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
7 Series	2,024	Middle East	White	Hybrid	Automatic	3.1	49,166	82,614	8,411	High
X3	2,013	North America	Red	Electric	Automatic	2.9	24,704	104,200	5,581	Low
X1	2,012	Europe	Blue	Electric	Manual	2.2	1,117	84,485	9,876	High
X6	2,020	Europe	Blue	Diesel	Manual	3.2	111,347	59,749	9,904	High
X6	2,014	Asia	White	Diesel	Manual	3.7	71,456	54,910	9,829	High
M5	2,012	Asia	Red	Electric	Manual	2.6	173,434	34,187	6,224	Low
M3	2,020	South America	Black	Diesel	Manual	3.2	62,551	41,991	451	Low
5 Series	2,021	South America	White	Electric	Automatic	2.3	142,149	112,224	517	Low
X3	2,011	Asia	Black	Diesel	Automatic	3.3	128,009	35,256	6,183	Low
X5	2,011	North America	Black	Diesel	Manual	4.3	64,173	66,791	4,847	Low
X5	2,013	North America	Black	Petrol	Manual	1.7	172,982	70,351	7,084	High
M3	2,012	North America	Red	Electric	Manual	3.3	131,601	109,392	551	Low
X3	2,018	South America	Blue	Petrol	Manual	2.9	31,241	78,873	2,354	Low
M5	2,023	South America	Grey	Diesel	Manual	1.8	50,267	106,058	8,232	High
i8	2,016	Middle East	Blue	Electric	Automatic	4.8	73,702	68,002	5,926	Low
5 Series	2,015	North America	Red	Hybrid	Manual	2.4	11,553	87,608	6,068	Low
3 Series	2,019	Africa	Blue	Petrol	Manual	3.5	125,225	64,698	2,231	Low
i3	2,021	Asia	Silver	Electric	Manual	2.8	157,274	79,913	4,020	Low
M3	2,017	Middle East	Grey	Hybrid	Manual	2.4	196,393	72,566	7,214	High
i8	2,018	South America	Blue	Diesel	Manual	3.3	55,408	60,424	8,459	High
i3	2,012	Middle East	Silver	Diesel	Manual	3.9	20,870	89,285	8,357	High
i8	2,021	Middle East	White	Electric	Automatic	4.2	169,969	49,615	3,276	Low
i3	2,019	Asia	Black	Petrol	Automatic	3.7	31,502	38,942	8,195	High
M5	2,016	North America	Grey	Diesel	Manual	3.3	134,118	99,295	1,080	Low
5 Series	2,018	South America	Black	Petrol	Automatic	4.2	103,220	78,530	7,817	High
X3	2,010	Africa	Red	Electric	Automatic	3.3	165,261	56,395	9,409	High
7 Series	2,019	Africa	Black	Diesel	Automatic	4.9	175,208	48,066	2,094	Low
7 Series	2,018	Asia	Silver	Petrol	Manual	3.3	138,483	97,235	6,326	Low
X3	2,023	Middle East	Blue	Electric	Automatic	2.6	85,209	45,029	4,717	Low
X3	2,016	Asia	Red	Hybrid	Manual	3.1	139,669	45,516	3,375	Low
X6	2,019	Africa	Blue	Electric	Manual	3.2	155,325	77,396	3,815	Low
7 Series	2,023	Middle East	Silver	Hybrid	Manual	2.5	126,563	41,728	6,696	Low
i8	2,013	Europe	Silver	Diesel	Manual	2.1	26,915	30,377	145	Low
M5	2,022	Africa	Red	Hybrid	Manual	3	114,018	71,819	4,838	Low
i8	2,024	South America	White	Hybrid	Manual	4.6	166,287	103,200	3,327	Low
X5	2,020	Asia	Red	Petrol	Automatic	2.4	115,902	85,202	1,712	Low
X6	2,021	North America	White	Electric	Automatic	2.8	13,446	84,281	3,459	Low
X6	2,015	Middle East	Grey	Diesel	Manual	4.2	178,142	87,478	9,432	High
3 Series	2,020	North America	Red	Hybrid	Manual	1.8	81,808	51,784	8,603	High
7 Series	2,020	Africa	Grey	Diesel	Automatic	4.4	13,135	102,848	9,261	High
i3	2,015	Asia	Silver	Diesel	Automatic	4	46,769	65,479	177	Low
M3	2,015	Asia	White	Petrol	Automatic	3.4	154,554	37,315	800	Low
i3	2,024	North America	Silver	Petrol	Manual	2.2	38,825	80,706	3,188	Low
X3	2,011	Africa	Blue	Diesel	Automatic	1.8	172,711	55,245	475	Low
M3	2,014	Middle East	Grey	Electric	Automatic	2.3	46,536	53,356	774	Low
M3	2,016	North America	White	Electric	Manual	4.2	167,411	53,236	612	Low
X1	2,015	North America	White	Diesel	Automatic	4.8	159,028	70,393	423	Low
X3	2,012	Middle East	Silver	Hybrid	Automatic	4.1	106,119	37,064	6,343	Low
M5	2,020	Europe	Blue	Electric	Automatic	3.3	192,233	91,396	5,707	Low
X5	2,021	South America	Blue	Petrol	Manual	4.8	133,466	104,415	2,304	Low
