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
X5	2,018	South America	Blue	Electric	Manual	2.7	167,289	48,063	121	Low
5 Series	2,017	Europe	White	Diesel	Automatic	2.6	187,525	30,982	2,229	Low
i8	2,011	Europe	Red	Hybrid	Manual	4.8	134,861	85,834	3,092	Low
X3	2,012	South America	Blue	Hybrid	Manual	4.1	727	112,704	5,635	Low
X1	2,011	Africa	Silver	Petrol	Manual	2	199,161	62,480	8,503	High
X1	2,017	North America	Silver	Petrol	Automatic	3.2	198,352	119,288	4,418	Low
5 Series	2,015	Middle East	White	Hybrid	Manual	2.6	150,096	116,277	3,938	Low
7 Series	2,015	Asia	Blue	Hybrid	Automatic	4.9	153,835	78,839	2,936	Low
i8	2,021	South America	Grey	Diesel	Automatic	4.9	79,380	87,409	3,250	Low
3 Series	2,024	South America	White	Hybrid	Manual	2.6	167,279	80,804	9,636	High
3 Series	2,018	South America	Black	Petrol	Manual	2.7	162,594	56,228	5,365	Low
X5	2,017	Europe	Red	Diesel	Automatic	3.6	33,977	85,555	177	Low
X3	2,013	Europe	White	Diesel	Manual	3.2	104,313	66,654	7,568	High
i8	2,024	Europe	White	Petrol	Automatic	2.2	55,088	110,401	3,732	Low
X3	2,021	South America	Black	Petrol	Manual	3.8	100,065	113,921	7,619	High
i3	2,013	Middle East	Blue	Petrol	Manual	2.7	104,003	34,177	2,388	Low
M5	2,018	Middle East	Black	Diesel	Automatic	3.8	34,775	61,034	2,126	Low
3 Series	2,010	Africa	Grey	Diesel	Manual	2.8	2,911	42,067	6,376	Low
X1	2,022	Europe	Silver	Electric	Manual	4	163,350	91,757	7,332	High
X5	2,011	Middle East	Black	Electric	Manual	3.8	126,184	89,830	3,613	Low
5 Series	2,011	North America	Red	Petrol	Manual	3.3	34,829	54,914	5,454	Low
X6	2,022	North America	Grey	Electric	Automatic	4	89,808	74,782	1,091	Low
5 Series	2,022	South America	Silver	Diesel	Manual	3.1	191,847	72,436	7,054	High
i3	2,015	North America	Grey	Petrol	Manual	1.9	106,290	79,055	3,695	Low
i8	2,024	Africa	White	Hybrid	Automatic	2.1	119,156	92,009	9,427	High
X3	2,013	South America	Blue	Hybrid	Manual	2.4	69,377	56,919	6,187	Low
i3	2,022	Middle East	Blue	Electric	Manual	1.7	185,606	38,244	5,099	Low
X1	2,020	Middle East	Red	Petrol	Manual	4	199,394	33,076	6,352	Low
M5	2,019	Europe	Black	Diesel	Manual	2.8	109,233	97,946	3,012	Low
7 Series	2,022	North America	Silver	Electric	Automatic	1.8	102,931	35,349	4,147	Low
X6	2,012	Africa	Grey	Electric	Automatic	4.4	10,459	53,980	5,703	Low
3 Series	2,012	Middle East	Black	Petrol	Automatic	3.9	51,084	110,622	4,536	Low
X6	2,012	South America	Red	Electric	Manual	3.1	104,696	113,919	862	Low
i3	2,015	Europe	Red	Hybrid	Automatic	2.4	114,864	57,320	5,188	Low
M5	2,023	North America	Red	Petrol	Manual	2	198,379	82,939	7,457	High
i3	2,017	South America	Red	Diesel	Automatic	3.1	192,966	42,481	6,275	Low
X1	2,020	North America	Red	Hybrid	Manual	4.6	35,972	35,724	9,388	High
X1	2,016	Asia	Grey	Petrol	Manual	2.2	111,540	90,303	7,183	High
X6	2,023	North America	Silver	Electric	Automatic	3.5	128,864	31,553	7,400	High
X6	2,013	Africa	White	Hybrid	Automatic	4.9	124,424	33,908	904	Low
X6	2,020	Asia	Red	Hybrid	Manual	3.7	25,652	39,931	1,661	Low
5 Series	2,021	Europe	Blue	Petrol	Automatic	3	39,182	75,835	2,323	Low
X1	2,013	Asia	White	Petrol	Automatic	4	183,009	101,208	1,781	Low
M5	2,020	Africa	Grey	Hybrid	Manual	4.4	35,665	40,317	1,477	Low
i8	2,019	Asia	Blue	Diesel	Automatic	3.6	85,763	72,815	809	Low
M3	2,024	North America	Blue	Electric	Manual	4.6	81,313	65,789	3,137	Low
X5	2,020	Africa	Black	Electric	Automatic	3.3	134,892	105,123	8,670	High
5 Series	2,020	North America	Red	Petrol	Manual	4.4	34,004	52,342	3,404	Low
5 Series	2,023	North America	White	Petrol	Automatic	4.8	36,561	102,314	9,259	High
i8	2,020	Middle East	Blue	Hybrid	Manual	3.3	19,251	75,501	3,775	Low
