Datasets:

Mehfooz08
/

insurance-fraud-dataset

months_as_customer int64	age int64	policy_state string	policy_csl string	policy_deductable int64	policy_annual_premium float64	umbrella_limit int64	insured_sex string	insured_education_level string	insured_occupation string	insured_hobbies string	insured_relationship string	capital-gains int64	capital-loss int64	incident_type string	collision_type string	incident_severity string	authorities_contacted string	incident_state string	incident_city string	incident_hour_of_the_day int64	number_of_vehicles_involved int64	property_damage string	bodily_injuries int64	witnesses int64	police_report_available string	total_claim_amount int64	injury_claim int64	property_claim int64	vehicle_claim int64	auto_make string	auto_model string	auto_year int64	fraud_reported int64	days_to_incident int64
328	48	OH	250/500	1,000	1,406.91	0	MALE	MD	craft-repair	sleeping	husband	53,300	0	Single Vehicle Collision	Side Collision	Major Damage	Police	SC	Columbus	5	1	YES	1	2	YES	71,610	6,510	13,020	52,080	Saab	92x	2,004	1	100
228	42	IN	250/500	2,000	1,197.22	5,000,000	MALE	MD	machine-op-inspct	reading	other-relative	0	0	Vehicle Theft	?	Minor Damage	Police	VA	Riverwood	8	1	?	0	0	?	5,070	780	780	3,510	Mercedes	E400	2,007	1	3,130
134	29	OH	100/300	2,000	1,413.14	5,000,000	FEMALE	PhD	sales	board-games	own-child	35,100	0	Multi-vehicle Collision	Rear Collision	Minor Damage	Police	NY	Columbus	7	3	NO	2	3	NO	34,650	7,700	3,850	23,100	Dodge	RAM	2,007	0	5,282
256	41	IL	250/500	2,000	1,415.74	6,000,000	FEMALE	PhD	armed-forces	board-games	unmarried	48,900	-62,400	Single Vehicle Collision	Front Collision	Major Damage	Police	OH	Arlington	5	1	?	1	2	NO	63,400	6,340	6,340	50,720	Chevrolet	Tahoe	2,014	1	8,996
228	44	IL	500/1000	1,000	1,583.91	6,000,000	MALE	Associate	sales	board-games	unmarried	66,000	-46,000	Vehicle Theft	?	Minor Damage	Unknown	NY	Arlington	20	1	NO	0	1	NO	6,500	1,300	650	4,550	Accura	RSX	2,009	0	256
256	39	OH	250/500	1,000	1,351.1	0	FEMALE	PhD	tech-support	bungie-jumping	unmarried	0	0	Multi-vehicle Collision	Rear Collision	Major Damage	Fire	SC	Arlington	19	3	NO	0	2	NO	64,100	6,410	6,410	51,280	Saab	95	2,003	1	3,004
137	34	IN	250/500	1,000	1,333.35	0	MALE	PhD	prof-specialty	board-games	husband	0	-77,000	Multi-vehicle Collision	Front Collision	Minor Damage	Police	NY	Springfield	0	3	?	0	0	?	78,650	21,450	7,150	50,050	Nissan	Pathfinder	2,012	0	5,336
165	37	IL	100/300	1,000	1,137.03	0	MALE	Associate	tech-support	base-jumping	unmarried	0	0	Multi-vehicle Collision	Front Collision	Total Loss	Police	VA	Columbus	23	3	?	2	2	YES	51,590	9,380	9,380	32,830	Audi	A5	2,015	0	9,155
27	33	IL	100/300	500	1,442.99	0	FEMALE	PhD	other-service	golf	own-child	0	0	Single Vehicle Collision	Front Collision	Total Loss	Police	WV	Arlington	21	1	NO	1	1	YES	27,700	2,770	2,770	22,160	Toyota	Camry	2,012	0	6,568
