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	2,010	North America	Black	Electric	Manual	5	11,592	69,194	885	Low
M5	2,023	Asia	Silver	Petrol	Automatic	4.6	171,644	63,655	5,369	Low
3 Series	2,017	Middle East	Silver	Petrol	Manual	3.1	48,185	36,320	3,474	Low
5 Series	2,011	Europe	Red	Electric	Manual	4.3	20,167	87,429	8,211	High
i8	2,014	South America	Black	Hybrid	Automatic	4.4	11,521	114,154	824	Low
X1	2,015	Middle East	Silver	Petrol	Automatic	2.5	28,849	58,590	7,247	High
M5	2,017	Europe	Red	Electric	Automatic	3.6	161,524	51,947	7,117	High
5 Series	2,012	North America	Blue	Electric	Automatic	4.8	62,549	91,822	9,281	High
X6	2,021	Middle East	Silver	Petrol	Manual	2.5	894	47,506	5,077	Low
X3	2,018	North America	Grey	Electric	Manual	3.8	139,374	88,944	7,741	High
i3	2,021	Europe	Silver	Diesel	Automatic	3.8	107,636	116,169	8,821	High
3 Series	2,014	Middle East	Silver	Electric	Automatic	3.1	184,285	62,361	5,029	Low
3 Series	2,017	Europe	Silver	Petrol	Automatic	3.2	117,455	66,078	3,138	Low
i8	2,013	Asia	Blue	Hybrid	Automatic	3.1	60,975	117,802	6,641	Low
i8	2,021	North America	Red	Petrol	Automatic	3.3	197,210	88,970	6,990	Low
M3	2,018	North America	Blue	Petrol	Manual	2	43,296	100,636	5,461	Low
X5	2,017	Middle East	White	Petrol	Automatic	4.3	147,397	34,815	9,807	High
M3	2,014	Asia	Silver	Electric	Manual	3.8	79,325	97,521	5,740	Low
3 Series	2,012	South America	Blue	Electric	Automatic	4.9	128,937	69,869	1,111	Low
X1	2,010	Europe	Blue	Electric	Manual	2.4	76,697	82,646	7,470	High
i8	2,024	Asia	Black	Diesel	Automatic	2	100,813	37,561	6,660	Low
X6	2,014	South America	Grey	Hybrid	Automatic	2.7	112,862	82,428	5,126	Low
7 Series	2,014	Africa	Blue	Diesel	Manual	3.3	17,338	36,589	6,846	Low
5 Series	2,013	Asia	Blue	Petrol	Manual	2.2	127,879	46,299	1,428	Low
M5	2,019	South America	Silver	Electric	Manual	3.1	167,046	49,277	5,480	Low
5 Series	2,019	North America	Silver	Electric	Automatic	3.7	158,681	68,719	7,831	High
X6	2,017	Asia	Blue	Electric	Automatic	1.7	56,724	47,280	4,791	Low
i3	2,012	Middle East	Blue	Hybrid	Automatic	4.2	193,937	68,345	1,384	Low
M5	2,021	Europe	White	Electric	Automatic	4.8	67,281	107,233	8,315	High
M5	2,019	South America	Red	Petrol	Automatic	2.4	147,968	43,962	8,014	High
7 Series	2,018	Middle East	Grey	Electric	Manual	4.2	135,386	52,737	4,019	Low
M3	2,012	Africa	Grey	Petrol	Manual	3	181,083	49,497	9,830	High
3 Series	2,013	South America	White	Electric	Manual	3.8	166,757	65,122	8,212	High
5 Series	2,015	Middle East	Grey	Petrol	Automatic	4.1	13,185	66,848	7,661	High
X6	2,018	Africa	White	Hybrid	Manual	2.5	189,717	111,468	7,673	High
M3	2,019	Africa	Silver	Petrol	Automatic	4.3	101,651	85,866	5,171	Low
X5	2,011	Africa	Red	Hybrid	Automatic	1.9	17,101	78,673	721	Low
X3	2,011	Middle East	Grey	Petrol	Manual	5	158,626	111,249	5,089	Low
3 Series	2,011	Middle East	Red	Hybrid	Automatic	2.7	158,376	65,232	489	Low
X5	2,014	South America	Black	Electric	Automatic	2.3	106,311	71,719	8,387	High
7 Series	2,015	North America	Black	Hybrid	Manual	2	176,089	98,773	7,637	High
7 Series	2,012	Europe	Silver	Electric	Automatic	4.3	62,743	58,982	5,743	Low
X3	2,012	Asia	Black	Electric	Manual	3.6	16,228	42,876	2,313	Low
i3	2,011	Africa	White	Hybrid	Manual	4.8	57,509	88,272	6,442	Low
7 Series	2,020	Europe	Red	Petrol	Automatic	3.8	43,214	74,707	3,111	Low
X6	2,015	South America	Silver	Diesel	Manual	2.7	98,548	77,259	6,897	Low
X5	2,010	North America	Red	Hybrid	Automatic	4.4	11,755	89,248	2,962	Low
M3	2,018	South America	Blue	Electric	Manual	2.5	117,107	108,637	1,810	Low
3 Series	2,024	Asia	Black	Diesel	Manual	2.5	110,434	77,160	7,462	High
5 Series	2,020	North America	Black	Petrol	Automatic	1.6	32,293	82,711	158	Low
