Commit 81405bc6 by Rahim Rasool

parent 7abe3f4d
 Data Science Dojo
Copyright (c) 2016 - 2019 --- **Level:** Intermediate
**Recommended Use:** Regression Models
**Domain:** Automobiles
## Auto MPG Data Set ### Can you predict the fuel-efficieny of a car? --- ![](tim-mossholder-680992-unsplash.jpg) --- This *intermediate* level data set has 398 rows and 9 columns and provides mileage, horsepower, model year, and other technical specifications for cars. This data set is recommended for learning and practicing your skills in **exploratory data analysis**, **data visualization**, and **regression modelling techniques**. Feel free to explore the data set with multiple **supervised** and **unsupervised** learning techniques. The Following data dictionary gives more details on this data set: --- ### Data Dictionary **Column Position**|**Attribute Name**|**Description** |**Examples** |**Attribute Type** |**Nulls Ratio** |-------------------|------------------|------------------------------------------------------------|---------------------------|---------------------|----------------| | #1 | mpg | fuel efficiency measured in miles per gallon (mpg) | 9.0, 13.0, 41.5 | quantitative | 0% | | #2 | cylinders | number of cylinders in the engine | 3, 4, 8 | qualitative | 0% | | #3 | displacement | engine displacement (in cubic inches) | 68.0, 112.0, 455.0 | quantitative | 0% | | #4 | horsepower | engine horsepower | 46.0, 70.0, 230.0 | quantitative | 2% | | #5 | weight | vehicle weight (in pounds) | 1613, 3615, 5140 | quantitative | 0% | | #6 | acceleration | time to accelerate from O to 60 mph (in seconds) | 8.00, 15.50, 24.80 | quantitative | 0% | | #7 | model year | model year | 73, 79, 82 | qualitative | 0% | | #8 | origin | origin of car (1: American, 2: European, 3: Japanese) | 1, 2, 3 | qualitative | 0% | | #9 | car name | car name | audi fox, subaru | qualitative | 0% | --- ### Acknowledgement This data set has been sourced from the Machine Learning Repository of University of California, Irvine [Auto MPG Data Set (UC Irvine)](https://archive.ics.uci.edu/ml/datasets/auto+mpg). The UCI page mentions [StatLib (Carnegie Mellon University)](http://lib.stat.cmu.edu/datasets/) as the original source of the data set.
 18.0 8 307.0 130.0 3504. 12.0 70 1 "chevrolet chevelle malibu" 15.0 8 350.0 165.0 3693. 11.5 70 1 "buick skylark 320" 18.0 8 318.0 150.0 3436. 11.0 70 1 "plymouth satellite" 16.0 8 304.0 150.0 3433. 12.0 70 1 "amc rebel sst" 17.0 8 302.0 140.0 3449. 10.5 70 1 "ford torino" 15.0 8 429.0 198.0 4341. 10.0 70 1 "ford galaxie 500" 14.0 8 454.0 220.0 4354. 9.0 70 1 "chevrolet impala" 14.0 8 440.0 215.0 4312. 8.5 70 1 "plymouth fury iii" 14.0 8 455.0 225.0 4425. 10.0 70 1 "pontiac catalina" 15.0 8 390.0 190.0 3850. 8.5 70 1 "amc ambassador dpl" 15.0 8 383.0 170.0 3563. 10.0 70 1 "dodge challenger se" 14.0 8 340.0 160.0 3609. 8.0 70 1 "plymouth 'cuda 340" 15.0 8 400.0 150.0 3761. 9.5 70 1 "chevrolet monte carlo" 14.0 8 455.0 225.0 3086. 