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
M3	2,011	North America	Black	Hybrid	Automatic	2.7	167,885	73,319	7,382	High
X6	2,010	South America	Grey	Diesel	Manual	3.3	134,198	59,311	4,933	Low
5 Series	2,011	Europe	Grey	Petrol	Automatic	4.3	23,067	58,942	4,725	Low
i3	2,024	North America	Grey	Hybrid	Automatic	4.2	85,539	112,506	694	Low
X3	2,022	North America	Red	Hybrid	Automatic	2.7	116,870	34,288	6,722	Low
M3	2,014	North America	Black	Hybrid	Automatic	2.6	95,153	42,370	2,675	Low
M3	2,018	South America	White	Diesel	Automatic	3.8	75,240	100,921	9,600	High
i3	2,018	North America	Grey	Electric	Manual	4.8	29,758	66,679	4,684	Low
i8	2,011	Asia	Blue	Diesel	Manual	3	141,628	98,051	3,439	Low
5 Series	2,011	South America	Silver	Hybrid	Manual	2.7	24,520	72,696	1,651	Low
M5	2,012	South America	Silver	Electric	Manual	4.6	82,977	43,062	717	Low
5 Series	2,016	Asia	White	Electric	Automatic	3.9	44,503	49,257	1,583	Low
3 Series	2,020	South America	White	Petrol	Automatic	2.9	157,942	97,467	954	Low
3 Series	2,012	Africa	White	Diesel	Manual	1.7	11,728	109,590	9,539	High
X3	2,010	Middle East	White	Electric	Automatic	4	152,508	107,032	2,681	Low
M5	2,023	Europe	Silver	Petrol	Automatic	2.7	36,126	56,815	6,867	Low
X5	2,023	Africa	White	Electric	Automatic	1.7	34,174	31,113	2,278	Low
7 Series	2,023	South America	Blue	Electric	Automatic	3.6	13,710	83,415	3,894	Low
i3	2,015	Africa	Silver	Diesel	Automatic	2.6	123,051	39,417	4,503	Low
7 Series	2,012	Europe	Silver	Diesel	Automatic	2.7	131,726	95,496	8,103	High
i3	2,010	South America	Black	Petrol	Manual	3.2	197,328	71,565	767	Low
X6	2,023	South America	Blue	Electric	Automatic	4	150,551	64,175	7,786	High
X6	2,022	Europe	Red	Petrol	Manual	2.5	90,956	115,225	6,338	Low
i3	2,013	Asia	Blue	Hybrid	Manual	1.8	65,577	111,341	1,181	Low
X5	2,022	North America	Silver	Hybrid	Automatic	3	70,590	78,491	8,951	High
M3	2,010	Asia	Silver	Petrol	Automatic	1.7	166,036	82,067	5,245	Low
3 Series	2,010	South America	Black	Hybrid	Manual	3.9	96,920	117,155	1,737	Low
i8	2,021	Europe	White	Hybrid	Automatic	4.9	192,786	86,308	1,716	Low
i8	2,011	South America	Blue	Petrol	Automatic	3.8	32,879	57,281	1,990	Low
i8	2,019	Europe	Grey	Diesel	Automatic	2.5	174,338	93,517	4,461	Low
M3	2,017	Asia	Red	Hybrid	Manual	2.1	89,084	40,552	2,715	Low
3 Series	2,011	Middle East	Silver	Electric	Manual	2.3	21,624	48,962	3,705	Low
5 Series	2,020	Asia	Black	Electric	Manual	2.3	91,313	115,195	1,272	Low
M5	2,011	Middle East	Blue	Diesel	Automatic	2.6	163,230	59,571	5,954	Low
X3	2,024	South America	Blue	Hybrid	Manual	1.8	113,158	56,647	8,757	High
M5	2,020	Asia	Red	Hybrid	Automatic	4.6	62,563	70,006	9,520	High
i8	2,020	Europe	Blue	Diesel	Automatic	4.6	136,898	118,047	2,160	Low
X3	2,019	Middle East	Blue	Petrol	Manual	3.7	112,827	73,600	8,326	High
7 Series	2,019	North America	Grey	Hybrid	Manual	1.7	91,913	117,342	4,702	Low
7 Series	2,017	Asia	Black	Electric	Manual	4.3	114,038	40,726	3,557	Low
M3	2,021	Africa	Silver	Electric	Automatic	1.7	72,026	118,433	2,595	Low
M3	2,015	Middle East	Blue	Hybrid	Manual	1.9	12,101	34,375	1,423	Low
7 Series	2,021	Africa	White	Electric	Automatic	2.6	13,651	44,233	9,829	High
X3	2,020	South America	Red	Petrol	Manual	3	85,141	88,091	6,677	Low
X3	2,013	South America	Red	Petrol	Automatic	2.7	50,683	72,078	5,984	Low
X3	2,012	Asia	Silver	Electric	Manual	2.1	65,521	111,170	9,597	High
5 Series	2,010	Africa	White	Electric	Automatic	1.9	134,937	80,077	2,397	Low
i8	2,020	Africa	Black	Electric	Manual	4.5	140,776	110,438	9,452	High
3 Series	2,012	North America	Blue	Hybrid	Automatic	2.8	65,600	95,518	6,087	Low
