data-science-research/kaggle_feature_engineering/data/autos.csv

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symboling,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
3,alfa-romero,gas,std,2,convertible,rwd,front,88.6,168.8,64.1,48.8,2548,dohc,4,130,mpfi,3.47,2.68,9,111,5000,21,27,13495
3,alfa-romero,gas,std,2,convertible,rwd,front,88.6,168.8,64.1,48.8,2548,dohc,4,130,mpfi,3.47,2.68,9,111,5000,21,27,16500
1,alfa-romero,gas,std,2,hatchback,rwd,front,94.5,171.2,65.5,52.4,2823,ohcv,6,152,mpfi,2.68,3.47,9,154,5000,19,26,16500
2,audi,gas,std,4,sedan,fwd,front,99.8,176.6,66.2,54.3,2337,ohc,4,109,mpfi,3.19,3.4,10,102,5500,24,30,13950
2,audi,gas,std,4,sedan,4wd,front,99.4,176.6,66.4,54.3,2824,ohc,5,136,mpfi,3.19,3.4,8,115,5500,18,22,17450
2,audi,gas,std,2,sedan,fwd,front,99.8,177.3,66.3,53.1,2507,ohc,5,136,mpfi,3.19,3.4,8,110,5500,19,25,15250
1,audi,gas,std,4,sedan,fwd,front,105.8,192.7,71.4,55.7,2844,ohc,5,136,mpfi,3.19,3.4,8,110,5500,19,25,17710
1,audi,gas,std,4,wagon,fwd,front,105.8,192.7,71.4,55.7,2954,ohc,5,136,mpfi,3.19,3.4,8,110,5500,19,25,18920
1,audi,gas,turbo,4,sedan,fwd,front,105.8,192.7,71.4,55.9,3086,ohc,5,131,mpfi,3.13,3.4,8,140,5500,17,20,23875
2,bmw,gas,std,2,sedan,rwd,front,101.2,176.8,64.8,54.3,2395,ohc,4,108,mpfi,3.5,2.8,8,101,5800,23,29,16430
0,bmw,gas,std,4,sedan,rwd,front,101.2,176.8,64.8,54.3,2395,ohc,4,108,mpfi,3.5,2.8,8,101,5800,23,29,16925
0,bmw,gas,std,2,sedan,rwd,front,101.2,176.8,64.8,54.3,2710,ohc,6,164,mpfi,3.31,3.19,9,121,4250,21,28,20970
0,bmw,gas,std,4,sedan,rwd,front,101.2,176.8,64.8,54.3,2765,ohc,6,164,mpfi,3.31,3.19,9,121,4250,21,28,21105
1,bmw,gas,std,4,sedan,rwd,front,103.5,189.0,66.9,55.7,3055,ohc,6,164,mpfi,3.31,3.19,9,121,4250,20,25,24565
0,bmw,gas,std,4,sedan,rwd,front,103.5,189.0,66.9,55.7,3230,ohc,6,209,mpfi,3.62,3.39,8,182,5400,16,22,30760
0,bmw,gas,std,2,sedan,rwd,front,103.5,193.8,67.9,53.7,3380,ohc,6,209,mpfi,3.62,3.39,8,182,5400,16,22,41315
0,bmw,gas,std,4,sedan,rwd,front,110.0,197.0,70.9,56.3,3505,ohc,6,209,mpfi,3.62,3.39,8,182,5400,15,20,36880
2,chevrolet,gas,std,2,hatchback,fwd,front,88.4,141.1,60.3,53.2,1488,l,3,61,2bbl,2.91,3.03,9,48,5100,47,53,5151
1,chevrolet,gas,std,2,hatchback,fwd,front,94.5,155.9,63.6,52.0,1874,ohc,4,90,2bbl,3.03,3.11,9,70,5400,38,43,6295
0,chevrolet,gas,std,4,sedan,fwd,front,94.5,158.8,63.6,52.0,1909,ohc,4,90,2bbl,3.03,3.11,9,70,5400,38,43,6575
1,dodge,gas,std,2,hatchback,fwd,front,93.7,157.3,63.8,50.8,1876,ohc,4,90,2bbl,2.97,3.23,9,68,5500,37,41,5572
1,dodge,gas,std,2,hatchback,fwd,front,93.7,157.3,63.8,50.8,1876,ohc,4,90,2bbl,2.97,3.23,9,68,5500,31,38,6377
1,dodge,gas,turbo,2,hatchback,fwd,front,93.7,157.3,63.8,50.8,2128,ohc,4,98,mpfi,3.03,3.39,7,102,5500,24,30,7957
