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
3 Series	2,021	Middle East	Silver	Electric	Manual	3.4	27,330	96,503	2,287	Low
M5	2,014	Middle East	Silver	Electric	Automatic	1.5	2,765	91,052	4,347	Low
X6	2,019	Asia	Silver	Petrol	Automatic	4.5	48,132	83,367	1,742	Low
M3	2,021	Middle East	Blue	Diesel	Manual	2.2	154,641	35,606	913	Low
X5	2,012	Europe	Red	Petrol	Automatic	2.3	80,669	64,344	3,029	Low
M5	2,022	Asia	White	Electric	Manual	3.8	97,635	64,444	9,562	High
M3	2,024	South America	Silver	Diesel	Automatic	3.2	127,813	91,907	7,871	High
i8	2,011	Europe	Red	Hybrid	Manual	3.5	26,078	118,881	4,681	Low
X1	2,023	Middle East	Silver	Hybrid	Automatic	3.2	178,833	47,575	2,730	Low
X5	2,012	North America	Silver	Hybrid	Automatic	3	16,792	60,777	2,685	Low
7 Series	2,013	North America	Red	Diesel	Manual	3.2	27,335	112,897	1,731	Low
7 Series	2,011	South America	Red	Petrol	Manual	2	170,843	56,412	7,266	High
X1	2,023	Europe	Grey	Hybrid	Automatic	4.9	94,790	57,018	9,352	High
M5	2,013	Middle East	Red	Hybrid	Manual	3.5	33,598	59,642	2,264	Low
3 Series	2,013	North America	Red	Petrol	Automatic	2.5	136,801	61,560	2,612	Low
M3	2,024	Asia	Red	Petrol	Automatic	4	82,584	112,812	9,622	High
X1	2,015	Europe	Black	Hybrid	Manual	4.6	158,965	99,275	5,074	Low
5 Series	2,021	Middle East	White	Hybrid	Manual	2.5	176,320	107,822	3,069	Low
i3	2,014	Africa	Silver	Electric	Automatic	2.6	178,282	48,036	3,591	Low
i8	2,016	Middle East	Blue	Diesel	Manual	3	169,793	31,749	2,406	Low
5 Series	2,020	Middle East	White	Petrol	Manual	2.3	87,777	107,935	7,536	High
5 Series	2,016	Africa	Red	Petrol	Manual	4.3	126,047	39,207	284	Low
i3	2,012	North America	Black	Hybrid	Automatic	3.5	5,822	41,814	9,637	High
M3	2,018	Africa	White	Petrol	Manual	1.7	175,883	37,583	4,977	Low
X6	2,016	South America	Grey	Diesel	Automatic	5	165,547	90,885	3,335	Low
5 Series	2,016	Asia	Grey	Electric	Manual	3.5	28,825	103,275	8,931	High
i8	2,011	Europe	Grey	Diesel	Automatic	4.6	170,805	100,402	8,978	High
3 Series	2,024	Europe	Black	Petrol	Manual	3.3	165,461	60,429	6,729	Low
5 Series	2,021	North America	Silver	Petrol	Automatic	3.5	115,818	50,426	5,512	Low
X5	2,019	Europe	White	Hybrid	Manual	3.1	112,030	71,548	8,632	High
5 Series	2,012	Africa	White	Petrol	Automatic	3	152,544	119,241	4,798	Low
M3	2,012	Europe	Silver	Electric	Manual	2.3	125,077	104,905	3,721	Low
X1	2,021	Middle East	Silver	Hybrid	Manual	4.9	87,943	84,368	7,657	High
5 Series	2,022	South America	Blue	Electric	Automatic	2.1	149,327	54,276	9,988	High
X5	2,015	Africa	Red	Electric	Manual	3.3	128,667	119,147	3,265	Low
i8	2,013	Middle East	Red	Hybrid	Automatic	1.8	174,157	89,351	5,786	Low
M5	2,013	North America	Red	Petrol	Manual	5	150,551	97,501	3,825	Low
i8	2,010	Europe	White	Electric	Manual	3.4	21,882	107,461	9,553	High
X3	2,015	South America	Silver	Petrol	Automatic	4.4	103,541	42,164	4,983	Low
3 Series	2,017	South America	Silver	Electric	Manual	3.5	170,264	82,309	5,717	Low
i8	2,017	Asia	Red	Hybrid	Manual	4.3	25,646	92,680	6,142	Low
7 Series	2,024	North America	Silver	Electric	Automatic	3.4	107,375	97,937	2,821	Low
X3	2,017	Europe	Red	Diesel	Automatic	3.1	134,672	65,489	544	Low
3 Series	2,014	Middle East	Red	Hybrid	Automatic	3.1	36,417	54,304	7,897	High
X3	2,019	Asia	Black	Electric	Manual	1.5	75,884	88,152	1,465	Low
M3	2,015	Asia	Silver	Electric	Automatic	2.8	56,282	107,304	7,134	High
5 Series	2,014	Europe	Silver	Petrol	Automatic	4.8	13,033	71,550	9,760	High
i8	2,013	Middle East	White	Diesel	Manual	3.9	180,871	33,175	8,309	High
5 Series	2,021	South America	Grey	Petrol	Automatic	4.7	78,589	90,402	812	Low
i3	2,013	Europe	White	Petrol	Automatic	2.2	11,012	35,550	736	Low
