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	2,019	South America	Silver	Electric	Automatic	2.5	183,820	51,023	8,268	High
X5	2,021	Asia	Red	Electric	Automatic	3.8	73,399	46,794	4,489	Low
i8	2,023	South America	Red	Electric	Manual	3.6	2,547	87,101	6,716	Low
X1	2,018	South America	Black	Electric	Manual	3.7	60,877	79,072	666	Low
i3	2,017	Europe	White	Diesel	Automatic	4.6	63,721	46,846	3,064	Low
3 Series	2,020	Middle East	Grey	Diesel	Manual	2.5	31,526	47,789	3,992	Low
X6	2,013	Middle East	Silver	Petrol	Automatic	4.1	35,232	93,845	8,652	High
i8	2,021	North America	Black	Hybrid	Automatic	3.6	152,960	114,442	1,985	Low
X5	2,016	Europe	White	Petrol	Automatic	1.8	40,797	96,845	683	Low
X3	2,019	Middle East	White	Hybrid	Manual	2.9	150,029	57,775	9,235	High
7 Series	2,012	Africa	Grey	Hybrid	Automatic	4.4	35,748	112,592	4,320	Low
3 Series	2,018	South America	White	Hybrid	Automatic	2.6	90,612	40,870	3,407	Low
7 Series	2,019	South America	White	Electric	Automatic	3.2	104,418	103,386	8,826	High
X3	2,013	Asia	Black	Diesel	Manual	3.2	191,599	36,137	938	Low
M3	2,011	Middle East	Black	Electric	Automatic	3.7	14,485	107,837	6,448	Low
i3	2,019	Africa	White	Hybrid	Manual	4.6	62,750	108,048	7,564	High
X6	2,014	Asia	Red	Electric	Manual	2.1	46,673	48,236	6,261	Low
X1	2,011	South America	Red	Hybrid	Manual	3.3	69,961	63,504	7,424	High
X1	2,023	North America	Red	Petrol	Automatic	3	101,527	77,644	4,225	Low
X1	2,019	Africa	Silver	Hybrid	Automatic	2.5	63,255	91,801	2,134	Low
3 Series	2,015	Africa	Black	Hybrid	Manual	4.7	48,799	90,506	1,402	Low
X6	2,020	Africa	Silver	Petrol	Automatic	1.5	185,700	43,277	499	Low
M5	2,019	North America	Blue	Petrol	Automatic	1.9	14,005	98,744	6,199	Low
7 Series	2,010	North America	Grey	Petrol	Manual	4.1	185,377	74,127	4,563	Low
X3	2,023	North America	Red	Petrol	Manual	2.4	83,572	40,600	7,300	High
5 Series	2,015	South America	Blue	Petrol	Automatic	4	192,887	37,638	820	Low
X1	2,013	Middle East	Grey	Hybrid	Automatic	4.4	124,845	31,609	9,173	High
X3	2,012	Europe	White	Hybrid	Automatic	2.4	34,765	99,372	2,198	Low
M5	2,011	Asia	Grey	Hybrid	Manual	2.2	175,574	100,077	2,996	Low
i8	2,016	Asia	Black	Electric	Automatic	2	121,787	62,726	2,897	Low
7 Series	2,018	Europe	Silver	Hybrid	Automatic	2.2	110,894	42,316	3,458	Low
5 Series	2,021	Africa	Blue	Petrol	Manual	2.4	93,822	67,866	7,270	High
5 Series	2,012	Europe	Grey	Hybrid	Automatic	4.5	111,096	105,696	5,599	Low
X3	2,015	North America	Black	Electric	Automatic	4.2	46,632	95,140	5,764	Low
X5	2,018	Africa	Black	Electric	Automatic	1.5	8,535	99,170	5,527	Low
i3	2,011	Europe	Grey	Electric	Automatic	4.6	16,417	110,058	7,706	High
X5	2,016	Africa	White	Electric	Manual	1.8	34,862	94,352	6,753	Low
3 Series	2,014	North America	Silver	Diesel	Automatic	3.8	61,971	113,752	8,838	High
X5	2,014	Europe	Silver	Electric	Manual	2	189,276	92,994	3,719	Low
i3	2,020	Asia	Blue	Petrol	Manual	1.7	130,931	71,750	957	Low
5 Series	2,016	Middle East	Grey	Diesel	Manual	4.2	195,559	38,003	1,052	Low
X6	2,018	Asia	Blue	Diesel	Automatic	3.1	17,841	30,841	3,098	Low
5 Series	2,013	South America	Red	Diesel	Manual	3.6	95,849	51,110	1,251	Low
3 Series	2,018	Asia	Red	Diesel	Automatic	3	11,656	107,639	1,723	Low
X1	2,024	South America	Blue	Diesel	Automatic	1.7	99,249	42,767	6,233	Low
M3	2,023	North America	Red	Petrol	Automatic	4.1	8,883	68,433	1,537	Low
7 Series	2,022	Middle East	Blue	Electric	Manual	4.4	121,218	71,873	6,349	Low
i3	2,020	Asia	White	Hybrid	Manual	1.6	36,352	100,993	6,286	Low
i3	2,019	Middle East	Silver	Petrol	Automatic	2.8	62,902	108,850	2,459	Low
5 Series	2,018	South America	Red	Petrol	Automatic	3.5	129,256	109,345	4,579	Low
