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
3 Series	2,018	Asia	Black	Diesel	Automatic	3.4	159,949	118,547	5,384	Low
5 Series	2,019	Africa	Black	Petrol	Automatic	3.2	139,657	59,560	5,233	Low
M5	2,018	North America	Black	Diesel	Automatic	4.8	45,058	58,610	1,344	Low
7 Series	2,013	South America	Red	Electric	Automatic	2.4	339	53,705	7,567	High
3 Series	2,022	Africa	Silver	Diesel	Manual	1.9	145,241	113,054	9,043	High
i8	2,023	Europe	White	Electric	Manual	4.8	158,488	51,258	5,387	Low
i8	2,013	Africa	Black	Electric	Manual	2.2	66,301	110,554	4,098	Low
X1	2,021	Asia	Red	Diesel	Automatic	4.1	61,714	75,851	6,720	Low
7 Series	2,017	North America	Silver	Hybrid	Manual	2.2	170,350	114,519	8,773	High
X6	2,019	North America	Red	Electric	Automatic	4.9	87,739	97,306	3,470	Low
X6	2,024	South America	Black	Electric	Manual	4.3	173,492	45,734	9,512	High
X6	2,013	Africa	Black	Petrol	Manual	4.7	59,061	96,570	7,825	High
M5	2,011	North America	Silver	Petrol	Manual	4.8	137,975	77,883	4,601	Low
7 Series	2,022	Europe	Red	Diesel	Automatic	1.8	84,073	51,929	5,641	Low
X6	2,022	Middle East	Silver	Hybrid	Manual	3	181,829	57,979	6,944	Low
i3	2,023	South America	Grey	Petrol	Automatic	3.8	149,237	107,856	4,489	Low
X5	2,024	Asia	Blue	Electric	Automatic	4.3	163,744	68,164	3,704	Low
i8	2,011	Europe	Red	Electric	Automatic	2.3	159,945	100,685	7,367	High
X6	2,010	North America	Silver	Hybrid	Automatic	4.7	80,666	65,401	5,232	Low
M5	2,014	North America	Red	Electric	Automatic	2.3	68,437	85,808	2,280	Low
M5	2,024	North America	Black	Electric	Automatic	4.5	46,224	119,414	4,994	Low
M5	2,015	Europe	White	Diesel	Automatic	3.3	177,628	67,216	8,997	High
5 Series	2,018	Europe	Blue	Diesel	Automatic	3.3	170,305	95,728	6,699	Low
7 Series	2,014	South America	White	Electric	Manual	2.8	173,207	113,678	1,018	Low
X5	2,022	South America	Black	Hybrid	Manual	1.9	121,751	77,151	6,327	Low
i3	2,015	Europe	Black	Hybrid	Manual	2.7	45,345	86,736	1,515	Low
X6	2,015	Asia	Blue	Hybrid	Manual	3	80,027	46,130	1,468	Low
5 Series	2,012	South America	White	Diesel	Manual	3.2	23,950	118,769	5,678	Low
7 Series	2,021	South America	Grey	Electric	Manual	4.1	199,026	89,495	4,167	Low
X6	2,013	Asia	Grey	Hybrid	Manual	2.7	153,909	47,111	5,431	Low
X3	2,010	South America	Silver	Diesel	Automatic	2.9	86,360	61,432	7,265	High
X6	2,013	South America	Black	Hybrid	Manual	4.7	24,390	95,163	5,830	Low
M5	2,010	Europe	Black	Hybrid	Manual	4.1	34,792	87,626	1,243	Low
i3	2,024	South America	Silver	Electric	Automatic	1.6	128,828	61,556	8,224	High
X5	2,014	South America	Red	Hybrid	Manual	4.3	193,414	59,346	6,979	Low
X6	2,020	Africa	Silver	Electric	Manual	5	37,551	52,169	6,591	Low
X1	2,020	South America	White	Petrol	Automatic	4.8	129,916	59,129	2,036	Low
i8	2,017	Africa	Grey	Diesel	Automatic	4.4	160,501	106,802	982	Low
7 Series	2,017	Africa	Grey	Diesel	Automatic	3.7	113,955	57,084	458	Low
X5	2,014	North America	Black	Electric	Manual	2.5	125,607	68,869	5,683	Low
5 Series	2,023	Asia	Blue	Petrol	Automatic	3.8	120,827	107,460	2,159	Low
M5	2,019	South America	Red	Electric	Manual	3.9	111,861	110,545	9,495	High
i8	2,011	Africa	Grey	Electric	Manual	2.5	44,201	71,013	517	Low
X6	2,021	Africa	Black	Hybrid	Automatic	2.4	190,260	89,161	1,214	Low
3 Series	2,015	Asia	Red	Petrol	Automatic	2.9	138,604	98,105	1,319	Low
M5	2,010	South America	Grey	Hybrid	Manual	3.7	157,973	41,627	9,309	High
3 Series	2,016	North America	Blue	Electric	Manual	2.5	169,675	31,171	6,178	Low
M5	2,020	Middle East	Black	Electric	Automatic	3.4	58,332	52,198	8,814	High
i8	2,013	Europe	Silver	Electric	Automatic	4.6	87,253	116,008	567	Low
i8	2,014	North America	Black	Electric	Manual	2.5	43,185	101,632	5,214	Low
