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
M5	2,021	South America	Black	Diesel	Automatic	2.3	146,074	31,272	4,709	Low
M5	2,022	South America	Black	Diesel	Manual	1.9	106,182	50,283	8,366	High
M3	2,010	Europe	Silver	Electric	Automatic	4.8	145,585	43,943	9,370	High
X1	2,024	Middle East	Blue	Petrol	Manual	3.7	21,985	84,303	8,760	High
M3	2,020	South America	Red	Diesel	Manual	1.7	153,709	97,374	3,164	Low
X6	2,017	Middle East	Black	Hybrid	Manual	1.7	69,688	68,616	8,454	High
3 Series	2,019	Africa	White	Electric	Manual	3.6	6,008	73,925	7,962	High
7 Series	2,013	Europe	Black	Hybrid	Manual	3.4	41,788	33,686	7,626	High
3 Series	2,012	Middle East	Blue	Electric	Automatic	1.7	159,956	76,744	4,470	Low
M5	2,021	Europe	Grey	Electric	Manual	2.3	77,499	59,951	3,632	Low
M3	2,016	Middle East	White	Electric	Manual	4.8	45,168	64,876	4,178	Low
X6	2,021	South America	Silver	Electric	Manual	3.5	103,474	74,171	942	Low
5 Series	2,011	Europe	Grey	Petrol	Automatic	3	139,785	67,278	9,505	High
5 Series	2,017	North America	Grey	Diesel	Manual	2.4	150,359	90,539	5,935	Low
M5	2,023	South America	Black	Electric	Automatic	2	93,786	105,371	5,112	Low
3 Series	2,015	Middle East	Grey	Diesel	Manual	2.9	155,698	94,625	5,186	Low
5 Series	2,016	Asia	White	Electric	Manual	4.7	43,250	116,400	3,076	Low
7 Series	2,023	South America	Blue	Petrol	Automatic	1.7	65,887	82,693	5,340	Low
X5	2,014	Asia	White	Electric	Manual	5	119,276	118,803	8,846	High
7 Series	2,018	Middle East	Grey	Electric	Automatic	2.2	3,030	90,393	4,111	Low
M3	2,014	Europe	Red	Electric	Automatic	2.9	133,807	39,963	3,751	Low
M3	2,020	Europe	White	Electric	Manual	1.7	86,072	95,875	7,171	High
X3	2,014	Middle East	Red	Hybrid	Automatic	3.5	149,739	91,372	2,519	Low
3 Series	2,012	Europe	Black	Electric	Automatic	3.2	2,360	49,167	1,414	Low
X5	2,020	Europe	Red	Electric	Automatic	3.8	133,972	37,941	1,501	Low
M5	2,010	North America	Black	Electric	Manual	3.4	107,349	119,750	4,986	Low
7 Series	2,011	Europe	White	Petrol	Automatic	2.9	168,662	110,503	6,034	Low
X5	2,017	North America	Red	Petrol	Manual	4.1	93,045	111,570	5,372	Low
3 Series	2,024	Asia	Silver	Electric	Manual	1.6	150,539	90,875	4,549	Low
i8	2,010	North America	Silver	Petrol	Automatic	3.4	192,972	57,119	4,074	Low
X1	2,016	Europe	Blue	Electric	Manual	1.9	31,521	74,829	9,327	High
5 Series	2,023	Europe	Red	Petrol	Automatic	3	30,168	60,869	2,858	Low
M3	2,023	South America	Red	Hybrid	Automatic	4.3	39,420	95,807	4,235	Low
X3	2,014	Middle East	Grey	Diesel	Automatic	2	139,028	93,445	275	Low
X1	2,012	North America	Red	Hybrid	Manual	4.8	55,646	56,844	7,393	High
X1	2,021	Africa	Red	Diesel	Automatic	4.6	12,689	63,897	1,864	Low
X6	2,021	North America	Red	Diesel	Automatic	3	25,551	97,014	7,694	High
X3	2,024	Europe	Blue	Hybrid	Manual	1.5	35,277	62,142	848	Low
i8	2,020	Africa	Silver	Diesel	Automatic	4.3	96,096	57,777	4,495	Low
5 Series	2,016	Africa	Silver	Petrol	Automatic	4.6	97,581	117,230	8,155	High
X5	2,018	Middle East	Silver	Diesel	Automatic	2.1	149,254	109,118	3,776	Low
X3	2,011	North America	Silver	Diesel	Automatic	4.7	173,989	110,914	3,247	Low
X1	2,017	Europe	White	Petrol	Manual	4.7	43,795	85,035	1,746	Low
X3	2,018	Africa	Blue	Hybrid	Automatic	3.1	189,315	69,770	8,383	High
M5	2,020	Middle East	Grey	Petrol	Manual	4.3	144,133	110,214	7,835	High
X1	2,012	Europe	Black	Electric	Automatic	3.1	114,022	35,725	8,344	High
X3	2,011	Africa	Blue	Petrol	Manual	3.5	180,465	74,404	8,466	High
5 Series	2,016	North America	White	Petrol	Automatic	2.6	182,301	89,224	4,604	Low
5 Series	2,014	North America	Black	Electric	Manual	2.1	65,494	33,687	3,633	Low