7 Series	2,022	Asia	Red	Diesel	Automatic	3.6	109,452	107,050	4,534	Low
X1	2,013	Middle East	Red	Petrol	Manual	3.5	33,273	59,583	3,382	Low
X3	2,012	Europe	Black	Hybrid	Automatic	3.9	115,511	94,136	6,118	Low
X5	2,011	North America	Blue	Electric	Automatic	4.9	49,679	56,080	7,304	High
X1	2,018	South America	Black	Hybrid	Automatic	2.9	118,037	60,543	9,326	High
i3	2,021	Europe	Grey	Hybrid	Manual	3.4	178,437	44,555	2,894	Low
3 Series	2,011	North America	Red	Petrol	Manual	3.9	41,076	47,446	1,343	Low
M5	2,015	Europe	Black	Petrol	Automatic	3.6	6,144	32,514	1,910	Low
7 Series	2,014	Africa	White	Hybrid	Manual	2.9	24,577	89,645	5,149	Low
7 Series	2,023	Europe	Blue	Electric	Manual	3.7	106,202	80,020	4,474	Low
X1	2,014	North America	Grey	Hybrid	Automatic	3.8	110,785	114,851	1,848	Low
X6	2,013	Europe	Grey	Petrol	Automatic	3.5	39,972	106,448	1,548	Low
7 Series	2,015	South America	Silver	Petrol	Automatic	2.2	105,488	31,512	9,980	High
i3	2,014	Africa	Blue	Electric	Automatic	3.3	61,072	107,198	463	Low
i8	2,020	Europe	Blue	Hybrid	Automatic	4.6	98,309	99,912	3,797	Low
i8	2,013	Africa	Red	Electric	Automatic	4.5	25,984	96,590	9,490	High
i3	2,022	Europe	Silver	Petrol	Manual	4.1	154,385	44,139	9,232	High
i8	2,018	Europe	Silver	Hybrid	Automatic	3.9	3,720	87,393	2,562	Low
X3	2,022	Africa	Silver	Electric	Automatic	2	156,191	113,198	2,679	Low
M3	2,015	Middle East	Red	Petrol	Manual	3.1	126,454	31,935	9,667	High
X5	2,020	Asia	Grey	Diesel	Automatic	1.9	176,176	43,509	3,047	Low
M3	2,019	Africa	White	Diesel	Manual	4.4	86,156	61,783	8,086	High
M3	2,019	Africa	Black	Diesel	Automatic	2.5	167,424	69,418	7,862	High
i3	2,022	Asia	Red	Petrol	Manual	4.2	95,084	90,492	2,578	Low
M3	2,019	Africa	Blue	Electric	Manual	4.4	52,773	113,328	2,055	Low
i3	2,022	South America	Black	Electric	Manual	4.6	15,083	101,359	372	Low
M3	2,012	Africa	Red	Petrol	Automatic	4.1	65,573	69,458	5,007	Low
X6	2,019	Europe	Red	Electric	Automatic	3.5	150,051	60,708	591	Low
3 Series	2,015	South America	White	Electric	Manual	3.6	64,713	106,384	117	Low
7 Series	2,023	Middle East	Red	Diesel	Manual	2.6	90,722	60,325	3,937	Low
i3	2,010	North America	White	Diesel	Manual	2.1	139,567	89,437	5,500	Low
i8	2,014	Asia	Black	Petrol	Automatic	2	174,944	80,449	7,117	High
M3	2,019	North America	Blue	Diesel	Manual	2.1	172,199	52,713	995	Low
X1	2,015	North America	Silver	Petrol	Automatic	4.8	9,398	64,917	9,708	High
3 Series	2,024	Asia	White	Hybrid	Manual	2.1	161,793	48,894	727	Low
i8	2,020	North America	Red	Diesel	Automatic	4	94,719	83,439	498	Low
i8	2,017	Europe	Black	Hybrid	Automatic	2.1	143,270	55,965	7,966	High
i8	2,020	Asia	Grey	Electric	Manual	4.9	16,359	87,735	8,155	High
X5	2,024	Europe	Black	Petrol	Manual	2.8	24,052	77,390	939	Low
5 Series	2,024	Africa	White	Electric	Automatic	2.9	171,992	89,917	2,500	Low
M3	2,018	Asia	Silver	Diesel	Manual	2.9	148,569	117,956	8,790	High
M5	2,020	Africa	Silver	Hybrid	Manual	4.4	143,453	67,539	3,664	Low
X1	2,012	Africa	Black	Diesel	Automatic	2.3	48,444	53,150	6,210	Low
i3	2,011	Europe	Blue	Electric	Manual	4.4	99,187	85,449	5,459	Low
i3	2,022	Europe	Grey	Diesel	Automatic	3.8	21,945	93,651	4,040	Low
5 Series	2,013	South America	White	Hybrid	Automatic	2.3	111,928	30,206	8,030	High
i8	2,017	Middle East	Grey	Diesel	Automatic	1.7	132,507	101,587	7,663	High
X1	2,020	South America	Black	Electric	Automatic	4.2	63,069	39,531	4,232	Low
X3	2,017	North America	Blue	Diesel	Automatic	2.3	103,948	49,964	9,901	High
3 Series	2,012	South America	Red	Diesel	Automatic	4.6	173,800	50,761	9,896	High

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