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
i3	2,012	Europe	Grey	Diesel	Automatic	1.5	11,761	78,039	4,298	Low
i8	2,016	Asia	Red	Electric	Manual	3.7	45,748	40,894	3,333	Low
X3	2,015	North America	Blue	Diesel	Automatic	4	144,572	81,028	2,531	Low
5 Series	2,013	Europe	Silver	Electric	Automatic	2	174,241	65,159	2,854	Low
M5	2,018	Europe	Red	Petrol	Manual	2.1	199,822	116,974	1,338	Low
M3	2,010	South America	Blue	Petrol	Automatic	4.9	102,853	102,799	164	Low
X3	2,010	North America	Blue	Petrol	Manual	4.8	90,473	81,900	5,344	Low
i3	2,018	Middle East	Grey	Electric	Manual	2	69,275	118,622	2,624	Low
i8	2,016	Asia	Grey	Diesel	Automatic	2.4	128,308	40,406	5,203	Low
7 Series	2,011	Europe	Blue	Electric	Manual	4.6	62,997	103,339	6,903	Low
3 Series	2,020	Africa	Grey	Electric	Manual	3	44,522	36,704	9,708	High
X5	2,019	North America	Silver	Electric	Manual	4.3	31,751	65,421	6,387	Low
5 Series	2,014	Middle East	Grey	Diesel	Manual	2.9	142,999	56,566	1,696	Low
i3	2,022	Europe	Red	Diesel	Manual	4.1	180,491	109,272	8,353	High
i8	2,013	Europe	Red	Petrol	Automatic	2.9	10,391	89,831	6,933	Low
X1	2,010	Europe	Silver	Electric	Automatic	4.6	173,696	73,895	4,653	Low
7 Series	2,021	North America	Grey	Diesel	Manual	2.6	46,951	106,809	4,914	Low
X1	2,022	Asia	Blue	Diesel	Manual	3.3	2,041	39,156	355	Low
X3	2,018	Africa	Black	Hybrid	Automatic	3.3	153,243	70,264	5,869	Low
3 Series	2,024	Asia	Black	Hybrid	Manual	3.8	175,239	88,758	4,240	Low
X1	2,015	Asia	Blue	Hybrid	Automatic	2.6	73,296	59,760	6,643	Low
7 Series	2,020	North America	White	Electric	Automatic	3.7	181,192	30,336	3,670	Low
i8	2,022	North America	Red	Electric	Manual	2	146,547	49,311	8,448	High
X6	2,023	Europe	Blue	Petrol	Automatic	4.6	107,450	59,845	3,489	Low
7 Series	2,021	Europe	Grey	Diesel	Manual	2	17,773	33,260	4,108	Low
M5	2,015	Asia	Black	Electric	Automatic	4.4	15,464	84,812	4,846	Low
5 Series	2,013	Europe	Grey	Petrol	Automatic	3.9	78,369	40,146	8,294	High
i8	2,022	South America	Black	Hybrid	Manual	2.7	90,770	35,338	3,957	Low
X1	2,011	Middle East	White	Hybrid	Automatic	2.6	192,887	34,951	4,286	Low
M5	2,017	Africa	Grey	Electric	Automatic	4.9	152,181	91,686	8,989	High
X3	2,024	Africa	Red	Hybrid	Automatic	2.2	165,064	77,342	6,922	Low
i3	2,024	Europe	Black	Electric	Automatic	4	78,501	63,641	1,058	Low
7 Series	2,017	Europe	Silver	Petrol	Automatic	2.1	133,016	64,618	3,669	Low
M5	2,012	Middle East	White	Electric	Automatic	4.7	55,963	72,940	8,671	High
i8	2,016	Africa	Red	Diesel	Manual	4.1	160,364	38,846	8,563	High
7 Series	2,023	Europe	Black	Diesel	Manual	4.8	74,253	33,079	3,579	Low
i3	2,016	Middle East	Blue	Electric	Manual	4.6	62,104	33,875	1,199	Low
X3	2,023	South America	Grey	Hybrid	Manual	3.4	151,262	52,773	6,643	Low
X3	2,014	Middle East	Blue	Petrol	Manual	2	14,008	115,286	833	Low
M3	2,024	Europe	Grey	Electric	Automatic	2.3	140,412	115,753	3,153	Low
3 Series	2,014	Europe	Black	Petrol	Automatic	2.2	63,966	63,815	7,717	High
5 Series	2,024	Middle East	Black	Electric	Manual	2.3	9,178	84,996	4,938	Low
i3	2,017	North America	Silver	Petrol	Manual	3.2	100,505	91,762	2,367	Low
X6	2,013	Asia	Silver	Petrol	Manual	4.5	112,525	58,332	4,936	Low
X6	2,010	North America	Silver	Hybrid	Manual	1.6	178,073	46,413	9,952	High
M3	2,010	Asia	Blue	Diesel	Manual	2.3	138,913	64,746	340	Low
i8	2,018	Africa	Grey	Petrol	Automatic	3.6	20,278	89,343	476	Low
M3	2,013	North America	Red	Diesel	Automatic	4.5	47,507	94,108	2,326	Low
3 Series	2,010	Asia	Silver	Hybrid	Automatic	2.5	81,127	34,943	1,960	Low
7 Series	2,022	Africa	Grey	Electric	Manual	2.8	117,429	30,600	7,634	High
