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	2,010	Asia	Red	Diesel	Manual	2.3	29,323	106,021	6,088	Low
i3	2,010	North America	Red	Petrol	Manual	3.5	199,419	106,487	3,938	Low
X5	2,012	Africa	Blue	Diesel	Automatic	2.4	60,120	43,531	5,061	Low
M5	2,021	South America	Grey	Diesel	Automatic	4.8	55,954	42,948	3,237	Low
i8	2,015	Europe	Grey	Diesel	Manual	3.7	168,392	58,266	7,784	High
i8	2,014	Africa	Blue	Petrol	Manual	2.5	78,946	44,659	716	Low
X1	2,024	South America	Silver	Hybrid	Automatic	2.3	53,676	64,466	478	Low
7 Series	2,011	Africa	Blue	Electric	Manual	4	61,731	115,075	4,163	Low
5 Series	2,018	Africa	Blue	Electric	Manual	4	31,876	80,696	5,262	Low
X1	2,023	North America	Blue	Petrol	Manual	3.6	190,440	108,207	1,411	Low
X3	2,022	Asia	Silver	Electric	Manual	3.7	37,969	36,638	9,832	High
X6	2,019	North America	Red	Petrol	Manual	3.6	55,977	61,773	122	Low
M5	2,023	South America	Black	Electric	Automatic	2.8	90,487	91,357	6,209	Low
M3	2,013	Middle East	Grey	Hybrid	Automatic	4.8	161,074	34,669	8,132	High
X3	2,013	Middle East	White	Diesel	Manual	3.2	97,742	63,204	4,635	Low
M5	2,014	Europe	Grey	Hybrid	Manual	1.6	54,488	93,408	2,970	Low
X6	2,024	Europe	Grey	Hybrid	Automatic	2.7	454	49,456	5,201	Low
X1	2,017	Africa	Black	Hybrid	Automatic	2	113,941	54,268	3,220	Low
i3	2,019	Asia	Silver	Hybrid	Automatic	2.8	32,983	117,441	2,578	Low
i3	2,013	North America	Red	Electric	Automatic	3.6	67,618	55,348	357	Low
X6	2,014	Europe	Grey	Hybrid	Automatic	1.6	199,578	88,489	362	Low
X5	2,021	North America	Silver	Electric	Automatic	4.5	50,561	113,067	9,804	High
i8	2,013	Europe	Red	Petrol	Automatic	3.6	131,786	105,265	4,640	Low
X1	2,023	Europe	Blue	Diesel	Automatic	2.5	146,044	66,069	1,412	Low
i8	2,015	Africa	Red	Hybrid	Automatic	2.6	146,030	81,106	251	Low
X5	2,021	North America	White	Electric	Manual	3.1	196,946	51,200	6,403	Low
7 Series	2,012	North America	Grey	Diesel	Manual	2.4	10,953	88,376	8,538	High
X3	2,017	Africa	Silver	Electric	Automatic	1.5	169,198	107,662	1,698	Low
7 Series	2,015	Middle East	Red	Electric	Manual	1.6	64,478	89,718	3,314	Low
i3	2,019	Middle East	Red	Electric	Manual	2.8	53,056	43,071	4,804	Low
i3	2,014	Europe	Grey	Petrol	Manual	1.9	15,651	33,741	9,650	High
i3	2,022	Africa	Grey	Electric	Automatic	1.6	17,296	56,375	8,570	High
5 Series	2,024	Asia	Blue	Diesel	Automatic	4.5	93,099	118,494	2,039	Low
M3	2,011	North America	Grey	Diesel	Automatic	2.5	15,665	89,223	5,206	Low
5 Series	2,019	North America	Silver	Electric	Automatic	3.3	43,797	57,660	1,898	Low
X3	2,019	North America	Red	Hybrid	Manual	2.1	89,521	89,150	346	Low
3 Series	2,016	Europe	Silver	Diesel	Manual	1.7	38,468	85,924	9,748	High
5 Series	2,011	Asia	Black	Hybrid	Automatic	4.1	38,146	78,426	3,674	Low
X6	2,010	Africa	Grey	Electric	Automatic	1.9	94,800	85,456	4,133	Low
5 Series	2,016	North America	Grey	Hybrid	Automatic	1.6	43,504	94,923	9,119	High
3 Series	2,014	Africa	White	Petrol	Automatic	3.6	184,629	69,130	1,002	Low
X1	2,010	Europe	Red	Electric	Manual	1.5	5,141	94,980	3,611	Low
X1	2,024	North America	Black	Electric	Automatic	3	50,138	99,390	7,887	High
X3	2,013	Africa	White	Electric	Manual	2.5	74,784	64,746	512	Low
X1	2,021	Europe	Grey	Hybrid	Automatic	2.6	178,580	113,078	9,969	High
5 Series	2,022	Asia	Grey	Electric	Automatic	1.5	71,808	32,077	5,899	Low
3 Series	2,013	Asia	White	Diesel	Automatic	4.9	32,424	44,861	2,137	Low
7 Series	2,019	Europe	Grey	Diesel	Automatic	3.3	81,029	86,655	8,933	High
X6	2,016	South America	Red	Petrol	Automatic	3.5	164,299	58,469	6,420	Low
M3	2,018	North America	Red	Electric	Automatic	3.8	137,068	45,762	6,605	Low