212	42	IL	100/300	500	1,315.68	0	MALE	PhD	priv-house-serv	camping	wife	0	-39,300	Single Vehicle Collision	Rear Collision	Total Loss	Other	NC	Hillsdale	14	1	NO	2	1	?	42,300	4,700	4,700	32,900	Saab	92x	1,996	0	1,260
235	42	OH	100/300	500	1,253.12	4,000,000	FEMALE	Masters	exec-managerial	dancing	other-relative	38,400	0	Single Vehicle Collision	Front Collision	Total Loss	Police	NY	Northbend	22	1	YES	2	2	?	87,010	7,910	15,820	63,280	Ford	F150	2,002	0	4,608
447	61	OH	100/300	2,000	1,137.16	0	FEMALE	High School	exec-managerial	skydiving	other-relative	0	-51,000	Multi-vehicle Collision	Front Collision	Major Damage	Fire	SC	Springfield	21	3	YES	1	2	YES	114,920	17,680	17,680	79,560	Audi	A3	2,006	0	5,741
60	23	OH	500/1000	500	1,215.36	3,000,000	MALE	MD	protective-serv	reading	wife	0	0	Single Vehicle Collision	Rear Collision	Total Loss	Ambulance	SC	Northbend	9	1	YES	1	0	NO	56,520	4,710	9,420	42,390	Saab	95	2,000	0	6,272
121	34	OH	100/300	1,000	936.61	0	FEMALE	MD	armed-forces	bungie-jumping	wife	52,800	-32,800	Parked Car	?	Minor Damage	Unknown	SC	Springfield	5	1	NO	1	1	NO	7,280	1,120	1,120	5,040	Toyota	Highlander	2,010	0	804
180	38	OH	250/500	2,000	1,301.13	0	FEMALE	College	machine-op-inspct	board-games	not-in-family	41,300	-55,500	Single Vehicle Collision	Rear Collision	Total Loss	Police	SC	Springfield	12	1	NO	0	2	YES	46,200	4,200	8,400	33,600	Dodge	Neon	2,003	1	5,862
473	58	IN	100/300	2,000	1,131.4	0	FEMALE	MD	transport-moving	movies	other-relative	55,700	0	Multi-vehicle Collision	Side Collision	Major Damage	Other	WV	Hillsdale	12	4	YES	0	0	NO	63,120	10,520	10,520	42,080	Accura	MDX	1,999	1	8,137
70	26	OH	500/1000	1,000	1,199.44	5,000,000	MALE	College	machine-op-inspct	hiking	own-child	63,600	0	Multi-vehicle Collision	Rear Collision	Major Damage	Other	NY	Riverwood	0	3	?	1	2	YES	52,110	5,790	5,790	40,530	Nissan	Maxima	2,012	0	3,546
140	31	IN	500/1000	500	708.64	6,000,000	MALE	High School	machine-op-inspct	reading	unmarried	53,500	0	Single Vehicle Collision	Side Collision	Total Loss	Police	WV	Northbend	9	1	NO	0	2	YES	77,880	14,160	7,080	56,640	Suburu	Legacy	2,015	0	3,704
160	37	OH	500/1000	500	1,374.22	0	FEMALE	MD	craft-repair	yachting	other-relative	45,500	-37,800	Single Vehicle Collision	Side Collision	Total Loss	Other	NY	Northbrook	19	1	YES	1	0	NO	72,930	6,630	13,260	53,040	Accura	TL	2,015	0	22
196	39	IN	500/1000	2,000	1,475.73	0	FEMALE	High School	handlers-cleaners	camping	own-child	57,000	-27,300	Multi-vehicle Collision	Side Collision	Major Damage	Police	VA	Columbus	8	3	?	2	0	NO	60,400	6,040	6,040	48,320	Nissan	Pathfinder	2,014	0	8,239
460	62	IN	250/500	1,000	1,187.96	4,000,000	MALE	JD	other-service	bungie-jumping	own-child	0	0	Multi-vehicle Collision	Rear Collision	Minor Damage	Police	NY	Columbus	20	3	NO	1	0	?	47,160	0	5,240	41,920	Suburu	Impreza	2,011	0	4,573
217	41	IL	500/1000	2,000	875.15	0	FEMALE	Associate	machine-op-inspct	skydiving	own-child	46,700	0	Multi-vehicle Collision	Side Collision	Total Loss	Police	SC	Arlington	15	3	?	1	2	?	37,840	0	4,730	33,110	Accura	RSX	1,996	0	3,362
