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
M5	2,011	Africa	Grey	Diesel	Manual	4.8	26,722	58,089	5,679	Low
7 Series	2,014	Europe	Black	Hybrid	Automatic	2.3	74,618	57,819	6,409	Low
X5	2,010	South America	Grey	Hybrid	Automatic	3.1	43,980	31,585	604	Low
3 Series	2,013	North America	Silver	Hybrid	Automatic	4.5	9,063	89,841	9,364	High
M5	2,013	North America	Blue	Electric	Automatic	3.4	189,364	33,120	597	Low
7 Series	2,015	Middle East	Red	Diesel	Automatic	2.4	9,748	81,602	8,046	High
X6	2,019	North America	Black	Diesel	Automatic	2.2	55,249	39,793	5,659	Low
M5	2,018	Asia	Black	Petrol	Automatic	4.1	91,731	89,047	986	Low
5 Series	2,012	North America	Silver	Hybrid	Manual	1.5	16,003	58,099	2,788	Low
i8	2,018	Africa	Blue	Petrol	Manual	4.7	147,551	99,263	4,447	Low
i3	2,015	North America	Grey	Hybrid	Manual	1.6	6,810	36,118	8,103	High
M3	2,016	Asia	Blue	Diesel	Automatic	3.7	191,832	63,790	2,961	Low
i3	2,021	North America	Grey	Electric	Manual	3.6	107,846	99,863	2,325	Low
X5	2,019	Europe	Red	Electric	Automatic	3.5	90,973	34,619	3,933	Low
X3	2,011	North America	Silver	Petrol	Automatic	3.2	90,454	65,067	2,947	Low
X3	2,020	Middle East	Black	Electric	Manual	4.5	185,464	44,692	3,944	Low
X5	2,019	Middle East	Silver	Hybrid	Manual	3.8	45,752	87,294	1,824	Low
3 Series	2,023	Middle East	Silver	Hybrid	Automatic	4.2	75,232	47,796	5,095	Low
X3	2,015	Middle East	Grey	Petrol	Manual	1.9	169,553	49,976	3,152	Low
i3	2,015	Africa	White	Diesel	Automatic	1.7	183,578	99,910	7,566	High
X1	2,011	Europe	White	Diesel	Automatic	1.6	61,133	79,542	6,675	Low
X1	2,011	Asia	Blue	Hybrid	Manual	2	12,839	117,505	3,140	Low
X6	2,023	Asia	Grey	Electric	Manual	3.8	100,766	106,980	290	Low
X1	2,011	Africa	White	Electric	Automatic	3.2	188,137	117,606	4,075	Low
X3	2,019	Asia	White	Diesel	Automatic	4.1	100,615	80,642	3,672	Low
M3	2,021	Africa	Blue	Diesel	Manual	2.2	20,092	73,007	6,916	Low
M5	2,010	North America	Blue	Electric	Manual	2.8	962	72,750	7,125	High
3 Series	2,014	Asia	Silver	Petrol	Manual	4.6	162	63,693	2,807	Low
5 Series	2,017	Africa	Red	Petrol	Manual	4.8	14,181	114,333	5,445	Low
i3	2,011	North America	Red	Petrol	Automatic	4.7	131,402	30,946	3,244	Low
i3	2,022	North America	Silver	Diesel	Automatic	4.4	42,739	95,874	8,563	High
X6	2,024	North America	Grey	Electric	Automatic	3.9	187,498	38,532	2,390	Low
M3	2,014	Middle East	White	Petrol	Automatic	4.7	174,195	55,224	1,883	Low
M3	2,021	Asia	Black	Petrol	Manual	4	192,353	103,374	5,165	Low
i3	2,017	Middle East	Black	Petrol	Automatic	4.8	10,838	117,133	4,567	Low
i3	2,019	Europe	Black	Petrol	Manual	1.6	144,068	32,394	7,935	High
M3	2,023	Europe	Silver	Petrol	Automatic	4.7	140,196	89,476	6,933	Low
M3	2,014	Middle East	Black	Diesel	Automatic	3.4	54,541	82,956	942	Low
i8	2,011	Europe	Blue	Diesel	Manual	1.9	167,366	69,091	190	Low
M3	2,012	Asia	Silver	Electric	Automatic	2.3	70,260	60,562	5,209	Low
i3	2,024	North America	Silver	Electric	Automatic	4.5	72,800	36,585	923	Low
X5	2,015	Europe	Grey	Hybrid	Manual	3.3	42,751	71,680	9,273	High
i8	2,020	Asia	Blue	Hybrid	Automatic	4.9	43,009	80,548	765	Low
7 Series	2,020	North America	White	Petrol	Automatic	1.9	149,677	112,448	2,177	Low
i3	2,014	Asia	Grey	Hybrid	Manual	2.9	67,588	111,459	1,937	Low
X6	2,020	Europe	White	Electric	Automatic	2.7	57,900	115,990	9,050	High
5 Series	2,013	Asia	Black	Electric	Manual	3.3	76,518	45,902	6,968	Low
7 Series	2,013	South America	Silver	Hybrid	Automatic	3.7	9,212	92,396	849	Low
X3	2,014	Europe	Red	Diesel	Manual	3.8	24,379	51,623	8,623	High
M5	2,011	Middle East	White	Diesel	Manual	1.5	57,723	34,856	9,522	High
