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	2,010	Middle East	White	Petrol	Automatic	2.2	89,336	58,914	7,465	High
X1	2,019	North America	Grey	Petrol	Automatic	3	2,248	89,282	6,494	Low
M3	2,013	Europe	Silver	Petrol	Automatic	3	145,847	113,287	9,644	High
X5	2,023	Middle East	White	Petrol	Manual	2.9	187,414	65,082	8,756	High
X1	2,019	North America	Grey	Diesel	Automatic	4.7	192,689	51,913	8,858	High
X3	2,014	Africa	Grey	Petrol	Manual	2.7	102,397	67,159	4,197	Low
M5	2,011	South America	Silver	Hybrid	Automatic	1.6	190,033	106,901	3,227	Low
X1	2,014	Middle East	Grey	Diesel	Manual	2.1	53,533	42,302	130	Low
7 Series	2,019	Africa	Red	Diesel	Automatic	4	111,568	54,912	7,574	High
X1	2,024	Africa	Blue	Diesel	Automatic	3.6	70,472	110,077	5,470	Low
7 Series	2,013	Africa	Grey	Hybrid	Manual	4.8	50,819	99,074	5,337	Low
M5	2,017	North America	Black	Hybrid	Automatic	3.9	37,002	66,521	8,144	High
i8	2,010	South America	Red	Electric	Manual	2.2	29,148	116,426	458	Low
M5	2,024	South America	Blue	Diesel	Manual	1.9	9,694	75,023	8,673	High
X6	2,021	North America	Silver	Hybrid	Manual	3.3	17,172	38,055	9,502	High
X1	2,014	North America	Black	Petrol	Manual	3.8	66,947	104,280	5,611	Low
7 Series	2,023	Europe	Black	Diesel	Automatic	2.1	88,178	32,854	9,894	High
X1	2,023	Europe	Silver	Hybrid	Automatic	3.6	24,131	115,751	8,031	High
3 Series	2,020	Africa	Red	Petrol	Manual	4.5	88,291	112,884	7,631	High
M5	2,021	Middle East	Blue	Petrol	Manual	4	74,294	113,483	5,412	Low
7 Series	2,019	Europe	Blue	Petrol	Automatic	3.8	72,152	97,045	6,964	Low
X5	2,010	Middle East	Red	Hybrid	Manual	4.3	103,982	111,034	753	Low
M5	2,019	Europe	Silver	Petrol	Manual	1.9	95,579	99,493	3,675	Low
7 Series	2,019	Asia	Blue	Petrol	Automatic	2.2	195,065	76,822	7,057	High
X3	2,013	Middle East	Red	Petrol	Manual	1.6	110,371	79,570	8,647	High
7 Series	2,017	Europe	Silver	Diesel	Manual	2	163,221	47,868	8,653	High
X5	2,010	South America	Silver	Electric	Automatic	4.7	143,349	36,298	4,537	Low
X3	2,020	Africa	Blue	Diesel	Automatic	2.3	137,133	38,832	2,384	Low
X3	2,024	Asia	Blue	Diesel	Manual	3.8	191,502	49,126	8,320	High
i8	2,011	Middle East	Black	Electric	Automatic	3.9	130,890	62,551	856	Low
M5	2,010	Europe	Grey	Electric	Manual	3.8	94,740	51,750	4,690	Low
X6	2,020	Asia	Black	Petrol	Manual	3.4	78,347	50,843	1,671	Low
X3	2,016	Europe	Red	Petrol	Automatic	3.2	122,801	30,197	9,038	High
X6	2,011	North America	White	Petrol	Automatic	3	101,048	75,066	9,766	High
3 Series	2,010	Africa	White	Hybrid	Manual	4.7	158,221	52,497	5,979	Low
X6	2,024	North America	White	Diesel	Automatic	1.5	116,354	93,142	8,704	High
3 Series	2,021	North America	Black	Diesel	Manual	1.7	56,467	44,853	1,348	Low
X3	2,015	Asia	Grey	Petrol	Automatic	3.2	12,069	44,563	8,197	High
i8	2,015	South America	Silver	Hybrid	Automatic	2.7	75,894	32,671	4,823	Low
X1	2,019	Africa	Black	Hybrid	Manual	2.9	109,154	110,194	820	Low
3 Series	2,011	South America	Grey	Petrol	Automatic	5	148,375	31,855	9,866	High
5 Series	2,024	Africa	Grey	Electric	Automatic	4.2	109,080	115,127	1,971	Low
i3	2,010	Africa	Silver	Hybrid	Manual	4.6	39,105	108,510	5,086	Low
5 Series	2,023	Middle East	Grey	Petrol	Automatic	2.8	95,114	81,342	1,025	Low
3 Series	2,019	North America	Black	Electric	Manual	2.3	188,534	56,871	6,751	Low
7 Series	2,012	Middle East	Red	Electric	Manual	4.2	20,427	82,664	8,236	High
5 Series	2,019	Middle East	Black	Electric	Manual	4.3	196,431	81,251	8,358	High
X6	2,023	Asia	Red	Electric	Manual	3.4	10,454	85,223	3,177	Low
i8	2,014	Europe	Red	Hybrid	Automatic	4.6	38,716	65,872	9,037	High
5 Series	2,015	North America	White	Petrol	Automatic	4.9	113,772	58,489	2,207	Low