1,dodge,gas,std,4,hatchback,fwd,front,93.7,157.3,63.8,50.6,1967,ohc,4,90,2bbl,2.97,3.23,9,68,5500,31,38,6229
1,dodge,gas,std,4,sedan,fwd,front,93.7,157.3,63.8,50.6,1989,ohc,4,90,2bbl,2.97,3.23,9,68,5500,31,38,6692
1,dodge,gas,std,4,sedan,fwd,front,93.7,157.3,63.8,50.6,1989,ohc,4,90,2bbl,2.97,3.23,9,68,5500,31,38,7609
-1,dodge,gas,std,4,wagon,fwd,front,103.3,174.6,64.6,59.8,2535,ohc,4,122,2bbl,3.34,3.46,8,88,5000,24,30,8921
3,dodge,gas,turbo,2,hatchback,fwd,front,95.9,173.2,66.3,50.2,2811,ohc,4,156,mfi,3.6,3.9,7,145,5000,19,24,12964
2,honda,gas,std,2,hatchback,fwd,front,86.6,144.6,63.9,50.8,1713,ohc,4,92,1bbl,2.91,3.41,9,58,4800,49,54,6479
2,honda,gas,std,2,hatchback,fwd,front,86.6,144.6,63.9,50.8,1819,ohc,4,92,1bbl,2.91,3.41,9,76,6000,31,38,6855
1,honda,gas,std,2,hatchback,fwd,front,93.7,150.0,64.0,52.6,1837,ohc,4,79,1bbl,2.91,3.07,10,60,5500,38,42,5399
1,honda,gas,std,2,hatchback,fwd,front,93.7,150.0,64.0,52.6,1940,ohc,4,92,1bbl,2.91,3.41,9,76,6000,30,34,6529
1,honda,gas,std,2,hatchback,fwd,front,93.7,150.0,64.0,52.6,1956,ohc,4,92,1bbl,2.91,3.41,9,76,6000,30,34,7129
0,honda,gas,std,4,sedan,fwd,front,96.5,163.4,64.0,54.5,2010,ohc,4,92,1bbl,2.91,3.41,9,76,6000,30,34,7295
0,honda,gas,std,4,wagon,fwd,front,96.5,157.1,63.9,58.3,2024,ohc,4,92,1bbl,2.92,3.41,9,76,6000,30,34,7295
0,honda,gas,std,2,hatchback,fwd,front,96.5,167.5,65.2,53.3,2236,ohc,4,110,1bbl,3.15,3.58,9,86,5800,27,33,7895
0,honda,gas,std,2,hatchback,fwd,front,96.5,167.5,65.2,53.3,2289,ohc,4,110,1bbl,3.15,3.58,9,86,5800,27,33,9095
0,honda,gas,std,4,sedan,fwd,front,96.5,175.4,65.2,54.1,2304,ohc,4,110,1bbl,3.15,3.58,9,86,5800,27,33,8845
0,honda,gas,std,4,sedan,fwd,front,96.5,175.4,62.5,54.1,2372,ohc,4,110,1bbl,3.15,3.58,9,86,5800,27,33,10295
0,honda,gas,std,4,sedan,fwd,front,96.5,175.4,65.2,54.1,2465,ohc,4,110,mpfi,3.15,3.58,9,101,5800,24,28,12945
1,honda,gas,std,2,sedan,fwd,front,96.5,169.1,66.0,51.0,2293,ohc,4,110,2bbl,3.15,3.58,9,100,5500,25,31,10345
0,isuzu,gas,std,4,sedan,rwd,front,94.3,170.7,61.8,53.5,2337,ohc,4,111,2bbl,3.31,3.23,8,78,4800,24,29,6785
2,isuzu,gas,std,2,hatchback,rwd,front,96.0,172.6,65.2,51.4,2734,ohc,4,119,spfi,3.43,3.23,9,90,5000,24,29,11048
0,jaguar,gas,std,4,sedan,rwd,front,113.0,199.6,69.6,52.8,4066,dohc,6,258,mpfi,3.63,4.17,8,176,4750,15,19,32250
0,jaguar,gas,std,4,sedan,rwd,front,113.0,199.6,69.6,52.8,4066,dohc,6,258,mpfi,3.63,4.17,8,176,4750,15,19,35550
0,jaguar,gas,std,2,sedan,rwd,front,102.0,191.7,70.6,47.8,3950,ohcv,12,326,mpfi,3.54,2.76,11,262,5000,13,17,36000
1,mazda,gas,std,2,hatchback,fwd,front,93.1,159.1,64.2,54.1,1890,ohc,4,91,2bbl,3.03,3.15,9,68,5000,30,31,5195
1,mazda,gas,std,2,hatchback,fwd,front,93.1,159.1,64.2,54.1,1900,ohc,4,91,2bbl,3.03,3.15,9,68,5000,31,38,6095