7 Series	2,014	Asia	Blue	Petrol	Automatic	4.1	74,267	95,556	6,202	Low
i3	2,019	North America	Red	Diesel	Manual	1.5	18,789	108,354	8,851	High
X5	2,014	North America	Blue	Diesel	Automatic	3.5	173,794	91,977	4,695	Low
M5	2,013	Middle East	White	Electric	Automatic	4.5	77,367	91,693	3,323	Low
i3	2,022	North America	Red	Hybrid	Automatic	2.3	66,688	40,720	1,884	Low
7 Series	2,014	Middle East	Blue	Hybrid	Automatic	2.7	43,351	99,091	2,192	Low
M3	2,022	North America	Grey	Petrol	Manual	3.6	134,459	58,482	1,225	Low
3 Series	2,013	Europe	Silver	Petrol	Manual	2.4	122,907	39,062	3,901	Low
3 Series	2,024	Middle East	Silver	Electric	Automatic	4.5	16,566	84,860	7,819	High
M3	2,022	Europe	Red	Electric	Automatic	2.8	63,824	91,773	9,633	High
X6	2,015	Asia	Grey	Electric	Automatic	3.5	157,783	33,943	895	Low
i8	2,013	Europe	Blue	Electric	Automatic	2.3	165,306	77,817	3,508	Low
i8	2,011	North America	Black	Hybrid	Automatic	1.6	87,580	75,558	3,479	Low
5 Series	2,018	North America	Silver	Hybrid	Automatic	2.1	192,283	46,983	711	Low
M5	2,011	Europe	White	Diesel	Manual	1.7	53,951	111,527	6,445	Low
X1	2,018	Africa	Red	Petrol	Manual	3.1	175,995	77,722	1,597	Low
i3	2,019	Middle East	Red	Hybrid	Automatic	3.6	98,969	99,729	9,459	High
3 Series	2,015	Europe	Blue	Diesel	Manual	1.7	39,946	30,633	9,993	High
i3	2,018	Africa	Black	Hybrid	Manual	1.8	13,967	75,681	938	Low
i3	2,018	Europe	White	Hybrid	Manual	3.2	66,979	46,587	9,733	High
M3	2,012	Africa	Red	Hybrid	Automatic	4.3	77,146	102,469	1,131	Low
X3	2,010	Africa	Grey	Electric	Manual	3.7	24,348	83,969	7,274	High
3 Series	2,010	South America	White	Electric	Automatic	1.9	99,227	101,799	6,934	Low
X1	2,012	Asia	Grey	Petrol	Automatic	4.6	175,711	103,054	1,958	Low
X3	2,014	Middle East	Black	Hybrid	Manual	4.7	57,610	99,323	8,335	High
X3	2,022	Europe	Red	Petrol	Manual	2.6	121,516	48,529	6,792	Low
5 Series	2,012	South America	Grey	Electric	Manual	3.7	11,463	100,926	2,962	Low
X6	2,021	Middle East	Grey	Hybrid	Automatic	3.2	166,576	104,420	1,400	Low
i3	2,018	Asia	Grey	Hybrid	Automatic	4.8	178,996	87,609	7,792	High
X3	2,018	Middle East	Blue	Electric	Manual	3.3	158,058	85,201	659	Low
X6	2,012	South America	Silver	Petrol	Manual	4.9	133,443	73,916	2,241	Low
i3	2,012	Africa	White	Diesel	Manual	2.2	95,667	106,581	3,419	Low
X5	2,021	Middle East	Silver	Diesel	Manual	2.7	9,336	90,972	667	Low
X1	2,023	Europe	Black	Electric	Manual	4.2	75,962	101,817	6,099	Low
X1	2,014	North America	Blue	Petrol	Manual	4.2	38,591	119,582	4,123	Low
X5	2,011	Africa	Grey	Electric	Automatic	4.1	6,967	54,853	8,008	High
3 Series	2,015	South America	Red	Diesel	Manual	4.5	140,184	54,377	7,059	High
3 Series	2,016	Africa	White	Petrol	Automatic	4	36,947	49,530	2,972	Low
i8	2,022	Europe	White	Petrol	Automatic	3.7	86,321	77,408	6,798	Low
i8	2,018	Middle East	Red	Hybrid	Automatic	3.1	20,713	113,552	1,771	Low
X5	2,024	Asia	Red	Diesel	Manual	3.1	50,182	108,281	7,223	High
7 Series	2,015	Asia	Black	Petrol	Automatic	2.9	194,399	116,637	6,785	Low
X5	2,012	Africa	Silver	Hybrid	Automatic	3.7	111,109	59,281	4,636	Low
5 Series	2,021	Europe	White	Diesel	Automatic	2.9	135,378	116,872	844	Low
7 Series	2,014	South America	Grey	Hybrid	Automatic	2	116,275	69,485	1,193	Low
X1	2,013	North America	Silver	Electric	Manual	1.9	158,442	114,104	4,868	Low
X5	2,024	Europe	Black	Petrol	Manual	4.7	197,230	44,139	2,863	Low
X3	2,014	Africa	Blue	Diesel	Automatic	1.6	37,540	67,585	3,575	Low
X6	2,017	Asia	Grey	Electric	Manual	1.9	136,457	116,301	7,240	High
i3	2,017	Europe	Red	Diesel	Manual	3.1	83,798	104,516	7,757	High
X1	2,015	Asia	Blue	Electric	Manual	2.4	89,041	83,788	1,141	Low

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