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
X5	2,012	Middle East	Black	Hybrid	Automatic	3	108,470	41,726	9,472	High
X6	2,012	North America	White	Diesel	Manual	4.7	44,675	97,414	3,039	Low
X5	2,013	Europe	Silver	Diesel	Manual	5	99,972	71,390	3,401	Low
X5	2,014	Asia	Blue	Diesel	Automatic	4.2	149,758	95,210	2,797	Low
i8	2,010	Middle East	Grey	Electric	Manual	3.8	134,351	95,044	4,960	Low
3 Series	2,013	Middle East	White	Diesel	Manual	2.9	139,666	90,799	352	Low
M5	2,021	Europe	Grey	Petrol	Automatic	1.7	33,806	71,085	8,778	High
X5	2,021	Africa	Red	Hybrid	Manual	3.5	84,274	106,393	5,770	Low
M5	2,020	Middle East	Silver	Petrol	Manual	2.8	5,272	85,048	6,989	Low
M5	2,017	South America	Grey	Petrol	Automatic	2.7	45,259	41,690	644	Low
X3	2,019	Europe	Grey	Petrol	Manual	3.9	156,640	48,197	8,980	High
5 Series	2,016	Middle East	Grey	Petrol	Automatic	3.1	109,929	98,400	6,512	Low
7 Series	2,018	Europe	Grey	Diesel	Automatic	4.1	80,967	57,374	8,252	High
i3	2,014	Asia	White	Hybrid	Automatic	2.9	24,244	84,754	3,207	Low
3 Series	2,022	South America	Black	Hybrid	Automatic	2	28,738	70,039	8,560	High
3 Series	2,024	Middle East	Black	Petrol	Manual	3.1	68,779	95,355	5,349	Low
5 Series	2,019	Middle East	Blue	Electric	Manual	4.8	131,877	80,746	5,349	Low
M3	2,013	Middle East	Black	Petrol	Manual	4.3	160,444	56,122	1,728	Low
M3	2,017	Africa	Red	Electric	Manual	2.2	160,324	88,173	9,260	High
i8	2,018	Africa	Black	Diesel	Automatic	2.9	54,317	112,199	129	Low
7 Series	2,022	Asia	Silver	Electric	Manual	4.7	86,118	66,413	1,669	Low
3 Series	2,016	North America	Grey	Hybrid	Manual	1.9	117,563	75,362	7,431	High
M5	2,023	Asia	Silver	Petrol	Automatic	2.4	11,295	85,115	9,866	High
X5	2,016	Europe	Red	Electric	Automatic	2.4	151,291	81,978	5,717	Low
X1	2,014	North America	Blue	Hybrid	Manual	3.5	193,938	78,249	7,236	High
X5	2,013	South America	Silver	Electric	Automatic	2.9	167,450	94,133	3,802	Low
M3	2,023	South America	Blue	Petrol	Manual	1.8	67,028	80,089	930	Low
X1	2,019	North America	White	Electric	Manual	3.7	7,457	97,853	9,219	High
5 Series	2,010	Middle East	Red	Electric	Manual	1.8	103,745	69,853	7,319	High
3 Series	2,019	Africa	Blue	Diesel	Manual	3.6	78,964	45,993	9,471	High
5 Series	2,019	Middle East	White	Petrol	Automatic	3.3	90,932	31,681	3,895	Low
3 Series	2,016	Asia	Silver	Electric	Manual	3.2	121,480	110,097	4,467	Low
3 Series	2,010	Africa	Red	Electric	Manual	1.7	43,678	115,190	5,851	Low
7 Series	2,010	North America	Grey	Diesel	Automatic	3.7	151,351	102,258	2,853	Low
X6	2,014	North America	Black	Diesel	Manual	3	186,719	106,329	6,771	Low
X6	2,022	Middle East	White	Hybrid	Manual	2.9	128,375	59,954	832	Low
i3	2,018	Africa	White	Diesel	Automatic	3.6	25,161	107,434	2,734	Low
3 Series	2,015	Asia	White	Diesel	Manual	3.6	94,616	75,066	318	Low
M5	2,012	Europe	Black	Electric	Manual	1.6	124,800	103,301	3,685	Low
i3	2,022	Asia	Silver	Diesel	Automatic	1.9	166,613	99,002	1,116	Low
X3	2,012	Europe	Black	Electric	Automatic	2.3	179,762	50,411	1,290	Low
7 Series	2,016	North America	Grey	Diesel	Automatic	3.9	91,060	93,820	6,897	Low
X6	2,015	Middle East	Blue	Electric	Automatic	3.5	3,541	41,021	9,553	High
X6	2,018	North America	Grey	Electric	Automatic	4.2	154,578	96,867	4,141	Low
3 Series	2,015	North America	Blue	Petrol	Automatic	4.1	34,492	82,018	6,966	Low
X1	2,014	North America	Black	Electric	Automatic	4.5	145,314	96,373	2,807	Low
3 Series	2,019	Asia	Grey	Petrol	Manual	2.8	101,611	118,400	195	Low
i3	2,016	Europe	White	Electric	Automatic	2.7	594	102,874	5,556	Low
X1	2,010	Africa	Grey	Hybrid	Automatic	4.4	44,826	54,781	3,084	Low
X5	2,021	North America	Grey	Electric	Manual	2.3	39,145	47,984	2,837	Low
