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
X1	2,019	Europe	Black	Diesel	Manual	2	6,862	44,632	2,020	Low
X6	2,013	South America	White	Petrol	Automatic	2.8	74,016	70,246	2,607	Low
X5	2,018	Africa	Blue	Petrol	Manual	4.2	191,434	48,493	6,456	Low
i8	2,014	Middle East	Blue	Hybrid	Automatic	2.3	90,158	65,483	3,625	Low
i8	2,020	North America	Red	Electric	Automatic	2.4	139,921	38,743	9,232	High
X1	2,019	South America	Grey	Electric	Automatic	2	190,069	91,107	168	Low
X3	2,021	North America	Red	Diesel	Manual	5	147,703	49,987	5,898	Low
i8	2,021	North America	Black	Petrol	Automatic	4.9	125,118	67,365	8,068	High
X3	2,011	North America	Silver	Diesel	Manual	3.8	139,739	69,294	6,024	Low
M3	2,013	Europe	Black	Petrol	Automatic	2.3	129,449	39,106	747	Low
X5	2,022	Africa	White	Petrol	Automatic	4.2	187,225	96,479	3,147	Low
X3	2,021	North America	Red	Diesel	Manual	3.5	99,665	61,399	4,513	Low
X5	2,018	North America	Black	Hybrid	Automatic	4.1	25,223	46,264	967	Low
X5	2,017	Asia	Blue	Hybrid	Manual	4.5	171,013	81,824	3,737	Low
X1	2,012	South America	Black	Diesel	Manual	2.6	1,241	99,259	5,183	Low
i3	2,017	South America	Blue	Hybrid	Manual	4.7	46,126	114,258	9,067	High
7 Series	2,022	North America	Black	Electric	Manual	4.6	97,874	108,363	9,155	High
5 Series	2,011	North America	Silver	Electric	Automatic	3.4	58,522	75,921	5,164	Low
7 Series	2,012	Asia	Red	Petrol	Manual	3.9	144,698	116,355	9,093	High
M3	2,023	North America	White	Petrol	Automatic	2.9	192,081	98,308	876	Low
X6	2,014	North America	Blue	Petrol	Manual	3.8	124,675	58,011	1,864	Low
7 Series	2,020	Europe	Red	Petrol	Automatic	3.4	163,926	46,573	823	Low
X3	2,021	Middle East	White	Hybrid	Automatic	2.6	163,719	97,596	2,287	Low
X3	2,023	North America	Red	Petrol	Manual	2.6	187,367	45,852	6,928	Low
5 Series	2,019	South America	Black	Diesel	Manual	3.8	52,100	43,992	8,421	High
X5	2,019	North America	White	Hybrid	Automatic	4.8	187,567	52,347	6,307	Low
X1	2,017	Middle East	Blue	Electric	Manual	2.2	40,138	69,478	2,030	Low
X6	2,010	Europe	Silver	Diesel	Automatic	2.9	192,013	95,526	720	Low
X3	2,013	Europe	Silver	Hybrid	Automatic	4.3	136,842	42,809	574	Low
i8	2,010	Africa	Grey	Hybrid	Manual	1.9	181,580	119,507	6,524	Low
X6	2,010	Europe	Red	Diesel	Automatic	5	102,933	51,771	1,449	Low
X3	2,021	Africa	Red	Electric	Manual	3.9	189,159	40,832	4,506	Low
i8	2,014	Asia	Blue	Diesel	Manual	4.7	55,571	52,457	8,157	High
5 Series	2,015	Europe	Silver	Diesel	Automatic	4.4	23,168	55,447	8,010	High
i8	2,024	North America	Red	Petrol	Manual	4.2	97,812	70,177	6,013	Low
7 Series	2,010	Europe	Blue	Petrol	Automatic	1.6	134,962	112,274	2,973	Low
M5	2,020	North America	White	Hybrid	Automatic	2.9	88,408	70,198	2,971	Low
X5	2,015	Africa	Black	Petrol	Automatic	2.2	123,995	83,189	5,666	Low
X5	2,014	Asia	Black	Petrol	Manual	4.5	145,508	72,913	3,790	Low
3 Series	2,013	Middle East	White	Electric	Manual	3.9	82,615	107,537	8,263	High
7 Series	2,019	Middle East	White	Electric	Automatic	1.9	165,987	70,704	3,499	Low
X3	2,014	Africa	White	Diesel	Manual	2.8	74,113	99,233	5,609	Low
X5	2,017	Asia	Grey	Electric	Automatic	1.7	122,151	98,085	2,280	Low
X3	2,018	Asia	Blue	Electric	Automatic	4.1	88,220	101,316	1,343	Low
X5	2,020	Africa	Red	Hybrid	Manual	3	96,175	31,690	4,764	Low
X5	2,023	North America	Red	Petrol	Manual	2.3	86,415	66,764	7,614	High
X3	2,021	Africa	Grey	Diesel	Automatic	3.3	130,010	96,042	5,509	Low
X6	2,011	North America	Black	Hybrid	Manual	1.6	148,808	93,203	4,829	Low
i3	2,015	North America	Red	Hybrid	Manual	2.4	104,951	70,413	1,178	Low
M3	2,012	Asia	Grey	Diesel	Manual	2.1	106,855	32,568	9,863	High
