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
X3	2,013	Africa	White	Hybrid	Automatic	2	153,571	70,050	3,882	Low
7 Series	2,022	Africa	Silver	Diesel	Automatic	2.6	190,268	98,219	4,303	Low
i8	2,022	Middle East	Black	Diesel	Manual	2.6	116,518	117,191	4,334	Low
M5	2,024	Asia	Grey	Hybrid	Manual	4.3	177,252	36,539	5,406	Low
M5	2,023	Europe	Blue	Hybrid	Manual	4.5	131,451	116,035	8,971	High
X3	2,017	Asia	Black	Hybrid	Automatic	2.2	40,729	48,535	1,936	Low
M5	2,018	Europe	Silver	Hybrid	Automatic	1.9	53,363	56,656	1,320	Low
X5	2,012	North America	Grey	Hybrid	Automatic	3.7	51,022	114,137	6,089	Low
5 Series	2,015	Africa	Red	Hybrid	Automatic	4.3	103,831	92,923	9,765	High
i3	2,019	South America	White	Diesel	Manual	4.9	113,875	58,888	5,475	Low
i8	2,020	Europe	Blue	Electric	Manual	1.5	186,317	53,029	7,999	High
7 Series	2,024	Asia	Red	Hybrid	Automatic	2.9	131,069	95,934	3,929	Low
M3	2,014	South America	Black	Electric	Manual	4.1	84,831	68,065	8,231	High
7 Series	2,015	North America	Black	Diesel	Manual	4.4	73,442	46,790	964	Low
7 Series	2,013	Middle East	Red	Hybrid	Automatic	1.7	41,888	74,192	3,453	Low
7 Series	2,019	Europe	Red	Petrol	Manual	3.9	38,273	58,781	9,590	High
X5	2,015	North America	White	Diesel	Manual	2.5	47,867	116,048	1,088	Low
X1	2,016	Middle East	Silver	Hybrid	Manual	1.8	109,213	36,712	5,166	Low
3 Series	2,018	North America	White	Hybrid	Manual	3.2	5,089	98,161	3,314	Low
i8	2,019	Africa	Black	Hybrid	Manual	2.1	104,010	54,241	208	Low
M5	2,016	South America	Grey	Diesel	Automatic	4.1	180,619	50,452	190	Low
3 Series	2,015	South America	Blue	Hybrid	Automatic	4.1	67,153	47,483	2,087	Low
X6	2,010	Europe	White	Diesel	Manual	4.4	15,664	74,689	815	Low
3 Series	2,011	South America	Red	Petrol	Automatic	2.8	173,957	65,128	3,624	Low
7 Series	2,010	Asia	Grey	Diesel	Manual	1.5	32,521	61,829	6,346	Low
i8	2,018	South America	Silver	Diesel	Manual	2.4	38,880	89,741	6,978	Low
3 Series	2,019	Asia	Black	Hybrid	Manual	3.1	15,294	31,102	1,027	Low
X1	2,019	Middle East	Black	Hybrid	Automatic	3.9	128,515	37,787	3,483	Low
3 Series	2,018	North America	Blue	Petrol	Automatic	2.8	168,835	112,587	9,724	High
3 Series	2,016	Europe	Silver	Diesel	Manual	3.4	125,800	60,760	665	Low
M5	2,022	Middle East	Red	Diesel	Automatic	3.3	22,180	106,270	8,432	High
5 Series	2,011	Europe	Silver	Hybrid	Manual	2.1	40,681	97,597	9,361	High
3 Series	2,015	Europe	Silver	Electric	Automatic	3.7	182,212	110,749	9,613	High
7 Series	2,020	Africa	Silver	Electric	Automatic	3	163,766	81,255	5,339	Low
X6	2,013	North America	White	Diesel	Manual	4.3	169,688	42,182	8,827	High
X3	2,010	Middle East	Red	Petrol	Automatic	3.9	15,904	95,546	2,718	Low
M3	2,010	Asia	Grey	Petrol	Automatic	1.9	178,622	112,553	8,190	High
X5	2,021	North America	Grey	Diesel	Manual	3.2	189,006	54,423	7,733	High
5 Series	2,014	Asia	Grey	Petrol	Automatic	4	57,299	110,697	9,707	High
X3	2,021	South America	Blue	Electric	Automatic	1.8	167,243	115,630	6,770	Low
7 Series	2,011	Asia	Red	Petrol	Automatic	4.3	160,205	53,472	3,588	Low
i3	2,013	Asia	Grey	Hybrid	Automatic	2.3	40,085	86,122	2,837	Low
5 Series	2,010	Middle East	Black	Hybrid	Automatic	3.3	165,591	112,961	5,707	Low
7 Series	2,013	Africa	Grey	Petrol	Manual	4.8	96,715	95,715	4,284	Low
X3	2,020	South America	Blue	Electric	Automatic	3.5	188,115	115,467	1,955	Low
3 Series	2,015	Asia	Blue	Electric	Automatic	3	36,079	65,843	4,760	Low
5 Series	2,019	Asia	Blue	Diesel	Automatic	1.5	114,615	45,338	5,780	Low
X3	2,013	South America	Red	Hybrid	Manual	2	128,970	86,908	5,930	Low
M5	2,010	South America	Black	Electric	Manual	3.5	31,957	33,585	1,012	Low
M3	2,016	South America	Silver	Petrol	Manual	3.2	110,944	56,881	6,300	Low
