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
5 Series	2,015	Europe	White	Diesel	Manual	4.9	56,353	96,974	3,911	Low
i3	2,012	Europe	White	Petrol	Manual	2.3	43,161	109,604	3,758	Low
X3	2,019	Middle East	White	Electric	Automatic	2	160,498	55,160	1,931	Low
X1	2,021	Africa	Silver	Diesel	Automatic	2.5	64,426	95,495	3,136	Low
X6	2,010	South America	Blue	Diesel	Manual	3.4	21,394	38,188	6,174	Low
7 Series	2,015	North America	Grey	Electric	Manual	1.9	128,431	47,615	1,838	Low
5 Series	2,023	South America	Blue	Diesel	Manual	4.1	170,341	100,652	7,673	High
M5	2,022	Africa	Grey	Electric	Automatic	2.8	58,291	111,004	4,179	Low
X6	2,010	Asia	Black	Hybrid	Manual	3.5	24,447	78,786	2,073	Low
X6	2,019	North America	Red	Electric	Manual	4.1	93,780	67,357	3,330	Low
X3	2,021	Asia	Red	Electric	Automatic	4.7	135,918	31,225	2,256	Low
7 Series	2,012	Asia	Blue	Petrol	Automatic	4.4	20,816	38,009	1,888	Low
X5	2,021	South America	Blue	Petrol	Automatic	3.4	124,782	55,860	758	Low
X6	2,017	South America	Black	Petrol	Automatic	5	183,593	51,086	4,092	Low
i8	2,016	Africa	Silver	Petrol	Manual	3.4	26,704	42,125	8,551	High
M5	2,017	Asia	Silver	Electric	Manual	3.4	160,309	45,587	1,769	Low
M5	2,019	North America	Red	Hybrid	Manual	2.1	16,711	98,887	3,934	Low
3 Series	2,019	South America	Grey	Petrol	Manual	2	186,454	93,503	2,329	Low
i3	2,011	Middle East	Silver	Electric	Automatic	2.1	96,026	69,199	4,531	Low
X5	2,019	Asia	Grey	Petrol	Manual	3.6	189,949	109,020	4,795	Low
X3	2,016	Europe	Blue	Diesel	Automatic	3	146,173	70,198	7,883	High
X1	2,023	Asia	Red	Electric	Manual	2.9	44,313	75,292	2,121	Low
X3	2,013	North America	Silver	Diesel	Automatic	1.9	185,426	76,836	6,903	Low
3 Series	2,010	North America	Grey	Hybrid	Manual	2.8	151,933	70,980	8,187	High
i3	2,020	South America	Silver	Electric	Manual	2.8	77,710	93,156	3,902	Low
M5	2,012	South America	Blue	Petrol	Automatic	3.7	120,835	70,141	3,871	Low
3 Series	2,014	Europe	Red	Diesel	Automatic	2.9	131,840	83,121	6,560	Low
7 Series	2,023	Middle East	Red	Electric	Automatic	3	99,435	85,078	7,016	High
i8	2,019	Asia	Red	Hybrid	Automatic	2.5	4,519	61,406	3,545	Low
X3	2,017	Africa	White	Hybrid	Automatic	2	99,729	102,128	1,420	Low
3 Series	2,011	Middle East	Blue	Hybrid	Automatic	2.6	99,687	63,950	480	Low
3 Series	2,011	Europe	Grey	Diesel	Manual	1.6	165,250	57,746	9,763	High
X6	2,017	South America	Black	Diesel	Automatic	2.2	8,493	59,648	1,811	Low
M5	2,023	Asia	Red	Hybrid	Manual	2.6	54,777	107,494	7,480	High
X1	2,018	Asia	White	Electric	Manual	2	67,279	107,506	5,099	Low
M5	2,019	Middle East	Black	Petrol	Automatic	3.8	125,467	116,136	757	Low
5 Series	2,022	South America	Silver	Petrol	Automatic	2.5	86,336	37,969	5,353	Low
M5	2,022	North America	Red	Electric	Automatic	3.7	80,947	105,817	5,152	Low
i8	2,010	Middle East	Silver	Petrol	Manual	3.8	145,998	54,504	2,655	Low
i3	2,023	South America	White	Hybrid	Automatic	3.1	29,023	48,033	8,369	High
M5	2,011	Middle East	Blue	Petrol	Manual	3.1	47,128	117,274	7,802	High
M3	2,024	South America	Red	Petrol	Automatic	3.5	126,203	118,597	1,999	Low
M3	2,013	Europe	Blue	Petrol	Manual	2.4	87,790	87,336	8,947	High
i8	2,021	Middle East	Grey	Petrol	Automatic	1.6	187,043	65,824	911	Low
X3	2,012	Africa	White	Hybrid	Automatic	3.8	116,198	86,118	1,433	Low
M3	2,010	South America	Grey	Hybrid	Automatic	3.6	192,228	98,118	4,638	Low
3 Series	2,013	Europe	Red	Diesel	Manual	3.2	176,382	111,093	3,924	Low
X1	2,020	North America	Silver	Diesel	Automatic	4.6	20,717	43,767	951	Low
X1	2,022	Africa	White	Electric	Automatic	3.3	10,187	43,496	9,741	High
X1	2,020	Asia	Black	Petrol	Automatic	2.6	46,029	48,182	218	Low
