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	2,019	South America	Blue	Hybrid	Manual	1.9	40,693	109,980	6,731	Low
X5	2,014	Africa	Black	Electric	Manual	3.8	87,820	83,135	4,411	Low
3 Series	2,021	South America	Blue	Electric	Manual	1.9	153,886	49,905	3,831	Low
X6	2,024	Europe	Red	Electric	Manual	3.1	103,858	41,301	7,269	High
7 Series	2,015	Asia	Silver	Hybrid	Manual	3.3	146,560	43,766	2,586	Low
i3	2,012	Africa	White	Hybrid	Manual	4.5	192,137	44,919	6,357	Low
M3	2,023	North America	Red	Hybrid	Automatic	4.9	179,698	51,544	7,570	High
X5	2,024	Middle East	Silver	Hybrid	Automatic	3.3	12,371	113,924	1,978	Low
X1	2,022	Africa	Blue	Electric	Manual	3.3	96,964	50,293	8,911	High
i3	2,019	Europe	Blue	Petrol	Automatic	4	144,411	74,236	2,921	Low
i3	2,014	North America	Blue	Petrol	Automatic	2.2	146,850	87,149	1,277	Low
X5	2,018	North America	Blue	Electric	Automatic	4.8	143,547	37,502	1,614	Low
i3	2,013	Asia	Grey	Electric	Automatic	1.5	185,135	60,422	4,848	Low
i3	2,020	Europe	Grey	Petrol	Automatic	1.5	50,806	36,064	735	Low
M5	2,011	North America	White	Diesel	Automatic	3.7	15,559	30,069	8,773	High
M5	2,014	Africa	Blue	Diesel	Manual	2.7	172,788	31,767	3,363	Low
M5	2,012	Europe	Silver	Hybrid	Manual	2.9	144,937	110,916	8,264	High
M3	2,021	South America	Black	Electric	Automatic	2.3	2,332	31,966	4,027	Low
i3	2,024	Africa	Grey	Petrol	Automatic	2.9	54,444	101,992	8,612	High
M3	2,012	Europe	Grey	Petrol	Manual	4.4	96,542	58,130	3,509	Low
7 Series	2,013	Asia	Black	Petrol	Manual	3.9	137,259	90,622	3,541	Low
3 Series	2,021	Middle East	Blue	Petrol	Automatic	1.8	20,004	108,287	312	Low
X1	2,013	North America	Black	Hybrid	Manual	1.7	119,740	105,548	4,284	Low
X3	2,014	Europe	Grey	Hybrid	Automatic	3.3	180,295	99,291	4,039	Low
i3	2,016	Europe	Silver	Electric	Automatic	4.1	46,911	94,330	3,805	Low
i3	2,013	Africa	Grey	Hybrid	Manual	3.8	48,375	38,506	5,011	Low
3 Series	2,020	Middle East	Grey	Electric	Manual	4.5	15,483	68,808	931	Low
i3	2,016	South America	White	Hybrid	Automatic	2	178,155	43,317	7,282	High
X5	2,018	Middle East	Silver	Diesel	Manual	3.6	115,926	101,439	7,574	High
M3	2,012	Middle East	Red	Electric	Manual	4.2	122,578	108,316	8,301	High
i3	2,014	South America	Red	Electric	Manual	4.8	14,563	87,212	844	Low
5 Series	2,013	Asia	Blue	Electric	Automatic	1.9	16,023	41,678	2,203	Low
M5	2,024	Asia	Blue	Petrol	Manual	2.3	25,713	58,153	1,249	Low
M3	2,018	South America	Grey	Electric	Automatic	2.7	52,178	105,410	2,935	Low
i3	2,014	Africa	Black	Electric	Manual	3.4	6,574	93,695	7,843	High
M3	2,019	Middle East	White	Petrol	Automatic	2.9	39,029	51,268	7,594	High
X3	2,011	South America	White	Electric	Automatic	4.5	149,246	95,313	1,044	Low
X1	2,019	South America	Red	Diesel	Automatic	4.8	154,764	55,045	5,089	Low
M3	2,010	Europe	Silver	Hybrid	Automatic	1.7	32,574	35,559	9,760	High
3 Series	2,016	Asia	Blue	Hybrid	Manual	3.9	95,938	112,581	8,101	High
i3	2,020	Middle East	White	Petrol	Manual	1.9	167,782	92,147	3,153	Low
5 Series	2,010	North America	Silver	Petrol	Manual	4.6	73,242	85,118	7,936	High
i8	2,017	North America	Black	Hybrid	Manual	2	109,081	81,485	5,441	Low
M5	2,024	North America	Silver	Diesel	Automatic	5	160,319	114,436	6,048	Low
i8	2,018	Africa	Silver	Petrol	Automatic	3	141,525	98,204	8,931	High
X1	2,016	South America	Silver	Petrol	Manual	2.8	1,649	77,362	967	Low
X3	2,018	Europe	Blue	Diesel	Automatic	3.6	120,865	117,832	7,473	High
X6	2,019	Africa	Black	Hybrid	Automatic	2.9	181,321	99,349	4,220	Low
i3	2,015	South America	Red	Electric	Automatic	2.3	17,263	42,274	1,661	Low
X1	2,024	Europe	Grey	Hybrid	Automatic	3.7	31,425	118,068	2,717	Low
X3	2,024	Asia	Silver	Diesel	Manual	4	26,237	35,025	9,584	High