5 Series	2,011	Middle East	White	Petrol	Automatic	4.3	100,339	60,839	2,116	Low
7 Series	2,021	Africa	Black	Hybrid	Manual	3.6	37,881	35,779	7,696	High
X5	2,023	North America	White	Diesel	Manual	4.2	153,611	76,903	7,460	High
7 Series	2,010	Africa	Grey	Diesel	Manual	3.1	108,649	47,035	356	Low
7 Series	2,011	North America	Grey	Diesel	Manual	2.8	13,487	36,701	6,462	Low
X6	2,016	Middle East	Red	Petrol	Manual	4.4	171,193	75,624	1,974	Low
7 Series	2,022	North America	Red	Petrol	Manual	4.5	184,944	38,027	103	Low
7 Series	2,019	Europe	White	Hybrid	Manual	2	89,900	98,529	2,780	Low
M3	2,015	South America	Red	Electric	Manual	3.4	7,316	66,882	8,805	High
X6	2,013	Middle East	Red	Electric	Manual	3.9	23,414	62,908	6,492	Low
X3	2,010	Middle East	Grey	Hybrid	Manual	1.8	28,776	88,327	4,330	Low
M3	2,022	Europe	Grey	Diesel	Automatic	4.8	66,808	42,311	6,607	Low
i3	2,010	Asia	Black	Electric	Manual	3.3	159,033	110,730	6,901	Low
7 Series	2,014	Middle East	Red	Hybrid	Manual	3.8	68,583	49,049	5,194	Low
i3	2,024	Asia	Grey	Petrol	Manual	2.1	74,801	34,562	8,043	High
X5	2,010	Europe	Black	Electric	Automatic	2.4	193,887	81,698	9,909	High
X3	2,021	Middle East	White	Electric	Manual	1.9	6,144	64,329	5,821	Low
i8	2,024	South America	Grey	Electric	Manual	2.4	145,951	109,694	4,910	Low
M5	2,016	Middle East	Blue	Hybrid	Manual	3.2	54,466	39,335	4,765	Low
5 Series	2,022	South America	Blue	Hybrid	Automatic	4.4	112,736	68,224	161	Low
X6	2,020	Europe	Black	Electric	Manual	3.4	119,319	64,116	8,293	High
X5	2,010	North America	Red	Electric	Manual	2.4	124,050	58,139	7,553	High
5 Series	2,010	Middle East	Blue	Diesel	Automatic	1.7	150,623	111,624	7,743	High
7 Series	2,011	Europe	Blue	Petrol	Automatic	3.7	141,739	71,014	1,904	Low
M5	2,022	Middle East	White	Petrol	Manual	3	196,816	54,633	8,690	High
M3	2,023	Africa	Grey	Electric	Manual	4.9	174,091	30,744	6,818	Low
7 Series	2,020	Asia	Silver	Petrol	Manual	4.2	97,953	38,459	1,662	Low
3 Series	2,021	Africa	Black	Petrol	Automatic	4.3	98,406	48,854	1,722	Low
X6	2,019	North America	Blue	Hybrid	Automatic	1.5	194,625	83,109	7,780	High
X1	2,012	Asia	White	Electric	Manual	4.2	40,339	60,550	2,986	Low
i8	2,022	Asia	White	Diesel	Manual	2.2	138,195	110,311	2,027	Low
i3	2,020	North America	Silver	Hybrid	Automatic	3.6	126,647	57,966	3,000	Low
X3	2,024	Europe	Grey	Hybrid	Manual	3.1	81,326	45,441	6,429	Low
5 Series	2,010	Asia	Grey	Diesel	Automatic	3.5	16,694	89,841	9,740	High
i3	2,024	South America	Silver	Diesel	Manual	2	111,672	59,976	5,986	Low
X1	2,018	Africa	White	Diesel	Manual	3.1	51,506	66,145	8,632	High
X5	2,019	Europe	White	Diesel	Manual	1.6	11,839	81,943	6,621	Low
X3	2,017	North America	White	Diesel	Manual	1.6	8,543	46,004	6,774	Low
X3	2,014	Europe	Blue	Diesel	Manual	3.8	59,481	65,967	7,249	High
3 Series	2,022	Africa	White	Electric	Manual	4.8	194,178	48,876	4,809	Low
X5	2,020	Europe	Silver	Electric	Manual	4.2	81,096	53,676	7,334	High
3 Series	2,011	Middle East	Grey	Diesel	Automatic	3.1	34,052	35,228	8,486	High
M3	2,014	North America	Red	Petrol	Automatic	1.7	138,440	66,249	2,831	Low
X1	2,015	Asia	White	Electric	Automatic	1.7	175,030	78,505	5,311	Low
M5	2,023	South America	Blue	Electric	Automatic	2.1	179,693	51,232	4,299	Low
5 Series	2,024	North America	Silver	Hybrid	Automatic	4.9	78,177	110,946	6,463	Low
X3	2,010	Africa	Black	Diesel	Automatic	2.9	129,561	99,206	3,485	Low
X5	2,020	South America	Black	Electric	Manual	4.5	157,690	79,282	4,061	Low
M5	2,013	Middle East	Grey	Hybrid	Manual	4	190,718	65,335	6,610	Low
3 Series	2,018	Middle East	Blue	Petrol	Automatic	3.6	167,733	101,392	9,741	High

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