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	2,024	Europe	White	Petrol	Manual	1.7	26,665	48,662	7,329	High
M3	2,014	North America	Red	Petrol	Manual	3.1	88,047	65,968	6,047	Low
i3	2,012	Africa	Grey	Electric	Manual	3.4	65,764	62,215	2,727	Low
X6	2,011	Africa	White	Petrol	Manual	3.1	58,499	34,113	2,537	Low
7 Series	2,024	South America	Red	Petrol	Automatic	3.3	486	95,488	3,594	Low
X3	2,024	Middle East	Red	Diesel	Automatic	5	172,030	103,119	5,212	Low
X1	2,013	Middle East	Black	Diesel	Manual	4.6	114,826	44,300	8,444	High
i3	2,023	Asia	Grey	Diesel	Automatic	2.6	168,084	105,457	3,736	Low
3 Series	2,024	Asia	Red	Diesel	Manual	3.4	108,931	115,055	6,750	Low
X5	2,022	Middle East	White	Diesel	Manual	1.5	181,486	65,048	744	Low
M3	2,013	Middle East	Silver	Diesel	Automatic	2.9	161,514	88,946	6,778	Low
M3	2,020	North America	Blue	Electric	Automatic	2.1	105,740	113,974	8,782	High
i8	2,017	Europe	Black	Hybrid	Manual	4	66,846	80,837	6,844	Low
X3	2,017	South America	White	Petrol	Manual	2.3	34,740	36,467	5,457	Low
7 Series	2,022	South America	Red	Petrol	Manual	4.1	23,939	101,146	2,564	Low
i8	2,014	Asia	Silver	Petrol	Manual	2.6	155,902	87,450	5,308	Low
i8	2,022	Middle East	Black	Electric	Automatic	4.7	79,119	48,964	7,685	High
X6	2,015	North America	Blue	Petrol	Manual	3.1	34,919	111,580	5,761	Low
3 Series	2,017	Asia	Red	Hybrid	Manual	4.4	119,797	38,617	9,150	High
X5	2,024	Middle East	Grey	Electric	Automatic	3.7	110,640	57,822	8,493	High
M5	2,010	Europe	Blue	Diesel	Automatic	4.9	43,305	81,524	1,248	Low
5 Series	2,014	North America	Grey	Petrol	Automatic	4.1	190,775	43,088	4,411	Low
7 Series	2,013	North America	White	Electric	Automatic	4	67,037	91,243	249	Low
3 Series	2,013	Africa	White	Petrol	Manual	2.4	170,831	69,811	5,478	Low
3 Series	2,020	Africa	Red	Diesel	Manual	3.3	19,395	110,452	3,544	Low
X6	2,011	North America	White	Petrol	Automatic	2.5	146,289	98,972	1,271	Low
i3	2,019	Middle East	Red	Electric	Automatic	1.6	42,483	92,530	8,195	High
X6	2,010	Europe	Red	Hybrid	Manual	4	18,264	49,451	7,495	High
X5	2,023	Europe	Black	Hybrid	Manual	2.3	165,414	54,246	7,425	High
X3	2,024	Africa	Silver	Electric	Automatic	2.9	142,569	49,525	6,999	Low
X1	2,015	Europe	Grey	Petrol	Manual	2.5	23,212	70,522	6,489	Low
X6	2,016	Asia	Black	Petrol	Manual	2.2	147,774	49,416	4,072	Low
i3	2,014	Africa	Blue	Petrol	Automatic	1.7	131,606	53,047	1,831	Low
M5	2,024	North America	Blue	Electric	Manual	2.7	127,873	72,331	7,423	High
X6	2,017	Africa	Black	Petrol	Manual	1.8	65,503	93,987	5,868	Low
X6	2,018	Africa	Silver	Petrol	Automatic	3.4	101,378	94,948	7,463	High
7 Series	2,020	Middle East	Black	Diesel	Manual	1.6	179,446	63,907	2,954	Low
X1	2,020	Asia	Silver	Petrol	Automatic	4.8	109,332	110,921	1,093	Low
X3	2,011	North America	Black	Diesel	Manual	4.9	63,974	70,942	347	Low
X5	2,020	South America	Silver	Diesel	Automatic	2.6	184,538	50,631	4,339	Low
M5	2,022	South America	Black	Hybrid	Manual	2.4	182,819	39,322	7,939	High
X3	2,013	Africa	Silver	Hybrid	Manual	1.9	118,583	103,262	2,582	Low
X3	2,020	Africa	Blue	Electric	Automatic	4.7	137,967	63,815	2,681	Low
3 Series	2,018	Africa	Red	Petrol	Manual	3.6	70,255	82,270	6,501	Low
X3	2,014	North America	White	Electric	Manual	3.6	60,744	81,102	3,583	Low
5 Series	2,012	South America	Blue	Hybrid	Automatic	4.6	141,127	57,961	2,238	Low
i3	2,015	Europe	Red	Hybrid	Automatic	4.7	138,829	111,072	1,437	Low
7 Series	2,024	Asia	Silver	Diesel	Automatic	4.4	174,900	57,314	8,650	High
i8	2,012	Europe	Silver	Petrol	Manual	4.2	51,312	98,622	6,437	Low
3 Series	2,023	Asia	Silver	Hybrid	Manual	4.6	108,773	67,705	7,009	High
