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
X3	2,011	Middle East	White	Petrol	Manual	1.7	33,142	47,617	1,944	Low
M3	2,016	North America	Silver	Petrol	Automatic	3.7	162,275	105,897	3,127	Low
i8	2,015	Asia	Black	Electric	Automatic	4.3	94,193	97,017	2,841	Low
X3	2,010	South America	Red	Electric	Manual	5	42,069	76,103	1,352	Low
X3	2,020	Asia	White	Hybrid	Manual	1.6	50,831	55,407	2,792	Low
3 Series	2,018	Europe	Grey	Diesel	Automatic	3.8	50,942	117,415	2,822	Low
7 Series	2,018	Africa	Red	Petrol	Manual	3	21,171	93,729	8,994	High
X3	2,021	North America	Blue	Electric	Manual	1.5	102,499	63,517	5,099	Low
X6	2,011	Africa	White	Petrol	Manual	3.7	73,416	50,375	3,630	Low
X5	2,012	Asia	Silver	Electric	Manual	1.9	42,219	98,783	1,316	Low
5 Series	2,014	Asia	White	Hybrid	Automatic	2.8	68,445	112,665	9,795	High
X5	2,014	South America	White	Petrol	Manual	2.4	173,211	115,364	771	Low
X1	2,024	Europe	Red	Hybrid	Manual	2.8	84,157	52,338	3,973	Low
7 Series	2,010	Middle East	Black	Hybrid	Manual	3.2	9,884	32,178	6,512	Low
X6	2,017	South America	Black	Electric	Automatic	2.8	121,598	116,409	1,161	Low
i8	2,021	North America	Blue	Hybrid	Manual	3.4	130,258	54,537	8,486	High
5 Series	2,017	Africa	White	Electric	Automatic	2.3	76,277	112,020	4,167	Low
i8	2,013	Africa	Grey	Hybrid	Manual	3.7	377	68,633	421	Low
5 Series	2,022	North America	Grey	Electric	Automatic	4.5	43,995	48,051	1,166	Low
3 Series	2,016	South America	Blue	Electric	Automatic	2.3	94,056	87,521	551	Low
M3	2,024	North America	Black	Petrol	Manual	3.3	41,496	62,575	240	Low
X6	2,024	North America	Red	Diesel	Automatic	3.8	70,102	96,464	3,571	Low
3 Series	2,020	Middle East	Silver	Hybrid	Manual	3.5	76,792	51,539	6,797	Low
3 Series	2,019	South America	Grey	Electric	Automatic	2.8	168,649	81,768	4,564	Low
i8	2,012	Africa	Blue	Electric	Automatic	3.7	169,000	31,531	1,891	Low
7 Series	2,015	Middle East	Blue	Hybrid	Automatic	1.6	95,876	88,145	1,369	Low
M3	2,023	Europe	Black	Petrol	Manual	2.8	163,773	116,010	9,213	High
7 Series	2,019	South America	Red	Hybrid	Automatic	3.4	133,748	55,174	6,078	Low
M5	2,022	Asia	White	Petrol	Manual	1.6	147,936	103,644	9,313	High
X5	2,019	South America	Grey	Petrol	Automatic	3.3	190,703	60,653	5,017	Low
3 Series	2,021	North America	White	Hybrid	Automatic	3.8	76,918	68,928	5,875	Low
7 Series	2,023	Middle East	Grey	Petrol	Automatic	4.2	155,259	78,094	8,539	High
3 Series	2,018	Middle East	Silver	Electric	Automatic	1.9	59,012	38,545	3,138	Low
X6	2,010	Asia	White	Petrol	Automatic	5	53,315	48,496	3,644	Low
5 Series	2,014	South America	Silver	Petrol	Automatic	3.6	156,068	116,099	3,990	Low
X3	2,013	North America	Silver	Diesel	Manual	2.8	84,696	60,200	1,374	Low
X1	2,017	North America	Grey	Hybrid	Manual	2.4	144,415	98,548	333	Low
3 Series	2,020	Asia	Blue	Hybrid	Automatic	3.5	152,333	69,769	282	Low
3 Series	2,021	North America	Black	Hybrid	Manual	4.6	37,338	76,686	4,841	Low
M5	2,010	Europe	Grey	Petrol	Automatic	3.3	134,334	108,187	2,314	Low
i3	2,018	Middle East	White	Petrol	Automatic	3.8	193,659	40,395	452	Low
i3	2,015	Asia	Silver	Electric	Automatic	2.8	92,445	32,069	3,679	Low
X3	2,013	Asia	Blue	Petrol	Automatic	2.9	47,308	46,647	525	Low
M3	2,021	North America	Blue	Petrol	Manual	2.5	49,631	100,386	3,264	Low
5 Series	2,018	Middle East	Black	Diesel	Manual	4	24,820	116,319	4,277	Low
X1	2,020	Middle East	Grey	Electric	Automatic	2.8	86,698	108,794	337	Low
5 Series	2,014	Middle East	Blue	Petrol	Automatic	2.2	48,412	51,366	241	Low
5 Series	2,024	Asia	Red	Hybrid	Automatic	2.8	187,862	98,864	7,597	High
i8	2,014	Europe	Grey	Hybrid	Automatic	4.5	80,251	71,584	3,342	Low
M3	2,021	Asia	Red	Diesel	Manual	4.1	73,293	61,685	5,291	Low