370	55	IL	100/300	2,000	972.18	0	MALE	High School	prof-specialty	paintball	other-relative	72,700	-68,200	Multi-vehicle Collision	Rear Collision	Major Damage	Ambulance	SC	Hillsdale	20	3	NO	0	0	YES	71,520	17,880	5,960	47,680	Suburu	Forrestor	2,000	1	7,534
413	55	IN	100/300	2,000	1,268.79	0	MALE	MD	priv-house-serv	chess	own-child	0	-31,000	Single Vehicle Collision	Front Collision	Total Loss	Ambulance	WV	Northbend	15	1	?	2	2	?	98,160	8,180	16,360	73,620	Dodge	RAM	2,011	1	8,746
237	40	IN	100/300	1,000	883.31	0	MALE	College	craft-repair	kayaking	husband	0	-53,500	Single Vehicle Collision	Rear Collision	Minor Damage	Other	VA	Riverwood	6	1	NO	1	3	NO	77,880	7,080	14,160	56,640	Ford	Escape	2,005	0	6,962
8	35	OH	100/300	2,000	1,266.92	0	MALE	Masters	sales	polo	own-child	0	0	Multi-vehicle Collision	Rear Collision	Major Damage	Other	OH	Arlington	16	3	NO	1	3	YES	71,500	16,500	11,000	44,000	Ford	Escape	2,006	1	400
257	43	IN	100/300	2,000	1,322.1	0	MALE	High School	prof-specialty	golf	own-child	0	-29,200	Parked Car	?	Minor Damage	Police	PA	Arlington	4	1	YES	1	3	YES	9,020	1,640	820	6,560	Toyota	Camry	2,005	0	8,896
202	34	IN	100/300	500	848.07	3,000,000	MALE	JD	exec-managerial	chess	not-in-family	31,000	-30,200	Vehicle Theft	?	Minor Damage	Unknown	VA	Northbrook	5	1	YES	2	1	?	5,720	1,040	520	4,160	Suburu	Forrestor	2,003	1	4,556
224	40	OH	100/300	2,000	1,291.7	0	FEMALE	JD	sales	kayaking	not-in-family	0	-55,600	Single Vehicle Collision	Side Collision	Minor Damage	Other	SC	Northbend	21	1	NO	1	0	YES	69,840	7,760	15,520	46,560	Dodge	Neon	2,009	0	9,100
241	45	IL	500/1000	2,000	1,104.5	0	FEMALE	PhD	machine-op-inspct	basketball	unmarried	0	0	Single Vehicle Collision	Rear Collision	Minor Damage	Police	SC	Northbrook	5	1	NO	2	2	NO	91,650	14,100	14,100	63,450	Accura	TL	2,011	0	348
64	25	IL	250/500	1,000	954.16	0	MALE	Masters	prof-specialty	video-games	husband	53,200	0	Multi-vehicle Collision	Side Collision	Major Damage	Ambulance	SC	Columbus	22	4	NO	0	0	?	75,600	12,600	12,600	50,400	Toyota	Corolla	2,005	0	5,448
166	37	IL	100/300	2,000	1,337.28	8,000,000	MALE	JD	craft-repair	reading	husband	27,500	0	Multi-vehicle Collision	Side Collision	Major Damage	Police	WV	Riverwood	10	3	NO	2	2	?	67,140	7,460	7,460	52,220	Ford	F150	2,006	1	2,445
155	35	IL	500/1000	1,000	1,088.34	0	FEMALE	Associate	adm-clerical	yachting	other-relative	81,100	0	Multi-vehicle Collision	Front Collision	Total Loss	Police	NY	Arlington	16	3	YES	2	3	NO	29,790	3,310	3,310	23,170	BMW	3 Series	2,008	0	4,225
114	30	IL	100/300	1,000	1,558.29	0	MALE	High School	farming-fishing	video-games	wife	51,400	-64,000	Multi-vehicle Collision	Front Collision	Major Damage	Ambulance	NY	Hillsdale	1	3	NO	1	2	?	77,110	14,020	14,020	49,070	Suburu	Impreza	2,015	0	8,315
149	37	IL	500/1000	500	1,415.68	0	MALE	PhD	prof-specialty	yachting	own-child	0	0	Single Vehicle Collision	Side Collision	Total Loss	Fire	WV	Hillsdale	17	1	YES	0	1	YES	64,800	10,800	5,400	48,600	Audi	A3	1,999	0	8,796
