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
M3	2,014	South America	Grey	Electric	Manual	2.7	188,046	69,465	418	Low
X6	2,024	South America	Blue	Electric	Manual	2.1	12,011	114,448	4,684	Low
5 Series	2,021	Europe	Red	Electric	Automatic	3.4	48,778	72,891	1,547	Low
5 Series	2,019	South America	Grey	Hybrid	Automatic	3.3	172,800	39,591	9,387	High
M3	2,017	Europe	Silver	Petrol	Manual	3.6	50,303	83,057	8,160	High
5 Series	2,020	Africa	Red	Petrol	Automatic	1.9	45,435	86,954	2,582	Low
i8	2,013	Middle East	Grey	Electric	Manual	4.7	4,267	37,668	1,494	Low
i8	2,012	Middle East	Black	Electric	Manual	4.1	43,065	76,955	5,721	Low
i8	2,016	Asia	Grey	Hybrid	Automatic	2	76,672	65,878	5,204	Low
i8	2,023	North America	Black	Diesel	Automatic	1.8	86,485	107,119	6,656	Low
3 Series	2,013	Africa	Black	Diesel	Manual	3.8	171,201	36,103	5,947	Low
i3	2,010	North America	Grey	Petrol	Manual	2.7	18,013	93,411	2,093	Low
5 Series	2,020	Middle East	Grey	Hybrid	Automatic	2.6	41,152	79,724	4,792	Low
5 Series	2,017	Europe	Blue	Hybrid	Manual	4.4	89,727	76,073	3,044	Low
X3	2,014	Middle East	Blue	Diesel	Manual	2.7	141,945	97,329	2,334	Low
M3	2,022	Africa	Red	Electric	Automatic	3.7	103,855	117,841	1,472	Low
5 Series	2,017	North America	Grey	Diesel	Manual	3.4	178,830	53,058	8,261	High
7 Series	2,017	Africa	Red	Electric	Manual	2.4	81,868	69,739	2,475	Low
X1	2,021	Middle East	Silver	Diesel	Automatic	2.7	23,613	71,055	6,790	Low
M5	2,014	Africa	Silver	Diesel	Manual	4.8	152,535	112,079	8,048	High
X1	2,017	Asia	White	Hybrid	Automatic	2.7	103,782	59,105	1,041	Low
5 Series	2,016	Africa	Silver	Diesel	Automatic	4.2	108,061	98,259	6,393	Low
5 Series	2,022	Asia	Silver	Petrol	Manual	4.5	181,418	71,771	5,060	Low
5 Series	2,012	Asia	Red	Diesel	Automatic	1.7	175,101	43,799	5,191	Low
X1	2,024	North America	Grey	Diesel	Automatic	3.8	126,050	69,590	9,980	High
i8	2,013	South America	Silver	Electric	Automatic	4.1	51,214	82,032	2,216	Low
M3	2,020	Asia	White	Hybrid	Automatic	3	135,841	74,567	2,818	Low
i8	2,021	Middle East	Black	Diesel	Manual	3.5	125,665	98,232	2,793	Low
M3	2,022	Africa	Red	Hybrid	Automatic	2.1	46,161	53,154	6,035	Low
3 Series	2,016	Middle East	Silver	Diesel	Automatic	2.6	163,938	58,030	5,434	Low
M5	2,013	Europe	Black	Hybrid	Automatic	4	144,150	62,466	6,140	Low
5 Series	2,015	Middle East	Grey	Electric	Automatic	3.6	59,254	92,424	4,648	Low
7 Series	2,021	North America	Grey	Electric	Automatic	2	186,783	102,436	4,484	Low
i3	2,011	Asia	Blue	Hybrid	Automatic	5	11,057	47,803	2,978	Low
X6	2,021	Asia	Grey	Hybrid	Manual	4.8	182,226	92,845	1,343	Low
i3	2,011	Europe	Red	Hybrid	Manual	2.3	9,564	68,090	1,455	Low
i3	2,012	Europe	Blue	Electric	Automatic	4.6	101,745	117,254	7,920	High
M5	2,019	South America	Black	Petrol	Automatic	2.4	170,507	81,571	4,468	Low
5 Series	2,016	North America	White	Diesel	Automatic	3.5	80,917	105,897	6,824	Low
X3	2,012	Europe	Black	Petrol	Automatic	4.2	59,050	61,473	4,016	Low
X1	2,021	Africa	White	Diesel	Automatic	2.7	62,670	52,021	6,372	Low
X1	2,012	Middle East	Blue	Hybrid	Automatic	3.4	190,036	106,622	9,443	High
X3	2,022	Asia	Black	Petrol	Automatic	3.1	101,545	36,546	5,500	Low
5 Series	2,023	South America	Black	Hybrid	Automatic	4.2	83,324	98,253	200	Low
i3	2,013	South America	Silver	Electric	Manual	3.2	185,442	62,601	9,542	High
M3	2,024	Europe	Blue	Petrol	Automatic	3.5	93,417	72,989	5,916	Low
5 Series	2,019	South America	Black	Electric	Automatic	4.5	68,935	106,401	594	Low
X5	2,015	Asia	Grey	Diesel	Automatic	3.9	188,387	68,206	6,014	Low
3 Series	2,010	Asia	Blue	Diesel	Automatic	3.3	113,010	86,636	5,187	Low
X1	2,015	South America	Red	Diesel	Manual	3.1	104,067	38,787	7,701	High
