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
i3	2,023	Africa	Grey	Electric	Automatic	3.8	111,744	45,972	5,759	Low
7 Series	2,015	Asia	Red	Diesel	Automatic	4.7	143,823	89,366	6,889	Low
X5	2,014	South America	Red	Petrol	Manual	2.2	178,862	75,045	8,059	High
X3	2,017	Europe	Blue	Diesel	Manual	3.5	190,994	110,989	6,250	Low
X3	2,018	Middle East	White	Electric	Manual	3.4	12,195	98,517	7,456	High
i3	2,020	South America	Black	Petrol	Automatic	3.7	57,023	111,489	4,891	Low
X1	2,016	Asia	Blue	Diesel	Automatic	3.6	160,987	57,040	9,700	High
7 Series	2,015	South America	Black	Hybrid	Manual	2.5	198,148	88,834	5,868	Low
7 Series	2,015	Europe	Black	Hybrid	Automatic	3.9	68,911	109,432	8,419	High
5 Series	2,010	Europe	Red	Hybrid	Automatic	2.5	10,650	77,993	4,435	Low
M3	2,014	South America	Silver	Diesel	Manual	3.8	84,561	115,624	1,959	Low
7 Series	2,023	North America	Blue	Hybrid	Manual	2.5	106,827	66,498	8,129	High
M5	2,017	Asia	Grey	Electric	Automatic	1.8	94,021	93,452	6,799	Low
3 Series	2,015	South America	Grey	Diesel	Automatic	1.9	117,178	50,400	6,815	Low
M5	2,021	Middle East	Red	Hybrid	Manual	4.4	31,872	82,357	8,946	High
7 Series	2,010	Europe	Red	Hybrid	Automatic	1.9	195,242	37,646	7,865	High
X1	2,024	North America	Grey	Hybrid	Manual	2.7	142,080	82,125	3,933	Low
i3	2,024	South America	Grey	Hybrid	Automatic	2.5	24,731	93,993	9,162	High
M5	2,014	Europe	Black	Electric	Manual	1.7	195,080	88,325	4,465	Low
3 Series	2,022	South America	Red	Hybrid	Manual	3.6	62,515	86,359	8,889	High
M5	2,020	North America	Blue	Diesel	Manual	4.3	131,861	65,078	4,809	Low
i8	2,021	Europe	Silver	Hybrid	Automatic	5	166,570	109,364	6,433	Low
5 Series	2,014	North America	Blue	Petrol	Manual	4.8	8,068	52,727	9,479	High
M3	2,021	Asia	Silver	Hybrid	Manual	1.7	48,591	96,482	8,085	High
X5	2,012	Europe	White	Electric	Manual	2.4	108,811	116,213	7,255	High
X1	2,017	Asia	Grey	Diesel	Automatic	2.9	104,870	85,275	7,155	High
X3	2,024	North America	Blue	Hybrid	Manual	4.6	84,276	96,933	2,014	Low
5 Series	2,018	Africa	Blue	Electric	Manual	2.8	185,302	77,005	1,297	Low
3 Series	2,015	Middle East	Silver	Petrol	Manual	3.5	195,629	84,967	457	Low
X3	2,015	North America	Blue	Hybrid	Manual	3.8	188,678	69,816	1,917	Low
M5	2,011	Africa	White	Hybrid	Manual	2.5	157,541	105,737	4,502	Low
X1	2,019	South America	Silver	Diesel	Automatic	3.5	9,897	46,640	5,046	Low
M3	2,011	North America	Silver	Electric	Manual	1.7	171,571	85,691	2,005	Low
X5	2,015	Asia	Black	Petrol	Automatic	3.2	30,273	112,711	9,853	High
3 Series	2,021	Africa	Silver	Petrol	Manual	2.8	116,172	82,909	160	Low
X6	2,017	South America	Black	Petrol	Manual	2.7	182,392	91,127	1,404	Low
M5	2,011	South America	White	Hybrid	Automatic	2.3	129,739	101,180	128	Low
M3	2,018	North America	Red	Electric	Automatic	4.4	116,270	102,026	5,319	Low
5 Series	2,022	South America	Silver	Petrol	Automatic	4.6	30,279	115,083	9,473	High
3 Series	2,021	North America	Grey	Electric	Manual	4.6	83,608	89,369	7,897	High
X3	2,023	Middle East	Blue	Petrol	Automatic	2.9	74,169	114,507	2,885	Low
7 Series	2,018	South America	Blue	Diesel	Manual	2.4	87,883	76,090	706	Low
i3	2,024	Middle East	Red	Diesel	Manual	1.8	185,376	71,758	1,190	Low
i3	2,023	South America	Blue	Electric	Automatic	3.9	58,541	113,784	9,994	High
X1	2,013	North America	Silver	Diesel	Manual	2.7	76,113	91,630	8,717	High
M5	2,013	Europe	Grey	Diesel	Manual	2.5	194,211	56,461	7,475	High
X5	2,013	Asia	Grey	Petrol	Automatic	2.8	122,407	80,747	5,100	Low
3 Series	2,020	South America	Blue	Electric	Automatic	3.4	176,095	64,925	1,484	Low
M3	2,014	Africa	Blue	Petrol	Manual	2.1	97,895	94,591	7,641	High
