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	2,020	Africa	Red	Petrol	Manual	2.8	136,282	70,032	6,185	Low
X1	2,016	Asia	White	Electric	Automatic	2.8	188,489	40,008	9,091	High
3 Series	2,020	Africa	Black	Diesel	Manual	4.6	107,799	75,078	3,975	Low
X1	2,021	Asia	Red	Hybrid	Automatic	4.7	139,703	100,021	9,200	High
i3	2,021	Africa	Silver	Hybrid	Automatic	4.3	195,568	99,458	4,550	Low
7 Series	2,011	North America	Black	Hybrid	Automatic	4.1	117,988	85,666	5,712	Low
M5	2,011	Europe	Silver	Petrol	Manual	3.5	33,320	75,566	3,534	Low
X5	2,021	Middle East	Black	Petrol	Manual	2.7	31,073	54,171	8,521	High
5 Series	2,015	Europe	Blue	Hybrid	Automatic	2.3	52,080	53,844	2,414	Low
i3	2,012	Asia	Blue	Hybrid	Automatic	2	160,881	33,089	221	Low
X1	2,010	North America	Blue	Electric	Automatic	4	39,873	102,497	7,038	High
3 Series	2,024	Europe	Black	Electric	Manual	4.2	186,395	68,116	8,442	High
5 Series	2,017	Asia	Red	Hybrid	Automatic	2.8	123,880	44,006	6,597	Low
M5	2,016	South America	Black	Diesel	Automatic	1.5	10,983	108,083	5,707	Low
i3	2,013	North America	Black	Hybrid	Automatic	4.8	73,833	80,958	8,589	High
i3	2,023	Africa	Grey	Electric	Automatic	3	25,303	81,511	1,417	Low
M3	2,010	South America	Grey	Hybrid	Manual	4.9	47,909	102,276	1,235	Low
X1	2,011	Asia	Grey	Diesel	Manual	3.9	49,511	31,492	8,527	High
i3	2,018	Asia	Silver	Diesel	Automatic	1.9	102,613	62,813	1,203	Low
X3	2,013	Asia	Grey	Electric	Automatic	2.6	74,562	93,101	5,642	Low
7 Series	2,012	North America	Red	Hybrid	Automatic	3.8	61,881	75,593	9,409	High
M5	2,017	South America	Black	Petrol	Manual	3.8	132,841	76,440	4,952	Low
M5	2,013	Europe	Silver	Hybrid	Automatic	2.3	12,452	85,515	929	Low
X1	2,016	Europe	White	Electric	Automatic	2.1	100,737	89,735	6,415	Low
i3	2,024	Middle East	Black	Hybrid	Manual	2.5	59,852	105,790	8,686	High
X6	2,022	Africa	Black	Diesel	Manual	4.3	32,334	100,749	9,673	High
M3	2,023	Europe	Grey	Hybrid	Manual	2.3	2,100	34,962	6,952	Low
3 Series	2,023	South America	Red	Petrol	Manual	4	35,916	113,805	495	Low
M5	2,023	South America	Grey	Diesel	Manual	4.5	133,587	36,920	3,974	Low
M3	2,014	Africa	Blue	Electric	Automatic	2.9	54,278	34,580	6,601	Low
X5	2,014	Middle East	Blue	Electric	Manual	1.5	100,727	71,337	4,511	Low
3 Series	2,020	Africa	Black	Electric	Automatic	2	60,838	66,518	8,689	High
3 Series	2,015	Middle East	Red	Petrol	Automatic	2.6	132,926	61,664	8,745	High
i8	2,021	Africa	White	Diesel	Manual	2.2	171,231	90,358	7,976	High
M5	2,022	Asia	Red	Petrol	Automatic	2.5	111,105	83,054	8,144	High
X1	2,013	South America	Red	Diesel	Manual	3.4	48,270	108,898	9,722	High
X1	2,011	Asia	White	Diesel	Manual	1.6	40,452	45,755	6,472	Low
X6	2,015	Asia	Grey	Electric	Manual	1.7	131,330	30,716	591	Low
i8	2,022	Europe	Silver	Electric	Automatic	4.5	65,072	65,454	9,066	High
M5	2,014	Asia	White	Diesel	Manual	3.3	118,405	119,039	1,432	Low
X5	2,012	Middle East	Silver	Petrol	Automatic	4.8	45,858	57,848	3,597	Low
X1	2,013	Asia	Black	Hybrid	Manual	1.5	59,557	68,055	3,945	Low
i3	2,012	Africa	Red	Petrol	Manual	1.5	4,051	103,906	6,458	Low
3 Series	2,012	South America	Blue	Hybrid	Automatic	4.1	45,631	69,185	800	Low
M5	2,013	South America	White	Electric	Automatic	3.2	157,599	40,200	1,815	Low
i8	2,011	Asia	Blue	Hybrid	Automatic	4.7	83,580	97,622	7,467	High
M3	2,013	Middle East	Blue	Electric	Automatic	4.3	21,551	68,556	6,284	Low
M3	2,019	Africa	Red	Electric	Manual	3.3	60,694	63,182	8,946	High
X1	2,020	Asia	Red	Petrol	Manual	3.2	113,937	106,225	4,946	Low
M5	2,011	South America	Black	Diesel	Manual	4.3	75,920	52,852	4,096	Low