i3	2,019	Middle East	Red	Hybrid	Automatic	2.4	90,832	82,734	8,821	High
X1	2,013	Asia	Silver	Petrol	Automatic	2.4	9,182	89,153	7,850	High
5 Series	2,023	Asia	Red	Diesel	Manual	2.5	186,049	68,925	9,063	High
X6	2,011	Africa	Blue	Hybrid	Manual	2.8	38,916	42,832	6,171	Low
i3	2,022	Middle East	Grey	Electric	Automatic	3.5	78,593	114,013	7,061	High
i3	2,021	South America	Black	Diesel	Manual	2.3	184,833	76,037	9,653	High
3 Series	2,015	Africa	Black	Diesel	Automatic	3.7	31,705	56,358	8,617	High
3 Series	2,014	Europe	Blue	Hybrid	Automatic	2	35,876	110,796	5,813	Low
X3	2,012	Middle East	Grey	Petrol	Manual	4.8	113,801	75,583	7,996	High
X1	2,022	North America	Red	Diesel	Manual	1.6	99,034	58,910	3,058	Low
X5	2,012	Middle East	Red	Diesel	Manual	4.7	161,607	52,175	2,158	Low
7 Series	2,014	Africa	Silver	Electric	Automatic	3.4	154,697	73,239	4,602	Low
X1	2,013	North America	Blue	Electric	Manual	4	36,346	109,305	6,767	Low
5 Series	2,014	North America	Red	Diesel	Manual	2.5	6,242	68,111	4,483	Low
5 Series	2,011	Middle East	Silver	Diesel	Automatic	2.1	164,887	68,301	8,529	High
i8	2,020	Africa	Black	Hybrid	Automatic	4.8	170,334	55,969	9,009	High
i8	2,010	Africa	Grey	Hybrid	Automatic	3	5,379	84,244	6,551	Low
5 Series	2,014	South America	Grey	Petrol	Automatic	3.2	87,437	38,221	6,976	Low
3 Series	2,020	Europe	Silver	Diesel	Automatic	4.9	132,963	111,496	5,566	Low
X5	2,010	Europe	Grey	Diesel	Automatic	2.7	96,025	71,744	1,738	Low
i3	2,012	Africa	White	Electric	Manual	1.9	135,027	112,155	6,674	Low
5 Series	2,017	North America	White	Electric	Automatic	3.6	118,810	98,172	7,457	High
X6	2,024	North America	Red	Petrol	Manual	3.4	135,813	108,198	8,045	High
3 Series	2,020	South America	Black	Electric	Manual	4.2	132,634	48,986	4,894	Low
i8	2,017	Asia	White	Hybrid	Automatic	4.8	156,941	68,495	657	Low
7 Series	2,018	North America	Silver	Hybrid	Automatic	2.6	195,179	42,135	1,523	Low
M3	2,010	Middle East	Black	Electric	Manual	4	168,725	39,651	2,725	Low
i3	2,013	South America	Red	Diesel	Manual	3	98,736	85,859	7,144	High
i3	2,015	South America	Red	Petrol	Automatic	4.2	199,042	84,044	9,223	High
5 Series	2,016	Middle East	Red	Hybrid	Manual	2.1	147,583	117,771	7,161	High
7 Series	2,014	Europe	Blue	Petrol	Manual	3.3	71,624	46,934	7,104	High
X6	2,022	South America	Grey	Petrol	Automatic	1.8	20,815	113,483	9,594	High
i8	2,016	North America	Red	Petrol	Automatic	3.5	49,129	62,403	7,539	High
3 Series	2,020	Middle East	Grey	Hybrid	Manual	2.1	58,032	117,306	8,378	High
5 Series	2,024	Africa	White	Petrol	Automatic	4.9	47,896	80,016	9,467	High
M3	2,019	North America	Red	Electric	Manual	3.4	12,058	53,757	7,436	High
3 Series	2,017	Europe	Black	Electric	Automatic	3.4	41,690	106,580	4,369	Low
M3	2,019	Middle East	White	Electric	Manual	4.9	181,633	117,390	4,794	Low
X3	2,015	North America	Red	Diesel	Automatic	3.2	41,493	32,809	8,845	High
3 Series	2,020	Asia	Black	Petrol	Automatic	3.9	78,401	64,650	3,716	Low
X1	2,013	Africa	Silver	Diesel	Manual	1.7	65,839	109,445	305	Low
X5	2,010	South America	White	Hybrid	Manual	4	166,068	58,296	5,354	Low
M3	2,020	Asia	Black	Petrol	Automatic	1.9	104,566	119,614	2,131	Low
X1	2,014	Europe	Silver	Diesel	Manual	4.2	87,936	108,012	6,100	Low
X6	2,019	Asia	Red	Hybrid	Automatic	4.6	39,861	119,218	8,299	High
X3	2,019	North America	Black	Electric	Manual	2.6	188,966	57,780	4,900	Low
i8	2,019	Europe	Grey	Hybrid	Automatic	4.6	86,537	108,323	3,155	Low
X6	2,013	Middle East	Blue	Hybrid	Manual	3.2	62,711	92,801	8,817	High
M3	2,014	North America	Black	Hybrid	Manual	3.5	132,004	60,209	1,919	Low
X3	2,013	South America	White	Electric	Manual	2.9	111,917	78,338	4,566	Low

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