1,mazda,gas,std,2,hatchback,fwd,front,93.1,159.1,64.2,54.1,1905,ohc,4,91,2bbl,3.03,3.15,9,68,5000,31,38,6795
1,mazda,gas,std,4,sedan,fwd,front,93.1,166.8,64.2,54.1,1945,ohc,4,91,2bbl,3.03,3.15,9,68,5000,31,38,6695
1,mazda,gas,std,4,sedan,fwd,front,93.1,166.8,64.2,54.1,1950,ohc,4,91,2bbl,3.08,3.15,9,68,5000,31,38,7395
1,mazda,gas,std,2,hatchback,fwd,front,98.8,177.8,66.5,53.7,2385,ohc,4,122,2bbl,3.39,3.39,8,84,4800,26,32,8845
0,mazda,gas,std,4,sedan,fwd,front,98.8,177.8,66.5,55.5,2410,ohc,4,122,2bbl,3.39,3.39,8,84,4800,26,32,8495
1,mazda,gas,std,2,hatchback,fwd,front,98.8,177.8,66.5,53.7,2385,ohc,4,122,2bbl,3.39,3.39,8,84,4800,26,32,10595
0,mazda,gas,std,4,sedan,fwd,front,98.8,177.8,66.5,55.5,2410,ohc,4,122,2bbl,3.39,3.39,8,84,4800,26,32,10245
0,mazda,gas,std,4,hatchback,fwd,front,98.8,177.8,66.5,55.5,2425,ohc,4,122,2bbl,3.39,3.39,8,84,4800,26,32,11245
0,mazda,gas,std,4,sedan,rwd,front,104.9,175.0,66.1,54.4,2670,ohc,4,140,mpfi,3.76,3.16,8,120,5000,19,27,18280
0,mazda,diesel,std,4,sedan,rwd,front,104.9,175.0,66.1,54.4,2700,ohc,4,134,idi,3.43,3.64,22,72,4200,31,39,18344
-1,mercedes-benz,diesel,turbo,4,sedan,rwd,front,110.0,190.9,70.3,56.5,3515,ohc,5,183,idi,3.58,3.64,21,123,4350,22,25,25552
-1,mercedes-benz,diesel,turbo,4,wagon,rwd,front,110.0,190.9,70.3,58.7,3750,ohc,5,183,idi,3.58,3.64,21,123,4350,22,25,28248
0,mercedes-benz,diesel,turbo,2,hardtop,rwd,front,106.7,187.5,70.3,54.9,3495,ohc,5,183,idi,3.58,3.64,21,123,4350,22,25,28176
-1,mercedes-benz,diesel,turbo,4,sedan,rwd,front,115.6,202.6,71.7,56.3,3770,ohc,5,183,idi,3.58,3.64,21,123,4350,22,25,31600
-1,mercedes-benz,gas,std,4,sedan,rwd,front,115.6,202.6,71.7,56.5,3740,ohcv,8,234,mpfi,3.46,3.1,8,155,4750,16,18,34184
3,mercedes-benz,gas,std,2,convertible,rwd,front,96.6,180.3,70.5,50.8,3685,ohcv,8,234,mpfi,3.46,3.1,8,155,4750,16,18,35056
0,mercedes-benz,gas,std,4,sedan,rwd,front,120.9,208.1,71.7,56.7,3900,ohcv,8,308,mpfi,3.8,3.35,8,184,4500,14,16,40960
1,mercedes-benz,gas,std,2,hardtop,rwd,front,112.0,199.2,72.0,55.4,3715,ohcv,8,304,mpfi,3.8,3.35,8,184,4500,14,16,45400
1,mercury,gas,turbo,2,hatchback,rwd,front,102.7,178.4,68.0,54.8,2910,ohc,4,140,mpfi,3.78,3.12,8,175,5000,19,24,16503
2,mitsubishi,gas,std,2,hatchback,fwd,front,93.7,157.3,64.4,50.8,1918,ohc,4,92,2bbl,2.97,3.23,9,68,5500,37,41,5389
2,mitsubishi,gas,std,2,hatchback,fwd,front,93.7,157.3,64.4,50.8,1944,ohc,4,92,2bbl,2.97,3.23,9,68,5500,31,38,6189
2,mitsubishi,gas,std,2,hatchback,fwd,front,93.7,157.3,64.4,50.8,2004,ohc,4,92,2bbl,2.97,3.23,9,68,5500,31,38,6669
1,mitsubishi,gas,turbo,2,hatchback,fwd,front,93.0,157.3,63.8,50.8,2145,ohc,4,98,spdi,3.03,3.39,7,102,5500,24,30,7689
