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	2,012	Africa	Red	Hybrid	Automatic	1.6	137,570	57,428	3,219	Low
M5	2,021	Europe	White	Hybrid	Automatic	4.8	198,278	30,413	6,344	Low
X3	2,019	Middle East	Blue	Hybrid	Manual	2	10,631	81,576	712	Low
X3	2,016	South America	Grey	Electric	Automatic	2.2	18,173	39,272	4,056	Low
X5	2,023	North America	Grey	Petrol	Automatic	4.4	52,339	74,717	4,568	Low
i8	2,017	Europe	Blue	Hybrid	Manual	2.9	154,481	53,259	1,220	Low
i3	2,013	Middle East	Black	Diesel	Manual	3	96,452	105,999	3,762	Low
X3	2,022	Europe	Black	Diesel	Manual	2.4	18,396	119,543	7,561	High
X6	2,022	Asia	White	Petrol	Automatic	2.3	185,371	107,998	2,033	Low
X3	2,020	South America	Black	Electric	Automatic	1.9	162,020	95,605	2,319	Low
M3	2,018	North America	Grey	Diesel	Automatic	2.2	86,681	105,741	846	Low
X1	2,015	South America	Red	Petrol	Manual	3.5	151,948	84,082	4,579	Low
i8	2,023	North America	Black	Hybrid	Manual	4	168	84,734	4,189	Low
M3	2,010	South America	Black	Hybrid	Automatic	4.1	100,588	61,995	9,291	High
X3	2,014	Europe	Red	Hybrid	Automatic	2.8	76,944	54,284	3,155	Low
7 Series	2,014	South America	Silver	Petrol	Automatic	4.7	167,724	96,075	8,253	High
X3	2,016	Europe	Blue	Diesel	Automatic	2.7	101,345	93,684	8,460	High
X5	2,016	South America	Silver	Petrol	Automatic	1.9	110,556	51,681	4,418	Low
M5	2,015	North America	Black	Diesel	Manual	4.8	183,796	63,465	2,520	Low
5 Series	2,024	North America	Grey	Petrol	Manual	3.4	150,861	66,008	1,623	Low
3 Series	2,024	Asia	White	Diesel	Automatic	4.9	116,643	117,829	9,562	High
7 Series	2,017	South America	Silver	Hybrid	Automatic	2.9	90,382	116,203	4,483	Low
M3	2,011	Asia	Silver	Petrol	Manual	4.2	74,151	59,108	3,354	Low
i8	2,023	South America	White	Electric	Automatic	1.9	146,886	86,654	3,666	Low
X6	2,022	Asia	Red	Hybrid	Manual	4.5	189,293	89,089	1,313	Low
X3	2,022	South America	White	Petrol	Manual	2.1	191,523	102,800	4,703	Low
X6	2,016	Middle East	Silver	Electric	Manual	1.7	161,888	44,507	2,796	Low
M5	2,019	Middle East	White	Diesel	Automatic	1.8	88,236	58,418	2,900	Low
X5	2,024	Asia	Blue	Hybrid	Automatic	3.5	142,521	81,868	3,270	Low
M5	2,016	South America	Grey	Hybrid	Manual	2.5	177,664	43,537	9,062	High
M3	2,013	Middle East	Grey	Hybrid	Manual	4.9	57,535	87,471	250	Low
M3	2,021	North America	White	Electric	Manual	4.5	132,997	111,882	8,977	High
M5	2,019	Europe	Blue	Electric	Manual	4.3	99,849	88,796	4,776	Low
X1	2,011	Europe	Black	Petrol	Automatic	4.3	187,406	48,694	8,307	High
M3	2,013	Europe	Silver	Diesel	Manual	4.6	30,660	52,259	295	Low
X3	2,013	Asia	Blue	Hybrid	Manual	4.5	180,235	84,067	8,905	High
M3	2,021	North America	Red	Diesel	Automatic	4.7	23,350	113,461	5,957	Low
X5	2,021	Africa	Silver	Diesel	Manual	4.8	174,660	90,181	2,997	Low
X1	2,015	Europe	Black	Petrol	Manual	2.5	129,961	50,886	9,586	High
7 Series	2,023	Africa	Grey	Electric	Automatic	2.3	42,369	101,928	707	Low
M5	2,016	South America	Grey	Petrol	Automatic	3.8	142,376	65,931	5,464	Low
i8	2,012	North America	Blue	Electric	Manual	1.9	88,032	35,081	4,076	Low
i3	2,024	Asia	White	Diesel	Automatic	2.2	141,701	38,635	7,995	High
X5	2,019	Africa	Red	Petrol	Automatic	4.2	196,423	33,232	9,754	High
7 Series	2,010	Asia	Red	Hybrid	Manual	3.8	72,470	118,556	7,365	High
i3	2,012	Middle East	Red	Electric	Manual	3.8	102,821	88,839	4,013	Low
3 Series	2,018	Middle East	Grey	Diesel	Manual	4.8	37,136	115,390	2,618	Low
M5	2,010	Middle East	Silver	Hybrid	Manual	3.8	47,801	58,426	722	Low
i3	2,022	Europe	Grey	Petrol	Automatic	3	6,066	46,104	103	Low
3 Series	2,017	Europe	Silver	Petrol	Automatic	2.5	169,039	100,229	6,930	Low
