Split (1)

train · 50k rows

Model stringclasses 11 values	Year int64 2.01k 2.02k	Region stringclasses 6 values	Color stringclasses 6 values	Fuel_Type stringclasses 4 values	Transmission stringclasses 2 values	Engine_Size_L float64 1.5 5	Mileage_KM int64 3 200k	Price_USD int64 30k 120k	Sales_Volume int64 100 10k	Sales_Classification stringclasses 2 values
3 Series	2,023	South America	Black	Electric	Manual	3.6	192,527	57,103	8,658	High
3 Series	2,020	North America	White	Hybrid	Automatic	4.4	71,937	117,874	7,581	High
i3	2,016	Middle East	Blue	Diesel	Automatic	3.3	197,724	35,433	7,929	High
i8	2,015	South America	Red	Electric	Manual	1.9	117,984	111,458	6,893	Low
M3	2,024	Europe	Grey	Diesel	Manual	4.9	153,233	46,615	5,953	Low
5 Series	2,021	Europe	White	Diesel	Manual	2.5	83,976	31,938	2,784	Low
i8	2,019	Asia	Grey	Diesel	Manual	5	141,313	115,950	5,316	Low
M3	2,013	Africa	Grey	Hybrid	Manual	1.5	119,606	109,539	6,509	Low
7 Series	2,023	Asia	Red	Diesel	Automatic	3.2	187,505	100,627	2,345	Low
7 Series	2,020	Africa	White	Petrol	Manual	4	143,100	91,784	4,322	Low
X6	2,019	South America	Black	Diesel	Automatic	4.7	4,371	93,776	4,701	Low
X5	2,021	Middle East	Blue	Petrol	Automatic	4.2	116,355	70,909	2,986	Low
3 Series	2,011	Middle East	Black	Diesel	Automatic	2.4	12,304	34,879	7,547	High
X3	2,020	South America	White	Hybrid	Manual	2.4	24,344	100,706	4,953	Low
3 Series	2,022	Europe	Blue	Electric	Automatic	2.7	123,416	61,992	6,134	Low
5 Series	2,020	Asia	Grey	Hybrid	Automatic	1.9	179,839	72,846	5,323	Low
X1	2,024	North America	Black	Hybrid	Manual	3.8	127,481	115,626	963	Low
X1	2,018	Europe	Blue	Hybrid	Manual	4.8	3,061	37,691	845	Low
3 Series	2,019	Asia	White	Diesel	Automatic	3.7	85,976	116,179	7,469	High
3 Series	2,020	Europe	Blue	Petrol	Manual	3.4	112,553	69,629	7,086	High
5 Series	2,014	Asia	Blue	Electric	Automatic	3.3	76,190	35,330	1,421	Low
5 Series	2,014	Europe	White	Diesel	Manual	3.6	155,130	119,323	1,654	Low
7 Series	2,020	Africa	Black	Hybrid	Automatic	4	58,971	31,225	7,747	High
i3	2,021	Europe	Black	Hybrid	Manual	4.3	150,006	115,583	7,961	High
M3	2,012	South America	Black	Hybrid	Automatic	3.9	127,743	86,778	7,197	High
X5	2,022	North America	White	Hybrid	Manual	4	63,790	75,802	6,353	Low
X3	2,012	South America	Red	Diesel	Automatic	4.8	181,198	41,005	4,876	Low
X3	2,010	Asia	Red	Electric	Manual	4.6	141,290	87,376	4,374	Low
X1	2,021	Europe	Red	Electric	Manual	4.4	175,922	112,439	8,364	High
3 Series	2,020	Middle East	Silver	Electric	Manual	1.7	138,806	55,099	2,990	Low
7 Series	2,014	South America	Silver	Diesel	Automatic	3.8	185,403	118,076	4,946	Low
i8	2,012	Asia	Grey	Hybrid	Automatic	3.1	194,970	111,736	2,545	Low
i3	2,024	South America	Silver	Petrol	Automatic	3.7	50,765	81,050	9,079	High
X1	2,020	Asia	Black	Hybrid	Automatic	3.9	131,468	91,528	9,506	High
X5	2,011	South America	Silver	Hybrid	Automatic	4	107,487	36,653	6,798	Low
i8	2,020	Asia	White	Electric	Automatic	4.5	146,411	113,883	5,544	Low
5 Series	2,018	Africa	Black	Petrol	Automatic	4.7	122,146	94,591	4,253	Low
X5	2,022	Asia	White	Diesel	Automatic	3.6	15,339	59,769	9,365	High
i8	2,023	Asia	White	Diesel	Automatic	4.6	24,973	56,622	9,021	High
X5	2,019	South America	Blue	Electric	Automatic	4.2	28,963	91,400	2,672	Low
3 Series	2,015	South America	Grey	Diesel	Automatic	2.2	120,372	107,189	1,575	Low
7 Series	2,012	Middle East	White	Diesel	Manual	1.6	51,622	101,098	4,891	Low
i8	2,016	North America	Red	Electric	Automatic	1.5	112,767	59,056	7,962	High
7 Series	2,021	North America	Blue	Diesel	Automatic	3.6	131,716	56,765	9,219	High
i8	2,018	North America	Black	Electric	Automatic	3.3	88,942	35,965	7,287	High
7 Series	2,018	North America	Black	Electric	Automatic	3.9	136,775	98,080	4,120	Low
M5	2,024	Middle East	Blue	Electric	Manual	4.4	128,649	97,374	1,813	Low