3,mitsubishi,gas,turbo,2,hatchback,fwd,front,96.3,173.0,65.4,49.4,2370,ohc,4,110,spdi,3.17,3.46,7,116,5500,23,30,9959
3,mitsubishi,gas,std,2,hatchback,fwd,front,96.3,173.0,65.4,49.4,2328,ohc,4,122,2bbl,3.35,3.46,8,88,5000,25,32,8499
3,mitsubishi,gas,turbo,2,hatchback,fwd,front,95.9,173.2,66.3,50.2,2833,ohc,4,156,spdi,3.58,3.86,7,145,5000,19,24,12629
3,mitsubishi,gas,turbo,2,hatchback,fwd,front,95.9,173.2,66.3,50.2,2921,ohc,4,156,spdi,3.59,3.86,7,145,5000,19,24,14869
3,mitsubishi,gas,turbo,2,hatchback,fwd,front,95.9,173.2,66.3,50.2,2926,ohc,4,156,spdi,3.59,3.86,7,145,5000,19,24,14489
1,mitsubishi,gas,std,4,sedan,fwd,front,96.3,172.4,65.4,51.6,2365,ohc,4,122,2bbl,3.35,3.46,8,88,5000,25,32,6989
1,mitsubishi,gas,std,4,sedan,fwd,front,96.3,172.4,65.4,51.6,2405,ohc,4,122,2bbl,3.35,3.46,8,88,5000,25,32,8189
1,mitsubishi,gas,turbo,4,sedan,fwd,front,96.3,172.4,65.4,51.6,2403,ohc,4,110,spdi,3.17,3.46,7,116,5500,23,30,9279
-1,mitsubishi,gas,std,4,sedan,fwd,front,96.3,172.4,65.4,51.6,2403,ohc,4,110,spdi,3.17,3.46,7,116,5500,23,30,9279
1,nissan,gas,std,2,sedan,fwd,front,94.5,165.3,63.8,54.5,1889,ohc,4,97,2bbl,3.15,3.29,9,69,5200,31,37,5499
1,nissan,diesel,std,2,sedan,fwd,front,94.5,165.3,63.8,54.5,2017,ohc,4,103,idi,2.99,3.47,21,55,4800,45,50,7099
1,nissan,gas,std,2,sedan,fwd,front,94.5,165.3,63.8,54.5,1918,ohc,4,97,2bbl,3.15,3.29,9,69,5200,31,37,6649
1,nissan,gas,std,4,sedan,fwd,front,94.5,165.3,63.8,54.5,1938,ohc,4,97,2bbl,3.15,3.29,9,69,5200,31,37,6849
1,nissan,gas,std,4,wagon,fwd,front,94.5,170.2,63.8,53.5,2024,ohc,4,97,2bbl,3.15,3.29,9,69,5200,31,37,7349
1,nissan,gas,std,2,sedan,fwd,front,94.5,165.3,63.8,54.5,1951,ohc,4,97,2bbl,3.15,3.29,9,69,5200,31,37,7299
1,nissan,gas,std,2,hatchback,fwd,front,94.5,165.6,63.8,53.3,2028,ohc,4,97,2bbl,3.15,3.29,9,69,5200,31,37,7799
1,nissan,gas,std,4,sedan,fwd,front,94.5,165.3,63.8,54.5,1971,ohc,4,97,2bbl,3.15,3.29,9,69,5200,31,37,7499
1,nissan,gas,std,4,wagon,fwd,front,94.5,170.2,63.8,53.5,2037,ohc,4,97,2bbl,3.15,3.29,9,69,5200,31,37,7999
2,nissan,gas,std,2,hardtop,fwd,front,95.1,162.4,63.8,53.3,2008,ohc,4,97,2bbl,3.15,3.29,9,69,5200,31,37,8249
0,nissan,gas,std,4,hatchback,fwd,front,97.2,173.4,65.2,54.7,2324,ohc,4,120,2bbl,3.33,3.47,8,97,5200,27,34,8949
0,nissan,gas,std,4,sedan,fwd,front,97.2,173.4,65.2,54.7,2302,ohc,4,120,2bbl,3.33,3.47,8,97,5200,27,34,9549
0,nissan,gas,std,4,sedan,fwd,front,100.4,181.7,66.5,55.1,3095,ohcv,6,181,mpfi,3.43,3.27,9,152,5200,17,22,13499
0,nissan,gas,std,4,wagon,fwd,front,100.4,184.6,66.5,56.1,3296,ohcv,6,181,mpfi,3.43,3.27,9,152,5200,17,22,14399
0,nissan,gas,std,4,sedan,fwd,front,100.4,184.6,66.5,55.1,3060,ohcv,6,181,mpfi,3.43,3.27,9,152,5200,19,25,13499
3,nissan,gas,std,2,hatchback,rwd,front,91.3,170.7,67.9,49.7,3071,ohcv,6,181,mpfi,3.43,3.27,9,160,5200,19,25,17199
