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
X1	2,013	Africa	Red	Hybrid	Manual	3.6	191,845	96,574	3,025	Low
M3	2,023	Europe	Silver	Petrol	Automatic	2.4	75,577	77,580	8,769	High
3 Series	2,024	Middle East	White	Electric	Automatic	4.8	157,936	37,965	1,762	Low
X1	2,023	South America	White	Hybrid	Manual	2.7	57,040	74,974	6,234	Low
7 Series	2,017	Asia	Silver	Diesel	Automatic	3.4	85,423	57,582	4,281	Low
i8	2,014	South America	Silver	Hybrid	Automatic	2.9	65,967	112,738	2,511	Low
i3	2,014	South America	Blue	Diesel	Automatic	4.9	95,094	100,091	4,323	Low
X3	2,015	South America	Silver	Diesel	Automatic	3	145,718	38,498	4,097	Low
5 Series	2,022	South America	Blue	Petrol	Manual	3.5	58,479	106,218	7,855	High
X3	2,021	North America	White	Diesel	Manual	4.2	107,508	64,679	1,912	Low
X3	2,024	North America	Black	Diesel	Automatic	2.1	118,806	113,626	5,200	Low
X6	2,024	North America	Grey	Diesel	Manual	1.6	2,993	45,337	380	Low
X6	2,014	Africa	Red	Electric	Automatic	3.1	41,141	35,275	1,568	Low
X5	2,014	Middle East	White	Electric	Manual	3.4	185,340	34,010	3,123	Low
3 Series	2,024	Asia	Red	Hybrid	Automatic	2.5	186,796	58,881	6,435	Low
i3	2,023	North America	Grey	Diesel	Manual	3.1	135,494	32,996	4,277	Low
3 Series	2,016	Africa	White	Diesel	Automatic	3.7	149,141	89,311	6,930	Low
X3	2,015	South America	Silver	Diesel	Manual	4.9	92,048	63,335	7,115	High
i3	2,022	Middle East	Grey	Petrol	Automatic	3.6	10,316	87,181	8,215	High
M5	2,022	Middle East	Grey	Electric	Automatic	3.1	82,095	65,010	4,588	Low
5 Series	2,023	North America	Grey	Petrol	Manual	1.6	156,877	31,579	9,768	High
M3	2,019	Africa	Black	Electric	Automatic	2.6	94,769	106,224	1,236	Low
M3	2,020	Africa	Black	Electric	Manual	2.8	24,575	90,582	3,769	Low
X6	2,011	Europe	Black	Electric	Manual	3.2	89,682	85,600	6,088	Low
X5	2,022	Middle East	Red	Electric	Automatic	4.2	33,978	73,030	1,583	Low
3 Series	2,010	South America	Red	Petrol	Manual	4.2	130,726	40,205	1,219	Low
i8	2,010	South America	Grey	Petrol	Manual	4.5	50,118	38,360	8,732	High
i8	2,013	Africa	Black	Electric	Manual	2.5	39,867	30,815	3,621	Low
M3	2,011	Africa	Silver	Electric	Manual	2.7	19,930	101,387	7,272	High
3 Series	2,015	Middle East	Black	Diesel	Automatic	2	148,845	35,871	9,725	High
7 Series	2,021	North America	Black	Hybrid	Manual	4.5	190,282	102,478	3,087	Low
3 Series	2,021	Europe	Black	Diesel	Automatic	3.8	183,944	87,654	7,308	High
i8	2,018	North America	Red	Petrol	Automatic	1.8	44,919	84,136	3,681	Low
i8	2,019	Africa	Silver	Electric	Manual	2.6	7,847	83,654	4,339	Low
5 Series	2,020	Asia	Red	Hybrid	Manual	2	129,155	65,623	4,225	Low
M3	2,024	Asia	Blue	Diesel	Automatic	4.9	91,756	93,485	6,368	Low
X3	2,023	Africa	Silver	Diesel	Manual	2.6	99,983	80,084	9,556	High
7 Series	2,019	Europe	Silver	Diesel	Automatic	3.2	143,418	78,468	2,528	Low
M3	2,017	South America	Silver	Hybrid	Manual	2.6	20,760	67,128	4,770	Low
M3	2,013	Europe	Grey	Electric	Manual	3.2	1,412	50,311	2,891	Low
M5	2,022	Africa	Red	Hybrid	Manual	5	23,936	44,462	9,015	High
M5	2,021	Europe	Red	Electric	Manual	2.5	9,981	31,263	1,761	Low
X5	2,011	Europe	Grey	Diesel	Automatic	2.5	24,301	118,721	5,857	Low
M5	2,010	Asia	Grey	Petrol	Automatic	2.8	92,900	118,453	5,629	Low
i8	2,016	Europe	Black	Petrol	Automatic	2.1	40,941	80,581	530	Low
i3	2,019	Africa	White	Diesel	Automatic	4.1	123,027	54,354	4,183	Low
M3	2,012	Asia	Silver	Petrol	Automatic	2.8	178,314	51,663	9,282	High
7 Series	2,023	Asia	Blue	Diesel	Automatic	3.5	58,720	30,145	1,313	Low
M3	2,015	North America	Blue	Electric	Manual	3.8	165,987	69,807	1,936	Low
3 Series	2,014	South America	Blue	Diesel	Manual	1.6	144,806	98,629	3,963	Low
