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symboling	normalized-losses	make	fuel-type	aspiration	num-of-doors	body-style	drive-wheels	engine-location	wheel-base	length	width	height	curb-weight	engine-type	num-of-cylinders	engine-size	fuel-system	bore	stroke	compression-ratio	horsepower	peak-rpm	city-mpg	highway-mpg	price 
d	c	d	d	d	d	d	d	d	c	c	c	c	c	d	d	c	d	c	c	c	c	c	c	c	c
																									class
3	?	alfa-romero	gas	std	two	convertible	rwd	front	88.60	168.80	64.10	48.80	2548	dohc	four	130	mpfi	3.47	2.68	9.00	111	5000	21	27	13495
3	?	alfa-romero	gas	std	two	convertible	rwd	front	88.60	168.80	64.10	48.80	2548	dohc	four	130	mpfi	3.47	2.68	9.00	111	5000	21	27	16500
1	?	alfa-romero	gas	std	two	hatchback	rwd	front	94.50	171.20	65.50	52.40	2823	ohcv	six	152	mpfi	2.68	3.47	9.00	154	5000	19	26	16500
2	164	audi	gas	std	four	sedan	fwd	front	99.80	176.60	66.20	54.30	2337	ohc	four	109	mpfi	3.19	3.40	10.00	102	5500	24	30	13950
2	164	audi	gas	std	four	sedan	4wd	front	99.40	176.60	66.40	54.30	2824	ohc	five	136	mpfi	3.19	3.40	8.00	115	5500	18	22	17450
2	?	audi	gas	std	two	sedan	fwd	front	99.80	177.30	66.30	53.10	2507	ohc	five	136	mpfi	3.19	3.40	8.50	110	5500	19	25	15250
1	158	audi	gas	std	four	sedan	fwd	front	105.80	192.70	71.40	55.70	2844	ohc	five	136	mpfi	3.19	3.40	8.50	110	5500	19	25	17710
1	?	audi	gas	std	four	wagon	fwd	front	105.80	192.70	71.40	55.70	2954	ohc	five	136	mpfi	3.19	3.40	8.50	110	5500	19	25	18920
1	158	audi	gas	turbo	four	sedan	fwd	front	105.80	192.70	71.40	55.90	3086	ohc	five	131	mpfi	3.13	3.40	8.30	140	5500	17	20	23875
0	?	audi	gas	turbo	two	hatchback	4wd	front	99.50	178.20	67.90	52.00	3053	ohc	five	131	mpfi	3.13	3.40	7.00	160	5500	16	22	?
2	192	bmw	gas	std	two	sedan	rwd	front	101.20	176.80	64.80	54.30	2395	ohc	four	108	mpfi	3.50	2.80	8.80	101	5800	23	29	16430
0	192	bmw	gas	std	four	sedan	rwd	front	101.20	176.80	64.80	54.30	2395	ohc	four	108	mpfi	3.50	2.80	8.80	101	5800	23	29	16925
0	188	bmw	gas	std	two	sedan	rwd	front	101.20	176.80	64.80	54.30	2710	ohc	six	164	mpfi	3.31	3.19	9.00	121	4250	21	28	20970
0	188	bmw	gas	std	four	sedan	rwd	front	101.20	176.80	64.80	54.30	2765	ohc	six	164	mpfi	3.31	3.19	9.00	121	4250	21	28	21105
1	?	bmw	gas	std	four	sedan	rwd	front	103.50	189.00	66.90	55.70	3055	ohc	six	164	mpfi	3.31	3.19	9.00	121	4250	20	25	24565
0	?	bmw	gas	std	four	sedan	rwd	front	103.50	189.00	66.90	55.70	3230	ohc	six	209	mpfi	3.62	3.39	8.00	182	5400	16	22	30760
0	?	bmw	gas	std	two	sedan	rwd	front	103.50	193.80	67.90	53.70	3380	ohc	six	209	mpfi	3.62	3.39	8.00	182	5400	16	22	41315
0	?	bmw	gas	std	four	sedan	rwd	front	110.00	197.00	70.90	56.30	3505	ohc	six	209	mpfi	3.62	3.39	8.00	182	5400	15	20	36880
2	121	chevrolet	gas	std	two	hatchback	fwd	front	88.40	141.10	60.30	53.20	1488	l	three	61	2bbl	2.91	3.03	9.50	48	5100	47	53	5151
1	98	chevrolet	gas	std	two	hatchback	fwd	front	94.50	155.90	63.60	52.00	1874	ohc	four	90	2bbl	3.03	3.11	9.60	70	5400	38	43	6295
0	81	chevrolet	gas	std	four	sedan	fwd	front	94.50	158.80	63.60	52.00	1909	ohc	four	90	2bbl	3.03	3.11	9.60	70	5400	38	43	6575
