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	2,017	Middle East	Red	Hybrid	Automatic	2.8	198,097	82,332	2,335	Low
X6	2,022	Africa	Blue	Hybrid	Automatic	4.4	199,553	74,002	3,349	Low
M3	2,017	Asia	White	Petrol	Manual	3.3	174,588	53,557	2,347	Low
X6	2,017	Asia	Black	Petrol	Automatic	3.1	84,070	87,562	8,818	High
7 Series	2,023	Asia	Black	Hybrid	Manual	2.7	65,373	45,074	6,436	Low
X6	2,023	South America	Red	Electric	Manual	3.9	177,880	103,817	4,368	Low
3 Series	2,021	Asia	Grey	Hybrid	Manual	3.6	164,621	101,323	1,504	Low
3 Series	2,023	Africa	Grey	Electric	Manual	2.8	102,217	92,842	4,568	Low
3 Series	2,018	Europe	Blue	Diesel	Manual	4.2	97,992	118,226	7,653	High
X6	2,010	South America	Grey	Petrol	Automatic	2.8	107,639	65,231	731	Low
i3	2,018	North America	Silver	Hybrid	Manual	3.5	70,418	107,129	8,435	High
M5	2,019	Asia	White	Petrol	Manual	2.9	111,077	73,193	3,077	Low
i3	2,017	South America	Red	Petrol	Manual	1.9	160,788	105,286	6,488	Low
3 Series	2,010	Middle East	Silver	Diesel	Manual	2.1	151,410	91,170	1,050	Low
i8	2,016	Asia	Blue	Electric	Automatic	3.8	122,862	76,871	8,517	High
X3	2,018	South America	White	Electric	Automatic	4.3	24,379	109,419	9,401	High
7 Series	2,013	Asia	White	Diesel	Manual	3.1	10,910	52,521	5,364	Low
X3	2,022	Middle East	Black	Hybrid	Automatic	2.6	125,826	107,591	4,316	Low
7 Series	2,024	North America	Silver	Hybrid	Manual	2.7	185,411	104,832	6,801	Low
X6	2,022	Europe	Black	Hybrid	Manual	3.6	172,703	115,987	535	Low
5 Series	2,018	Asia	Blue	Electric	Automatic	3.1	96,716	93,221	5,656	Low
M3	2,010	Asia	Grey	Diesel	Automatic	1.5	52,177	51,986	8,984	High
7 Series	2,018	North America	Silver	Hybrid	Automatic	4.2	149,264	33,401	6,644	Low
i8	2,015	Asia	White	Petrol	Manual	2	159,639	79,037	7,112	High
i3	2,013	Middle East	Black	Diesel	Automatic	3.9	63,058	117,804	3,534	Low
X6	2,021	Africa	White	Electric	Manual	2.7	48,947	50,640	2,237	Low
X3	2,021	Europe	Grey	Hybrid	Manual	3.5	189,502	114,920	2,554	Low
i3	2,014	Europe	White	Diesel	Manual	4.5	137,632	44,441	4,761	Low
X6	2,024	Africa	Grey	Petrol	Manual	2	38,323	55,353	3,690	Low
i3	2,016	Middle East	Blue	Diesel	Automatic	4.2	159,713	94,412	2,831	Low
5 Series	2,019	Middle East	Red	Hybrid	Automatic	1.6	171,047	70,212	3,917	Low
i8	2,022	Europe	White	Hybrid	Manual	4.7	133,491	68,970	1,302	Low
i3	2,013	Middle East	Grey	Diesel	Manual	2.2	37,795	54,732	4,599	Low
X5	2,017	Europe	Silver	Electric	Manual	4.3	199,407	93,739	7,719	High
M5	2,012	South America	Silver	Diesel	Manual	1.7	172,690	119,759	5,511	Low
5 Series	2,011	North America	Blue	Petrol	Automatic	2.6	137,763	119,573	3,778	Low
i8	2,010	Middle East	Silver	Petrol	Automatic	3.7	104,746	72,789	7,631	High
X6	2,023	Middle East	Blue	Electric	Automatic	3.8	664	47,544	6,896	Low
X1	2,022	Middle East	Black	Petrol	Automatic	3.9	100,252	74,705	3,317	Low
5 Series	2,015	Middle East	White	Hybrid	Manual	2.7	178,394	77,277	7,055	High
M5	2,011	North America	Silver	Hybrid	Manual	3.8	198,745	112,140	8,644	High
5 Series	2,017	Europe	Black	Diesel	Manual	3	18,071	114,006	5,851	Low
M5	2,024	Europe	White	Diesel	Automatic	3.5	132,371	38,910	755	Low
i8	2,020	Europe	Silver	Petrol	Automatic	3.4	191,278	95,750	3,753	Low
X3	2,019	Europe	Black	Diesel	Automatic	2.1	193,405	94,595	3,371	Low
i3	2,022	North America	Silver	Petrol	Manual	4.5	86,483	81,873	568	Low
X3	2,013	Middle East	Black	Petrol	Manual	4.5	109,655	92,732	7,319	High
X5	2,018	Asia	Black	Electric	Manual	2.2	112,873	100,315	9,568	High
X3	2,013	South America	Grey	Diesel	Manual	3	124,344	114,356	7,883	High
5 Series	2,013	North America	White	Hybrid	Manual	3.1	51,479	45,153	7,981	High
