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	2,018	North America	Silver	Diesel	Automatic	2.8	107,977	45,533	8,987	High
X6	2,018	Africa	Blue	Hybrid	Manual	1.5	87,772	111,628	7,879	High
M5	2,018	Africa	Silver	Diesel	Automatic	2.1	153,096	82,397	7,362	High
5 Series	2,024	Africa	Grey	Diesel	Automatic	3.7	170,892	109,963	8,958	High
M5	2,020	Middle East	Silver	Petrol	Manual	4.6	113,906	106,365	820	Low
X1	2,017	Africa	Blue	Hybrid	Automatic	3.7	63,514	108,196	2,354	Low
X3	2,022	Asia	Silver	Diesel	Automatic	3.8	179,812	119,155	9,126	High
5 Series	2,019	Europe	Red	Electric	Manual	1.9	173,703	64,789	9,087	High
X5	2,022	Middle East	Grey	Hybrid	Manual	3.8	44,212	94,678	2,696	Low
5 Series	2,012	South America	Grey	Electric	Automatic	3.1	67,305	73,514	2,199	Low
M3	2,010	Africa	Red	Electric	Manual	3.8	105,475	35,299	216	Low
X6	2,020	Middle East	Red	Diesel	Automatic	2.6	162,249	88,334	1,781	Low
X1	2,021	Africa	Red	Diesel	Manual	3.5	31,400	119,104	5,714	Low
5 Series	2,021	Middle East	Grey	Diesel	Automatic	3	94,669	117,155	1,228	Low
5 Series	2,017	North America	Grey	Electric	Manual	3.5	156,873	64,508	8,632	High
i8	2,016	North America	Grey	Diesel	Manual	2	64,199	98,941	7,344	High
X6	2,022	South America	Blue	Hybrid	Automatic	2.9	6,789	38,570	8,557	High
X6	2,014	North America	Red	Electric	Manual	2.8	132,868	78,912	2,941	Low
5 Series	2,019	Middle East	White	Petrol	Automatic	4.1	103,316	46,256	9,988	High
3 Series	2,016	Europe	Grey	Electric	Manual	4	199,574	71,360	2,159	Low
i3	2,019	Middle East	Black	Diesel	Manual	4.7	109,364	84,836	4,383	Low
7 Series	2,013	Africa	Red	Petrol	Manual	3.7	7,379	98,157	3,765	Low
3 Series	2,018	South America	White	Hybrid	Manual	2.6	176,766	40,130	1,739	Low
X3	2,020	North America	White	Hybrid	Manual	4.2	188,041	115,795	7,578	High
X3	2,019	North America	Blue	Electric	Manual	3.2	60,625	84,041	224	Low
i8	2,023	Middle East	Red	Petrol	Manual	2.2	22,419	44,097	2,853	Low
X5	2,011	Europe	Black	Petrol	Manual	4.1	50,095	69,343	9,185	High
7 Series	2,018	Africa	Grey	Petrol	Manual	2	22,623	31,450	6,221	Low
i8	2,018	Europe	Silver	Electric	Automatic	2.1	102,620	92,496	1,335	Low
i3	2,014	South America	White	Electric	Automatic	4.2	294	48,875	3,126	Low
M5	2,020	Middle East	Red	Petrol	Automatic	4.2	123,264	106,819	8,054	High
M5	2,010	Africa	Silver	Hybrid	Automatic	4.3	86,591	89,855	5,119	Low
i8	2,016	Middle East	Blue	Electric	Manual	2.5	33,326	112,426	7,937	High
7 Series	2,019	Asia	Blue	Hybrid	Automatic	4.5	79,706	90,139	5,664	Low
i8	2,019	Africa	Silver	Hybrid	Automatic	4	118,754	41,735	4,793	Low
X5	2,013	Europe	Grey	Diesel	Automatic	4.4	194,685	99,751	6,214	Low
5 Series	2,018	Africa	Blue	Hybrid	Automatic	4	94,555	49,067	8,057	High
X3	2,015	Europe	Grey	Hybrid	Manual	3.5	110,383	32,453	5,653	Low
X6	2,022	North America	Grey	Hybrid	Manual	1.9	167,925	59,887	2,269	Low
X3	2,012	South America	Grey	Diesel	Automatic	4	30,825	118,367	595	Low
3 Series	2,015	Middle East	Red	Diesel	Manual	3.9	103,273	119,430	2,300	Low
i8	2,022	Europe	Blue	Diesel	Manual	2.6	167,889	97,488	8,408	High
M3	2,019	South America	Red	Electric	Manual	4.1	80,253	114,926	9,889	High
5 Series	2,015	Europe	Grey	Hybrid	Automatic	3.4	92,385	57,040	9,780	High
X6	2,014	North America	Grey	Diesel	Automatic	3.5	24,178	99,607	913	Low
i3	2,011	Asia	Grey	Petrol	Automatic	2.8	135,570	64,383	8,748	High
M5	2,019	Europe	White	Hybrid	Automatic	1.9	73,815	47,114	6,616	Low
M5	2,019	Asia	White	Diesel	Automatic	2.3	96,481	77,949	3,882	Low
X6	2,011	Africa	Blue	Petrol	Automatic	4.2	79,839	70,895	5,456	Low
M5	2,016	Middle East	Black	Diesel	Automatic	2.5	133,441	94,390	7,715	High