147	33	OH	100/300	1,000	1,334.15	6,000,000	MALE	High School	craft-repair	reading	not-in-family	53,300	-49,200	Single Vehicle Collision	Front Collision	Major Damage	Other	WV	Springfield	15	1	YES	2	0	YES	53,100	10,620	5,310	37,170	Mercedes	C300	1,995	1	1,630
62	28	IL	100/300	1,000	988.45	0	FEMALE	Masters	protective-serv	camping	unmarried	0	0	Single Vehicle Collision	Rear Collision	Total Loss	Police	NY	Northbrook	3	1	?	1	1	YES	60,200	6,020	6,020	48,160	Suburu	Forrestor	2,004	1	4,324
289	49	IL	500/1000	2,000	1,222.48	0	FEMALE	JD	priv-house-serv	golf	unmarried	0	0	Parked Car	?	Minor Damage	Unknown	WV	Arlington	16	1	NO	1	1	YES	5,330	1,230	820	3,280	Suburu	Legacy	2,001	0	8,019
431	54	IN	500/1000	2,000	1,155.55	0	FEMALE	MD	craft-repair	bungie-jumping	unmarried	65,700	0	Multi-vehicle Collision	Rear Collision	Major Damage	Police	NY	Hillsdale	4	3	?	2	0	?	62,300	12,460	6,230	43,610	Jeep	Wrangler	2,007	0	4,440
199	37	IN	250/500	500	1,262.08	0	MALE	JD	tech-support	video-games	wife	48,500	0	Single Vehicle Collision	Front Collision	Major Damage	Ambulance	NC	Columbus	4	1	?	0	3	NO	60,170	10,940	10,940	38,290	Nissan	Pathfinder	2,011	1	6,374
79	26	IL	100/300	500	1,451.62	0	MALE	Associate	tech-support	kayaking	not-in-family	0	-55,700	Single Vehicle Collision	Rear Collision	Minor Damage	Ambulance	WV	Columbus	19	1	NO	2	2	?	40,000	8,000	4,000	28,000	BMW	M5	2,010	0	7,180
116	34	IN	250/500	500	1,737.66	0	MALE	Associate	transport-moving	chess	unmarried	0	-24,100	Single Vehicle Collision	Side Collision	Major Damage	Police	WV	Northbrook	1	1	?	1	1	?	97,080	16,180	16,180	64,720	BMW	X5	2,001	1	854
37	23	IL	500/1000	500	1,475.93	0	FEMALE	College	prof-specialty	hiking	husband	0	-67,400	Multi-vehicle Collision	Side Collision	Minor Damage	Other	SC	Springfield	17	3	YES	1	0	NO	51,660	5,740	5,740	40,180	Dodge	RAM	2,010	0	3,183
106	30	OH	250/500	500	538.17	0	FEMALE	PhD	transport-moving	reading	own-child	49,700	-60,200	Single Vehicle Collision	Rear Collision	Total Loss	Other	NC	Arlington	23	1	NO	2	2	NO	51,120	5,680	5,680	39,760	Mercedes	E400	2,005	0	4,321
269	44	IL	100/300	2,000	1,081.08	0	MALE	JD	priv-house-serv	reading	unmarried	36,400	-28,700	Single Vehicle Collision	Front Collision	Minor Damage	Other	SC	Springfield	14	1	YES	0	2	?	56,400	11,280	11,280	33,840	Toyota	Highlander	2,014	0	2,628
265	40	IL	250/500	1,000	1,454.43	0	FEMALE	MD	protective-serv	yachting	husband	0	0	Multi-vehicle Collision	Rear Collision	Total Loss	Other	NY	Arlington	17	3	NO	2	3	?	55,120	6,890	0	48,230	Accura	MDX	2,002	0	3,106
163	33	IN	100/300	500	1,240.47	0	FEMALE	Associate	other-service	polo	husband	35,300	0	Multi-vehicle Collision	Rear Collision	Total Loss	Fire	NC	Northbend	11	3	YES	1	1	?	77,110	0	14,020	63,090	Honda	Civic	2,014	0	9,172
355	47	OH	500/1000	2,000	1,273.7	4,000,000	MALE	College	other-service	kayaking	husband	0	0	Multi-vehicle Collision	Front Collision	Major Damage	Fire	WV	Arlington	19	3	NO	2	1	NO	62,800	6,280	6,280	50,240	Audi	A3	2,003	1	9,064