X6	2,023	Africa	Silver	Hybrid	Automatic	4.3	127,204	112,219	9,683	High
i3	2,019	Europe	Blue	Petrol	Manual	2.5	11,228	97,484	3,596	Low
3 Series	2,017	Africa	Black	Hybrid	Manual	3.9	72,652	63,074	1,678	Low
M5	2,019	South America	White	Diesel	Manual	3.8	49,467	101,369	4,028	Low
X1	2,014	Africa	Grey	Hybrid	Automatic	4.5	134,910	72,047	9,256	High
M5	2,022	South America	Grey	Electric	Automatic	4.5	62,273	52,944	7,721	High
3 Series	2,016	Europe	Red	Diesel	Manual	2.4	139,336	67,106	5,741	Low
M5	2,020	North America	Blue	Hybrid	Manual	4.6	133,205	94,330	4,934	Low
3 Series	2,013	South America	Black	Hybrid	Manual	4.7	100,713	68,133	7,255	High
M3	2,019	South America	Black	Petrol	Manual	1.9	3,089	113,828	5,608	Low
i8	2,015	Europe	Red	Hybrid	Manual	3.5	161,658	79,158	9,940	High
X5	2,022	Asia	Silver	Electric	Manual	3	68,881	51,221	6,219	Low
3 Series	2,021	North America	Blue	Electric	Automatic	2.9	162,898	75,810	8,805	High
7 Series	2,023	North America	Silver	Hybrid	Manual	4	68,972	81,287	9,510	High
X1	2,019	South America	Black	Diesel	Automatic	2	20,581	97,133	2,025	Low
i8	2,013	Africa	Black	Diesel	Automatic	4.4	64,798	65,577	7,587	High
X6	2,024	Middle East	Silver	Hybrid	Manual	1.6	6,428	81,049	2,520	Low
i3	2,015	Africa	White	Petrol	Manual	3.5	185,175	73,543	8,277	High
X5	2,010	Europe	Grey	Petrol	Automatic	2.3	63,584	80,421	8,379	High
i3	2,015	South America	Black	Petrol	Manual	3.8	5,842	63,803	1,569	Low
i8	2,015	Europe	Grey	Hybrid	Automatic	3.3	33,022	59,151	740	Low
i3	2,011	North America	Grey	Electric	Manual	5	83,122	92,422	8,083	High
M3	2,021	Middle East	Silver	Petrol	Manual	4.5	67,103	89,039	8,180	High
3 Series	2,019	Middle East	White	Petrol	Automatic	2.7	27,412	96,675	5,260	Low
i3	2,019	Middle East	Black	Electric	Manual	3.3	81,821	42,777	4,243	Low
7 Series	2,018	Asia	Grey	Electric	Manual	2.6	184,582	41,222	7,476	High
5 Series	2,024	North America	Silver	Hybrid	Manual	4.1	97,061	43,524	5,106	Low
X6	2,015	Africa	Silver	Diesel	Manual	3	33,419	93,487	176	Low
i8	2,021	North America	White	Hybrid	Manual	1.9	26,298	32,015	4,107	Low
X6	2,024	Asia	Black	Diesel	Manual	3.8	166,235	57,789	6,982	Low
X3	2,020	Africa	Grey	Electric	Automatic	1.5	48,454	54,949	7,121	High
7 Series	2,022	Africa	Silver	Diesel	Manual	2.5	107,024	31,120	9,561	High
X6	2,016	Africa	White	Electric	Manual	4.7	196,246	84,402	9,894	High
M5	2,011	Europe	Grey	Diesel	Manual	1.8	93,772	79,934	2,650	Low
i3	2,011	Africa	Grey	Hybrid	Manual	3.3	64,531	54,776	576	Low
5 Series	2,011	Africa	Silver	Petrol	Automatic	4.3	2,553	50,045	7,144	High
X5	2,019	Middle East	White	Petrol	Manual	4.7	32,388	118,703	7,454	High
i3	2,022	Asia	White	Hybrid	Manual	3.5	118,917	93,034	4,626	Low
X1	2,020	Europe	Grey	Diesel	Automatic	2	183,180	75,416	9,308	High
5 Series	2,018	Middle East	White	Petrol	Manual	4.8	97,257	70,706	5,129	Low
i8	2,012	Asia	White	Electric	Automatic	4.1	104,066	43,974	2,679	Low
M3	2,022	Asia	Blue	Electric	Automatic	2.9	6,324	89,141	5,683	Low
X5	2,013	North America	Red	Diesel	Manual	2.5	122,782	117,501	2,118	Low
i3	2,010	Africa	Blue	Petrol	Manual	1.7	15,490	118,647	4,199	Low
i3	2,010	South America	Red	Electric	Manual	2.2	15,409	112,902	2,129	Low
i8	2,013	Middle East	Grey	Electric	Manual	4.2	18,541	86,238	2,455	Low
3 Series	2,023	Europe	Grey	Diesel	Automatic	1.9	161,350	92,814	4,534	Low
i3	2,011	Europe	Grey	Diesel	Manual	2	76,759	112,035	453	Low
7 Series	2,017	Africa	Grey	Diesel	Automatic	2.2	10,260	109,408	2,112	Low
5 Series	2,022	North America	White	Hybrid	Manual	2.9	161,171	59,328	4,939	Low

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