10.0 70 1 "buick estate wagon (sw)" 24.0 4 113.0 95.00 2372. 15.0 70 3 "toyota corona mark ii" 22.0 6 198.0 95.00 2833. 15.5 70 1 "plymouth duster" 18.0 6 199.0 97.00 2774. 15.5 70 1 "amc hornet" 21.0 6 200.0 85.00 2587. 16.0 70 1 "ford maverick" 27.0 4 97.00 88.00 2130. 14.5 70 3 "datsun pl510" 26.0 4 97.00 46.00 1835. 20.5 70 2 "volkswagen 1131 deluxe sedan" 25.0 4 110.0 87.00 2672. 17.5 70 2 "peugeot 504" 24.0 4 107.0 90.00 2430. 14.5 70 2 "audi 100 ls" 25.0 4 104.0 95.00 2375. 17.5 70 2 "saab 99e" 26.0 4 121.0 113.0 2234. 12.5 70 2 "bmw 2002" 21.0 6 199.0 90.00 2648. 15.0 70 1 "amc gremlin" 10.0 8 360.0 215.0 4615. 14.0 70 1 "ford f250" 10.0 8 307.0 200.0 4376. 15.0 70 1 "chevy c20" 11.0 8 318.0 210.0 4382. 13.5 70 1 "dodge d200" 9.0 8 304.0 193.0 4732. 18.5 70 1 "hi 1200d" 27.0 4 97.00 88.00 2130. 14.5 71 3 "datsun pl510" 28.0 4 140.0 90.00 2264. 15.5 71 1 "chevrolet vega 2300" 25.0 4 113.0 95.00 2228. 14.0 71 3 "toyota corona" 25.0 4 98.00 ? 2046. 19.0 71 1 "ford pinto" 19.0 6 232.0 100.0 2634. 13.0 71 1 "amc gremlin" 16.0 6 225.0 105.0 3439. 15.5 71 1 "plymouth satellite custom" 17.0 6 250.0 100.0 3329. 15.5 71 1 "chevrolet chevelle malibu" 19.0 6 250.0 88.00 3302. 15.5 71 1 "ford torino 500" 18.0 6 232.0 100.0 3288. 15.5 71 1 "amc matador" 14.0 8 350.0 165.0 4209. 12.0 71 1 "chevrolet impala" 14.0 8 400.0 175.0 4464. 11.5 71 1 "pontiac catalina brougham" 14.0 8 351.0 153.0 4154. 13.5 71 1 "ford galaxie 500" 14.0 8 318.0 150.0 4096. 13.0 71 1 "plymouth fury iii" 12.0 8 383.0 180.0 4955. 11.5 71 1 "dodge monaco (sw)" 13.0 8 400.0 170.0 4746. 12.0 71 1 "ford country squire (sw)" 13.0 8 400.0 175.0 5140. 12.0 71 1 "pontiac safari (sw)" 18.0 6 258.0 110.0 2962. 13.5 71 1 "amc hornet sportabout (sw)" 22.0 4 140.0 72.00 2408. 19.0 71 1 "chevrolet vega (sw)" 19.0 6 250.0 100.0 3282. 15.0 71 1 "pontiac firebird" 18.0 6 250.0 88.00 3139. 14.5 71 1 "ford mustang" 23.0 4 122.0 86.00 2220. 14.0 71 1 "mercury capri 2000" 28.0 4 116.0 90.00 2123. 14.0 71 2 "opel 1900" 30.0 4 79.00 70.00 2074. 19.5 71 2 "peugeot 304" 30.0 4 88.00 76.00 2065. 14.5 71 2 "fiat 124b" 31.0 4 71.00 65.00 1773. 19.0 71 3 "toyota corolla 1200" 35.0 4 72.00 69.00 1613. 18.0 71 3 "datsun 1200" 27.0 4 97.00 60.00 1834. 19.0 71 2 "volkswagen model 111" 26.0 4 91.00 70.00 1955. 20.5 71 1 "plymouth cricket" 24.0 4 113.0 95.00 2278. 15.5 72 3 "toyota corona hardtop" 25.0 4 97.50 80.00 2126. 17.0 72 1 "dodge colt hardtop" 23.0 4 97.00 54.00 2254. 23.5 72 2 "volkswagen type 3" 20.0 4 140.0 90.00 2408. 19.5 72 1 "chevrolet vega" 21.0 4 122.0 86.00 2226. 16.5 72 1 "ford pinto runabout" 13.0 8 350.0 165.0 4274. 12.0 72 1 "chevrolet impala" 14.0 8 400.0 175.0 4385. 12.0 72 1 "pontiac catalina" 15.0 8 318.0 150.0 4135. 13.5 72 1 "plymouth fury iii" 14.0 8 351.0 153.0 4129. 13.0 72 1 "ford galaxie 500" 17.0 8 304.0 150.0 3672. 11.5 72 1 "amc ambassador sst" 11.0 8 429.0 208.0 4633. 11.0 72 1 "mercury marquis" 13.0 8 350.0 155.0 4502. 