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
X1	2,014	Europe	Blue	Hybrid	Manual	3.1	48,040	77,484	9,106	High
3 Series	2,016	Europe	White	Electric	Automatic	4.7	149,253	71,328	3,222	Low
X5	2,016	Africa	White	Electric	Manual	3	146,541	72,024	9,331	High
X5	2,022	Africa	White	Electric	Automatic	3.7	123,227	72,436	5,761	Low
i3	2,024	Middle East	Blue	Diesel	Manual	1.6	17,798	93,997	6,920	Low
5 Series	2,020	South America	Blue	Electric	Manual	1.8	18,642	53,862	6,897	Low
X3	2,022	Africa	Black	Petrol	Manual	1.8	10,590	105,924	5,139	Low
M5	2,013	North America	Grey	Petrol	Manual	4.2	31,068	62,719	1,396	Low
X3	2,022	Europe	Black	Petrol	Manual	2.7	197,678	49,919	491	Low
3 Series	2,016	Africa	Black	Petrol	Automatic	2.3	189,931	71,591	6,640	Low
X5	2,020	Europe	Blue	Diesel	Manual	4.1	127,392	86,328	8,960	High
X1	2,012	Middle East	White	Electric	Automatic	2.1	180,074	42,552	5,542	Low
3 Series	2,015	Europe	Red	Hybrid	Manual	2.4	191,042	89,156	7,342	High
X1	2,021	South America	Grey	Diesel	Automatic	3	37,616	79,927	1,057	Low
M3	2,011	South America	White	Petrol	Automatic	2.7	75,468	39,495	7,431	High
M5	2,019	Europe	Red	Petrol	Automatic	3.5	46,076	38,271	6,150	Low
X3	2,022	North America	Grey	Electric	Manual	2.7	21,607	74,435	9,536	High
X3	2,023	Asia	Blue	Petrol	Automatic	2.9	87,564	103,988	5,141	Low
M3	2,018	Asia	Silver	Electric	Manual	4.5	66,023	73,953	1,659	Low
X3	2,014	South America	White	Hybrid	Manual	4.6	195,047	106,673	4,699	Low
M3	2,015	Africa	Blue	Diesel	Manual	4.4	152,887	42,738	6,588	Low
X3	2,021	Asia	Grey	Hybrid	Manual	4.5	122,956	53,097	1,474	Low
X6	2,021	South America	Blue	Petrol	Automatic	3.5	27,659	60,936	2,428	Low
3 Series	2,021	Asia	White	Hybrid	Manual	3.8	157,700	87,186	5,065	Low
5 Series	2,021	Asia	Black	Diesel	Automatic	3.5	133,836	38,861	9,087	High
3 Series	2,013	Asia	Silver	Hybrid	Automatic	4.2	10,678	33,086	5,817	Low
X1	2,023	Asia	White	Hybrid	Automatic	3.4	84,606	89,868	3,445	Low
X5	2,023	Asia	Silver	Electric	Automatic	1.9	34,635	87,087	3,372	Low
i8	2,020	North America	Blue	Electric	Manual	4.3	191,305	70,057	7,327	High
X3	2,019	Middle East	Grey	Electric	Manual	4.2	17,934	111,173	808	Low
X1	2,016	Middle East	Blue	Diesel	Automatic	4.4	157,249	56,309	3,076	Low
X1	2,021	North America	Grey	Petrol	Automatic	2.2	184,417	76,909	6,636	Low
7 Series	2,018	Asia	Red	Hybrid	Manual	2.5	31,798	58,752	3,606	Low
i8	2,016	North America	Blue	Hybrid	Manual	2.5	145,112	82,447	1,206	Low
X1	2,023	Asia	Silver	Petrol	Manual	3.3	66,862	80,705	7,058	High
i8	2,010	South America	Red	Hybrid	Automatic	2	49,903	92,666	9,368	High
7 Series	2,010	Asia	White	Petrol	Automatic	2.8	28,668	65,268	2,069	Low
i8	2,018	Asia	Red	Petrol	Manual	2.1	61,031	116,846	6,121	Low
X6	2,020	South America	Blue	Diesel	Automatic	2.4	135,437	114,860	9,792	High
X5	2,023	North America	Blue	Hybrid	Manual	4	83,959	43,850	9,612	High
7 Series	2,018	Africa	Silver	Electric	Manual	4.5	198,286	96,859	8,022	High
X6	2,013	Asia	Red	Petrol	Automatic	1.6	74,914	107,293	3,205	Low
M5	2,022	North America	Black	Petrol	Automatic	3.5	56,293	58,700	249	Low
X3	2,018	Africa	Silver	Hybrid	Automatic	1.6	60,574	62,253	7,350	High
X1	2,012	North America	Black	Electric	Manual	1.8	80,289	100,980	3,581	Low
M5	2,016	North America	Silver	Electric	Automatic	4	67,272	78,120	381	Low
M5	2,015	North America	White	Petrol	Manual	4.1	54,534	94,839	3,880	Low
3 Series	2,017	North America	Blue	Petrol	Manual	4.3	86,002	100,678	2,815	Low
5 Series	2,020	Europe	Blue	Diesel	Manual	3.2	165,669	38,170	9,239	High
X1	2,018	Africa	White	Petrol	Automatic	4.5	104,441	79,035	1,036	Low