X5	2,012	North America	Grey	Petrol	Manual	3.1	20,047	71,842	6,272	Low
M5	2,018	South America	Silver	Electric	Manual	2.3	188,978	54,216	4,850	Low
X6	2,020	North America	Grey	Hybrid	Manual	3.3	5,729	81,907	1,198	Low
7 Series	2,014	Middle East	Silver	Diesel	Automatic	5	168,925	44,476	4,254	Low
X1	2,022	Africa	White	Electric	Manual	2.5	127,491	112,073	1,883	Low
3 Series	2,011	Middle East	Red	Hybrid	Manual	3.7	5,674	36,434	4,202	Low
M5	2,019	South America	Black	Electric	Automatic	3.9	22,889	64,182	6,396	Low
i3	2,015	Africa	Silver	Diesel	Automatic	2.2	197,871	70,758	5,217	Low
5 Series	2,021	Asia	Blue	Petrol	Manual	3.6	90,438	94,392	4,727	Low
M3	2,017	Middle East	Grey	Diesel	Automatic	2.6	175,636	101,141	9,571	High
X1	2,020	Asia	Grey	Electric	Automatic	4.5	71,274	82,496	9,632	High
5 Series	2,015	Europe	Red	Hybrid	Manual	4	156,583	46,178	4,096	Low
X5	2,013	Middle East	Grey	Electric	Manual	4.4	38,753	86,552	1,175	Low
5 Series	2,015	Asia	Silver	Petrol	Automatic	2.2	100,967	113,254	3,075	Low
X3	2,017	Asia	Black	Petrol	Manual	1.6	32,559	104,708	2,336	Low
i8	2,017	Middle East	Silver	Petrol	Manual	4.5	82,404	107,791	4,808	Low
7 Series	2,022	North America	White	Diesel	Manual	2.9	164,103	59,711	1,346	Low
7 Series	2,019	North America	Black	Petrol	Manual	2.1	178,305	33,107	4,296	Low
7 Series	2,011	Europe	White	Diesel	Manual	1.8	64,439	43,575	7,669	High
X1	2,017	Asia	Black	Electric	Automatic	3.3	175,251	36,356	3,260	Low
7 Series	2,015	Africa	Black	Electric	Automatic	2	131,064	99,820	1,309	Low
5 Series	2,011	Middle East	Black	Diesel	Manual	3.5	41,346	98,678	2,429	Low
i8	2,010	Europe	Blue	Petrol	Manual	4	153,402	40,644	372	Low
7 Series	2,015	Europe	White	Petrol	Manual	3.4	182,381	116,916	2,870	Low
M3	2,022	Asia	Red	Diesel	Automatic	4.7	159,117	62,388	7,557	High
X1	2,016	South America	Blue	Hybrid	Manual	2	41,922	64,984	5,253	Low
M5	2,023	North America	Blue	Electric	Manual	3.2	62,652	101,579	8,215	High
X1	2,023	Europe	Silver	Diesel	Automatic	2.1	51,611	77,162	2,433	Low
7 Series	2,019	North America	Red	Hybrid	Automatic	4.6	184,861	89,139	1,621	Low
X1	2,014	Middle East	Red	Electric	Automatic	4.8	198,282	114,791	753	Low
X6	2,023	Europe	Silver	Petrol	Automatic	2.9	141,902	78,979	7,848	High
X1	2,019	Asia	Red	Petrol	Automatic	2.6	162,192	96,084	2,445	Low
X6	2,017	Middle East	Silver	Electric	Automatic	2.5	11,118	84,627	3,456	Low
i3	2,020	Africa	Grey	Diesel	Automatic	4.5	168,905	82,903	8,645	High
i8	2,022	Middle East	Blue	Diesel	Automatic	3.9	120,687	83,733	4,330	Low
X6	2,021	Africa	Silver	Electric	Manual	4.6	140,303	105,656	2,072	Low
M3	2,018	Middle East	Red	Petrol	Automatic	1.9	14,353	36,439	7,642	High
3 Series	2,013	South America	Black	Diesel	Automatic	3.2	130,781	62,994	6,417	Low
X6	2,016	Middle East	Blue	Diesel	Automatic	3.9	10,284	105,167	8,555	High
X5	2,017	Asia	White	Hybrid	Manual	4.6	31,779	113,065	8,308	High
X3	2,022	Asia	Black	Hybrid	Manual	2.8	133,026	75,344	4,443	Low
i3	2,015	Africa	Black	Electric	Manual	2.6	55,742	101,642	8,381	High
i3	2,011	Middle East	Silver	Petrol	Manual	4.7	88,280	92,523	3,297	Low
5 Series	2,016	South America	White	Diesel	Manual	1.7	168,811	109,079	4,704	Low
X6	2,022	North America	White	Electric	Manual	3.2	104,112	48,784	6,853	Low
i8	2,018	South America	White	Diesel	Automatic	3.1	184,379	55,571	5,951	Low
M5	2,014	South America	Blue	Hybrid	Manual	2	120,837	119,175	5,861	Low
5 Series	2,024	South America	Silver	Diesel	Manual	2.9	50,968	116,569	9,702	High
i8	2,011	Africa	White	Petrol	Manual	4	103,325	68,965	5,229	Low
3 Series	2,013	Asia	Red	Hybrid	Automatic	2.8	93,210	45,626	1,420	Low

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