3,nissan,gas,turbo,2,hatchback,rwd,front,91.3,170.7,67.9,49.7,3139,ohcv,6,181,mpfi,3.43,3.27,7,200,5200,17,23,19699
1,nissan,gas,std,2,hatchback,rwd,front,99.2,178.5,67.9,49.7,3139,ohcv,6,181,mpfi,3.43,3.27,9,160,5200,19,25,18399
0,peugot,gas,std,4,sedan,rwd,front,107.9,186.7,68.4,56.7,3020,l,4,120,mpfi,3.46,3.19,8,97,5000,19,24,11900
0,peugot,diesel,turbo,4,sedan,rwd,front,107.9,186.7,68.4,56.7,3197,l,4,152,idi,3.7,3.52,21,95,4150,28,33,13200
0,peugot,gas,std,4,wagon,rwd,front,114.2,198.9,68.4,58.7,3230,l,4,120,mpfi,3.46,3.19,8,97,5000,19,24,12440
0,peugot,diesel,turbo,4,wagon,rwd,front,114.2,198.9,68.4,58.7,3430,l,4,152,idi,3.7,3.52,21,95,4150,25,25,13860
0,peugot,gas,std,4,sedan,rwd,front,107.9,186.7,68.4,56.7,3075,l,4,120,mpfi,3.46,2.19,8,95,5000,19,24,15580
0,peugot,diesel,turbo,4,sedan,rwd,front,107.9,186.7,68.4,56.7,3252,l,4,152,idi,3.7,3.52,21,95,4150,28,33,16900
0,peugot,gas,std,4,wagon,rwd,front,114.2,198.9,68.4,56.7,3285,l,4,120,mpfi,3.46,2.19,8,95,5000,19,24,16695
0,peugot,diesel,turbo,4,wagon,rwd,front,114.2,198.9,68.4,58.7,3485,l,4,152,idi,3.7,3.52,21,95,4150,25,25,17075
0,peugot,gas,std,4,sedan,rwd,front,107.9,186.7,68.4,56.7,3075,l,4,120,mpfi,3.46,3.19,8,97,5000,19,24,16630
0,peugot,diesel,turbo,4,sedan,rwd,front,107.9,186.7,68.4,56.7,3252,l,4,152,idi,3.7,3.52,21,95,4150,28,33,17950
0,peugot,gas,turbo,4,sedan,rwd,front,108.0,186.7,68.3,56.0,3130,l,4,134,mpfi,3.61,3.21,7,142,5600,18,24,18150
1,plymouth,gas,std,2,hatchback,fwd,front,93.7,157.3,63.8,50.8,1918,ohc,4,90,2bbl,2.97,3.23,9,68,5500,37,41,5572
1,plymouth,gas,turbo,2,hatchback,fwd,front,93.7,157.3,63.8,50.8,2128,ohc,4,98,spdi,3.03,3.39,7,102,5500,24,30,7957
1,plymouth,gas,std,4,hatchback,fwd,front,93.7,157.3,63.8,50.6,1967,ohc,4,90,2bbl,2.97,3.23,9,68,5500,31,38,6229
1,plymouth,gas,std,4,sedan,fwd,front,93.7,167.3,63.8,50.8,1989,ohc,4,90,2bbl,2.97,3.23,9,68,5500,31,38,6692
1,plymouth,gas,std,4,sedan,fwd,front,93.7,167.3,63.8,50.8,2191,ohc,4,98,2bbl,2.97,3.23,9,68,5500,31,38,7609
-1,plymouth,gas,std,4,wagon,fwd,front,103.3,174.6,64.6,59.8,2535,ohc,4,122,2bbl,3.35,3.46,8,88,5000,24,30,8921
3,plymouth,gas,turbo,2,hatchback,rwd,front,95.9,173.2,66.3,50.2,2818,ohc,4,156,spdi,3.59,3.86,7,145,5000,19,24,12764
3,porsche,gas,std,2,hatchback,rwd,front,94.5,168.9,68.3,50.2,2778,ohc,4,151,mpfi,3.94,3.11,9,143,5500,19,27,22018
3,porsche,gas,std,2,hardtop,rwd,rear,89.5,168.9,65.0,51.6,2756,ohcf,6,194,mpfi,3.74,2.9,9,207,5900,17,25,32528
3,porsche,gas,std,2,hardtop,rwd,rear,89.5,168.9,65.0,51.6,2756,ohcf,6,194,mpfi,3.74,2.9,9,207,5900,17,25,34028
3,porsche,gas,std,2,convertible,rwd,rear,89.5,168.9,65.0,51.6,2800,ohcf,6,194,mpfi,3.74,2.9,9,207,5900,17,25,37028
