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
7 Series	2,018	Middle East	Silver	Electric	Automatic	4.1	161,728	118,286	8,733	High
i8	2,024	Middle East	Black	Hybrid	Automatic	3.6	104,869	86,853	9,041	High
i8	2,013	North America	Black	Diesel	Automatic	3.9	7,997	65,459	9,071	High
i3	2,011	Africa	Red	Hybrid	Manual	4.5	189,325	110,703	1,375	Low
M5	2,018	Africa	Silver	Diesel	Manual	4.6	50,627	36,677	4,793	Low
X3	2,022	Europe	White	Electric	Manual	4.5	92,127	118,016	3,291	Low
X6	2,011	South America	Red	Hybrid	Manual	2	194,004	42,583	1,595	Low
i3	2,012	Europe	Red	Electric	Automatic	2.4	180,142	76,099	6,824	Low
3 Series	2,019	Middle East	Grey	Electric	Manual	3.3	79,658	106,352	4,386	Low
X1	2,011	Africa	Grey	Hybrid	Automatic	2.8	181,873	54,816	9,150	High
M3	2,012	Middle East	Blue	Petrol	Manual	2	165,249	90,566	5,761	Low
i3	2,015	Africa	Silver	Hybrid	Manual	2.5	158,585	64,285	7,471	High
i3	2,012	Europe	Red	Petrol	Automatic	4.9	134,232	97,597	3,990	Low
M3	2,024	Asia	Blue	Hybrid	Automatic	2.7	123,301	93,225	7,180	High
X6	2,019	Asia	White	Electric	Manual	3	78,522	51,653	6,751	Low
X3	2,017	Middle East	Black	Petrol	Automatic	1.5	125,615	104,779	7,031	High
5 Series	2,020	North America	Red	Petrol	Manual	4	146,572	117,214	6,269	Low
5 Series	2,015	Africa	Black	Hybrid	Automatic	2.9	108,715	83,315	4,413	Low
3 Series	2,016	Africa	White	Electric	Automatic	1.9	78,731	93,842	4,099	Low
i3	2,010	Middle East	Grey	Hybrid	Manual	4.9	26,683	50,327	5,903	Low
X5	2,012	Africa	Silver	Hybrid	Manual	4.2	54,942	44,917	544	Low
X1	2,012	Middle East	Blue	Petrol	Manual	4	31,265	117,952	9,350	High
7 Series	2,011	South America	Red	Hybrid	Manual	4.9	54,166	40,213	9,091	High
X5	2,016	Asia	Red	Electric	Automatic	2.9	174,536	88,991	8,118	High
5 Series	2,018	South America	Black	Hybrid	Automatic	4	127,703	37,649	8,104	High
X6	2,013	Middle East	Silver	Hybrid	Automatic	2.2	179,783	55,448	7,326	High
X5	2,021	South America	Grey	Electric	Manual	3.9	196,894	50,831	8,130	High
i3	2,014	Africa	White	Hybrid	Manual	1.5	34,742	51,517	1,235	Low
X3	2,012	South America	Red	Petrol	Manual	1.9	182,132	95,644	9,389	High
X1	2,020	South America	White	Petrol	Automatic	3	128,169	84,732	3,173	Low
3 Series	2,018	Africa	Blue	Petrol	Manual	1.5	126,230	103,318	5,448	Low
i8	2,023	Middle East	Grey	Petrol	Automatic	3.1	83,621	47,346	923	Low
M5	2,013	Africa	White	Hybrid	Manual	3.3	27,491	96,068	9,658	High
X3	2,014	Europe	Red	Electric	Manual	3.7	71,007	93,756	1,264	Low
M5	2,010	Asia	Silver	Diesel	Manual	1.9	183,807	108,843	4,224	Low
X1	2,020	Middle East	Blue	Hybrid	Manual	2.1	136,086	111,122	989	Low
M5	2,021	Africa	Grey	Hybrid	Automatic	3.6	184,662	32,481	2,429	Low
3 Series	2,024	Africa	Silver	Petrol	Manual	3.8	79,097	35,246	9,674	High
i8	2,022	Asia	Black	Hybrid	Manual	1.6	189,822	113,011	9,303	High
M3	2,011	Europe	Blue	Diesel	Manual	3.4	63,976	118,075	316	Low
X1	2,021	Asia	Silver	Diesel	Manual	4.2	107,417	37,783	9,342	High
X1	2,022	Asia	Grey	Hybrid	Manual	1.7	106,279	101,662	3,213	Low
5 Series	2,018	Middle East	Red	Electric	Manual	2.9	5,378	101,822	3,323	Low
7 Series	2,011	South America	Red	Diesel	Manual	2.6	34,764	100,415	7,214	High
X3	2,014	North America	Blue	Petrol	Automatic	4.7	42,417	70,038	9,702	High
i8	2,022	Europe	Blue	Petrol	Automatic	2.2	92,698	33,949	9,862	High
X1	2,017	Europe	Black	Petrol	Manual	2.6	12,587	102,007	2,117	Low
5 Series	2,012	Middle East	Blue	Hybrid	Automatic	4.6	163,382	103,905	8,629	High
X3	2,015	North America	Grey	Electric	Automatic	2.7	172,746	115,800	4,418	Low
i8	2,013	Europe	Red	Hybrid	Automatic	3.4	77,454	101,683	7,383	High
