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	2,018	North America	White	Hybrid	Manual	4.1	18,353	42,296	1,129	Low
i3	2,021	South America	Red	Hybrid	Manual	4.2	26,098	47,901	5,156	Low
i3	2,021	Europe	Black	Hybrid	Automatic	2.6	73,641	79,965	8,711	High
i8	2,024	North America	White	Electric	Manual	3.1	92,975	113,067	5,163	Low
M3	2,017	South America	Black	Diesel	Manual	4.6	81,714	92,421	5,140	Low
X3	2,016	South America	Silver	Electric	Automatic	4.3	18,023	39,534	1,126	Low
i3	2,023	Africa	Silver	Hybrid	Manual	3.9	160,104	101,610	6,797	Low
7 Series	2,016	Europe	Grey	Electric	Automatic	1.7	34,753	30,766	1,092	Low
M3	2,012	North America	Silver	Diesel	Manual	1.6	121,260	52,449	2,016	Low
X1	2,023	North America	White	Electric	Automatic	2	180,493	51,563	5,860	Low
i8	2,015	Asia	Silver	Electric	Automatic	3.5	158,896	55,797	3,808	Low
3 Series	2,022	South America	Red	Diesel	Manual	3.4	112,539	94,811	4,841	Low
X3	2,022	Asia	Silver	Hybrid	Manual	4.8	32,569	87,172	118	Low
M3	2,014	Asia	White	Petrol	Manual	3.9	130,814	89,078	8,242	High
i8	2,010	Europe	Grey	Petrol	Manual	2.5	22,693	112,995	1,344	Low
M3	2,020	South America	Black	Hybrid	Manual	2.1	1,179	89,273	6,118	Low
i8	2,012	Africa	Blue	Electric	Automatic	4.5	27,148	94,558	6,182	Low
i3	2,022	Africa	Blue	Hybrid	Manual	3.1	48,632	56,171	131	Low
M3	2,021	South America	Red	Petrol	Manual	3.8	57,580	33,105	3,984	Low
i3	2,010	Asia	Blue	Petrol	Automatic	3.5	121,086	115,531	7,040	High
5 Series	2,013	Africa	Silver	Electric	Manual	1.9	91,006	60,945	7,141	High
7 Series	2,019	Asia	Blue	Diesel	Manual	1.7	4,782	88,568	2,099	Low
i3	2,012	Asia	Silver	Petrol	Manual	2.8	40,210	53,284	5,250	Low
3 Series	2,020	Asia	Silver	Electric	Manual	2.8	155,873	108,392	3,956	Low
X6	2,013	Asia	Blue	Diesel	Automatic	3.9	188,136	35,752	3,475	Low
X3	2,018	Africa	Silver	Hybrid	Manual	3.7	93,802	93,257	5,538	Low
i3	2,012	Middle East	Grey	Electric	Automatic	4.9	934	50,305	236	Low
M5	2,021	North America	Red	Electric	Manual	4.5	49,534	99,758	1,881	Low
X5	2,015	North America	Black	Hybrid	Manual	3.2	192,703	78,073	3,635	Low
X1	2,015	Europe	Black	Petrol	Manual	3.3	127,326	113,121	4,315	Low
3 Series	2,016	Middle East	White	Petrol	Manual	3.9	84,786	44,503	2,599	Low
i8	2,018	Middle East	Blue	Diesel	Manual	1.9	57,536	69,068	5,832	Low
i8	2,021	South America	Grey	Electric	Manual	5	164,465	38,589	7,846	High
M5	2,016	Europe	Red	Petrol	Manual	3.3	143,573	118,508	8,934	High
5 Series	2,023	South America	Grey	Petrol	Automatic	4.7	59,631	85,845	3,259	Low
i8	2,010	Asia	Red	Hybrid	Manual	4.9	90,049	93,495	4,180	Low
i3	2,024	South America	Red	Electric	Manual	3.5	87,401	67,449	9,226	High
5 Series	2,017	Asia	Grey	Hybrid	Manual	1.9	89,821	86,274	6,129	Low
M5	2,014	Europe	Red	Electric	Automatic	3.5	109,968	51,926	6,306	Low
5 Series	2,018	Asia	Blue	Petrol	Automatic	3.6	42,147	89,901	9,558	High
M3	2,019	South America	Silver	Hybrid	Manual	4.3	67,251	31,699	6,162	Low
X1	2,022	South America	Silver	Diesel	Automatic	1.7	1,805	98,275	8,831	High
X3	2,024	Asia	Black	Electric	Manual	3.1	182,032	35,365	5,851	Low
5 Series	2,021	Asia	Grey	Hybrid	Automatic	4.7	100,891	88,032	8,483	High
i8	2,014	Africa	White	Petrol	Automatic	5	100,229	66,795	2,248	Low
5 Series	2,014	South America	Grey	Petrol	Automatic	2.2	129,416	51,265	5,080	Low
3 Series	2,024	Africa	Red	Hybrid	Automatic	4.5	6,983	72,014	5,572	Low
5 Series	2,021	Europe	Red	Diesel	Automatic	2	27,694	73,755	2,766	Low
i3	2,021	Middle East	Black	Hybrid	Manual	4.4	125,685	34,155	5,702	Low
3 Series	2,023	Africa	White	Electric	Manual	2.5	157,637	63,068	3,096	Low
