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README.md

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-## Auto Miles per Gallon (MPG) Dataset
-
-Following description was taken from [UCI machine learning repository](https://archive.ics.uci.edu/ml/datasets/auto+mpg).
-Source: This dataset was taken from the StatLib library which is maintained at Carnegie Mellon University. The dataset was used in the 1983 American Statistical Association Exposition.
-
-## Data Set Information:
-
-This dataset is a slightly modified version of the dataset provided in the StatLib library. In line with the use by Ross Quinlan (1993) in predicting the attribute "mpg", 8 of the original instances were removed because they had unknown values for the "mpg" attribute. The original dataset is available in the file "auto-mpg.data-original".
-
-"The data concerns city-cycle fuel consumption in miles per gallon, to be predicted in terms of 3 multivalued discrete and 5 continuous attributes." (Quinlan, 1993)
-
-
-## Attribute Information:
-
-- mpg: continuous
-- cylinders: multi-valued discrete
-- displacement: continuous
-- horsepower: continuous
-- weight: continuous
-- acceleration: continuous
-- model year: multi-valued discrete
-- origin: multi-valued discrete
-- car name: string (unique for each instance)
-

auto-mpg.csv

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-mpg,cylinders,displacement,horsepower,weight,acceleration,model year,origin,car name
-18,8,307,130,3504,12,70,1,chevrolet chevelle malibu
-15,8,350,165,3693,11.5,70,1,buick skylark 320
-18,8,318,150,3436,11,70,1,plymouth satellite
-16,8,304,150,3433,12,70,1,amc rebel sst
-17,8,302,140,3449,10.5,70,1,ford torino
-15,8,429,198,4341,10,70,1,ford galaxie 500
-14,8,454,220,4354,9,70,1,chevrolet impala
-14,8,440,215,4312,8.5,70,1,plymouth fury iii
-14,8,455,225,4425,10,70,1,pontiac catalina
-15,8,390,190,3850,8.5,70,1,amc ambassador dpl
-15,8,383,170,3563,10,70,1,dodge challenger se
-14,8,340,160,3609,8,70,1,plymouth 'cuda 340
-15,8,400,150,3761,9.5,70,1,chevrolet monte carlo
-14,8,455,225,3086,10,70,1,buick estate wagon (sw)
-24,4,113,95,2372,15,70,3,toyota corona mark ii
-22,6,198,95,2833,15.5,70,1,plymouth duster
-18,6,199,97,2774,15.5,70,1,amc hornet
-21,6,200,85,2587,16,70,1,ford maverick
-27,4,97,88,2130,14.5,70,3,datsun pl510
-26,4,97,46,1835,20.5,70,2,volkswagen 1131 deluxe sedan
-25,4,110,87,2672,17.5,70,2,peugeot 504
-24,4,107,90,2430,14.5,70,2,audi 100 ls
-25,4,104,95,2375,17.5,70,2,saab 99e
-26,4,121,113,2234,12.5,70,2,bmw 2002
-21,6,199,90,2648,15,70,1,amc gremlin
-10,8,360,215,4615,14,70,1,ford f250
-10,8,307,200,4376,15,70,1,chevy c20
-11,8,318,210,4382,13.5,70,1,dodge d200
-9,8,304,193,4732,18.5,70,1,hi 1200d
-27,4,97,88,2130,14.5,71,3,datsun pl510
-28,4,140,90,2264,15.5,71,1,chevrolet vega 2300
