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
5 Series	2,012	North America	Silver	Hybrid	Manual	1.6	124,659	41,872	4,678	Low
X1	2,010	North America	Black	Petrol	Automatic	4.5	14,526	44,837	7,574	High
X6	2,010	North America	Black	Diesel	Manual	3.5	128,682	44,127	4,855	Low
5 Series	2,022	Europe	Grey	Hybrid	Manual	2.1	183,791	76,844	9,481	High
X5	2,023	Asia	Grey	Hybrid	Automatic	4.5	79,530	48,457	3,400	Low
7 Series	2,020	Europe	Grey	Diesel	Manual	2.4	130,019	68,723	6,594	Low
3 Series	2,015	Middle East	Red	Electric	Manual	2.3	4,760	68,857	8,132	High
X5	2,020	Europe	Red	Diesel	Manual	4.6	129,847	54,505	3,662	Low
M5	2,015	South America	Silver	Electric	Manual	2.1	183,218	80,097	6,626	Low
7 Series	2,010	Middle East	Red	Hybrid	Automatic	4.6	117,826	118,696	2,966	Low
M5	2,023	Africa	Silver	Electric	Automatic	4.3	16,951	65,188	9,204	High
i3	2,023	Europe	Silver	Diesel	Manual	2.6	119,406	96,346	1,751	Low
i8	2,012	Asia	Grey	Petrol	Manual	1.6	57,022	55,459	3,292	Low
7 Series	2,016	Europe	Grey	Diesel	Automatic	1.8	82,958	47,691	7,778	High
X5	2,019	Asia	Black	Diesel	Automatic	1.9	57,790	56,927	1,134	Low
i3	2,012	Middle East	Silver	Hybrid	Manual	4.6	77,101	92,131	4,681	Low
i8	2,012	Middle East	Grey	Hybrid	Automatic	2.9	85,756	39,038	6,328	Low
7 Series	2,012	Middle East	Grey	Petrol	Manual	1.6	97,809	109,228	7,452	High
5 Series	2,021	South America	Blue	Petrol	Automatic	3.4	141,833	85,186	5,762	Low
X3	2,016	Asia	Grey	Diesel	Manual	2.2	148,100	74,182	4,243	Low
7 Series	2,013	Europe	Grey	Hybrid	Automatic	2.3	135,589	108,800	8,104	High
i8	2,013	Europe	Blue	Electric	Automatic	2.1	91,700	55,155	9,789	High
X5	2,012	North America	Blue	Electric	Automatic	4.2	99,096	30,767	4,220	Low
X3	2,019	Europe	Blue	Diesel	Manual	1.5	185,898	70,512	175	Low
X1	2,020	Middle East	Red	Hybrid	Automatic	3	151,708	55,379	2,810	Low
5 Series	2,018	Europe	Black	Hybrid	Manual	1.8	41,385	77,086	4,445	Low
7 Series	2,011	Middle East	Red	Diesel	Automatic	3.4	134,113	110,437	9,954	High
5 Series	2,013	Africa	White	Petrol	Automatic	2.7	20,078	70,426	9,171	High
M3	2,017	Africa	White	Electric	Manual	1.6	129,618	53,046	5,073	Low
3 Series	2,015	Africa	White	Diesel	Automatic	3.1	11,445	69,385	7,674	High
5 Series	2,023	Middle East	Red	Diesel	Manual	3.5	80,555	60,593	1,972	Low
X3	2,016	Europe	White	Electric	Manual	2.4	145,717	47,240	512	Low
i8	2,022	South America	Silver	Diesel	Manual	4.2	32,694	34,845	9,648	High
3 Series	2,016	Asia	Blue	Electric	Manual	2.8	159,506	87,373	8,413	High
i8	2,011	Africa	Black	Hybrid	Automatic	4.1	198,115	41,104	3,417	Low
X5	2,013	North America	White	Petrol	Manual	3.5	75,516	113,876	6,051	Low
i3	2,019	Europe	Red	Diesel	Automatic	4.5	65,023	72,333	780	Low
X1	2,019	North America	Blue	Electric	Manual	3.4	88,252	67,502	5,546	Low
M3	2,015	Europe	Blue	Electric	Manual	2.1	43,733	35,961	1,058	Low
7 Series	2,012	Middle East	White	Hybrid	Automatic	4.4	132,736	66,430	6,463	Low
3 Series	2,018	Europe	Grey	Diesel	Automatic	4.2	98,560	56,548	408	Low
X5	2,022	Europe	Silver	Hybrid	Manual	4.9	94,487	115,218	1,769	Low
3 Series	2,013	Africa	Red	Diesel	Automatic	1.8	190,192	52,110	4,120	Low
M3	2,019	Middle East	Black	Hybrid	Manual	3.6	31,024	36,713	6,530	Low
X6	2,022	Middle East	Silver	Diesel	Automatic	3.2	100,955	52,119	396	Low
3 Series	2,011	Europe	Blue	Diesel	Automatic	3.8	115,168	97,413	3,330	Low
X6	2,015	South America	Red	Petrol	Automatic	4.9	136,793	42,505	9,070	High
M3	2,010	Africa	Blue	Petrol	Automatic	3.4	66,832	41,775	6,443	Low
X1	2,015	South America	Grey	Electric	Automatic	3.9	72,984	119,002	8,176	High
i8	2,022	North America	White	Hybrid	Manual	2.7	50,238	38,434	2,986	Low