1	118	dodge	gas	std	two	hatchback	fwd	front	93.70	157.30	63.80	50.80	1876	ohc	four	90	2bbl	2.97	3.23	9.41	68	5500	37	41	5572
1	118	dodge	gas	std	two	hatchback	fwd	front	93.70	157.30	63.80	50.80	1876	ohc	four	90	2bbl	2.97	3.23	9.40	68	5500	31	38	6377
1	118	dodge	gas	turbo	two	hatchback	fwd	front	93.70	157.30	63.80	50.80	2128	ohc	four	98	mpfi	3.03	3.39	7.60	102	5500	24	30	7957
1	148	dodge	gas	std	four	hatchback	fwd	front	93.70	157.30	63.80	50.60	1967	ohc	four	90	2bbl	2.97	3.23	9.40	68	5500	31	38	6229
1	148	dodge	gas	std	four	sedan	fwd	front	93.70	157.30	63.80	50.60	1989	ohc	four	90	2bbl	2.97	3.23	9.40	68	5500	31	38	6692
1	148	dodge	gas	std	four	sedan	fwd	front	93.70	157.30	63.80	50.60	1989	ohc	four	90	2bbl	2.97	3.23	9.40	68	5500	31	38	7609
1	148	dodge	gas	turbo	?	sedan	fwd	front	93.70	157.30	63.80	50.60	2191	ohc	four	98	mpfi	3.03	3.39	7.60	102	5500	24	30	8558
-1	110	dodge	gas	std	four	wagon	fwd	front	103.30	174.60	64.60	59.80	2535	ohc	four	122	2bbl	3.34	3.46	8.50	88	5000	24	30	8921
3	145	dodge	gas	turbo	two	hatchback	fwd	front	95.90	173.20	66.30	50.20	2811	ohc	four	156	mfi	3.60	3.90	7.00	145	5000	19	24	12964
2	137	honda	gas	std	two	hatchback	fwd	front	86.60	144.60	63.90	50.80	1713	ohc	four	92	1bbl	2.91	3.41	9.60	58	4800	49	54	6479
2	137	honda	gas	std	two	hatchback	fwd	front	86.60	144.60	63.90	50.80	1819	ohc	four	92	1bbl	2.91	3.41	9.20	76	6000	31	38	6855
1	101	honda	gas	std	two	hatchback	fwd	front	93.70	150.00	64.00	52.60	1837	ohc	four	79	1bbl	2.91	3.07	10.10	60	5500	38	42	5399
1	101	honda	gas	std	two	hatchback	fwd	front	93.70	150.00	64.00	52.60	1940	ohc	four	92	1bbl	2.91	3.41	9.20	76	6000	30	34	6529
1	101	honda	gas	std	two	hatchback	fwd	front	93.70	150.00	64.00	52.60	1956	ohc	four	92	1bbl	2.91	3.41	9.20	76	6000	30	34	7129
0	110	honda	gas	std	four	sedan	fwd	front	96.50	163.40	64.00	54.50	2010	ohc	four	92	1bbl	2.91	3.41	9.20	76	6000	30	34	7295
0	78	honda	gas	std	four	wagon	fwd	front	96.50	157.10	63.90	58.30	2024	ohc	four	92	1bbl	2.92	3.41	9.20	76	6000	30	34	7295
0	106	honda	gas	std	two	hatchback	fwd	front	96.50	167.50	65.20	53.30	2236	ohc	four	110	1bbl	3.15	3.58	9.00	86	5800	27	33	7895
0	106	honda	gas	std	two	hatchback	fwd	front	96.50	167.50	65.20	53.30	2289	ohc	four	110	1bbl	3.15	3.58	9.00	86	5800	27	33	9095
0	85	honda	gas	std	four	sedan	fwd	front	96.50	175.40	65.20	54.10	2304	ohc	four	110	1bbl	3.15	3.58	9.00	86	5800	27	33	8845
0	85	honda	gas	std	four	sedan	fwd	front	96.50	175.40	62.50	54.10	2372	ohc	four	110	1bbl	3.15	3.58	9.00	86	5800	27	33	10295
0	85	honda	gas	std	four	sedan	fwd	front	96.50	175.40	65.20	54.10	2465	ohc	four	110	mpfi	3.15	3.58	9.00	101	5800	24	28	12945
1	107	honda	gas	std	two	sedan	fwd	front	96.50	169.10	66.00	51.00	2293	ohc	four	110	2bbl	3.15	3.58	9.10	100	5500	25	31	10345
0	?	isuzu	gas	std	four	sedan	rwd	front	94.30	170.70	61.80	53.50	2337	ohc	four	111	2bbl	3.31	3.23	8.50	78	4800	24	29	6785
1	?	isuzu	gas	std	two	sedan	fwd	front	94.50	155.90	63.60	52.00	1874	ohc	four	90	2bbl	3.03	3.11	9.60	70	5400	38	43	?
