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	2,018	North America	White	Hybrid	Automatic	3.4	117,878	41,366	7,571	High
5 Series	2,011	Middle East	Black	Petrol	Automatic	3.7	83,478	111,221	5,737	Low
X3	2,018	North America	Grey	Diesel	Automatic	4.9	117,838	104,857	4,716	Low
M3	2,021	Africa	Red	Diesel	Automatic	1.6	133,077	40,240	146	Low
i8	2,023	Middle East	Silver	Petrol	Manual	3.3	107,171	30,776	1,075	Low
X5	2,017	South America	White	Hybrid	Manual	1.8	33,730	56,900	4,798	Low
M5	2,018	Europe	Black	Hybrid	Manual	2	80,299	115,888	2,607	Low
i3	2,013	South America	Silver	Electric	Manual	3.6	57,052	59,974	9,822	High
X6	2,010	North America	Grey	Petrol	Automatic	2.3	36,928	33,730	9,094	High
X6	2,010	Middle East	Grey	Electric	Automatic	4.1	36,576	36,561	1,696	Low
i8	2,014	Asia	Black	Diesel	Manual	3.3	97,463	62,501	1,224	Low
X6	2,011	North America	Black	Electric	Manual	2.3	50,877	38,273	817	Low
X6	2,023	North America	Silver	Electric	Automatic	3.2	78,868	56,047	4,600	Low
i3	2,017	North America	White	Diesel	Manual	1.5	51,802	68,741	6,391	Low
i8	2,019	Middle East	Silver	Electric	Manual	4.5	127,489	42,039	6,779	Low
i8	2,020	North America	Grey	Hybrid	Automatic	1.5	44,423	92,309	6,253	Low
M5	2,014	South America	Blue	Diesel	Manual	1.5	113,035	100,473	291	Low
i3	2,014	Africa	Blue	Diesel	Automatic	3.6	79,509	113,114	6,386	Low
X6	2,011	North America	Silver	Diesel	Automatic	4.9	157,704	63,106	549	Low
M5	2,016	South America	Black	Petrol	Manual	4.5	94,117	101,490	3,995	Low
i8	2,022	Asia	Black	Electric	Manual	2.4	188,252	83,633	1,787	Low
X1	2,017	Africa	White	Petrol	Manual	2.2	27,394	95,399	1,862	Low
i3	2,019	North America	White	Diesel	Manual	3.7	193,365	38,265	1,979	Low
X3	2,022	Middle East	Black	Electric	Automatic	4.4	10,051	42,380	6,579	Low
i3	2,010	Asia	Grey	Diesel	Automatic	2.8	169,948	87,760	4,990	Low
i8	2,011	Asia	Silver	Electric	Manual	3	13,288	88,766	4,113	Low
3 Series	2,019	North America	Grey	Electric	Manual	1.9	182,732	77,883	2,819	Low
X6	2,013	Africa	White	Electric	Manual	2	81,535	67,623	9,044	High
3 Series	2,014	Africa	Silver	Diesel	Manual	3.5	177,538	65,057	1,872	Low
i3	2,022	Asia	Blue	Petrol	Manual	1.9	1,751	87,207	2,278	Low
3 Series	2,011	Africa	Silver	Hybrid	Automatic	2.2	145,543	92,789	5,902	Low
3 Series	2,010	South America	White	Petrol	Manual	2.3	3,687	92,548	5,618	Low
i3	2,018	Europe	Black	Petrol	Manual	3.1	109,550	50,924	6,776	Low
M3	2,023	Africa	White	Electric	Manual	1.7	39,623	77,083	5,995	Low
M3	2,010	North America	Grey	Diesel	Automatic	3.2	37,037	81,613	9,741	High
M5	2,022	Asia	Black	Diesel	Manual	4.8	27,686	74,833	4,198	Low
X6	2,024	Asia	Grey	Petrol	Automatic	1.6	57,147	119,103	6,649	Low
X6	2,013	Middle East	Silver	Diesel	Manual	3.7	39,037	94,778	7,115	High
X1	2,011	Middle East	Blue	Electric	Manual	4.4	26,567	116,017	8,943	High
X1	2,020	South America	White	Electric	Automatic	2.6	178,938	38,320	7,639	High
X6	2,013	Middle East	Grey	Diesel	Automatic	2	164,991	112,212	1,624	Low
5 Series	2,017	North America	White	Petrol	Automatic	1.7	79,308	112,790	7,815	High
7 Series	2,017	North America	Black	Diesel	Automatic	3.8	146,360	74,062	598	Low
5 Series	2,024	Asia	Grey	Diesel	Manual	3.4	58,539	77,236	7,429	High
X6	2,020	Middle East	White	Petrol	Manual	2.3	184,654	55,954	6,474	Low
M5	2,021	South America	Grey	Electric	Manual	4.4	108,844	93,163	3,001	Low
i8	2,018	Europe	Grey	Petrol	Automatic	4.1	20,655	65,378	1,521	Low
X3	2,022	South America	Red	Petrol	Manual	2.5	154,845	38,062	3,164	Low
3 Series	2,024	Asia	Red	Petrol	Manual	4.1	136,718	64,837	7,091	High
X6	2,020	Middle East	White	Petrol	Automatic	2.4	116,615	50,565	5,284	Low