X5	2,021	Middle East	Silver	Diesel	Manual	2.5	106,399	86,227	3,736	Low
5 Series	2,019	North America	Black	Diesel	Automatic	2.7	20,481	72,938	5,213	Low
M5	2,010	South America	Black	Petrol	Automatic	1.6	153,077	100,248	4,532	Low
X5	2,023	North America	Blue	Diesel	Manual	2.5	152,938	65,563	4,085	Low
M5	2,017	Europe	Black	Electric	Automatic	2.1	126,065	31,670	9,948	High
5 Series	2,014	South America	Red	Petrol	Manual	3.1	5,325	57,635	7,953	High
X3	2,015	South America	Black	Electric	Manual	3.1	13,900	76,268	9,426	High
X3	2,011	Europe	Blue	Petrol	Manual	4.2	195,748	50,559	1,221	Low
X3	2,011	North America	Blue	Hybrid	Manual	3.3	16,458	114,407	6,524	Low
X1	2,021	North America	Grey	Petrol	Automatic	3.1	57,914	40,489	2,750	Low
X3	2,018	Middle East	Black	Hybrid	Manual	2.3	97,711	44,371	1,552	Low
M3	2,012	Middle East	Black	Petrol	Manual	4.5	84,040	47,834	9,696	High
i8	2,015	South America	Black	Electric	Manual	1.8	77,027	53,922	5,145	Low
X3	2,019	Africa	Red	Petrol	Automatic	4.9	199,701	64,956	3,356	Low
X6	2,014	South America	Black	Electric	Manual	3.2	134,979	105,463	3,992	Low
i8	2,023	South America	White	Petrol	Manual	2.2	118,954	72,417	6,905	Low
3 Series	2,021	North America	Silver	Diesel	Manual	2.7	48,357	117,651	5,173	Low
M5	2,013	Middle East	Grey	Hybrid	Manual	1.6	115,442	66,053	6,092	Low
7 Series	2,019	North America	Black	Electric	Automatic	2.1	92,531	119,502	259	Low
X5	2,011	Europe	Red	Petrol	Manual	2.7	93,672	44,757	9,367	High
3 Series	2,017	Europe	Silver	Hybrid	Automatic	3.4	179,382	75,166	3,650	Low
X6	2,019	Asia	Blue	Electric	Manual	2	87,698	107,517	801	Low
M5	2,016	Europe	Red	Petrol	Automatic	3.9	158,271	73,208	8,757	High
5 Series	2,020	Africa	Blue	Hybrid	Manual	4.5	194,568	79,671	1,298	Low
X1	2,011	South America	Silver	Petrol	Automatic	3.5	192,715	58,602	9,263	High
5 Series	2,015	Africa	Grey	Petrol	Manual	2.5	48,038	49,396	5,037	Low
7 Series	2,023	South America	Red	Hybrid	Automatic	1.9	38,570	65,766	8,218	High
M3	2,017	Asia	Grey	Petrol	Manual	1.6	109,729	41,295	9,383	High
7 Series	2,016	North America	Grey	Hybrid	Manual	4.1	115,146	62,225	3,161	Low
X6	2,024	Middle East	Grey	Diesel	Automatic	3.7	40,254	79,561	9,029	High
X6	2,010	South America	Silver	Electric	Manual	3.2	152,495	36,539	7,565	High
M5	2,014	Asia	Red	Electric	Manual	1.9	121,518	76,176	4,299	Low
5 Series	2,011	Africa	Blue	Diesel	Automatic	2.2	129,579	115,384	7,337	High
X1	2,015	Asia	Red	Hybrid	Automatic	4.4	98,198	39,465	6,375	Low
i8	2,016	Europe	Silver	Hybrid	Manual	3.2	151,402	50,622	6,776	Low
i3	2,023	Europe	Black	Petrol	Manual	4.9	54,055	40,721	8,360	High
X6	2,023	Middle East	Black	Diesel	Automatic	5	124,427	46,391	8,671	High
X3	2,016	Middle East	Black	Diesel	Manual	4.3	33,074	105,269	1,771	Low
7 Series	2,012	South America	Grey	Electric	Manual	2.4	15,058	69,912	3,189	Low
7 Series	2,016	Middle East	Grey	Electric	Manual	2.3	160,561	74,907	4,270	Low
i8	2,024	Europe	White	Petrol	Manual	2.4	81,375	64,419	1,065	Low
M3	2,014	North America	Silver	Hybrid	Manual	5	33,472	56,023	8,010	High
X1	2,017	Africa	Red	Petrol	Manual	2.7	112,206	69,598	6,784	Low
X5	2,024	North America	Blue	Electric	Automatic	4	143,791	106,876	2,264	Low
M5	2,021	Europe	Blue	Petrol	Automatic	4.9	142,012	110,844	7,738	High
X5	2,017	South America	Red	Diesel	Manual	4.4	192,565	54,492	8,953	High
X3	2,016	North America	Silver	Hybrid	Manual	3.6	58,228	46,582	7,672	High
5 Series	2,015	South America	Silver	Hybrid	Automatic	2.1	29,529	96,942	111	Low
7 Series	2,011	Europe	Blue	Diesel	Automatic	2.1	12,455	36,895	1,453	Low
X3	2,015	North America	Black	Hybrid	Automatic	3.2	128,919	46,739	4,179	Low

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