0	?	isuzu	gas	std	four	sedan	fwd	front	94.50	155.90	63.60	52.00	1909	ohc	four	90	2bbl	3.03	3.11	9.60	70	5400	38	43	?
2	?	isuzu	gas	std	two	hatchback	rwd	front	96.00	172.60	65.20	51.40	2734	ohc	four	119	spfi	3.43	3.23	9.20	90	5000	24	29	11048
0	145	jaguar	gas	std	four	sedan	rwd	front	113.00	199.60	69.60	52.80	4066	dohc	six	258	mpfi	3.63	4.17	8.10	176	4750	15	19	32250
0	?	jaguar	gas	std	four	sedan	rwd	front	113.00	199.60	69.60	52.80	4066	dohc	six	258	mpfi	3.63	4.17	8.10	176	4750	15	19	35550
0	?	jaguar	gas	std	two	sedan	rwd	front	102.00	191.70	70.60	47.80	3950	ohcv	twelve	326	mpfi	3.54	2.76	11.50	262	5000	13	17	36000
1	104	mazda	gas	std	two	hatchback	fwd	front	93.10	159.10	64.20	54.10	1890	ohc	four	91	2bbl	3.03	3.15	9.00	68	5000	30	31	5195
1	104	mazda	gas	std	two	hatchback	fwd	front	93.10	159.10	64.20	54.10	1900	ohc	four	91	2bbl	3.03	3.15	9.00	68	5000	31	38	6095
1	104	mazda	gas	std	two	hatchback	fwd	front	93.10	159.10	64.20	54.10	1905	ohc	four	91	2bbl	3.03	3.15	9.00	68	5000	31	38	6795
1	113	mazda	gas	std	four	sedan	fwd	front	93.10	166.80	64.20	54.10	1945	ohc	four	91	2bbl	3.03	3.15	9.00	68	5000	31	38	6695
1	113	mazda	gas	std	four	sedan	fwd	front	93.10	166.80	64.20	54.10	1950	ohc	four	91	2bbl	3.08	3.15	9.00	68	5000	31	38	7395
3	150	mazda	gas	std	two	hatchback	rwd	front	95.30	169.00	65.70	49.60	2380	rotor	two	70	4bbl	?	?	9.40	101	6000	17	23	10945
3	150	mazda	gas	std	two	hatchback	rwd	front	95.30	169.00	65.70	49.60	2380	rotor	two	70	4bbl	?	?	9.40	101	6000	17	23	11845
3	150	mazda	gas	std	two	hatchback	rwd	front	95.30	169.00	65.70	49.60	2385	rotor	two	70	4bbl	?	?	9.40	101	6000	17	23	13645
3	150	mazda	gas	std	two	hatchback	rwd	front	95.30	169.00	65.70	49.60	2500	rotor	two	80	mpfi	?	?	9.40	135	6000	16	23	15645
1	129	mazda	gas	std	two	hatchback	fwd	front	98.80	177.80	66.50	53.70	2385	ohc	four	122	2bbl	3.39	3.39	8.60	84	4800	26	32	8845
0	115	mazda	gas	std	four	sedan	fwd	front	98.80	177.80	66.50	55.50	2410	ohc	four	122	2bbl	3.39	3.39	8.60	84	4800	26	32	8495
1	129	mazda	gas	std	two	hatchback	fwd	front	98.80	177.80	66.50	53.70	2385	ohc	four	122	2bbl	3.39	3.39	8.60	84	4800	26	32	10595
0	115	mazda	gas	std	four	sedan	fwd	front	98.80	177.80	66.50	55.50	2410	ohc	four	122	2bbl	3.39	3.39	8.60	84	4800	26	32	10245
0	?	mazda	diesel	std	?	sedan	fwd	front	98.80	177.80	66.50	55.50	2443	ohc	four	122	idi	3.39	3.39	22.70	64	4650	36	42	10795
0	115	mazda	gas	std	four	hatchback	fwd	front	98.80	177.80	66.50	55.50	2425	ohc	four	122	2bbl	3.39	3.39	8.60	84	4800	26	32	11245