M3	2,011	Africa	Grey	Diesel	Manual	3.6	12,451	103,537	4,593	Low
X6	2,023	Middle East	Silver	Diesel	Automatic	3.6	11,874	93,915	5,757	Low
M5	2,010	Asia	Grey	Diesel	Automatic	4.2	15,033	106,640	8,028	High
3 Series	2,018	Asia	Red	Petrol	Manual	4.4	157,921	86,228	1,876	Low
X1	2,021	South America	Blue	Electric	Automatic	1.6	155,565	39,365	5,259	Low
X1	2,024	North America	Black	Electric	Manual	4.1	167,617	99,163	6,860	Low
M3	2,021	Africa	Silver	Diesel	Manual	4.2	44,456	69,578	4,850	Low
M5	2,011	Africa	Grey	Hybrid	Manual	4	28,495	112,331	9,333	High
5 Series	2,022	North America	White	Petrol	Automatic	4	135,579	105,054	4,923	Low
X5	2,017	Asia	Blue	Petrol	Manual	1.6	113,973	41,715	604	Low
X6	2,024	Asia	White	Petrol	Manual	3	54,523	116,484	3,178	Low
i3	2,018	Europe	White	Diesel	Automatic	4.4	161,310	118,978	5,362	Low
M5	2,013	South America	Red	Electric	Manual	4.8	129,031	111,702	1,509	Low
i8	2,017	Middle East	Grey	Electric	Manual	2.3	144,326	51,150	9,989	High
X1	2,018	Africa	Grey	Electric	Automatic	3.5	21,329	104,707	8,071	High
3 Series	2,019	South America	Blue	Petrol	Manual	4.3	157,615	107,623	2,002	Low
i8	2,019	Africa	Blue	Diesel	Automatic	4.1	51,427	78,553	6,314	Low
X5	2,014	Middle East	Silver	Electric	Automatic	3.7	94,815	39,118	6,188	Low
7 Series	2,022	Africa	Grey	Electric	Automatic	1.6	1,615	117,623	1,052	Low
M5	2,023	Middle East	Blue	Electric	Manual	4	100,117	63,971	588	Low
X5	2,016	Africa	Blue	Electric	Automatic	4.2	74,010	66,553	6,786	Low
3 Series	2,019	Middle East	White	Hybrid	Manual	4	12,264	119,994	3,259	Low
i3	2,013	Europe	White	Petrol	Automatic	4.2	190,495	85,951	3,813	Low
5 Series	2,010	North America	Grey	Diesel	Automatic	3	56,103	93,529	2,913	Low
X1	2,012	North America	White	Electric	Manual	5	64,357	88,417	2,853	Low
3 Series	2,014	Europe	White	Diesel	Manual	4.2	46,012	88,591	4,139	Low
5 Series	2,012	North America	Silver	Petrol	Automatic	3.5	91,367	63,106	6,869	Low
i3	2,021	Europe	Grey	Diesel	Manual	4.8	27,465	35,179	1,056	Low
X3	2,022	South America	White	Petrol	Manual	4.7	4,259	81,773	801	Low
M5	2,020	North America	Grey	Petrol	Manual	4.4	32,198	57,698	8,422	High
M5	2,016	North America	Black	Hybrid	Manual	3.5	154,482	73,292	7,598	High
X6	2,021	North America	Blue	Petrol	Automatic	3.3	98,434	77,627	8,096	High
i3	2,018	Middle East	Blue	Diesel	Manual	2.7	33,867	89,487	5,474	Low
5 Series	2,024	North America	Silver	Hybrid	Automatic	2.4	140,511	44,038	9,885	High
M3	2,021	North America	Black	Electric	Manual	3.3	153,150	50,726	4,872	Low
7 Series	2,015	Africa	Black	Hybrid	Automatic	3.5	2,418	44,421	1,550	Low
3 Series	2,022	Africa	White	Diesel	Automatic	2.4	82,269	109,492	112	Low
X1	2,019	Asia	Grey	Diesel	Automatic	4.7	103,305	35,111	2,935	Low
i3	2,010	North America	Grey	Diesel	Automatic	3.5	183,956	67,063	4,323	Low
M3	2,016	Europe	Grey	Petrol	Manual	3.3	104,357	77,312	3,031	Low
i3	2,024	Middle East	Silver	Diesel	Automatic	3	8,211	31,222	9,752	High
X3	2,012	Middle East	Silver	Electric	Manual	1.7	15,374	87,771	1,619	Low
7 Series	2,014	Middle East	Silver	Hybrid	Manual	4.6	155,028	71,195	9,381	High
M5	2,019	North America	Blue	Petrol	Manual	2.6	10,078	105,293	9,941	High
M5	2,013	Asia	Blue	Electric	Manual	3.7	65,938	60,958	6,710	Low
M3	2,019	North America	White	Petrol	Manual	3.6	75,754	92,108	9,269	High
X6	2,014	North America	Black	Hybrid	Automatic	3.5	69,255	80,946	6,077	Low
X6	2,014	Asia	Black	Hybrid	Automatic	3.3	102,825	111,954	4,373	Low
7 Series	2,015	Middle East	Red	Electric	Manual	2.1	58,133	70,417	2,320	Low
X5	2,023	Middle East	Grey	Petrol	Automatic	2.5	85,613	69,258	6,332	Low

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