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	Europe	Red	Diesel	Manual	5	93,784	106,740	398	Low
7 Series	2,020	South America	Black	Diesel	Automatic	2.1	185,458	39,432	3,921	Low
i8	2,021	South America	Blue	Petrol	Automatic	2.6	60,409	106,759	7,792	High
i8	2,019	Asia	Silver	Petrol	Automatic	3.7	137,601	45,015	4,434	Low
i8	2,017	North America	Blue	Hybrid	Automatic	4.1	33,338	106,667	6,742	Low
5 Series	2,015	Europe	Black	Diesel	Automatic	3.4	146,380	33,942	1,220	Low
M5	2,021	Middle East	Silver	Petrol	Manual	1.8	158,910	60,717	5,724	Low
X6	2,017	Europe	Red	Petrol	Automatic	4.4	68,925	101,449	8,963	High
M3	2,021	North America	Grey	Hybrid	Automatic	4.9	106,579	73,418	2,040	Low
i8	2,014	South America	Blue	Electric	Manual	2.9	186,497	65,060	3,768	Low
X5	2,017	Asia	Silver	Petrol	Automatic	2.3	81,670	73,274	7,702	High
3 Series	2,019	South America	Red	Hybrid	Automatic	1.6	129,661	40,586	1,651	Low
X1	2,021	North America	Silver	Hybrid	Automatic	2.3	131,445	108,107	4,883	Low
X6	2,013	Africa	Black	Diesel	Automatic	3.9	153,804	115,317	5,523	Low
X6	2,019	Africa	Black	Hybrid	Manual	4.7	57,991	51,932	327	Low
X1	2,017	Asia	Silver	Hybrid	Manual	1.8	9,101	59,738	3,962	Low
i3	2,019	Europe	Black	Petrol	Manual	3.4	26,966	118,571	3,768	Low
7 Series	2,021	Europe	Blue	Hybrid	Automatic	3.9	148,512	63,422	8,986	High
X3	2,011	North America	Black	Hybrid	Automatic	2.5	139,511	37,168	5,499	Low
i3	2,021	Middle East	Red	Diesel	Automatic	3.5	18,186	105,635	1,127	Low
X1	2,021	Asia	Red	Hybrid	Manual	4	38,752	119,552	5,485	Low
i8	2,014	Asia	White	Diesel	Manual	4.4	130,314	35,639	2,799	Low
M3	2,018	Europe	Black	Hybrid	Manual	3.1	97,253	97,324	9,357	High
X1	2,013	Europe	Blue	Electric	Automatic	4.1	130,922	52,822	8,833	High
M5	2,020	Middle East	White	Hybrid	Manual	2.6	93,969	94,689	356	Low
i3	2,015	North America	Silver	Hybrid	Manual	2.2	49,755	86,534	7,926	High
7 Series	2,024	Africa	Silver	Diesel	Manual	2.2	177,640	109,434	1,288	Low
M5	2,010	Africa	Black	Petrol	Manual	2.8	185,177	70,027	4,578	Low
M3	2,018	North America	Grey	Diesel	Automatic	1.6	120,157	117,237	8,586	High
3 Series	2,010	North America	Silver	Hybrid	Manual	2.5	136,265	98,452	7,885	High
M3	2,014	Asia	Grey	Diesel	Manual	3.8	44,713	56,712	1,738	Low
7 Series	2,013	Middle East	Red	Diesel	Automatic	3.8	107,778	103,737	2,794	Low
X1	2,022	Asia	Grey	Petrol	Automatic	1.8	158,495	53,776	450	Low
X5	2,021	Europe	Blue	Electric	Automatic	2.5	159,267	67,930	1,636	Low
i3	2,022	South America	Grey	Hybrid	Automatic	3.5	174,985	117,256	1,633	Low
5 Series	2,022	Europe	Red	Petrol	Automatic	2.6	52,436	64,944	5,749	Low
X6	2,023	Europe	Black	Hybrid	Manual	3	118,642	65,469	2,441	Low
i3	2,012	Middle East	White	Petrol	Manual	4	171,574	34,505	3,245	Low
5 Series	2,022	Europe	Blue	Petrol	Manual	1.5	199,153	117,801	9,807	High
X1	2,015	South America	White	Hybrid	Automatic	2.5	40,390	104,445	4,724	Low
X3	2,011	Europe	Blue	Hybrid	Manual	2	17,853	97,419	6,984	Low
i8	2,012	Middle East	White	Petrol	Automatic	1.9	97,697	110,826	6,713	Low
X1	2,014	Africa	Silver	Diesel	Automatic	4.9	25,752	70,903	3,054	Low
X3	2,024	Europe	Black	Electric	Automatic	2.8	175,560	57,989	1,171	Low
M5	2,018	Europe	Grey	Electric	Automatic	3.3	122,375	101,165	9,984	High
7 Series	2,011	Asia	Grey	Petrol	Automatic	4.1	108,596	101,241	1,535	Low
5 Series	2,019	North America	Red	Diesel	Automatic	1.7	143,842	52,150	6,399	Low
5 Series	2,017	Europe	Red	Petrol	Manual	2.3	33,003	92,479	2,183	Low
3 Series	2,023	North America	Grey	Diesel	Automatic	4.4	77,275	114,474	4,347	Low
7 Series	2,011	Asia	Blue	Diesel	Automatic	4.5	95,753	48,790	7,342	High