7 Series	2,011	South America	Silver	Electric	Manual	1.5	7,743	65,323	2,194	Low
5 Series	2,021	North America	Silver	Hybrid	Manual	5	153,439	55,801	6,882	Low
7 Series	2,015	South America	Grey	Electric	Manual	2.2	194,375	103,470	5,718	Low
5 Series	2,014	Asia	Grey	Hybrid	Manual	3.8	13,420	52,091	1,885	Low
M3	2,013	North America	Red	Hybrid	Manual	4.7	89,021	75,004	5,593	Low
M3	2,016	South America	Red	Hybrid	Manual	3.6	150,452	107,837	9,205	High
X1	2,017	South America	Silver	Electric	Manual	4.3	109,768	51,194	1,236	Low
i3	2,013	Europe	Silver	Hybrid	Manual	4.9	81,814	76,170	2,300	Low
X3	2,010	Africa	Grey	Diesel	Automatic	4.5	96,630	103,294	6,201	Low
i3	2,010	Europe	Blue	Electric	Automatic	3.5	58,140	113,016	3,491	Low
X6	2,010	Middle East	White	Diesel	Manual	2.8	42,054	31,644	1,427	Low
M5	2,020	Middle East	Red	Electric	Manual	3.2	44,420	84,038	2,523	Low
X3	2,010	Asia	Grey	Electric	Automatic	4.4	48,423	98,295	5,928	Low
X5	2,014	Middle East	Blue	Hybrid	Manual	4.5	144,543	42,685	1,356	Low
5 Series	2,013	Asia	Black	Hybrid	Automatic	4.5	177,511	108,244	867	Low
X6	2,022	Africa	Black	Electric	Automatic	3.6	86,786	83,317	6,070	Low
i3	2,023	North America	Black	Petrol	Manual	3.2	114,109	73,907	2,598	Low
i3	2,018	Europe	Grey	Petrol	Manual	2.6	7,335	85,947	6,130	Low
i8	2,024	South America	Blue	Electric	Manual	1.5	35,756	49,080	6,470	Low
i8	2,012	Asia	Blue	Electric	Automatic	4.2	52,818	114,236	8,554	High
X6	2,023	South America	Blue	Electric	Automatic	2.5	192,856	95,598	7,389	High
X3	2,016	North America	Red	Hybrid	Automatic	2.7	122,835	55,207	4,644	Low
X3	2,020	North America	Silver	Diesel	Automatic	4.5	130,798	49,745	2,928	Low
X5	2,017	Africa	White	Petrol	Automatic	1.7	98,789	85,962	7,804	High
i8	2,015	Europe	Red	Diesel	Manual	4.7	52,362	95,046	4,967	Low
i8	2,021	South America	Grey	Petrol	Manual	1.5	71,885	62,524	3,014	Low
3 Series	2,022	South America	Grey	Electric	Manual	4.8	108,210	46,223	4,008	Low
X5	2,019	Asia	Black	Diesel	Automatic	3.1	154,590	113,057	3,665	Low
5 Series	2,022	Africa	Black	Petrol	Automatic	1.9	122,779	78,768	8,800	High
M5	2,010	Europe	Silver	Electric	Automatic	3.9	171,040	54,014	6,043	Low
3 Series	2,017	South America	Grey	Hybrid	Manual	4.6	34,945	85,141	2,012	Low
X1	2,024	North America	Black	Hybrid	Automatic	3	87,669	110,811	3,269	Low
M5	2,019	Middle East	Blue	Electric	Automatic	3.9	77,905	102,310	7,000	High
7 Series	2,012	North America	White	Electric	Manual	4.9	28,781	94,873	6,947	Low
M5	2,017	North America	Grey	Electric	Automatic	2.3	106,505	117,649	9,585	High
X5	2,021	Europe	Black	Hybrid	Manual	4.4	109,285	85,852	5,785	Low
X5	2,013	Africa	Red	Hybrid	Manual	2.5	181,646	113,682	7,371	High
X3	2,017	North America	White	Petrol	Automatic	3	41,685	95,153	5,720	Low
X6	2,020	Europe	Blue	Hybrid	Manual	2.5	195,482	67,709	5,797	Low
M5	2,010	Africa	White	Diesel	Manual	3.1	189,909	59,194	8,299	High
X5	2,012	South America	Silver	Hybrid	Manual	1.5	199,316	46,672	1,598	Low
3 Series	2,015	North America	White	Petrol	Manual	2.6	189,854	77,211	419	Low
i8	2,024	North America	Red	Electric	Automatic	3.1	152,703	70,808	8,127	High
X1	2,024	Asia	Black	Electric	Manual	3.7	17,889	117,309	8,777	High
7 Series	2,018	Africa	Blue	Electric	Automatic	3.7	4,519	73,125	1,496	Low
i8	2,011	Asia	Silver	Hybrid	Automatic	3.5	167,438	109,623	2,342	Low
X1	2,020	Asia	Silver	Electric	Manual	2.5	175,983	65,707	1,001	Low
i3	2,010	Asia	Grey	Hybrid	Automatic	4.8	197,033	106,427	9,354	High
M5	2,024	Middle East	Black	Diesel	Manual	2.9	98,966	60,187	5,189	Low
X6	2,019	Africa	Blue	Electric	Manual	2.3	35,647	80,593	1,312	Low

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