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
7 Series	2,021	Europe	White	Hybrid	Manual	2.4	407	51,728	5,043	Low
X1	2,011	Europe	Silver	Electric	Manual	1.5	186,281	58,578	3,235	Low
X5	2,011	Middle East	Grey	Electric	Automatic	4.6	173,448	100,926	9,527	High
X3	2,010	South America	White	Petrol	Manual	2.5	153,263	109,228	9,166	High
i8	2,024	Europe	Black	Petrol	Manual	1.8	86,083	58,763	5,837	Low
X5	2,014	North America	Black	Electric	Automatic	1.8	188,335	72,604	829	Low
7 Series	2,013	South America	Grey	Diesel	Manual	3.4	134,808	51,644	5,355	Low
i3	2,020	South America	White	Petrol	Manual	5	110,435	81,391	9,806	High
X3	2,019	Asia	Blue	Electric	Automatic	2	19,222	46,630	1,562	Low
3 Series	2,024	North America	Silver	Electric	Manual	1.8	46,438	114,654	4,076	Low
M5	2,011	Middle East	Grey	Electric	Automatic	3	126,030	41,403	3,221	Low
M5	2,012	Europe	Red	Diesel	Automatic	3.5	57,688	44,778	7,144	High
X5	2,016	North America	Red	Electric	Manual	2.5	135,868	60,420	5,312	Low
X5	2,016	Asia	Silver	Diesel	Automatic	2.6	22,647	30,683	9,738	High
i8	2,021	Middle East	White	Petrol	Manual	3	84,842	110,429	2,787	Low
X3	2,013	Europe	Black	Electric	Manual	2.6	194,825	35,690	1,757	Low
7 Series	2,014	Middle East	Red	Diesel	Automatic	4.7	44,041	105,141	7,196	High
5 Series	2,014	Africa	Grey	Electric	Manual	1.6	53,829	51,341	2,246	Low
3 Series	2,015	North America	Grey	Electric	Automatic	2.3	76,019	92,953	4,382	Low
3 Series	2,023	North America	Silver	Diesel	Automatic	4.3	3,387	77,309	9,160	High
7 Series	2,018	North America	White	Hybrid	Manual	4.4	126,419	119,434	6,981	Low
X1	2,011	Africa	White	Diesel	Manual	1.9	69,440	53,736	9,311	High
3 Series	2,014	South America	Grey	Electric	Manual	4.9	83,413	40,756	9,126	High
3 Series	2,021	Middle East	Blue	Petrol	Automatic	3.9	12,088	116,675	4,626	Low
5 Series	2,012	Africa	White	Diesel	Automatic	2.5	7,790	72,065	4,848	Low
i3	2,013	Asia	Red	Diesel	Manual	3.1	197,081	40,253	964	Low
M5	2,019	Middle East	White	Petrol	Manual	2.5	170,509	63,144	6,747	Low
X6	2,015	North America	Black	Electric	Manual	2	23,331	46,607	2,796	Low
X3	2,021	Middle East	Black	Diesel	Manual	2.5	40,190	84,176	8,465	High
i3	2,017	South America	Grey	Diesel	Manual	3.5	129,341	46,519	2,262	Low
3 Series	2,010	North America	Grey	Petrol	Automatic	4.4	148,299	70,851	9,482	High
5 Series	2,019	North America	Blue	Petrol	Automatic	2.8	183,822	114,631	8,985	High
M5	2,023	North America	Red	Petrol	Manual	2.7	185,136	39,320	4,512	Low
M3	2,017	Africa	Red	Diesel	Automatic	3.1	169,807	47,778	3,894	Low
i3	2,020	Asia	Grey	Hybrid	Manual	3.8	180,110	31,780	3,564	Low
X5	2,023	Europe	Blue	Hybrid	Automatic	4.1	139,207	113,111	1,298	Low
i3	2,016	Asia	Black	Diesel	Automatic	2.6	169,131	54,311	2,973	Low
i8	2,010	Middle East	White	Hybrid	Automatic	3.6	188,401	115,905	992	Low
M5	2,011	Asia	Black	Hybrid	Automatic	2.9	37,709	59,301	5,073	Low
M5	2,012	Europe	Silver	Electric	Automatic	4	61,057	56,070	5,586	Low
X6	2,010	Africa	Red	Diesel	Automatic	2.1	94,582	37,876	1,698	Low
i8	2,023	Europe	Silver	Petrol	Manual	2.4	77,259	97,872	5,257	Low
M5	2,018	Asia	White	Electric	Automatic	3	148,030	30,111	2,791	Low
M5	2,017	South America	Silver	Diesel	Automatic	4.6	155,927	42,560	5,850	Low
X3	2,011	Europe	Black	Diesel	Manual	3.5	115,455	35,491	9,497	High
5 Series	2,022	Middle East	Grey	Diesel	Automatic	4.9	151,041	57,463	1,923	Low
i3	2,018	Europe	Blue	Electric	Manual	1.9	184,913	68,496	2,075	Low
M5	2,016	South America	Blue	Electric	Manual	3.1	39,811	82,340	5,753	Low
7 Series	2,018	South America	Black	Petrol	Manual	3	25,179	32,054	9,914	High
i3	2,015	North America	Black	Diesel	Automatic	3.6	117,464	70,512	8,298	High