X6	2,010	Africa	Grey	Petrol	Manual	2.1	48,641	104,100	3,164	Low
7 Series	2,024	Asia	Red	Diesel	Manual	4.5	3,166	110,566	9,213	High
X6	2,011	Europe	White	Petrol	Automatic	1.8	95,220	68,384	5,338	Low
X3	2,024	North America	Black	Electric	Automatic	4.6	193,574	87,071	5,928	Low
7 Series	2,017	Africa	Black	Electric	Automatic	4.5	152,955	75,231	7,908	High
X5	2,024	South America	Blue	Diesel	Automatic	3.9	108,696	82,776	735	Low
3 Series	2,020	Europe	Red	Petrol	Manual	2.6	193,742	94,479	8,377	High
i8	2,010	Europe	Grey	Diesel	Manual	1.8	156,855	58,208	5,175	Low
X6	2,020	Asia	White	Hybrid	Automatic	4.2	97,513	55,778	8,199	High
X3	2,021	Africa	Black	Hybrid	Automatic	2.3	5,968	44,219	905	Low
X6	2,024	Middle East	White	Petrol	Automatic	3	94,741	49,720	7,190	High
M5	2,020	North America	Silver	Electric	Automatic	3.4	193,902	87,041	1,609	Low
M3	2,023	Middle East	Blue	Diesel	Manual	3.9	116,591	106,993	6,145	Low
i8	2,012	Africa	Silver	Hybrid	Automatic	3.2	84,000	61,876	4,774	Low
7 Series	2,020	Africa	Grey	Diesel	Automatic	3.9	51,141	118,789	8,179	High
X1	2,016	Asia	Blue	Diesel	Manual	4.3	163,769	70,065	9,700	High
M5	2,017	Africa	Red	Hybrid	Manual	4	137,937	94,321	5,065	Low
i3	2,014	Africa	White	Electric	Automatic	2.5	50,077	116,642	514	Low
5 Series	2,023	Africa	Red	Electric	Automatic	4.6	148,542	56,132	1,484	Low
X5	2,011	Europe	Red	Hybrid	Manual	3.4	117,854	104,395	525	Low
M5	2,024	Asia	Blue	Hybrid	Automatic	3.1	129,906	53,994	5,329	Low
X5	2,012	Asia	Black	Petrol	Manual	3.5	112,651	82,140	7,329	High
5 Series	2,018	Africa	Silver	Petrol	Automatic	3.2	33,673	48,123	1,822	Low
i3	2,024	Europe	Red	Hybrid	Automatic	4.1	60,277	64,988	4,977	Low
5 Series	2,022	Middle East	Silver	Petrol	Automatic	3	15,097	111,356	6,138	Low
5 Series	2,020	North America	Blue	Hybrid	Automatic	4.2	30,847	67,571	5,970	Low
X5	2,022	North America	Grey	Electric	Automatic	4.2	38,839	60,350	3,867	Low
X6	2,019	Africa	Red	Hybrid	Manual	2.5	189,573	56,527	2,300	Low
X5	2,016	South America	Grey	Hybrid	Automatic	1.8	84,638	67,211	5,911	Low
M5	2,022	Africa	Red	Hybrid	Automatic	4.5	154,016	41,445	5,645	Low
M3	2,010	North America	Black	Petrol	Manual	2.1	41,801	101,445	4,075	Low
i8	2,012	South America	Grey	Diesel	Automatic	1.6	177,342	85,902	7,527	High
3 Series	2,018	Asia	Grey	Electric	Manual	2.9	89,253	81,463	9,204	High
i3	2,016	Africa	Red	Diesel	Manual	2.4	78,361	88,079	6,421	Low
X3	2,024	Europe	Blue	Hybrid	Manual	2.3	95,759	30,475	629	Low
3 Series	2,021	Middle East	Blue	Diesel	Automatic	2.1	183,528	73,340	7,997	High
X6	2,022	Asia	Red	Hybrid	Manual	4.1	102,423	110,782	1,626	Low
i8	2,022	Europe	White	Diesel	Manual	4.2	43,592	111,612	9,496	High
X6	2,022	Middle East	Blue	Diesel	Manual	1.7	82,328	84,748	2,485	Low
i8	2,023	North America	Red	Electric	Manual	3.4	188,694	96,734	8,417	High
M5	2,024	Middle East	Blue	Hybrid	Manual	2	110,005	84,327	3,350	Low
5 Series	2,024	Europe	Black	Hybrid	Manual	3.2	189,250	111,515	3,350	Low
i3	2,011	South America	White	Electric	Manual	2.7	4,639	100,142	7,720	High
3 Series	2,015	Middle East	Silver	Diesel	Automatic	2.2	185,033	37,005	9,914	High
M3	2,018	Africa	Blue	Diesel	Automatic	4.8	71,214	97,647	3,387	Low
X3	2,024	Asia	Blue	Hybrid	Automatic	4.8	110,805	104,903	1,854	Low
X1	2,013	South America	Blue	Petrol	Automatic	3.5	155,021	118,206	4,883	Low
M5	2,019	Europe	White	Petrol	Automatic	2.2	16,408	63,511	7,067	High
X3	2,011	Asia	Black	Petrol	Automatic	3.5	150,202	94,856	111	Low
3 Series	2,012	South America	White	Hybrid	Automatic	4.7	141,749	109,039	4,465	Low
X5	2,016	Africa	Red	Hybrid	Automatic	2.8	118,621	50,263	1,604	Low
i3	2,013	Middle East	White	Diesel	Automatic	2	127,710	85,931	5,367	Low
3 Series	2,016	North America	Red	Electric	Manual	3.9	119,245	76,546	8,018	High

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