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
X6	2,018	Asia	Grey	Electric	Manual	2.6	190,783	59,644	2,150	Low
M5	2,019	Asia	Silver	Diesel	Manual	2.2	54,322	81,565	1,847	Low
X1	2,023	Middle East	Red	Diesel	Automatic	1.9	95,598	43,213	3,950	Low
3 Series	2,018	North America	Grey	Petrol	Automatic	2.8	106,259	73,164	952	Low
M5	2,024	North America	Red	Electric	Automatic	3.4	77,196	110,736	5,858	Low
i8	2,016	Asia	Silver	Diesel	Manual	1.8	68,526	80,491	7,284	High
X1	2,013	South America	Blue	Electric	Automatic	3.6	43,988	48,462	2,411	Low
M3	2,014	Europe	Silver	Hybrid	Manual	5	22,756	51,661	1,444	Low
X5	2,010	Africa	Red	Diesel	Automatic	4.9	193,945	50,045	241	Low
X3	2,023	Africa	Red	Diesel	Automatic	4.4	107,744	113,606	734	Low
5 Series	2,010	Africa	Blue	Hybrid	Automatic	2.4	164,245	100,115	999	Low
M3	2,012	Africa	Black	Hybrid	Manual	1.6	44,346	65,296	7,825	High
X6	2,022	Europe	White	Electric	Manual	4.4	111,818	115,531	614	Low
i8	2,023	Europe	Grey	Petrol	Manual	1.7	113,550	59,944	8,332	High
i3	2,017	Africa	Red	Petrol	Manual	2.2	182,956	56,911	827	Low
i8	2,023	Africa	Black	Petrol	Manual	3.4	38,190	99,608	7,440	High
M5	2,011	Asia	Blue	Diesel	Manual	2.1	147,025	74,535	3,629	Low
X3	2,013	Africa	Grey	Electric	Automatic	4.4	62,494	91,123	2,173	Low
X1	2,011	Asia	Red	Electric	Automatic	4.2	45,934	47,037	1,048	Low
X1	2,023	Middle East	Silver	Hybrid	Automatic	4.1	153,953	116,980	3,926	Low
5 Series	2,014	Middle East	Grey	Petrol	Manual	4.4	99,740	80,377	2,477	Low
M3	2,018	South America	White	Petrol	Automatic	2.3	70,696	39,991	4,144	Low
7 Series	2,010	North America	Red	Hybrid	Manual	4.1	12,496	39,932	3,755	Low
X3	2,014	Middle East	Red	Petrol	Manual	2.7	114,961	37,352	7,058	High
i8	2,023	South America	Grey	Petrol	Manual	3.8	45,065	37,855	6,143	Low
i3	2,024	Asia	Blue	Petrol	Automatic	1.9	185,096	94,513	1,758	Low
X5	2,018	Asia	Silver	Hybrid	Automatic	4	106,419	67,429	1,144	Low
i8	2,024	Asia	Red	Hybrid	Automatic	4.9	30,067	109,076	2,244	Low
3 Series	2,010	Africa	Blue	Diesel	Manual	1.7	182,041	115,046	3,734	Low
X1	2,018	Africa	Blue	Diesel	Automatic	1.8	150,776	110,745	7,200	High
5 Series	2,017	Asia	Black	Hybrid	Automatic	1.9	112,212	66,909	862	Low
3 Series	2,013	North America	White	Diesel	Automatic	3	177,180	87,941	9,408	High
X6	2,021	South America	Red	Petrol	Automatic	2.5	64,531	92,235	4,250	Low
M3	2,020	Europe	Grey	Diesel	Manual	4.3	190,792	40,872	162	Low
X3	2,019	Middle East	Black	Diesel	Automatic	3.2	133,571	40,250	7,661	High
X6	2,014	South America	Silver	Diesel	Manual	3.2	195,726	51,156	5,648	Low
X3	2,022	Asia	Silver	Electric	Automatic	4	166,067	40,518	949	Low
M5	2,014	Europe	Grey	Electric	Manual	2.8	178,390	105,619	3,037	Low
M5	2,020	North America	Grey	Hybrid	Automatic	2.7	87,657	57,594	886	Low
X6	2,021	North America	White	Hybrid	Manual	4.1	65,897	98,902	232	Low
M3	2,015	Middle East	White	Electric	Automatic	4.2	182,607	46,598	2,791	Low
i8	2,016	Middle East	Silver	Diesel	Automatic	1.6	96,384	44,294	9,434	High
X6	2,017	Asia	Red	Petrol	Automatic	2	23,954	114,536	967	Low
M5	2,024	Europe	Red	Diesel	Manual	2.2	123,289	99,965	8,472	High
X5	2,023	Asia	Silver	Diesel	Automatic	2.7	21,818	53,776	1,445	Low
M3	2,017	Asia	Grey	Petrol	Automatic	2.5	133,339	106,659	4,716	Low
M3	2,020	North America	Blue	Petrol	Automatic	3.8	54,247	88,640	1,580	Low
i3	2,023	Asia	Silver	Electric	Automatic	4.4	197,104	35,496	7,308	High
5 Series	2,022	South America	White	Diesel	Manual	2.2	162,685	73,078	4,688	Low
i8	2,011	North America	Black	Petrol	Automatic	3.5	55,483	115,744	763	Low
X6	2,018	Asia	Black	Hybrid	Manual	2.8	109,218	35,981	6,572	Low
