Split (1)

train · 414k rows

road_type stringclasses 3 values	num_lanes int64 1 4	curvature float64 0 1	speed_limit int64 25 70	lighting stringclasses 3 values	weather stringclasses 3 values	road_signs_present bool 2 classes	public_road bool 2 classes	time_of_day stringclasses 3 values	holiday bool 2 classes	school_season bool 2 classes	num_reported_accidents int64 0 7	accident_risk float64 0 1
highway	4	0.14	45	dim	clear	false	false	evening	true	true	2	0.08
rural	4	0.66	35	dim	rainy	false	false	evening	false	false	0	0.28
urban	2	0.43	70	dim	rainy	true	true	morning	false	true	0	0.41
urban	3	0.02	45	daylight	foggy	false	false	evening	false	false	1	0.05
highway	1	0.5	45	daylight	rainy	true	true	afternoon	true	false	0	0.27
rural	1	0.74	25	dim	clear	true	true	afternoon	false	true	0	0.29
urban	3	0.55	25	night	clear	false	false	morning	true	false	0	0.37
rural	3	0.1	45	daylight	rainy	false	false	evening	false	false	0	0.14
highway	4	0.12	25	dim	clear	false	false	morning	true	true	0	0.06
rural	4	0.25	45	daylight	rainy	true	false	afternoon	true	false	0	0.12
urban	2	0.08	60	daylight	rainy	true	true	evening	false	true	0	0.2
highway	2	0.85	45	night	rainy	true	false	afternoon	true	true	2	0.53
highway	1	0.82	45	dim	clear	false	false	afternoon	false	false	1	0.31
highway	3	0.99	25	daylight	foggy	true	true	afternoon	true	false	0	0.33
highway	3	0.49	70	daylight	rainy	true	false	evening	false	false	2	0.44
rural	4	0.29	60	night	foggy	true	false	afternoon	true	true	1	0.68
highway	1	0.74	45	dim	rainy	false	false	morning	true	true	0	0.33
urban	2	0.53	70	dim	foggy	false	true	evening	false	true	3	0.61
highway	1	0.66	60	daylight	clear	true	false	morning	true	false	1	0.39
highway	4	0.72	45	night	rainy	true	true	morning	true	false	3	0.64
urban	3	0.27	45	night	foggy	true	true	evening	true	true	2	0.47
highway	3	0.96	70	daylight	clear	true	true	evening	true	false	0	0.48
rural	1	0.78	70	dim	clear	true	true	morning	true	false	1	0.37
urban	3	0.43	70	daylight	rainy	false	true	afternoon	false	false	1	0.39
urban	1	0.63	70	dim	foggy	false	true	morning	false	false	3	0.57
urban	4	0.46	60	daylight	clear	false	true	afternoon	false	false	1	0.3
urban	3	0.34	60	daylight	rainy	false	true	afternoon	true	true	2	0.34
rural	1	0.56	35	daylight	clear	false	false	morning	true	false	0	0.17
highway	4	0.65	35	daylight	rainy	true	true	evening	false	true	0	0.29
urban	1	0.97	45	dim	clear	false	true	afternoon	false	false	2	0.4
urban	3	0.33	70	daylight	rainy	false	false	afternoon	false	true	2	0.47
rural	3	0.75	60	daylight	clear	false	false	evening	false	false	2	0.42
highway	2	0.46	45	dim	clear	true	true	afternoon	false	false	2	0.15
urban	4	0.35	25	dim	foggy	false	false	evening	false	true	1	0.22
urban	1	0.68	60	dim	rainy	true	true	evening	false	true	0	0.52
rural	2	0.36	70	dim	foggy	false	true	afternoon	false	false	0	0.44
rural	1	0.68	35	daylight	rainy	true	true	afternoon	false	false	1	0.31
rural	1	0.17	25	dim	clear	false	false	evening	false	false	0	0.06
rural	1	0.19	70	daylight	clear	true	true	morning	false	true	2	0.25
highway	3	0.12	70	daylight	rainy	true	true	afternoon	false	false	1	0.32
rural	2	0.18	60	night	clear	false	false	morning	false	true	2	0.58
rural	1	0.12	70	daylight	foggy	true	false	morning	false	true	0	0.36
rural	1	0.34	70	daylight	rainy	false	true	afternoon	false	true	1	0.39
highway	1	0.35	45	dim	foggy	true	false	morning	false	false	2	0.19
rural	4	0.06	45	dim	rainy	false	true	evening	true	true	0	0.09
urban	4	0.36	35	night	clear	false	true	afternoon	false	true	2	0.34
rural	1	0.06	60	dim	foggy	false	true	afternoon	true	false	0	0.32
