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
X6	2,022	Africa	Black	Diesel	Manual	1.7	168,684	80,677	5,575	Low
M3	2,011	Middle East	Blue	Diesel	Manual	3.4	152,228	34,684	2,174	Low
7 Series	2,011	North America	Silver	Hybrid	Manual	2.4	32,331	39,107	3,694	Low
i8	2,024	North America	White	Petrol	Manual	4.4	56,692	66,926	9,837	High
i8	2,016	Africa	Black	Diesel	Manual	2.7	58,594	55,669	5,225	Low
X1	2,022	Middle East	Black	Petrol	Manual	4	144,927	40,155	9,256	High
3 Series	2,010	Middle East	Grey	Hybrid	Manual	3.4	171,521	57,276	6,101	Low
X3	2,016	South America	Black	Diesel	Automatic	3.4	170,385	36,560	5,669	Low
i8	2,023	South America	Grey	Electric	Manual	4.5	169,070	74,658	6,628	Low
M5	2,021	South America	Red	Diesel	Manual	3.1	156,815	79,068	2,669	Low
X1	2,023	Middle East	Black	Petrol	Automatic	4.5	94,553	71,142	8,697	High
5 Series	2,021	Africa	Grey	Electric	Manual	2.8	194,820	36,707	4,419	Low
M3	2,023	Europe	White	Electric	Automatic	2.1	158,863	119,902	3,935	Low
X1	2,010	Middle East	Grey	Diesel	Automatic	3.1	139,371	109,274	2,342	Low
3 Series	2,023	North America	Red	Petrol	Manual	3.2	169,295	97,926	1,731	Low
i8	2,015	Africa	White	Petrol	Manual	3.2	107,018	40,633	4,742	Low
5 Series	2,012	Africa	Blue	Diesel	Manual	4.3	114,183	83,353	6,833	Low
M3	2,017	Africa	Red	Petrol	Automatic	3.5	77,620	87,135	5,187	Low
X1	2,015	North America	Red	Hybrid	Manual	4.6	87,355	66,035	7,991	High
X6	2,020	Africa	Silver	Electric	Manual	3.3	133,327	34,941	379	Low
i3	2,011	Asia	Black	Electric	Automatic	2.3	57,862	112,300	5,529	Low
X6	2,017	Asia	Black	Petrol	Automatic	2	180,955	108,196	6,998	Low
X6	2,014	South America	Silver	Diesel	Manual	4.5	30,337	80,427	6,079	Low
M3	2,017	North America	White	Petrol	Automatic	1.7	12,146	41,702	9,318	High
X5	2,017	Asia	Black	Diesel	Automatic	1.9	67,426	55,641	2,828	Low
M5	2,015	Middle East	Blue	Hybrid	Manual	1.7	188,446	94,508	6,368	Low
5 Series	2,011	Asia	Black	Hybrid	Automatic	3	122,634	82,702	8,447	High
X1	2,017	Europe	Silver	Diesel	Manual	3.4	173,288	69,131	2,266	Low
X3	2,024	South America	Blue	Hybrid	Manual	1.6	175,050	99,662	1,961	Low
7 Series	2,024	Asia	Silver	Electric	Automatic	3.3	65,596	86,645	5,345	Low
i8	2,020	Africa	Red	Petrol	Automatic	2.9	111,288	51,991	2,682	Low
3 Series	2,015	Africa	Red	Diesel	Manual	4.2	188,509	36,150	7,314	High
M5	2,015	Asia	Black	Electric	Manual	4.4	192,093	41,679	7,741	High
X3	2,017	Europe	Blue	Petrol	Automatic	3.9	1,824	113,353	289	Low
i8	2,010	North America	White	Hybrid	Automatic	3.2	34,955	79,960	9,125	High
3 Series	2,011	Middle East	Blue	Electric	Automatic	2.3	182,729	75,098	3,129	Low
7 Series	2,021	Asia	Grey	Hybrid	Manual	4.5	74,934	68,173	6,103	Low
i8	2,021	Middle East	Black	Petrol	Automatic	2.7	197,611	113,976	4,328	Low
X1	2,018	Asia	Silver	Petrol	Manual	2.7	169,709	37,571	4,536	Low
X1	2,020	Europe	Grey	Diesel	Automatic	4.7	49,450	42,275	5,413	Low
5 Series	2,021	Asia	Black	Diesel	Automatic	4.9	128,963	45,811	4,978	Low
X3	2,017	North America	White	Diesel	Manual	4.6	189,033	110,920	1,585	Low
M5	2,021	Europe	Blue	Diesel	Automatic	5	129,143	67,924	7,293	High
M3	2,016	Asia	Black	Hybrid	Manual	4.5	33,264	48,843	619	Low
M3	2,016	Asia	Grey	Petrol	Manual	4	171,488	99,193	9,633	High
5 Series	2,014	South America	White	Electric	Manual	2.5	192,101	116,459	6,643	Low
7 Series	2,011	South America	Grey	Hybrid	Automatic	4.8	105,822	114,155	2,761	Low
7 Series	2,020	North America	Red	Petrol	Automatic	4.6	65,758	37,315	1,785	Low
7 Series	2,015	Asia	White	Electric	Manual	2.3	144,644	101,421	6,932	Low
X1	2,019	Africa	Silver	Diesel	Automatic	3.2	157,652	35,327	9,371	High