X6	2,011	North America	Blue	Hybrid	Automatic	4.9	181,716	39,895	4,002	Low
M5	2,021	North America	Silver	Hybrid	Automatic	3.9	15,270	105,258	2,182	Low
5 Series	2,020	Middle East	Red	Hybrid	Automatic	2.9	16,842	54,430	7,568	High
M5	2,012	South America	Silver	Electric	Automatic	2.5	45,662	73,740	5,812	Low
X5	2,019	Middle East	Red	Diesel	Automatic	2.3	198,735	69,905	3,658	Low
X6	2,018	Asia	Blue	Electric	Manual	3.9	120,907	75,892	4,219	Low
X1	2,016	Africa	Grey	Diesel	Automatic	4.6	159,389	51,982	3,713	Low
i8	2,010	Asia	Red	Electric	Manual	4.1	181,144	56,694	183	Low
X1	2,012	South America	Red	Diesel	Automatic	4.4	198,210	89,377	3,902	Low
M5	2,021	Africa	Black	Hybrid	Automatic	4.2	153,424	77,470	7,073	High
M5	2,011	Africa	Silver	Petrol	Automatic	4.9	79,028	44,037	8,672	High
M3	2,010	Asia	Black	Electric	Automatic	4.2	177,987	75,950	3,454	Low
i8	2,018	North America	Red	Diesel	Manual	2.2	68,677	35,023	9,804	High
5 Series	2,017	Asia	Blue	Electric	Manual	4.3	129,073	114,674	3,982	Low
X5	2,024	North America	Black	Hybrid	Manual	2.6	92,783	75,290	4,872	Low
3 Series	2,014	Europe	Blue	Electric	Manual	5	31,502	118,758	7,412	High
3 Series	2,020	Middle East	Silver	Diesel	Automatic	2.8	81,311	100,030	2,855	Low
i3	2,021	South America	Blue	Hybrid	Automatic	2.5	105,684	70,508	5,317	Low
3 Series	2,011	Europe	Silver	Electric	Manual	2.3	6,071	74,519	5,616	Low
5 Series	2,010	Middle East	Black	Hybrid	Manual	3.8	67,451	40,773	9,404	High
i8	2,016	South America	Red	Hybrid	Automatic	1.9	151,663	101,570	9,849	High
M5	2,022	Middle East	Red	Electric	Manual	4.8	165,570	47,115	175	Low
X1	2,020	Europe	White	Petrol	Manual	2.5	36,760	69,185	9,723	High
X5	2,020	Asia	Blue	Electric	Manual	2.5	168,602	70,693	5,861	Low
3 Series	2,024	North America	Black	Diesel	Manual	1.7	50,262	32,876	1,395	Low
i8	2,011	Africa	Grey	Diesel	Manual	2.4	1,288	49,980	8,969	High
7 Series	2,010	North America	Grey	Hybrid	Manual	3	15,114	36,822	8,860	High
X6	2,011	North America	Blue	Diesel	Manual	2.8	31,622	79,601	9,561	High
X6	2,016	South America	Blue	Diesel	Manual	2.5	8,460	81,884	9,202	High
3 Series	2,016	Africa	Red	Diesel	Automatic	1.6	171,974	45,650	1,391	Low
7 Series	2,019	Asia	Grey	Hybrid	Manual	2.6	102,889	117,901	3,642	Low
i8	2,015	Europe	Silver	Diesel	Automatic	4.2	159,022	99,408	2,116	Low
i3	2,014	Africa	Grey	Petrol	Automatic	3	67,148	55,033	4,547	Low
X3	2,012	Europe	White	Electric	Manual	2.5	190,339	107,073	6,160	Low
X1	2,023	Asia	White	Diesel	Automatic	2.6	145,194	38,414	9,530	High
7 Series	2,021	South America	Red	Hybrid	Automatic	3.4	26,648	94,832	4,699	Low
M3	2,012	Middle East	Silver	Diesel	Automatic	2.6	41,171	85,984	9,219	High
M5	2,020	Africa	Red	Electric	Manual	3.7	69,960	92,726	3,977	Low
X3	2,022	Middle East	Grey	Petrol	Manual	5	104,984	50,462	5,073	Low
i3	2,021	Africa	White	Petrol	Automatic	1.6	38,628	99,944	8,296	High
X5	2,018	Europe	Silver	Electric	Automatic	2.1	36,136	94,851	7,315	High
X6	2,013	North America	Black	Petrol	Automatic	2.1	36,690	57,184	9,705	High
7 Series	2,018	Middle East	White	Diesel	Automatic	3.1	187,275	111,831	181	Low
3 Series	2,013	Europe	White	Petrol	Manual	1.6	13,308	57,403	2,087	Low
M5	2,011	Asia	Silver	Petrol	Manual	3.2	97,954	50,117	9,042	High
M5	2,024	North America	Grey	Electric	Automatic	4.8	173,891	56,120	3,860	Low
X6	2,013	Africa	Silver	Petrol	Automatic	1.5	55	102,652	5,657	Low
X1	2,015	Middle East	Silver	Hybrid	Automatic	2.8	160,210	84,474	5,541	Low
7 Series	2,015	Africa	Red	Electric	Automatic	4.2	3,889	108,541	2,472	Low
7 Series	2,014	Middle East	Red	Diesel	Manual	2	81,963	117,033	3,473	Low

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