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
X5	2,011	Europe	White	Diesel	Automatic	1.8	156,806	44,197	3,708	Low
i3	2,013	South America	Blue	Electric	Automatic	3	128,663	50,011	6,322	Low
3 Series	2,024	Asia	Silver	Diesel	Automatic	3.9	191,605	62,788	1,697	Low
M3	2,013	Middle East	Silver	Hybrid	Manual	2.6	29,446	44,244	9,432	High
X1	2,012	Africa	Blue	Diesel	Automatic	1.6	191,587	105,435	517	Low
5 Series	2,018	North America	White	Diesel	Manual	4	107,776	35,801	1,823	Low
3 Series	2,015	Asia	Black	Diesel	Manual	2.2	5,917	36,439	6,128	Low
M5	2,014	Asia	Silver	Electric	Automatic	4	199,231	69,771	1,033	Low
i3	2,022	Middle East	Grey	Hybrid	Automatic	1.5	67,041	88,171	8,068	High
i3	2,021	South America	Red	Electric	Automatic	2.6	97,596	47,271	3,210	Low
i8	2,021	Middle East	Grey	Electric	Manual	3.7	63,557	68,295	2,236	Low
3 Series	2,015	Middle East	Blue	Hybrid	Manual	4.5	168,384	55,314	3,922	Low
7 Series	2,022	Middle East	White	Electric	Automatic	4.1	31,718	118,067	9,519	High
5 Series	2,020	Middle East	Silver	Petrol	Automatic	3.1	19,133	86,572	8,227	High
M5	2,017	Middle East	White	Electric	Manual	4	157,863	56,934	7,764	High
X1	2,014	South America	Red	Electric	Manual	3.4	146,023	88,375	5,014	Low
X5	2,022	Europe	Red	Diesel	Manual	4.3	164,417	107,455	2,374	Low
i3	2,024	Europe	Silver	Hybrid	Manual	4.2	165,770	52,812	9,553	High
X1	2,022	South America	White	Hybrid	Automatic	4.9	620	108,282	6,465	Low
X1	2,013	North America	Silver	Diesel	Automatic	1.9	13,160	51,935	902	Low
X1	2,016	Middle East	Grey	Diesel	Automatic	2.7	56,101	90,837	8,524	High
X1	2,021	North America	Silver	Hybrid	Automatic	2.2	32,605	30,349	1,433	Low
X1	2,023	North America	Black	Hybrid	Automatic	3.7	21,116	113,183	7,809	High
X3	2,014	South America	Silver	Diesel	Manual	3.8	130,902	39,584	4,686	Low
X5	2,013	Asia	Grey	Petrol	Automatic	2.2	114,740	82,030	4,584	Low
3 Series	2,023	North America	Grey	Diesel	Manual	3	28,879	109,582	1,258	Low
5 Series	2,014	North America	Grey	Electric	Automatic	3.6	21,560	55,205	2,544	Low
X3	2,020	Africa	Black	Hybrid	Automatic	3.8	75,222	116,691	8,021	High
i3	2,013	Asia	Red	Petrol	Manual	1.9	11,127	110,840	1,213	Low
7 Series	2,017	Asia	Grey	Diesel	Manual	4.7	54,197	102,120	1,932	Low
M3	2,017	Africa	Silver	Petrol	Manual	1.6	186,965	112,647	8,596	High
M5	2,010	North America	Silver	Electric	Automatic	4.9	163,622	47,731	3,335	Low
5 Series	2,023	Middle East	Silver	Hybrid	Manual	2.6	87,503	31,521	2,072	Low
X1	2,021	Africa	Black	Hybrid	Automatic	2.6	68,611	36,732	4,555	Low
i8	2,012	North America	Black	Petrol	Manual	3.1	101,037	104,160	6,199	Low
M5	2,020	Europe	Silver	Electric	Automatic	3.9	96,877	111,787	5,942	Low
5 Series	2,013	Europe	Blue	Diesel	Automatic	2.1	109,562	44,996	2,045	Low
i3	2,011	South America	Red	Petrol	Automatic	2.4	158,096	56,575	7,229	High
X1	2,023	South America	White	Electric	Automatic	4.9	188,702	84,505	1,886	Low
X1	2,022	Africa	Silver	Petrol	Automatic	4.6	13,606	48,631	5,704	Low
i3	2,014	Asia	Blue	Petrol	Automatic	2.2	50,654	35,104	8,169	High
M3	2,020	Asia	Black	Hybrid	Automatic	3.5	90,453	109,028	7,185	High
3 Series	2,017	Asia	Red	Petrol	Automatic	2.2	60,479	69,184	1,454	Low
i8	2,021	North America	Grey	Diesel	Manual	3.4	79,426	39,698	205	Low
X3	2,011	Middle East	Silver	Petrol	Manual	2.8	56,209	68,394	1,688	Low
i8	2,023	North America	Grey	Hybrid	Automatic	2.8	145,588	114,101	6,183	Low
i3	2,018	Europe	Silver	Petrol	Manual	3.7	188,347	35,973	4,290	Low
X3	2,022	Africa	Red	Electric	Automatic	2.4	157,657	50,333	5,371	Low
X6	2,016	South America	Grey	Electric	Automatic	2.9	163,554	62,005	1,385	Low
X1	2,015	North America	Red	Petrol	Manual	4.7	196,567	108,898	5,628	Low