13.5 72 1 "buick lesabre custom" 12.0 8 350.0 160.0 4456. 13.5 72 1 "oldsmobile delta 88 royale" 13.0 8 400.0 190.0 4422. 12.5 72 1 "chrysler newport royal" 19.0 3 70.00 97.00 2330. 13.5 72 3 "mazda rx2 coupe" 15.0 8 304.0 150.0 3892. 12.5 72 1 "amc matador (sw)" 13.0 8 307.0 130.0 4098. 14.0 72 1 "chevrolet chevelle concours (sw)" 13.0 8 302.0 140.0 4294. 16.0 72 1 "ford gran torino (sw)" 14.0 8 318.0 150.0 4077. 14.0 72 1 "plymouth satellite custom (sw)" 18.0 4 121.0 112.0 2933. 14.5 72 2 "volvo 145e (sw)" 22.0 4 121.0 76.00 2511. 18.0 72 2 "volkswagen 411 (sw)" 21.0 4 120.0 87.00 2979. 19.5 72 2 "peugeot 504 (sw)" 26.0 4 96.00 69.00 2189. 18.0 72 2 "renault 12 (sw)" 22.0 4 122.0 86.00 2395. 16.0 72 1 "ford pinto (sw)" 28.0 4 97.00 92.00 2288. 17.0 72 3 "datsun 510 (sw)" 23.0 4 120.0 97.00 2506. 14.5 72 3 "toyouta corona mark ii (sw)" 28.0 4 98.00 80.00 2164. 15.0 72 1 "dodge colt (sw)" 27.0 4 97.00 88.00 2100. 16.5 72 3 "toyota corolla 1600 (sw)" 13.0 8 350.0 175.0 4100. 13.0 73 1 "buick century 350" 14.0 8 304.0 150.0 3672. 11.5 73 1 "amc matador" 13.0 8 350.0 145.0 3988. 13.0 73 1 "chevrolet malibu" 14.0 8 302.0 137.0 4042. 14.5 73 1 "ford gran torino" 15.0 8 318.0 150.0 3777. 12.5 73 1 "dodge coronet custom" 12.0 8 429.0 198.0 4952. 11.5 73 1 "mercury marquis brougham" 13.0 8 400.0 150.0 4464. 12.0 73 1 "chevrolet caprice classic" 13.0 8 351.0 158.0 4363. 13.0 73 1 "ford ltd" 14.0 8 318.0 150.0 4237. 14.5 73 1 "plymouth fury gran sedan" 13.0 8 440.0 215.0 4735. 11.0 73 1 "chrysler new yorker brougham" 12.0 8 455.0 225.0 4951. 11.0 73 1 "buick electra 225 custom" 13.0 8 360.0 175.0 3821. 11.0 73 1 "amc ambassador brougham" 18.0 6 225.0 105.0 3121. 16.5 73 1 "plymouth valiant" 16.0 6 250.0 100.0 3278. 18.0 73 1 "chevrolet nova custom" 18.0 6 232.0 100.0 2945. 16.0 73 1 "amc hornet" 18.0 6 250.0 88.00 3021. 16.5 73 1 "ford maverick" 23.0 6 198.0 95.00 2904. 16.0 73 1 "plymouth duster" 26.0 4 97.00 46.00 1950. 21.0 73 2 "volkswagen super beetle" 11.0 8 400.0 150.0 4997. 14.0 73 1 "chevrolet impala" 12.0 8 400.0 167.0 4906. 12.5 73 1 "ford country" 13.0 8 360.0 170.0 4654. 13.0 73 1 "plymouth custom suburb" 12.0 8 350.0 180.0 4499. 12.5 73 1 "oldsmobile vista cruiser" 18.0 6 232.0 100.0 2789. 15.0 73 1 "amc gremlin" 20.0 4 97.00 88.00 2279. 19.0 73 3 "toyota carina" 21.0 4 140.0 72.00 2401. 19.5 73 1 "chevrolet vega" 22.0 4 108.0 94.00 2379. 16.5 73 3 "datsun 610" 18.0 3 70.00 90.00 2124. 13.5 73 3 "maxda rx3" 19.0 4 122.0 85.00 2310. 18.5 73 1 "ford pinto" 21.0 6 155.0 107.0 2472. 14.0 73 1 "mercury capri v6" 26.0 4 98.00 90.00 2265. 15.5 73 2 "fiat 124 sport coupe" 15.0 8 350.0 145.0 4082. 13.0 73 1 "chevrolet monte carlo s" 16.0 8 400.0 230.0 4278. 9.50 73 1 "pontiac grand prix" 29.0 4 68.00 49.00 1867. 19.5 73 2 "fiat 128" 24.0 4 116.0 75.00 2158. 15.5 73 2 "opel manta" 20.0 4 114.0 91.00 2582. 14.0 73 2 "audi 100ls" 19.0 4 121.0 112.0 2868. 15.5 73 2 "volvo 144ea" 15.0 8 318.0 150.0 3399. 11.0 73 1 "dodge dart custom" 24.0 4 121.0 110.0 2660. 