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
i8	2,014	Asia	Blue	Petrol	Manual	1.6	150,196	62,315	4,916	Low
X3	2,019	North America	Blue	Petrol	Automatic	3.4	140,705	91,955	3,047	Low
3 Series	2,014	South America	Grey	Diesel	Manual	1.7	12,523	47,426	7,459	High
X6	2,012	Middle East	Grey	Hybrid	Manual	1.9	31,375	64,443	7,323	High
X1	2,015	Europe	Red	Electric	Manual	3.9	61,742	31,954	4,605	Low
X6	2,014	Europe	Grey	Diesel	Automatic	2.3	194,623	82,156	1,852	Low
X3	2,024	South America	Grey	Hybrid	Automatic	1.6	23,531	36,685	4,372	Low
X5	2,011	Middle East	Grey	Hybrid	Manual	2.1	4,989	59,069	3,894	Low
X6	2,023	Middle East	White	Hybrid	Automatic	2.2	60,105	46,368	2,502	Low
X3	2,019	South America	Grey	Hybrid	Manual	4.2	49,649	44,319	4,150	Low
M5	2,023	Africa	Red	Hybrid	Manual	3.7	28,869	110,433	4,820	Low
i3	2,013	South America	Grey	Diesel	Automatic	4.1	17,645	90,635	2,089	Low
M5	2,020	Africa	Red	Diesel	Automatic	2.8	116,708	84,664	5,613	Low
i8	2,013	Asia	Black	Diesel	Automatic	1.9	198,251	40,335	9,653	High
X3	2,016	Europe	Blue	Petrol	Automatic	4.3	52,924	46,781	6,930	Low
X1	2,024	North America	Black	Electric	Manual	2	17,320	41,381	2,360	Low
X6	2,016	Africa	Blue	Petrol	Manual	2.8	89,556	90,547	5,125	Low
X5	2,018	North America	Grey	Hybrid	Automatic	2.4	46,124	40,401	1,070	Low
X6	2,024	Europe	White	Petrol	Automatic	2.5	42,369	118,662	955	Low
i3	2,019	Africa	Black	Diesel	Automatic	3.6	179,248	79,728	7,434	High
X6	2,021	Asia	Blue	Hybrid	Manual	2.1	81,509	89,698	5,311	Low
X5	2,011	North America	Black	Electric	Automatic	3.1	188,562	62,003	1,086	Low
7 Series	2,015	South America	Grey	Diesel	Automatic	3.7	179,798	107,046	9,521	High
7 Series	2,011	Asia	Black	Petrol	Automatic	4.5	132,202	99,547	4,538	Low
i8	2,018	Middle East	Blue	Diesel	Automatic	2.8	83,052	48,548	7,570	High
M5	2,011	South America	White	Diesel	Manual	2.6	90,512	114,209	8,523	High
5 Series	2,015	Middle East	White	Petrol	Manual	2.8	34,437	90,297	1,153	Low
7 Series	2,017	Asia	Red	Petrol	Manual	3.3	117,429	78,658	2,536	Low
X3	2,015	North America	White	Electric	Manual	2.6	65,963	81,520	7,919	High
X6	2,021	Middle East	White	Hybrid	Manual	2.4	67,642	94,251	329	Low
M3	2,024	North America	Silver	Diesel	Automatic	2.8	4,592	45,648	9,712	High
5 Series	2,012	South America	White	Diesel	Manual	4.2	54,049	59,038	4,501	Low
7 Series	2,014	North America	Silver	Electric	Automatic	2.4	107,354	44,778	1,427	Low
5 Series	2,013	South America	Red	Petrol	Manual	4.5	189,973	98,752	7,594	High
i8	2,010	Asia	Grey	Hybrid	Manual	2.5	114,898	56,355	2,751	Low
X5	2,014	South America	Silver	Diesel	Automatic	3.6	105,729	71,546	8,757	High
M3	2,019	Europe	Red	Hybrid	Automatic	4.9	127,659	60,201	6,521	Low
7 Series	2,021	South America	Silver	Hybrid	Automatic	4.8	132,115	40,614	8,821	High
X3	2,014	Europe	Black	Diesel	Automatic	3	41,132	119,801	9,169	High
M5	2,016	North America	Blue	Petrol	Manual	1.7	12,988	30,716	3,908	Low
X6	2,024	Europe	Blue	Electric	Automatic	4.7	107,104	97,721	2,816	Low
X3	2,021	Africa	Silver	Hybrid	Automatic	1.9	89,680	74,154	4,884	Low
X6	2,016	Africa	White	Diesel	Automatic	4.7	85,735	91,577	357	Low
3 Series	2,011	Middle East	White	Electric	Automatic	4.1	160,183	39,141	6,254	Low
X1	2,023	Africa	Red	Hybrid	Manual	4.8	45,623	98,738	7,168	High
3 Series	2,013	Middle East	Grey	Petrol	Automatic	3.8	128,385	81,525	1,146	Low
M3	2,010	North America	Grey	Electric	Automatic	5	134,667	63,562	3,752	Low
X1	2,022	Europe	Black	Diesel	Manual	3.1	160,369	112,823	8,736	High
i8	2,014	Europe	Black	Petrol	Automatic	2.7	123,985	35,274	9,037	High
X3	2,014	Europe	Blue	Diesel	Manual	2.9	62,358	61,055	5,729	Low
