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
X6	2,015	Europe	Silver	Petrol	Manual	3.1	65,744	88,322	9,554	High
M5	2,021	North America	Silver	Electric	Automatic	3.2	186,303	36,743	4,475	Low
7 Series	2,020	Europe	Blue	Petrol	Automatic	3.5	103,850	62,178	9,562	High
i3	2,018	Asia	White	Petrol	Automatic	2.8	181,354	39,979	1,257	Low
X5	2,018	Middle East	White	Diesel	Automatic	4.7	115,130	95,362	5,994	Low
i8	2,019	Middle East	Blue	Hybrid	Automatic	3.2	199,163	79,412	7,706	High
X5	2,012	North America	Black	Petrol	Manual	3	92,217	41,224	6,815	Low
X6	2,012	Middle East	Grey	Diesel	Automatic	1.7	192,366	110,130	5,950	Low
X5	2,013	Asia	Black	Diesel	Automatic	3.6	55,917	73,609	6,276	Low
M3	2,021	Asia	Grey	Electric	Manual	3.6	97,671	83,386	1,759	Low
M3	2,016	Middle East	Black	Hybrid	Automatic	3.5	135,493	84,026	6,629	Low
7 Series	2,012	South America	Blue	Diesel	Automatic	4.6	34,491	75,574	6,268	Low
X3	2,019	North America	Silver	Electric	Manual	4.2	110,183	50,334	4,437	Low
i3	2,017	South America	Blue	Diesel	Manual	4.5	73,343	82,547	6,833	Low
M5	2,020	Asia	White	Hybrid	Manual	1.7	77,791	103,505	8,197	High
X3	2,017	Asia	Blue	Petrol	Manual	2.6	191,813	112,569	4,701	Low
X3	2,015	Africa	Silver	Hybrid	Automatic	2.6	193,745	91,894	7,890	High
M5	2,013	North America	White	Petrol	Manual	3.8	93,989	78,802	9,537	High
i3	2,020	North America	Silver	Electric	Automatic	3.1	56,581	75,821	2,121	Low
M3	2,021	Asia	Silver	Diesel	Manual	4.2	173,513	105,022	1,996	Low
X3	2,020	South America	Black	Hybrid	Automatic	2.8	122,252	74,555	3,023	Low
5 Series	2,014	Middle East	Silver	Hybrid	Automatic	2.3	176,870	51,694	3,613	Low
M5	2,021	Africa	Red	Petrol	Manual	2.5	169,677	96,539	7,085	High
X5	2,011	Asia	White	Petrol	Automatic	2.1	108,512	86,140	7,693	High
i3	2,022	Middle East	Blue	Diesel	Manual	2.2	9,119	53,850	5,776	Low
X6	2,015	South America	White	Diesel	Automatic	2.3	52,816	116,727	314	Low
X6	2,012	North America	Blue	Petrol	Manual	1.6	136,016	105,494	7,933	High
5 Series	2,024	South America	Blue	Hybrid	Automatic	4	52,260	86,148	7,045	High
i3	2,015	North America	Red	Hybrid	Manual	2.9	119,282	54,266	2,470	Low
7 Series	2,021	Asia	Red	Hybrid	Automatic	1.6	11,904	54,863	8,786	High
M3	2,014	Middle East	Red	Diesel	Manual	2.8	43,062	112,697	5,939	Low
3 Series	2,023	Africa	White	Electric	Automatic	4.7	193,363	55,506	4,339	Low
X5	2,011	Asia	White	Hybrid	Automatic	3.3	59,112	118,438	6,528	Low
X5	2,024	Asia	White	Petrol	Automatic	5	123,367	80,143	6,031	Low
7 Series	2,021	Asia	White	Petrol	Automatic	3.4	36,106	41,907	3,094	Low
3 Series	2,022	Asia	Grey	Diesel	Automatic	4.9	48,856	101,289	841	Low
3 Series	2,023	Europe	Silver	Hybrid	Manual	2.2	173,979	119,562	4,794	Low
5 Series	2,014	Middle East	Black	Electric	Manual	2.5	114,129	86,819	3,734	Low
M5	2,014	South America	Black	Diesel	Automatic	3.9	177,204	102,486	1,676	Low
M3	2,023	Asia	Silver	Hybrid	Automatic	5	74,415	46,554	902	Low
X1	2,018	Europe	Silver	Electric	Automatic	4.4	132,121	102,721	224	Low
X3	2,020	South America	Grey	Diesel	Manual	3.4	72,062	119,119	4,362	Low
X3	2,017	Middle East	Red	Electric	Automatic	1.8	184,888	78,836	5,307	Low
M5	2,021	Asia	Grey	Diesel	Automatic	2.8	82,513	88,357	1,009	Low
3 Series	2,021	South America	Grey	Petrol	Manual	1.8	114,401	41,931	1,354	Low
X6	2,016	South America	Grey	Petrol	Manual	2.6	78,420	37,462	3,288	Low
X5	2,024	Africa	Red	Electric	Manual	2.4	94,399	84,092	8,321	High
7 Series	2,024	Africa	Grey	Diesel	Manual	2.9	48,424	112,645	1,907	Low
i8	2,021	South America	White	Petrol	Automatic	4.4	3,880	72,138	8,115	High
5 Series	2,022	Middle East	Blue	Hybrid	Automatic	2	166,009	72,248	7,498	High
