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
i8	2,011	South America	White	Petrol	Manual	2.2	67,019	94,859	1,060	Low
M3	2,010	North America	White	Petrol	Automatic	2.2	78,904	43,773	4,000	Low
3 Series	2,019	Africa	Red	Electric	Automatic	4.6	55,040	115,777	9,355	High
X1	2,022	South America	Black	Petrol	Automatic	1.9	198,343	52,466	3,347	Low
i3	2,022	Europe	White	Petrol	Automatic	3.9	28,715	85,544	9,018	High
i3	2,012	Asia	Black	Hybrid	Automatic	3.4	125,680	112,586	776	Low
X1	2,021	Asia	Red	Hybrid	Automatic	3	195,560	49,846	1,751	Low
i8	2,017	Asia	Red	Electric	Manual	3	30,969	84,398	4,234	Low
i8	2,015	Africa	White	Electric	Manual	4.8	15,181	72,153	6,650	Low
5 Series	2,021	Europe	White	Hybrid	Manual	4.5	77,903	79,642	9,042	High
i3	2,016	North America	Red	Electric	Automatic	4.5	86,577	87,119	1,607	Low
X5	2,011	North America	Red	Hybrid	Automatic	2.9	26,386	50,292	1,616	Low
X6	2,015	Middle East	White	Hybrid	Automatic	1.9	11,454	106,033	5,036	Low
5 Series	2,023	North America	Grey	Hybrid	Automatic	5	189,662	45,942	6,607	Low
5 Series	2,017	South America	Grey	Hybrid	Automatic	2	170,468	118,705	6,098	Low
i3	2,017	Europe	White	Diesel	Automatic	3.3	50,321	98,578	7,370	High
X6	2,013	South America	Silver	Petrol	Manual	2.4	105,613	74,876	6,090	Low
X3	2,015	Asia	Red	Petrol	Manual	3.3	72,343	78,261	403	Low
5 Series	2,023	North America	Silver	Petrol	Manual	2.6	187,709	41,204	2,608	Low
M3	2,014	Asia	Red	Electric	Manual	4.6	164,417	102,426	3,772	Low
7 Series	2,018	Europe	Red	Diesel	Automatic	4.9	90,061	73,146	5,538	Low
X5	2,017	North America	White	Hybrid	Manual	2.9	43,703	94,174	7,212	High
i8	2,011	South America	White	Electric	Automatic	1.7	134,400	96,628	2,581	Low
7 Series	2,021	Asia	Grey	Hybrid	Manual	3.8	180,852	71,159	8,803	High
M5	2,022	North America	Silver	Hybrid	Automatic	2.8	60,942	90,378	4,696	Low
7 Series	2,016	Middle East	Red	Hybrid	Manual	5	70,520	55,777	9,595	High
M5	2,016	North America	Grey	Petrol	Automatic	1.8	14,727	44,057	1,724	Low
X1	2,020	North America	Blue	Petrol	Manual	1.9	152,476	46,269	9,216	High
5 Series	2,023	North America	Grey	Electric	Manual	3.9	47,610	74,290	8,217	High
3 Series	2,023	South America	Blue	Hybrid	Manual	4.2	174,825	58,448	5,087	Low
i3	2,021	Middle East	Silver	Hybrid	Manual	3.1	125,784	53,076	7,287	High
M3	2,010	Middle East	White	Diesel	Manual	2.5	52,034	91,537	2,881	Low
X1	2,010	Europe	Silver	Electric	Automatic	2.6	192,497	101,961	4,342	Low
X5	2,021	Europe	Black	Petrol	Manual	2.7	19,418	74,159	9,485	High
X3	2,013	Asia	Red	Diesel	Manual	2.3	192,151	30,395	2,954	Low
7 Series	2,014	Africa	Black	Electric	Manual	4.5	187,159	79,737	2,304	Low
7 Series	2,024	North America	Black	Diesel	Automatic	1.7	159,847	105,818	5,946	Low
3 Series	2,013	Europe	Grey	Petrol	Manual	2.9	129,154	84,810	9,861	High
X5	2,016	Africa	Grey	Petrol	Automatic	4.1	36,288	33,940	936	Low
3 Series	2,012	South America	Blue	Electric	Automatic	1.5	74,296	84,400	6,584	Low
i3	2,016	North America	Red	Diesel	Manual	4.6	189,766	36,161	5,337	Low
3 Series	2,022	Africa	White	Petrol	Automatic	4	163,605	46,622	3,796	Low
X6	2,017	South America	White	Hybrid	Automatic	1.8	135,798	111,094	4,614	Low
i8	2,015	Middle East	Grey	Petrol	Automatic	4.6	143,733	90,741	9,570	High
5 Series	2,015	Asia	Silver	Diesel	Manual	3.2	38,339	50,316	8,583	High
7 Series	2,017	Europe	Black	Diesel	Automatic	3.8	125,009	56,884	2,659	Low
5 Series	2,017	Africa	Silver	Electric	Manual	4.6	132,490	99,742	9,171	High
7 Series	2,016	Africa	Grey	Petrol	Automatic	4.6	62,176	96,290	5,140	Low
5 Series	2,015	Middle East	Blue	Hybrid	Automatic	2.9	4,202	46,047	6,020	Low
M3	2,015	Asia	Black	Diesel	Manual	2.3	1,640	79,988	7,821	High