X3	2,013	Middle East	White	Diesel	Manual	3.2	112,131	103,354	6,904	Low
3 Series	2,013	Asia	Grey	Petrol	Automatic	1.6	165,690	115,955	5,390	Low
3 Series	2,023	South America	Silver	Hybrid	Automatic	3.9	53,317	94,455	1,431	Low
X6	2,024	North America	White	Electric	Manual	4.2	121,884	55,802	214	Low
X1	2,015	Middle East	Blue	Electric	Manual	4.1	116,487	69,388	5,155	Low
M3	2,024	Europe	White	Diesel	Manual	1.8	116,553	35,171	1,554	Low
X6	2,015	South America	Blue	Electric	Automatic	2.4	121,314	99,278	8,634	High
X3	2,014	Middle East	Grey	Diesel	Manual	3.8	104,508	42,184	4,575	Low
7 Series	2,021	North America	Black	Diesel	Automatic	4.2	138,548	37,841	3,372	Low
i3	2,020	South America	Black	Petrol	Automatic	2.5	126,153	49,530	7,053	High
3 Series	2,023	North America	Black	Electric	Automatic	2.9	173,037	41,290	8,633	High
7 Series	2,020	Europe	Black	Diesel	Automatic	2.7	130,879	84,592	1,426	Low
M5	2,018	Middle East	Blue	Diesel	Automatic	1.5	77,967	99,193	5,798	Low
M3	2,017	North America	Grey	Diesel	Manual	3.5	169,675	47,573	7,161	High
M5	2,019	South America	Grey	Petrol	Manual	3.8	141,592	105,893	9,998	High
X6	2,015	Middle East	White	Diesel	Manual	2.5	150,975	92,185	8,164	High
3 Series	2,020	Africa	Silver	Electric	Manual	3.9	99,789	74,609	9,226	High
X1	2,018	Africa	White	Electric	Automatic	2.3	84,667	56,560	1,993	Low
5 Series	2,014	Asia	White	Hybrid	Automatic	4	43,077	57,129	8,858	High
M5	2,019	North America	Grey	Petrol	Automatic	3.1	157,795	117,627	4,376	Low
X1	2,024	South America	White	Electric	Automatic	4.6	193,272	105,623	2,516	Low
M3	2,013	Europe	Grey	Petrol	Manual	3.4	492	73,891	9,931	High
i8	2,023	Africa	Blue	Petrol	Manual	2.1	156,954	90,195	9,349	High
7 Series	2,015	North America	White	Diesel	Manual	4.4	12,816	44,868	7,903	High
M5	2,013	Middle East	White	Diesel	Automatic	4.2	196,184	59,302	2,483	Low
X1	2,017	Middle East	Black	Diesel	Automatic	1.8	1,523	46,870	6,916	Low
7 Series	2,016	South America	Black	Diesel	Manual	1.7	146,559	101,684	9,730	High
5 Series	2,014	Africa	Grey	Diesel	Automatic	2	142,063	84,351	9,801	High
X5	2,019	Europe	White	Petrol	Manual	4.5	142,660	100,197	2,834	Low
X6	2,015	Asia	Grey	Hybrid	Automatic	2.6	164,541	92,603	3,360	Low
7 Series	2,020	Middle East	Red	Hybrid	Automatic	3.3	95,101	31,058	8,863	High
X6	2,016	Africa	White	Hybrid	Manual	3.6	120,925	98,674	1,923	Low
M5	2,011	Europe	Silver	Hybrid	Automatic	4.1	148,945	103,235	3,884	Low
M3	2,018	North America	Blue	Hybrid	Manual	4.4	14,803	49,912	5,565	Low
i8	2,016	Europe	Red	Petrol	Automatic	3.3	142,874	117,421	2,599	Low
M3	2,017	Middle East	Red	Petrol	Automatic	3	177,323	66,538	4,341	Low
M3	2,023	Asia	Silver	Electric	Manual	2.2	42,064	95,296	6,811	Low
5 Series	2,014	Africa	Black	Petrol	Automatic	3.6	186,430	70,863	2,272	Low
3 Series	2,024	Middle East	Blue	Hybrid	Manual	3.4	193,121	91,531	7,818	High
X6	2,012	Africa	Blue	Electric	Manual	2.5	41,399	101,781	1,254	Low
X6	2,011	South America	Black	Electric	Manual	3.1	17,611	113,342	7,598	High
X6	2,024	Middle East	Red	Electric	Automatic	4.1	92,092	118,234	3,033	Low
X1	2,011	North America	Red	Petrol	Manual	3.7	60,770	100,901	8,405	High
5 Series	2,012	Africa	Silver	Hybrid	Automatic	3.2	86,786	109,626	9,911	High
M5	2,010	South America	Blue	Petrol	Manual	2.5	130,478	93,605	7,446	High
X5	2,010	Europe	Silver	Hybrid	Manual	3.8	161,933	84,056	5,804	Low
5 Series	2,016	Middle East	White	Petrol	Automatic	3.7	40,620	109,863	6,451	Low
X1	2,019	Africa	Grey	Diesel	Manual	3.1	3,534	106,918	455	Low
M3	2,021	Europe	Silver	Diesel	Automatic	2.3	83,878	57,741	5,225	Low
i3	2,020	Africa	Silver	Electric	Automatic	2.1	121,666	117,462	1,546	Low

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