5
4
NONE
STRAIGHT-LEVEL
OTHER
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
1.81
2,014
5
4
NONE
STRAIGHT-GRADE
STATE HWY
TWO-WAY-NO-MEDIAN
COARSE ASPHALT
DRY
DAYLIGHT
CLEAR
STOP-SIGN
NO
2.59
2,014
5
3
NONE
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
5.87
2,014
5
3
NONE
CURVE-LEVEL
US HWY
ONE-WAY
SMOOTH ASPHALT
DRY
DAYLIGHT
CLOUDY
SIGNAL
NO
6.52
2,014
5
4
NONE
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
STOP-SIGN
NO
3.31
2,014
5
5
NONE
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
20.78
2,016
9
4
INTERSECTION
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
SIGNAL
NO
6.67
2,016
9
4
NONE
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLOUDY
NONE
NO
8.2
2,016
9
4
NONE
STRAIGHT-LEVEL
OTHER
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
9.1
2,016
9
3
NONE
STRAIGHT-GRADE
OTHER
TWO-WAY-UNPROTECTED-MEDIAN
COARSE ASPHALT
DRY
DUSK
CLEAR
SIGNAL
NO
3.65
2,016
9
4
DRIVEWAY
STRAIGHT-LEVEL
OTHER
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
WET
DAYLIGHT
RAIN
NONE
NO
10.37
2,016
9
4
INTERSECTION
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-UNPROTECTED-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
STOP-SIGN
NO
5.72
2,016
9
6
INTERSECTION
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-UNPROTECTED-MEDIAN
SMOOTH ASPHALT
DRY
DARK-LIT
CLEAR
SIGNAL
NO
10.84
2,016
9
5
NONE
STRAIGHT-LEVEL
STATE HWY
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
NONE
NO
5.73
2,016
9
5
INTERSECTION
STRAIGHT-GRADE
STATE HWY
TWO-WAY-NO-MEDIAN
SMOOTH ASPHALT
DRY
DAYLIGHT
CLEAR
SIGNAL
NO