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
X1	2,024	South America	White	Hybrid	Automatic	2.1	148,308	43,731	7,842	High
X1	2,017	South America	Silver	Hybrid	Manual	3.1	53,949	67,263	3,939	Low
5 Series	2,012	Middle East	Black	Diesel	Automatic	2	1,463	82,480	1,303	Low
X1	2,017	South America	Grey	Diesel	Manual	3.6	38,382	97,015	2,143	Low
X6	2,013	Asia	Black	Diesel	Manual	2.3	79,268	96,031	4,570	Low
X3	2,013	Africa	Grey	Petrol	Automatic	3.6	121,527	67,553	1,697	Low
i8	2,021	Africa	Silver	Petrol	Manual	4.8	81,958	48,689	6,148	Low
M5	2,016	Middle East	Grey	Diesel	Manual	4.7	187,902	72,155	135	Low
7 Series	2,014	North America	White	Electric	Manual	2.2	55,262	68,089	122	Low
5 Series	2,013	Asia	Black	Petrol	Automatic	1.8	180,941	52,058	951	Low
M3	2,016	North America	Silver	Petrol	Automatic	1.6	92,376	40,834	3,649	Low
i8	2,021	Africa	Grey	Petrol	Manual	4.4	21,825	44,490	1,895	Low
X6	2,012	Asia	Silver	Diesel	Automatic	2.4	118,626	49,875	5,579	Low
5 Series	2,024	South America	Red	Diesel	Automatic	2.5	94,831	76,825	3,844	Low
i3	2,018	Middle East	Black	Diesel	Automatic	2.3	199,561	61,668	8,470	High
X5	2,023	South America	Blue	Hybrid	Manual	4.4	92,775	74,231	1,462	Low
i3	2,022	South America	Black	Hybrid	Manual	4.9	77,317	68,729	6,584	Low
X1	2,014	Africa	Black	Diesel	Automatic	4.1	146,281	119,988	9,502	High
X3	2,021	North America	Blue	Hybrid	Manual	4.4	54,349	105,290	4,067	Low
i3	2,012	Africa	Black	Electric	Automatic	3.7	110,962	38,367	5,628	Low
3 Series	2,011	Asia	Red	Hybrid	Automatic	3.4	152,533	52,665	4,397	Low
X6	2,016	Europe	Silver	Hybrid	Manual	4	124,323	80,145	8,688	High
M5	2,021	Middle East	Black	Electric	Automatic	1.6	41,277	117,904	8,618	High
M3	2,016	Europe	Grey	Diesel	Manual	1.7	18,283	85,109	128	Low
X5	2,021	Europe	Grey	Petrol	Manual	3.9	91,761	92,915	8,763	High
M3	2,022	South America	Grey	Diesel	Manual	2.7	44,694	32,603	6,255	Low
X1	2,014	Africa	Black	Electric	Manual	3.2	97,615	69,184	6,595	Low
5 Series	2,013	South America	Blue	Hybrid	Manual	4.2	35,416	66,806	8,164	High
X6	2,022	Middle East	White	Electric	Automatic	3.5	24,170	94,821	1,677	Low
M3	2,020	Africa	Black	Petrol	Automatic	4.3	121,298	104,719	4,675	Low
M5	2,011	Asia	Red	Petrol	Manual	3	80,553	44,605	5,892	Low
X5	2,011	Middle East	Silver	Diesel	Manual	2.5	149,183	78,668	9,414	High
i3	2,016	Asia	White	Diesel	Automatic	2.3	126,616	98,042	7,139	High
M3	2,019	Africa	Grey	Hybrid	Automatic	2	188,254	98,790	2,563	Low
3 Series	2,016	Asia	White	Diesel	Manual	1.6	3,450	42,130	9,084	High
X1	2,013	North America	Red	Diesel	Manual	1.7	16,784	33,827	5,161	Low
X1	2,023	Europe	Grey	Petrol	Manual	2.4	89,177	89,336	7,258	High
7 Series	2,013	North America	Red	Hybrid	Manual	2.5	103,941	42,023	9,316	High
i8	2,013	North America	Silver	Diesel	Automatic	2.8	66,954	94,313	916	Low
X3	2,020	North America	Blue	Diesel	Automatic	3.6	100,684	62,478	7,951	High
X5	2,011	South America	Grey	Electric	Manual	4.2	56,335	64,264	8,104	High
M5	2,022	Europe	Grey	Diesel	Automatic	2.2	119,637	46,508	3,336	Low
5 Series	2,022	Africa	Silver	Hybrid	Automatic	4.2	29,539	77,435	6,341	Low
X5	2,018	South America	Silver	Petrol	Automatic	2	109,023	44,512	1,560	Low
X5	2,010	Africa	Blue	Petrol	Manual	5	36,418	78,409	5,105	Low
X5	2,024	Asia	Black	Diesel	Manual	2.5	26,010	50,248	3,024	Low
M3	2,017	Middle East	Grey	Electric	Manual	4.4	2,127	71,822	7,861	High
i3	2,015	Africa	Black	Diesel	Manual	2.2	57,333	62,394	1,530	Low
M3	2,024	Africa	White	Electric	Manual	4.8	31,714	60,593	1,685	Low
X1	2,022	Middle East	Blue	Diesel	Automatic	4.4	168,705	100,216	598	Low