X1	2,011	North America	Silver	Hybrid	Manual	2.8	160,955	34,441	6,862	Low
i3	2,019	Europe	Black	Hybrid	Automatic	2.5	78,466	73,413	7,520	High
X6	2,016	Africa	Blue	Diesel	Manual	3.9	105,400	63,364	3,905	Low
3 Series	2,011	Asia	Black	Hybrid	Manual	3.8	29,941	44,170	9,207	High
5 Series	2,010	Europe	Blue	Electric	Automatic	4.5	122,658	111,253	7,798	High
5 Series	2,019	Africa	Black	Hybrid	Automatic	4.7	3,171	48,890	5,969	Low
X6	2,023	Middle East	Grey	Petrol	Automatic	4.7	196,359	109,023	5,137	Low
i8	2,018	South America	Black	Electric	Manual	3.4	138,611	78,814	3,587	Low
X1	2,023	North America	Red	Hybrid	Manual	2.1	86,108	112,876	7,949	High
i8	2,014	Africa	Grey	Diesel	Automatic	2.3	187,219	78,920	5,168	Low
X6	2,023	Asia	Red	Electric	Manual	3.6	77,624	86,436	7,051	High
i3	2,022	North America	Grey	Electric	Manual	4.7	106,449	94,721	4,979	Low
M3	2,013	South America	Grey	Hybrid	Manual	3.4	78,198	40,804	8,162	High
M5	2,013	Africa	Black	Diesel	Manual	4.8	130,114	85,821	9,531	High
3 Series	2,024	Europe	Grey	Electric	Automatic	2.4	40,665	93,945	6,402	Low
X5	2,023	South America	Red	Petrol	Manual	1.8	31,826	89,841	4,888	Low
X1	2,020	Middle East	White	Electric	Manual	4.3	19,174	58,653	6,100	Low
M3	2,022	Europe	Red	Hybrid	Manual	4.6	29,417	84,843	6,524	Low
7 Series	2,010	Europe	White	Petrol	Automatic	3.1	25,702	83,752	4,134	Low
X3	2,012	Europe	Black	Diesel	Automatic	1.9	142,840	111,550	9,703	High
7 Series	2,022	Africa	Blue	Hybrid	Manual	1.6	71,321	35,936	7,414	High
7 Series	2,010	Africa	Black	Petrol	Automatic	1.7	87,958	60,379	3,227	Low
M5	2,014	Middle East	Grey	Hybrid	Automatic	3	497	85,566	8,056	High
X3	2,014	South America	Grey	Hybrid	Automatic	2.3	62,430	91,468	9,982	High
M3	2,018	Africa	Silver	Petrol	Automatic	3.1	45,442	54,416	4,740	Low
X1	2,022	South America	Blue	Electric	Automatic	3.2	2,228	97,636	892	Low
M5	2,017	North America	Red	Electric	Manual	3.1	83,516	88,359	597	Low
X5	2,014	Middle East	Black	Petrol	Automatic	3.7	117,929	89,782	3,853	Low
X6	2,014	Asia	Black	Electric	Automatic	3.9	126,658	66,861	3,697	Low
5 Series	2,016	Africa	Red	Electric	Manual	2.9	171,898	66,629	9,698	High
X6	2,021	Middle East	Black	Hybrid	Manual	2.7	87,295	102,408	7,022	High
X5	2,011	Middle East	Red	Diesel	Manual	2.8	153,518	77,875	1,398	Low
7 Series	2,022	South America	Red	Diesel	Automatic	1.7	10,844	50,076	1,724	Low
X6	2,016	Europe	Black	Hybrid	Manual	2.6	44,845	83,060	3,141	Low
7 Series	2,010	South America	Grey	Electric	Automatic	2.2	164,638	118,149	1,038	Low
i8	2,023	Middle East	Black	Hybrid	Automatic	2.5	121,145	118,567	3,312	Low
X1	2,014	South America	Silver	Electric	Automatic	4	169,230	47,192	8,693	High
i8	2,024	South America	Red	Hybrid	Manual	5	92,663	39,913	1,859	Low
X1	2,021	Middle East	Black	Hybrid	Manual	4.7	66,291	49,651	3,887	Low
M5	2,024	South America	Black	Diesel	Manual	4.4	71,777	31,946	4,568	Low
M5	2,021	Middle East	White	Hybrid	Automatic	4.1	130,020	51,111	5,667	Low
M3	2,015	Middle East	Blue	Diesel	Manual	4.8	161,065	49,751	4,144	Low
X5	2,022	South America	White	Petrol	Automatic	4.1	166,072	87,234	2,534	Low
X6	2,020	North America	White	Hybrid	Automatic	3.1	135,112	31,266	8,689	High
M5	2,023	South America	White	Electric	Automatic	3.6	74,253	59,593	9,459	High
X6	2,019	Europe	White	Hybrid	Automatic	2.6	90,195	71,422	7,769	High
i8	2,010	Middle East	Blue	Electric	Manual	1.5	47,202	47,605	3,438	Low
X6	2,024	North America	White	Petrol	Automatic	2.7	119,769	95,198	8,726	High
3 Series	2,018	Africa	Silver	Diesel	Automatic	2.9	16,911	48,158	1,618	Low
i3	2,018	Asia	Blue	Electric	Automatic	4.1	143,567	75,335	3,331	Low

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