a) Is there an association between engine size and horsepower? (Consider the four categories for Hp listed in the data file)?

Provide meaningful descriptive statistics about the data such as mean, median, standard deviation, range, quartiles, IQR, fences, outliers, etc. and put this data in a table. Include charts that will best display the data - usually bar graphs, histograms, regression plots, are effective. Make sure your tables and charts are appropriately labeled and clearly discussed in your text.

Manufacturer	Origin	Model	Type	Passengers	Price	Price_Category	CityMPG	CityMPG_Category	HighwayMPG	HighwayMPG_Category	EngineSize	Enginesize_Category	Horsepower	Horsepower_Category	FuelTank	Weight	Weight_Category	Mean Miles Per Gallon
Mazda	non-US	RX-7	Sporty	2	32.5	Expensive	17	Poor	25	Poor	1.3	Small	255	>=200	20	2895	< 1.5 Ton	21
Chevrolet	US	Corvette	Sporty	2	38	Expensive	17	Poor	25	Poor	5.7	Large	300	>=200	20	3380	> 1.5 Ton	21
Hyundai	non-US	Scoupe	Sporty	4	10	Cheap	26	Good	34	Good	1.5	Small	92	<100	11.9	2285	< 1.5 Ton	30
Honda	non-US	Prelude	Sporty	4	19.8	Moderate	24	Good	31	Good	2.3	Medium	160	150 to <200	15.9	2865	< 1.5 Ton	27.5
Honda	non-US	Accord	Compact	4	17.5	Moderate	24	Good	31	Good	2.2	Medium	140	100 to <150	17	3040	> 1.5 Ton	27.5
Honda	non-US	Civic	Small	4	12.1	Cheap	42	Good	46	Good	1.5	Small	102	100 to <150	11.9	2350	< 1.5 Ton	44
Geo	non-US	Storm	Sporty	4	12.5	Cheap	30	Good	36	Good	1.6	Small	90	<100	12.4	2475	< 1.5 Ton	33
Ford	US	Festiva	Small	4	7.4	Cheap	31	Good	33	Good	1.3	Small	63	<100	10	1845	< 1.5 Ton	32
Dodge	US	Stealth	Sporty	4	25.8	Expensive	18	Poor	24	Poor	3	Large	300	>=200	19.8	3805	> 1.5 Ton	21
Ford	US	Mustang	Sporty	4	15.9	Moderate	22	Good	29	Poor	2.3	Medium	105	100 to <150	15.4	2850	< 1.5 Ton	25.5
Geo	non-US	Metro	Small	4	8.4	Cheap	46	Good	50	Good	1	Small	55	<100	10.6	1695	< 1.5 Ton	48
Ford	US	Probe	Sporty	4	14	Cheap	24	Good	30	Good	2	Medium	115	100 to <150	15.5	2710	< 1.5 Ton	27
Suzuki	non-US	Swift	Small	4	8.6	Cheap	39	Good	43	Good	1.3	Small	70	<100	10.6	1965	< 1.5 Ton	41
Subaru	non-US	Justy	Small	4	8.4	Cheap	33	Good	37	Good	1.2	Small	73	<100	9.2	2045	< 1.5 Ton	35
Toyota	non-US	Celica	Sporty	4	18.4	Moderate	25	Good	32	Good	2.2	Medium	135	100 to <150	15.9	2950	< 1.5 Ton	28.5
Volkswagen	non-US	Corrado	Sporty	4	23.3	Expensive	18	Poor	25	Poor	2.8	Medium	178	150 to <200	18.5	2810	< 1.5 Ton	21.5
Volkswagen	non-US	Fox	Small	4	9.1	Cheap	25	Good	33	Good	1.8	Small	81	<100	12.4	2240	< 1.5 Ton	29
Pontiac	US	Firebird	Sporty	4	17.7	Moderate	19	Poor	28	Poor	3.4	Large	160	150 to <200	15.5	3240	> 1.5 Ton	23.5