i8	2,012	South America	Grey	Electric	Automatic	1.7	96,785	108,404	1,343	Low
3 Series	2,013	Middle East	White	Hybrid	Manual	4.8	83,075	80,039	9,849	High
i8	2,022	Europe	Grey	Diesel	Manual	3.5	117,681	54,967	6,168	Low
X6	2,019	Africa	Grey	Petrol	Automatic	2.4	190,099	33,788	8,189	High
M3	2,021	Middle East	Silver	Petrol	Manual	2.5	64,751	52,485	1,452	Low
i3	2,020	Middle East	Black	Electric	Manual	4.9	161,333	59,788	9,775	High
X6	2,011	Asia	Silver	Electric	Automatic	3.7	98,331	46,491	688	Low
3 Series	2,023	Middle East	Black	Petrol	Automatic	3	14,574	47,047	3,125	Low
X6	2,011	Middle East	White	Diesel	Automatic	3.2	8,268	99,077	2,246	Low
X5	2,021	Asia	Black	Hybrid	Automatic	1.8	74,641	90,114	9,637	High
7 Series	2,017	Europe	Red	Hybrid	Automatic	1.8	33,184	109,896	3,174	Low
7 Series	2,017	Asia	White	Electric	Automatic	3.6	43,235	60,063	9,309	High
X1	2,019	Middle East	Red	Electric	Manual	3.3	147,993	49,671	5,961	Low
X1	2,015	Asia	Black	Hybrid	Automatic	2.8	194,712	85,551	8,080	High
5 Series	2,022	Europe	Silver	Petrol	Manual	3.5	79,959	96,067	5,418	Low
5 Series	2,014	Europe	Silver	Hybrid	Automatic	1.8	20,125	37,476	3,207	Low
X5	2,017	South America	White	Electric	Automatic	4.8	64,041	67,363	2,941	Low
M5	2,013	North America	Red	Diesel	Manual	2.5	126,027	115,104	1,337	Low
5 Series	2,020	South America	Black	Electric	Manual	1.8	145,643	44,828	9,310	High
X1	2,013	Middle East	Silver	Electric	Manual	2.1	180,474	108,868	181	Low
M5	2,014	Asia	Grey	Diesel	Manual	1.8	11,662	30,284	9,735	High
M5	2,010	Africa	Grey	Diesel	Automatic	2.1	159,450	56,429	8,765	High
X1	2,010	North America	Grey	Diesel	Automatic	3	111,708	75,127	8,219	High
X5	2,011	South America	Red	Electric	Manual	4.1	47,425	43,985	3,618	Low
i3	2,023	North America	White	Diesel	Manual	2.5	105,998	48,222	3,178	Low
X6	2,017	Asia	Silver	Diesel	Manual	3	122,552	109,401	5,468	Low
X1	2,016	Europe	Blue	Hybrid	Automatic	4.8	111,009	58,680	2,205	Low
3 Series	2,024	Africa	White	Electric	Automatic	2.5	26,119	103,423	8,278	High
X1	2,024	Asia	White	Diesel	Manual	4.3	198,329	48,425	9,597	High
X1	2,019	Africa	White	Diesel	Automatic	2.1	13,376	85,133	3,436	Low
i3	2,018	Africa	Grey	Diesel	Manual	2.1	159,999	61,460	1,286	Low
i3	2,014	Middle East	White	Electric	Automatic	3.1	159,886	35,126	9,232	High
i8	2,011	South America	Red	Diesel	Automatic	2.3	94,403	71,464	2,447	Low
5 Series	2,016	North America	Red	Diesel	Manual	4.7	182,722	83,954	3,181	Low
3 Series	2,024	Middle East	Black	Hybrid	Automatic	1.7	80,876	60,961	795	Low
X6	2,017	South America	Grey	Diesel	Automatic	3.6	15,913	96,544	2,735	Low
5 Series	2,021	Europe	Black	Diesel	Manual	3.6	81,025	83,351	7,113	High
M3	2,016	Europe	Black	Electric	Automatic	1.7	187,794	93,733	4,938	Low
M5	2,023	Africa	White	Electric	Manual	4.1	61,330	104,082	5,929	Low
i3	2,016	Middle East	Black	Petrol	Automatic	3.1	16,744	102,953	4,819	Low
X3	2,021	South America	White	Diesel	Automatic	4	100,435	33,767	9,158	High
M3	2,024	South America	Red	Diesel	Manual	4.4	92,848	98,644	9,929	High
M3	2,023	Africa	Black	Petrol	Automatic	2.6	188,663	76,661	8,986	High
M5	2,014	North America	Blue	Petrol	Automatic	3.2	54,457	116,198	1,517	Low
X3	2,011	Asia	Blue	Petrol	Manual	2.4	89,508	117,459	6,678	Low
X6	2,015	Europe	White	Electric	Manual	2.2	91,928	114,598	5,338	Low
X5	2,013	South America	White	Petrol	Automatic	1.5	169,830	77,753	3,518	Low
i3	2,019	North America	Blue	Diesel	Automatic	4.9	43,477	112,380	7,029	High
5 Series	2,011	Africa	Red	Hybrid	Automatic	3	129,953	68,630	9,935	High
5 Series	2,021	Europe	White	Electric	Automatic	1.5	178,005	37,346	3,944	Low

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