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	2,022	Europe	Red	Hybrid	Automatic	4.6	189,034	104,814	4,801	Low
M3	2,023	Europe	White	Electric	Automatic	3	198,126	46,674	9,011	High
i8	2,015	South America	Silver	Diesel	Automatic	4.9	5,822	52,501	8,180	High
M3	2,023	Africa	Blue	Petrol	Automatic	2.9	139,436	33,189	758	Low
M5	2,015	Europe	White	Diesel	Automatic	1.9	110,570	117,813	7,268	High
5 Series	2,013	South America	Grey	Hybrid	Manual	2.7	29,702	54,844	8,574	High
5 Series	2,017	Europe	Silver	Electric	Manual	5	81,439	36,088	8,899	High
3 Series	2,023	South America	Black	Petrol	Manual	3.7	114,285	115,180	4,004	Low
3 Series	2,011	South America	Silver	Petrol	Manual	2.7	78,345	81,604	3,657	Low
X1	2,014	Europe	Silver	Hybrid	Automatic	3.7	81,661	31,028	1,513	Low
7 Series	2,010	North America	Silver	Hybrid	Automatic	3	143,327	66,994	4,031	Low
X1	2,019	Middle East	Red	Electric	Automatic	1.7	96,264	61,407	4,822	Low
5 Series	2,023	Middle East	Red	Electric	Automatic	2.2	102,867	90,115	2,059	Low
X5	2,011	Asia	White	Electric	Automatic	1.6	54,680	44,153	7,788	High
i8	2,010	South America	White	Hybrid	Automatic	2.4	100,751	96,860	8,733	High
i3	2,015	Asia	Silver	Electric	Manual	4.1	196,187	66,516	916	Low
M5	2,011	Africa	Black	Diesel	Manual	2.2	12,413	75,090	4,677	Low
X5	2,021	Asia	Blue	Diesel	Automatic	3.3	106,294	77,182	3,775	Low
7 Series	2,013	Middle East	Black	Petrol	Automatic	4	173,913	45,406	4,380	Low
M3	2,022	Europe	Blue	Diesel	Manual	3.4	67,545	85,523	4,178	Low
7 Series	2,014	Africa	White	Diesel	Manual	1.6	188,949	78,893	5,006	Low
5 Series	2,016	South America	Blue	Diesel	Manual	2.8	145,509	87,852	2,002	Low
X6	2,019	South America	Black	Diesel	Manual	3	60,422	92,294	3,576	Low
X3	2,010	North America	White	Diesel	Automatic	2.7	17,507	56,757	1,355	Low
X5	2,021	North America	Blue	Hybrid	Automatic	3.4	52,147	97,784	2,995	Low
M5	2,020	North America	Grey	Diesel	Manual	3.3	197,496	110,748	2,734	Low
X6	2,014	Europe	White	Hybrid	Manual	2.2	65,431	73,992	3,600	Low
M5	2,024	South America	Blue	Petrol	Automatic	4.1	111,270	115,032	4,442	Low
5 Series	2,013	North America	Silver	Petrol	Manual	2.1	117,661	69,541	2,419	Low
3 Series	2,016	South America	White	Electric	Manual	3.1	190,500	65,088	4,675	Low
X5	2,023	North America	Grey	Electric	Automatic	4.1	154,504	34,313	7,415	High
M3	2,019	Europe	Silver	Diesel	Automatic	3.9	152,756	43,449	752	Low
3 Series	2,016	Asia	Silver	Diesel	Automatic	3	36,589	60,149	5,976	Low
3 Series	2,017	South America	Grey	Hybrid	Automatic	4.3	65,406	104,199	549	Low
7 Series	2,013	Middle East	Red	Electric	Automatic	4	35,498	44,462	9,056	High
7 Series	2,013	Asia	White	Hybrid	Manual	2.8	9,412	83,991	3,349	Low
i8	2,019	Europe	Red	Hybrid	Automatic	4.6	14,944	47,871	1,006	Low
i3	2,014	Europe	Red	Hybrid	Manual	2	79,867	110,574	8,533	High
7 Series	2,014	Africa	Silver	Hybrid	Automatic	2.8	171,106	61,788	2,417	Low
X5	2,020	Europe	White	Hybrid	Automatic	3.9	120,652	108,640	9,810	High
7 Series	2,012	Europe	Grey	Hybrid	Automatic	4.6	109,934	43,819	9,684	High
M5	2,014	South America	Blue	Diesel	Manual	2.6	42,017	75,653	5,512	Low
7 Series	2,014	Africa	Blue	Electric	Manual	3.5	152,237	73,152	1,571	Low
X5	2,017	Middle East	Red	Hybrid	Automatic	1.5	83,941	102,122	9,214	High
7 Series	2,016	North America	Red	Diesel	Automatic	2.8	144,090	36,406	4,745	Low
7 Series	2,017	North America	Grey	Petrol	Automatic	2.7	178,613	114,243	5,016	Low
M3	2,022	North America	Red	Petrol	Automatic	4.4	185,462	52,755	7,627	High
M5	2,014	North America	Grey	Petrol	Automatic	1.8	47,752	35,237	533	Low
X1	2,021	North America	Grey	Hybrid	Automatic	1.7	22,077	79,104	1,168	Low
X6	2,020	Africa	Blue	Hybrid	Manual	3	187,761	55,531	677	Low
