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
X5	2,012	Europe	Black	Diesel	Automatic	3.5	13,766	97,797	8,227	High
7 Series	2,018	North America	Red	Petrol	Automatic	2.4	198,354	52,963	9,658	High
X6	2,016	Africa	Grey	Electric	Manual	2.4	178,355	107,278	9,033	High
X3	2,017	North America	Silver	Diesel	Manual	2.7	37,846	36,638	2,584	Low
X5	2,018	Asia	Black	Petrol	Automatic	2.4	198,683	99,486	1,888	Low
3 Series	2,017	Asia	White	Petrol	Manual	4.5	133,084	92,698	4,035	Low
M3	2,016	South America	Grey	Electric	Manual	3.7	117,253	62,462	3,519	Low
X5	2,024	Middle East	Grey	Electric	Manual	4.4	23,851	100,327	1,171	Low
X1	2,018	Africa	Blue	Hybrid	Manual	4.5	189,210	95,155	1,406	Low
X3	2,020	South America	Silver	Diesel	Automatic	3	84,335	39,074	4,303	Low
X3	2,010	Africa	Blue	Hybrid	Manual	3.2	182,829	43,111	580	Low
M3	2,020	Europe	Black	Hybrid	Automatic	4.9	117,078	100,791	8,776	High
i3	2,024	South America	Silver	Electric	Manual	4.4	69,021	115,927	7,545	High
3 Series	2,013	Europe	Blue	Petrol	Automatic	4.3	92,204	100,018	5,283	Low
M5	2,013	Middle East	Red	Diesel	Automatic	3.5	154,108	39,574	4,505	Low
X1	2,014	Asia	Silver	Hybrid	Automatic	3.1	174,905	98,183	2,859	Low
i8	2,017	Middle East	White	Petrol	Automatic	4.6	8,757	94,083	7,211	High
7 Series	2,019	Africa	White	Diesel	Automatic	4.3	69,399	38,723	9,094	High
M3	2,010	Africa	Silver	Electric	Manual	3.3	87,519	114,330	2,526	Low
M5	2,015	Africa	Red	Petrol	Manual	2.4	198,045	113,633	5,085	Low
7 Series	2,018	Africa	Black	Electric	Automatic	2	5,754	32,320	9,072	High
i3	2,019	North America	Grey	Electric	Manual	3.4	102,105	100,462	9,466	High
i8	2,017	South America	Blue	Hybrid	Manual	2.5	109,903	116,878	8,006	High
i3	2,024	South America	Blue	Petrol	Manual	2.4	155,370	90,870	942	Low
X3	2,011	South America	Silver	Petrol	Automatic	1.9	133,560	54,059	6,053	Low
X3	2,016	North America	Black	Petrol	Manual	1.6	182,452	42,687	8,294	High
i8	2,014	Europe	White	Hybrid	Automatic	4.2	64,965	93,714	2,890	Low
5 Series	2,011	Asia	Black	Petrol	Manual	1.9	97,624	88,767	2,846	Low
X3	2,020	South America	Grey	Hybrid	Automatic	4.6	39,123	82,431	3,792	Low
3 Series	2,010	South America	Red	Electric	Automatic	2.2	153,737	61,008	2,336	Low
i3	2,011	Middle East	Silver	Electric	Manual	4.2	112,358	84,732	3,816	Low
M3	2,020	North America	Blue	Electric	Automatic	4.4	181,632	113,409	4,276	Low
7 Series	2,019	Europe	Red	Petrol	Automatic	4.3	58,667	62,306	2,828	Low
X6	2,015	Asia	Blue	Electric	Automatic	4.6	23,610	66,706	6,400	Low
X3	2,020	Europe	Silver	Electric	Manual	2.7	113,299	115,712	8,487	High
i3	2,021	Middle East	White	Petrol	Automatic	5	84,811	58,752	4,547	Low
5 Series	2,017	Asia	Blue	Electric	Automatic	2.5	150,203	55,827	7,757	High
M3	2,012	Middle East	Red	Hybrid	Manual	4.8	72,575	81,048	512	Low
i3	2,014	Europe	Grey	Hybrid	Automatic	3	130,219	117,074	453	Low
X5	2,024	Europe	Black	Diesel	Manual	1.7	22,159	107,776	3,630	Low
X1	2,020	South America	White	Hybrid	Automatic	4.2	27,837	91,279	5,292	Low
X3	2,011	North America	Red	Petrol	Manual	4.3	162,265	73,398	1,766	Low
X1	2,021	Asia	Blue	Electric	Automatic	2.2	168,119	91,128	9,747	High
X3	2,017	Middle East	Grey	Hybrid	Automatic	4.4	132,042	51,303	4,935	Low
7 Series	2,013	North America	Blue	Diesel	Manual	2.1	36,482	69,344	182	Low
i8	2,020	Middle East	Black	Petrol	Automatic	2	9,601	50,484	2,019	Low
7 Series	2,019	North America	Red	Petrol	Automatic	4.3	151,723	59,819	2,714	Low
M3	2,021	North America	Silver	Petrol	Automatic	2.5	24,188	43,584	5,720	Low
3 Series	2,015	Africa	Grey	Petrol	Automatic	1.8	90,706	108,039	9,851	High
X5	2,012	South America	Blue	Petrol	Automatic	4.8	199,519	38,206	2,457	Low