-25,4,113,95,2228,14,71,3,toyota corona
-25,4,98,?,2046,19,71,1,ford pinto
-19,6,232,100,2634,13,71,1,amc gremlin
-16,6,225,105,3439,15.5,71,1,plymouth satellite custom
-17,6,250,100,3329,15.5,71,1,chevrolet chevelle malibu
-19,6,250,88,3302,15.5,71,1,ford torino 500
-18,6,232,100,3288,15.5,71,1,amc matador
-14,8,350,165,4209,12,71,1,chevrolet impala
-14,8,400,175,4464,11.5,71,1,pontiac catalina brougham
-14,8,351,153,4154,13.5,71,1,ford galaxie 500
-14,8,318,150,4096,13,71,1,plymouth fury iii
-12,8,383,180,4955,11.5,71,1,dodge monaco (sw)
-13,8,400,170,4746,12,71,1,ford country squire (sw)
-13,8,400,175,5140,12,71,1,pontiac safari (sw)
-18,6,258,110,2962,13.5,71,1,amc hornet sportabout (sw)
-22,4,140,72,2408,19,71,1,chevrolet vega (sw)
-19,6,250,100,3282,15,71,1,pontiac firebird
-18,6,250,88,3139,14.5,71,1,ford mustang
-23,4,122,86,2220,14,71,1,mercury capri 2000
-28,4,116,90,2123,14,71,2,opel 1900
-30,4,79,70,2074,19.5,71,2,peugeot 304
-30,4,88,76,2065,14.5,71,2,fiat 124b
-31,4,71,65,1773,19,71,3,toyota corolla 1200
-35,4,72,69,1613,18,71,3,datsun 1200
-27,4,97,60,1834,19,71,2,volkswagen model 111
-26,4,91,70,1955,20.5,71,1,plymouth cricket
-24,4,113,95,2278,15.5,72,3,toyota corona hardtop
-25,4,97.5,80,2126,17,72,1,dodge colt hardtop
-23,4,97,54,2254,23.5,72,2,volkswagen type 3
-20,4,140,90,2408,19.5,72,1,chevrolet vega
-21,4,122,86,2226,16.5,72,1,ford pinto runabout
-13,8,350,165,4274,12,72,1,chevrolet impala
-14,8,400,175,4385,12,72,1,pontiac catalina
-15,8,318,150,4135,13.5,72,1,plymouth fury iii
-14,8,351,153,4129,13,72,1,ford galaxie 500
-17,8,304,150,3672,11.5,72,1,amc ambassador sst
-11,8,429,208,4633,11,72,1,mercury marquis
-13,8,350,155,4502,13.5,72,1,buick lesabre custom
-12,8,350,160,4456,13.5,72,1,oldsmobile delta 88 royale
-13,8,400,190,4422,12.5,72,1,chrysler newport royal
-19,3,70,97,2330,13.5,72,3,mazda rx2 coupe
-15,8,304,150,3892,12.5,72,1,amc matador (sw)
-13,8,307,130,4098,14,72,1,chevrolet chevelle concours (sw)
-13,8,302,140,4294,16,72,1,ford gran torino (sw)
-14,8,318,150,4077,14,72,1,plymouth satellite custom (sw)
-18,4,121,112,2933,14.5,72,2,volvo 145e (sw)
-22,4,121,76,2511,18,72,2,volkswagen 411 (sw)
-21,4,120,87,2979,19.5,72,2,peugeot 504 (sw)
-26,4,96,69,2189,18,72,2,renault 12 (sw)
-22,4,122,86,2395,16,72,1,ford pinto (sw)
-28,4,97,92,2288,17,72,3,datsun 510 (sw)
-23,4,120,97,2506,14.5,72,3,toyouta corona mark ii (sw)
-28,4,98,80,2164,15,72,1,dodge colt (sw)
-27,4,97,88,2100,16.5,72,3,toyota corolla 1600 (sw)
-13,8,350,175,4100,13,73,1,buick century 350
-14,8,304,150,3672,11.5,73,1,amc matador
-13,8,350,145,3988,13,73,1,chevrolet malibu
-14,8,302,137,4042,14.5,73,1,ford gran torino
-15,8,318,150,3777,12.5,73,1,dodge coronet custom
-12,8,429,198,4952,11.5,73,1,mercury marquis brougham