175	34	IN	500/1000	1,000	1,123.87	8,000,000	FEMALE	PhD	protective-serv	dancing	other-relative	0	0	Vehicle Theft	?	Trivial Damage	Police	NY	Arlington	5	1	?	2	0	YES	7,290	810	810	5,670	Volkswagen	Passat	1,995	0	2,607
192	35	IL	100/300	1,000	1,245.89	0	FEMALE	Masters	exec-managerial	movies	wife	0	-40,300	Single Vehicle Collision	Rear Collision	Total Loss	Other	WV	Springfield	19	1	NO	0	0	?	76,600	15,320	7,660	53,620	Mercedes	C300	2,000	0	6,506
430	59	OH	250/500	2,000	1,326.62	7,000,000	MALE	MD	other-service	bungie-jumping	own-child	0	0	Multi-vehicle Collision	Front Collision	Minor Damage	Fire	NY	Riverwood	19	3	?	0	3	YES	81,800	16,360	8,180	57,260	Nissan	Pathfinder	1,998	0	4,011
91	27	IL	100/300	2,000	1,073.83	0	FEMALE	JD	farming-fishing	polo	husband	0	0	Vehicle Theft	?	Trivial Damage	Unknown	NY	Arlington	4	1	?	1	2	?	7,260	1,320	660	5,280	BMW	M5	2,008	0	7,455
217	39	IN	100/300	1,000	1,530.52	0	MALE	College	armed-forces	basketball	not-in-family	0	0	Vehicle Theft	?	Minor Damage	Unknown	WV	Northbend	8	1	?	2	1	YES	4,300	430	430	3,440	Toyota	Corolla	2,000	0	4,648
223	40	IN	100/300	500	1,201.41	0	FEMALE	JD	priv-house-serv	movies	husband	88,400	-46,500	Multi-vehicle Collision	Side Collision	Major Damage	Police	NC	Columbus	7	3	YES	1	0	?	70,510	12,820	12,820	44,870	Suburu	Forrestor	1,999	0	7,579
195	39	OH	250/500	1,000	1,393.57	0	MALE	PhD	machine-op-inspct	movies	not-in-family	47,600	-39,600	Parked Car	?	Minor Damage	Police	VA	Northbend	5	1	NO	0	1	YES	2,640	480	480	1,680	Ford	F150	2,009	0	194
22	26	OH	100/300	1,000	1,276.57	0	MALE	PhD	craft-repair	skydiving	not-in-family	71,500	0	Single Vehicle Collision	Rear Collision	Minor Damage	Fire	NY	Arlington	3	1	YES	1	2	NO	78,900	15,780	7,890	55,230	Chevrolet	Silverado	1,995	0	2,705
439	56	IN	250/500	500	1,082.49	0	FEMALE	PhD	prof-specialty	chess	unmarried	36,100	-55,000	Multi-vehicle Collision	Front Collision	Major Damage	Fire	SC	Columbus	12	3	?	2	3	?	56,430	0	6,270	50,160	Honda	CRV	2,014	0	2,291
94	32	IN	500/1000	1,000	1,414.74	0	FEMALE	Masters	adm-clerical	hiking	own-child	0	0	Parked Car	?	Minor Damage	Unknown	VA	Riverwood	19	1	NO	1	3	NO	2,400	300	300	1,800	Chevrolet	Silverado	2,014	0	7,067
11	39	IL	250/500	2,000	1,470.06	0	MALE	PhD	other-service	yachting	husband	56,600	-45,800	Single Vehicle Collision	Front Collision	Total Loss	Ambulance	WV	Riverwood	22	1	YES	0	1	NO	65,790	7,310	7,310	51,170	Saab	93	2,007	0	7,903
151	36	OH	250/500	2,000	870.63	0	FEMALE	MD	adm-clerical	kayaking	own-child	94,800	-58,500	Multi-vehicle Collision	Side Collision	Minor Damage	Police	VA	Hillsdale	12	3	NO	1	1	NO	62,920	11,440	5,720	45,760	Ford	Escape	2,000	0	3,601
154	34	IN	100/300	500	795.23	0	MALE	PhD	machine-op-inspct	base-jumping	other-relative	36,900	0	Multi-vehicle Collision	Rear Collision	Major Damage	Police	NY	Springfield	15	3	YES	2	1	?	69,480	15,440	0	54,040	Nissan	Maxima	2,014	1	9,096
