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
i3	2,011	Middle East	Black	Petrol	Manual	3.8	66,275	34,636	2,073	Low
X5	2,022	Middle East	Silver	Diesel	Manual	2.4	83,917	45,356	7,845	High
X3	2,012	South America	White	Diesel	Manual	2.2	178,409	113,873	8,756	High
M3	2,016	North America	White	Petrol	Manual	2	189,734	37,604	4,568	Low
X6	2,012	Middle East	Blue	Petrol	Manual	2.3	60,731	101,019	475	Low
X5	2,018	Africa	Red	Petrol	Automatic	2.1	3,631	51,577	7,243	High
7 Series	2,015	Africa	Grey	Electric	Manual	3.7	81,741	74,050	8,109	High
X1	2,012	South America	Red	Electric	Manual	3.6	166,145	90,789	4,311	Low
X1	2,018	Africa	Red	Petrol	Automatic	3.6	148,119	117,763	7,718	High
3 Series	2,010	Africa	Blue	Petrol	Automatic	3.7	156,681	51,185	1,148	Low
i8	2,019	South America	Red	Hybrid	Manual	4.4	14,761	39,379	6,765	Low
X5	2,012	Middle East	Red	Diesel	Automatic	4.7	46,469	98,325	4,079	Low
7 Series	2,010	South America	Red	Petrol	Manual	2.3	55,426	56,876	9,975	High
M5	2,011	North America	Blue	Petrol	Manual	3.6	184,509	107,248	1,148	Low
i3	2,021	South America	White	Electric	Automatic	1.8	83,929	48,077	5,363	Low
3 Series	2,017	Middle East	Blue	Hybrid	Manual	1.9	55,549	38,271	6,859	Low
M3	2,016	South America	White	Diesel	Manual	3.8	79,689	43,752	9,263	High
5 Series	2,011	Middle East	Black	Diesel	Automatic	3.2	8,788	106,974	2,059	Low
M3	2,011	Europe	Red	Diesel	Automatic	4.2	161,779	42,163	6,574	Low
3 Series	2,018	North America	Silver	Electric	Manual	3	75,800	46,336	2,065	Low
X3	2,022	Asia	Grey	Hybrid	Manual	1.9	160,961	65,922	4,946	Low
M5	2,022	Africa	Grey	Petrol	Automatic	4.6	105,507	83,064	385	Low
M3	2,015	Africa	Grey	Petrol	Manual	1.8	171,840	85,630	695	Low
M5	2,014	Africa	Black	Electric	Manual	2.2	142,507	30,524	7,076	High
i8	2,019	North America	Black	Hybrid	Automatic	2.5	32,233	30,520	8,597	High
M5	2,015	Europe	Grey	Diesel	Automatic	5	136,955	37,377	7,407	High
M3	2,018	Middle East	Blue	Petrol	Automatic	3	33,195	41,244	7,804	High
7 Series	2,020	Europe	Black	Petrol	Automatic	3.3	191,319	115,322	7,974	High
M5	2,016	North America	Grey	Electric	Manual	4.2	29,129	94,633	8,097	High
i8	2,024	South America	Black	Electric	Manual	3.7	63,730	77,268	4,726	Low
X6	2,019	North America	Red	Petrol	Automatic	4.4	29,218	73,897	6,585	Low
5 Series	2,019	North America	Grey	Diesel	Automatic	3.2	167,867	95,093	3,894	Low
X6	2,023	Middle East	Silver	Diesel	Automatic	4.9	189,781	54,162	2,274	Low
5 Series	2,018	South America	Blue	Electric	Manual	4.3	156,013	36,671	8,070	High
X1	2,013	North America	Red	Petrol	Manual	2.9	73,697	52,385	5,470	Low
7 Series	2,011	South America	Blue	Hybrid	Manual	2.8	17,887	80,217	8,751	High
3 Series	2,021	Middle East	Black	Diesel	Manual	4.8	28,815	86,482	2,406	Low
i3	2,017	Asia	White	Hybrid	Manual	3.9	135,038	53,873	5,068	Low
X6	2,013	Africa	Red	Electric	Manual	3.7	83,421	52,831	4,968	Low
X5	2,022	Asia	Silver	Hybrid	Manual	4.2	154,042	91,359	7,966	High
X3	2,018	North America	Red	Petrol	Manual	3.5	163,516	94,797	8,037	High
M3	2,024	Europe	Black	Hybrid	Manual	2.1	130,013	36,485	385	Low
i3	2,024	South America	Silver	Diesel	Automatic	2.6	131,652	91,219	173	Low
X3	2,013	Africa	White	Hybrid	Automatic	3.5	13,997	71,714	6,017	Low
3 Series	2,024	Asia	Blue	Diesel	Manual	1.6	64,483	84,085	1,451	Low
i8	2,017	Europe	Blue	Hybrid	Manual	3	135,309	72,831	8,104	High
X5	2,018	Africa	Grey	Electric	Manual	4.1	197,732	32,915	9,618	High
M5	2,022	South America	Black	Petrol	Manual	2.1	22,476	112,847	7,724	High
5 Series	2,018	Africa	Silver	Hybrid	Automatic	1.7	53,011	37,314	372	Low
3 Series	2,019	Africa	Blue	Petrol	Automatic	4.4	189,979	36,395	2,541	Low