Mazda	non-US	323	Small	4	8.3	Cheap	29	Good	37	Good	1.6	Small	82	<100	13.2	2325	< 1.5 Ton	33
Lexus	non-US	SC300	Midsize	4	35.2	Expensive	18	Poor	23	Poor	3	Large	225	>=200	20.6	3515	> 1.5 Ton	20.5
Mercury	US	Capri	Sporty	4	14.1	Cheap	23	Good	26	Poor	1.6	Small	100	100 to <150	11.1	2450	< 1.5 Ton	24.5
Pontiac	US	LeMans	Small	4	9	Cheap	31	Good	41	Good	1.6	Small	74	<100	13.2	2350	< 1.5 Ton	36
Plymouth	US	Laser	Sporty	4	14.4	Cheap	23	Good	30	Good	1.8	Small	92	<100	15.9	2640	< 1.5 Ton	26.5
BMW	non-US	535i	Midsize	4	30	Expensive	22	Good	30	Good	3.5	Large	208	>=200	21.1	3640	> 1.5 Ton	26
Chevrolet	US	Camaro	Sporty	4	15.1	Moderate	19	Poor	28	Poor	3.4	Large	160	150 to <200	15.5	3240	> 1.5 Ton	23.5
Nissan	non-US	Sentra	Small	5	11.8	Cheap	29	Good	33	Good	1.6	Small	110	100 to <150	13.2	2545	< 1.5 Ton	31
Nissan	non-US	Altima	Compact	5	15.7	Moderate	24	Good	30	Good	2.4	Medium	150	150 to <200	15.9	3050	> 1.5 Ton	27
Oldsmobile	US	Cutlass_Ci	Midsize	5	16.3	Moderate	23	Good	31	Good	2.2	Medium	110	100 to <150	16.5	2890	< 1.5 Ton	27
Oldsmobile	US	Achieva	Compact	5	13.5	Cheap	24	Good	31	Good	2.3	Medium	155	150 to <200	15.2	2910	< 1.5 Ton	27.5
Nissan	non-US	Maxima	Midsize	5	21.5	Expensive	21	Good	26	Poor	3	Large	160	150 to <200	18.5	3200	> 1.5 Ton	23.5
Mitsubishi	non-US	Diamante	Midsize	5	26.1	Expensive	18	Poor	24	Poor	3	Large	202	>=200	19	3730	> 1.5 Ton	21
Mazda	non-US	626	Compact	5	16.5	Moderate	26	Good	34	Good	2.5	Medium	164	150 to <200	15.5	2970	< 1.5 Ton	30
Mazda	non-US	Protege	Small	5	11.6	Cheap	28	Good	36	Good	1.8	Small	103	100 to <150	14.5	2440	< 1.5 Ton	32
Cadillac	US	Seville	Midsize	5	40.1	Expensive	16	Poor	25	Poor	4.6	Large	295	>=200	20	3935	> 1.5 Ton	20.5
Mercedes-Benz	non-US	190E	Compact	5	31.9	Expensive	20	Poor	29	Poor	2.3	Medium	130	100 to <150	14.5	2920	< 1.5 Ton	24.5
Mitsubishi	non-US	Mirage	Small	5	10.3	Cheap	29	Good	33	Good	1.5	Small	92	<100	13.2	2295	< 1.5 Ton	31
Mercury	US	Cougar	Midsize	5	14.9	Cheap	19	Poor	26	Poor	3.8	Large	140	100 to <150	18	3610	> 1.5 Ton	22.5
Buick	US	Riviera	Midsize	5	26.3	Expensive	19	Poor	27	Poor	3.8	Large	170	150 to <200	18.8	3495	> 1.5 Ton	23
Acura	non-US	Legend	Midsize	5	33.9	Expensive	18	Poor	25	Poor	3.2	Large	200	>=200	18	3560	> 1.5 Ton	21.5
Toyota	non-US	Camry	Midsize	5	18.2	Moderate	22	Good	29	Poor	2.2	Medium	130	100 to <150	18.5	3030	> 1.5 Ton	25.5
Audi	non-US	90	Compact	5	29.1	Expensive	20	Poor	26	Poor	2.8	Medium	172	150 to <200	16.9	3375	> 1.5 Ton	23
Volkswagen	non-US	Passat	Compact	5	20	Expensive	21	Good	30	Good	2	Medium	134	100 to <150	18.5	2985	< 1.5 Ton	25.5
Volvo	non-US	850	Midsize	5	26.7	Expensive	20	Poor	28	Poor	2.4	Medium	168	150 to <200	19.3	3245	> 1.5 Ton	24
