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	2,024	Middle East	Silver	Diesel	Manual	2.3	194,906	76,882	5,310	Low
5 Series	2,017	Africa	Silver	Hybrid	Manual	2.6	139,939	74,315	8,584	High
i3	2,024	Middle East	Blue	Electric	Manual	2.6	195,144	102,725	5,294	Low
3 Series	2,020	Europe	Blue	Diesel	Manual	4.3	70,670	69,164	2,662	Low
i8	2,011	Asia	Silver	Hybrid	Automatic	1.8	124,653	94,562	5,937	Low
5 Series	2,016	Europe	Black	Electric	Manual	3.1	108,292	111,541	7,641	High
M3	2,021	Africa	Blue	Electric	Automatic	3	181,723	82,759	9,077	High
3 Series	2,015	Europe	Silver	Electric	Automatic	1.8	145,934	118,643	7,072	High
i8	2,013	Europe	Red	Diesel	Automatic	2.9	23,651	51,805	6,172	Low
3 Series	2,016	Africa	Blue	Diesel	Automatic	3.3	124,629	112,127	9,068	High
7 Series	2,023	Asia	Blue	Electric	Automatic	1.7	100,996	91,382	2,012	Low
7 Series	2,022	Middle East	Grey	Petrol	Automatic	3.3	63,317	92,854	3,947	Low
7 Series	2,013	Middle East	Black	Electric	Automatic	4.9	196,240	100,692	3,623	Low
5 Series	2,011	Asia	Blue	Petrol	Automatic	4.9	186,261	93,996	1,941	Low
i3	2,019	Middle East	Red	Petrol	Manual	3.4	114,772	32,371	612	Low
X3	2,021	North America	Silver	Electric	Manual	3.3	101,997	69,547	7,004	High
5 Series	2,016	Africa	Blue	Electric	Manual	2.5	115,903	108,230	2,118	Low
i8	2,017	Europe	Black	Diesel	Manual	5	116,379	61,285	464	Low
X5	2,011	North America	Grey	Diesel	Manual	2.5	13,531	47,078	9,738	High
7 Series	2,014	Middle East	Red	Hybrid	Automatic	3.1	93,776	79,748	7,288	High
M5	2,010	Asia	Blue	Hybrid	Manual	1.5	4,434	70,842	910	Low
X1	2,016	North America	Black	Electric	Automatic	2.7	176,620	119,935	8,862	High
3 Series	2,017	South America	Black	Electric	Automatic	1.8	168,492	62,660	9,539	High
X6	2,022	North America	Black	Diesel	Manual	4.1	68,385	40,030	2,563	Low
X1	2,015	Middle East	Blue	Diesel	Manual	3.5	106,222	70,939	262	Low
X5	2,014	South America	Silver	Diesel	Manual	3.5	114,208	76,458	1,496	Low
M5	2,024	Europe	Black	Petrol	Manual	2.5	78,958	97,966	557	Low
i3	2,015	Europe	Red	Hybrid	Manual	4.4	138,127	76,453	4,547	Low
M3	2,024	Asia	White	Petrol	Automatic	1.5	191,530	100,690	1,207	Low
X1	2,011	Africa	Silver	Electric	Manual	2.7	77,244	70,878	1,066	Low
X1	2,010	North America	Black	Electric	Automatic	3.8	55,389	51,807	5,989	Low
M5	2,016	Europe	White	Petrol	Automatic	4.7	15,674	115,785	2,623	Low
X6	2,016	Middle East	Red	Hybrid	Automatic	2.3	96,383	57,420	9,431	High
X3	2,019	North America	Blue	Hybrid	Automatic	3.4	167,315	86,762	1,093	Low
X3	2,020	South America	Blue	Petrol	Automatic	3.4	4,213	85,140	6,265	Low
i3	2,019	Asia	Black	Hybrid	Manual	4.6	10,494	100,791	8,237	High
M5	2,023	Europe	White	Electric	Manual	1.7	188,063	65,880	250	Low
X3	2,011	North America	Black	Petrol	Automatic	3	57,748	64,176	8,246	High
5 Series	2,011	South America	Black	Diesel	Automatic	2.1	135,213	44,751	9,163	High
7 Series	2,010	Middle East	White	Diesel	Manual	1.6	18,932	95,184	9,423	High
X3	2,019	Africa	Silver	Petrol	Manual	2	129,278	81,900	4,577	Low
X3	2,017	Middle East	Grey	Electric	Automatic	4.9	61,936	38,632	1,497	Low
5 Series	2,024	Middle East	Silver	Diesel	Manual	2.3	26,487	47,431	9,581	High
X3	2,017	Asia	Silver	Electric	Manual	4.8	127,097	82,602	7,074	High
M5	2,010	Middle East	Black	Diesel	Manual	2.2	107,393	33,425	1,087	Low
i3	2,021	Africa	Blue	Electric	Automatic	4.8	55,765	114,809	7,453	High
3 Series	2,020	Europe	Blue	Hybrid	Manual	3.8	144,070	98,913	735	Low
i8	2,017	South America	Black	Hybrid	Manual	1.9	171,369	111,305	4,529	Low
X6	2,018	Europe	Red	Electric	Automatic	3.5	199,881	52,704	4,176	Low
X5	2,023	North America	White	Diesel	Automatic	2.6	56,243	119,036	6,768	Low
