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	2,018	Asia	Blue	Electric	Automatic	1.6	103,460	89,449	4,250	Low
M5	2,020	Middle East	Black	Diesel	Manual	1.8	27,634	96,012	1,188	Low
X6	2,019	Asia	Blue	Petrol	Manual	4	168,601	119,789	1,108	Low
3 Series	2,021	Africa	Silver	Hybrid	Manual	4.2	109,154	73,379	9,128	High
X5	2,024	Asia	Silver	Petrol	Automatic	3.4	96,137	103,080	107	Low
M5	2,020	Middle East	Silver	Hybrid	Manual	3.6	92,051	49,924	3,014	Low
X6	2,013	Africa	Blue	Hybrid	Automatic	3.7	52,923	110,400	3,524	Low
M5	2,016	Africa	Blue	Electric	Automatic	1.9	111,113	88,786	9,591	High
5 Series	2,018	Africa	Red	Hybrid	Manual	3.8	33,309	65,329	5,960	Low
5 Series	2,023	Africa	White	Electric	Automatic	3.2	110,223	85,800	9,263	High
X5	2,017	South America	Red	Electric	Automatic	3.6	157,062	48,577	544	Low
3 Series	2,017	Africa	Blue	Diesel	Automatic	3.5	168,053	97,654	7,457	High
X3	2,018	Middle East	Grey	Hybrid	Automatic	4.2	81,920	47,837	2,522	Low
X6	2,023	Europe	Silver	Petrol	Manual	2.6	160,044	46,004	4,945	Low
3 Series	2,014	North America	Blue	Diesel	Manual	2.8	137,990	66,891	6,535	Low
i3	2,023	South America	Red	Diesel	Automatic	2.9	82,216	46,673	4,355	Low
X5	2,014	Middle East	Red	Petrol	Automatic	4.2	141,635	30,516	1,488	Low
M5	2,012	North America	Blue	Petrol	Manual	3	85,505	85,447	4,342	Low
X3	2,014	Middle East	Black	Hybrid	Manual	2.1	140,560	94,562	3,576	Low
7 Series	2,017	Middle East	Silver	Petrol	Automatic	4.9	47,591	70,735	3,043	Low
5 Series	2,021	Africa	Black	Hybrid	Automatic	3.2	148,872	63,115	9,445	High
3 Series	2,014	North America	Blue	Electric	Manual	1.9	136,842	97,516	6,585	Low
i3	2,013	South America	White	Diesel	Manual	3.8	25,899	49,196	8,363	High
7 Series	2,017	Middle East	White	Petrol	Automatic	4.1	80,466	65,583	7,218	High
M3	2,016	North America	White	Hybrid	Automatic	3.3	157,111	54,383	8,873	High
7 Series	2,024	North America	Grey	Hybrid	Automatic	3.8	179,630	48,366	6,974	Low
X6	2,023	North America	Red	Hybrid	Manual	2.1	98,247	72,514	8,468	High
X1	2,023	North America	Red	Electric	Manual	2.8	116,410	92,992	1,942	Low
i3	2,015	Asia	Red	Diesel	Automatic	2.1	63,675	36,359	1,596	Low
M3	2,014	Middle East	Red	Diesel	Manual	2.9	81,440	32,320	6,380	Low
7 Series	2,023	South America	Silver	Electric	Manual	3.5	56,247	90,413	9,216	High
M5	2,014	Africa	Blue	Hybrid	Manual	3	35,457	33,202	9,405	High
X1	2,022	Asia	White	Electric	Manual	3.6	1,083	72,641	8,264	High
7 Series	2,019	Africa	Silver	Electric	Automatic	3.3	93,587	81,469	3,873	Low
M3	2,011	Middle East	Blue	Hybrid	Automatic	2.6	56,214	111,854	7,112	High
i3	2,022	North America	White	Petrol	Manual	2	15,441	68,018	6,098	Low
5 Series	2,024	Asia	Black	Petrol	Manual	2.4	117,405	62,280	1,863	Low
M5	2,013	North America	Black	Electric	Automatic	2.2	102,100	82,075	1,195	Low
5 Series	2,017	Europe	Black	Diesel	Automatic	4	62,755	89,654	6,861	Low
i3	2,017	South America	Red	Petrol	Manual	4.4	157,840	93,590	5,207	Low
X5	2,020	South America	White	Electric	Automatic	4	42,981	68,800	7,715	High
7 Series	2,010	Europe	Black	Electric	Manual	3.8	165,024	81,915	5,972	Low
X5	2,011	Europe	Blue	Diesel	Manual	2.6	185,400	90,278	7,494	High
M3	2,014	Europe	Red	Electric	Automatic	4	66,785	102,518	800	Low
3 Series	2,018	South America	Grey	Diesel	Manual	3.6	178,988	59,275	3,284	Low
7 Series	2,019	North America	Blue	Hybrid	Manual	1.7	75,066	84,433	5,151	Low
7 Series	2,020	Middle East	Blue	Electric	Automatic	4.7	16,903	38,368	4,580	Low
M3	2,021	North America	Silver	Petrol	Automatic	1.8	127,855	33,259	8,704	High
X6	2,022	Africa	Black	Petrol	Manual	3.3	104,817	110,162	3,672	Low
i8	2,020	Europe	Silver	Electric	Automatic	3.3	98,235	54,559	1,811	Low