X3	2,017	Europe	White	Diesel	Manual	4.1	133,923	91,898	7,770	High
X5	2,023	Europe	Red	Electric	Automatic	2.8	137,044	79,169	501	Low
X5	2,011	Europe	Blue	Petrol	Automatic	2.3	151,415	30,872	1,488	Low
M3	2,023	Africa	Red	Hybrid	Automatic	3.8	199,280	44,956	4,779	Low
X3	2,014	South America	Blue	Diesel	Manual	4.3	141,894	34,876	536	Low
5 Series	2,013	South America	Blue	Petrol	Manual	4.5	16,324	66,969	7,648	High
3 Series	2,017	Africa	Silver	Diesel	Automatic	3.5	86,908	106,845	3,039	Low
X5	2,022	Middle East	Silver	Petrol	Manual	3.3	174,721	104,105	8,005	High
3 Series	2,010	North America	Grey	Diesel	Manual	4	135,057	119,236	927	Low
3 Series	2,021	North America	Blue	Diesel	Manual	2.1	98,487	95,545	1,775	Low
5 Series	2,012	North America	Silver	Electric	Manual	4.5	3,209	82,893	9,984	High
3 Series	2,019	South America	Silver	Diesel	Manual	1.8	87,667	93,799	6,802	Low
X3	2,017	Africa	Red	Electric	Manual	3.6	186,413	103,118	6,608	Low
3 Series	2,014	Asia	Black	Hybrid	Manual	3.6	144,449	48,607	9,592	High
7 Series	2,013	South America	Black	Petrol	Manual	2.6	68,617	88,164	6,823	Low
X5	2,015	Europe	Blue	Hybrid	Automatic	1.6	120,825	91,408	413	Low
X5	2,021	North America	Silver	Petrol	Automatic	4	140,986	57,590	7,471	High
M5	2,014	Africa	Blue	Electric	Manual	1.6	130,023	65,023	1,319	Low
7 Series	2,012	South America	White	Petrol	Manual	2.1	124,782	52,917	7,286	High
7 Series	2,022	North America	Blue	Diesel	Manual	3.4	34,920	60,751	6,922	Low
M5	2,020	Asia	Red	Petrol	Manual	4.8	53,780	88,112	435	Low
X6	2,023	Asia	White	Diesel	Automatic	1.7	173,826	58,279	1,217	Low
i3	2,014	South America	Silver	Electric	Automatic	3.5	53,156	99,216	9,878	High
X1	2,013	Africa	Silver	Electric	Automatic	2.7	148,905	88,646	5,432	Low
X5	2,010	North America	Red	Hybrid	Manual	3.8	22,939	91,177	7,951	High
M3	2,010	North America	Red	Petrol	Automatic	4.8	140,996	113,913	4,025	Low
3 Series	2,023	Africa	Red	Electric	Manual	2.4	162,486	60,149	5,081	Low
3 Series	2,024	Africa	Silver	Hybrid	Manual	4.8	188,996	59,331	834	Low
3 Series	2,016	Middle East	Blue	Petrol	Automatic	4.5	108,157	111,962	3,212	Low
X3	2,013	Europe	Silver	Petrol	Automatic	3.6	64,727	49,856	2,891	Low
X5	2,010	Europe	Grey	Hybrid	Manual	4.2	99,812	75,971	1,175	Low
M5	2,015	North America	Red	Electric	Manual	4.5	83,189	85,015	7,793	High
5 Series	2,020	Africa	White	Petrol	Manual	4.3	98,934	31,777	1,432	Low
i3	2,021	Middle East	Black	Petrol	Automatic	2.6	84,732	33,575	8,885	High
7 Series	2,024	North America	Black	Petrol	Automatic	4.3	39,838	94,916	997	Low
7 Series	2,020	Africa	Silver	Diesel	Manual	2.6	75,006	41,556	6,967	Low
7 Series	2,021	North America	Red	Petrol	Automatic	4.5	88,269	65,448	5,534	Low
M3	2,020	Africa	Grey	Petrol	Manual	2.4	14,952	32,795	9,833	High
i8	2,020	North America	Silver	Hybrid	Manual	3.5	147,482	42,248	2,327	Low
i8	2,010	Europe	Grey	Petrol	Automatic	3.9	42,900	41,117	6,377	Low
i8	2,017	Europe	Grey	Electric	Automatic	3	198,245	107,768	4,406	Low
M3	2,021	South America	Grey	Diesel	Automatic	4.2	47,427	46,170	3,753	Low
X3	2,022	Asia	Black	Diesel	Manual	4.7	61,892	90,744	1,837	Low
X1	2,018	North America	Black	Petrol	Automatic	2.2	139,788	42,753	5,233	Low
i8	2,020	Middle East	Red	Hybrid	Automatic	1.6	89,068	62,309	1,853	Low
M3	2,012	Asia	Silver	Hybrid	Manual	3.7	129,695	89,715	7,956	High
i3	2,016	South America	White	Diesel	Automatic	3.6	14,578	103,434	7,388	High
3 Series	2,022	Asia	White	Petrol	Automatic	2.7	14,750	84,641	5,716	Low
3 Series	2,024	South America	Silver	Diesel	Automatic	4.2	142,829	83,781	1,185	Low
X6	2,014	North America	Red	Diesel	Manual	4.4	7,227	54,623	2,843	Low

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