M5	2,015	North America	Blue	Electric	Automatic	4.3	179,560	86,071	1,652	Low
i8	2,020	Africa	Black	Petrol	Manual	4.4	104,871	115,719	8,349	High
7 Series	2,023	North America	Blue	Electric	Manual	3.8	99,820	94,945	6,942	Low
i8	2,013	Asia	Grey	Petrol	Automatic	3.7	59,895	110,227	8,179	High
3 Series	2,019	Africa	Red	Petrol	Automatic	4.8	46,539	111,074	1,155	Low
3 Series	2,019	Europe	White	Diesel	Automatic	2.8	56,892	105,985	6,209	Low
M5	2,022	Africa	Blue	Electric	Automatic	4.4	12,715	46,428	9,172	High
M3	2,022	Middle East	Silver	Electric	Manual	4.7	157,174	61,771	6,928	Low
7 Series	2,011	North America	Silver	Electric	Automatic	3.2	120,940	86,739	4,865	Low
X5	2,016	Europe	Black	Diesel	Manual	4.1	107,986	45,373	8,744	High
3 Series	2,014	Asia	Grey	Petrol	Automatic	2.8	71,107	30,924	2,138	Low
i8	2,020	South America	Black	Electric	Manual	2.1	145,537	80,012	5,210	Low
7 Series	2,015	Europe	White	Hybrid	Automatic	3.6	55,767	114,843	5,829	Low
i8	2,011	South America	Blue	Diesel	Manual	2.2	122,924	80,932	9,163	High
X1	2,014	Europe	Black	Electric	Automatic	3.1	52,618	41,411	2,692	Low
i3	2,019	Middle East	Red	Hybrid	Automatic	4.6	38,359	66,262	2,294	Low
X5	2,013	Europe	Grey	Diesel	Manual	1.8	70,906	58,576	5,891	Low
X3	2,018	Middle East	White	Hybrid	Manual	1.6	57,254	66,880	1,618	Low
3 Series	2,015	North America	Blue	Hybrid	Manual	3.6	92,360	98,965	2,555	Low
X1	2,011	Africa	Black	Petrol	Automatic	2.7	150,650	68,405	2,294	Low
X6	2,010	Africa	White	Electric	Manual	3	75,270	76,676	9,796	High
M3	2,014	South America	Black	Hybrid	Manual	2.9	91,799	87,941	7,156	High
7 Series	2,018	South America	Blue	Petrol	Automatic	1.8	182,594	117,352	9,273	High
i3	2,015	Europe	Black	Electric	Manual	1.5	104,704	102,698	1,937	Low
X5	2,019	North America	Red	Electric	Automatic	4.6	133,491	63,260	8,257	High
7 Series	2,021	North America	Blue	Diesel	Automatic	2.3	75,181	91,179	5,603	Low
7 Series	2,016	Europe	Black	Petrol	Automatic	3	197,930	74,864	4,524	Low
i8	2,014	Asia	White	Hybrid	Automatic	4.9	13,193	59,063	7,776	High
X3	2,019	Asia	White	Diesel	Manual	4.4	35,406	72,556	2,198	Low
X5	2,015	North America	Blue	Diesel	Manual	1.9	199,242	112,197	7,312	High
X3	2,014	Middle East	Grey	Petrol	Manual	3.3	148,455	96,745	7,442	High
5 Series	2,020	Europe	Grey	Hybrid	Automatic	4.1	65,407	111,590	9,213	High
X1	2,018	Europe	White	Hybrid	Manual	3.9	179,104	83,030	2,446	Low
7 Series	2,024	Asia	White	Electric	Manual	4.2	154,044	53,900	2,057	Low
i3	2,015	Asia	Red	Petrol	Manual	3.1	153,567	118,596	5,488	Low
M5	2,020	Europe	Silver	Hybrid	Manual	2.1	22,565	36,442	330	Low
M3	2,017	Middle East	White	Petrol	Automatic	3.1	59,027	39,681	8,208	High
X6	2,011	North America	Blue	Electric	Manual	3.8	51,655	108,274	5,689	Low
i3	2,021	South America	Red	Diesel	Manual	3.6	43,762	80,744	4,246	Low
X3	2,022	Middle East	Grey	Hybrid	Automatic	1.7	167,732	33,568	2,543	Low
M5	2,018	Africa	White	Electric	Automatic	1.7	155,190	39,548	861	Low
i3	2,014	Africa	Black	Hybrid	Manual	4.9	170,925	39,652	1,270	Low
i3	2,016	Middle East	Blue	Electric	Manual	2	105,059	56,720	9,161	High
7 Series	2,019	Middle East	Red	Hybrid	Automatic	2.5	170,369	73,525	3,697	Low
7 Series	2,022	North America	White	Electric	Manual	4.2	106,991	80,124	931	Low
X5	2,010	Europe	White	Electric	Manual	2.9	98,803	104,818	8,086	High
M5	2,019	Europe	Black	Hybrid	Automatic	2.1	113,249	31,658	3,717	Low
M3	2,014	Middle East	Black	Diesel	Manual	3.1	78,413	114,215	8,590	High
5 Series	2,021	Middle East	Red	Diesel	Manual	3.5	185,809	116,544	7,249	High
X6	2,023	Middle East	Silver	Petrol	Automatic	3.1	145,161	74,109	5,550	Low

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