7 Series	2,016	North America	Black	Petrol	Manual	4.8	88,295	41,467	7,866	High
X5	2,012	Africa	Blue	Hybrid	Automatic	2.9	30,751	104,552	3,174	Low
3 Series	2,023	Europe	Grey	Diesel	Manual	4	149,255	35,121	2,399	Low
X1	2,023	Middle East	Red	Electric	Automatic	4.4	22,553	87,811	2,153	Low
i3	2,018	North America	Grey	Petrol	Automatic	4.4	58,515	30,923	2,923	Low
X3	2,012	Europe	White	Petrol	Automatic	1.6	8,637	31,335	2,216	Low
X3	2,015	Europe	Black	Hybrid	Automatic	2.7	177,010	79,368	7,032	High
3 Series	2,013	Europe	Red	Petrol	Automatic	1.5	136,615	63,337	1,341	Low
5 Series	2,018	North America	Black	Hybrid	Automatic	3.5	108,264	111,863	3,642	Low
X3	2,010	North America	Silver	Diesel	Manual	4.5	133,522	100,002	3,985	Low
7 Series	2,018	South America	Black	Hybrid	Manual	4.4	93,263	109,912	5,583	Low
7 Series	2,021	North America	Blue	Electric	Manual	4.3	118,245	102,966	547	Low
5 Series	2,013	North America	Blue	Electric	Automatic	2.7	2,707	102,554	501	Low
X6	2,019	Asia	Red	Electric	Automatic	1.7	59,707	84,634	2,174	Low
i3	2,014	North America	Silver	Petrol	Automatic	2.1	191,679	89,834	2,698	Low
i3	2,020	North America	Blue	Diesel	Automatic	3.8	157,819	109,349	4,917	Low
i3	2,022	Africa	Blue	Electric	Manual	2	99,752	109,281	9,006	High
i8	2,010	Europe	Red	Hybrid	Automatic	1.9	44,488	97,309	9,870	High
M5	2,023	North America	Silver	Electric	Automatic	2.7	16,909	109,817	6,416	Low
X1	2,010	North America	Grey	Diesel	Manual	1.8	120,365	109,864	6,915	Low
5 Series	2,015	Europe	Silver	Petrol	Manual	2.7	78,558	84,616	8,148	High
X3	2,019	Middle East	White	Diesel	Automatic	4.9	180,650	74,447	2,223	Low
3 Series	2,024	Europe	Black	Diesel	Automatic	1.6	54,601	82,993	2,148	Low
i3	2,022	Middle East	Black	Hybrid	Automatic	4.4	159,688	118,141	5,395	Low
3 Series	2,024	Africa	Red	Hybrid	Automatic	5	59,418	86,532	6,145	Low
X6	2,024	North America	Red	Hybrid	Automatic	3	197,722	96,410	4,237	Low
5 Series	2,010	Asia	Black	Electric	Automatic	4.8	8,108	70,063	3,675	Low
5 Series	2,022	Asia	Red	Petrol	Automatic	2.4	171,126	114,705	3,271	Low
X3	2,011	South America	Blue	Petrol	Manual	4.9	122,105	83,913	2,214	Low
i3	2,022	South America	Blue	Petrol	Manual	4.5	173,342	38,734	487	Low
i8	2,023	South America	Silver	Hybrid	Manual	4.6	75,445	90,757	6,999	Low
X6	2,012	Europe	White	Electric	Automatic	2	51,275	41,548	1,068	Low
X1	2,016	Asia	Black	Electric	Automatic	4.5	73,470	60,427	9,215	High
i8	2,011	North America	Blue	Hybrid	Manual	4.8	84,135	49,845	7,850	High
X6	2,014	Middle East	Red	Hybrid	Manual	4.4	161,658	88,230	2,365	Low
M3	2,018	Middle East	Grey	Diesel	Manual	1.8	135,943	85,978	2,771	Low
5 Series	2,021	Europe	Black	Electric	Manual	1.8	196,124	95,711	5,984	Low
3 Series	2,021	Middle East	Red	Electric	Automatic	2.8	60,016	100,955	8,386	High
3 Series	2,019	South America	Red	Petrol	Automatic	4	127,441	35,443	5,089	Low
7 Series	2,017	North America	Black	Diesel	Automatic	1.5	143,194	76,418	7,320	High
X6	2,021	North America	Red	Electric	Automatic	4.8	162,956	59,735	8,643	High
X6	2,017	Asia	Black	Electric	Manual	3.3	141,044	69,126	837	Low
3 Series	2,020	Asia	White	Diesel	Manual	2.8	41,422	78,434	1,834	Low
X3	2,011	Africa	Blue	Petrol	Manual	3.5	180,873	93,321	6,441	Low
X3	2,010	Europe	Red	Electric	Automatic	4	59,339	107,569	7,467	High
M3	2,018	North America	Blue	Electric	Automatic	2.5	154,120	85,144	6,025	Low
X6	2,019	Middle East	White	Electric	Automatic	2.5	153,936	60,760	4,896	Low
X5	2,021	Europe	Blue	Diesel	Automatic	3.1	11,658	82,778	1,462	Low
X5	2,013	Africa	Silver	Electric	Automatic	3.8	21,205	62,301	7,266	High

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