MasumBhuiyan/linear-regression
Tabular Regression
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Updated
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2
Datasets:
Dataset Viewer
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
|
|---|---|---|---|---|---|---|---|---|
18
| 8
| 307
|
130
| 3,504
| 12
| 70
| 1
|
chevrolet chevelle malibu
|
15
| 8
| 350
|
165
| 3,693
| 11.5
| 70
| 1
|
buick skylark 320
|
18
| 8
| 318
|
150
| 3,436
| 11
| 70
| 1
|
plymouth satellite
|
16
| 8
| 304
|
150
| 3,433
| 12
| 70
| 1
|
amc rebel sst
|
17
| 8
| 302
|
140
| 3,449
| 10.5
| 70
| 1
|
ford torino
|
15
| 8
| 429
|
198
| 4,341
| 10
| 70
| 1
|
ford galaxie 500
|
14
| 8
| 454
|
220
| 4,354
| 9
| 70
| 1
|
chevrolet impala
|
14
| 8
| 440
|
215
| 4,312
| 8.5
| 70
| 1
|
plymouth fury iii
|
14
| 8
| 455
|
225
| 4,425
| 10
| 70
| 1
|
pontiac catalina
|
15
| 8
| 390
|
190
| 3,850
| 8.5
| 70
| 1
|
amc ambassador dpl
|
15
| 8
| 383
|
170
| 3,563
| 10
| 70
| 1
|
dodge challenger se
|
14
| 8
| 340
|
160
| 3,609
| 8
| 70
| 1
|
plymouth 'cuda 340
|
15
| 8
| 400
|
150
| 3,761
| 9.5
| 70
| 1
|
chevrolet monte carlo
|
14
| 8
| 455
|
225
| 3,086
| 10
| 70
| 1
|
buick estate wagon (sw)
|
24
| 4
| 113
|
95
| 2,372
| 15
| 70
| 3
|
toyota corona mark ii
|
22
| 6
| 198
|
95
| 2,833
| 15.5
| 70
| 1
|
plymouth duster
|
18
| 6
| 199
|
97
| 2,774
| 15.5
| 70
| 1
|
amc hornet
|
21
| 6
| 200
|
85
| 2,587
| 16
| 70
| 1
|
ford maverick
|
27
| 4
| 97
|
88
| 2,130
| 14.5
| 70
| 3
|
datsun pl510
|
26
| 4
| 97
|
46
| 1,835
| 20.5
| 70
| 2
|
volkswagen 1131 deluxe sedan
|
25
| 4
| 110
|
87
| 2,672
| 17.5
| 70
| 2
|
peugeot 504
|
24
| 4
| 107
|
90
| 2,430
| 14.5
| 70
| 2
|
audi 100 ls
|
25
| 4
| 104
|
95
| 2,375
| 17.5
| 70
| 2
|
saab 99e
|
26
| 4
| 121
|
113
| 2,234
| 12.5
| 70
| 2
|
bmw 2002
|
21
| 6
| 199
|
90
| 2,648
| 15
| 70
| 1
|
amc gremlin
|
10
| 8
| 360
|
215
| 4,615
| 14
| 70
| 1
|
ford f250
|
10
| 8
| 307
|
200
| 4,376
| 15
| 70
| 1
|
chevy c20
|
11
| 8
| 318
|
210
| 4,382
| 13.5
| 70
| 1
|
dodge d200
|
9
| 8
| 304
|
193
| 4,732
| 18.5
| 70
| 1
|
hi 1200d
|
27
| 4
| 97
|
88
| 2,130
| 14.5
| 71
| 3
|
datsun pl510
|
28
| 4
| 140
|
90
| 2,264
| 15.5
| 71
| 1
|
chevrolet vega 2300
|
25
| 4
| 113
|
95
| 2,228
| 14
| 71
| 3
|
toyota corona
|
25
| 4
| 98
|
?