Volvo	non-US	240	Compact	5	22.7	Expensive	21	Good	28	Poor	2.3	Medium	114	100 to <150	15.8	2985	< 1.5 Ton	24.5
Acura	non-US	Integra	Small	5	15.9	Moderate	25	Good	31	Good	1.8	Small	140	100 to <150	13.2	2705	< 1.5 Ton	28
Saab	non-US	900	Compact	5	28.7	Expensive	20	Poor	26	Poor	2.1	Medium	140	100 to <150	18	2775	< 1.5 Ton	23
Pontiac	US	Grand_Prix	Midsize	5	18.5	Moderate	19	Poor	27	Poor	3.4	Large	200	>=200	16.5	3450	> 1.5 Ton	23
Pontiac	US	Sunbird	Compact	5	11.1	Cheap	23	Good	31	Good	2	Medium	110	100 to <150	15.2	2575	< 1.5 Ton	27
Saturn	US	SL	Small	5	11.1	Cheap	28	Good	38	Good	1.9	Small	85	<100	12.8	2495	< 1.5 Ton	33
Toyota	non-US	Tercel	Small	5	9.8	Cheap	32	Good	37	Good	1.5	Small	82	<100	11.9	2055	< 1.5 Ton	34.5
Subaru	non-US	Legacy	Compact	5	19.5	Moderate	23	Good	30	Good	2.2	Medium	130	100 to <150	15.9	3085	> 1.5 Ton	26.5
Subaru	non-US	Loyale	Small	5	10.9	Cheap	25	Good	30	Good	1.8	Small	90	<100	15.9	2490	< 1.5 Ton	27.5
Hyundai	non-US	Excel	Small	5	8	Cheap	29	Good	33	Good	1.5	Small	81	<100	11.9	2345	< 1.5 Ton	31
Hyundai	non-US	Elantra	Small	5	10	Cheap	22	Good	29	Poor	1.8	Small	124	100 to <150	13.7	2620	< 1.5 Ton	25.5
Chevrolet	US	Corsica	Compact	5	11.4	Cheap	25	Good	34	Good	2.2	Medium	110	100 to <150	15.6	2785	< 1.5 Ton	29.5
Eagle	US	Summit	Small	5	12.2	Cheap	29	Good	33	Good	1.5	Small	92	<100	13.2	2295	< 1.5 Ton	31
Ford	US	Taurus	Midsize	5	20.2	Expensive	21	Good	30	Good	3	Large	140	100 to <150	16	3325	> 1.5 Ton	25.5
Ford	US	Tempo	Compact	5	11.3	Cheap	22	Good	27	Poor	2.3	Medium	96	<100	15.9	2690	< 1.5 Ton	24.5
Ford	US	Escort	Small	5	10.1	Cheap	23	Good	30	Good	1.8	Small	127	100 to <150	13.2	2530	< 1.5 Ton	26.5
Hyundai	non-US	Sonata	Midsize	5	13.9	Cheap	20	Poor	27	Poor	2	Medium	128	100 to <150	17.2	2885	< 1.5 Ton	23.5
Dodge	US	Shadow	Small	5	11.3	Cheap	23	Good	29	Poor	2.2	Medium	93	<100	14	2670	< 1.5 Ton	26
Chevrolet	US	Cavalier	Compact	5	13.4	Cheap	25	Good	36	Good	2.2	Medium	110	100 to <150	15.2	2490	< 1.5 Ton	30.5
Dodge	US	Colt	Small	5	9.2	Cheap	29	Good	33	Good	1.5	Small	92	<100	13.2	2270	< 1.5 Ton	31
Infiniti	non-US	Q45	Midsize	5	47.9	Expensive	17	Poor	22	Poor	4.5	Large	278	>=200	22.5	4000	> 1.5 Ton	19.5
Lexus	non-US	ES300	Midsize	5	28	Expensive	18	Poor	24	Poor	3	Large	185	150 to <200	18.5	3510	> 1.5 Ton	21
Chrysler	US	LeBaron	Compact	6	15.8	Moderate	23	Good	28	Poor	3	Large	141	100 to <150	16	3085	> 1.5 Ton	25.5
Pontiac	US	Bonneville	Large	6	24.4	Expensive	19	Poor	28	Poor	3.8	Large	170	150 to <200	18	3495	> 1.5 Ton	23.5
Chrylser	US	Concorde	Large	6	18.4	Moderate	20	Poor	28	Poor	3.3	Large	153	150 to <200	18	3515	> 1.5 Ton	24