M3	2,020	Africa	Black	Petrol	Automatic	2.8	140,877	58,024	3,842	Low
M3	2,022	Europe	Grey	Petrol	Manual	2.8	160,092	107,369	8,924	High
X3	2,014	South America	White	Hybrid	Manual	4.1	29,824	89,522	7,315	High
3 Series	2,016	Europe	Black	Electric	Manual	2.5	60,877	56,472	2,549	Low
3 Series	2,017	Asia	Black	Diesel	Automatic	1.9	187,381	86,050	835	Low
5 Series	2,010	Asia	Blue	Hybrid	Manual	2.4	41,747	91,955	7,263	High
5 Series	2,015	Europe	Black	Hybrid	Automatic	2.9	117,221	92,183	1,903	Low
3 Series	2,010	Middle East	Blue	Diesel	Automatic	1.7	149,295	109,920	6,039	Low
X3	2,011	South America	Black	Petrol	Automatic	3.2	3,555	63,102	987	Low
X6	2,024	Africa	Silver	Hybrid	Automatic	4.1	20,712	80,949	3,613	Low
M3	2,010	Asia	Blue	Hybrid	Automatic	3.3	141,383	84,591	8,926	High
i8	2,020	South America	Grey	Hybrid	Automatic	1.8	52,517	38,246	363	Low
X3	2,014	Middle East	Grey	Petrol	Automatic	3	43,177	98,481	8,961	High
X5	2,019	North America	Black	Petrol	Manual	4	128,251	48,576	2,819	Low
3 Series	2,024	Africa	Black	Hybrid	Manual	1.7	175,447	81,565	8,031	High
X5	2,018	Asia	Grey	Petrol	Automatic	1.7	163,846	40,124	8,149	High
X6	2,015	Africa	Black	Diesel	Manual	2.8	75,754	97,287	8,677	High
X5	2,020	South America	Grey	Hybrid	Automatic	2.2	44,749	75,453	4,269	Low
X1	2,020	Africa	Grey	Diesel	Manual	4.8	45,000	79,080	3,621	Low
i3	2,010	Middle East	Silver	Hybrid	Manual	3.5	163,763	57,271	8,319	High
X6	2,022	Middle East	White	Diesel	Manual	2.5	93,721	98,297	4,590	Low
5 Series	2,010	South America	Blue	Diesel	Automatic	4	177,240	37,456	2,271	Low
i8	2,011	Africa	Red	Hybrid	Automatic	2.8	125,267	108,465	9,086	High
i3	2,018	Asia	Silver	Electric	Automatic	2	42,039	55,187	4,302	Low
3 Series	2,012	Africa	Grey	Electric	Manual	2.3	102,142	42,310	2,538	Low
X5	2,024	Asia	Silver	Hybrid	Automatic	3.7	58,429	78,458	2,300	Low
5 Series	2,010	North America	Black	Electric	Manual	1.7	191,728	112,676	8,052	High
X3	2,014	Asia	Blue	Hybrid	Manual	2.5	148,863	64,510	1,693	Low
3 Series	2,016	Europe	Silver	Electric	Manual	2.2	3,517	111,150	5,431	Low
3 Series	2,015	Middle East	Black	Electric	Automatic	2.2	103,203	90,629	503	Low
3 Series	2,021	Europe	Blue	Petrol	Manual	3.9	14,099	99,184	421	Low
X5	2,010	South America	Blue	Diesel	Manual	4.4	18,925	82,819	1,701	Low
3 Series	2,014	North America	Red	Diesel	Automatic	4	49,607	119,039	9,021	High
X3	2,024	Europe	Silver	Diesel	Manual	3.8	48,004	33,214	9,521	High
X6	2,014	Asia	Black	Petrol	Manual	4.7	165,214	113,268	1,777	Low
X5	2,015	Africa	Silver	Petrol	Manual	1.7	40,365	119,178	3,290	Low
X5	2,012	Africa	Silver	Hybrid	Manual	2.1	121,128	74,402	5,427	Low
X3	2,014	North America	Red	Diesel	Manual	3	140,851	39,388	8,413	High
i8	2,016	Africa	Silver	Petrol	Automatic	2.8	73,090	31,447	8,134	High
X1	2,014	Europe	Blue	Electric	Automatic	3	197,977	65,328	3,997	Low
i8	2,014	North America	Black	Diesel	Automatic	2.2	147,408	104,408	4,135	Low
7 Series	2,014	Asia	Black	Hybrid	Manual	2	43,518	62,793	1,142	Low
3 Series	2,019	Europe	Blue	Hybrid	Automatic	3.3	21,242	59,387	4,677	Low
X5	2,019	Middle East	Silver	Petrol	Automatic	4.7	137,693	63,480	4,498	Low
5 Series	2,012	Africa	Grey	Electric	Manual	2.9	31,446	53,591	9,961	High
M5	2,010	Middle East	Blue	Hybrid	Automatic	1.7	112,536	50,314	8,619	High
M5	2,014	North America	Black	Electric	Manual	4	179,185	48,803	5,774	Low
3 Series	2,023	Middle East	Grey	Petrol	Automatic	2.5	97,987	52,870	9,979	High
X5	2,018	Europe	White	Diesel	Automatic	2.4	33,911	69,138	4,366	Low
X1	2,023	Middle East	Grey	Petrol	Automatic	2.6	174,282	102,510	1,523	Low

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