3 Series	2,013	Europe	Blue	Hybrid	Manual	3.7	142,719	104,291	5,117	Low
7 Series	2,010	Europe	Black	Electric	Automatic	2.1	49,941	83,981	1,439	Low
X3	2,024	North America	Grey	Hybrid	Automatic	4.3	122,198	99,549	3,739	Low
X5	2,012	Europe	Silver	Diesel	Automatic	3.8	86,268	61,084	8,442	High
5 Series	2,018	Africa	Blue	Diesel	Automatic	2.7	132,231	84,905	9,585	High
i3	2,013	Middle East	Silver	Hybrid	Manual	2.8	50,816	68,999	8,097	High
7 Series	2,014	Europe	Red	Hybrid	Manual	2	147,014	53,922	2,086	Low
7 Series	2,016	Asia	Black	Electric	Manual	4.4	129,911	42,610	8,961	High
X6	2,014	Europe	Black	Electric	Automatic	3.3	122,556	98,036	1,931	Low
7 Series	2,013	South America	Grey	Diesel	Automatic	3.4	190,780	80,761	6,201	Low
X5	2,024	Africa	Blue	Hybrid	Manual	4.6	15,691	42,718	9,638	High
i8	2,011	Europe	Grey	Petrol	Automatic	1.6	2,726	91,591	9,807	High
M3	2,024	Middle East	Red	Petrol	Manual	1.7	171,569	34,638	9,181	High
M5	2,011	Europe	Black	Petrol	Manual	2.1	96,484	54,119	6,390	Low
3 Series	2,022	North America	Silver	Electric	Manual	1.6	70,920	49,601	7,649	High
3 Series	2,022	Middle East	Red	Petrol	Automatic	3.8	147,976	83,576	7,408	High
X1	2,013	Africa	Red	Petrol	Automatic	3.7	37,850	35,155	7,462	High
5 Series	2,019	South America	Grey	Diesel	Automatic	2.2	40,523	41,925	8,810	High
M3	2,022	South America	Grey	Hybrid	Manual	2	67,734	66,942	4,313	Low
X5	2,019	South America	Black	Petrol	Manual	2	164,322	49,542	3,798	Low
X3	2,022	Europe	White	Diesel	Manual	4.8	53,479	83,984	353	Low
5 Series	2,024	Africa	Blue	Hybrid	Automatic	3.9	98,568	113,255	3,212	Low
i8	2,018	Europe	Black	Petrol	Manual	3.5	159,722	85,530	9,973	High
X5	2,017	South America	Red	Electric	Automatic	2.6	88,524	40,809	4,238	Low
7 Series	2,012	Middle East	White	Petrol	Manual	3	132,785	100,349	4,794	Low
i8	2,024	Europe	Red	Electric	Manual	1.8	93,165	103,870	4,223	Low
5 Series	2,023	North America	Grey	Electric	Automatic	5	193,337	41,824	3,606	Low
i8	2,018	Africa	White	Diesel	Manual	4.1	65,656	58,737	3,641	Low
3 Series	2,023	Europe	Grey	Petrol	Automatic	3.7	119,850	51,875	726	Low
i3	2,014	Europe	Grey	Electric	Manual	3.6	162,030	90,753	7,319	High
i8	2,020	Africa	Black	Electric	Manual	3.3	95,681	37,164	3,468	Low
X5	2,012	Asia	Grey	Hybrid	Manual	2.4	30,492	69,061	6,958	Low
M3	2,014	Africa	Black	Petrol	Manual	2.3	25,516	49,142	6,130	Low
M3	2,022	North America	Red	Diesel	Automatic	3.4	43,669	65,969	7,240	High
i3	2,019	North America	Red	Diesel	Automatic	1.7	176,042	57,734	959	Low
i8	2,022	Middle East	Grey	Electric	Automatic	1.8	53,562	62,178	1,975	Low
X1	2,013	Europe	Black	Hybrid	Manual	3.5	6,766	62,988	7,080	High
3 Series	2,017	Asia	White	Hybrid	Manual	4.7	96,901	101,140	764	Low
7 Series	2,022	South America	White	Petrol	Manual	4.7	162,030	62,993	214	Low
M5	2,021	Asia	White	Diesel	Manual	1.5	163,512	90,955	7,911	High
X3	2,014	South America	Grey	Petrol	Manual	1.9	123,599	88,898	9,519	High
X3	2,019	South America	Red	Hybrid	Automatic	3.5	53,120	42,234	2,728	Low
3 Series	2,021	South America	White	Diesel	Manual	4.5	74,134	109,662	4,170	Low
i3	2,017	Africa	White	Diesel	Automatic	4.8	5,767	59,229	4,589	Low
X5	2,018	Middle East	Blue	Diesel	Automatic	4.5	110,780	32,166	339	Low
X5	2,013	North America	Silver	Electric	Automatic	3.9	81,385	95,027	8,135	High
3 Series	2,016	North America	Silver	Diesel	Manual	2.2	5,376	70,364	2,582	Low
5 Series	2,011	Africa	Blue	Hybrid	Automatic	1.8	25,354	61,617	6,536	Low
X3	2,015	Middle East	Silver	Petrol	Manual	1.7	49,159	118,980	6,155	Low
5 Series	2,017	Africa	Silver	Electric	Manual	3.6	173,854	31,858	5,929	Low

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