7 Series	2,023	South America	White	Electric	Manual	2.8	187,321	118,815	4,653	Low
X6	2,011	North America	Red	Hybrid	Automatic	4.7	80,845	90,945	9,002	High
X5	2,018	North America	White	Hybrid	Manual	2.7	148,428	81,078	5,242	Low
5 Series	2,022	Middle East	Blue	Hybrid	Manual	3.4	186,008	55,944	5,209	Low
i8	2,012	Asia	Blue	Petrol	Automatic	3.5	111,591	39,853	7,190	High
i8	2,017	Middle East	Red	Electric	Automatic	3.3	182,991	59,097	3,109	Low
X3	2,022	North America	White	Diesel	Manual	3.2	84,957	55,573	1,131	Low
X5	2,017	North America	Grey	Hybrid	Automatic	2.7	37,120	48,626	9,819	High
X5	2,012	Europe	Silver	Electric	Manual	4.7	147,995	114,922	7,380	High
M3	2,013	Europe	White	Petrol	Automatic	3.1	37,475	59,211	9,009	High
X1	2,011	South America	White	Hybrid	Automatic	3.3	155,055	95,454	2,192	Low
X6	2,013	North America	Silver	Electric	Manual	3.8	115,052	57,722	1,004	Low
X1	2,020	Middle East	Silver	Hybrid	Automatic	1.7	119,921	72,855	1,041	Low
5 Series	2,020	Middle East	White	Diesel	Manual	4.2	102,337	72,107	152	Low
X3	2,020	Middle East	White	Electric	Automatic	3.3	114,998	54,840	1,410	Low
M3	2,023	Africa	Black	Electric	Manual	3.8	10,857	62,228	614	Low
X5	2,018	Africa	Blue	Petrol	Automatic	4.2	151,908	110,928	209	Low
i3	2,011	Middle East	Grey	Hybrid	Automatic	4.6	30,314	87,876	2,429	Low
3 Series	2,021	Middle East	Blue	Hybrid	Manual	2.9	15,264	68,793	7,426	High
5 Series	2,021	Europe	Grey	Hybrid	Automatic	4.3	48,432	64,934	2,073	Low
X3	2,022	Asia	Blue	Hybrid	Automatic	2.4	62,115	100,698	8,064	High
X6	2,012	Africa	Grey	Hybrid	Manual	3.8	182,941	78,539	8,516	High
X1	2,024	North America	Grey	Petrol	Automatic	1.9	68,065	118,132	5,587	Low
X6	2,020	Africa	Black	Electric	Automatic	1.6	128,145	34,136	3,703	Low
M5	2,020	Middle East	Blue	Petrol	Automatic	1.8	11,171	56,923	4,512	Low
5 Series	2,024	South America	Grey	Petrol	Automatic	2.6	191,511	106,129	4,051	Low
X5	2,013	Africa	Red	Petrol	Automatic	1.6	160,373	105,300	3,147	Low
X6	2,014	Africa	Red	Diesel	Automatic	3.7	194,733	35,416	6,582	Low
X6	2,010	Middle East	Red	Hybrid	Manual	2.6	176,404	67,017	4,938	Low
X3	2,016	Asia	Black	Electric	Manual	4.1	76,492	119,459	6,100	Low
5 Series	2,023	North America	Black	Diesel	Automatic	1.7	96,009	39,504	8,967	High
5 Series	2,019	Middle East	Grey	Electric	Automatic	2.3	95,884	75,475	8,434	High
7 Series	2,016	South America	Grey	Petrol	Manual	2.9	38,282	56,380	1,669	Low
M5	2,018	Africa	Grey	Electric	Automatic	2.8	122,981	86,872	5,167	Low
7 Series	2,013	Asia	Grey	Petrol	Automatic	2	9,846	97,690	5,658	Low
X6	2,023	Europe	Red	Petrol	Automatic	5	191,673	61,766	6,816	Low
M5	2,023	Middle East	Grey	Electric	Automatic	2.5	5,381	119,216	7,647	High
3 Series	2,015	Asia	Grey	Diesel	Manual	4	76,722	64,869	6,667	Low
5 Series	2,020	Asia	White	Diesel	Automatic	2.3	8,969	67,601	8,781	High
i3	2,011	Asia	Silver	Hybrid	Automatic	4.6	86,975	53,655	880	Low
7 Series	2,021	Europe	Grey	Hybrid	Manual	2.9	160,076	105,622	3,525	Low
X1	2,021	Asia	Black	Petrol	Manual	4.7	106,863	71,180	9,061	High
M5	2,023	Middle East	Silver	Hybrid	Automatic	2.7	128,930	67,459	4,194	Low
X6	2,013	Europe	Silver	Hybrid	Manual	1.5	65,134	69,309	1,618	Low
3 Series	2,011	South America	Blue	Hybrid	Manual	3.3	166,869	83,654	3,358	Low
7 Series	2,019	Africa	Black	Petrol	Automatic	3.3	89,360	74,840	2,242	Low
7 Series	2,014	South America	Black	Electric	Automatic	1.9	189,179	77,940	5,533	Low
M3	2,024	Asia	Grey	Diesel	Automatic	2.3	170,465	99,929	9,276	High
X1	2,016	Middle East	Black	Electric	Manual	4.2	85,786	91,338	6,004	Low
i8	2,022	Asia	White	Diesel	Automatic	1.6	41,859	32,833	3,709	Low

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