M3	2,013	North America	White	Hybrid	Automatic	2.7	101,429	85,947	6,853	Low
3 Series	2,019	Middle East	Silver	Petrol	Manual	2.9	127,487	35,487	2,607	Low
M3	2,021	Africa	White	Diesel	Automatic	4.6	160,068	42,587	237	Low
X5	2,021	Africa	White	Electric	Automatic	3.6	132,077	52,883	2,389	Low
X3	2,016	South America	White	Diesel	Automatic	4	130,963	49,252	3,470	Low
7 Series	2,015	Europe	Silver	Petrol	Automatic	2.5	45,775	70,637	2,735	Low
i8	2,022	Africa	Blue	Hybrid	Automatic	5	144,698	54,245	2,118	Low
i3	2,019	North America	Blue	Hybrid	Automatic	2.5	47,978	59,848	5,051	Low
i8	2,012	North America	Grey	Hybrid	Automatic	2.1	140,377	106,458	9,773	High
X3	2,011	Middle East	Red	Electric	Automatic	4.2	128,479	94,651	8,720	High
X1	2,024	North America	Grey	Hybrid	Manual	4.4	3,042	73,517	9,611	High
X1	2,013	Europe	Grey	Diesel	Manual	2.9	147,734	68,069	6,856	Low
X5	2,018	Middle East	Blue	Diesel	Automatic	3.4	162,357	81,535	2,388	Low
M5	2,019	Middle East	Grey	Petrol	Manual	2.9	139,376	110,775	5,213	Low
X3	2,014	Asia	Black	Petrol	Manual	2.5	26,239	83,264	3,417	Low
X1	2,010	Asia	White	Petrol	Automatic	4.3	71,697	80,003	3,657	Low
M5	2,020	North America	Grey	Diesel	Automatic	4.1	77,097	99,921	845	Low
X3	2,012	South America	Black	Electric	Manual	3.2	149,204	32,778	8,448	High
X6	2,018	North America	Black	Electric	Automatic	3.1	102,521	65,141	826	Low
X6	2,016	South America	Black	Diesel	Automatic	2.1	95,501	67,685	3,582	Low
X5	2,012	Africa	Black	Diesel	Manual	3.7	21,992	104,786	4,863	Low
5 Series	2,010	North America	Red	Diesel	Automatic	4.7	68,317	64,420	7,469	High
M3	2,013	Africa	Black	Hybrid	Automatic	4	190,372	33,109	1,512	Low
X5	2,018	Asia	Grey	Diesel	Automatic	3.3	164,578	86,255	2,102	Low
M3	2,021	Asia	Black	Electric	Automatic	1.6	17,716	40,938	3,161	Low
X3	2,016	Middle East	Black	Diesel	Automatic	4.8	179,751	39,396	8,211	High
X6	2,014	Middle East	Grey	Electric	Automatic	2.6	70,677	85,728	6,115	Low
X5	2,022	Asia	White	Hybrid	Manual	2.5	32,997	115,058	1,236	Low
i8	2,020	Asia	Blue	Electric	Automatic	3.1	38,476	49,728	8,605	High
X3	2,023	South America	White	Petrol	Manual	3	160,913	87,727	7,681	High
M5	2,015	South America	Silver	Petrol	Automatic	4.9	60,724	67,519	2,994	Low
i3	2,010	Africa	Red	Petrol	Manual	2.1	72,264	58,842	4,601	Low
5 Series	2,016	North America	Red	Hybrid	Manual	3.9	31,879	56,357	3,970	Low
i3	2,021	North America	Blue	Petrol	Manual	1.9	49,554	104,176	3,043	Low
i3	2,014	Africa	Black	Petrol	Manual	2.5	178,673	70,951	4,513	Low
X3	2,016	Asia	Silver	Hybrid	Automatic	4	85,322	52,021	2,163	Low
5 Series	2,014	Asia	Grey	Petrol	Automatic	4.3	35,114	68,924	8,574	High
X5	2,014	Middle East	White	Petrol	Manual	3.1	178,303	60,452	4,666	Low
M5	2,012	Africa	Red	Electric	Automatic	4.3	47,195	32,529	1,307	Low
X3	2,014	Europe	Blue	Electric	Automatic	4.8	38,047	46,795	5,308	Low
3 Series	2,017	Europe	White	Diesel	Manual	4.8	136,454	108,093	6,917	Low
X5	2,023	North America	Red	Petrol	Automatic	2.7	122,134	61,172	7,327	High
X6	2,017	Asia	White	Petrol	Automatic	2.6	11,398	102,165	9,146	High
X6	2,011	Asia	Silver	Hybrid	Automatic	4	156,775	40,265	8,936	High
X1	2,020	Africa	Grey	Hybrid	Automatic	3.8	11,431	93,010	9,044	High
5 Series	2,010	South America	Silver	Hybrid	Automatic	2.9	161,124	71,342	4,498	Low
i3	2,011	North America	Grey	Diesel	Automatic	2.3	334	31,798	6,089	Low
5 Series	2,020	South America	Black	Petrol	Manual	3.7	43,926	99,418	6,494	Low
X1	2,016	South America	White	Electric	Automatic	3	154,190	65,943	5,490	Low
X3	2,012	Asia	Grey	Petrol	Automatic	2	40,952	79,572	1,191	Low

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