X1	2,014	Europe	Black	Petrol	Automatic	3.8	140,460	76,500	7,164	High
i8	2,021	South America	Black	Hybrid	Manual	3.4	187,832	104,229	3,068	Low
i3	2,011	South America	Black	Hybrid	Automatic	1.8	168,785	88,912	9,043	High
X6	2,023	South America	Black	Petrol	Manual	1.9	79,651	106,156	1,230	Low
i8	2,018	South America	Black	Diesel	Automatic	3	114,601	89,656	9,158	High
M5	2,020	South America	Silver	Hybrid	Automatic	2.7	171,863	31,365	2,157	Low
7 Series	2,013	Asia	Red	Hybrid	Manual	3	96,863	101,228	3,843	Low
i3	2,019	Asia	Red	Petrol	Automatic	3.7	167,688	30,512	7,347	High
M3	2,010	Asia	Red	Petrol	Automatic	2	6,772	53,753	6,041	Low
X5	2,011	Africa	Blue	Hybrid	Automatic	3.8	194,094	51,165	1,629	Low
X1	2,018	Africa	Blue	Hybrid	Automatic	4.4	195,583	118,060	4,269	Low
X3	2,016	South America	Red	Diesel	Automatic	1.5	129,965	69,814	8,200	High
X6	2,019	Europe	Black	Petrol	Manual	2.8	155,884	78,171	801	Low
3 Series	2,011	South America	Grey	Diesel	Automatic	2.5	58,358	80,414	193	Low
7 Series	2,016	Europe	Red	Hybrid	Automatic	3	82,746	53,759	1,825	Low
X5	2,023	North America	Grey	Hybrid	Manual	3.7	76,041	54,535	2,044	Low
M3	2,013	South America	Red	Petrol	Manual	2.2	137,089	89,000	2,785	Low
X5	2,019	Europe	Grey	Petrol	Manual	2	110,889	87,899	307	Low
5 Series	2,011	Africa	Black	Petrol	Manual	4.1	50,022	57,154	7,916	High
i8	2,021	South America	Grey	Electric	Automatic	3.9	115,817	57,712	152	Low
X5	2,013	Africa	Grey	Diesel	Manual	3.1	105,862	66,632	7,497	High
i3	2,014	Africa	Blue	Petrol	Manual	3.3	88,448	112,303	3,298	Low
i8	2,022	Africa	White	Diesel	Manual	2.4	108,680	37,854	6,851	Low
5 Series	2,023	Europe	Blue	Hybrid	Automatic	2.7	12,457	75,402	5,343	Low
M3	2,013	North America	Red	Electric	Manual	2.6	97,486	78,630	4,459	Low
X1	2,024	Europe	Blue	Petrol	Manual	4	191,212	43,138	7,951	High
3 Series	2,012	Asia	Red	Hybrid	Automatic	3.4	170,619	49,483	5,087	Low
M5	2,015	Asia	Red	Hybrid	Automatic	4.1	153,400	117,477	504	Low
7 Series	2,010	Asia	Black	Diesel	Manual	3.6	25,365	59,102	8,026	High
X3	2,017	Middle East	Black	Hybrid	Automatic	3.4	181,741	80,504	9,743	High
X1	2,021	Africa	Black	Petrol	Automatic	2.6	11,146	108,445	1,067	Low
i8	2,014	South America	Red	Diesel	Manual	2.9	24,306	119,511	4,201	Low
M3	2,017	South America	Blue	Hybrid	Manual	4.6	152,699	30,241	1,736	Low
X3	2,019	Asia	Grey	Petrol	Automatic	3.5	13,909	77,120	2,398	Low
7 Series	2,013	Europe	Silver	Diesel	Manual	3.3	17,597	101,119	3,418	Low
X3	2,013	North America	Blue	Hybrid	Automatic	1.7	82,087	104,074	4,173	Low
i8	2,014	South America	Silver	Hybrid	Automatic	3.8	139,725	47,280	297	Low
i8	2,014	South America	Grey	Diesel	Automatic	3.9	82,412	47,606	9,968	High
7 Series	2,020	Europe	Grey	Electric	Automatic	3.9	166,799	68,424	8,165	High
X5	2,015	South America	Silver	Petrol	Automatic	1.8	116,731	65,296	4,860	Low
X3	2,014	Middle East	Blue	Hybrid	Manual	2.6	66,913	82,251	1,963	Low
X3	2,014	Middle East	Black	Petrol	Automatic	2.8	65,143	30,348	1,815	Low
3 Series	2,022	Asia	Red	Electric	Automatic	4.4	96,772	53,966	1,861	Low
5 Series	2,017	South America	Blue	Petrol	Manual	4.9	46,663	69,794	2,018	Low
5 Series	2,015	North America	Silver	Petrol	Automatic	3	198,465	108,906	4,238	Low
5 Series	2,011	North America	White	Hybrid	Automatic	3.4	90,226	118,519	3,612	Low
7 Series	2,013	Asia	Black	Hybrid	Manual	1.5	98,408	70,660	111	Low
X6	2,013	Asia	Red	Hybrid	Automatic	1.5	110,075	49,649	6,788	Low
X1	2,014	Africa	Black	Hybrid	Manual	1.8	53,292	66,097	6,877	Low
3 Series	2,024	Africa	Silver	Diesel	Manual	4	42,856	71,617	4,782	Low

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