M3	2,017	Africa	Blue	Electric	Automatic	4.9	130,435	100,076	7,783	High
M5	2,011	Asia	Black	Petrol	Automatic	4.1	72,231	47,715	3,473	Low
3 Series	2,020	Africa	White	Electric	Manual	1.7	128,860	113,284	3,948	Low
5 Series	2,014	Asia	Black	Hybrid	Manual	2.6	116,225	100,011	9,382	High
M5	2,023	Asia	Blue	Petrol	Manual	1.7	132,848	105,142	2,284	Low
7 Series	2,011	South America	Blue	Hybrid	Automatic	2.3	109,835	84,259	4,426	Low
i3	2,024	Africa	White	Diesel	Manual	2.5	165,811	94,168	4,329	Low
M5	2,020	Europe	Blue	Hybrid	Manual	4	115,372	41,441	8,716	High
M5	2,020	South America	Blue	Petrol	Automatic	4	158,845	55,571	8,187	High
i8	2,017	Africa	Grey	Hybrid	Manual	1.7	18,024	31,232	2,784	Low
i3	2,010	Middle East	Blue	Electric	Manual	3.6	20,114	69,933	4,009	Low
M5	2,024	North America	Silver	Diesel	Manual	4.9	17,006	68,011	6,636	Low
5 Series	2,016	North America	Grey	Hybrid	Manual	3.7	106,770	39,638	679	Low
X3	2,012	Asia	Blue	Petrol	Automatic	4.9	81,625	98,293	9,010	High
X6	2,013	Africa	Grey	Petrol	Manual	2.8	129,364	118,034	4,606	Low
X5	2,023	Middle East	Silver	Hybrid	Manual	3.1	150,308	42,318	2,992	Low
M3	2,024	Asia	Black	Electric	Manual	3.2	85,971	95,328	2,253	Low
X1	2,017	North America	White	Diesel	Manual	4.7	64,803	89,651	9,035	High
5 Series	2,012	Africa	Blue	Electric	Manual	2.8	161,272	40,264	9,887	High
X6	2,021	Asia	Grey	Hybrid	Automatic	4.9	174,400	68,051	3,333	Low
X6	2,022	Europe	Silver	Electric	Manual	3.4	42,937	48,847	7,369	High
5 Series	2,022	North America	Blue	Hybrid	Manual	2.3	154,118	92,079	5,531	Low
M5	2,016	Europe	Red	Petrol	Manual	1.9	158,398	77,656	7,547	High
7 Series	2,021	South America	Silver	Hybrid	Manual	2.1	135,906	49,687	4,385	Low
X6	2,010	South America	Black	Diesel	Automatic	1.6	44,649	56,245	370	Low
X6	2,018	Africa	Blue	Electric	Automatic	3.9	69,003	95,035	3,139	Low
3 Series	2,022	South America	Grey	Petrol	Automatic	3.3	91,039	49,074	504	Low
M3	2,015	North America	White	Electric	Automatic	4.1	89,276	47,296	4,434	Low
i3	2,012	North America	Black	Hybrid	Manual	4.2	175,512	105,606	6,921	Low
5 Series	2,016	Middle East	Silver	Diesel	Manual	4.8	82,119	92,968	7,243	High
X3	2,024	Asia	Grey	Hybrid	Manual	1.9	152,830	85,240	3,083	Low
i8	2,022	Asia	Red	Diesel	Manual	2.2	131,406	98,854	1,337	Low
3 Series	2,014	Asia	Grey	Diesel	Automatic	3.4	92,968	104,912	9,680	High
i3	2,017	Middle East	Blue	Diesel	Manual	2	94,309	118,487	7,371	High
X6	2,017	North America	Silver	Diesel	Automatic	1.8	26,063	104,169	1,982	Low
X1	2,021	Europe	Red	Diesel	Automatic	3.8	151,942	43,447	3,325	Low
3 Series	2,018	North America	Red	Diesel	Automatic	4	22,382	48,826	1,280	Low
i8	2,015	Europe	Red	Hybrid	Manual	4.5	61,158	56,501	2,984	Low
i8	2,013	Asia	Blue	Diesel	Automatic	4.7	100,397	109,101	5,762	Low
3 Series	2,022	Asia	Silver	Diesel	Manual	3	177,839	52,928	7,455	High
i3	2,011	Middle East	Red	Hybrid	Manual	4.9	130,648	39,917	1,943	Low
i3	2,012	Europe	Blue	Diesel	Automatic	1.6	13,757	92,303	2,186	Low
X6	2,014	Europe	Black	Electric	Manual	4.5	101,487	69,618	4,572	Low
i8	2,017	Asia	White	Hybrid	Automatic	2.6	136,352	78,993	9,171	High
X6	2,021	Africa	Black	Hybrid	Manual	4.7	22,109	50,812	8,010	High
X3	2,019	Africa	White	Electric	Manual	2.3	94,904	67,334	2,925	Low
M5	2,011	Asia	Grey	Electric	Automatic	4.1	87,275	90,428	3,633	Low
5 Series	2,014	Africa	Grey	Hybrid	Automatic	3	8,609	32,263	8,924	High
3 Series	2,023	Asia	White	Electric	Manual	2.8	163,273	110,329	4,074	Low
X1	2,018	Asia	Red	Diesel	Manual	1.7	18,214	35,148	5,739	Low
5 Series	2,011	Middle East	Grey	Petrol	Manual	4	24,313	90,251	4,704	Low

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