3,saab,gas,std,2,hatchback,fwd,front,99.1,186.6,66.5,56.1,2658,ohc,4,121,mpfi,3.54,3.07,9,110,5250,21,28,11850
2,saab,gas,std,4,sedan,fwd,front,99.1,186.6,66.5,56.1,2695,ohc,4,121,mpfi,3.54,3.07,9,110,5250,21,28,12170
3,saab,gas,std,2,hatchback,fwd,front,99.1,186.6,66.5,56.1,2707,ohc,4,121,mpfi,2.54,2.07,9,110,5250,21,28,15040
2,saab,gas,std,4,sedan,fwd,front,99.1,186.6,66.5,56.1,2758,ohc,4,121,mpfi,3.54,3.07,9,110,5250,21,28,15510
3,saab,gas,turbo,2,hatchback,fwd,front,99.1,186.6,66.5,56.1,2808,dohc,4,121,mpfi,3.54,3.07,9,160,5500,19,26,18150
2,saab,gas,turbo,4,sedan,fwd,front,99.1,186.6,66.5,56.1,2847,dohc,4,121,mpfi,3.54,3.07,9,160,5500,19,26,18620
2,subaru,gas,std,2,hatchback,fwd,front,93.7,156.9,63.4,53.7,2050,ohcf,4,97,2bbl,3.62,2.36,9,69,4900,31,36,5118
2,subaru,gas,std,2,hatchback,fwd,front,93.7,157.9,63.6,53.7,2120,ohcf,4,108,2bbl,3.62,2.64,8,73,4400,26,31,7053
2,subaru,gas,std,2,hatchback,4wd,front,93.3,157.3,63.8,55.7,2240,ohcf,4,108,2bbl,3.62,2.64,8,73,4400,26,31,7603
0,subaru,gas,std,4,sedan,fwd,front,97.2,172.0,65.4,52.5,2145,ohcf,4,108,2bbl,3.62,2.64,9,82,4800,32,37,7126
0,subaru,gas,std,4,sedan,fwd,front,97.2,172.0,65.4,52.5,2190,ohcf,4,108,2bbl,3.62,2.64,9,82,4400,28,33,7775
0,subaru,gas,std,4,sedan,fwd,front,97.2,172.0,65.4,52.5,2340,ohcf,4,108,mpfi,3.62,2.64,9,94,5200,26,32,9960
0,subaru,gas,std,4,sedan,4wd,front,97.0,172.0,65.4,54.3,2385,ohcf,4,108,2bbl,3.62,2.64,9,82,4800,24,25,9233
0,subaru,gas,turbo,4,sedan,4wd,front,97.0,172.0,65.4,54.3,2510,ohcf,4,108,mpfi,3.62,2.64,7,111,4800,24,29,11259
0,subaru,gas,std,4,wagon,fwd,front,97.0,173.5,65.4,53.0,2290,ohcf,4,108,2bbl,3.62,2.64,9,82,4800,28,32,7463
0,subaru,gas,std,4,wagon,fwd,front,97.0,173.5,65.4,53.0,2455,ohcf,4,108,mpfi,3.62,2.64,9,94,5200,25,31,10198
0,subaru,gas,std,4,wagon,4wd,front,96.9,173.6,65.4,54.9,2420,ohcf,4,108,2bbl,3.62,2.64,9,82,4800,23,29,8013
0,subaru,gas,turbo,4,wagon,4wd,front,96.9,173.6,65.4,54.9,2650,ohcf,4,108,mpfi,3.62,2.64,7,111,4800,23,23,11694
1,toyota,gas,std,2,hatchback,fwd,front,95.7,158.7,63.6,54.5,1985,ohc,4,92,2bbl,3.05,3.03,9,62,4800,35,39,5348
1,toyota,gas,std,2,hatchback,fwd,front,95.7,158.7,63.6,54.5,2040,ohc,4,92,2bbl,3.05,3.03,9,62,4800,31,38,6338
1,toyota,gas,std,4,hatchback,fwd,front,95.7,158.7,63.6,54.5,2015,ohc,4,92,2bbl,3.05,3.03,9,62,4800,31,38,6488
0,toyota,gas,std,4,wagon,fwd,front,95.7,169.7,63.6,59.1,2280,ohc,4,92,2bbl,3.05,3.03,9,62,4800,31,37,6918
0,toyota,gas,std,4,wagon,4wd,front,95.7,169.7,63.6,59.1,2290,ohc,4,92,2bbl,3.05,3.03,9,62,4800,27,32,7898
0,toyota,gas,std,4,wagon,4wd,front,95.7,169.7,63.6,59.1,3110,ohc,4,92,2bbl,3.05,3.03,9,62,4800,27,32,8778
0,toyota,gas,std,4,sedan,fwd,front,95.7,166.3,64.4,53.0,2081,ohc,4,98,2bbl,3.19,3.03,9,70,4800,30,37,6938