245	44	IL	500/1000	1,000	1,168.2	0	MALE	JD	handlers-cleaners	basketball	husband	69,100	0	Multi-vehicle Collision	Side Collision	Total Loss	Other	OH	Springfield	23	3	NO	0	3	NO	44,280	7,380	3,690	33,210	Honda	Accord	1,997	0	7,804
119	32	IL	500/1000	1,000	993.51	0	MALE	High School	armed-forces	bungie-jumping	unmarried	0	-49,500	Single Vehicle Collision	Side Collision	Minor Damage	Other	WV	Hillsdale	12	1	NO	0	3	YES	56,300	5,630	11,260	39,410	BMW	M5	2,011	0	216
215	42	OH	500/1000	500	1,848.81	0	MALE	JD	transport-moving	video-games	own-child	0	-49,000	Multi-vehicle Collision	Front Collision	Major Damage	Fire	WV	Northbend	20	3	YES	2	2	YES	68,520	11,420	5,710	51,390	Suburu	Legacy	2,003	1	2,292
295	42	OH	250/500	2,000	1,641.73	5,000,000	MALE	PhD	sales	chess	not-in-family	62,400	0	Multi-vehicle Collision	Rear Collision	Total Loss	Fire	VA	Riverwood	16	3	NO	0	0	NO	59,130	6,570	6,570	45,990	Ford	Escape	2,006	1	2,828
254	39	IN	100/300	500	1,362.87	0	FEMALE	MD	exec-managerial	chess	other-relative	35,700	0	Multi-vehicle Collision	Front Collision	Minor Damage	Ambulance	NY	Arlington	6	3	YES	2	2	NO	82,320	13,720	6,860	61,740	Dodge	Neon	1,995	1	7,741
107	31	IN	250/500	500	1,239.22	7,000,000	FEMALE	High School	tech-support	paintball	not-in-family	43,400	-91,200	Single Vehicle Collision	Side Collision	Minor Damage	Fire	SC	Springfield	12	1	YES	0	1	NO	89,700	13,800	13,800	62,100	Audi	A5	2,009	1	1,262
478	64	OH	250/500	500	835.02	0	FEMALE	Associate	adm-clerical	reading	unmarried	59,600	0	Multi-vehicle Collision	Side Collision	Minor Damage	Fire	WV	Hillsdale	17	3	NO	1	1	NO	33,930	0	3,770	30,160	BMW	X6	1,998	0	8,932
128	30	OH	100/300	1,000	1,061.33	0	MALE	MD	machine-op-inspct	movies	own-child	43,300	-66,200	Single Vehicle Collision	Front Collision	Major Damage	Ambulance	WV	Northbrook	8	1	NO	0	3	NO	68,530	12,460	6,230	49,840	Audi	A5	1,997	0	7,638
338	49	IN	500/1000	1,000	1,279.08	0	MALE	MD	other-service	kayaking	own-child	0	-51,500	Parked Car	?	Minor Damage	Unknown	NC	Riverwood	13	1	NO	0	1	?	4,300	860	860	2,580	Ford	F150	2,004	0	7,675
271	42	OH	100/300	500	1,105.49	0	FEMALE	Associate	prof-specialty	sleeping	own-child	56,200	-50,000	Multi-vehicle Collision	Side Collision	Major Damage	Other	SC	Hillsdale	12	2	?	2	3	?	68,310	12,420	6,210	49,680	Audi	A3	2,003	1	1,285
222	41	OH	100/300	2,000	1,055.53	0	FEMALE	MD	armed-forces	cross-fit	not-in-family	37,800	-50,300	Single Vehicle Collision	Front Collision	Total Loss	Other	WV	Northbrook	7	1	NO	0	2	NO	61,290	6,810	6,810	47,670	Honda	Civic	1,995	1	5,933
199	41	OH	250/500	1,000	895.83	0	FEMALE	Associate	sales	paintball	husband	0	0	Single Vehicle Collision	Rear Collision	Minor Damage	Ambulance	NC	Arlington	10	1	NO	1	2	NO	30,100	3,010	0	27,090	Chevrolet	Malibu	1,999	0	7,009
215	37	IN	100/300	500	1,632.93	0	FEMALE	College	transport-moving	golf	not-in-family	0	-42,900	Multi-vehicle Collision	Rear Collision	Minor Damage	Fire	SC	Riverwood	7	3	NO	2	0	YES	57,120	9,520	4,760	42,840	Mercedes	C300	2,002	0	4,440