14.0 73 2 "saab 99le" 20.0 6 156.0 122.0 2807. 13.5 73 3 "toyota mark ii" 11.0 8 350.0 180.0 3664. 11.0 73 1 "oldsmobile omega" 20.0 6 198.0 95.00 3102. 16.5 74 1 "plymouth duster" 21.0 6 200.0 ? 2875. 17.0 74 1 "ford maverick" 19.0 6 232.0 100.0 2901. 16.0 74 1 "amc hornet" 15.0 6 250.0 100.0 3336. 17.0 74 1 "chevrolet nova" 31.0 4 79.00 67.00 1950. 19.0 74 3 "datsun b210" 26.0 4 122.0 80.00 2451. 16.5 74 1 "ford pinto" 32.0 4 71.00 65.00 1836. 21.0 74 3 "toyota corolla 1200" 25.0 4 140.0 75.00 2542. 17.0 74 1 "chevrolet vega" 16.0 6 250.0 100.0 3781. 17.0 74 1 "chevrolet chevelle malibu classic" 16.0 6 258.0 110.0 3632. 18.0 74 1 "amc matador" 18.0 6 225.0 105.0 3613. 16.5 74 1 "plymouth satellite sebring" 16.0 8 302.0 140.0 4141. 14.0 74 1 "ford gran torino" 13.0 8 350.0 150.0 4699. 14.5 74 1 "buick century luxus (sw)" 14.0 8 318.0 150.0 4457. 13.5 74 1 "dodge coronet custom (sw)" 14.0 8 302.0 140.0 4638. 16.0 74 1 "ford gran torino (sw)" 14.0 8 304.0 150.0 4257. 15.5 74 1 "amc matador (sw)" 29.0 4 98.00 83.00 2219. 16.5 74 2 "audi fox" 26.0 4 79.00 67.00 1963. 15.5 74 2 "volkswagen dasher" 26.0 4 97.00 78.00 2300. 14.5 74 2 "opel manta" 31.0 4 76.00 52.00 1649. 16.5 74 3 "toyota corona" 32.0 4 83.00 61.00 2003. 19.0 74 3 "datsun 710" 28.0 4 90.00 75.00 2125. 14.5 74 1 "dodge colt" 24.0 4 90.00 75.00 2108. 15.5 74 2 "fiat 128" 26.0 4 116.0 75.00 2246. 14.0 74 2 "fiat 124 tc" 24.0 4 120.0 97.00 2489. 15.0 74 3 "honda civic" 26.0 4 108.0 93.00 2391. 15.5 74 3 "subaru" 31.0 4 79.00 67.00 2000. 16.0 74 2 "fiat x1.9" 19.0 6 225.0 95.00 3264. 16.0 75 1 "plymouth valiant custom" 18.0 6 250.0 105.0 3459. 16.0 75 1 "chevrolet nova" 15.0 6 250.0 72.00 3432. 21.0 75 1 "mercury monarch" 15.0 6 250.0 72.00 3158. 19.5 75 1 "ford maverick" 16.0 8 400.0 170.0 4668. 11.5 75 1 "pontiac catalina" 15.0 8 350.0 145.0 4440. 14.0 75 1 "chevrolet bel air" 16.0 8 318.0 150.0 4498. 14.5 75 1 "plymouth grand fury" 14.0 8 351.0 148.0 4657. 13.5 75 1 "ford ltd" 17.0 6 231.0 110.0 3907. 21.0 75 1 "buick century" 16.0 6 250.0 105.0 3897. 18.5 75 1 "chevroelt chevelle malibu" 15.0 6 258.0 110.0 3730. 19.0 75 1 "amc matador" 18.0 6 225.0 95.00 3785. 19.0 75 1 "plymouth fury" 21.0 6 231.0 110.0 3039. 15.0 75 1 "buick skyhawk" 20.0 8 262.0 110.0 3221. 13.5 75 1 "chevrolet monza 2+2" 13.0 8 302.0 129.0 3169. 12.0 75 1 "ford mustang ii" 29.0 4 97.00 75.00 2171. 16.0 75 3 "toyota corolla" 23.0 4 140.0 83.00 2639. 17.0 75 1 "ford pinto" 20.0 6 232.0 100.0 2914. 16.0 75 1 "amc gremlin" 23.0 4 140.0 78.00 2592. 18.5 75 1 "pontiac astro" 24.0 4 134.0 96.00 2702. 13.5 75 3 "toyota corona" 25.0 4 90.00 71.00 2223. 16.5 75 2 "volkswagen dasher" 24.0 4 119.0 97.00 2545. 17.0 75 3 "datsun 710" 18.0 6 171.0 97.00 2984. 14.5 75 1 "ford pinto" 29.0 4 90.00 70.00 1937. 14.0 75 2 "volkswagen rabbit" 19.0 6 232.0 90.00 3211. 17.0 75 1 "amc pacer" 23.0 4 115.0 95.00 2694. 15.0 75 2 "audi 100ls" 23.0 4 120.0 88.00 2957. 17.0 75 2 "peugeot 504" 22.0 4 121.0 98.00 2945. 