Datasets:
scikit-learn
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auto-mpg

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1
mpg
float64
9
46.6
cylinders
int64
3
8
displacement
float64
68
455
horsepower
stringlengths
1
3
weight
int64
1.61k
5.14k
acceleration
float64
8
24.8
model year
int64
70
82
origin
int64
1
3
car name
stringlengths
6
36
23.9
8
260
90
3,420
22.2
79
1
oldsmobile cutlass salon brougham
34.2
4
105
70
2,200
13.2
79
1
plymouth horizon
34.5
4
105
70
2,150
14.9
79
1
plymouth horizon tc3
31.8
4
85
65
2,020
19.2
79
3
datsun 210
37.3
4
91
69
2,130
14.7
79
2
fiat strada custom
28.4
4
151
90
2,670
16
79
1
buick skylark limited
28.8
6
173
115
2,595
11.3
79
1
chevrolet citation
26.8
6
173
115
2,700
12.9
79
1
oldsmobile omega brougham
33.5
4
151
90
2,556
13.2
79
1
pontiac phoenix
41.5
4
98
76
2,144
14.7
80
2
vw rabbit
38.1
4
89
60
1,968
18.8
80
3
toyota corolla tercel
32.1
4
98
70
2,120
15.5
80
1
chevrolet chevette
37.2
4
86
65
2,019
16.4
80
3
datsun 310
28
4
151
90
2,678
16.5
80
1
chevrolet citation
26.4
4
140
88
2,870
18.1
80
1
ford fairmont
24.3
4
151
90
3,003
20.1
80
1
amc concord
19.1
6
225
90
3,381
18.7
80
1
dodge aspen
34.3
4
97
78
2,188
15.8
80
2
audi 4000
29.8
4
134
90
2,711
15.5
80
3
toyota corona liftback
31.3
4
120
75
2,542
17.5
80
3
mazda 626
37
4
119
92
2,434
15
80
3
datsun 510 hatchback
32.2
4
108
75
2,265
15.2
80
3
toyota corolla
46.6
4
86
65
2,110
17.9
80
3
mazda glc
27.9
4
156
105
2,800
14.4
80
1
dodge colt
40.8
4
85
65
2,110
19.2
80
3
datsun 210
44.3
4
90
48
2,085
21.7
80
2
vw rabbit c (diesel)
43.4
4
90
48
2,335
23.7
80
2
vw dasher (diesel)
36.4
5
121
67
2,950
19.9
80
2
audi 5000s (diesel)
30
4
146
67
3,250
21.8
80
2
mercedes-benz 240d
44.6
4
91
67
1,850
13.8
80
3
honda civic 1500 gl
40.9
4
85
?
1,835
17.3
80
2
renault lecar deluxe
33.8
4
97
67
2,145
18
80
3
subaru dl
29.8
4
89
62
1,845
15.3
80
2
vokswagen rabbit
32.7
6
168
132
2,910
11.4
80
3
datsun 280-zx
23.7
3
70
100
2,420
12.5
80
3
mazda rx-7 gs
35
4
122
88
2,500
15.1
80
2
triumph tr7 coupe
23.6
4
140
?
2,905
14.3
80
1
ford mustang cobra
32.4
4
107
72
2,290
17
80
3
honda accord
27.2
4
135
84
2,490
15.7
81
1
plymouth reliant
26.6
4
151
84
2,635
16.4
81
1
buick skylark
25.8
4
156
92
2,620
14.4
81
1
dodge aries wagon (sw)
23.5
6
173
110
2,725
12.6
81
1
chevrolet citation
30
4
135
84
2,385
12.9
81
1
plymouth reliant
39.1
4
79
58
1,755
16.9
81
3
toyota starlet
39
4
86
64
1,875
16.4
81
1
plymouth champ
35.1
4
81
60
1,760
16.1
81
3
honda civic 1300
32.3
4
97
67
2,065
17.8
81
3
subaru
37
4
85
65
1,975
19.4
81
3
datsun 210 mpg
37.7
4
89
62
2,050
17.3
81
3
toyota tercel
34.1
4
91
68
1,985
16
81
3
mazda glc 4
34.7
4
105
63
2,215
14.9
81
1
plymouth horizon 4
34.4
4
98
65
2,045
16.2
81
1
ford escort 4w
29.9
4
98
65
2,380
20.7
81
1
ford escort 2h
33
4
105
74
2,190
14.2
81
2
volkswagen jetta
34.5
4
100
?
2,320
15.8
81
2
renault 18i
33.7
4
107
75
2,210
14.4
81
3
honda prelude
32.4
4
108
75
2,350
16.8
81
3
toyota corolla
32.9
4
119
100
2,615
14.8
81
3
datsun 200sx
31.6
4
120
74
2,635
18.3
81
3
mazda 626
28.1
4
141
80
3,230
20.4
81
2
peugeot 505s turbo diesel
30.7
6
145
76
3,160
19.6
81
2
volvo diesel
25.4
6
168
116
2,900
12.6
81
3
toyota cressida
24.2
6
146
120
2,930
13.8
81
3
datsun 810 maxima
22.4
6
231
110
3,415
15.8
81
1
buick century
26.6
8
350
105
3,725
19
81
1
oldsmobile cutlass ls
20.2
6
200
88
3,060
17.1
81
1
ford granada gl
17.6
6
225
85
3,465
16.6
81
1
chrysler lebaron salon
28
4
112
88
2,605
19.6
82
1
chevrolet cavalier
27
4
112
88
2,640
18.6
82
1
chevrolet cavalier wagon
34
4
112
88
2,395
18
82
1
chevrolet cavalier 2-door
31
4
112
85
2,575
16.2
82
1
pontiac j2000 se hatchback
29
4
135
84
2,525
16
82
1
dodge aries se
27
4
151
90
2,735
18
82
1
pontiac phoenix
24
4
140
92
2,865
16.4
82
1
ford fairmont futura
23
4
151
?
3,035
20.5
82
1
amc concord dl
36
4
105
74
1,980
15.3
82
2
volkswagen rabbit l
37
4
91
68
2,025
18.2
82
3
mazda glc custom l
31
4
91
68
1,970
17.6
82
3
mazda glc custom
38
4
105
63
2,125
14.7
82
1
plymouth horizon miser
36
4
98
70
2,125
17.3
82
1
mercury lynx l
36
4
120
88
2,160
14.5
82
3
nissan stanza xe
36
4
107
75
2,205
14.5
82
3
honda accord
34
4
108
70
2,245
16.9
82
3
toyota corolla
38
4
91
67
1,965
15
82
3
honda civic
32
4
91
67
1,965
15.7
82
3
honda civic (auto)
38
4
91
67
1,995
16.2
82
3
datsun 310 gx
25
6
181
110
2,945
16.4
82
1
buick century limited
38
6
262
85
3,015
17
82
1
oldsmobile cutlass ciera (diesel)
26
4
156
92
2,585
14.5
82
1
chrysler lebaron medallion
22
6
232
112
2,835
14.7
82
1
ford granada l
32
4
144
96
2,665
13.9
82
3
toyota celica gt
36
4
135
84
2,370
13
82
1
dodge charger 2.2
27
4
151
90
2,950
17.3
82
1
chevrolet camaro
27
4
140
86
2,790
15.6
82
1
ford mustang gl
44
4
97
52
2,130
24.6
82
2
vw pickup
32
4
135
84
2,295
11.6
82
1
dodge rampage
28
4
120
79
2,625
18.6
82
1
ford ranger
31
4
119
82
2,720
19.4
82
1
chevy s-10