192	40	IL	100/300	1,000	1,405.99	0	FEMALE	Associate	sales	yachting	wife	0	0	Multi-vehicle Collision	Side Collision	Minor Damage	Ambulance	VA	Springfield	18	3	YES	1	0	YES	42,930	9,540	4,770	28,620	BMW	X6	2,005	0	3,972
120	35	OH	100/300	1,000	1,425.54	0	FEMALE	High School	transport-moving	bungie-jumping	other-relative	78,300	0	Multi-vehicle Collision	Front Collision	Total Loss	Ambulance	SC	Riverwood	22	3	NO	2	0	NO	51,210	11,380	5,690	34,140	Ford	Fusion	2,010	0	5,095
270	45	OH	500/1000	1,000	1,038.09	0	FEMALE	College	handlers-cleaners	golf	husband	0	-19,700	Multi-vehicle Collision	Front Collision	Minor Damage	Fire	NY	Springfield	18	3	NO	1	1	YES	89,400	14,900	7,450	67,050	Suburu	Legacy	1,998	0	1,828
319	47	IN	250/500	500	1,307.11	0	MALE	College	transport-moving	dancing	not-in-family	0	0	Multi-vehicle Collision	Front Collision	Total Loss	Police	WV	Northbrook	22	3	NO	0	2	?	59,730	10,860	10,860	38,010	Audi	A3	2,005	0	8,344
194	39	OH	500/1000	1,000	1,489.24	6,000,000	FEMALE	JD	other-service	kayaking	wife	0	-45,000	Vehicle Theft	?	Minor Damage	Unknown	SC	Springfield	15	1	YES	2	2	YES	8,060	1,240	1,240	5,580	Saab	95	2,004	0	1,709
227	38	OH	500/1000	500	976.67	0	FEMALE	PhD	handlers-cleaners	polo	unmarried	0	0	Single Vehicle Collision	Rear Collision	Major Damage	Fire	SC	Northbrook	16	1	?	1	2	?	72,200	14,440	7,220	50,540	BMW	M5	2,013	1	451
137	31	OH	250/500	2,000	1,340.43	0	MALE	High School	exec-managerial	paintball	husband	52,700	-40,600	Multi-vehicle Collision	Side Collision	Minor Damage	Ambulance	NC	Arlington	6	3	NO	1	2	NO	50,800	10,160	10,160	30,480	Accura	MDX	2,005	0	7,435
244	40	OH	500/1000	2,000	1,267.81	5,000,000	FEMALE	Masters	exec-managerial	video-games	wife	0	0	Vehicle Theft	?	Trivial Damage	Unknown	NC	Northbrook	10	1	?	2	1	?	6,600	660	1,320	4,620	Accura	TL	2,005	0	6,392
78	29	IL	250/500	1,000	1,234.2	6,000,000	MALE	Masters	other-service	bungie-jumping	other-relative	0	0	Vehicle Theft	?	Minor Damage	Police	NY	Northbrook	3	1	YES	2	2	NO	7,500	750	1,500	5,250	Nissan	Maxima	2,002	0	1,444
200	35	IN	250/500	2,000	1,318.06	0	MALE	High School	exec-managerial	video-games	wife	57,300	-80,600	Vehicle Theft	?	Trivial Damage	Unknown	VA	Hillsdale	13	1	NO	0	3	YES	6,490	1,180	1,180	4,130	Volkswagen	Jetta	2,002	0	7,456
284	48	IN	500/1000	2,000	769.95	0	MALE	Masters	prof-specialty	movies	not-in-family	0	-44,200	Multi-vehicle Collision	Side Collision	Major Damage	Ambulance	NY	Hillsdale	16	2	?	2	3	NO	60,940	5,540	11,080	44,320	Audi	A3	2,013	1	6,458
275	41	OH	100/300	2,000	1,514.72	0	MALE	High School	transport-moving	board-games	own-child	35,700	0	Multi-vehicle Collision	Front Collision	Major Damage	Fire	NY	Northbrook	13	3	YES	0	1	?	58,300	5,830	11,660	40,810	Suburu	Legacy	2,007	0	6,673
153	34	IL	500/1000	1,000	873.64	4,000,000	FEMALE	Associate	priv-house-serv	yachting	husband	800	0	Multi-vehicle Collision	Front Collision	Minor Damage	Other	SC	Columbus	9	3	NO	2	1	?	68,400	11,400	11,400	45,600	Ford	F150	2,007	0	3,254