urban	4	0.1	35	dim	clear	true	false	afternoon	true	false	0	0.07
highway	4	0.7	60	daylight	clear	true	true	evening	false	true	1	0.46
urban	1	0.18	25	night	foggy	false	true	morning	false	true	1	0.4
highway	3	0.78	60	dim	foggy	true	true	morning	true	false	2	0.47
highway	4	0.47	25	dim	rainy	true	true	evening	false	true	1	0.25
urban	4	0.76	45	dim	rainy	false	false	morning	false	true	3	0.45
highway	3	0.62	25	dim	clear	false	true	afternoon	false	true	0	0.24
urban	1	0.72	25	night	rainy	false	true	afternoon	false	false	3	0.64
urban	3	0.8	45	night	foggy	true	false	afternoon	true	true	2	0.54
highway	3	0.67	70	dim	foggy	false	false	evening	false	false	2	0.42
rural	3	0.49	35	dim	rainy	false	false	afternoon	true	false	2	0.25
urban	3	0.86	60	daylight	foggy	false	false	morning	true	false	1	0.5
urban	4	0.84	45	night	foggy	false	true	evening	true	false	3	0.62
rural	2	0.51	45	daylight	clear	true	false	evening	false	true	1	0.08
urban	4	0.38	25	dim	clear	false	true	evening	true	false	2	0.16
rural	1	0.62	35	night	rainy	false	true	morning	false	true	1	0.45
highway	2	0.43	60	daylight	foggy	false	false	afternoon	true	true	1	0.38
rural	2	0.2967	25	daylight	foggy	true	false	morning	false	false	1	0.23
rural	3	0.39	35	night	foggy	false	true	evening	true	false	0	0.48
highway	1	0.04	45	dim	foggy	true	false	afternoon	false	false	1	0.09
rural	2	0.84	35	night	clear	false	true	morning	true	true	2	0.54
urban	1	0.63	45	daylight	rainy	false	true	evening	true	false	2	0.31
highway	2	0.56	60	daylight	foggy	true	false	evening	true	false	1	0.52
rural	1	0.16	60	night	clear	false	true	afternoon	false	true	0	0.39
rural	3	0.67	25	dim	foggy	false	true	morning	false	true	2	0.21
highway	1	0.26	70	daylight	clear	true	false	morning	false	false	2	0.25
urban	4	0.03	60	daylight	foggy	false	true	afternoon	false	false	1	0.27
highway	1	0.86	45	dim	clear	true	true	afternoon	false	true	1	0.33
urban	1	0.06	25	dim	clear	true	false	evening	false	false	1	0.09
rural	3	0.17	60	daylight	clear	true	false	afternoon	false	true	1	0.25
urban	4	0.88	35	dim	clear	false	true	afternoon	true	false	1	0.29
rural	2	0.69	45	dim	foggy	true	false	morning	false	false	1	0.27
rural	1	0.86	60	daylight	foggy	false	true	evening	false	false	0	0.58
highway	3	0.55	45	dim	foggy	false	false	afternoon	false	false	1	0.34
urban	2	0.46	45	dim	clear	true	true	morning	false	false	1	0.15
urban	4	0.15	35	dim	foggy	true	true	afternoon	false	true	1	0.22
urban	4	0.4	25	daylight	rainy	true	true	morning	true	true	2	0.23
highway	1	0.87	60	daylight	clear	false	false	afternoon	true	false	1	0.38
urban	2	0.81	45	dim	foggy	false	false	morning	false	false	3	0.42
rural	4	0.58	35	night	rainy	false	true	morning	true	true	2	0.46
urban	1	0.19	60	night	clear	true	false	afternoon	false	true	1	0.39
highway	1	0.96	60	night	clear	false	true	morning	true	false	0	0.66
rural	2	0.44	60	dim	foggy	false	true	afternoon	true	true	1	0.44
urban	4	0.57	45	daylight	foggy	true	false	afternoon	false	false	3	0.38
urban	4	0.86	70	dim	rainy	true	true	morning	true	true	3	0.62
rural	3	0.01	60	dim	rainy	true	true	evening	false	false	1	0.2
rural	3	0.55	45	night	clear	true	true	morning	true	true	0	0.39
rural	3	0.24	25	dim	rainy	false	false	evening	false	true	2	0.27
rural	3	0.77	60	daylight	foggy	false	true	afternoon	true	true	2	0.58
urban	4	0.27	35	daylight	rainy	false	false	afternoon	false	true	2	0.13
urban	4	0.37	60	dim	foggy	true	false	morning	false	false	1	0.39
rural	3	0.94	70	dim	clear	false	false	evening	true	true	1	0.48
rural	1	0.88	60	daylight	clear	false	true	morning	true	true	0	0.43

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