M3	2,011	Asia	Silver	Electric	Manual	2.7	61,612	66,834	1,184	Low
X5	2,015	Africa	White	Diesel	Automatic	2.5	124,269	35,387	3,366	Low
X3	2,012	Asia	Blue	Diesel	Manual	1.6	185,951	32,444	5,681	Low
i8	2,016	Middle East	White	Hybrid	Manual	2.4	185,496	57,362	9,233	High
M3	2,011	South America	Silver	Diesel	Automatic	4.4	32,498	101,847	6,860	Low
X6	2,013	North America	White	Hybrid	Automatic	4	15,647	32,033	8,293	High
M5	2,019	Middle East	Grey	Electric	Manual	3.7	198,375	39,393	6,347	Low
X3	2,018	Africa	Red	Diesel	Manual	4.7	67,346	67,049	6,566	Low
i8	2,015	South America	Silver	Electric	Manual	2.4	169,453	117,161	6,081	Low
X3	2,013	Africa	Blue	Petrol	Automatic	3.5	177,746	75,987	3,314	Low
i8	2,011	South America	Blue	Diesel	Automatic	1.6	122,623	92,839	9,254	High
i3	2,019	Asia	Red	Hybrid	Manual	4.6	4,746	113,788	6,165	Low
M3	2,023	Asia	Black	Petrol	Automatic	3.1	15,189	112,102	2,170	Low
M3	2,018	North America	White	Petrol	Manual	2.1	13,011	101,025	7,410	High
M5	2,024	South America	White	Electric	Automatic	2.3	96,686	32,330	5,792	Low
i8	2,013	South America	White	Diesel	Manual	4.5	26,959	79,417	3,443	Low
5 Series	2,018	Africa	White	Diesel	Manual	1.9	165,356	36,376	2,156	Low
5 Series	2,023	North America	Black	Hybrid	Manual	4.7	176,042	71,908	6,227	Low
X1	2,011	Africa	Red	Electric	Automatic	2.8	59,210	70,048	6,825	Low
5 Series	2,016	Middle East	White	Petrol	Manual	2.4	172,654	76,907	7,843	High
X3	2,020	South America	Red	Petrol	Automatic	2.7	141,672	108,091	9,896	High
X5	2,020	South America	Black	Electric	Manual	2.9	158,146	115,777	4,539	Low
M5	2,014	Europe	Grey	Diesel	Automatic	3.4	93,757	69,533	2,849	Low
X6	2,017	North America	Blue	Electric	Manual	3.6	126,965	71,155	2,589	Low
7 Series	2,020	South America	Red	Electric	Manual	3.1	83,194	42,151	4,913	Low
X6	2,023	Africa	Red	Electric	Manual	3.1	94,569	45,583	272	Low
5 Series	2,017	Europe	White	Petrol	Manual	2.5	52,511	42,306	7,168	High
i3	2,023	North America	Black	Petrol	Automatic	2.8	81,108	72,673	2,026	Low
X3	2,023	Europe	Red	Electric	Manual	3.1	37,406	30,864	8,441	High
X1	2,013	Africa	White	Petrol	Automatic	3.6	156,869	76,551	6,964	Low
X1	2,022	Asia	Black	Electric	Manual	2	163,320	52,633	3,185	Low
X5	2,013	South America	Grey	Diesel	Manual	4.2	89,978	40,540	7,628	High
X6	2,024	Asia	Black	Hybrid	Manual	3.9	108	102,180	9,467	High
X1	2,017	Asia	Grey	Petrol	Manual	2.5	181,410	71,532	9,496	High
X3	2,012	Asia	Black	Petrol	Automatic	3.1	23,052	60,528	5,812	Low
X3	2,016	North America	White	Petrol	Automatic	4.8	96,934	42,154	3,864	Low
X1	2,017	Africa	Blue	Diesel	Manual	1.6	194,891	85,926	6,541	Low
X1	2,017	South America	White	Electric	Automatic	4.3	126,698	72,270	4,119	Low
5 Series	2,020	Europe	Black	Electric	Automatic	3.3	118,614	40,947	7,113	High
M5	2,019	South America	Silver	Electric	Manual	3.7	134,969	107,149	9,037	High
M5	2,013	Middle East	Silver	Electric	Automatic	3.9	27,778	74,619	3,786	Low
X5	2,018	Europe	Grey	Electric	Manual	3.1	179,344	94,202	8,999	High
X3	2,024	Europe	Blue	Petrol	Automatic	2.2	6,713	34,499	1,402	Low
M3	2,019	Asia	Red	Electric	Automatic	4.7	88,533	103,574	5,598	Low
7 Series	2,013	South America	Black	Electric	Manual	4.1	167,213	51,936	4,119	Low
X5	2,017	Middle East	Black	Electric	Automatic	3.5	5,532	33,793	2,178	Low
X3	2,015	South America	Grey	Diesel	Manual	3.1	177,754	45,331	2,348	Low
X3	2,014	North America	Red	Electric	Manual	3.2	13,162	40,570	9,418	High
M3	2,024	Europe	Silver	Hybrid	Manual	4.4	175,988	83,639	3,068	Low
i8	2,013	North America	Silver	Hybrid	Automatic	1.5	89,990	62,767	9,059	High

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