SnapAnalytx

Data Dictionary

Num	Attribute Name	Type	Range Low	Range High	Values
1	Cylinders	Multi-Valued Number	NA	NA	4,6,8
2	Displacement	Number	68	455	NA
3	Horsepower	Number	46	230	NA
4	Weight	Number	1613	5140	NA
5	Acceleration	Number	8.5	24.6	NA
6	Model Year	Number	70	82	NA
7	Origin	Multi-valued Number	NA	NA	1,2,3
8	Car Name	String	NA	NA	NA
9	Miles Per Gallon (mpg)	Number	0	32	NA

Notes: "Miles Per Gallon (mpg)" is the target attribute.
Here is additional description of the data set.

Download Table

Sample data used to train the model

Cylinders	Displacement	Horsepower	Weight	Accelaration	Model Year	Origin	Car Name	MPG
6	250	100	3329	15.5	71	1	chevrolet chevelle malibu	17
4	98	80	2164	15	72	1	dodge colt (sw)	28
8	351	142	4054	14.3	79	1	ford country squire (sw)	15.5
4	140	?	2905	14.3	80	1	ford mustang cobra	23.6
4	89	60	1968	18.8	80	3	toyota corolla tercel	38.1
4	122	80	2451	16.5	74	1	ford pinto	26
4	98	?	2046	19	71	1	ford pinto	25
3	70	90	2124	13.5	73	3	maxda rx3	18
8	351	158	4363	13	73	1	ford ltd	13
4	120	97	2489	15	74	3	honda civic	24
4	76	52	1649	16.5	74	3	toyota corona	31
4	97	88	2100	16.5	72	3	toyota corolla 1600 (sw)	27
8	267	125	3605	15	79	1	chevrolet malibu classic (sw)	19.2
6	225	90	3381	18.7	80	1	dodge aspen	19.1
8	400	180	4220	11.1	77	1	pontiac grand prix lj	16
8	260	110	3365	15.5	78	1	oldsmobile cutlass salon brougham	19.9
4	86	65	2110	17.9	80	3	mazda glc	46.6
4	90	71	2223	16.5	75	2	volkswagen dasher	25
4	151	85	2855	17.6	78	1	oldsmobile starfire sx	23.8
4	108	94	2379	16.5	73	3	datsun 610	22
8	429	208	4633	11	72	1	mercury marquis	11
4	98	70	2125	17.3	82	1	mercury lynx l	36
4	156	92	2620	14.4	81	1	dodge aries wagon (sw)	25.8
4	97	75	2171	16	75	3	toyota corolla	29
4	151	90	2678	16.5	80	1	chevrolet citation	28
8	305	145	3425	13.2	78	1	chevrolet monte carlo landau	19.2
4	105	74	2190	14.2	81	2	volkswagen jetta	33
4	98	83	2075	15.9	77	1	dodge colt m/m	33.5
8	318	210	4382	13.5	70	1	dodge d200	11
8	318	150	4237	14.5	73	1	plymouth fury gran sedan	14
4	120	74	2635	18.3	81	3	mazda 626	31.6
4	96	69	2189	18	72	2	renault 12 (sw)	26
4	105	63	2215	14.9	81	1	plymouth horizon 4	34.7
4	116	81	2220	16.9	76	2	opel 1900	25
4	140	89	2755	15.8	77	1	ford mustang ii 2+2	25.5
4	86	64	1875	16.4	81	1	plymouth champ	39
4	119	100	2615	14.8	81	3	datsun 200sx	32.9
4	97	67	2145	18	80	3	subaru dl	33.8
4	107	72	2290	17	80	3	honda accord	32.4
8	304	120	3962	13.9	76	1	amc matador	15.5
6	155	107	2472	14	73	1	mercury capri v6	21
4	79	67	2000	16	74	2	fiat x1.9	31
6	198	95	2833	15.5	70	1	plymouth duster	22
6	258	110	2962	13.5	71	1	amc hornet sportabout (sw)	18
