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	2,024	Africa	Grey	Hybrid	Automatic	2.4	77,851	33,949	6,443	Low
7 Series	2,011	Middle East	Silver	Hybrid	Manual	2.9	28,464	117,853	6,523	Low
X3	2,023	Africa	Black	Diesel	Automatic	2.5	184,105	58,801	6,155	Low
X6	2,012	North America	Grey	Electric	Manual	3.8	77,070	42,464	1,092	Low
3 Series	2,021	Africa	White	Diesel	Manual	1.9	30,995	108,942	9,128	High
3 Series	2,018	Europe	White	Hybrid	Automatic	3.2	198,047	65,070	6,729	Low
X6	2,021	Europe	White	Electric	Automatic	2.7	69,078	92,212	3,468	Low
5 Series	2,016	Middle East	Red	Petrol	Manual	4.6	118,327	43,275	2,579	Low
X6	2,018	North America	Silver	Hybrid	Automatic	1.8	175,559	50,839	5,190	Low
X5	2,022	Africa	Grey	Hybrid	Manual	4.4	100,660	48,736	5,391	Low
M3	2,011	Asia	Grey	Hybrid	Manual	2.1	136,618	115,541	3,257	Low
X1	2,014	North America	Grey	Hybrid	Manual	1.8	199,505	40,834	8,721	High
X6	2,022	North America	Grey	Electric	Manual	2.2	95,331	34,913	7,335	High
3 Series	2,013	South America	Blue	Electric	Automatic	1.9	118,642	52,874	886	Low
M5	2,024	North America	Black	Petrol	Automatic	3.3	147,542	86,439	3,722	Low
X3	2,011	Africa	Silver	Hybrid	Manual	5	68,885	51,330	6,418	Low
3 Series	2,018	South America	Black	Hybrid	Automatic	1.6	163,731	114,483	209	Low
X5	2,018	Africa	Silver	Diesel	Manual	3.1	166,882	68,851	6,960	Low
7 Series	2,015	Asia	Silver	Electric	Manual	2.9	99,791	117,502	2,962	Low
i8	2,020	North America	White	Diesel	Automatic	2.7	135,090	71,117	8,626	High
3 Series	2,015	Africa	Blue	Diesel	Automatic	2.7	169,001	80,292	9,651	High
X5	2,017	Asia	Silver	Hybrid	Manual	4.6	24,371	83,491	6,666	Low
X1	2,015	Europe	Black	Petrol	Manual	1.6	145,996	44,592	9,633	High
i3	2,010	North America	Blue	Petrol	Automatic	4.2	72,158	101,008	6,863	Low
7 Series	2,013	Europe	Blue	Hybrid	Manual	2.4	47,085	37,879	2,017	Low
i8	2,022	Africa	Silver	Hybrid	Manual	2.8	117,231	97,733	2,282	Low
i8	2,016	Africa	White	Hybrid	Manual	3	63,257	84,852	5,412	Low
3 Series	2,022	Asia	Blue	Diesel	Manual	2.6	151,767	96,847	1,452	Low
X3	2,022	Asia	Silver	Electric	Manual	1.8	160,731	30,948	5,931	Low
X1	2,011	Asia	Red	Electric	Automatic	1.9	104,382	86,242	410	Low
i8	2,018	North America	Silver	Diesel	Automatic	2.5	74,208	113,660	7,074	High
3 Series	2,017	Asia	Silver	Electric	Automatic	4.4	138,428	40,343	9,845	High
X3	2,017	Middle East	White	Diesel	Automatic	2	13,911	84,145	1,049	Low
X1	2,016	South America	Black	Hybrid	Automatic	4.1	156,785	33,993	5,977	Low
i3	2,013	South America	Black	Petrol	Manual	2.5	151,485	111,460	288	Low
M5	2,011	North America	White	Electric	Automatic	4.6	143,682	119,577	8,154	High
i3	2,012	Middle East	Black	Electric	Automatic	3	178,108	39,888	3,254	Low
3 Series	2,021	North America	Black	Electric	Manual	2.1	80,429	97,179	7,508	High
M3	2,015	North America	Silver	Diesel	Automatic	5	179,632	100,950	9,418	High
M5	2,021	South America	Blue	Hybrid	Automatic	2.1	122,007	61,853	3,453	Low
i8	2,021	Europe	Black	Petrol	Manual	3.5	50,221	93,533	4,444	Low
X5	2,014	Middle East	Black	Electric	Manual	3.5	139,902	47,614	2,012	Low
M5	2,021	Africa	Silver	Hybrid	Manual	2.8	61,940	86,643	4,103	Low
X6	2,017	Africa	Red	Electric	Manual	4.8	48,440	90,152	4,169	Low
5 Series	2,015	Asia	Silver	Petrol	Manual	4.5	95,303	42,004	7,417	High
7 Series	2,015	Africa	Grey	Electric	Manual	4.4	177,643	46,708	7,266	High
3 Series	2,010	Asia	White	Electric	Manual	4.9	66,445	60,048	687	Low
i8	2,013	North America	Silver	Diesel	Automatic	3.1	96,129	77,451	9,797	High
X1	2,014	North America	White	Diesel	Manual	1.8	178,309	113,719	5,003	Low
7 Series	2,021	Europe	Silver	Hybrid	Automatic	4.2	192,075	100,677	4,581	Low