i3	2,014	Africa	Red	Electric	Manual	4.4	120,653	89,151	146	Low
X3	2,022	Asia	White	Petrol	Manual	3.8	2,041	42,700	8,046	High
M3	2,017	North America	Black	Diesel	Manual	1.6	44,858	98,069	9,494	High
X5	2,020	Asia	Red	Petrol	Automatic	2.5	61,377	114,844	5,696	Low
M5	2,014	Europe	Grey	Diesel	Manual	2.6	50,023	47,627	3,935	Low
3 Series	2,021	North America	Black	Hybrid	Automatic	2.7	11,847	65,935	4,059	Low
X1	2,019	Middle East	White	Electric	Manual	2.9	137,406	43,567	1,344	Low
X6	2,012	Middle East	Red	Hybrid	Automatic	4.8	37,198	89,953	882	Low
M5	2,018	Middle East	Red	Hybrid	Manual	4.1	30,422	44,991	3,054	Low
5 Series	2,020	Africa	Blue	Hybrid	Automatic	3.9	80,220	85,511	2,798	Low
7 Series	2,012	North America	Silver	Diesel	Manual	3	42,938	58,984	2,426	Low
X5	2,011	Asia	Silver	Electric	Manual	2.7	51,693	91,575	1,218	Low
M5	2,015	Europe	White	Electric	Manual	1.9	32,138	73,022	8,838	High
M5	2,017	Asia	Black	Diesel	Manual	3.1	83,528	107,317	3,648	Low
X5	2,015	South America	Blue	Hybrid	Manual	2.2	34,465	108,922	4,696	Low
7 Series	2,010	Africa	Red	Petrol	Automatic	2.9	6,249	67,888	8,843	High
3 Series	2,017	Middle East	Silver	Electric	Automatic	2	151,964	39,392	9,405	High
3 Series	2,010	Europe	Silver	Petrol	Automatic	2.7	68,173	73,213	7,854	High
7 Series	2,018	Asia	Silver	Petrol	Manual	1.7	16,761	74,361	7,820	High
5 Series	2,017	Middle East	White	Electric	Automatic	1.5	181,726	84,737	4,541	Low
i8	2,015	Middle East	Black	Hybrid	Automatic	4.5	144,435	107,633	4,542	Low
X5	2,024	Asia	Red	Hybrid	Manual	3.7	123,580	64,890	8,261	High
3 Series	2,011	South America	Red	Petrol	Manual	3.6	133,370	93,460	1,883	Low
X3	2,022	North America	Grey	Diesel	Automatic	3.3	152,037	81,783	8,323	High
X6	2,018	South America	White	Petrol	Automatic	4	86,566	72,821	3,498	Low
i3	2,017	South America	Black	Electric	Automatic	4.1	20,076	97,367	4,452	Low
i8	2,022	Europe	Silver	Petrol	Manual	4.8	138,302	95,881	2,695	Low
i3	2,013	South America	Red	Diesel	Automatic	2.4	168,952	109,461	6,992	Low
i8	2,011	Middle East	Black	Hybrid	Automatic	4.2	29,439	43,581	2,520	Low
i3	2,022	North America	Grey	Diesel	Manual	5	106,586	95,627	5,998	Low
X5	2,023	Middle East	Black	Hybrid	Automatic	1.6	8,145	76,881	5,212	Low
X5	2,024	Europe	Grey	Diesel	Automatic	2.8	121,034	40,224	9,118	High
5 Series	2,015	North America	Blue	Electric	Manual	3	124,486	119,077	6,884	Low
X5	2,010	Middle East	White	Hybrid	Automatic	4.4	133,394	55,528	717	Low
X5	2,016	North America	Red	Hybrid	Manual	1.5	124,073	43,772	9,606	High
i3	2,010	North America	Silver	Diesel	Automatic	3.6	105,722	115,638	7,184	High
3 Series	2,024	North America	Black	Diesel	Manual	4.6	189,375	107,939	2,311	Low
i8	2,022	South America	Grey	Diesel	Manual	2	61,190	61,935	2,858	Low
3 Series	2,015	North America	Grey	Electric	Automatic	1.9	48,257	92,509	5,170	Low
M3	2,014	Asia	Blue	Electric	Automatic	5	11,807	68,601	3,235	Low
M5	2,021	Europe	Grey	Petrol	Automatic	4.4	75,669	43,978	1,775	Low
X1	2,019	Europe	Silver	Diesel	Automatic	3.9	123,714	84,545	1,404	Low
5 Series	2,023	Europe	Red	Petrol	Automatic	2.9	141,107	100,273	1,754	Low
i8	2,012	Middle East	White	Petrol	Manual	4.5	39,694	104,003	7,152	High
X3	2,015	Asia	Black	Electric	Automatic	4.7	178,373	30,535	6,097	Low
M3	2,013	North America	Red	Hybrid	Automatic	4.1	143,064	58,339	2,547	Low
X6	2,023	Middle East	Grey	Petrol	Manual	2.9	183,533	41,482	1,672	Low
M5	2,021	Africa	Silver	Electric	Automatic	3.5	163,503	112,825	2,152	Low
7 Series	2,015	Asia	Black	Hybrid	Manual	1.8	44,455	85,237	8,880	High
i8	2,013	South America	White	Electric	Automatic	2.1	184,379	58,102	5,191	Low

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