134	32	IL	500/1000	500	1,612.43	0	FEMALE	MD	other-service	yachting	own-child	36,400	0	Single Vehicle Collision	Side Collision	Total Loss	Fire	VA	Springfield	2	1	?	2	1	YES	64,240	11,680	11,680	40,880	BMW	3 Series	2,015	0	8,772
31	36	IL	500/1000	2,000	1,318.24	9,000,000	FEMALE	College	prof-specialty	kayaking	not-in-family	0	-78,600	Parked Car	?	Trivial Damage	Unknown	WV	Arlington	9	1	NO	0	1	YES	4,700	940	470	3,290	Dodge	Neon	2,002	0	5,647
41	25	IN	100/300	1,000	1,226.83	0	FEMALE	College	exec-managerial	exercise	not-in-family	0	-56,100	Multi-vehicle Collision	Side Collision	Major Damage	Other	SC	Columbus	12	3	YES	2	0	?	45,120	0	5,640	39,480	Accura	MDX	2,011	1	8,393
127	29	OH	250/500	2,000	1,326.44	5,000,000	FEMALE	High School	sales	board-games	own-child	0	0	Multi-vehicle Collision	Front Collision	Total Loss	Fire	SC	Arlington	12	2	YES	1	1	?	66,950	10,300	10,300	46,350	Saab	93	1,995	0	5,558
61	23	IL	250/500	2,000	1,136.83	4,000,000	FEMALE	Associate	tech-support	exercise	own-child	0	-62,400	Single Vehicle Collision	Side Collision	Major Damage	Police	NY	Columbus	14	1	NO	0	3	?	98,340	8,940	17,880	71,520	Honda	Accord	2,004	1	7,911
207	42	IL	250/500	2,000	1,322.78	0	MALE	PhD	farming-fishing	yachting	own-child	55,200	0	Parked Car	?	Trivial Damage	Unknown	WV	Springfield	9	1	NO	0	1	NO	5,900	590	590	4,720	BMW	X5	2,007	0	5,261
219	43	IN	100/300	1,000	1,483.25	0	FEMALE	MD	exec-managerial	exercise	not-in-family	90,700	-20,800	Multi-vehicle Collision	Front Collision	Major Damage	Ambulance	NC	Riverwood	3	3	NO	1	1	?	70,680	5,890	11,780	53,010	Ford	Fusion	2,009	0	1,503
271	42	IL	100/300	500	1,515.3	0	FEMALE	High School	machine-op-inspct	hiking	not-in-family	0	0	Multi-vehicle Collision	Rear Collision	Total Loss	Ambulance	SC	Northbend	21	3	NO	1	0	NO	93,720	17,040	8,520	68,160	Mercedes	ML350	2,005	0	9,074
80	25	IL	100/300	2,000	1,075.18	5,000,000	FEMALE	PhD	armed-forces	exercise	husband	67,700	-58,400	Vehicle Theft	?	Minor Damage	Unknown	OH	Northbrook	5	1	NO	2	0	YES	6,930	1,260	630	5,040	Toyota	Highlander	2,001	0	1,087
325	47	IN	500/1000	1,000	1,690.27	0	FEMALE	Associate	protective-serv	hiking	not-in-family	61,500	0	Single Vehicle Collision	Side Collision	Major Damage	Fire	VA	Springfield	11	1	YES	0	3	NO	72,930	6,630	6,630	59,670	Dodge	RAM	2,006	1	3,265
29	25	IL	250/500	2,000	1,352.83	0	MALE	Masters	farming-fishing	skydiving	own-child	0	-71,700	Multi-vehicle Collision	Rear Collision	Minor Damage	Other	SC	Hillsdale	4	4	YES	1	2	YES	64,890	7,210	7,210	50,470	Nissan	Pathfinder	2,013	1	82
295	48	OH	250/500	1,000	1,148.73	0	FEMALE	College	machine-op-inspct	kayaking	wife	0	0	Parked Car	?	Trivial Damage	Unknown	WV	Columbus	6	1	?	1	2	YES	5,400	900	900	3,600	Saab	95	1,999	0	2,076
239	42	IL	100/300	1,000	969.5	0	MALE	College	exec-managerial	reading	not-in-family	0	0	Vehicle Theft	?	Trivial Damage	Unknown	NC	Northbrook	10	1	NO	0	0	?	5,600	700	700	4,200	Audi	A3	2,007	0	5,607

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