-13,8,400,150,4464,12,73,1,chevrolet caprice classic
-13,8,351,158,4363,13,73,1,ford ltd
-14,8,318,150,4237,14.5,73,1,plymouth fury gran sedan
-13,8,440,215,4735,11,73,1,chrysler new yorker brougham
-12,8,455,225,4951,11,73,1,buick electra 225 custom
-13,8,360,175,3821,11,73,1,amc ambassador brougham
-18,6,225,105,3121,16.5,73,1,plymouth valiant
-16,6,250,100,3278,18,73,1,chevrolet nova custom
-18,6,232,100,2945,16,73,1,amc hornet
-18,6,250,88,3021,16.5,73,1,ford maverick
-23,6,198,95,2904,16,73,1,plymouth duster
-26,4,97,46,1950,21,73,2,volkswagen super beetle
-11,8,400,150,4997,14,73,1,chevrolet impala
-12,8,400,167,4906,12.5,73,1,ford country
-13,8,360,170,4654,13,73,1,plymouth custom suburb
-12,8,350,180,4499,12.5,73,1,oldsmobile vista cruiser
-18,6,232,100,2789,15,73,1,amc gremlin
-20,4,97,88,2279,19,73,3,toyota carina
-21,4,140,72,2401,19.5,73,1,chevrolet vega
-22,4,108,94,2379,16.5,73,3,datsun 610
-18,3,70,90,2124,13.5,73,3,maxda rx3
-19,4,122,85,2310,18.5,73,1,ford pinto
-21,6,155,107,2472,14,73,1,mercury capri v6
-26,4,98,90,2265,15.5,73,2,fiat 124 sport coupe
-15,8,350,145,4082,13,73,1,chevrolet monte carlo s
-16,8,400,230,4278,9.5,73,1,pontiac grand prix
-29,4,68,49,1867,19.5,73,2,fiat 128
-24,4,116,75,2158,15.5,73,2,opel manta
-20,4,114,91,2582,14,73,2,audi 100ls
-19,4,121,112,2868,15.5,73,2,volvo 144ea
-15,8,318,150,3399,11,73,1,dodge dart custom
-24,4,121,110,2660,14,73,2,saab 99le
-20,6,156,122,2807,13.5,73,3,toyota mark ii
-11,8,350,180,3664,11,73,1,oldsmobile omega
-20,6,198,95,3102,16.5,74,1,plymouth duster
-21,6,200,?,2875,17,74,1,ford maverick
-19,6,232,100,2901,16,74,1,amc hornet
-15,6,250,100,3336,17,74,1,chevrolet nova
-31,4,79,67,1950,19,74,3,datsun b210
-26,4,122,80,2451,16.5,74,1,ford pinto
-32,4,71,65,1836,21,74,3,toyota corolla 1200
-25,4,140,75,2542,17,74,1,chevrolet vega
-16,6,250,100,3781,17,74,1,chevrolet chevelle malibu classic
-16,6,258,110,3632,18,74,1,amc matador
-18,6,225,105,3613,16.5,74,1,plymouth satellite sebring
-16,8,302,140,4141,14,74,1,ford gran torino
-13,8,350,150,4699,14.5,74,1,buick century luxus (sw)
-14,8,318,150,4457,13.5,74,1,dodge coronet custom (sw)
-14,8,302,140,4638,16,74,1,ford gran torino (sw)
-14,8,304,150,4257,15.5,74,1,amc matador (sw)
-29,4,98,83,2219,16.5,74,2,audi fox
-26,4,79,67,1963,15.5,74,2,volkswagen dasher
-26,4,97,78,2300,14.5,74,2,opel manta
-31,4,76,52,1649,16.5,74,3,toyota corona
-32,4,83,61,2003,19,74,3,datsun 710
-28,4,90,75,2125,14.5,74,1,dodge colt
-24,4,90,75,2108,15.5,74,2,fiat 128
-26,4,116,75,2246,14,74,2,fiat 124 tc
-24,4,120,97,2489,15,74,3,honda civic
-26,4,108,93,2391,15.5,74,3,subaru
-31,4,79,67,2000,16,74,2,fiat x1.9
-19,6,225,95,3264,16,75,1,plymouth valiant custom
-18,6,250,105,3459,16,75,1,chevrolet nova
-15,6,250,72,3432,21,75,1,mercury monarch
-15,6,250,72,3158,19.5,75,1,ford maverick