4	112	88	2395	18	82	1	chevrolet cavalier 2-door	34
4	135	84	2525	16	82	1	dodge aries se	29
4	97	75	2155	16.4	76	3	toyota corolla	28
8	351	152	4215	12.8	76	1	ford gran torino	14.5
6	232	100	2914	16	75	1	amc gremlin	20
4	156	105	2800	14.4	80	1	dodge colt	27.9
4	85	65	2020	19.2	79	3	datsun 210	31.8
6	163	133	3410	15.8	78	2	peugeot 604sl	16.2
4	144	96	2665	13.9	82	3	toyota celica gt	32
4	90	75	2125	14.5	74	1	dodge colt	28
6	232	100	2901	16	74	1	amc hornet	19
6	173	115	2595	11.3	79	1	chevrolet citation	28.8
4	134	90	2711	15.5	80	3	toyota corona liftback	29.8
6	156	108	2930	15.5	76	3	toyota mark ii	19
4	140	72	2408	19	71	1	chevrolet vega (sw)	22
8	304	150	3672	11.5	73	1	amc matador	14
6	250	88	3021	16.5	73	1	ford maverick	18
8	350	150	4699	14.5	74	1	buick century luxus (sw)	13
6	232	112	2835	14.7	82	1	ford granada l	22
4	120	88	3270	21.9	76	2	peugeot 504	19
8	440	215	4312	8.5	70	1	plymouth fury iii	14
4	140	72	2401	19.5	73	1	chevrolet vega	21
4	85	70	1990	17	76	3	datsun b-210	32
8	318	150	4457	13.5	74	1	dodge coronet custom (sw)	14
8	305	140	4215	13	76	1	chevrolet chevelle malibu classic	17.5
6	171	97	2984	14.5	75	1	ford pinto	18
4	91	67	1965	15.7	82	3	honda civic (auto)	32
4	97	67	2065	17.8	81	3	subaru	32.3
4	120	97	2506	14.5	72	3	toyouta corona mark ii (sw)	23
6	199	90	2648	15	70	1	amc gremlin	21
4	97	78	2300	14.5	74	2	opel manta	26
8	307	130	3504	12	70	1	chevrolet chevelle malibu	18
4	97	88	2279	19	73	3	toyota carina	20
4	121	112	2868	15.5	73	2	volvo 144ea	19
6	250	72	3158	19.5	75	1	ford maverick	15
6	250	105	3353	14.5	76	1	chevrolet nova	22
4	120	75	2542	17.5	80	3	mazda 626	31.3
4	146	67	3250	21.8	80	2	mercedes-benz 240d	30
4	140	72	2565	13.6	76	1	ford pinto	26.5
4	121	80	2670	15	79	1	amc spirit dl	27.4
6	200	?	2875	17	74	1	ford maverick	21
6	232	90	3210	17.2	78	1	amc concord	19.4
8	302	129	3169	12	75	1	ford mustang ii	13
4	97	52	2130	24.6	82	2	vw pickup	44
4	91	69	2130	14.7	79	2	fiat strada custom	37.3
6	231	105	3380	15.8	78	1	buick century special	20.6
4	140	83	2639	17	75	1	ford pinto	23
4	98	66	1800	14.4	78	1	ford fiesta	36.1
4	151	?	3035	20.5	82	1	amc concord dl	23
4	105	70	2150	14.9	79	1	plymouth horizon tc3	34.5
6	231	110	3415	15.8	81	1	buick century	22.4
4	97	67	1985	16.4	77	3	subaru dl	30
6	250	88	3302	15.5	71	1	ford torino 500	19
4	68	49	1867	19.5	73	2	fiat 128	29
4	90	70	1937	14.2	76	2	vw rabbit	29
6	168	120	3820	16.7	76	2	mercedes-benz 280s	16.5

Notes: Only 100 rows are shown here. The sample data used to train the model has 318 rows. Download the full sample dataset.

Predict Auto Mileage (Miles Per Gallon)