M3	2,021	Europe	Blue	Electric	Automatic	2.3	118,499	98,181	3,057	Low
M5	2,023	Asia	Grey	Petrol	Automatic	3.2	159,124	114,161	679	Low
i8	2,018	Europe	Silver	Diesel	Manual	1.6	175,437	49,071	1,275	Low
7 Series	2,014	North America	Silver	Diesel	Manual	3.6	137,362	114,576	7,417	High
M5	2,022	Africa	Black	Petrol	Manual	2.4	62,856	84,426	7,582	High
3 Series	2,015	Africa	Silver	Electric	Manual	3.6	82,728	54,376	7,640	High
X6	2,014	Asia	Blue	Hybrid	Automatic	3.6	23,068	98,979	3,672	Low
M3	2,010	Africa	Blue	Hybrid	Automatic	4.3	117,741	55,050	7,956	High
X3	2,019	Middle East	Red	Hybrid	Automatic	2.3	119,086	61,782	4,703	Low
M3	2,010	Middle East	Blue	Electric	Manual	3.1	104,385	83,391	1,158	Low
M5	2,013	Africa	Grey	Diesel	Automatic	4.9	55,922	60,442	2,637	Low
M5	2,024	Asia	Red	Diesel	Automatic	4	51,422	57,612	6,685	Low
5 Series	2,012	Africa	Silver	Diesel	Automatic	4.9	111,993	63,709	5,003	Low
M5	2,020	Middle East	Grey	Electric	Automatic	4.7	13,982	95,743	811	Low
7 Series	2,017	North America	Red	Petrol	Manual	3.6	171,021	41,802	7,525	High
X5	2,021	Europe	Red	Hybrid	Automatic	2.4	195,222	35,088	4,887	Low
X5	2,021	Africa	White	Petrol	Automatic	4.1	51,422	78,728	7,440	High
X5	2,016	Europe	Black	Electric	Automatic	3.9	154,831	54,139	9,430	High
M3	2,024	South America	White	Hybrid	Manual	3.6	66,695	65,081	4,708	Low
M3	2,020	South America	Silver	Petrol	Manual	3.9	189,312	82,137	8,476	High
X1	2,024	North America	Blue	Hybrid	Automatic	3.6	153,613	111,419	8,480	High
X3	2,016	Middle East	Red	Petrol	Manual	3.3	192,219	71,966	7,568	High
M5	2,024	Europe	Black	Electric	Manual	3	135,637	43,126	4,333	Low
5 Series	2,017	Europe	Red	Petrol	Automatic	1.7	74,220	52,731	9,800	High
i3	2,023	Europe	Grey	Hybrid	Manual	4.5	5,196	43,843	6,287	Low
5 Series	2,019	Europe	Silver	Diesel	Automatic	4.5	175,175	51,893	7,125	High
3 Series	2,016	Asia	White	Diesel	Manual	3.6	186,105	44,572	618	Low
X6	2,019	Asia	White	Hybrid	Automatic	2.4	163,766	87,603	7,607	High
X3	2,011	North America	White	Diesel	Automatic	1.6	18,610	70,413	5,275	Low
3 Series	2,013	Middle East	Red	Electric	Manual	1.5	154,246	39,503	2,891	Low
X1	2,024	Europe	Silver	Petrol	Manual	1.8	46,210	30,706	9,641	High
3 Series	2,020	Africa	Red	Electric	Automatic	2.8	145,498	112,351	9,146	High
M5	2,015	Middle East	Red	Hybrid	Automatic	2.2	66,322	31,663	3,323	Low
M5	2,012	Europe	White	Petrol	Manual	2.4	123,245	31,210	9,934	High
3 Series	2,024	Asia	Black	Petrol	Manual	3.9	188,145	77,682	4,597	Low
X5	2,012	Asia	Blue	Petrol	Manual	4.9	26,620	88,743	332	Low
3 Series	2,024	Middle East	Black	Hybrid	Automatic	2.2	184,107	75,224	5,736	Low
5 Series	2,015	Africa	Grey	Hybrid	Automatic	3.1	55,487	119,948	8,952	High
3 Series	2,010	Europe	Black	Petrol	Manual	5	176,192	119,324	7,673	High
M3	2,023	Asia	Black	Petrol	Automatic	4.8	120,723	99,644	3,616	Low
M5	2,010	Europe	Black	Petrol	Automatic	2.7	143,308	81,628	7,710	High
X5	2,014	Asia	White	Hybrid	Automatic	2.6	181,379	54,558	1,116	Low
X6	2,010	Europe	White	Electric	Automatic	2.3	179,187	68,451	6,212	Low
X5	2,019	Africa	Silver	Hybrid	Automatic	2	96,603	102,010	2,394	Low
M3	2,017	Africa	Silver	Diesel	Automatic	3.1	48,761	44,471	3,550	Low
5 Series	2,011	Europe	Grey	Hybrid	Automatic	2.7	53,566	60,571	9,253	High
M5	2,015	North America	Black	Petrol	Automatic	4.1	147,048	102,860	1,377	Low
X6	2,019	Africa	White	Electric	Manual	2.3	111,042	110,265	2,058	Low
X1	2,019	North America	White	Diesel	Automatic	4.1	184,229	40,798	6,143	Low
X1	2,014	South America	White	Petrol	Automatic	2.5	84,220	74,198	856	Low
M3	2,019	North America	Blue	Hybrid	Automatic	3.6	97,702	78,966	586	Low

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