-16,8,400,170,4668,11.5,75,1,pontiac catalina
-15,8,350,145,4440,14,75,1,chevrolet bel air
-16,8,318,150,4498,14.5,75,1,plymouth grand fury
-14,8,351,148,4657,13.5,75,1,ford ltd
-17,6,231,110,3907,21,75,1,buick century
-16,6,250,105,3897,18.5,75,1,chevroelt chevelle malibu
-15,6,258,110,3730,19,75,1,amc matador
-18,6,225,95,3785,19,75,1,plymouth fury
-21,6,231,110,3039,15,75,1,buick skyhawk
-20,8,262,110,3221,13.5,75,1,chevrolet monza 2+2
-13,8,302,129,3169,12,75,1,ford mustang ii
-29,4,97,75,2171,16,75,3,toyota corolla
-23,4,140,83,2639,17,75,1,ford pinto
-20,6,232,100,2914,16,75,1,amc gremlin
-23,4,140,78,2592,18.5,75,1,pontiac astro
-24,4,134,96,2702,13.5,75,3,toyota corona
-25,4,90,71,2223,16.5,75,2,volkswagen dasher
-24,4,119,97,2545,17,75,3,datsun 710
-18,6,171,97,2984,14.5,75,1,ford pinto
-29,4,90,70,1937,14,75,2,volkswagen rabbit
-19,6,232,90,3211,17,75,1,amc pacer
-23,4,115,95,2694,15,75,2,audi 100ls
-23,4,120,88,2957,17,75,2,peugeot 504
-22,4,121,98,2945,14.5,75,2,volvo 244dl
-25,4,121,115,2671,13.5,75,2,saab 99le
-33,4,91,53,1795,17.5,75,3,honda civic cvcc
-28,4,107,86,2464,15.5,76,2,fiat 131
-25,4,116,81,2220,16.9,76,2,opel 1900
-25,4,140,92,2572,14.9,76,1,capri ii
-26,4,98,79,2255,17.7,76,1,dodge colt
-27,4,101,83,2202,15.3,76,2,renault 12tl
-17.5,8,305,140,4215,13,76,1,chevrolet chevelle malibu classic
-16,8,318,150,4190,13,76,1,dodge coronet brougham
-15.5,8,304,120,3962,13.9,76,1,amc matador
-14.5,8,351,152,4215,12.8,76,1,ford gran torino
-22,6,225,100,3233,15.4,76,1,plymouth valiant
-22,6,250,105,3353,14.5,76,1,chevrolet nova
-24,6,200,81,3012,17.6,76,1,ford maverick
-22.5,6,232,90,3085,17.6,76,1,amc hornet
-29,4,85,52,2035,22.2,76,1,chevrolet chevette
-24.5,4,98,60,2164,22.1,76,1,chevrolet woody
-29,4,90,70,1937,14.2,76,2,vw rabbit
-33,4,91,53,1795,17.4,76,3,honda civic
-20,6,225,100,3651,17.7,76,1,dodge aspen se
-18,6,250,78,3574,21,76,1,ford granada ghia
-18.5,6,250,110,3645,16.2,76,1,pontiac ventura sj
-17.5,6,258,95,3193,17.8,76,1,amc pacer d/l
-29.5,4,97,71,1825,12.2,76,2,volkswagen rabbit
-32,4,85,70,1990,17,76,3,datsun b-210
-28,4,97,75,2155,16.4,76,3,toyota corolla
-26.5,4,140,72,2565,13.6,76,1,ford pinto
-20,4,130,102,3150,15.7,76,2,volvo 245
-13,8,318,150,3940,13.2,76,1,plymouth volare premier v8
-19,4,120,88,3270,21.9,76,2,peugeot 504
-19,6,156,108,2930,15.5,76,3,toyota mark ii
-16.5,6,168,120,3820,16.7,76,2,mercedes-benz 280s
-16.5,8,350,180,4380,12.1,76,1,cadillac seville
-13,8,350,145,4055,12,76,1,chevy c10
-13,8,302,130,3870,15,76,1,ford f108
-13,8,318,150,3755,14,76,1,dodge d100
-31.5,4,98,68,2045,18.5,77,3,honda accord cvcc
-30,4,111,80,2155,14.8,77,1,buick opel isuzu deluxe
-36,4,79,58,1825,18.6,77,2,renault 5 gtl
-25.5,4,122,96,2300,15.5,77,1,plymouth arrow gs
-33.5,4,85,70,1945,16.8,77,3,datsun f-10 hatchback