3 Series	2,016	North America	Silver	Petrol	Automatic	3.3	75,115	111,776	6,971	Low
i8	2,013	South America	Grey	Hybrid	Manual	3.7	63,911	42,187	7,114	High
5 Series	2,013	Africa	Red	Electric	Manual	4.6	159,636	62,002	9,853	High
3 Series	2,020	Africa	Grey	Petrol	Automatic	2.2	177,326	80,018	9,875	High
7 Series	2,017	Europe	Grey	Petrol	Automatic	1.8	160,615	30,149	6,436	Low
i3	2,013	South America	Blue	Hybrid	Manual	3.7	144,140	105,413	8,228	High
X5	2,022	Africa	Red	Hybrid	Manual	2.9	35,125	80,523	5,648	Low
X5	2,024	Middle East	Red	Diesel	Automatic	2.1	141,214	43,140	2,300	Low
i8	2,015	South America	Silver	Hybrid	Manual	1.9	21,078	116,468	4,103	Low
i8	2,014	South America	White	Diesel	Manual	3.5	138,400	35,552	9,594	High
M3	2,012	Middle East	Grey	Petrol	Manual	2.6	67,769	46,260	3,134	Low
M3	2,022	Europe	Silver	Petrol	Automatic	5	14,828	74,162	5,557	Low
X1	2,023	Asia	White	Diesel	Automatic	2.9	189,477	52,024	2,741	Low
i8	2,019	Asia	Grey	Diesel	Manual	2.2	41,711	81,871	8,466	High
7 Series	2,020	Middle East	White	Petrol	Manual	3.7	64,299	94,502	2,240	Low
7 Series	2,011	Asia	White	Petrol	Manual	2.4	13,301	42,434	8,121	High
X3	2,018	North America	Red	Electric	Automatic	3.2	129,859	106,508	7,911	High
7 Series	2,019	North America	Grey	Electric	Manual	3.2	108,063	109,430	6,382	Low
X3	2,018	Europe	Grey	Diesel	Manual	3.1	94,082	69,772	2,538	Low
X6	2,010	South America	Black	Petrol	Automatic	4.3	43,745	105,789	6,761	Low
i8	2,019	Europe	Black	Petrol	Automatic	2.3	63,081	95,552	8,940	High
M3	2,012	Middle East	Silver	Diesel	Manual	4.7	187,450	59,414	5,619	Low
X5	2,017	North America	Silver	Diesel	Manual	4.3	148,363	119,227	5,366	Low
M5	2,015	Africa	Silver	Diesel	Automatic	2.7	19,043	100,072	6,667	Low
X1	2,014	Europe	Grey	Diesel	Automatic	2.1	142,509	78,858	4,444	Low
5 Series	2,014	Africa	Blue	Hybrid	Manual	2.5	47,007	91,576	9,194	High
X1	2,015	South America	Grey	Petrol	Manual	2.7	122,782	95,520	6,424	Low
3 Series	2,024	South America	Grey	Hybrid	Automatic	3.4	70,284	78,578	9,926	High
5 Series	2,016	Asia	Red	Petrol	Manual	1.7	159,024	64,767	9,499	High
i8	2,010	Europe	White	Hybrid	Automatic	4.7	49,109	107,173	2,985	Low
i3	2,018	Europe	Silver	Hybrid	Automatic	1.8	90,458	105,424	9,512	High
5 Series	2,012	South America	Grey	Diesel	Manual	2.5	56,054	62,418	1,263	Low
5 Series	2,013	Africa	Black	Petrol	Automatic	1.9	5,188	48,702	7,338	High
M5	2,019	Europe	Black	Hybrid	Manual	2.4	106,985	40,532	6,712	Low
M5	2,010	South America	Blue	Electric	Automatic	4.4	1,513	35,391	5,941	Low
M3	2,022	Africa	Blue	Hybrid	Manual	3.7	57,919	31,839	4,451	Low
X6	2,020	Africa	Black	Hybrid	Automatic	2.3	173,209	113,588	1,245	Low
5 Series	2,019	Africa	Black	Electric	Manual	4.6	155,346	98,839	2,801	Low
7 Series	2,012	Europe	Red	Hybrid	Manual	4.3	98,805	112,959	8,935	High
5 Series	2,011	Asia	Blue	Petrol	Manual	4.1	171,926	109,536	3,132	Low
X5	2,011	Asia	Grey	Electric	Automatic	4.5	135,403	34,218	2,586	Low
X5	2,023	Asia	White	Petrol	Manual	3.7	13,531	92,604	2,526	Low
i8	2,010	Middle East	Black	Hybrid	Automatic	3.3	6,337	119,046	9,202	High
3 Series	2,017	South America	Grey	Diesel	Automatic	2.8	67,842	63,859	9,986	High
X1	2,012	Middle East	Blue	Hybrid	Manual	2.3	29,166	92,066	4,705	Low
3 Series	2,012	Asia	Silver	Electric	Manual	3.5	146,380	44,807	296	Low
i3	2,015	Middle East	Black	Hybrid	Automatic	4.6	152,724	77,150	7,945	High
3 Series	2,022	North America	White	Petrol	Automatic	3.6	33,197	36,961	7,644	High
X5	2,017	Africa	Silver	Diesel	Manual	4.7	30,060	115,084	6,055	Low

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