i3	2,015	North America	Blue	Diesel	Automatic	4.9	15,650	76,935	9,651	High
i3	2,020	South America	Red	Hybrid	Manual	3.2	55,961	50,448	6,974	Low
5 Series	2,010	Asia	Black	Petrol	Automatic	1.9	17,544	40,575	9,103	High
7 Series	2,018	Europe	Red	Petrol	Automatic	1.7	65,351	57,694	3,589	Low
i8	2,019	South America	Silver	Diesel	Manual	2.7	38,119	73,236	474	Low
M5	2,013	Europe	White	Diesel	Manual	2.4	123,712	111,584	2,487	Low
3 Series	2,017	North America	White	Diesel	Automatic	4.5	98,779	63,633	1,626	Low
X5	2,014	Europe	Black	Petrol	Automatic	4.1	190,328	77,722	5,297	Low
i8	2,020	Africa	Black	Electric	Manual	4.6	161,325	85,869	4,720	Low
7 Series	2,017	Europe	Blue	Electric	Manual	3.6	41,550	110,007	5,784	Low
5 Series	2,024	Middle East	Blue	Electric	Automatic	3	95,617	34,236	487	Low
X5	2,010	South America	Blue	Petrol	Manual	2.4	125,622	71,004	6,296	Low
X1	2,017	Europe	Grey	Electric	Automatic	3.5	156,341	103,001	959	Low
3 Series	2,020	Asia	Black	Petrol	Automatic	3.7	80,525	56,907	4,646	Low
3 Series	2,022	North America	Silver	Electric	Automatic	2.9	169,004	60,524	8,351	High
i3	2,020	North America	Red	Diesel	Manual	4.8	120,815	70,102	1,369	Low
i8	2,013	Africa	Silver	Petrol	Automatic	3.7	18,472	42,787	4,592	Low
7 Series	2,011	South America	Silver	Hybrid	Automatic	4.4	166,602	66,005	5,202	Low
7 Series	2,020	Africa	Blue	Electric	Automatic	3.7	62,465	53,561	8,142	High
i8	2,015	Middle East	Silver	Petrol	Automatic	2.6	37,765	68,479	4,936	Low
7 Series	2,011	South America	Blue	Diesel	Automatic	4.1	11,994	57,955	4,996	Low
i8	2,014	North America	Red	Diesel	Automatic	2.3	101,125	44,813	4,065	Low
M3	2,011	Middle East	White	Diesel	Automatic	3.6	75,495	115,004	3,483	Low
i8	2,012	North America	White	Petrol	Manual	2.9	116,205	40,856	6,875	Low
M3	2,020	Asia	Grey	Diesel	Manual	2	90,321	39,142	1,801	Low
X3	2,015	South America	Blue	Diesel	Manual	2.9	71,992	117,301	2,371	Low
X1	2,010	North America	Grey	Petrol	Manual	2.6	107,291	90,052	5,278	Low
i8	2,015	Africa	Red	Petrol	Automatic	1.9	110,805	39,471	9,161	High
3 Series	2,012	Europe	Grey	Hybrid	Manual	4.4	83,441	30,276	1,853	Low
i3	2,016	South America	White	Electric	Automatic	3.2	136,399	38,603	5,199	Low
M5	2,011	North America	Black	Diesel	Automatic	2.7	135,944	102,007	9,669	High
i8	2,023	Europe	Black	Petrol	Manual	3.3	60,706	110,740	9,442	High
M3	2,015	Middle East	Blue	Hybrid	Automatic	4.1	63,998	36,590	8,131	High
X5	2,017	South America	Blue	Electric	Automatic	1.6	171,005	75,137	9,500	High
X1	2,024	Asia	White	Petrol	Manual	3.4	51,715	52,547	8,830	High
i8	2,024	South America	Blue	Petrol	Automatic	3.2	124,718	70,139	4,947	Low
M5	2,024	Europe	Black	Diesel	Automatic	4.6	7,500	104,372	4,642	Low
X5	2,010	South America	Blue	Electric	Manual	3.4	193,189	51,142	4,017	Low
X5	2,020	Middle East	Grey	Petrol	Automatic	2	74,254	44,035	634	Low
X5	2,020	Africa	Blue	Diesel	Manual	2.9	172,578	69,048	8,667	High
M3	2,022	Europe	Red	Petrol	Manual	3.7	33,113	47,750	1,719	Low
i8	2,018	Europe	White	Diesel	Automatic	1.7	155,702	92,079	5,352	Low
7 Series	2,014	Asia	Blue	Hybrid	Manual	4.6	68,207	69,944	211	Low
X6	2,014	Asia	Red	Electric	Manual	1.7	78,887	73,111	5,567	Low
i8	2,022	Asia	Silver	Diesel	Automatic	1.6	132,420	98,019	6,747	Low
5 Series	2,021	Africa	Blue	Hybrid	Manual	1.5	152,452	63,692	8,300	High
i3	2,014	Middle East	Red	Diesel	Manual	3.9	188,946	105,866	6,828	Low
3 Series	2,015	Africa	Grey	Hybrid	Automatic	3.1	41,075	47,424	9,040	High
X6	2,011	South America	Black	Electric	Manual	1.9	5,730	101,043	9,633	High
X1	2,015	Africa	White	Petrol	Manual	4.5	11,068	47,602	5,213	Low

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