3 Series	2,023	South America	White	Petrol	Automatic	2.1	190,846	56,836	5,315	Low
M3	2,014	Africa	Black	Hybrid	Manual	2.4	180,096	33,093	2,976	Low
X3	2,010	North America	Black	Electric	Manual	2	191,879	50,319	1,311	Low
X1	2,012	Africa	White	Electric	Automatic	4.3	185,093	108,905	5,952	Low
i8	2,019	Africa	Silver	Hybrid	Manual	2.3	187,214	31,212	3,778	Low
3 Series	2,021	South America	Black	Electric	Automatic	2	162,323	72,641	4,298	Low
5 Series	2,017	Europe	Silver	Electric	Manual	3.7	69,712	82,957	8,127	High
M3	2,024	Africa	White	Hybrid	Manual	1.8	2,655	91,248	8,772	High
X3	2,020	Asia	Silver	Hybrid	Manual	1.7	66,746	113,110	3,430	Low
i3	2,015	Asia	Red	Diesel	Manual	1.9	90,245	34,249	8,483	High
7 Series	2,017	North America	White	Hybrid	Manual	1.5	7,334	77,120	6,825	Low
X1	2,018	Asia	Black	Hybrid	Manual	3.9	13,275	79,969	9,134	High
X1	2,013	South America	Blue	Hybrid	Manual	3.5	128,136	101,839	125	Low
X5	2,010	Africa	Black	Diesel	Automatic	2.2	187,108	105,887	5,236	Low
X5	2,023	South America	White	Diesel	Manual	2.3	162,977	31,112	2,466	Low
7 Series	2,010	South America	Black	Petrol	Manual	4.3	52,940	51,743	4,350	Low
X1	2,019	Europe	White	Hybrid	Automatic	3.3	106,294	102,607	7,920	High
i8	2,013	Europe	Red	Diesel	Manual	3.9	106,314	113,159	113	Low
M3	2,021	Asia	Blue	Diesel	Automatic	3.1	139,850	34,852	2,275	Low
7 Series	2,023	Asia	Blue	Diesel	Automatic	2.3	52,061	96,938	1,714	Low
X5	2,016	North America	White	Petrol	Manual	4.9	88,027	103,663	9,847	High
3 Series	2,011	Asia	Blue	Diesel	Automatic	3.5	196,822	74,108	4,182	Low
M5	2,012	Asia	Black	Electric	Automatic	2	65,212	48,461	3,244	Low
X3	2,010	Middle East	Red	Diesel	Automatic	2.9	35,130	113,525	6,461	Low
M3	2,014	Europe	Blue	Hybrid	Automatic	2.7	129,742	111,245	9,520	High
X3	2,010	South America	Blue	Electric	Automatic	2.2	73,482	61,329	4,579	Low
X5	2,017	Africa	Silver	Petrol	Automatic	4.8	32,268	68,638	7,530	High
X5	2,010	North America	Grey	Diesel	Manual	4.6	53,211	116,928	9,850	High
M3	2,020	South America	Grey	Petrol	Manual	2.2	154,481	100,103	9,122	High
7 Series	2,010	South America	Silver	Hybrid	Manual	2.7	147,526	35,576	1,916	Low
X1	2,011	South America	Blue	Diesel	Manual	4.2	183,658	52,709	3,813	Low
i3	2,011	North America	Grey	Electric	Automatic	2.2	131,725	73,410	6,205	Low
M5	2,021	South America	Black	Electric	Manual	3.6	50,949	40,782	6,688	Low
i3	2,015	Europe	Grey	Electric	Manual	3.9	20,717	79,002	1,402	Low
5 Series	2,016	Middle East	Silver	Petrol	Manual	3.8	135,036	38,344	8,273	High
M3	2,014	Europe	White	Petrol	Manual	4	29,746	103,056	7,577	High
M3	2,010	Europe	Black	Hybrid	Manual	4	87,426	60,458	9,098	High
M5	2,010	Europe	Red	Diesel	Manual	4.9	28,560	32,486	4,427	Low
X5	2,012	North America	White	Diesel	Manual	2.7	68,627	65,633	9,311	High
3 Series	2,023	Africa	Black	Petrol	Manual	4.6	95,366	101,460	3,182	Low
i3	2,011	Africa	White	Diesel	Manual	1.6	97,680	115,240	5,797	Low
X3	2,014	Africa	Red	Diesel	Manual	2.5	198,457	114,845	577	Low
i3	2,021	Europe	White	Hybrid	Automatic	1.7	129,001	105,938	3,288	Low
X3	2,019	South America	Red	Electric	Manual	3.8	171,481	42,383	7,041	High
i8	2,015	Africa	Red	Diesel	Manual	1.9	60,913	43,439	5,284	Low
i8	2,016	Europe	Blue	Petrol	Manual	4.5	191,604	59,627	9,454	High
5 Series	2,013	Asia	Blue	Hybrid	Automatic	3.8	45,722	74,501	6,935	Low
M3	2,016	Middle East	Blue	Electric	Manual	1.6	38,412	81,786	5,058	Low
3 Series	2,020	South America	Grey	Diesel	Manual	4	175,591	64,007	7,793	High
M3	2,017	North America	Silver	Petrol	Manual	4.5	164,356	36,497	2,353	Low

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