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
X5	2,012	Europe	Black	Petrol	Manual	3.3	1,641	118,151	1,870	Low
X3	2,019	Asia	Red	Hybrid	Automatic	3.8	172,237	98,701	5,051	Low
X1	2,018	South America	White	Electric	Automatic	2.7	158,843	32,798	9,314	High
M3	2,022	Asia	Black	Diesel	Automatic	4.9	27,150	58,302	6,715	Low
3 Series	2,023	North America	Red	Electric	Automatic	4.6	166,391	105,733	4,173	Low
M3	2,018	Middle East	Red	Hybrid	Automatic	2.5	119,580	93,152	5,629	Low
5 Series	2,019	Europe	Silver	Hybrid	Manual	3.3	86,553	114,573	6,253	Low
7 Series	2,011	Asia	Red	Petrol	Manual	2.3	166,677	57,486	7,500	High
X3	2,023	Europe	Blue	Hybrid	Manual	3.3	32,032	84,928	503	Low
i8	2,012	South America	Red	Electric	Manual	3.9	182,968	97,731	5,436	Low
i8	2,023	South America	Silver	Petrol	Automatic	1.8	101,444	60,101	4,294	Low
X5	2,013	Europe	Grey	Electric	Manual	4.5	2,075	54,083	2,545	Low
M5	2,018	Africa	Grey	Electric	Automatic	3.6	26,750	60,715	1,366	Low
i3	2,012	Middle East	Black	Petrol	Automatic	5	76,322	93,424	5,453	Low
M3	2,022	South America	Silver	Hybrid	Manual	1.6	130,473	60,187	5,107	Low
7 Series	2,016	Europe	Black	Hybrid	Automatic	4.4	61,855	42,379	7,840	High
i3	2,021	Middle East	Grey	Diesel	Automatic	4.3	47,964	65,762	651	Low
M5	2,012	Middle East	Grey	Hybrid	Manual	2	26,797	52,121	8,371	High
X6	2,016	North America	Red	Hybrid	Manual	2.7	44,311	106,314	1,964	Low
3 Series	2,016	North America	Silver	Petrol	Automatic	4.6	70,749	104,491	4,507	Low
X5	2,018	North America	Black	Petrol	Automatic	3.3	197,502	90,313	6,080	Low
7 Series	2,011	North America	White	Hybrid	Manual	2.9	198,319	76,207	6,986	Low
M5	2,022	Asia	Silver	Petrol	Manual	4.7	125,877	102,017	4,935	Low
i8	2,015	North America	Silver	Electric	Manual	1.8	7,057	71,744	8,668	High
X3	2,018	Middle East	Silver	Petrol	Manual	3.2	161,546	40,159	1,668	Low
X6	2,021	South America	Grey	Hybrid	Automatic	3.8	111,765	105,238	4,439	Low
i3	2,024	Europe	Silver	Hybrid	Automatic	3.6	169,436	71,846	4,488	Low
i3	2,021	Africa	Blue	Petrol	Automatic	2.4	126,924	110,956	3,438	Low
X6	2,024	Middle East	Blue	Hybrid	Manual	3.5	77,151	97,056	5,279	Low
X5	2,011	Europe	Blue	Electric	Manual	4	13,113	49,518	9,760	High
X1	2,011	South America	Grey	Diesel	Manual	3.5	158,827	92,903	267	Low
X6	2,022	Asia	Blue	Hybrid	Automatic	3.9	101,577	86,847	2,335	Low
M3	2,023	Africa	Red	Electric	Automatic	2.4	88,431	69,081	5,810	Low
M3	2,014	South America	White	Petrol	Automatic	4.4	153,300	62,023	8,295	High
i8	2,019	Middle East	Grey	Hybrid	Automatic	3.1	22,402	86,260	5,565	Low
X6	2,019	South America	Red	Petrol	Automatic	5	49,748	74,130	7,052	High
M5	2,021	Middle East	Silver	Diesel	Manual	1.6	190,833	108,790	6,844	Low
i3	2,019	Asia	White	Electric	Automatic	2.8	68,266	49,405	5,797	Low
M5	2,017	Europe	Black	Petrol	Automatic	2.1	192,770	75,245	2,995	Low
X6	2,020	Asia	Grey	Electric	Manual	3.4	95,404	100,340	6,021	Low
M3	2,024	North America	White	Diesel	Automatic	2.4	52,327	106,338	5,396	Low
5 Series	2,018	Asia	Black	Petrol	Manual	4.1	53,630	119,211	2,993	Low
M3	2,011	Middle East	Grey	Petrol	Manual	4.6	160,420	57,771	1,555	Low
X6	2,014	North America	Red	Petrol	Automatic	2.2	104,836	119,295	1,370	Low
M5	2,023	South America	Grey	Electric	Manual	2.1	128,970	98,304	2,206	Low
X6	2,016	North America	Red	Diesel	Manual	4.6	41,919	47,520	2,395	Low
3 Series	2,024	South America	White	Diesel	Automatic	2.8	139,792	70,328	573	Low
M5	2,015	Asia	Black	Diesel	Automatic	3	49,159	98,574	9,721	High
3 Series	2,015	Europe	White	Petrol	Automatic	2.3	175,144	92,580	7,140	High
5 Series	2,016	Africa	Grey	Electric	Manual	3	105,326	40,216	2,961	Low