i8	2,013	Europe	Grey	Diesel	Manual	2.8	96,872	102,415	3,389	Low
M5	2,010	Europe	Grey	Hybrid	Automatic	3	103,100	60,475	8,124	High
i3	2,010	Middle East	Grey	Hybrid	Manual	3	93,523	63,705	4,096	Low
i8	2,012	South America	Blue	Petrol	Manual	3.8	38,297	50,864	485	Low
7 Series	2,024	Africa	Grey	Hybrid	Manual	4.2	177,149	81,866	7,494	High
X6	2,023	South America	Black	Electric	Manual	2.7	80,974	61,057	3,531	Low
i3	2,014	South America	White	Hybrid	Manual	4.7	83,944	102,649	6,095	Low
M3	2,014	Asia	Red	Petrol	Automatic	4.8	161,885	73,839	8,727	High
3 Series	2,018	Asia	Red	Hybrid	Manual	1.6	147,211	76,800	3,097	Low
X6	2,019	North America	Silver	Hybrid	Manual	1.6	75,902	54,787	9,292	High
M5	2,023	South America	Red	Petrol	Manual	3	126,081	82,657	9,663	High
X1	2,021	Europe	Silver	Petrol	Manual	3.6	133,833	60,897	9,452	High
3 Series	2,011	Asia	White	Hybrid	Manual	2.5	93,274	107,776	3,335	Low
X1	2,011	South America	Red	Hybrid	Automatic	2.4	140,663	117,508	7,526	High
i3	2,015	Europe	Silver	Electric	Manual	3.9	49,172	55,257	391	Low
i8	2,024	Europe	Black	Electric	Manual	3.6	150,582	61,402	9,384	High
X1	2,018	Asia	Black	Diesel	Manual	2.1	50,063	32,164	4,221	Low
5 Series	2,010	South America	Grey	Electric	Manual	4.6	91,172	49,676	3,953	Low
3 Series	2,018	North America	Black	Hybrid	Manual	3.9	167,852	59,804	9,916	High
X3	2,018	Africa	White	Petrol	Automatic	2.8	95,317	93,152	8,018	High
X6	2,022	Asia	Red	Petrol	Manual	3.9	8,872	104,575	5,798	Low
M5	2,018	North America	Grey	Diesel	Automatic	1.9	6,421	92,850	8,419	High
7 Series	2,014	South America	Black	Diesel	Manual	3.1	62,000	62,190	3,409	Low
3 Series	2,022	Europe	Red	Hybrid	Manual	2.1	45,008	77,371	5,895	Low
M5	2,024	North America	Red	Electric	Automatic	1.6	41,616	33,592	5,711	Low
X3	2,018	Middle East	Blue	Electric	Automatic	2.7	151,961	114,656	300	Low
X5	2,020	North America	White	Diesel	Automatic	2	68,708	77,481	8,537	High
3 Series	2,013	Europe	Red	Petrol	Automatic	3.7	199,461	40,814	576	Low
3 Series	2,011	Middle East	Grey	Diesel	Automatic	3.9	132,517	107,579	5,926	Low
X6	2,022	Middle East	Red	Electric	Automatic	2	53,032	35,603	2,997	Low
X1	2,015	North America	Black	Petrol	Manual	1.6	62,076	110,725	3,236	Low
X5	2,023	Europe	Black	Hybrid	Manual	4.3	50,281	109,976	9,295	High
i3	2,013	South America	Grey	Electric	Manual	1.5	51,010	97,094	2,691	Low
3 Series	2,015	South America	Blue	Diesel	Manual	2.7	153,203	112,256	6,641	Low
5 Series	2,012	Europe	Blue	Electric	Automatic	3.2	116,296	44,223	8,922	High
X5	2,015	South America	White	Diesel	Automatic	4.4	116,114	64,642	1,101	Low
3 Series	2,011	Europe	Blue	Diesel	Manual	4.4	73,741	87,165	6,874	Low
M3	2,011	South America	Grey	Petrol	Manual	4	53,735	69,649	9,947	High
M5	2,022	Middle East	Blue	Electric	Automatic	2.4	36,977	108,043	5,543	Low
7 Series	2,018	North America	White	Petrol	Manual	4	190,203	106,952	1,179	Low
X5	2,016	Middle East	White	Hybrid	Automatic	2.4	11,493	63,512	5,466	Low
i3	2,012	North America	Red	Petrol	Manual	2.3	62,529	49,625	3,910	Low
i3	2,022	Africa	Blue	Diesel	Manual	3.4	143,013	56,948	3,270	Low
X1	2,020	South America	Black	Petrol	Manual	3.9	43,562	57,009	2,126	Low
i8	2,010	North America	Silver	Petrol	Automatic	1.7	187,638	112,293	2,162	Low
7 Series	2,017	Africa	Black	Hybrid	Manual	1.7	185,208	108,131	2,618	Low
7 Series	2,023	Middle East	Red	Diesel	Manual	4.2	180,989	36,809	2,756	Low
X6	2,015	South America	Red	Diesel	Manual	4.5	122,075	100,109	4,506	Low
7 Series	2,016	South America	Red	Diesel	Manual	3.6	183,640	89,823	3,211	Low
5 Series	2,018	South America	Black	Petrol	Automatic	3	94,844	56,502	7,452	High

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