14.5 75 2 "volvo 244dl" 25.0 4 121.0 115.0 2671. 13.5 75 2 "saab 99le" 33.0 4 91.00 53.00 1795. 17.5 75 3 "honda civic cvcc" 28.0 4 107.0 86.00 2464. 15.5 76 2 "fiat 131" 25.0 4 116.0 81.00 2220. 16.9 76 2 "opel 1900" 25.0 4 140.0 92.00 2572. 14.9 76 1 "capri ii" 26.0 4 98.00 79.00 2255. 17.7 76 1 "dodge colt" 27.0 4 101.0 83.00 2202. 15.3 76 2 "renault 12tl" 17.5 8 305.0 140.0 4215. 13.0 76 1 "chevrolet chevelle malibu classic" 16.0 8 318.0 150.0 4190. 13.0 76 1 "dodge coronet brougham" 15.5 8 304.0 120.0 3962. 13.9 76 1 "amc matador" 14.5 8 351.0 152.0 4215. 12.8 76 1 "ford gran torino" 22.0 6 225.0 100.0 3233. 15.4 76 1 "plymouth valiant" 22.0 6 250.0 105.0 3353. 14.5 76 1 "chevrolet nova" 24.0 6 200.0 81.00 3012. 17.6 76 1 "ford maverick" 22.5 6 232.0 90.00 3085. 17.6 76 1 "amc hornet" 29.0 4 85.00 52.00 2035. 22.2 76 1 "chevrolet chevette" 24.5 4 98.00 60.00 2164. 22.1 76 1 "chevrolet woody" 29.0 4 90.00 70.00 1937. 14.2 76 2 "vw rabbit" 33.0 4 91.00 53.00 1795. 17.4 76 3 "honda civic" 20.0 6 225.0 100.0 3651. 17.7 76 1 "dodge aspen se" 18.0 6 250.0 78.00 3574. 21.0 76 1 "ford granada ghia" 18.5 6 250.0 110.0 3645. 16.2 76 1 "pontiac ventura sj" 17.5 6 258.0 95.00 3193. 17.8 76 1 "amc pacer d/l" 29.5 4 97.00 71.00 1825. 12.2 76 2 "volkswagen rabbit" 32.0 4 85.00 70.00 1990. 17.0 76 3 "datsun b-210" 28.0 4 97.00 75.00 2155. 16.4 76 3 "toyota corolla" 26.5 4 140.0 72.00 2565. 13.6 76 1 "ford pinto" 20.0 4 130.0 102.0 3150. 15.7 76 2 "volvo 245" 13.0 8 318.0 150.0 3940. 13.2 76 1 "plymouth volare premier v8" 19.0 4 120.0 88.00 3270. 21.9 76 2 "peugeot 504" 19.0 6 156.0 108.0 2930. 15.5 76 3 "toyota mark ii" 16.5 6 168.0 120.0 3820. 16.7 76 2 "mercedes-benz 280s" 16.5 8 350.0 180.0 4380. 12.1 76 1 "cadillac seville" 13.0 8 350.0 145.0 4055. 12.0 76 1 "chevy c10" 13.0 8 302.0 130.0 3870. 15.0 76 1 "ford f108" 13.0 8 318.0 150.0 3755. 14.0 76 1 "dodge d100" 31.5 4 98.00 68.00 2045. 18.5 77 3 "honda accord cvcc" 30.0 4 111.0 80.00 2155. 14.8 77 1 "buick opel isuzu deluxe" 36.0 4 79.00 58.00 1825. 18.6 77 2 "renault 5 gtl" 25.5 4 122.0 96.00 2300. 15.5 77 1 "plymouth arrow gs" 33.5 4 85.00 70.00 1945. 16.8 77 3 "datsun f-10 hatchback" 17.5 8 305.0 145.0 3880. 12.5 77 1 "chevrolet caprice classic" 17.0 8 260.0 110.0 4060. 19.0 77 1 "oldsmobile cutlass supreme" 15.5 8 318.0 145.0 4140. 13.7 77 1 "dodge monaco brougham" 15.0 8 302.0 130.0 4295. 14.9 77 1 "mercury cougar brougham" 17.5 6 250.0 110.0 3520. 16.4 77 1 "chevrolet concours" 20.5 6 231.0 105.0 3425. 16.9 77 1 "buick skylark" 19.0 6 225.0 100.0 3630. 17.7 77 1 "plymouth volare custom" 18.5 6 250.0 98.00 3525. 19.0 77 1 "ford granada" 16.0 8 400.0 180.0 4220. 11.1 77 1 "pontiac grand prix lj" 15.5 8 350.0 170.0 4165. 11.4 77 1 "chevrolet monte carlo landau" 15.5 8 400.0 190.0 4325. 12.2 77 1 "chrysler cordoba" 16.0 8 351.0 149.0 4335. 14.5 77 1 "ford thunderbird" 29.0 4 97.00 78.00 1940. 14.5 77 2 "volkswagen rabbit custom" 24.5 4 151.0 88.00 2740. 