M3	2,019	Africa	Red	Petrol	Automatic	2.4	6,721	117,668	8,368	High
M5	2,020	North America	Silver	Petrol	Automatic	4.2	66,997	43,428	8,366	High
7 Series	2,022	Asia	Grey	Diesel	Manual	4.8	198,647	32,489	1,376	Low
M5	2,022	North America	Grey	Electric	Manual	1.8	173,576	86,186	1,856	Low
X3	2,015	North America	Grey	Hybrid	Automatic	1.6	122,387	93,619	9,688	High
X1	2,017	Middle East	Red	Hybrid	Manual	4.4	29,293	45,044	5,243	Low
X5	2,010	Middle East	Blue	Petrol	Manual	2.9	84,744	113,464	7,746	High
3 Series	2,014	North America	Blue	Petrol	Manual	2.5	191,164	57,591	5,525	Low
i3	2,012	Asia	Silver	Electric	Automatic	2.2	181,134	41,822	2,980	Low
X5	2,021	Europe	Black	Diesel	Automatic	2.7	197,180	93,945	7,511	High
X3	2,017	Asia	Grey	Petrol	Automatic	4.9	174,843	100,737	5,959	Low
7 Series	2,020	Middle East	Grey	Diesel	Manual	4.9	88,041	45,732	7,680	High
M5	2,015	North America	Blue	Hybrid	Automatic	2.7	172,961	103,971	7,566	High
5 Series	2,023	Europe	Silver	Petrol	Manual	4.9	165,503	77,754	8,199	High
5 Series	2,011	Europe	Silver	Diesel	Automatic	2.5	123,627	90,500	5,730	Low
X1	2,024	Africa	Blue	Diesel	Manual	4.5	177,813	86,010	6,480	Low
3 Series	2,022	Europe	Grey	Diesel	Manual	2.2	144,563	48,973	4,335	Low
X5	2,016	Africa	Red	Diesel	Automatic	4.4	95,203	117,517	1,087	Low
5 Series	2,016	South America	Red	Electric	Manual	2.7	32,588	35,680	1,665	Low
X5	2,022	North America	Red	Petrol	Manual	2.2	15,869	86,679	7,448	High
7 Series	2,014	Europe	Grey	Diesel	Manual	4.8	7,337	92,482	6,272	Low
7 Series	2,017	North America	Black	Petrol	Manual	2.2	164,365	99,866	8,475	High
M3	2,023	Middle East	White	Petrol	Automatic	5	98,940	97,454	3,125	Low
7 Series	2,014	South America	White	Diesel	Automatic	1.9	132,713	31,800	3,369	Low
X1	2,010	Middle East	Red	Electric	Manual	1.5	123,626	84,040	6,639	Low
3 Series	2,018	South America	Grey	Electric	Automatic	4.5	185,358	49,496	6,022	Low
i8	2,013	South America	White	Hybrid	Automatic	3.6	40,992	30,515	4,171	Low
X3	2,022	South America	White	Hybrid	Automatic	3	148,866	112,637	9,047	High
M3	2,011	South America	Silver	Hybrid	Automatic	1.8	194,822	33,110	9,881	High
7 Series	2,013	Middle East	Black	Petrol	Automatic	3.5	92,461	33,421	7,393	High
M5	2,023	Middle East	Red	Hybrid	Automatic	2.9	42,024	102,692	3,368	Low
M5	2,022	North America	Silver	Electric	Manual	3.2	122,099	111,430	9,815	High
X6	2,018	North America	Silver	Diesel	Automatic	3.7	169,012	91,231	1,706	Low
M5	2,011	North America	White	Electric	Automatic	3.7	33,335	85,717	1,921	Low
i3	2,013	Asia	Silver	Hybrid	Automatic	4.9	33,860	48,391	6,011	Low
X5	2,011	North America	Black	Electric	Automatic	3.8	34,276	101,536	2,447	Low
X5	2,014	South America	Blue	Hybrid	Manual	2.7	80,129	74,014	2,353	Low
X6	2,012	Middle East	Black	Diesel	Manual	2.7	197,625	54,930	3,165	Low
M3	2,019	Middle East	Blue	Hybrid	Automatic	3.2	150,833	83,962	5,333	Low
M3	2,011	Europe	Red	Petrol	Manual	2.4	16,508	33,332	1,754	Low
X6	2,023	Middle East	Blue	Electric	Automatic	2.8	185,088	74,609	6,889	Low
X1	2,018	Africa	Grey	Petrol	Manual	4.4	109,161	58,078	3,597	Low
X1	2,014	Africa	Blue	Petrol	Manual	4.5	9,591	40,964	9,673	High
X1	2,019	Europe	Red	Petrol	Automatic	3.7	55,161	113,276	8,029	High
X3	2,014	Asia	Blue	Hybrid	Manual	3.5	167,993	60,290	5,983	Low
5 Series	2,010	Asia	White	Hybrid	Manual	3	94,265	55,733	1,157	Low
X5	2,015	Africa	Blue	Petrol	Manual	3.7	156,814	50,076	5,924	Low
5 Series	2,022	Middle East	Grey	Diesel	Manual	4.3	106,769	111,581	6,280	Low
5 Series	2,016	Europe	Blue	Diesel	Automatic	4.1	130,982	68,654	8,799	High
X5	2,010	Europe	Blue	Electric	Manual	1.6	85,694	110,534	5,068	Low

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