0	118	mazda	gas	std	four	sedan	rwd	front	104.90	175.00	66.10	54.40	2670	ohc	four	140	mpfi	3.76	3.16	8.00	120	5000	19	27	18280
0	?	mazda	diesel	std	four	sedan	rwd	front	104.90	175.00	66.10	54.40	2700	ohc	four	134	idi	3.43	3.64	22.00	72	4200	31	39	18344
-1	93	mercedes-benz	diesel	turbo	four	sedan	rwd	front	110.00	190.90	70.30	56.50	3515	ohc	five	183	idi	3.58	3.64	21.50	123	4350	22	25	25552
-1	93	mercedes-benz	diesel	turbo	four	wagon	rwd	front	110.00	190.90	70.30	58.70	3750	ohc	five	183	idi	3.58	3.64	21.50	123	4350	22	25	28248
0	93	mercedes-benz	diesel	turbo	two	hardtop	rwd	front	106.70	187.50	70.30	54.90	3495	ohc	five	183	idi	3.58	3.64	21.50	123	4350	22	25	28176
-1	93	mercedes-benz	diesel	turbo	four	sedan	rwd	front	115.60	202.60	71.70	56.30	3770	ohc	five	183	idi	3.58	3.64	21.50	123	4350	22	25	31600
-1	?	mercedes-benz	gas	std	four	sedan	rwd	front	115.60	202.60	71.70	56.50	3740	ohcv	eight	234	mpfi	3.46	3.10	8.30	155	4750	16	18	34184
3	142	mercedes-benz	gas	std	two	convertible	rwd	front	96.60	180.30	70.50	50.80	3685	ohcv	eight	234	mpfi	3.46	3.10	8.30	155	4750	16	18	35056
0	?	mercedes-benz	gas	std	four	sedan	rwd	front	120.90	208.10	71.70	56.70	3900	ohcv	eight	308	mpfi	3.80	3.35	8.00	184	4500	14	16	40960
1	?	mercedes-benz	gas	std	two	hardtop	rwd	front	112.00	199.20	72.00	55.40	3715	ohcv	eight	304	mpfi	3.80	3.35	8.00	184	4500	14	16	45400
1	?	mercury	gas	turbo	two	hatchback	rwd	front	102.70	178.40	68.00	54.80	2910	ohc	four	140	mpfi	3.78	3.12	8.00	175	5000	19	24	16503
2	161	mitsubishi	gas	std	two	hatchback	fwd	front	93.70	157.30	64.40	50.80	1918	ohc	four	92	2bbl	2.97	3.23	9.40	68	5500	37	41	5389
2	161	mitsubishi	gas	std	two	hatchback	fwd	front	93.70	157.30	64.40	50.80	1944	ohc	four	92	2bbl	2.97	3.23	9.40	68	5500	31	38	6189
2	161	mitsubishi	gas	std	two	hatchback	fwd	front	93.70	157.30	64.40	50.80	2004	ohc	four	92	2bbl	2.97	3.23	9.40	68	5500	31	38	6669
1	161	mitsubishi	gas	turbo	two	hatchback	fwd	front	93	157.30	63.80	50.80	2145	ohc	four	98	spdi	3.03	3.39	7.60	102	5500	24	30	7689
3	153	mitsubishi	gas	turbo	two	hatchback	fwd	front	96.30	173.00	65.40	49.40	2370	ohc	four	110	spdi	3.17	3.46	7.50	116	5500	23	30	9959
3	153	mitsubishi	gas	std	two	hatchback	fwd	front	96.30	173.00	65.40	49.40	2328	ohc	four	122	2bbl	3.35	3.46	8.50	88	5000	25	32	8499
3	?	mitsubishi	gas	turbo	two	hatchback	fwd	front	95.90	173.20	66.30	50.20	2833	ohc	four	156	spdi	3.58	3.86	7.00	145	5000	19	24	12629