M5	2,016	North America	White	Diesel	Automatic	3.1	21,019	65,575	4,815	Low
X3	2,012	Asia	Red	Petrol	Manual	2.2	129,161	107,199	9,029	High
7 Series	2,023	Europe	Blue	Hybrid	Manual	4.7	176,930	72,183	4,269	Low
M5	2,018	South America	Red	Diesel	Manual	2.9	114,053	57,410	6,329	Low
i8	2,024	North America	Silver	Hybrid	Manual	2.2	98,133	93,044	7,412	High
5 Series	2,015	Europe	Black	Electric	Manual	3.9	31,389	40,981	838	Low
i8	2,018	Africa	Grey	Electric	Manual	2.4	174,417	30,722	8,191	High
M3	2,022	South America	Black	Electric	Automatic	4.8	108,012	98,589	7,004	High
M3	2,024	Africa	Blue	Diesel	Manual	2.8	177,984	55,191	8,505	High
i3	2,014	Asia	Black	Petrol	Manual	3.8	128,707	54,686	7,147	High
M3	2,016	Middle East	White	Diesel	Automatic	2.7	125,117	82,466	4,149	Low
7 Series	2,022	South America	Grey	Petrol	Automatic	4.3	66,921	59,256	7,878	High
M3	2,023	North America	White	Hybrid	Automatic	4.6	81,071	102,500	5,625	Low
X5	2,013	South America	White	Petrol	Manual	4.3	64,663	49,500	6,725	Low
M5	2,024	Africa	Black	Hybrid	Automatic	4.5	183,978	65,561	9,871	High
7 Series	2,016	Europe	Silver	Petrol	Automatic	1.9	97,479	85,590	9,981	High
X3	2,022	North America	Red	Electric	Automatic	4.7	8,465	102,170	185	Low
X3	2,010	Africa	Silver	Diesel	Automatic	3.7	179,360	45,242	8,330	High
X6	2,016	Asia	White	Hybrid	Manual	4.5	177,757	98,459	1,884	Low
X6	2,017	Middle East	White	Diesel	Manual	3.9	102,920	92,902	4,313	Low
X3	2,014	Africa	White	Petrol	Manual	2.2	199,690	33,716	3,128	Low
3 Series	2,011	Europe	White	Petrol	Automatic	3.6	19,907	43,150	1,531	Low
X6	2,014	North America	Grey	Petrol	Manual	1.8	24,065	60,014	3,861	Low
X6	2,015	Middle East	Red	Hybrid	Manual	3.9	92,954	36,496	1,355	Low
X5	2,021	Europe	Blue	Diesel	Automatic	2.9	138,641	77,349	6,539	Low
5 Series	2,011	North America	Red	Diesel	Automatic	2	199,012	78,730	4,240	Low
3 Series	2,023	Europe	Grey	Petrol	Manual	4.9	76,449	59,250	8,215	High
X3	2,015	Middle East	Silver	Petrol	Manual	4.7	82,357	107,642	4,737	Low
X6	2,015	Europe	White	Electric	Automatic	4.6	107,530	97,745	9,971	High
5 Series	2,010	Middle East	Silver	Electric	Manual	4.3	1,473	58,733	6,349	Low
7 Series	2,023	Africa	Silver	Electric	Manual	3.9	110,878	67,043	6,299	Low
M3	2,010	Middle East	Red	Petrol	Automatic	3.8	107,435	59,832	1,122	Low
M5	2,023	Asia	Black	Petrol	Manual	1.9	159,799	62,335	961	Low
X5	2,020	South America	Red	Diesel	Automatic	4.7	344	114,810	9,100	High
i3	2,019	Middle East	Silver	Hybrid	Manual	4.6	7,401	98,080	4,486	Low
X5	2,012	Middle East	Black	Hybrid	Manual	4.1	146	94,384	6,460	Low
X3	2,023	North America	White	Electric	Manual	4.7	43,295	43,385	4,137	Low
3 Series	2,019	South America	Silver	Petrol	Automatic	3.4	94,627	112,222	7,641	High
X1	2,019	North America	Silver	Diesel	Automatic	3.1	152,134	89,591	1,291	Low
7 Series	2,024	Asia	Red	Petrol	Automatic	4.9	102,029	84,994	1,134	Low
3 Series	2,021	South America	Black	Hybrid	Automatic	3.1	130,426	65,568	642	Low
5 Series	2,012	Europe	Red	Petrol	Automatic	3.7	31,404	46,576	5,761	Low
3 Series	2,013	Asia	White	Electric	Manual	2.8	24,832	78,662	3,257	Low
i3	2,011	Asia	Silver	Diesel	Manual	3.7	142,515	60,072	5,705	Low
i8	2,018	Asia	White	Diesel	Manual	4	56,096	112,212	1,381	Low
5 Series	2,019	Asia	Red	Petrol	Automatic	3.7	89,249	116,592	7,877	High
X1	2,021	Africa	Red	Petrol	Manual	3.3	171,919	67,515	7,237	High
M3	2,020	Africa	Blue	Diesel	Manual	2.6	135,006	77,329	7,967	High
M5	2,023	North America	Red	Diesel	Automatic	3.8	184,440	55,731	3,267	Low
7 Series	2,016	South America	White	Electric	Automatic	4.7	175,745	56,988	5,583	Low

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