| 2,046
| 19
| 71
| 1
|
ford pinto
|
19
| 6
| 232
|
100
| 2,634
| 13
| 71
| 1
|
amc gremlin
|
16
| 6
| 225
|
105
| 3,439
| 15.5
| 71
| 1
|
plymouth satellite custom
|
17
| 6
| 250
|
100
| 3,329
| 15.5
| 71
| 1
|
chevrolet chevelle malibu
|
19
| 6
| 250
|
88
| 3,302
| 15.5
| 71
| 1
|
ford torino 500
|
18
| 6
| 232
|
100
| 3,288
| 15.5
| 71
| 1
|
amc matador
|
14
| 8
| 350
|
165
| 4,209
| 12
| 71
| 1
|
chevrolet impala
|
14
| 8
| 400
|
175
| 4,464
| 11.5
| 71
| 1
|
pontiac catalina brougham
|
14
| 8
| 351
|
153
| 4,154
| 13.5
| 71
| 1
|
ford galaxie 500
|
14
| 8
| 318
|
150
| 4,096
| 13
| 71
| 1
|
plymouth fury iii
|
12
| 8
| 383
|
180
| 4,955
| 11.5
| 71
| 1
|
dodge monaco (sw)
|
13
| 8
| 400
|
170
| 4,746
| 12
| 71
| 1
|
ford country squire (sw)
|
13
| 8
| 400
|
175
| 5,140
| 12
| 71
| 1
|
pontiac safari (sw)
|
18
| 6
| 258
|
110
| 2,962
| 13.5
| 71
| 1
|
amc hornet sportabout (sw)
|
22
| 4
| 140
|
72
| 2,408
| 19
| 71
| 1
|
chevrolet vega (sw)
|
19
| 6
| 250
|
100
| 3,282
| 15
| 71
| 1
|
pontiac firebird
|
18
| 6
| 250
|
88
| 3,139
| 14.5
| 71
| 1
|
ford mustang
|
23
| 4
| 122
|
86
| 2,220
| 14
| 71
| 1
|
mercury capri 2000
|
28
| 4
| 116
|
90
| 2,123
| 14
| 71
| 2
|
opel 1900
|
30
| 4
| 79
|
70
| 2,074
| 19.5
| 71
| 2
|
peugeot 304
|
30
| 4
| 88
|
76
| 2,065
| 14.5
| 71
| 2
|
fiat 124b
|
31
| 4
| 71
|
65
| 1,773
| 19
| 71
| 3
|
toyota corolla 1200
|
35
| 4
| 72
|
69
| 1,613
| 18
| 71
| 3
|
datsun 1200
|
27
| 4
| 97
|
60
| 1,834
| 19
| 71
| 2
|
volkswagen model 111
|
26
| 4
| 91
|
70
| 1,955
| 20.5
| 71
| 1
|
plymouth cricket
|
24
| 4
| 113
|
95
| 2,278
| 15.5
| 72
| 3
|
toyota corona hardtop
|
25
| 4
| 97.5
|
80
| 2,126
| 17
| 72
| 1
|
dodge colt hardtop
|
23
| 4
| 97
|
54
| 2,254
| 23.5
| 72
| 2
|
volkswagen type 3
|
20
| 4
| 140
|
90
| 2,408
| 19.5
| 72
| 1
|
chevrolet vega
|
21
| 4
| 122
|
86
| 2,226
| 16.5
| 72
| 1
|
ford pinto runabout
|
13
| 8
| 350
|
165
| 4,274
| 12
| 72
| 1
|
chevrolet impala
|
14
| 8
| 400
|
175
| 4,385
| 12
| 72
| 1
|
pontiac catalina
|
15
| 8
| 318
|
150
| 4,135
| 13.5
| 72
| 1
|
plymouth fury iii
|
14
| 8
| 351
|
153
| 4,129
| 13
| 72
| 1
|
ford galaxie 500
|
17
| 8
| 304
|
150
| 3,672
| 11.5
| 72
| 1
|
amc ambassador sst
|
11
| 8
| 429
|
208
| 4,633
| 11
| 72
| 1
|
mercury marquis
|
13
| 8
| 350
|
155
| 4,502
| 13.5
| 72
| 1
|
buick lesabre custom
|
12
| 8
| 350
|
160
| 4,456
| 13.5
| 72
| 1
|