16.0 77 1 "pontiac sunbird coupe" 26.0 4 97.00 75.00 2265. 18.2 77 3 "toyota corolla liftback" 25.5 4 140.0 89.00 2755. 15.8 77 1 "ford mustang ii 2+2" 30.5 4 98.00 63.00 2051. 17.0 77 1 "chevrolet chevette" 33.5 4 98.00 83.00 2075. 15.9 77 1 "dodge colt m/m" 30.0 4 97.00 67.00 1985. 16.4 77 3 "subaru dl" 30.5 4 97.00 78.00 2190. 14.1 77 2 "volkswagen dasher" 22.0 6 146.0 97.00 2815. 14.5 77 3 "datsun 810" 21.5 4 121.0 110.0 2600. 12.8 77 2 "bmw 320i" 21.5 3 80.00 110.0 2720. 13.5 77 3 "mazda rx-4" 43.1 4 90.00 48.00 1985. 21.5 78 2 "volkswagen rabbit custom diesel" 36.1 4 98.00 66.00 1800. 14.4 78 1 "ford fiesta" 32.8 4 78.00 52.00 1985. 19.4 78 3 "mazda glc deluxe" 39.4 4 85.00 70.00 2070. 18.6 78 3 "datsun b210 gx" 36.1 4 91.00 60.00 1800. 16.4 78 3 "honda civic cvcc" 19.9 8 260.0 110.0 3365. 15.5 78 1 "oldsmobile cutlass salon brougham" 19.4 8 318.0 140.0 3735. 13.2 78 1 "dodge diplomat" 20.2 8 302.0 139.0 3570. 12.8 78 1 "mercury monarch ghia" 19.2 6 231.0 105.0 3535. 19.2 78 1 "pontiac phoenix lj" 20.5 6 200.0 95.00 3155. 18.2 78 1 "chevrolet malibu" 20.2 6 200.0 85.00 2965. 15.8 78 1 "ford fairmont (auto)" 25.1 4 140.0 88.00 2720. 15.4 78 1 "ford fairmont (man)" 20.5 6 225.0 100.0 3430. 17.2 78 1 "plymouth volare" 19.4 6 232.0 90.00 3210. 17.2 78 1 "amc concord" 20.6 6 231.0 105.0 3380. 15.8 78 1 "buick century special" 20.8 6 200.0 85.00 3070. 16.7 78 1 "mercury zephyr" 18.6 6 225.0 110.0 3620. 18.7 78 1 "dodge aspen" 18.1 6 258.0 120.0 3410. 15.1 78 1 "amc concord d/l" 19.2 8 305.0 145.0 3425. 13.2 78 1 "chevrolet monte carlo landau" 17.7 6 231.0 165.0 3445. 13.4 78 1 "buick regal sport coupe (turbo)" 18.1 8 302.0 139.0 3205. 11.2 78 1 "ford futura" 17.5 8 318.0 140.0 4080. 13.7 78 1 "dodge magnum xe" 30.0 4 98.00 68.00 2155. 16.5 78 1 "chevrolet chevette" 27.5 4 134.0 95.00 2560. 14.2 78 3 "toyota corona" 27.2 4 119.0 97.00 2300. 14.7 78 3 "datsun 510" 30.9 4 105.0 75.00 2230. 14.5 78 1 "dodge omni" 21.1 4 134.0 95.00 2515. 14.8 78 3 "toyota celica gt liftback" 23.2 4 156.0 105.0 2745. 16.7 78 1 "plymouth sapporo" 23.8 4 151.0 85.00 2855. 17.6 78 1 "oldsmobile starfire sx" 23.9 4 119.0 97.00 2405. 14.9 78 3 "datsun 200-sx" 20.3 5 131.0 103.0 2830. 15.9 78 2 "audi 5000" 17.0 6 163.0 125.0 3140. 13.6 78 2 "volvo 264gl" 21.6 4 121.0 115.0 2795. 15.7 78 2 "saab 99gle" 16.2 6 163.0 133.0 3410. 15.8 78 2 "peugeot 604sl" 31.5 4 89.00 71.00 1990. 14.9 78 2 "volkswagen scirocco" 29.5 4 98.00 68.00 2135. 16.6 78 3 "honda accord lx" 21.5 6 231.0 115.0 3245. 15.4 79 1 "pontiac lemans v6" 19.8 6 200.0 85.00 2990. 18.2 79 1 "mercury zephyr 6" 22.3 4 140.0 88.00 2890. 17.3 79 1 "ford fairmont 4" 20.2 6 232.0 90.00 3265. 18.2 79 1 "amc concord dl 6" 20.6 6 225.0 110.0 3360. 16.6 79 1 "dodge aspen 6" 17.0 8 305.0 130.0 3840. 15.4 79 1 "chevrolet caprice classic" 17.6 8 302.0 129.0 3725. 13.4 79 1 "ford ltd landau" 16.5 8 351.0 138.0 3955. 13.2 79 1 "mercury grand marquis" 18.2 8 318.0 135.0 3830. 15.2 79 1 "dodge st. regis" 16.9 8 350.0 155.0 4360. 