-17.5,8,305,145,3880,12.5,77,1,chevrolet caprice classic
-17,8,260,110,4060,19,77,1,oldsmobile cutlass supreme
-15.5,8,318,145,4140,13.7,77,1,dodge monaco brougham
-15,8,302,130,4295,14.9,77,1,mercury cougar brougham
-17.5,6,250,110,3520,16.4,77,1,chevrolet concours
-20.5,6,231,105,3425,16.9,77,1,buick skylark
-19,6,225,100,3630,17.7,77,1,plymouth volare custom
-18.5,6,250,98,3525,19,77,1,ford granada
-16,8,400,180,4220,11.1,77,1,pontiac grand prix lj
-15.5,8,350,170,4165,11.4,77,1,chevrolet monte carlo landau
-15.5,8,400,190,4325,12.2,77,1,chrysler cordoba
-16,8,351,149,4335,14.5,77,1,ford thunderbird
-29,4,97,78,1940,14.5,77,2,volkswagen rabbit custom
-24.5,4,151,88,2740,16,77,1,pontiac sunbird coupe
-26,4,97,75,2265,18.2,77,3,toyota corolla liftback
-25.5,4,140,89,2755,15.8,77,1,ford mustang ii 2+2
-30.5,4,98,63,2051,17,77,1,chevrolet chevette
-33.5,4,98,83,2075,15.9,77,1,dodge colt m/m
-30,4,97,67,1985,16.4,77,3,subaru dl
-30.5,4,97,78,2190,14.1,77,2,volkswagen dasher
-22,6,146,97,2815,14.5,77,3,datsun 810
-21.5,4,121,110,2600,12.8,77,2,bmw 320i
-21.5,3,80,110,2720,13.5,77,3,mazda rx-4
-43.1,4,90,48,1985,21.5,78,2,volkswagen rabbit custom diesel
-36.1,4,98,66,1800,14.4,78,1,ford fiesta
-32.8,4,78,52,1985,19.4,78,3,mazda glc deluxe
-39.4,4,85,70,2070,18.6,78,3,datsun b210 gx
-36.1,4,91,60,1800,16.4,78,3,honda civic cvcc
-19.9,8,260,110,3365,15.5,78,1,oldsmobile cutlass salon brougham
-19.4,8,318,140,3735,13.2,78,1,dodge diplomat
-20.2,8,302,139,3570,12.8,78,1,mercury monarch ghia
-19.2,6,231,105,3535,19.2,78,1,pontiac phoenix lj
-20.5,6,200,95,3155,18.2,78,1,chevrolet malibu
-20.2,6,200,85,2965,15.8,78,1,ford fairmont (auto)
-25.1,4,140,88,2720,15.4,78,1,ford fairmont (man)
-20.5,6,225,100,3430,17.2,78,1,plymouth volare
-19.4,6,232,90,3210,17.2,78,1,amc concord
-20.6,6,231,105,3380,15.8,78,1,buick century special
-20.8,6,200,85,3070,16.7,78,1,mercury zephyr
-18.6,6,225,110,3620,18.7,78,1,dodge aspen
-18.1,6,258,120,3410,15.1,78,1,amc concord d/l
-19.2,8,305,145,3425,13.2,78,1,chevrolet monte carlo landau
-17.7,6,231,165,3445,13.4,78,1,buick regal sport coupe (turbo)
-18.1,8,302,139,3205,11.2,78,1,ford futura
-17.5,8,318,140,4080,13.7,78,1,dodge magnum xe
-30,4,98,68,2155,16.5,78,1,chevrolet chevette
-27.5,4,134,95,2560,14.2,78,3,toyota corona
-27.2,4,119,97,2300,14.7,78,3,datsun 510
-30.9,4,105,75,2230,14.5,78,1,dodge omni
-21.1,4,134,95,2515,14.8,78,3,toyota celica gt liftback
-23.2,4,156,105,2745,16.7,78,1,plymouth sapporo
-23.8,4,151,85,2855,17.6,78,1,oldsmobile starfire sx
-23.9,4,119,97,2405,14.9,78,3,datsun 200-sx
-20.3,5,131,103,2830,15.9,78,2,audi 5000
-17,6,163,125,3140,13.6,78,2,volvo 264gl
-21.6,4,121,115,2795,15.7,78,2,saab 99gle
-16.2,6,163,133,3410,15.8,78,2,peugeot 604sl
-31.5,4,89,71,1990,14.9,78,2,volkswagen scirocco