3	?	mitsubishi	gas	turbo	two	hatchback	fwd	front	95.90	173.20	66.30	50.20	2921	ohc	four	156	spdi	3.59	3.86	7.00	145	5000	19	24	14869
3	?	mitsubishi	gas	turbo	two	hatchback	fwd	front	95.90	173.20	66.30	50.20	2926	ohc	four	156	spdi	3.59	3.86	7.00	145	5000	19	24	14489
1	125	mitsubishi	gas	std	four	sedan	fwd	front	96.30	172.40	65.40	51.60	2365	ohc	four	122	2bbl	3.35	3.46	8.50	88	5000	25	32	6989
1	125	mitsubishi	gas	std	four	sedan	fwd	front	96.30	172.40	65.40	51.60	2405	ohc	four	122	2bbl	3.35	3.46	8.50	88	5000	25	32	8189
1	125	mitsubishi	gas	turbo	four	sedan	fwd	front	96.30	172.40	65.40	51.60	2403	ohc	four	110	spdi	3.17	3.46	7.50	116	5500	23	30	9279
-1	137	mitsubishi	gas	std	four	sedan	fwd	front	96.30	172.40	65.40	51.60	2403	ohc	four	110	spdi	3.17	3.46	7.50	116	5500	23	30	9279
1	128	nissan	gas	std	two	sedan	fwd	front	94.50	165.30	63.80	54.50	1889	ohc	four	97	2bbl	3.15	3.29	9.40	69	5200	31	37	5499
1	128	nissan	diesel	std	two	sedan	fwd	front	94.50	165.30	63.80	54.50	2017	ohc	four	103	idi	2.99	3.47	21.90	55	4800	45	50	7099
1	128	nissan	gas	std	two	sedan	fwd	front	94.50	165.30	63.80	54.50	1918	ohc	four	97	2bbl	3.15	3.29	9.40	69	5200	31	37	6649
1	122	nissan	gas	std	four	sedan	fwd	front	94.50	165.30	63.80	54.50	1938	ohc	four	97	2bbl	3.15	3.29	9.40	69	5200	31	37	6849
1	103	nissan	gas	std	four	wagon	fwd	front	94.50	170.20	63.80	53.50	2024	ohc	four	97	2bbl	3.15	3.29	9.40	69	5200	31	37	7349
1	128	nissan	gas	std	two	sedan	fwd	front	94.50	165.30	63.80	54.50	1951	ohc	four	97	2bbl	3.15	3.29	9.40	69	5200	31	37	7299
1	128	nissan	gas	std	two	hatchback	fwd	front	94.50	165.60	63.80	53.30	2028	ohc	four	97	2bbl	3.15	3.29	9.40	69	5200	31	37	7799
1	122	nissan	gas	std	four	sedan	fwd	front	94.50	165.30	63.80	54.50	1971	ohc	four	97	2bbl	3.15	3.29	9.40	69	5200	31	37	7499
1	103	nissan	gas	std	four	wagon	fwd	front	94.50	170.20	63.80	53.50	2037	ohc	four	97	2bbl	3.15	3.29	9.40	69	5200	31	37	7999
2	168	nissan	gas	std	two	hardtop	fwd	front	95.10	162.40	63.80	53.30	2008	ohc	four	97	2bbl	3.15	3.29	9.40	69	5200	31	37	8249
0	106	nissan	gas	std	four	hatchback	fwd	front	97.20	173.40	65.20	54.70	2324	ohc	four	120	2bbl	3.33	3.47	8.50	97	5200	27	34	8949
0	106	nissan	gas	std	four	sedan	fwd	front	97.20	173.40	65.20	54.70	2302	ohc	four	120	2bbl	3.33	3.47	8.50	97	5200	27	34	9549
0	128	nissan	gas	std	four	sedan	fwd	front	100.40	181.70	66.50	55.10	3095	ohcv	six	181	mpfi	3.43	3.27	9.00	152	5200	17	22	13499

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