M5	2,014	Middle East	Blue	Petrol	Automatic	4.6	134,850	53,280	6,753	Low
M5	2,012	Middle East	Blue	Hybrid	Automatic	2.8	146,355	51,953	534	Low
X5	2,015	Africa	Silver	Petrol	Manual	4.9	174,828	100,477	1,012	Low
M3	2,021	North America	White	Hybrid	Manual	4	37,257	35,288	8,762	High
5 Series	2,019	Europe	Grey	Hybrid	Manual	2.8	128,224	42,623	7,743	High
X1	2,014	North America	Silver	Electric	Manual	3	113,588	88,581	8,034	High
i3	2,023	South America	Grey	Electric	Manual	3.9	64,887	54,349	5,022	Low
i3	2,018	South America	Grey	Diesel	Manual	2.8	23,697	45,862	8,395	High
i3	2,012	Asia	Silver	Petrol	Automatic	4.4	67,493	69,271	9,421	High
M3	2,015	Europe	Silver	Diesel	Automatic	2	169,242	75,575	1,283	Low
X5	2,017	Europe	Black	Electric	Automatic	4.7	175,005	89,491	3,988	Low
X3	2,016	Asia	Red	Hybrid	Manual	2.6	37,159	62,782	7,616	High
i3	2,015	South America	Grey	Electric	Manual	2	21,607	78,073	704	Low
M3	2,023	North America	Silver	Electric	Manual	4.5	110,254	57,965	1,927	Low
3 Series	2,024	Europe	White	Diesel	Manual	2.3	133,822	95,329	8,704	High
i8	2,011	Asia	White	Hybrid	Automatic	4.5	138,118	114,209	7,070	High
i8	2,024	Middle East	Blue	Electric	Manual	2.5	152,202	88,447	3,775	Low
M3	2,016	Asia	Blue	Hybrid	Manual	4.8	128,696	72,830	8,278	High
X6	2,017	South America	Silver	Hybrid	Automatic	2.3	42,998	34,710	7,090	High
i8	2,010	Asia	Blue	Electric	Automatic	1.7	72,831	97,563	3,562	Low
i8	2,024	South America	Blue	Diesel	Manual	4.8	174,907	76,848	1,141	Low
X3	2,018	North America	Blue	Hybrid	Automatic	2.1	186,261	119,872	6,785	Low
X1	2,013	Europe	Blue	Petrol	Manual	4.8	46,917	64,812	4,633	Low
5 Series	2,017	Asia	Red	Petrol	Manual	4.4	138,579	118,502	2,809	Low
X6	2,024	Middle East	Silver	Petrol	Manual	1.8	44,731	69,037	5,875	Low
X5	2,019	Africa	White	Petrol	Manual	3.1	128,810	48,827	2,135	Low
5 Series	2,016	Asia	Black	Electric	Manual	1.8	178,638	105,632	390	Low
M5	2,023	Asia	Black	Hybrid	Automatic	2.7	31,217	32,658	7,870	High
M5	2,022	North America	Grey	Petrol	Automatic	2.7	56,732	74,801	130	Low
X6	2,019	Africa	White	Electric	Manual	3.6	193,438	85,586	3,071	Low
3 Series	2,016	Europe	Blue	Diesel	Manual	4.9	128,393	30,402	5,203	Low
5 Series	2,011	Europe	Black	Hybrid	Manual	2.1	69,681	98,682	4,488	Low
X6	2,010	Africa	Silver	Petrol	Automatic	2.7	82,765	55,589	909	Low
X1	2,013	North America	Grey	Hybrid	Automatic	3.6	62,717	61,387	4,161	Low
X1	2,021	South America	Grey	Diesel	Manual	2.1	82,440	37,307	9,937	High
X6	2,011	Middle East	Grey	Hybrid	Manual	4	55,639	106,228	225	Low
i8	2,017	Middle East	Blue	Diesel	Automatic	2.9	77,028	82,134	7,005	High
5 Series	2,019	Asia	Grey	Petrol	Automatic	4.8	131,282	97,318	485	Low
5 Series	2,016	North America	Blue	Petrol	Manual	3.7	88,604	92,873	1,496	Low
i3	2,017	Asia	Blue	Hybrid	Manual	2.8	38,962	86,534	1,758	Low
M5	2,020	South America	Red	Electric	Manual	4	114,446	54,779	7,898	High
7 Series	2,015	North America	White	Hybrid	Automatic	4.4	59,700	38,001	2,346	Low
X1	2,010	Middle East	Silver	Petrol	Automatic	4.3	156,839	62,966	2,840	Low
M5	2,023	Europe	Blue	Hybrid	Manual	2.4	22,975	39,099	7,244	High
X6	2,022	North America	Blue	Electric	Manual	3	61,106	117,498	4,548	Low
M3	2,022	Europe	Red	Diesel	Manual	3.1	76,895	117,063	9,241	High
M5	2,021	South America	Black	Hybrid	Automatic	2.9	17,172	91,424	4,293	Low
X1	2,018	Middle East	Silver	Diesel	Automatic	2.6	148,707	88,571	828	Low
i8	2,015	Asia	Grey	Electric	Manual	4.1	47,899	114,927	3,714	Low
i3	2,021	Asia	Red	Diesel	Automatic	1.5	191,227	108,561	5,002	Low

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