X6	2,014	Europe	Silver	Electric	Manual	2.7	58,569	60,165	1,643	Low
X6	2,010	South America	Black	Diesel	Automatic	4.7	61,382	60,903	9,910	High
M3	2,010	Asia	White	Hybrid	Automatic	1.8	150,514	73,398	7,507	High
M5	2,017	Middle East	Blue	Hybrid	Manual	1.7	106,999	100,268	7,754	High
5 Series	2,021	North America	White	Petrol	Automatic	1.9	178,429	68,880	2,618	Low
7 Series	2,017	South America	Red	Hybrid	Automatic	1.9	46,714	96,639	7,098	High
M5	2,021	Europe	Black	Diesel	Automatic	1.8	156,761	54,863	5,742	Low
7 Series	2,024	Middle East	White	Diesel	Automatic	3.8	165,619	74,418	4,357	Low
3 Series	2,024	North America	Blue	Electric	Automatic	3.6	131,710	58,375	1,345	Low
X3	2,015	North America	Red	Electric	Automatic	3.8	33,208	65,441	4,979	Low
3 Series	2,021	Asia	White	Electric	Manual	3.9	18,075	87,766	2,663	Low
X6	2,020	North America	Silver	Electric	Manual	4.1	143,469	84,891	9,653	High
M3	2,022	Europe	Black	Diesel	Manual	2.2	86,518	82,551	8,088	High
X5	2,013	Europe	Black	Petrol	Manual	3.7	198,443	73,461	2,571	Low
X3	2,011	North America	Black	Electric	Automatic	3.5	59,818	99,389	208	Low
3 Series	2,023	North America	Grey	Petrol	Manual	4.8	62,006	72,811	9,481	High
X5	2,011	Europe	Blue	Petrol	Automatic	2.3	17,402	42,353	1,161	Low
X6	2,018	Middle East	Black	Electric	Manual	1.7	197,719	66,557	534	Low
3 Series	2,024	Africa	Black	Electric	Manual	3.8	30,656	49,160	1,396	Low
3 Series	2,014	Africa	Silver	Electric	Automatic	4.1	37,786	67,998	7,406	High
X6	2,013	South America	White	Diesel	Automatic	2.5	11,904	35,735	7,074	High
X1	2,019	North America	Silver	Petrol	Manual	3.5	4,617	68,597	5,099	Low
X5	2,022	North America	Blue	Petrol	Manual	1.7	119,677	34,379	1,327	Low
X5	2,010	Asia	Silver	Petrol	Automatic	4.9	134,698	79,176	3,430	Low
M3	2,016	Asia	Grey	Electric	Manual	1.9	72,072	104,511	7,567	High
X3	2,012	North America	Grey	Petrol	Manual	1.7	104,258	40,835	558	Low
5 Series	2,015	Europe	Black	Hybrid	Manual	1.7	64,796	82,806	7,853	High
7 Series	2,014	Middle East	Black	Petrol	Automatic	3	197,121	62,017	954	Low
3 Series	2,014	South America	Silver	Petrol	Manual	1.8	96,593	105,410	8,225	High
X3	2,020	North America	Silver	Hybrid	Manual	4.1	162,365	54,833	3,828	Low
X3	2,014	South America	Silver	Electric	Automatic	4.6	52,278	107,148	4,458	Low
M5	2,010	Europe	Blue	Petrol	Manual	2.4	127,516	40,971	3,197	Low
i3	2,010	Africa	White	Petrol	Manual	3.7	190,724	87,678	1,421	Low
i8	2,012	Asia	Black	Petrol	Automatic	1.6	157,047	85,990	830	Low
X5	2,023	Asia	Grey	Petrol	Manual	2.9	80,621	49,549	5,469	Low
3 Series	2,021	Asia	Black	Electric	Automatic	2.5	83,905	62,519	8,643	High
X3	2,019	Middle East	Blue	Hybrid	Automatic	2.3	25,126	62,466	3,128	Low
X5	2,013	Africa	Black	Hybrid	Manual	3.8	66,710	73,421	8,547	High
i8	2,014	Europe	White	Diesel	Automatic	2	76,027	61,048	2,977	Low
i8	2,011	Africa	Silver	Hybrid	Automatic	4.5	137,713	38,810	2,057	Low
X5	2,017	Asia	Silver	Hybrid	Manual	3.8	128,783	59,307	5,146	Low
i3	2,020	North America	Blue	Petrol	Automatic	4	185,749	84,077	1,786	Low
X5	2,020	South America	Silver	Electric	Manual	4.8	156,572	99,083	7,268	High
X3	2,023	South America	White	Hybrid	Manual	4.8	51,955	38,182	7,147	High
i8	2,011	Middle East	Grey	Petrol	Automatic	3.4	156,811	59,937	9,291	High
i8	2,018	North America	Red	Petrol	Manual	3.2	145,420	102,451	8,918	High
M5	2,011	Europe	Black	Electric	Manual	2.7	13,191	54,455	8,070	High
7 Series	2,022	North America	Black	Hybrid	Automatic	4	81,517	50,641	3,316	Low
5 Series	2,018	Europe	Black	Hybrid	Manual	3.4	168,087	52,940	3,155	Low
X6	2,016	South America	White	Electric	Manual	4.8	50,980	31,258	3,001	Low

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