7 Series	2,019	North America	Black	Petrol	Manual	2.8	119,761	95,975	5,433	Low
i3	2,016	Asia	Grey	Diesel	Automatic	3	174,616	87,214	5,501	Low
M5	2,021	Africa	Black	Petrol	Manual	1.5	118,179	99,330	5,426	Low
X6	2,014	Africa	White	Electric	Manual	2.4	99,538	51,896	6,109	Low
M5	2,015	Asia	Grey	Petrol	Manual	2.5	48,742	60,051	6,304	Low
X3	2,015	Africa	Red	Hybrid	Manual	3.1	97,876	65,598	8,994	High
M3	2,022	Middle East	Grey	Electric	Manual	2	23,845	97,036	7,487	High
X3	2,018	Asia	Silver	Electric	Manual	3.2	84,135	88,161	8,314	High
i8	2,019	South America	Blue	Hybrid	Automatic	3.8	151,051	101,922	5,494	Low
7 Series	2,022	Europe	Silver	Electric	Manual	2.8	133,276	108,336	9,196	High
X1	2,013	Africa	Black	Petrol	Automatic	2.3	182,392	78,027	935	Low
M5	2,021	Europe	Silver	Diesel	Automatic	3.4	61,084	90,470	5,388	Low
7 Series	2,020	Middle East	Black	Petrol	Manual	1.6	147,039	82,132	5,138	Low
7 Series	2,021	Africa	Silver	Hybrid	Automatic	2.7	17,188	48,785	8,298	High
5 Series	2,022	Africa	Black	Diesel	Manual	3.3	37,102	118,459	7,290	High
5 Series	2,014	South America	Blue	Electric	Manual	2.7	21,326	52,411	9,738	High
M3	2,013	Africa	Black	Diesel	Automatic	2.7	131,289	75,425	2,137	Low
X5	2,010	Africa	White	Petrol	Manual	4.5	124,093	117,921	8,679	High
X5	2,019	North America	Black	Diesel	Automatic	4.8	28,444	119,357	9,618	High
X6	2,015	South America	Blue	Diesel	Manual	4.4	110,275	74,682	4,567	Low
X5	2,014	North America	Grey	Hybrid	Manual	1.8	93,793	87,769	4,400	Low
X1	2,013	Europe	Red	Hybrid	Manual	2.5	175,970	51,735	1,703	Low
X5	2,015	North America	Red	Diesel	Automatic	4	195,069	113,058	6,861	Low
i3	2,021	Europe	Grey	Electric	Automatic	4.9	89,441	57,307	7,708	High
X6	2,014	Europe	Silver	Hybrid	Manual	2.3	104,423	84,057	1,477	Low
M5	2,012	Africa	Blue	Electric	Automatic	4.6	182,749	49,042	3,476	Low
X5	2,011	South America	Blue	Petrol	Manual	4.1	59,332	43,313	3,537	Low
X3	2,022	Europe	Blue	Electric	Automatic	4.9	19,891	81,984	1,578	Low
X1	2,015	Middle East	Red	Petrol	Manual	1.8	151,049	97,623	3,314	Low
i3	2,013	Asia	Grey	Petrol	Manual	2.9	60,706	93,891	1,907	Low
3 Series	2,020	Middle East	Black	Petrol	Automatic	3.2	113,391	35,011	4,062	Low
i3	2,024	Europe	Black	Petrol	Automatic	3.9	99,902	86,062	362	Low
M5	2,022	Asia	White	Diesel	Automatic	3.8	187,830	49,947	547	Low
X3	2,019	Europe	Silver	Hybrid	Manual	4.7	56,620	93,157	9,640	High
X1	2,012	Asia	Blue	Diesel	Automatic	4.4	106,560	113,260	2,591	Low
i8	2,023	South America	Blue	Petrol	Manual	1.7	168,247	51,324	845	Low
7 Series	2,017	Africa	Grey	Diesel	Automatic	3.2	143,352	73,373	7,376	High
X1	2,021	Africa	Black	Hybrid	Manual	2.9	39,395	94,395	5,426	Low
i8	2,018	Middle East	Red	Hybrid	Manual	5	66,099	81,482	6,000	Low
M3	2,024	Europe	Blue	Electric	Manual	3	49,212	93,492	744	Low
X1	2,016	North America	Silver	Petrol	Manual	3.9	181,876	54,874	2,233	Low
i8	2,011	Africa	Grey	Petrol	Manual	2.5	142,813	65,178	3,269	Low
7 Series	2,017	South America	Red	Electric	Automatic	3.7	23,330	112,823	8,754	High
M3	2,020	Europe	Blue	Petrol	Manual	2.2	122,380	104,543	5,328	Low
5 Series	2,022	Europe	Black	Petrol	Automatic	3.6	155,314	45,871	1,321	Low
M3	2,022	South America	Blue	Petrol	Automatic	4.5	104,320	90,227	3,626	Low
X6	2,020	South America	Silver	Hybrid	Manual	1.6	80,460	45,998	6,512	Low
7 Series	2,014	North America	Black	Diesel	Manual	3.3	32,801	71,358	3,934	Low
5 Series	2,024	South America	Blue	Hybrid	Automatic	4.9	37,482	92,894	3,089	Low
M5	2,024	Middle East	Blue	Hybrid	Automatic	2.1	193,871	66,082	4,744	Low

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