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	2,013	North America	Black	Electric	Manual	4.4	123,817	77,113	7,656	High
7 Series	2,019	Asia	Blue	Electric	Automatic	2.6	186,658	116,104	7,161	High
i3	2,011	Africa	Blue	Electric	Manual	4.3	23,206	107,722	3,865	Low
M3	2,011	South America	Grey	Diesel	Automatic	3.9	29,272	102,840	7,067	High
X5	2,021	Africa	Red	Petrol	Manual	2.7	86,234	74,499	8,827	High
3 Series	2,017	Middle East	Red	Diesel	Automatic	4.6	79,529	69,598	1,153	Low
X1	2,010	Europe	Blue	Hybrid	Manual	3.3	12,096	43,980	7,639	High
X6	2,023	Africa	Black	Diesel	Automatic	3.8	1,228	86,791	2,799	Low
i3	2,016	North America	Red	Hybrid	Automatic	3.2	145,062	46,485	5,240	Low
X3	2,014	Europe	Black	Diesel	Manual	3.1	20,465	74,951	2,926	Low
3 Series	2,024	Europe	Silver	Petrol	Manual	4.5	39,207	59,534	8,376	High
3 Series	2,020	Middle East	Red	Hybrid	Manual	2.5	33,413	32,587	3,813	Low
3 Series	2,017	South America	Grey	Electric	Manual	1.6	75,932	36,482	3,518	Low
5 Series	2,010	Asia	Grey	Petrol	Manual	4.6	54,961	33,249	3,246	Low
X1	2,020	Middle East	Blue	Diesel	Manual	4.4	195,139	35,280	2,011	Low
7 Series	2,016	South America	White	Electric	Manual	2.8	52,203	79,345	4,212	Low
5 Series	2,014	North America	Silver	Hybrid	Automatic	2.1	122,119	71,596	957	Low
X5	2,013	North America	Red	Petrol	Automatic	3.9	180,836	31,905	539	Low
X5	2,016	Asia	White	Hybrid	Manual	1.8	137,729	43,301	114	Low
5 Series	2,019	Asia	Black	Diesel	Automatic	3	135,427	79,068	7,862	High
X3	2,024	Europe	Grey	Hybrid	Automatic	1.8	49,110	70,162	5,189	Low
X1	2,011	Asia	Grey	Electric	Automatic	3.6	34,452	75,842	4,379	Low
X6	2,021	Africa	Black	Hybrid	Automatic	1.6	187,188	65,433	6,275	Low
X3	2,024	North America	White	Petrol	Automatic	3.7	32,487	112,999	1,328	Low
M3	2,010	Africa	White	Diesel	Automatic	3.9	7,069	73,780	9,590	High
X6	2,010	South America	Blue	Petrol	Manual	3.2	137,888	111,475	6,155	Low
X3	2,020	North America	Silver	Petrol	Automatic	2.1	196,245	83,889	8,341	High
X6	2,021	Middle East	Grey	Hybrid	Manual	1.9	150,021	88,658	4,216	Low
X1	2,010	Asia	Grey	Petrol	Manual	2.6	197,203	98,998	4,661	Low
M5	2,024	Europe	Black	Hybrid	Automatic	3.1	14,790	38,729	4,509	Low
X1	2,021	Africa	White	Electric	Manual	3.7	147,741	79,735	8,858	High
M3	2,014	South America	Black	Hybrid	Manual	1.5	196,714	113,768	4,246	Low
X3	2,019	North America	Red	Diesel	Automatic	4	81,720	38,496	3,000	Low
X3	2,016	North America	Silver	Petrol	Automatic	4	35,847	119,824	1,830	Low
M5	2,011	Asia	Silver	Diesel	Automatic	3.1	145,296	73,963	769	Low
X5	2,019	Europe	Silver	Hybrid	Manual	2.7	83,306	35,642	462	Low
X1	2,017	Asia	Red	Diesel	Manual	4.4	179,291	32,517	7,169	High
3 Series	2,013	Africa	Red	Petrol	Automatic	4.2	124,575	89,341	3,473	Low
M3	2,021	North America	Silver	Petrol	Manual	4.9	25,903	85,159	5,901	Low
5 Series	2,012	South America	White	Hybrid	Manual	2.8	142,856	73,508	7,456	High
X3	2,019	North America	Grey	Diesel	Manual	4.7	58,626	46,795	3,731	Low
X6	2,020	Middle East	Silver	Diesel	Automatic	1.8	37,675	45,809	2,011	Low
M5	2,017	Europe	Silver	Petrol	Automatic	2.9	127,793	93,183	254	Low
5 Series	2,011	South America	Grey	Petrol	Automatic	3.1	170,211	75,326	1,110	Low
M3	2,020	Middle East	Silver	Diesel	Manual	3	24,879	116,457	1,856	Low
7 Series	2,020	Middle East	White	Petrol	Manual	3.7	184,070	51,643	2,584	Low
7 Series	2,022	Europe	White	Electric	Automatic	2.1	3,081	80,371	5,826	Low
X5	2,012	Asia	Blue	Petrol	Manual	4.5	169,293	43,304	2,069	Low
i8	2,021	Africa	Black	Electric	Manual	3.4	131,104	62,454	8,082	High
X3	2,012	Europe	Blue	Diesel	Automatic	4.7	138,741	82,842	4,987	Low