M3	2,012	North America	Black	Diesel	Automatic	2.3	152,597	97,573	2,263	Low
X6	2,022	Europe	Grey	Hybrid	Automatic	3.8	66,330	97,194	7,787	High
3 Series	2,012	North America	Grey	Diesel	Automatic	3.2	77,881	63,441	2,453	Low
i3	2,019	South America	Blue	Petrol	Manual	4.3	56,965	47,280	3,803	Low
7 Series	2,018	Middle East	White	Diesel	Automatic	2.6	22,686	56,789	521	Low
7 Series	2,023	Asia	Red	Electric	Automatic	3.3	135,738	49,472	4,910	Low
3 Series	2,017	South America	Red	Diesel	Manual	2.4	34,563	39,079	5,112	Low
X6	2,014	South America	Red	Petrol	Automatic	4.8	44,462	95,889	9,728	High
M5	2,015	Africa	Grey	Petrol	Manual	3.3	112,742	46,454	7,189	High
X3	2,020	North America	Silver	Electric	Manual	2.1	83,114	75,561	9,617	High
M3	2,021	Asia	Grey	Petrol	Manual	2.5	103,796	88,536	9,051	High
M3	2,019	South America	Blue	Electric	Automatic	1.8	167,264	67,210	5,814	Low
X3	2,010	Europe	Blue	Hybrid	Manual	1.6	41,822	42,686	2,463	Low
X6	2,019	Africa	Black	Petrol	Manual	3.3	127,803	44,439	5,971	Low
i3	2,021	Africa	Blue	Petrol	Manual	2.7	98,203	101,996	2,319	Low
i3	2,010	Asia	Red	Electric	Automatic	4.9	158,168	87,009	267	Low
5 Series	2,013	Europe	Red	Diesel	Manual	2.1	192,496	39,429	275	Low
X3	2,011	Africa	Black	Diesel	Manual	4.3	148,030	113,805	7,697	High
X3	2,020	Africa	Black	Diesel	Manual	2.6	111,504	73,443	3,278	Low
X1	2,016	Middle East	Grey	Diesel	Automatic	2.3	154,360	51,369	873	Low
7 Series	2,011	Africa	White	Electric	Manual	4.9	145,502	105,939	7,410	High
M3	2,019	Middle East	Silver	Electric	Automatic	4.3	38,253	35,408	4,391	Low
i3	2,011	Europe	Black	Petrol	Automatic	3.7	108,266	74,543	597	Low
X1	2,014	Europe	Red	Diesel	Manual	3.9	61,456	86,697	8,850	High
X5	2,013	Middle East	Blue	Hybrid	Manual	5	109,449	80,501	2,987	Low
M3	2,017	Middle East	Blue	Electric	Manual	3.6	151,855	109,189	2,355	Low
X6	2,013	Africa	Red	Petrol	Manual	1.9	31,039	67,502	8,723	High
7 Series	2,023	Europe	Blue	Petrol	Automatic	1.7	145,118	118,977	4,637	Low
X1	2,021	Europe	Grey	Petrol	Manual	3.8	168,349	71,323	5,321	Low
i3	2,015	Europe	Blue	Electric	Manual	3.8	151,315	69,265	7,449	High
M3	2,014	North America	White	Electric	Automatic	4.1	5,645	56,426	662	Low
X6	2,020	Africa	Red	Diesel	Automatic	1.9	161,532	76,582	7,584	High
5 Series	2,023	Middle East	Red	Diesel	Automatic	4.8	47,402	51,444	4,110	Low
M5	2,011	Europe	Grey	Hybrid	Automatic	3.4	20,792	109,261	7,649	High
i8	2,020	Asia	Black	Diesel	Manual	3.8	12,690	47,484	8,375	High
i8	2,024	South America	Red	Hybrid	Manual	1.6	128,436	41,808	9,856	High
5 Series	2,022	Africa	White	Petrol	Automatic	4.9	5,214	48,198	4,757	Low
7 Series	2,021	Asia	Red	Hybrid	Automatic	3.5	140,182	76,228	2,019	Low
X1	2,023	South America	Grey	Hybrid	Manual	3.5	119,801	76,627	8,224	High
3 Series	2,017	Middle East	Black	Hybrid	Manual	4.8	60,109	36,820	3,435	Low
i8	2,011	Africa	Black	Diesel	Manual	4.8	48,149	108,592	4,969	Low
X3	2,018	Europe	White	Diesel	Manual	2.3	104,669	36,425	9,091	High
5 Series	2,024	South America	Silver	Hybrid	Automatic	4.8	68,847	63,449	1,298	Low
7 Series	2,018	Asia	Black	Petrol	Automatic	4.1	184,519	66,720	4,862	Low
X5	2,012	Europe	Grey	Hybrid	Automatic	1.6	100,894	109,856	8,573	High
X6	2,013	Africa	Black	Petrol	Automatic	2.3	5,391	85,885	4,886	Low
M3	2,017	Europe	Black	Hybrid	Automatic	2.9	26,677	100,905	7,322	High
i3	2,018	Asia	White	Petrol	Automatic	3.5	185,190	76,968	158	Low
M3	2,012	Middle East	White	Petrol	Automatic	4	112,023	79,341	8,089	High
X1	2,014	South America	Grey	Hybrid	Automatic	2.2	102,932	82,987	8,171	High

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