14.9 79 1 "buick estate wagon (sw)" 15.5 8 351.0 142.0 4054. 14.3 79 1 "ford country squire (sw)" 19.2 8 267.0 125.0 3605. 15.0 79 1 "chevrolet malibu classic (sw)" 18.5 8 360.0 150.0 3940. 13.0 79 1 "chrysler lebaron town @ country (sw)" 31.9 4 89.00 71.00 1925. 14.0 79 2 "vw rabbit custom" 34.1 4 86.00 65.00 1975. 15.2 79 3 "maxda glc deluxe" 35.7 4 98.00 80.00 1915. 14.4 79 1 "dodge colt hatchback custom" 27.4 4 121.0 80.00 2670. 15.0 79 1 "amc spirit dl" 25.4 5 183.0 77.00 3530. 20.1 79 2 "mercedes benz 300d" 23.0 8 350.0 125.0 3900. 17.4 79 1 "cadillac eldorado" 27.2 4 141.0 71.00 3190. 24.8 79 2 "peugeot 504" 23.9 8 260.0 90.00 3420. 22.2 79 1 "oldsmobile cutlass salon brougham" 34.2 4 105.0 70.00 2200. 13.2 79 1 "plymouth horizon" 34.5 4 105.0 70.00 2150. 14.9 79 1 "plymouth horizon tc3" 31.8 4 85.00 65.00 2020. 19.2 79 3 "datsun 210" 37.3 4 91.00 69.00 2130. 14.7 79 2 "fiat strada custom" 28.4 4 151.0 90.00 2670. 16.0 79 1 "buick skylark limited" 28.8 6 173.0 115.0 2595. 11.3 79 1 "chevrolet citation" 26.8 6 173.0 115.0 2700. 12.9 79 1 "oldsmobile omega brougham" 33.5 4 151.0 90.00 2556. 13.2 79 1 "pontiac phoenix" 41.5 4 98.00 76.00 2144. 14.7 80 2 "vw rabbit" 38.1 4 89.00 60.00 1968. 18.8 80 3 "toyota corolla tercel" 32.1 4 98.00 70.00 2120. 15.5 80 1 "chevrolet chevette" 37.2 4 86.00 65.00 2019. 16.4 80 3 "datsun 310" 28.0 4 151.0 90.00 2678. 16.5 80 1 "chevrolet citation" 26.4 4 140.0 88.00 2870. 18.1 80 1 "ford fairmont" 24.3 4 151.0 90.00 3003. 20.1 80 1 "amc concord" 19.1 6 225.0 90.00 3381. 18.7 80 1 "dodge aspen" 34.3 4 97.00 78.00 2188. 15.8 80 2 "audi 4000" 29.8 4 134.0 90.00 2711. 15.5 80 3 "toyota corona liftback" 31.3 4 120.0 75.00 2542. 17.5 80 3 "mazda 626" 37.0 4 119.0 92.00 2434. 15.0 80 3 "datsun 510 hatchback" 32.2 4 108.0 75.00 2265. 15.2 80 3 "toyota corolla" 46.6 4 86.00 65.00 2110. 17.9 80 3 "mazda glc" 27.9 4 156.0 105.0 2800. 14.4 80 1 "dodge colt" 40.8 4 85.00 65.00 2110. 19.2 80 3 "datsun 210" 44.3 4 90.00 48.00 2085. 21.7 80 2 "vw rabbit c (diesel)" 43.4 4 90.00 48.00 2335. 23.7 80 2 "vw dasher (diesel)" 36.4 5 121.0 67.00 2950. 19.9 80 2 "audi 5000s (diesel)" 30.0 4 146.0 67.00 3250. 21.8 80 2 "mercedes-benz 240d" 44.6 4 91.00 67.00 1850. 13.8 80 3 "honda civic 1500 gl" 40.9 4 85.00 ? 1835. 17.3 80 2 "renault lecar deluxe" 33.8 4 97.00 67.00 2145. 18.0 80 3 "subaru dl" 29.8 4 89.00 62.00 1845. 15.3 80 2 "vokswagen rabbit" 32.7 6 168.0 132.0 2910. 11.4 80 3 "datsun 280-zx" 23.7 3 70.00 100.0 2420. 12.5 80 3 "mazda rx-7 gs" 35.0 4 122.0 88.00 2500. 15.1 80 2 "triumph tr7 coupe" 23.6 4 140.0 ? 2905. 14.3 80 1 "ford mustang cobra" 32.4 4 107.0 72.00 2290. 17.0 80 3 "honda accord" 27.2 4 135.0 84.00 2490. 15.7 81 1 "plymouth reliant" 26.6 4 151.0 84.00 2635. 16.4 81 1 "buick skylark" 25.8 4 156.0 92.00 2620. 14.4 81 1 "dodge aries wagon (sw)" 23.5 6 173.0 110.0 2725. 12.6 81 1 "chevrolet citation" 30.0 4 135.0 84.00 2385. 12.9 81 1 "plymouth reliant" 39.1 4 79.00 58.00 1755. 