0,toyota,gas,std,4,hatchback,fwd,front,95.7,166.3,64.4,52.8,2109,ohc,4,98,2bbl,3.19,3.03,9,70,4800,30,37,7198
0,toyota,diesel,std,4,sedan,fwd,front,95.7,166.3,64.4,53.0,2275,ohc,4,110,idi,3.27,3.35,22,56,4500,34,36,7898
0,toyota,diesel,std,4,hatchback,fwd,front,95.7,166.3,64.4,52.8,2275,ohc,4,110,idi,3.27,3.35,22,56,4500,38,47,7788
0,toyota,gas,std,4,sedan,fwd,front,95.7,166.3,64.4,53.0,2094,ohc,4,98,2bbl,3.19,3.03,9,70,4800,38,47,7738
0,toyota,gas,std,4,hatchback,fwd,front,95.7,166.3,64.4,52.8,2122,ohc,4,98,2bbl,3.19,3.03,9,70,4800,28,34,8358
0,toyota,gas,std,4,sedan,fwd,front,95.7,166.3,64.4,52.8,2140,ohc,4,98,2bbl,3.19,3.03,9,70,4800,28,34,9258
1,toyota,gas,std,2,sedan,rwd,front,94.5,168.7,64.0,52.6,2169,ohc,4,98,2bbl,3.19,3.03,9,70,4800,29,34,8058
1,toyota,gas,std,2,hatchback,rwd,front,94.5,168.7,64.0,52.6,2204,ohc,4,98,2bbl,3.19,3.03,9,70,4800,29,34,8238
1,toyota,gas,std,2,sedan,rwd,front,94.5,168.7,64.0,52.6,2265,dohc,4,98,mpfi,3.24,3.08,9,112,6600,26,29,9298
1,toyota,gas,std,2,hatchback,rwd,front,94.5,168.7,64.0,52.6,2300,dohc,4,98,mpfi,3.24,3.08,9,112,6600,26,29,9538
2,toyota,gas,std,2,hardtop,rwd,front,98.4,176.2,65.6,52.0,2540,ohc,4,146,mpfi,3.62,3.5,9,116,4800,24,30,8449
2,toyota,gas,std,2,hardtop,rwd,front,98.4,176.2,65.6,52.0,2536,ohc,4,146,mpfi,3.62,3.5,9,116,4800,24,30,9639
2,toyota,gas,std,2,hatchback,rwd,front,98.4,176.2,65.6,52.0,2551,ohc,4,146,mpfi,3.62,3.5,9,116,4800,24,30,9989
2,toyota,gas,std,2,hardtop,rwd,front,98.4,176.2,65.6,52.0,2679,ohc,4,146,mpfi,3.62,3.5,9,116,4800,24,30,11199
2,toyota,gas,std,2,hatchback,rwd,front,98.4,176.2,65.6,52.0,2714,ohc,4,146,mpfi,3.62,3.5,9,116,4800,24,30,11549
2,toyota,gas,std,2,convertible,rwd,front,98.4,176.2,65.6,53.0,2975,ohc,4,146,mpfi,3.62,3.5,9,116,4800,24,30,17669
-1,toyota,gas,std,4,sedan,fwd,front,102.4,175.6,66.5,54.9,2326,ohc,4,122,mpfi,3.31,3.54,8,92,4200,29,34,8948
-1,toyota,diesel,turbo,4,sedan,fwd,front,102.4,175.6,66.5,54.9,2480,ohc,4,110,idi,3.27,3.35,22,73,4500,30,33,10698
-1,toyota,gas,std,4,hatchback,fwd,front,102.4,175.6,66.5,53.9,2414,ohc,4,122,mpfi,3.31,3.54,8,92,4200,27,32,9988
-1,toyota,gas,std,4,sedan,fwd,front,102.4,175.6,66.5,54.9,2414,ohc,4,122,mpfi,3.31,3.54,8,92,4200,27,32,10898
-1,toyota,gas,std,4,hatchback,fwd,front,102.4,175.6,66.5,53.9,2458,ohc,4,122,mpfi,3.31,3.54,8,92,4200,27,32,11248
3,toyota,gas,std,2,hatchback,rwd,front,102.9,183.5,67.7,52.0,2976,dohc,6,171,mpfi,3.27,3.35,9,161,5200,20,24,16558
3,toyota,gas,std,2,hatchback,rwd,front,102.9,183.5,67.7,52.0,3016,dohc,6,171,mpfi,3.27,3.35,9,161,5200,19,24,15998
-1,toyota,gas,std,4,sedan,rwd,front,104.5,187.8,66.5,54.1,3131,dohc,6,171,mpfi,3.27,3.35,9,156,5200,20,24,15690