X6	2,011	Middle East	Grey	Diesel	Automatic	4	27,070	42,419	9,470	High
X6	2,019	Middle East	Red	Electric	Automatic	4.9	91,698	59,923	4,986	Low
i3	2,014	South America	Grey	Electric	Manual	4.1	197,914	79,183	6,059	Low
X6	2,010	Europe	Red	Electric	Automatic	4.7	123,921	91,090	5,539	Low
X6	2,023	Asia	Silver	Hybrid	Automatic	1.9	105,201	61,236	5,518	Low
M5	2,017	Europe	White	Electric	Manual	1.9	133,623	74,763	8,568	High
M5	2,019	Africa	Grey	Hybrid	Automatic	2	55,478	97,016	7,444	High
i8	2,011	Africa	Grey	Electric	Automatic	4	56,545	79,955	7,432	High
i3	2,020	Middle East	Silver	Petrol	Automatic	2.9	135,626	96,918	159	Low
i8	2,012	Middle East	Red	Hybrid	Automatic	3.2	171,854	101,745	2,825	Low
i3	2,012	Europe	Black	Petrol	Automatic	2.4	115,492	73,093	3,097	Low
5 Series	2,013	North America	Grey	Diesel	Automatic	4.1	162,099	116,877	1,531	Low
X1	2,016	Middle East	Black	Petrol	Automatic	4.5	157,926	61,417	1,469	Low
X1	2,022	Africa	Blue	Electric	Automatic	2.1	47,329	48,948	1,395	Low
M3	2,018	Africa	Blue	Diesel	Automatic	2.2	104,309	36,748	3,607	Low
X3	2,012	Europe	Blue	Petrol	Manual	2.7	105,787	70,565	5,253	Low
X6	2,010	Africa	Silver	Diesel	Automatic	2.5	194,840	109,231	9,008	High
5 Series	2,024	Asia	Grey	Diesel	Manual	3.4	128,890	86,701	7,115	High
M5	2,020	Middle East	Blue	Diesel	Manual	4.1	88,288	115,820	4,751	Low
i3	2,019	South America	Grey	Petrol	Automatic	4.3	31,232	89,648	5,067	Low
X3	2,024	North America	White	Electric	Manual	2.2	43,685	117,489	7,591	High
M3	2,010	Africa	White	Petrol	Automatic	2.1	42,668	47,893	3,653	Low
M5	2,021	Africa	White	Petrol	Automatic	2.8	91,270	111,193	5,016	Low
X5	2,020	Asia	White	Petrol	Automatic	2	9,739	82,103	3,174	Low
M3	2,015	Europe	Grey	Diesel	Automatic	1.8	183,107	65,092	3,662	Low
X3	2,014	South America	Silver	Diesel	Manual	2.3	91,801	87,544	358	Low
M5	2,019	Asia	White	Electric	Automatic	2.9	168,329	49,045	9,548	High
M5	2,016	Asia	Red	Electric	Manual	3.6	29,895	45,167	4,860	Low
i8	2,016	South America	White	Electric	Automatic	4	43,416	78,651	4,040	Low
M5	2,012	South America	Black	Hybrid	Automatic	2.3	45,407	115,291	5,861	Low
M3	2,016	Asia	Red	Hybrid	Manual	4.4	118,719	89,534	213	Low
i8	2,018	Asia	Grey	Hybrid	Manual	1.6	79,157	109,247	3,686	Low
i8	2,017	Asia	Silver	Diesel	Manual	3.1	193,381	89,236	7,909	High
X1	2,012	Middle East	White	Petrol	Automatic	3.7	64,666	77,075	348	Low
i8	2,019	Europe	Black	Hybrid	Automatic	2.5	45,298	88,645	4,452	Low
i3	2,014	Europe	Black	Hybrid	Automatic	3.9	112,987	102,492	9,161	High
X1	2,022	Africa	Black	Hybrid	Automatic	4.5	175,036	62,493	6,187	Low
5 Series	2,022	South America	Silver	Petrol	Automatic	1.8	185,685	53,295	8,977	High
M3	2,023	Asia	Grey	Diesel	Automatic	3.3	67,010	102,974	9,237	High
X3	2,017	Asia	Red	Petrol	Automatic	1.6	10,661	100,734	8,952	High
X3	2,011	North America	Silver	Electric	Automatic	2.5	177,471	35,052	7,989	High
i8	2,023	Asia	White	Petrol	Automatic	2	197,418	96,520	8,162	High
X5	2,023	Middle East	White	Diesel	Manual	3.7	29,028	111,004	9,201	High
X3	2,016	Middle East	White	Diesel	Automatic	2.4	142,033	50,578	7,761	High
3 Series	2,020	North America	Grey	Petrol	Automatic	2.5	68,731	80,320	1,229	Low
X1	2,019	Asia	Blue	Electric	Manual	2.2	75,149	40,121	4,794	Low
M5	2,019	North America	White	Hybrid	Automatic	2.4	187,614	113,933	2,942	Low
5 Series	2,016	North America	Red	Petrol	Automatic	2.3	175,038	75,213	2,906	Low
i8	2,020	Middle East	Red	Diesel	Manual	3.9	27,611	55,571	954	Low
3 Series	2,021	South America	Silver	Petrol	Manual	4.8	138,692	49,361	9,909	High

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