16.9 81 3 "toyota starlet" 39.0 4 86.00 64.00 1875. 16.4 81 1 "plymouth champ" 35.1 4 81.00 60.00 1760. 16.1 81 3 "honda civic 1300" 32.3 4 97.00 67.00 2065. 17.8 81 3 "subaru" 37.0 4 85.00 65.00 1975. 19.4 81 3 "datsun 210 mpg" 37.7 4 89.00 62.00 2050. 17.3 81 3 "toyota tercel" 34.1 4 91.00 68.00 1985. 16.0 81 3 "mazda glc 4" 34.7 4 105.0 63.00 2215. 14.9 81 1 "plymouth horizon 4" 34.4 4 98.00 65.00 2045. 16.2 81 1 "ford escort 4w" 29.9 4 98.00 65.00 2380. 20.7 81 1 "ford escort 2h" 33.0 4 105.0 74.00 2190. 14.2 81 2 "volkswagen jetta" 34.5 4 100.0 ? 2320. 15.8 81 2 "renault 18i" 33.7 4 107.0 75.00 2210. 14.4 81 3 "honda prelude" 32.4 4 108.0 75.00 2350. 16.8 81 3 "toyota corolla" 32.9 4 119.0 100.0 2615. 14.8 81 3 "datsun 200sx" 31.6 4 120.0 74.00 2635. 18.3 81 3 "mazda 626" 28.1 4 141.0 80.00 3230. 20.4 81 2 "peugeot 505s turbo diesel" 30.7 6 145.0 76.00 3160. 19.6 81 2 "volvo diesel" 25.4 6 168.0 116.0 2900. 12.6 81 3 "toyota cressida" 24.2 6 146.0 120.0 2930. 13.8 81 3 "datsun 810 maxima" 22.4 6 231.0 110.0 3415. 15.8 81 1 "buick century" 26.6 8 350.0 105.0 3725. 19.0 81 1 "oldsmobile cutlass ls" 20.2 6 200.0 88.00 3060. 17.1 81 1 "ford granada gl" 17.6 6 225.0 85.00 3465. 16.6 81 1 "chrysler lebaron salon" 28.0 4 112.0 88.00 2605. 19.6 82 1 "chevrolet cavalier" 27.0 4 112.0 88.00 2640. 18.6 82 1 "chevrolet cavalier wagon" 34.0 4 112.0 88.00 2395. 18.0 82 1 "chevrolet cavalier 2-door" 31.0 4 112.0 85.00 2575. 16.2 82 1 "pontiac j2000 se hatchback" 29.0 4 135.0 84.00 2525. 16.0 82 1 "dodge aries se" 27.0 4 151.0 90.00 2735. 18.0 82 1 "pontiac phoenix" 24.0 4 140.0 92.00 2865. 16.4 82 1 "ford fairmont futura" 23.0 4 151.0 ? 3035. 20.5 82 1 "amc concord dl" 36.0 4 105.0 74.00 1980. 15.3 82 2 "volkswagen rabbit l" 37.0 4 91.00 68.00 2025. 18.2 82 3 "mazda glc custom l" 31.0 4 91.00 68.00 1970. 17.6 82 3 "mazda glc custom" 38.0 4 105.0 63.00 2125. 14.7 82 1 "plymouth horizon miser" 36.0 4 98.00 70.00 2125. 17.3 82 1 "mercury lynx l" 36.0 4 120.0 88.00 2160. 14.5 82 3 "nissan stanza xe" 36.0 4 107.0 75.00 2205. 14.5 82 3 "honda accord" 34.0 4 108.0 70.00 2245 16.9 82 3 "toyota corolla" 38.0 4 91.00 67.00 1965. 15.0 82 3 "honda civic" 32.0 4 91.00 67.00 1965. 15.7 82 3 "honda civic (auto)" 38.0 4 91.00 67.00 1995. 16.2 82 3 "datsun 310 gx" 25.0 6 181.0 110.0 2945. 16.4 82 1 "buick century limited" 38.0 6 262.0 85.00 3015. 17.0 82 1 "oldsmobile cutlass ciera (diesel)" 26.0 4 156.0 92.00 2585. 14.5 82 1 "chrysler lebaron medallion" 22.0 6 232.0 112.0 2835 14.7 82 1 "ford granada l" 32.0 4 144.0 96.00 2665. 13.9 82 3 "toyota celica gt" 36.0 4 135.0 84.00 2370. 13.0 82 1 "dodge charger 2.2" 27.0 4 151.0 90.00 2950. 17.3 82 1 "chevrolet camaro" 27.0 4 140.0 86.00 2790. 15.6 82 1 "ford mustang gl" 44.0 4 97.00 52.00 2130. 24.6 82 2 "vw pickup" 32.0 4 135.0 84.00 2295. 11.6 82 1 "dodge rampage" 28.0 4 120.0 79.00 2625. 18.6 82 1 "ford ranger" 31.0 4 119.0 82.00 2720. 19.4 82 1 "chevy s-10"

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