-1,toyota,gas,std,4,wagon,rwd,front,104.5,187.8,66.5,54.1,3151,dohc,6,161,mpfi,3.27,3.35,9,156,5200,19,24,15750
2,volkswagen,diesel,std,2,sedan,fwd,front,97.3,171.7,65.5,55.7,2261,ohc,4,97,idi,3.01,3.4,23,52,4800,37,46,7775
2,volkswagen,gas,std,2,sedan,fwd,front,97.3,171.7,65.5,55.7,2209,ohc,4,109,mpfi,3.19,3.4,9,85,5250,27,34,7975
2,volkswagen,diesel,std,4,sedan,fwd,front,97.3,171.7,65.5,55.7,2264,ohc,4,97,idi,3.01,3.4,23,52,4800,37,46,7995
2,volkswagen,gas,std,4,sedan,fwd,front,97.3,171.7,65.5,55.7,2212,ohc,4,109,mpfi,3.19,3.4,9,85,5250,27,34,8195
2,volkswagen,gas,std,4,sedan,fwd,front,97.3,171.7,65.5,55.7,2275,ohc,4,109,mpfi,3.19,3.4,9,85,5250,27,34,8495
2,volkswagen,diesel,turbo,4,sedan,fwd,front,97.3,171.7,65.5,55.7,2319,ohc,4,97,idi,3.01,3.4,23,68,4500,37,42,9495
2,volkswagen,gas,std,4,sedan,fwd,front,97.3,171.7,65.5,55.7,2300,ohc,4,109,mpfi,3.19,3.4,10,100,5500,26,32,9995
3,volkswagen,gas,std,2,convertible,fwd,front,94.5,159.3,64.2,55.6,2254,ohc,4,109,mpfi,3.19,3.4,8,90,5500,24,29,11595
3,volkswagen,gas,std,2,hatchback,fwd,front,94.5,165.7,64.0,51.4,2221,ohc,4,109,mpfi,3.19,3.4,8,90,5500,24,29,9980
0,volkswagen,gas,std,4,sedan,fwd,front,100.4,180.2,66.9,55.1,2661,ohc,5,136,mpfi,3.19,3.4,8,110,5500,19,24,13295
0,volkswagen,diesel,turbo,4,sedan,fwd,front,100.4,180.2,66.9,55.1,2579,ohc,4,97,idi,3.01,3.4,23,68,4500,33,38,13845
0,volkswagen,gas,std,4,wagon,fwd,front,100.4,183.1,66.9,55.1,2563,ohc,4,109,mpfi,3.19,3.4,9,88,5500,25,31,12290
-2,volvo,gas,std,4,sedan,rwd,front,104.3,188.8,67.2,56.2,2912,ohc,4,141,mpfi,3.78,3.15,9,114,5400,23,28,12940
-1,volvo,gas,std,4,wagon,rwd,front,104.3,188.8,67.2,57.5,3034,ohc,4,141,mpfi,3.78,3.15,9,114,5400,23,28,13415
-2,volvo,gas,std,4,sedan,rwd,front,104.3,188.8,67.2,56.2,2935,ohc,4,141,mpfi,3.78,3.15,9,114,5400,24,28,15985
-1,volvo,gas,std,4,wagon,rwd,front,104.3,188.8,67.2,57.5,3042,ohc,4,141,mpfi,3.78,3.15,9,114,5400,24,28,16515
-2,volvo,gas,turbo,4,sedan,rwd,front,104.3,188.8,67.2,56.2,3045,ohc,4,130,mpfi,3.62,3.15,7,162,5100,17,22,18420
-1,volvo,gas,turbo,4,wagon,rwd,front,104.3,188.8,67.2,57.5,3157,ohc,4,130,mpfi,3.62,3.15,7,162,5100,17,22,18950
-1,volvo,gas,std,4,sedan,rwd,front,109.1,188.8,68.9,55.5,2952,ohc,4,141,mpfi,3.78,3.15,9,114,5400,23,28,16845
-1,volvo,gas,turbo,4,sedan,rwd,front,109.1,188.8,68.8,55.5,3049,ohc,4,141,mpfi,3.78,3.15,8,160,5300,19,25,19045
-1,volvo,gas,std,4,sedan,rwd,front,109.1,188.8,68.9,55.5,3012,ohcv,6,173,mpfi,3.58,2.87,8,134,5500,18,23,21485
-1,volvo,diesel,turbo,4,sedan,rwd,front,109.1,188.8,68.9,55.5,3217,ohc,6,145,idi,3.01,3.4,23,106,4800,26,27,22470
-1,volvo,gas,turbo,4,sedan,rwd,front,109.1,188.8,68.9,55.5,3062,ohc,4,141,mpfi,3.78,3.15,9,114,5400,19,25,22625