X1	2,024	Middle East	Blue	Petrol	Automatic	4.8	7,276	35,395	595	Low
3 Series	2,011	Europe	Grey	Hybrid	Manual	2.8	161,278	59,924	2,202	Low
i8	2,021	Middle East	Silver	Diesel	Automatic	3.5	125,060	75,870	1,644	Low
X3	2,023	Middle East	Red	Petrol	Manual	3.3	133,304	76,890	5,933	Low
5 Series	2,022	South America	Silver	Diesel	Automatic	3.8	11,916	46,055	2,791	Low
3 Series	2,010	Middle East	Red	Petrol	Automatic	2.5	36,076	81,129	6,346	Low
X3	2,013	Africa	Black	Diesel	Manual	1.9	50,008	55,442	1,662	Low
5 Series	2,017	Europe	Silver	Hybrid	Manual	1.8	197,508	32,615	5,389	Low
X1	2,012	Asia	Red	Hybrid	Automatic	2.2	149,997	73,270	1,816	Low
3 Series	2,014	South America	Black	Diesel	Automatic	3.2	102,024	80,021	7,830	High
X1	2,023	Middle East	Grey	Diesel	Automatic	2.3	113,712	76,900	830	Low
i8	2,019	South America	Grey	Diesel	Manual	3	77,458	119,101	643	Low
i3	2,014	Middle East	White	Petrol	Manual	1.6	107,524	96,192	3,074	Low
X5	2,014	Africa	Red	Hybrid	Automatic	3.7	64,735	41,205	900	Low
X1	2,020	Asia	Silver	Hybrid	Manual	4.6	57,223	37,025	2,385	Low
M3	2,018	Asia	White	Petrol	Manual	1.7	57,490	114,850	6,253	Low
X5	2,024	Europe	Grey	Petrol	Manual	2.3	131,970	32,645	3,150	Low
7 Series	2,017	Middle East	Silver	Petrol	Manual	2.6	58,646	117,511	823	Low
X1	2,017	Africa	Blue	Diesel	Manual	2.5	75,562	65,888	6,740	Low
i3	2,022	Africa	Silver	Diesel	Manual	1.6	31,497	76,488	5,179	Low
5 Series	2,022	Middle East	Red	Electric	Manual	1.9	135,251	57,681	8,297	High
M5	2,010	Africa	Black	Diesel	Manual	4.7	193,509	52,694	1,533	Low
i3	2,010	Middle East	Grey	Hybrid	Automatic	4	33,684	111,499	3,915	Low
i3	2,011	North America	Grey	Electric	Manual	4.9	107,853	108,423	3,878	Low
X1	2,023	Asia	Red	Petrol	Automatic	3	77,121	59,829	608	Low
X5	2,017	South America	Red	Hybrid	Manual	4.6	175,839	105,256	759	Low
M5	2,019	Asia	Black	Electric	Manual	4.4	1,388	107,797	4,982	Low
X5	2,010	Asia	Red	Petrol	Manual	4.6	124,011	30,171	7,626	High
i3	2,024	Europe	Blue	Diesel	Automatic	1.6	125,659	88,532	1,912	Low
i8	2,013	South America	Silver	Diesel	Manual	3.8	163,095	100,536	1,107	Low
7 Series	2,018	Asia	White	Diesel	Automatic	3.5	188,305	70,424	1,554	Low
7 Series	2,011	Asia	White	Petrol	Automatic	3.4	78,122	81,630	1,486	Low
7 Series	2,012	Europe	Black	Hybrid	Manual	3.3	128,380	101,467	2,468	Low
M5	2,020	South America	Black	Petrol	Manual	4.3	38,894	67,858	4,016	Low
X3	2,015	Middle East	Silver	Hybrid	Automatic	4.9	199,588	65,282	7,211	High
M3	2,022	Asia	Black	Electric	Manual	4.4	97,907	106,059	6,423	Low
X3	2,024	Europe	Silver	Hybrid	Manual	4.5	20,114	52,570	7,624	High
3 Series	2,020	Africa	Red	Diesel	Automatic	3.2	67,404	99,930	9,677	High
X3	2,019	Europe	Silver	Petrol	Automatic	3.9	75,155	96,619	1,197	Low
i3	2,012	North America	Blue	Petrol	Automatic	3	155,344	94,989	2,380	Low
X5	2,024	Europe	White	Petrol	Automatic	2.8	118,554	30,447	9,464	High
7 Series	2,024	Europe	Red	Hybrid	Automatic	4.6	162,418	56,567	3,195	Low
X3	2,013	Middle East	Black	Hybrid	Automatic	4.7	25,347	34,703	4,635	Low
i8	2,018	North America	Grey	Hybrid	Automatic	3.9	71,227	41,588	5,361	Low
3 Series	2,018	Africa	Red	Hybrid	Manual	4.4	16,164	49,524	3,600	Low
3 Series	2,019	Africa	Silver	Hybrid	Manual	2.8	181,312	92,497	4,245	Low
i3	2,014	North America	Red	Diesel	Automatic	3	65,419	85,612	3,575	Low
M3	2,016	Middle East	Grey	Petrol	Manual	4.4	174,121	74,313	3,551	Low
3 Series	2,018	Middle East	Blue	Electric	Automatic	2.9	58,732	110,113	7,495	High
i8	2,017	Middle East	Red	Diesel	Manual	1.6	63,986	104,046	5,382	Low

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