3 Series	2,017	South America	White	Electric	Manual	1.9	72,856	95,260	5,695	Low
i3	2,021	Africa	White	Electric	Automatic	1.7	6,834	109,011	1,175	Low
3 Series	2,024	Africa	Black	Hybrid	Manual	4.8	43,323	40,034	9,081	High
X5	2,024	Asia	Silver	Electric	Manual	2.2	47,268	38,093	1,024	Low
X5	2,017	South America	Red	Electric	Manual	2.5	93,209	97,745	6,940	Low
X6	2,015	Asia	Blue	Petrol	Manual	3.6	128,200	66,083	9,197	High
i3	2,015	Asia	Silver	Petrol	Automatic	4.4	189,483	77,746	8,778	High
3 Series	2,022	Africa	Black	Electric	Automatic	4.4	13,489	31,858	998	Low
5 Series	2,012	South America	Red	Diesel	Automatic	4.4	142,622	96,584	8,764	High
M5	2,023	Asia	Red	Petrol	Automatic	4.9	30,405	64,301	5,669	Low
X5	2,011	Asia	Black	Electric	Manual	1.7	21,373	105,561	3,570	Low
X1	2,016	North America	Silver	Hybrid	Manual	2.9	73,112	30,622	1,668	Low
5 Series	2,017	Middle East	Blue	Electric	Manual	4.7	43,067	39,179	9,277	High
X1	2,019	Asia	Silver	Diesel	Automatic	3.1	169,362	33,308	5,703	Low
M3	2,022	South America	Black	Electric	Manual	4.5	52,420	108,454	4,293	Low
M3	2,023	Asia	Grey	Electric	Manual	1.6	64,442	32,059	7,087	High
X5	2,015	Europe	White	Hybrid	Automatic	3.3	63,413	60,026	852	Low
i3	2,014	Europe	Grey	Electric	Automatic	4.7	13,828	35,365	3,971	Low
i3	2,013	Africa	White	Petrol	Manual	2.4	48,048	89,807	5,270	Low
3 Series	2,010	Middle East	Red	Diesel	Manual	4.8	26,899	94,030	1,557	Low
7 Series	2,018	North America	Silver	Diesel	Automatic	1.5	199,277	70,791	6,879	Low
X5	2,020	Asia	White	Electric	Automatic	1.8	99,567	74,972	3,735	Low
M5	2,019	North America	Blue	Petrol	Manual	3.2	118,965	101,199	8,895	High
3 Series	2,013	South America	Red	Diesel	Automatic	1.9	83,916	41,175	9,719	High
i8	2,011	Middle East	Red	Electric	Automatic	2.3	182,216	41,218	1,509	Low
7 Series	2,013	North America	Grey	Petrol	Automatic	2.5	60,795	115,326	7,733	High
5 Series	2,022	Middle East	Blue	Diesel	Manual	3.2	135,501	95,229	8,552	High
M3	2,020	Middle East	Grey	Diesel	Manual	2.9	190,860	59,553	7,223	High
X3	2,014	North America	Black	Diesel	Automatic	4.7	45,166	80,834	8,787	High
X5	2,011	North America	Blue	Diesel	Manual	4.6	115,680	62,908	2,679	Low
i8	2,016	Middle East	Black	Electric	Automatic	4.1	190,255	110,135	1,901	Low
5 Series	2,012	Europe	Red	Diesel	Automatic	3.8	198,334	48,157	2,646	Low
M3	2,023	North America	Silver	Petrol	Manual	2.2	31,825	31,822	9,878	High
5 Series	2,024	North America	Black	Hybrid	Automatic	3.6	52,906	48,305	9,831	High
7 Series	2,017	North America	White	Electric	Automatic	2	79,587	74,445	3,710	Low
i3	2,013	Middle East	Blue	Petrol	Automatic	3.1	167,819	43,679	3,139	Low
i8	2,021	Africa	Blue	Electric	Automatic	3.1	47,910	56,322	2,941	Low
i8	2,020	Middle East	Grey	Petrol	Automatic	3.9	102,234	79,853	8,117	High
X3	2,014	Africa	Silver	Diesel	Automatic	4.4	43,320	30,283	9,900	High
X6	2,012	Asia	Blue	Diesel	Manual	2.6	142,812	49,034	8,051	High
M5	2,022	Africa	Red	Petrol	Manual	1.6	49,350	113,113	8,198	High
7 Series	2,020	Asia	White	Hybrid	Automatic	1.7	48,590	87,068	5,298	Low
M3	2,014	South America	Red	Petrol	Manual	4.6	194,514	42,829	5,728	Low
i3	2,018	Asia	Silver	Electric	Manual	3.2	12,040	111,642	517	Low
i8	2,020	Africa	Red	Diesel	Manual	2.4	43,731	115,442	751	Low
X1	2,022	Africa	Black	Diesel	Manual	1.6	158,063	115,012	5,620	Low
i8	2,023	Middle East	Grey	Electric	Manual	3.4	20,715	87,768	9,168	High
X3	2,011	Middle East	Grey	Diesel	Manual	2	195,580	37,031	1,903	Low
X1	2,016	Middle East	Silver	Diesel	Manual	3	130,069	69,757	3,060	Low
M5	2,024	Africa	White	Petrol	Manual	3.3	37,667	46,767	7,924	High

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