i8	2,019	Africa	Grey	Petrol	Automatic	1.5	65,113	82,399	9,312	High
M3	2,020	Africa	Black	Diesel	Automatic	3.7	127,295	116,450	1,253	Low
X6	2,010	Europe	Blue	Diesel	Manual	2.9	37,375	79,539	6,029	Low
M3	2,015	South America	Blue	Diesel	Manual	3.3	72,113	105,376	8,041	High
X6	2,011	Africa	White	Diesel	Automatic	4.1	191,056	88,441	7,592	High
i8	2,010	Africa	Red	Diesel	Manual	2.3	141,930	105,310	7,257	High
i8	2,011	South America	Blue	Electric	Automatic	2.2	131,483	92,183	516	Low
M3	2,021	Europe	Red	Electric	Manual	4	182,337	47,168	4,108	Low
X6	2,015	North America	White	Petrol	Manual	3.3	13,412	38,106	7,435	High
X5	2,023	North America	Black	Hybrid	Automatic	2.3	176,223	79,177	6,507	Low
X6	2,013	Middle East	Red	Diesel	Automatic	3.2	98,266	64,393	6,022	Low
7 Series	2,015	Africa	White	Diesel	Automatic	3.1	189,854	51,351	7,586	High
7 Series	2,021	Africa	Grey	Diesel	Automatic	3.9	146,243	37,942	6,183	Low
7 Series	2,018	Africa	White	Petrol	Manual	1.5	79,202	88,589	1,131	Low
X1	2,022	Europe	White	Electric	Automatic	3.6	74,506	92,726	8,685	High
i3	2,019	South America	Blue	Petrol	Manual	3.6	56,824	67,719	2,873	Low
i3	2,021	Europe	Red	Petrol	Automatic	4.1	31,092	51,083	5,098	Low
X5	2,019	North America	Grey	Hybrid	Manual	4.6	176,662	116,176	2,620	Low
X3	2,017	Middle East	Red	Petrol	Manual	3	139,950	71,262	6,558	Low
M5	2,010	North America	Silver	Petrol	Automatic	2.7	163,899	30,139	3,554	Low
i3	2,022	North America	Black	Electric	Automatic	1.9	160,614	117,180	2,966	Low
X3	2,017	Africa	Red	Electric	Automatic	2.7	55,415	65,717	5,887	Low
M5	2,018	North America	Silver	Hybrid	Automatic	1.7	71,586	112,226	5,696	Low
M3	2,015	Asia	Red	Hybrid	Automatic	4.3	37,328	57,179	4,932	Low
3 Series	2,019	South America	Grey	Hybrid	Manual	4.3	131,888	113,938	5,336	Low
i3	2,024	Middle East	Blue	Hybrid	Manual	3	80,753	42,448	329	Low
3 Series	2,014	South America	Blue	Petrol	Automatic	2.4	55,031	36,329	3,337	Low
X3	2,015	Africa	Grey	Diesel	Automatic	1.9	8,357	110,302	4,327	Low
i8	2,022	Asia	White	Hybrid	Manual	4.5	147,908	87,308	1,271	Low
M3	2,015	North America	Grey	Electric	Manual	4.6	116,558	99,604	8,838	High
i8	2,018	Middle East	Black	Petrol	Manual	2.4	91,709	54,573	5,343	Low
5 Series	2,013	Africa	Grey	Hybrid	Manual	3.7	164,511	84,496	4,581	Low
5 Series	2,011	South America	Blue	Petrol	Manual	2.4	118,881	77,598	5,321	Low
5 Series	2,020	North America	Black	Diesel	Automatic	2.3	184,345	35,175	3,638	Low
X6	2,020	Middle East	White	Hybrid	Manual	1.6	150,898	116,850	267	Low
3 Series	2,018	North America	Red	Hybrid	Manual	3.5	130,558	48,357	8,115	High
M3	2,011	Europe	White	Diesel	Automatic	2	179,268	86,411	5,555	Low
M3	2,019	South America	Black	Electric	Manual	1.5	196,576	62,784	4,427	Low
X3	2,018	Asia	Black	Electric	Automatic	1.9	40,724	70,127	7,244	High
X1	2,011	Middle East	Silver	Hybrid	Automatic	2.6	111,298	92,903	7,127	High
i3	2,021	Asia	Blue	Diesel	Manual	3.8	75,933	110,375	1,912	Low
X1	2,017	South America	Blue	Petrol	Manual	2.2	73,597	110,146	2,292	Low
X6	2,018	South America	Red	Diesel	Automatic	4.6	196,787	34,306	3,832	Low
X1	2,021	Africa	Black	Diesel	Manual	2.5	83,983	72,716	9,867	High
i8	2,019	Europe	White	Hybrid	Automatic	2.7	158,341	33,883	3,921	Low
i3	2,018	Africa	Red	Diesel	Automatic	2.3	90,082	40,240	6,059	Low
X3	2,019	Asia	Black	Petrol	Manual	2.4	40,089	77,689	6,733	Low
i3	2,018	Middle East	Blue	Diesel	Manual	1.8	153,067	46,696	9,824	High
7 Series	2,011	Africa	Grey	Diesel	Manual	2.5	172,343	49,222	6,481	Low
X1	2,013	South America	Silver	Petrol	Manual	4.5	92,857	55,166	9,534	High

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