M5	2,022	South America	Silver	Electric	Manual	3.4	33,750	64,286	5,218	Low
M5	2,021	South America	Silver	Diesel	Automatic	1.6	182,204	118,318	4,286	Low
X6	2,017	North America	Blue	Petrol	Manual	4.2	37,113	92,326	6,168	Low
5 Series	2,021	Middle East	Silver	Diesel	Automatic	4.5	63,688	58,543	4,858	Low
X5	2,022	Middle East	Red	Hybrid	Manual	2	61,535	53,335	4,839	Low
i3	2,017	South America	Silver	Hybrid	Automatic	4.6	17,666	33,740	8,154	High
M5	2,014	North America	White	Hybrid	Automatic	4.5	120,421	62,298	919	Low
X1	2,012	Asia	Grey	Hybrid	Automatic	3.4	144,076	30,227	4,444	Low
i3	2,021	South America	Blue	Electric	Automatic	2.5	91,621	97,897	2,921	Low
M5	2,011	Middle East	Grey	Electric	Manual	2.2	141,320	44,702	784	Low
5 Series	2,024	Africa	Grey	Electric	Automatic	3.2	157,696	33,101	8,534	High
i3	2,018	Middle East	Grey	Electric	Manual	3.3	59,916	46,552	1,681	Low
3 Series	2,023	Middle East	Silver	Electric	Automatic	3.8	127,716	31,422	9,209	High
3 Series	2,018	Europe	White	Petrol	Automatic	4.3	23,572	64,010	5,952	Low
X5	2,014	Europe	White	Electric	Automatic	4.8	2,378	100,899	1,213	Low
i8	2,023	Asia	Grey	Electric	Manual	4.3	99,660	95,204	9,972	High
5 Series	2,022	Africa	Red	Diesel	Manual	4.7	54,006	41,350	9,032	High
X6	2,024	Europe	Blue	Hybrid	Automatic	3.2	180,928	61,850	6,857	Low
i8	2,017	Middle East	Red	Diesel	Manual	1.6	76,084	116,255	7,287	High
X3	2,016	Asia	White	Hybrid	Manual	1.7	66,628	75,439	6,088	Low
X1	2,012	Europe	White	Diesel	Automatic	2.4	149,095	55,404	5,685	Low
M3	2,021	North America	White	Diesel	Automatic	3.6	170,514	33,126	8,744	High
X3	2,014	North America	Red	Petrol	Manual	2.7	149,215	82,896	8,096	High
M5	2,024	Asia	Silver	Petrol	Automatic	2.1	184,196	80,409	4,429	Low
X5	2,022	Africa	Black	Petrol	Manual	4.5	144,003	108,218	9,937	High
M3	2,018	North America	Blue	Petrol	Manual	4.9	33,215	49,401	1,780	Low
X5	2,013	Middle East	Black	Diesel	Manual	1.6	44,275	80,400	8,731	High
i8	2,012	Asia	Blue	Electric	Automatic	1.8	188,385	113,281	6,559	Low
M5	2,016	Europe	Silver	Petrol	Manual	3.2	85,057	36,022	8,024	High
i8	2,017	Middle East	Blue	Electric	Manual	2.7	73,274	117,693	1,932	Low
7 Series	2,014	Middle East	Black	Hybrid	Automatic	4.2	133,443	72,431	1,572	Low
X1	2,022	North America	Red	Hybrid	Automatic	3.8	111,822	39,394	5,263	Low
X5	2,017	North America	Grey	Diesel	Automatic	1.7	68,002	63,408	5,668	Low
X6	2,014	South America	Black	Electric	Automatic	3.4	102,453	96,527	819	Low
X5	2,018	Europe	Blue	Petrol	Automatic	2.7	194,020	86,024	7,153	High
3 Series	2,016	South America	Silver	Petrol	Manual	4.9	160,961	67,993	493	Low
M5	2,014	Middle East	Black	Electric	Manual	3.2	67,420	108,390	2,489	Low
X3	2,022	Asia	Black	Diesel	Automatic	4.7	53,589	40,029	3,755	Low
i8	2,018	Middle East	White	Hybrid	Manual	1.6	57,022	85,587	7,048	High
i3	2,014	Africa	Grey	Hybrid	Manual	1.9	87,958	32,909	1,984	Low
3 Series	2,017	Africa	Silver	Hybrid	Manual	2.9	946	84,190	6,811	Low
7 Series	2,021	Asia	Black	Hybrid	Automatic	4.6	33,815	85,259	6,327	Low
7 Series	2,013	North America	Grey	Hybrid	Automatic	3.4	190,483	38,653	6,250	Low
M5	2,018	North America	Blue	Petrol	Manual	4.4	51,485	62,867	4,248	Low
M5	2,021	Africa	Red	Electric	Manual	2.5	142,674	84,551	753	Low
X6	2,015	Europe	Black	Petrol	Manual	1.9	70,594	51,926	5,653	Low
M5	2,015	South America	Blue	Electric	Automatic	2.4	159,841	115,320	5,920	Low
7 Series	2,023	North America	White	Diesel	Automatic	3.8	65,291	85,802	535	Low
M5	2,012	Europe	Red	Electric	Manual	4.5	117,508	63,951	8,388	High
X5	2,022	North America	White	Diesel	Automatic	3.1	152,186	60,847	7,571	High

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