i3	2,020	Africa	Blue	Diesel	Manual	1.6	144,593	76,995	2,366	Low
X1	2,016	North America	Blue	Electric	Automatic	4.9	159,787	79,240	3,315	Low
3 Series	2,019	Asia	White	Hybrid	Automatic	4.4	147,927	50,721	3,768	Low
X6	2,023	Europe	White	Petrol	Automatic	3.7	75,103	101,470	615	Low
M5	2,022	South America	Blue	Hybrid	Automatic	1.7	149,717	83,241	7,215	High
X6	2,012	South America	White	Hybrid	Automatic	1.8	101,572	83,721	9,727	High
X1	2,015	North America	Blue	Diesel	Automatic	3.4	1,685	35,124	2,753	Low
X3	2,024	Africa	Blue	Hybrid	Manual	2.5	15,343	33,035	578	Low
X3	2,021	South America	Red	Diesel	Manual	3.7	85,938	60,632	8,600	High
X1	2,024	North America	Red	Diesel	Automatic	3.6	185,749	91,591	7,600	High
i8	2,019	Asia	Red	Hybrid	Automatic	4.4	70,193	100,368	3,961	Low
i8	2,018	South America	Silver	Hybrid	Automatic	2.5	115,964	55,580	4,907	Low
X5	2,020	Europe	Blue	Diesel	Manual	3.5	153,525	43,549	9,215	High
M5	2,019	South America	Red	Electric	Automatic	4.2	169,954	100,170	746	Low
M3	2,010	North America	Black	Electric	Manual	3.2	126,793	71,508	7,310	High
i3	2,012	South America	White	Electric	Manual	4.4	96,881	68,858	5,970	Low
5 Series	2,011	Middle East	Grey	Hybrid	Automatic	2	113,291	46,091	6,012	Low
i8	2,017	South America	Black	Diesel	Automatic	4.1	84,925	83,494	7,092	High
X1	2,016	Asia	Black	Petrol	Automatic	4.8	11,620	35,249	8,343	High
X1	2,011	Asia	Blue	Hybrid	Manual	2.7	139,990	90,758	8,357	High
M5	2,015	Europe	White	Hybrid	Automatic	2.8	162,725	118,100	8,963	High
5 Series	2,024	Middle East	Black	Diesel	Manual	1.8	177,730	71,463	4,873	Low
X3	2,012	Africa	Grey	Diesel	Manual	3.7	99,933	86,011	9,903	High
X1	2,017	Europe	Blue	Diesel	Automatic	3.4	44,584	67,575	2,091	Low
i3	2,019	North America	Red	Diesel	Manual	1.6	137,922	95,995	9,444	High
i8	2,022	North America	Blue	Hybrid	Automatic	4.1	156,033	86,495	7,531	High
X6	2,012	Middle East	Black	Diesel	Manual	4.4	116,536	68,192	9,749	High
M3	2,019	South America	Silver	Diesel	Automatic	4.7	34,106	54,238	8,874	High
7 Series	2,023	South America	Grey	Diesel	Automatic	3.4	137,117	47,354	9,024	High
X6	2,018	Europe	Grey	Electric	Manual	3.1	8,380	69,811	7,446	High
5 Series	2,010	Africa	White	Petrol	Automatic	4.6	54,107	105,469	642	Low
i3	2,014	Middle East	Silver	Petrol	Automatic	2.9	50,420	59,406	3,531	Low
i3	2,012	Europe	Red	Petrol	Manual	3.8	82,608	66,354	8,900	High
i8	2,015	Africa	Grey	Petrol	Automatic	3.7	147,320	83,411	9,720	High
M5	2,019	Middle East	Blue	Hybrid	Automatic	2.8	158,439	62,133	7,930	High
X1	2,011	Africa	Grey	Electric	Manual	1.8	190,433	53,969	9,978	High
i3	2,018	North America	Red	Petrol	Manual	1.6	183,134	47,894	6,636	Low
X1	2,015	Middle East	Silver	Hybrid	Automatic	3	73,872	111,950	4,674	Low
i8	2,016	North America	Blue	Electric	Manual	3.2	48,697	50,905	856	Low
X6	2,014	Europe	Blue	Hybrid	Automatic	4.4	113,352	115,423	2,490	Low
X1	2,018	Europe	Black	Electric	Automatic	3	42,316	54,119	5,838	Low
i3	2,010	North America	Grey	Diesel	Automatic	2.5	10,202	105,149	3,182	Low
i8	2,014	Asia	Silver	Hybrid	Automatic	3.1	127,971	58,007	5,549	Low
i3	2,020	Europe	Red	Diesel	Manual	2.3	72,761	45,316	2,992	Low
M5	2,019	North America	White	Diesel	Automatic	1.8	96,003	54,772	9,434	High
7 Series	2,020	North America	Blue	Electric	Automatic	1.9	55,367	69,609	6,323	Low
X6	2,015	North America	Grey	Hybrid	Automatic	2.6	57,791	112,871	6,103	Low
i3	2,016	North America	Silver	Diesel	Manual	1.5	131,796	48,100	3,381	Low
X6	2,021	South America	Grey	Diesel	Automatic	2.3	41,762	62,708	9,417	High
M5	2,013	Asia	Red	Petrol	Manual	4.3	137,596	68,774	8,166	High

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