i8	2,024	South America	Blue	Electric	Automatic	2.6	121,947	40,714	188	Low
M3	2,023	Europe	White	Hybrid	Automatic	2.4	161,144	58,466	8,582	High
7 Series	2,012	Africa	Blue	Diesel	Automatic	2.5	95,915	93,440	614	Low
3 Series	2,019	Asia	Black	Hybrid	Automatic	2.8	68,944	100,283	1,992	Low
5 Series	2,013	South America	White	Electric	Manual	2.4	17,480	50,235	5,213	Low
i8	2,015	Asia	Black	Petrol	Manual	4.8	14,890	50,066	8,524	High
i8	2,012	Europe	Blue	Diesel	Automatic	3	85,654	79,783	3,344	Low
X1	2,020	Middle East	White	Electric	Manual	1.9	35,288	32,523	3,034	Low
M3	2,018	Africa	Black	Diesel	Automatic	3.1	112,042	93,130	3,774	Low
M3	2,017	South America	White	Hybrid	Automatic	2.1	119,897	40,026	8,567	High
i3	2,015	Europe	Red	Electric	Manual	2.3	2,036	55,913	9,360	High
X6	2,013	North America	Black	Petrol	Automatic	2.5	52,501	53,783	2,580	Low
M5	2,016	Asia	White	Diesel	Automatic	1.9	199,152	67,381	8,046	High
X3	2,022	Asia	White	Diesel	Automatic	4	74,304	91,406	8,623	High
i8	2,024	Asia	Blue	Electric	Manual	4.3	198,886	33,828	8,724	High
i3	2,020	North America	Red	Diesel	Manual	2.9	153,180	92,592	9,881	High
7 Series	2,012	Africa	Grey	Petrol	Manual	3.9	77,618	91,460	3,044	Low
M3	2,019	Europe	White	Diesel	Manual	2.9	138,030	115,707	5,695	Low
M5	2,024	Africa	White	Electric	Automatic	2.1	107,117	51,003	4,590	Low
i8	2,017	North America	Black	Diesel	Manual	2.9	10,896	118,439	5,865	Low
3 Series	2,010	Europe	Silver	Hybrid	Automatic	3.4	122,854	105,949	3,224	Low
M3	2,012	Europe	Grey	Electric	Manual	1.6	79,322	62,725	4,950	Low
5 Series	2,020	Asia	Grey	Diesel	Manual	3.8	89,915	30,178	383	Low
X1	2,014	South America	White	Diesel	Automatic	4.1	197,220	73,855	4,543	Low
i8	2,014	South America	Silver	Electric	Manual	4.5	89,836	87,803	6,384	Low
X3	2,019	South America	Silver	Hybrid	Automatic	1.9	171,663	55,485	1,324	Low
X3	2,023	Asia	Red	Diesel	Manual	1.5	84,800	81,457	3,408	Low
7 Series	2,011	South America	White	Diesel	Manual	1.8	88,695	83,404	527	Low
X1	2,019	North America	Red	Hybrid	Automatic	4.7	41,870	116,844	2,871	Low
X1	2,017	Africa	Grey	Diesel	Manual	4.2	123,333	110,981	5,964	Low
X5	2,014	Middle East	Black	Petrol	Automatic	4.4	115,103	83,188	1,060	Low
3 Series	2,016	Europe	White	Diesel	Automatic	3.3	76,580	98,523	1,419	Low
M5	2,024	South America	Red	Electric	Manual	3.3	106,575	52,065	1,173	Low
X6	2,016	North America	Grey	Diesel	Automatic	2.5	136,069	88,678	8,454	High
X3	2,023	Africa	Grey	Hybrid	Automatic	4.4	160,511	86,787	7,263	High
X6	2,014	North America	Blue	Hybrid	Manual	4.4	76,407	64,680	806	Low
X3	2,017	Middle East	Silver	Petrol	Manual	2.9	126,456	54,032	3,544	Low
5 Series	2,018	Middle East	White	Electric	Automatic	2.7	33,802	113,524	354	Low
3 Series	2,013	Middle East	Grey	Electric	Automatic	4.1	100,042	101,613	4,097	Low
M5	2,013	Asia	White	Electric	Manual	1.6	195,096	114,742	1,912	Low
3 Series	2,017	Asia	Silver	Petrol	Automatic	4.5	36,298	44,546	5,870	Low
X3	2,010	North America	Black	Diesel	Manual	3.1	65,216	35,832	1,663	Low
5 Series	2,024	Africa	Red	Diesel	Automatic	3	100,425	70,912	9,144	High
3 Series	2,013	Middle East	Red	Hybrid	Manual	3.8	88,453	117,718	4,624	Low
M3	2,015	Africa	Silver	Hybrid	Automatic	3.8	50,462	100,024	5,907	Low
X3	2,022	Middle East	Red	Electric	Manual	2.4	169,999	114,275	9,872	High
3 Series	2,013	Middle East	Grey	Petrol	Automatic	4.8	101,932	90,879	8,750	High
7 Series	2,015	Middle East	Silver	Electric	Automatic	5	1,034	101,506	388	Low
i8	2,014	Asia	Red	Hybrid	Manual	3.3	193,540	73,630	6,554	Low
i3	2,023	Europe	Black	Hybrid	Automatic	3.5	199,819	44,029	2,887	Low

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