i3	2,016	South America	Grey	Diesel	Automatic	4.4	40,718	39,660	1,568	Low
X3	2,019	Middle East	Blue	Electric	Manual	4.7	198,302	117,929	4,132	Low
7 Series	2,014	Middle East	Silver	Hybrid	Manual	4.8	168,511	65,396	7,940	High
X3	2,010	South America	Silver	Hybrid	Automatic	3.5	165,033	100,925	7,205	High
X5	2,024	South America	Black	Diesel	Automatic	3.9	85,353	51,485	2,850	Low
7 Series	2,024	North America	Silver	Hybrid	Manual	1.8	156,444	50,176	9,780	High
X3	2,015	South America	Silver	Electric	Manual	3.2	42,893	101,790	7,780	High
5 Series	2,021	Africa	White	Petrol	Automatic	4.6	25,779	62,959	6,165	Low
X6	2,017	Europe	Red	Electric	Automatic	3.1	151,732	53,491	7,664	High
M3	2,016	South America	Grey	Hybrid	Manual	1.7	37,900	99,849	7,339	High
3 Series	2,011	Africa	White	Hybrid	Automatic	2.2	95,163	111,080	9,587	High
X6	2,021	South America	Silver	Petrol	Manual	3	9,007	54,732	3,950	Low
M5	2,014	Europe	White	Petrol	Automatic	2.3	183,193	66,766	5,212	Low
X1	2,023	Middle East	Blue	Hybrid	Manual	2.9	181,459	115,900	9,732	High
7 Series	2,020	South America	Black	Electric	Automatic	2.7	109,470	89,724	5,741	Low
7 Series	2,013	North America	Blue	Electric	Manual	2.6	195,698	34,393	8,254	High
i3	2,018	Africa	Silver	Hybrid	Manual	1.8	47,139	117,147	3,703	Low
i8	2,019	Middle East	Silver	Diesel	Automatic	4.6	26,138	61,234	6,960	Low
X3	2,010	Africa	Grey	Petrol	Manual	3.9	133,348	56,037	9,954	High
7 Series	2,021	North America	White	Diesel	Automatic	3.7	14,974	91,840	5,895	Low
M5	2,015	Asia	White	Diesel	Automatic	3.6	2,652	81,727	5,580	Low
i3	2,012	Europe	White	Hybrid	Automatic	2.9	74,842	57,685	419	Low
3 Series	2,020	North America	Black	Diesel	Automatic	4.4	33,482	40,815	4,076	Low
X5	2,018	Africa	Blue	Electric	Manual	4.8	146,648	32,114	869	Low
X1	2,014	Africa	Red	Petrol	Manual	1.5	10,359	85,587	7,846	High
5 Series	2,022	Asia	Black	Diesel	Manual	1.8	77,956	95,543	8,377	High
i3	2,015	South America	Grey	Petrol	Manual	3.9	81,970	94,806	9,859	High
i8	2,020	South America	White	Petrol	Manual	2.3	156,225	69,618	6,804	Low
7 Series	2,018	Europe	Silver	Petrol	Automatic	4.7	35,879	75,088	5,644	Low
X1	2,018	North America	Black	Diesel	Manual	3.8	133,068	92,639	9,052	High
X1	2,017	Asia	Black	Petrol	Automatic	2.8	41,591	60,991	9,936	High
X6	2,018	South America	Red	Electric	Manual	3	35,322	70,100	6,681	Low
i8	2,013	Middle East	Black	Diesel	Manual	3.9	104,934	33,173	8,652	High
X5	2,015	Asia	Silver	Diesel	Manual	2	45,264	82,989	9,590	High
i3	2,014	Europe	Silver	Diesel	Manual	4.6	17,374	88,481	194	Low
M3	2,014	Africa	Black	Petrol	Manual	1.5	127,157	52,449	983	Low
X3	2,013	South America	Blue	Electric	Manual	4.9	145,674	119,947	4,141	Low
M5	2,011	Europe	Grey	Hybrid	Automatic	2.1	166,790	58,420	2,897	Low
X6	2,021	South America	Blue	Petrol	Automatic	4.1	53,317	63,088	5,827	Low
i8	2,015	North America	Red	Electric	Manual	1.6	161,372	56,923	2,481	Low
X6	2,018	South America	Silver	Diesel	Manual	3	470	84,546	9,991	High
X3	2,021	North America	White	Hybrid	Manual	3.7	22,860	116,905	3,316	Low
i3	2,010	Asia	Black	Electric	Manual	1.7	162,933	36,748	8,806	High
i8	2,023	Africa	Blue	Hybrid	Manual	3.1	60,836	49,375	8,693	High
3 Series	2,016	Asia	Silver	Diesel	Automatic	2.6	35,275	65,136	7,849	High
X3	2,015	Europe	Black	Hybrid	Manual	3.2	126,972	63,055	8,786	High
X5	2,012	Europe	Silver	Hybrid	Automatic	3.3	56,651	33,466	4,520	Low
M5	2,010	South America	Black	Hybrid	Manual	4.2	48,378	44,161	829	Low
X6	2,022	Middle East	Grey	Petrol	Automatic	1.9	60,354	56,641	5,262	Low
X5	2,013	Europe	Red	Petrol	Automatic	1.8	169,443	37,821	5,151	Low

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