-29.5,4,98,68,2135,16.6,78,3,honda accord lx
-21.5,6,231,115,3245,15.4,79,1,pontiac lemans v6
-19.8,6,200,85,2990,18.2,79,1,mercury zephyr 6
-22.3,4,140,88,2890,17.3,79,1,ford fairmont 4
-20.2,6,232,90,3265,18.2,79,1,amc concord dl 6
-20.6,6,225,110,3360,16.6,79,1,dodge aspen 6
-17,8,305,130,3840,15.4,79,1,chevrolet caprice classic
-17.6,8,302,129,3725,13.4,79,1,ford ltd landau
-16.5,8,351,138,3955,13.2,79,1,mercury grand marquis
-18.2,8,318,135,3830,15.2,79,1,dodge st. regis
-16.9,8,350,155,4360,14.9,79,1,buick estate wagon (sw)
-15.5,8,351,142,4054,14.3,79,1,ford country squire (sw)
-19.2,8,267,125,3605,15,79,1,chevrolet malibu classic (sw)
-18.5,8,360,150,3940,13,79,1,chrysler lebaron town @ country (sw)
-31.9,4,89,71,1925,14,79,2,vw rabbit custom
-34.1,4,86,65,1975,15.2,79,3,maxda glc deluxe
-35.7,4,98,80,1915,14.4,79,1,dodge colt hatchback custom
-27.4,4,121,80,2670,15,79,1,amc spirit dl
-25.4,5,183,77,3530,20.1,79,2,mercedes benz 300d
-23,8,350,125,3900,17.4,79,1,cadillac eldorado
-27.2,4,141,71,3190,24.8,79,2,peugeot 504
-23.9,8,260,90,3420,22.2,79,1,oldsmobile cutlass salon brougham
-34.2,4,105,70,2200,13.2,79,1,plymouth horizon
-34.5,4,105,70,2150,14.9,79,1,plymouth horizon tc3
-31.8,4,85,65,2020,19.2,79,3,datsun 210
-37.3,4,91,69,2130,14.7,79,2,fiat strada custom
-28.4,4,151,90,2670,16,79,1,buick skylark limited
-28.8,6,173,115,2595,11.3,79,1,chevrolet citation
-26.8,6,173,115,2700,12.9,79,1,oldsmobile omega brougham
-33.5,4,151,90,2556,13.2,79,1,pontiac phoenix
-41.5,4,98,76,2144,14.7,80,2,vw rabbit
-38.1,4,89,60,1968,18.8,80,3,toyota corolla tercel
-32.1,4,98,70,2120,15.5,80,1,chevrolet chevette
-37.2,4,86,65,2019,16.4,80,3,datsun 310
-28,4,151,90,2678,16.5,80,1,chevrolet citation
-26.4,4,140,88,2870,18.1,80,1,ford fairmont
-24.3,4,151,90,3003,20.1,80,1,amc concord
-19.1,6,225,90,3381,18.7,80,1,dodge aspen
-34.3,4,97,78,2188,15.8,80,2,audi 4000
-29.8,4,134,90,2711,15.5,80,3,toyota corona liftback
-31.3,4,120,75,2542,17.5,80,3,mazda 626
-37,4,119,92,2434,15,80,3,datsun 510 hatchback
-32.2,4,108,75,2265,15.2,80,3,toyota corolla
-46.6,4,86,65,2110,17.9,80,3,mazda glc
-27.9,4,156,105,2800,14.4,80,1,dodge colt
-40.8,4,85,65,2110,19.2,80,3,datsun 210
-44.3,4,90,48,2085,21.7,80,2,vw rabbit c (diesel)
-43.4,4,90,48,2335,23.7,80,2,vw dasher (diesel)
-36.4,5,121,67,2950,19.9,80,2,audi 5000s (diesel)
-30,4,146,67,3250,21.8,80,2,mercedes-benz 240d
-44.6,4,91,67,1850,13.8,80,3,honda civic 1500 gl
-40.9,4,85,?,1835,17.3,80,2,renault lecar deluxe
-33.8,4,97,67,2145,18,80,3,subaru dl
-29.8,4,89,62,1845,15.3,80,2,vokswagen rabbit
-32.7,6,168,132,2910,11.4,80,3,datsun 280-zx
-23.7,3,70,100,2420,12.5,80,3,mazda rx-7 gs
-35,4,122,88,2500,15.1,80,2,triumph tr7 coupe
-23.6,4,140,?,2905,14.3,80,1,ford mustang cobra
-32.4,4,107,72,2290,17,80,3,honda accord
