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	2,014	Middle East	Black	Electric	Manual	1.7	139,133	101,366	2,951	Low
i3	2,017	Middle East	White	Diesel	Manual	2.2	52,238	83,790	4,213	Low
3 Series	2,017	Asia	Silver	Electric	Manual	4.5	82,309	67,954	2,303	Low
X5	2,012	South America	Blue	Diesel	Manual	1.9	187,160	118,290	6,508	Low
i8	2,016	North America	Grey	Diesel	Automatic	2	174,070	64,972	9,301	High
5 Series	2,012	North America	Black	Petrol	Manual	3.4	20,510	97,877	696	Low
X5	2,015	Europe	Black	Hybrid	Automatic	2.5	74,607	82,046	1,204	Low
M3	2,015	South America	Blue	Electric	Automatic	2.3	111,383	91,253	4,389	Low
3 Series	2,012	North America	Blue	Diesel	Manual	3.5	143,117	62,878	1,878	Low
i8	2,016	South America	White	Petrol	Automatic	2.8	175,127	114,879	980	Low
i8	2,012	North America	Grey	Hybrid	Manual	2	74,820	73,887	6,254	Low
5 Series	2,017	Middle East	Black	Hybrid	Automatic	3.4	100,974	100,246	122	Low
M5	2,019	Middle East	Blue	Petrol	Manual	2.9	93,849	49,771	5,047	Low
X1	2,013	Africa	Blue	Hybrid	Automatic	4.1	21,499	117,861	3,539	Low
i8	2,024	Europe	Grey	Hybrid	Manual	1.9	153,385	64,860	7,478	High
X3	2,024	Europe	Black	Electric	Automatic	3.7	101,989	36,741	6,759	Low
M5	2,022	South America	Grey	Petrol	Automatic	3	130,671	77,697	4,150	Low
M3	2,010	Middle East	Black	Petrol	Automatic	2.9	11,823	114,739	7,225	High
5 Series	2,013	North America	Blue	Diesel	Manual	2.3	123,129	86,611	5,344	Low
M3	2,023	Asia	Black	Electric	Manual	1.6	53,042	59,651	9,583	High
3 Series	2,016	Asia	White	Electric	Manual	4.5	69,058	53,635	8,390	High
3 Series	2,020	Africa	Silver	Petrol	Manual	2.6	153,203	47,546	4,623	Low
i3	2,013	Africa	Blue	Hybrid	Manual	3.9	3,473	31,664	5,046	Low
5 Series	2,022	South America	White	Hybrid	Automatic	4.8	72,789	31,861	3,601	Low
i3	2,015	South America	Grey	Hybrid	Manual	3.5	3,570	32,831	5,317	Low
X3	2,018	Europe	Black	Electric	Automatic	2.9	155,675	96,102	6,796	Low
i8	2,010	North America	Grey	Hybrid	Manual	2.4	109,597	55,780	3,555	Low
M5	2,022	Asia	Black	Electric	Manual	4.8	154,625	87,367	4,036	Low
X3	2,014	Asia	Grey	Petrol	Automatic	3.9	119,240	52,078	4,163	Low
M3	2,020	Middle East	White	Petrol	Manual	3.8	140,736	93,306	7,515	High
M5	2,016	Middle East	Silver	Petrol	Automatic	3	150,307	109,937	5,262	Low
i3	2,010	Africa	Silver	Electric	Automatic	4.5	11,768	69,171	9,765	High
5 Series	2,023	South America	White	Diesel	Manual	4	73,789	51,415	2,407	Low
M3	2,013	Middle East	White	Hybrid	Automatic	2.5	111,541	72,992	8,821	High
X6	2,015	Middle East	Grey	Hybrid	Automatic	3.6	137,243	118,018	3,894	Low
X3	2,011	Middle East	Blue	Hybrid	Manual	3	39,199	94,678	7,963	High
3 Series	2,019	North America	Silver	Hybrid	Automatic	1.5	91,321	111,544	9,861	High
3 Series	2,014	Asia	Silver	Hybrid	Automatic	4.3	25,157	30,891	7,630	High
X6	2,020	Asia	Black	Petrol	Automatic	1.9	126,076	94,412	576	Low
X3	2,019	Middle East	Grey	Diesel	Automatic	3.3	105,622	95,916	3,453	Low
M5	2,010	South America	Silver	Electric	Manual	2.7	10,053	78,116	5,478	Low
7 Series	2,015	North America	Blue	Diesel	Manual	2.7	67,451	67,607	9,656	High
5 Series	2,015	Europe	Black	Diesel	Manual	3.2	125,375	66,740	4,232	Low
X1	2,022	South America	Red	Electric	Automatic	5	57,813	86,230	2,842	Low
5 Series	2,024	Asia	Silver	Electric	Manual	2.9	73,374	67,850	5,511	Low
M3	2,024	North America	Silver	Petrol	Manual	2.1	50,194	37,211	9,243	High
i8	2,013	Middle East	White	Diesel	Automatic	3.6	77,511	97,214	3,749	Low
M3	2,022	North America	Grey	Electric	Manual	2.3	38,919	85,800	8,854	High
3 Series	2,017	Europe	Red	Petrol	Manual	1.9	14,590	112,410	3,302	Low
M3	2,013	Middle East	Silver	Diesel	Manual	1.7	35,135	35,159	6,422	Low