X6	2,018	South America	White	Hybrid	Manual	1.8	188,969	95,068	7,989	High
X6	2,011	North America	Silver	Diesel	Automatic	1.6	18,817	78,895	4,544	Low
M3	2,019	South America	Red	Electric	Automatic	4.5	172,503	60,313	9,981	High
5 Series	2,011	North America	Black	Petrol	Manual	2.6	139,868	68,461	3,577	Low
i3	2,019	South America	Red	Petrol	Automatic	2.8	82,644	112,021	4,734	Low
3 Series	2,023	Europe	White	Diesel	Manual	3.1	91,541	104,299	1,376	Low
X5	2,018	North America	Silver	Hybrid	Automatic	4.5	94,546	33,306	3,488	Low
i8	2,023	North America	Blue	Petrol	Manual	1.5	114,555	46,258	4,597	Low
3 Series	2,012	Europe	Grey	Petrol	Automatic	1.9	43,660	63,066	1,004	Low
X6	2,024	Europe	Grey	Diesel	Manual	3.9	178,365	41,193	2,184	Low
i3	2,019	Asia	Black	Petrol	Manual	4.9	16,293	114,360	8,309	High
i8	2,016	South America	Grey	Diesel	Manual	3.7	9,599	91,024	1,110	Low
X5	2,013	South America	Red	Diesel	Manual	2.4	199,864	77,074	4,481	Low
X6	2,022	South America	Blue	Electric	Manual	3.3	92,448	114,438	1,649	Low
X5	2,022	Asia	White	Electric	Automatic	4.9	132,350	60,440	7,477	High
X5	2,015	Africa	Silver	Electric	Manual	3.3	198,967	66,074	1,412	Low
X3	2,023	Asia	Red	Petrol	Automatic	2.8	185,046	78,954	1,685	Low
i8	2,013	South America	Black	Hybrid	Manual	2.8	194,474	38,596	6,131	Low
5 Series	2,019	Africa	Red	Electric	Manual	4.9	134,203	87,066	2,282	Low
i8	2,024	Europe	Blue	Hybrid	Manual	4	11,415	69,676	4,322	Low
X3	2,016	Africa	White	Petrol	Manual	3.9	89,156	108,691	8,478	High
3 Series	2,010	Europe	Grey	Diesel	Automatic	2.3	111,032	31,602	5,706	Low
X5	2,012	Africa	Silver	Petrol	Manual	3.5	63,660	99,573	7,782	High
X3	2,022	North America	White	Electric	Automatic	2.7	161,420	92,755	3,613	Low
X5	2,012	Asia	Black	Petrol	Manual	2.3	153,759	54,938	8,086	High
X6	2,010	South America	Red	Hybrid	Automatic	4.6	116,406	96,797	8,729	High
X3	2,015	South America	Blue	Diesel	Automatic	2.8	158,569	69,532	2,340	Low
X1	2,024	Middle East	Silver	Hybrid	Automatic	2.5	118,400	110,638	3,728	Low
i3	2,022	Africa	Silver	Electric	Manual	4.8	25,918	104,913	260	Low
X1	2,020	Middle East	White	Diesel	Automatic	2.2	61,100	55,989	6,603	Low
X5	2,023	North America	White	Electric	Manual	4.1	95,317	43,226	864	Low
M5	2,018	Asia	Grey	Electric	Automatic	3.8	35,524	101,554	3,995	Low
5 Series	2,017	Africa	Silver	Diesel	Manual	4.7	197,162	48,562	7,678	High
X3	2,020	Middle East	Blue	Hybrid	Manual	4.4	186,324	117,203	4,648	Low
5 Series	2,016	North America	Silver	Diesel	Automatic	4	132,218	70,243	1,043	Low
X5	2,019	North America	Red	Electric	Automatic	2.6	197,643	95,874	9,728	High
X1	2,017	Middle East	Blue	Hybrid	Automatic	3.2	156,635	117,247	7,487	High
i8	2,015	North America	Silver	Hybrid	Manual	4.8	182,986	114,169	3,374	Low
i8	2,018	North America	Silver	Petrol	Automatic	1.6	177,294	103,376	3,457	Low
X3	2,012	South America	Black	Petrol	Automatic	4.3	184,444	75,184	1,211	Low
X6	2,024	Africa	Red	Diesel	Automatic	2.4	168,229	38,519	4,888	Low
X1	2,019	Asia	Silver	Petrol	Manual	2.1	63,805	99,025	3,389	Low
3 Series	2,019	Europe	Red	Hybrid	Automatic	2.3	90,402	118,740	2,469	Low
M3	2,018	North America	White	Hybrid	Manual	1.7	120,047	81,338	858	Low
X1	2,013	Asia	Red	Diesel	Automatic	5	12,396	63,276	6,373	Low
i8	2,016	Middle East	Red	Petrol	Manual	4.5	37,135	85,562	5,341	Low
7 Series	2,024	Europe	Grey	Electric	Manual	3.3	148,452	87,831	3,178	Low
X5	2,022	Middle East	White	Hybrid	Automatic	4	5,823	67,745	926	Low
X6	2,018	Middle East	Blue	Hybrid	Manual	3.4	83,167	44,755	2,865	Low
X6	2,011	Asia	Blue	Diesel	Manual	4.3	181,311	103,779	6,698	Low

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