-27.2,4,135,84,2490,15.7,81,1,plymouth reliant
-26.6,4,151,84,2635,16.4,81,1,buick skylark
-25.8,4,156,92,2620,14.4,81,1,dodge aries wagon (sw)
-23.5,6,173,110,2725,12.6,81,1,chevrolet citation
-30,4,135,84,2385,12.9,81,1,plymouth reliant
-39.1,4,79,58,1755,16.9,81,3,toyota starlet
-39,4,86,64,1875,16.4,81,1,plymouth champ
-35.1,4,81,60,1760,16.1,81,3,honda civic 1300
-32.3,4,97,67,2065,17.8,81,3,subaru
-37,4,85,65,1975,19.4,81,3,datsun 210 mpg
-37.7,4,89,62,2050,17.3,81,3,toyota tercel
-34.1,4,91,68,1985,16,81,3,mazda glc 4
-34.7,4,105,63,2215,14.9,81,1,plymouth horizon 4
-34.4,4,98,65,2045,16.2,81,1,ford escort 4w
-29.9,4,98,65,2380,20.7,81,1,ford escort 2h
-33,4,105,74,2190,14.2,81,2,volkswagen jetta
-34.5,4,100,?,2320,15.8,81,2,renault 18i
-33.7,4,107,75,2210,14.4,81,3,honda prelude
-32.4,4,108,75,2350,16.8,81,3,toyota corolla
-32.9,4,119,100,2615,14.8,81,3,datsun 200sx
-31.6,4,120,74,2635,18.3,81,3,mazda 626
-28.1,4,141,80,3230,20.4,81,2,peugeot 505s turbo diesel
-30.7,6,145,76,3160,19.6,81,2,volvo diesel
-25.4,6,168,116,2900,12.6,81,3,toyota cressida
-24.2,6,146,120,2930,13.8,81,3,datsun 810 maxima
-22.4,6,231,110,3415,15.8,81,1,buick century
-26.6,8,350,105,3725,19,81,1,oldsmobile cutlass ls
-20.2,6,200,88,3060,17.1,81,1,ford granada gl
-17.6,6,225,85,3465,16.6,81,1,chrysler lebaron salon
-28,4,112,88,2605,19.6,82,1,chevrolet cavalier
-27,4,112,88,2640,18.6,82,1,chevrolet cavalier wagon
-34,4,112,88,2395,18,82,1,chevrolet cavalier 2-door
-31,4,112,85,2575,16.2,82,1,pontiac j2000 se hatchback
-29,4,135,84,2525,16,82,1,dodge aries se
-27,4,151,90,2735,18,82,1,pontiac phoenix
-24,4,140,92,2865,16.4,82,1,ford fairmont futura
-23,4,151,?,3035,20.5,82,1,amc concord dl
-36,4,105,74,1980,15.3,82,2,volkswagen rabbit l
-37,4,91,68,2025,18.2,82,3,mazda glc custom l
-31,4,91,68,1970,17.6,82,3,mazda glc custom
-38,4,105,63,2125,14.7,82,1,plymouth horizon miser
-36,4,98,70,2125,17.3,82,1,mercury lynx l
-36,4,120,88,2160,14.5,82,3,nissan stanza xe
-36,4,107,75,2205,14.5,82,3,honda accord
-34,4,108,70,2245,16.9,82,3,toyota corolla
-38,4,91,67,1965,15,82,3,honda civic
-32,4,91,67,1965,15.7,82,3,honda civic (auto)
-38,4,91,67,1995,16.2,82,3,datsun 310 gx
-25,6,181,110,2945,16.4,82,1,buick century limited
-38,6,262,85,3015,17,82,1,oldsmobile cutlass ciera (diesel)
-26,4,156,92,2585,14.5,82,1,chrysler lebaron medallion
-22,6,232,112,2835,14.7,82,1,ford granada l
-32,4,144,96,2665,13.9,82,3,toyota celica gt
-36,4,135,84,2370,13,82,1,dodge charger 2.2
-27,4,151,90,2950,17.3,82,1,chevrolet camaro
-27,4,140,86,2790,15.6,82,1,ford mustang gl
-44,4,97,52,2130,24.6,82,2,vw pickup
-32,4,135,84,2295,11.6,82,1,dodge rampage
-28,4,120,79,2625,18.6,82,1,ford ranger
-31,4,119,82,2720,19.4,82,1,chevy s-10

scikit-learn--auto-mpg/csv-train.parquet

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