X3	2,017	Middle East	Silver	Hybrid	Automatic	1.6	194,764	119,882	2,547	Low
i3	2,024	South America	Grey	Petrol	Manual	3	145,021	74,758	1,796	Low
X6	2,022	Asia	Grey	Electric	Automatic	3	32,635	101,117	8,908	High
7 Series	2,017	Europe	Grey	Electric	Manual	2.1	153,460	110,780	7,496	High
5 Series	2,014	North America	Red	Petrol	Automatic	4.2	140,466	110,808	8,511	High
M3	2,022	Middle East	Silver	Electric	Automatic	2	35,324	66,185	9,632	High
M3	2,024	Asia	Silver	Diesel	Automatic	4.7	45,786	92,952	6,205	Low
i8	2,013	Middle East	White	Petrol	Automatic	3.6	17,666	79,593	4,795	Low
7 Series	2,021	Africa	Blue	Diesel	Manual	1.6	5,892	49,105	1,179	Low
M3	2,022	North America	Grey	Petrol	Automatic	4.9	122,853	98,166	3,267	Low
5 Series	2,011	North America	Silver	Electric	Automatic	2.6	32,699	94,769	7,058	High
M3	2,020	Europe	Blue	Petrol	Manual	3.1	50,670	113,277	8,054	High
M3	2,024	Asia	Blue	Diesel	Automatic	2.5	7,240	62,045	7,502	High
7 Series	2,012	North America	Red	Diesel	Automatic	4	3,141	101,152	7,461	High
i3	2,012	North America	Blue	Electric	Manual	3.2	185,479	108,141	1,416	Low
M3	2,013	Africa	Silver	Petrol	Manual	2	104,363	70,722	7,005	High
i3	2,013	Africa	Blue	Electric	Automatic	1.9	9,113	80,447	3,569	Low
i8	2,019	North America	Grey	Hybrid	Manual	4	52,399	38,389	5,612	Low
X1	2,020	Africa	Silver	Diesel	Automatic	2.3	28,755	117,664	2,550	Low
3 Series	2,020	Europe	Black	Diesel	Manual	2	281	111,964	4,021	Low
X1	2,014	North America	Grey	Hybrid	Manual	3.2	158,069	118,779	7,182	High
X3	2,013	North America	Black	Diesel	Manual	4.3	51,183	55,818	3,727	Low
i3	2,020	Asia	Black	Hybrid	Manual	2.5	109,336	119,010	8,721	High
i8	2,023	Africa	White	Petrol	Automatic	2.5	53,006	97,474	576	Low
3 Series	2,019	South America	Blue	Diesel	Manual	4.4	155,402	33,572	9,911	High
7 Series	2,017	Middle East	Silver	Hybrid	Manual	2	185,857	41,225	4,916	Low
X1	2,015	Asia	Silver	Hybrid	Manual	3.7	58,902	73,846	7,394	High
7 Series	2,015	Europe	Blue	Hybrid	Manual	4.8	57,948	50,038	1,673	Low
i3	2,017	Europe	White	Electric	Manual	4.4	195,078	50,630	8,188	High
X3	2,016	Middle East	White	Diesel	Automatic	1.7	94,653	114,453	8,206	High
5 Series	2,024	Middle East	Red	Diesel	Automatic	2.6	182,301	91,800	9,551	High
X6	2,019	Europe	White	Hybrid	Manual	2	84,559	38,069	5,787	Low
i3	2,023	South America	Red	Petrol	Automatic	4.8	143,267	97,752	366	Low
X5	2,020	North America	Black	Hybrid	Manual	5	107,776	60,518	4,813	Low
M5	2,021	Asia	Blue	Petrol	Manual	2.3	160,149	99,226	6,532	Low
i3	2,019	Asia	Grey	Hybrid	Manual	3.8	20,324	43,184	2,325	Low
3 Series	2,022	South America	Blue	Hybrid	Manual	4.4	44,605	72,624	8,766	High
M3	2,017	Asia	Grey	Diesel	Manual	2.3	192,079	33,672	1,504	Low
X6	2,023	Europe	White	Electric	Automatic	2.2	47,346	92,604	3,181	Low
X1	2,011	South America	Black	Electric	Automatic	1.5	92,715	59,487	541	Low
M3	2,018	Asia	Silver	Diesel	Manual	2.9	174,088	92,079	274	Low
5 Series	2,010	Middle East	Red	Petrol	Automatic	4.6	40,536	63,698	3,176	Low
i3	2,024	North America	Red	Hybrid	Automatic	4.7	128,549	59,130	3,757	Low
X6	2,017	Europe	Red	Electric	Manual	1.9	10,261	54,240	7,305	High
7 Series	2,021	Africa	Silver	Diesel	Manual	2.2	189,096	30,085	8,935	High
X3	2,020	Middle East	Grey	Hybrid	Manual	2.9	98,561	85,570	9,460	High
X5	2,021	Asia	Grey	Hybrid	Manual	4.2	127,104	111,764	6,336	Low
5 Series	2,021	Africa	Silver	Electric	Automatic	3.6	41,993	57,907	9,284	High
3 Series	2,013	North America	Blue	Hybrid	Automatic	3.3	85,591	94,689	1,311	Low
M5	2,013	South America	Blue	Diesel	Manual	3.6	90,289	78,311	6,141	Low

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