oldsmobile delta 88 royale
|
13
| 8
| 400
|
190
| 4,422
| 12.5
| 72
| 1
|
chrysler newport royal
|
19
| 3
| 70
|
97
| 2,330
| 13.5
| 72
| 3
|
mazda rx2 coupe
|
15
| 8
| 304
|
150
| 3,892
| 12.5
| 72
| 1
|
amc matador (sw)
|
13
| 8
| 307
|
130
| 4,098
| 14
| 72
| 1
|
chevrolet chevelle concours (sw)
|
13
| 8
| 302
|
140
| 4,294
| 16
| 72
| 1
|
ford gran torino (sw)
|
14
| 8
| 318
|
150
| 4,077
| 14
| 72
| 1
|
plymouth satellite custom (sw)
|
18
| 4
| 121
|
112
| 2,933
| 14.5
| 72
| 2
|
volvo 145e (sw)
|
22
| 4
| 121
|
76
| 2,511
| 18
| 72
| 2
|
volkswagen 411 (sw)
|
21
| 4
| 120
|
87
| 2,979
| 19.5
| 72
| 2
|
peugeot 504 (sw)
|
26
| 4
| 96
|
69
| 2,189
| 18
| 72
| 2
|
renault 12 (sw)
|
22
| 4
| 122
|
86
| 2,395
| 16
| 72
| 1
|
ford pinto (sw)
|
28
| 4
| 97
|
92
| 2,288
| 17
| 72
| 3
|
datsun 510 (sw)
|
23
| 4
| 120
|
97
| 2,506
| 14.5
| 72
| 3
|
toyouta corona mark ii (sw)
|
28
| 4
| 98
|
80
| 2,164
| 15
| 72
| 1
|
dodge colt (sw)
|
27
| 4
| 97
|
88
| 2,100
| 16.5
| 72
| 3
|
toyota corolla 1600 (sw)
|
13
| 8
| 350
|
175
| 4,100
| 13
| 73
| 1
|
buick century 350
|
14
| 8
| 304
|
150
| 3,672
| 11.5
| 73
| 1
|
amc matador
|
13
| 8
| 350
|
145
| 3,988
| 13
| 73
| 1
|
chevrolet malibu
|
14
| 8
| 302
|
137
| 4,042
| 14.5
| 73
| 1
|
ford gran torino
|
15
| 8
| 318
|
150
| 3,777
| 12.5
| 73
| 1
|
dodge coronet custom
|
12
| 8
| 429
|
198
| 4,952
| 11.5
| 73
| 1
|
mercury marquis brougham
|
13
| 8
| 400
|
150
| 4,464
| 12
| 73
| 1
|
chevrolet caprice classic
|
13
| 8
| 351
|
158
| 4,363
| 13
| 73
| 1
|
ford ltd
|
14
| 8
| 318
|
150
| 4,237
| 14.5
| 73
| 1
|
plymouth fury gran sedan
|
13
| 8
| 440
|
215
| 4,735
| 11
| 73
| 1
|
chrysler new yorker brougham
|
12
| 8
| 455
|
225
| 4,951
| 11
| 73
| 1
|
buick electra 225 custom
|
13
| 8
| 360
|
175
| 3,821
| 11
| 73
| 1
|
amc ambassador brougham
|
18
| 6
| 225
|
105
| 3,121
| 16.5
| 73
| 1
|
plymouth valiant
|
16
| 6
| 250
|
100
| 3,278
| 18
| 73
| 1
|
chevrolet nova custom
|
18
| 6
| 232
|
100
| 2,945
| 16
| 73
| 1
|
amc hornet
|
End of preview. Expand
in Data Studio
Auto Miles per Gallon (MPG) Dataset
Following description was taken from UCI machine learning repository. 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)
- Downloads last month
- 351
Size of downloaded dataset files:
17.7 kB
Size of the auto-converted Parquet files:
14.2 kB
Number of rows:
398
Models trained or fine-tuned on scikit-learn/auto-mpg