7 Series	2,024	North America	Blue	Diesel	Automatic	3.9	114,349	99,789	3,540	Low
X3	2,021	Africa	Black	Diesel	Automatic	1.9	8,700	88,360	6,956	Low
X6	2,014	Middle East	Black	Petrol	Automatic	3.9	137,550	111,853	6,120	Low
5 Series	2,016	Africa	Silver	Electric	Automatic	2.3	155,365	88,584	9,510	High
X1	2,012	South America	Silver	Petrol	Manual	3.5	32,166	35,734	4,104	Low
M3	2,019	South America	Blue	Electric	Automatic	2.1	112,289	99,037	4,589	Low
7 Series	2,013	Middle East	Silver	Electric	Manual	4	152,867	80,158	3,702	Low
M3	2,019	North America	Blue	Hybrid	Manual	1.7	21,523	71,812	5,214	Low
i8	2,018	Middle East	Silver	Hybrid	Manual	2.1	75,627	51,538	4,260	Low
5 Series	2,019	South America	Silver	Electric	Automatic	2.1	88,588	94,800	2,383	Low
X1	2,019	Africa	Red	Hybrid	Automatic	1.6	69,163	49,872	4,578	Low
7 Series	2,023	South America	Silver	Hybrid	Automatic	4.1	1,580	31,992	4,723	Low
7 Series	2,021	Middle East	Red	Diesel	Manual	4.9	154,132	112,532	5,237	Low
M5	2,010	Asia	Blue	Diesel	Manual	4.2	137,070	99,178	3,680	Low
X1	2,011	Middle East	Silver	Petrol	Automatic	4.5	25,133	77,129	9,892	High
X1	2,014	Africa	Red	Hybrid	Manual	1.5	17,154	38,961	8,238	High
7 Series	2,012	Africa	Black	Electric	Automatic	1.9	178,901	74,415	742	Low
7 Series	2,011	Asia	Red	Hybrid	Automatic	3.5	71,260	75,099	3,910	Low
i3	2,010	Africa	Silver	Petrol	Manual	4.9	97,703	98,499	4,024	Low
X3	2,019	Europe	Blue	Petrol	Automatic	3.8	102,109	42,781	8,757	High
i3	2,012	Africa	Black	Petrol	Manual	2.8	48,471	79,386	8,164	High
5 Series	2,010	Asia	Silver	Electric	Automatic	2	166,232	107,592	5,554	Low
i3	2,021	South America	Silver	Electric	Automatic	2	147,889	97,255	736	Low
3 Series	2,010	South America	Silver	Electric	Manual	2.8	1,171	35,199	9,390	High
i8	2,021	South America	Grey	Diesel	Automatic	4	98,086	43,873	1,594	Low
M3	2,010	South America	Blue	Hybrid	Automatic	1.6	134,293	84,930	8,398	High
7 Series	2,017	Europe	Blue	Petrol	Manual	4.5	52,604	114,591	8,501	High
5 Series	2,024	Asia	White	Diesel	Manual	4.8	97,362	77,462	2,262	Low
X6	2,012	Asia	White	Electric	Manual	4.6	93,215	31,437	2,986	Low
5 Series	2,020	Asia	White	Petrol	Automatic	4.7	86,388	32,120	876	Low
X5	2,010	North America	White	Electric	Manual	1.6	92,914	94,633	5,116	Low
M5	2,016	Africa	Red	Electric	Manual	4.9	1,049	51,377	2,937	Low
X1	2,019	Asia	Silver	Petrol	Manual	2.8	16,683	55,978	1,630	Low
M5	2,012	South America	Blue	Hybrid	Automatic	4.5	57,607	88,630	4,342	Low
X3	2,017	North America	Black	Electric	Manual	2.2	187,708	55,925	6,669	Low
X3	2,013	Asia	Red	Diesel	Manual	3.1	85,770	89,840	6,765	Low
i3	2,013	North America	White	Petrol	Manual	1.7	84,711	38,745	9,604	High
7 Series	2,014	Africa	Silver	Diesel	Manual	1.6	16,911	44,364	9,688	High
5 Series	2,015	Africa	Grey	Hybrid	Automatic	4.8	129,992	75,388	8,108	High
i3	2,016	Middle East	White	Hybrid	Automatic	4.3	82,792	97,834	2,627	Low
i8	2,023	Asia	Silver	Electric	Manual	3.4	159,683	51,710	1,350	Low
X1	2,023	South America	Blue	Diesel	Automatic	3.3	88,778	82,725	5,635	Low
i8	2,013	Africa	Red	Diesel	Manual	4.1	19,209	45,976	3,676	Low
X6	2,017	South America	Blue	Electric	Manual	2.7	175,354	81,658	4,944	Low
3 Series	2,022	Africa	Black	Diesel	Manual	4.2	85,562	84,686	9,502	High
X3	2,015	Europe	White	Diesel	Automatic	3.2	138,716	41,080	6,555	Low
7 Series	2,023	Europe	Blue	Petrol	Automatic	3.7	59,944	57,348	3,299	Low
i3	2,010	Middle East	White	Diesel	Automatic	4.9	27,140	74,364	1,147	Low
i8	2,010	Europe	Blue	Petrol	Manual	3.1	86,018	110,132	7,259	High
M5	2,018	Middle East	Silver	Hybrid	Manual	3	113,100	111,508	5,917	Low

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