5 Series	2,020	Middle East	Silver	Diesel	Manual	3.4	85,078	55,386	1,158	Low
i3	2,024	Asia	Blue	Diesel	Automatic	3.1	192,427	76,353	838	Low
M5	2,017	Asia	Silver	Hybrid	Automatic	3.3	154,135	85,440	8,304	High
3 Series	2,017	Europe	Silver	Electric	Manual	3.8	33,804	68,001	198	Low
X1	2,012	North America	Grey	Hybrid	Automatic	4.5	177,152	78,164	6,078	Low
i8	2,021	Middle East	White	Petrol	Manual	3.9	37,252	45,117	6,204	Low
M5	2,018	Africa	Red	Electric	Manual	4.1	32,756	41,578	3,773	Low
i8	2,019	North America	White	Diesel	Automatic	2.1	145,514	59,219	5,152	Low
i8	2,022	Asia	Blue	Petrol	Automatic	2.8	71,820	71,833	5,250	Low
M5	2,014	Europe	White	Hybrid	Manual	3.5	139,236	43,133	7,676	High
M3	2,019	North America	Silver	Diesel	Automatic	3.7	61,618	106,267	288	Low
3 Series	2,018	Middle East	Black	Hybrid	Automatic	2.4	57,264	40,190	6,147	Low
X3	2,016	North America	Silver	Hybrid	Manual	4.9	37,551	79,671	3,101	Low
5 Series	2,024	South America	White	Diesel	Manual	1.9	10,023	89,975	4,335	Low
X1	2,024	Asia	White	Electric	Manual	1.9	32,731	100,603	6,840	Low
3 Series	2,024	Africa	Grey	Diesel	Manual	2.3	159,196	73,099	9,537	High
M3	2,019	Asia	Black	Hybrid	Automatic	4.1	33,844	84,085	9,541	High
X1	2,012	North America	Blue	Petrol	Automatic	1.6	85,075	87,636	4,453	Low
7 Series	2,015	Europe	Blue	Hybrid	Manual	5	149,572	52,842	2,590	Low
7 Series	2,019	Middle East	Blue	Diesel	Automatic	5	183,238	55,406	8,925	High
X1	2,011	South America	Red	Electric	Manual	2.1	117,533	72,816	1,066	Low
i3	2,015	Asia	Silver	Hybrid	Automatic	2.9	152,741	66,975	3,846	Low
3 Series	2,021	South America	Silver	Hybrid	Manual	2.2	32,902	113,290	7,090	High
3 Series	2,014	Asia	Red	Hybrid	Manual	2.9	145,482	111,164	543	Low
X3	2,022	Middle East	Red	Electric	Manual	3.4	149,242	54,983	7,605	High
X6	2,012	North America	Red	Petrol	Manual	4.4	8,394	100,640	9,510	High
7 Series	2,023	Europe	Silver	Diesel	Manual	1.6	5,843	41,757	4,900	Low
3 Series	2,024	Asia	White	Petrol	Automatic	5	135,456	58,082	8,002	High
X6	2,016	Asia	Red	Petrol	Automatic	4.8	99,139	78,882	7,645	High
5 Series	2,020	Africa	Blue	Diesel	Manual	3.5	89,481	86,418	4,133	Low
X3	2,013	Africa	Grey	Hybrid	Automatic	3.2	77,314	38,886	9,941	High
7 Series	2,020	Middle East	Red	Electric	Manual	3.4	20,631	68,613	2,639	Low
M3	2,023	North America	Blue	Electric	Manual	1.6	87,169	87,975	9,236	High
X6	2,015	South America	Blue	Hybrid	Automatic	4.1	92,986	102,590	363	Low
X5	2,018	Asia	Grey	Electric	Manual	3.2	24,617	56,440	9,901	High
X3	2,021	South America	Red	Electric	Automatic	2.5	114,066	45,473	7,159	High
X3	2,023	North America	Black	Hybrid	Automatic	3.1	49,433	72,327	5,873	Low
3 Series	2,015	Asia	Blue	Electric	Automatic	2.5	18,559	74,856	3,407	Low
i3	2,013	Middle East	Grey	Petrol	Automatic	3.9	131,887	112,242	6,464	Low
5 Series	2,024	Europe	Blue	Hybrid	Manual	3.7	31,816	81,292	4,875	Low
i3	2,019	Africa	Black	Petrol	Manual	2.9	105,891	30,787	7,472	High
i3	2,024	Middle East	Silver	Diesel	Manual	2.6	153,696	83,024	7,441	High
3 Series	2,011	Europe	Grey	Diesel	Automatic	4.6	119,293	93,543	969	Low
i8	2,018	Africa	Blue	Petrol	Automatic	3.9	2,442	96,999	7,386	High
i3	2,024	Asia	Silver	Hybrid	Manual	4	156,137	47,983	8,064	High
X1	2,023	Africa	Black	Electric	Manual	3.7	38,056	67,935	2,004	Low
X3	2,013	North America	Black	Electric	Automatic	1.8	63,549	103,755	2,980	Low
X1	2,013	Middle East	White	Petrol	Automatic	1.7	147,543	30,721	3,050	Low
i8	2,011	South America	Blue	Electric	Automatic	3	184,727	90,920	4,893	Low
M5	2,024	Europe	Blue	Hybrid	Manual	4.8	74,783	72,637	6,338	Low

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