X6	2,011	Africa	Black	Electric	Automatic	2.9	10,297	80,017	5,832	Low
X3	2,017	South America	Silver	Electric	Manual	2.1	121,532	100,460	3,223	Low
M3	2,018	South America	Black	Hybrid	Automatic	2.4	145,232	33,820	9,560	High
X1	2,011	North America	Black	Hybrid	Automatic	4.9	184,824	32,668	2,328	Low
i3	2,023	Africa	Silver	Hybrid	Manual	3.3	43,640	101,398	3,962	Low
X6	2,010	Middle East	Grey	Electric	Automatic	1.8	144,661	59,712	9,062	High
7 Series	2,021	North America	Black	Diesel	Automatic	1.7	166,797	55,364	9,394	High
5 Series	2,015	Europe	Black	Petrol	Automatic	1.6	76,491	78,938	5,748	Low
5 Series	2,012	Africa	Red	Electric	Automatic	2.9	83,664	41,732	7,472	High
M5	2,010	Asia	Grey	Petrol	Automatic	4.5	157,580	60,301	7,301	High
5 Series	2,022	Middle East	Blue	Electric	Automatic	4.4	125,737	39,600	280	Low
5 Series	2,015	Middle East	Silver	Electric	Automatic	2.8	16,921	100,249	6,130	Low
X3	2,021	Middle East	Red	Petrol	Automatic	4.2	112,729	66,874	910	Low
5 Series	2,017	South America	Grey	Petrol	Automatic	4.1	194,582	82,382	723	Low
M5	2,018	South America	Silver	Diesel	Automatic	3.2	56,879	53,258	2,774	Low
M3	2,022	Africa	White	Electric	Manual	2.9	74,902	113,921	7,344	High
i8	2,015	Middle East	Blue	Diesel	Manual	2.1	155,162	51,884	7,046	High
M5	2,021	Africa	White	Diesel	Manual	2.5	140,238	83,056	7,486	High
M3	2,015	North America	Red	Electric	Automatic	2.7	164,610	47,311	4,916	Low
7 Series	2,010	South America	White	Diesel	Automatic	4.3	54,939	39,450	8,220	High
i8	2,014	Africa	Silver	Hybrid	Manual	3.4	96,346	103,222	7,785	High
M3	2,012	Africa	White	Electric	Manual	2.2	124,798	97,528	3,389	Low
X6	2,016	South America	Red	Diesel	Manual	1.8	33,132	104,860	1,720	Low
i3	2,021	Middle East	Blue	Electric	Automatic	3.2	123,111	61,854	7,232	High
i8	2,018	Africa	Grey	Hybrid	Manual	3.8	119,227	61,705	7,427	High
X3	2,022	South America	Grey	Hybrid	Automatic	4.4	143,876	92,624	5,394	Low
3 Series	2,020	Middle East	Blue	Hybrid	Manual	4.3	174,465	73,276	6,255	Low
7 Series	2,015	South America	White	Diesel	Manual	4.4	31,014	37,302	6,542	Low
5 Series	2,014	South America	Grey	Electric	Manual	3.1	136,842	101,079	3,423	Low
M3	2,016	Europe	Blue	Hybrid	Automatic	4.5	8,926	86,141	3,623	Low
X3	2,020	Middle East	Grey	Hybrid	Automatic	3.1	130,704	97,144	5,595	Low
X1	2,018	North America	Red	Hybrid	Automatic	2.1	151,764	65,028	7,571	High
5 Series	2,014	Europe	White	Electric	Automatic	2.9	64,757	77,044	940	Low
X3	2,024	Asia	Grey	Electric	Manual	2.7	2,053	54,941	9,248	High
M5	2,014	Asia	White	Petrol	Automatic	2.9	185,359	114,614	1,119	Low
7 Series	2,019	Asia	White	Petrol	Manual	3.8	173,287	69,554	9,383	High
7 Series	2,013	Asia	Red	Petrol	Automatic	3.8	26,821	98,075	2,140	Low
i3	2,014	Middle East	White	Electric	Manual	2.3	175,317	113,287	2,672	Low
7 Series	2,016	Africa	Blue	Hybrid	Manual	2.6	107,002	92,073	1,518	Low
X3	2,012	Africa	Silver	Hybrid	Manual	3.6	39,626	64,064	955	Low
X6	2,013	Middle East	Black	Electric	Manual	1.8	84,679	42,426	3,526	Low
M5	2,018	Africa	Red	Diesel	Automatic	3.9	75,110	99,735	729	Low
X5	2,024	Africa	White	Electric	Automatic	2.1	91,132	60,714	6,498	Low
X5	2,021	Africa	Black	Diesel	Manual	4.5	143,738	48,687	8,516	High
X1	2,011	Europe	Silver	Petrol	Automatic	2.9	28,730	53,553	9,598	High
M3	2,017	Asia	White	Diesel	Manual	2.3	117,718	114,849	144	Low
i3	2,018	Middle East	Red	Hybrid	Manual	3.8	41,279	113,805	2,965	Low
X1	2,014	Middle East	Red	Electric	Manual	3.4	148,934	109,741	2,414	Low
X3	2,016	South America	Blue	Diesel	Manual	2.1	126,244	115,405	6,125	Low
M5	2,015	North America	White	Hybrid	Automatic	4.4	179,429	34,786	5,516	Low

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