M3	2,020	North America	Black	Hybrid	Manual	2.8	47,164	79,096	7,375	High
X6	2,012	South America	Black	Petrol	Manual	2.2	100,003	47,003	6,787	Low
i8	2,022	North America	Red	Petrol	Automatic	3.2	36,185	109,648	9,560	High
X3	2,018	Europe	Grey	Petrol	Manual	4.7	8,156	104,857	4,183	Low
i8	2,010	Middle East	Grey	Electric	Automatic	2.1	116,163	56,042	5,092	Low
i8	2,015	North America	White	Diesel	Automatic	4.5	171,037	47,772	7,207	High
5 Series	2,015	Asia	White	Diesel	Manual	3	18,299	81,636	1,417	Low
X3	2,019	South America	White	Electric	Automatic	2	141,555	90,164	8,423	High
M5	2,014	South America	Silver	Electric	Automatic	4.5	46,863	38,651	2,988	Low
X1	2,021	North America	Black	Hybrid	Manual	4.9	121,151	49,178	9,909	High
X6	2,024	Europe	Black	Electric	Manual	2.5	8,823	85,269	3,212	Low
X1	2,014	Africa	White	Hybrid	Manual	2.6	153,439	90,785	3,731	Low
X6	2,019	Europe	Grey	Diesel	Automatic	2.9	140,706	82,994	6,638	Low
3 Series	2,023	Europe	Blue	Electric	Manual	4.3	69,607	47,001	9,568	High
i3	2,022	Asia	White	Hybrid	Manual	1.5	10,263	30,996	1,843	Low
i8	2,014	Middle East	Red	Electric	Automatic	2.3	33,388	76,517	747	Low
X6	2,015	North America	Blue	Electric	Automatic	4	94,822	81,568	2,806	Low
M5	2,017	Europe	Silver	Hybrid	Automatic	2.9	104,836	84,598	8,158	High
X6	2,011	Africa	Grey	Diesel	Automatic	2.7	15,757	78,494	3,452	Low
5 Series	2,015	Middle East	Silver	Electric	Automatic	4.6	161,572	104,954	9,414	High
X6	2,010	Middle East	Silver	Petrol	Manual	4.7	105,827	87,920	8,869	High
7 Series	2,013	North America	Silver	Hybrid	Manual	4.8	77,904	63,430	3,085	Low
M5	2,023	Africa	Grey	Hybrid	Automatic	2.5	120,211	38,685	5,319	Low
M3	2,019	Middle East	White	Hybrid	Manual	4.7	16,192	95,715	2,287	Low
X5	2,012	Africa	Black	Electric	Manual	4.1	35,471	32,183	4,062	Low
3 Series	2,018	Africa	Red	Electric	Manual	2	874	75,132	7,907	High
X6	2,012	South America	Grey	Electric	Automatic	3.6	70,230	38,877	812	Low
X3	2,024	South America	Blue	Hybrid	Manual	1.6	72,842	91,417	5,514	Low
i8	2,015	Asia	Red	Petrol	Manual	4	78,915	101,308	7,747	High
M3	2,010	North America	Black	Hybrid	Automatic	4.1	51,567	97,607	2,839	Low
X3	2,021	South America	Blue	Diesel	Automatic	4.3	163,166	66,042	256	Low
5 Series	2,015	Africa	Black	Petrol	Manual	2.1	23,326	62,863	3,853	Low
i3	2,013	Africa	White	Diesel	Manual	3.7	1,228	90,418	4,335	Low
7 Series	2,017	South America	Black	Hybrid	Manual	2.1	83,436	88,918	4,738	Low
i8	2,022	Africa	White	Electric	Automatic	4.8	98,786	62,658	4,102	Low
i3	2,020	Europe	Black	Petrol	Manual	3.9	133,692	45,852	4,949	Low
i3	2,018	South America	Blue	Petrol	Manual	1.8	117,128	82,869	4,128	Low
M5	2,013	Asia	White	Petrol	Automatic	2.2	88,881	113,613	3,801	Low
M3	2,019	Africa	White	Petrol	Manual	3.8	176,785	108,966	2,133	Low
3 Series	2,021	North America	Grey	Electric	Automatic	3.2	114,172	75,974	502	Low
5 Series	2,019	Middle East	White	Electric	Automatic	4.1	157,180	114,407	8,989	High
3 Series	2,015	South America	Grey	Electric	Automatic	2.5	127,838	47,011	8,512	High
M5	2,010	Asia	Silver	Diesel	Automatic	3.8	13,044	91,316	256	Low
X5	2,013	North America	Grey	Diesel	Automatic	2.1	95,406	90,714	3,073	Low
7 Series	2,016	Asia	Blue	Hybrid	Automatic	3.4	143,046	34,574	8,248	High
M3	2,021	Europe	Silver	Electric	Manual	4.9	157,384	62,699	5,019	Low
X3	2,024	Asia	Silver	Hybrid	Automatic	3.7	17,018	39,177	7,960	High
M5	2,010	Asia	White	Electric	Automatic	1.7	121,295	117,437	9,212	High
3 Series	2,017	Europe	Blue	Electric	Automatic	5	163,617	105,425	1,451	Low
i8	2,021	North America	White	Petrol	Automatic	2	43,487	69,210	1,653	Low

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