Dodge	US	Spirit	Compact	6	13.3	Cheap	22	Good	27	Poor	2.5	Medium	100	100 to <150	16	2970	< 1.5 Ton	24.5
Eagle	US	Vision	Large	6	19.3	Moderate	20	Poor	28	Poor	3.5	Large	214	>=200	18	3490	> 1.5 Ton	24
Dodge	US	Dynasty	Midsize	6	15.6	Moderate	21	Good	27	Poor	2.5	Medium	100	100 to <150	16	3080	> 1.5 Ton	24
Audi	non-US	100	Midsize	6	37.7	Expensive	19	Poor	26	Poor	2.8	Medium	172	150 to <200	21.1	3405	> 1.5 Ton	22.5
Chrysler	US	Imperial	Large	6	29.5	Expensive	20	Poor	26	Poor	3.3	Large	147	100 to <150	16	3570	> 1.5 Ton	23
Buick	US	Century	Midsize	6	15.7	Moderate	22	Good	31	Good	2.2	Medium	110	100 to <150	16.4	2880	< 1.5 Ton	26.5
Chevrolet	US	Caprice	Large	6	18.8	Moderate	17	Poor	26	Poor	5	Large	170	150 to <200	23	3910	> 1.5 Ton	21.5
Lincoln	US	Continenta	Midsize	6	34.3	Expensive	17	Poor	26	Poor	3.8	Large	160	150 to <200	18.4	3695	> 1.5 Ton	21.5
Cadillac	US	DeVille	Large	6	34.7	Expensive	16	Poor	25	Poor	4.9	Large	200	>=200	18	3620	> 1.5 Ton	20.5
Chevrolet	US	Lumina	Midsize	6	15.9	Moderate	21	Good	29	Poor	2.2	Medium	110	100 to <150	16.5	3195	> 1.5 Ton	25
Oldsmobile	US	Eighty-Eig	Large	6	20.7	Expensive	19	Poor	28	Poor	3.8	Large	170	150 to <200	18	3470	> 1.5 Ton	23.5
Ford	US	Crown_Vict	Large	6	20.9	Expensive	18	Poor	26	Poor	4.6	Large	190	150 to <200	20	3950	> 1.5 Ton	22
Buick	US	LeSabre	Large	6	20.8	Expensive	19	Poor	28	Poor	3.8	Large	170	150 to <200	18	3470	> 1.5 Ton	23.5
Buick	US	Roadmaster	Large	6	23.7	Expensive	16	Poor	25	Poor	5.7	Large	180	150 to <200	23	4105	> 1.5 Ton	20.5
Lincoln	US	Town_Car	Large	6	36.1	Expensive	18	Poor	26	Poor	4.6	Large	210	>=200	20	4055	> 1.5 Ton	22
Volkswagen	non-US	Eurovan	Van	7	19.7	Moderate	17	Poor	21	Poor	2.5	Medium	109	100 to <150	21.1	3960	> 1.5 Ton	19
Dodge	US	Caravan	Van	7	19	Moderate	17	Poor	21	Poor	3	Large	142	100 to <150	20	3705	> 1.5 Ton	19
Mazda	non-US	MPV	Van	7	19.1	Moderate	18	Poor	24	Poor	3	Large	155	150 to <200	19.6	3735	> 1.5 Ton	21
Oldsmobile	US	Silhouette	Van	7	19.5	Moderate	18	Poor	23	Poor	3.8	Large	170	150 to <200	20	3715	> 1.5 Ton	20.5
Ford	US	Aerostar	Van	7	19.9	Moderate	15	Poor	20	Poor	3	Large	145	100 to <150	21	3735	> 1.5 Ton	17.5
Chevrolet	US	Lumina_APV	Van	7	16.3	Moderate	18	Poor	23	Poor	3.8	Large	170	150 to <200	20	3715	> 1.5 Ton	20.5
Toyota	non-US	Previa	Van	7	22.7	Expensive	18	Poor	22	Poor	2.4	Medium	138	100 to <150	19.8	3785	> 1.5 Ton	20
Nissan	non-US	Quest	Van	7	19.1	Moderate	17	Poor	23	Poor	3	Large	151	150 to <200	20	4100	> 1.5 Ton	20
Chevrolet	US	Astro	Van	8	16.6	Moderate	15	Poor	20	Poor	4.3	Large	165	150 to <200	27	4025	> 1.5 Ton	17.5
										correlation coefficient (r ) =	0.733198