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	2,017	Africa	Red	Electric	Manual	3.1	60,043	117,684	5,024	Low
X5	2,014	South America	Black	Diesel	Manual	1.7	101,541	103,571	7,929	High
i8	2,011	Africa	Silver	Diesel	Manual	3.5	76,089	116,640	8,864	High
i3	2,011	South America	Black	Diesel	Automatic	3.5	82,373	106,927	7,063	High
X6	2,013	South America	Grey	Petrol	Manual	5	146,869	70,211	2,309	Low
X3	2,016	Asia	Grey	Hybrid	Automatic	3.7	153,817	37,952	2,153	Low
i8	2,023	Africa	Black	Diesel	Automatic	2.9	121,815	89,343	1,081	Low
X3	2,019	Europe	Grey	Electric	Manual	4.3	168,685	97,643	6,223	Low
X6	2,013	Africa	Grey	Diesel	Manual	2.7	75,903	68,597	8,456	High
7 Series	2,018	Middle East	Black	Electric	Automatic	3.4	180,993	56,706	2,466	Low
i3	2,011	South America	Grey	Electric	Manual	1.7	109,560	102,141	8,269	High
7 Series	2,015	Middle East	Black	Petrol	Manual	2.6	131,517	54,611	8,555	High
X5	2,013	South America	Silver	Hybrid	Automatic	3.3	103,100	85,789	4,359	Low
7 Series	2,015	Middle East	Blue	Electric	Manual	4	19,103	41,549	1,972	Low
7 Series	2,019	Middle East	Black	Electric	Manual	1.8	84,485	86,020	8,225	High
7 Series	2,018	Europe	Red	Hybrid	Manual	4.3	102,201	99,600	8,796	High
M5	2,019	North America	Blue	Diesel	Manual	4.7	61,888	36,255	4,155	Low
M3	2,021	Europe	Silver	Petrol	Automatic	2.5	14,441	73,116	6,637	Low
i3	2,018	North America	Silver	Hybrid	Manual	4.2	168,565	97,602	5,426	Low
X1	2,018	Middle East	White	Hybrid	Manual	2.1	106,744	89,653	8,993	High
X1	2,018	Europe	Red	Diesel	Manual	3.3	27,399	78,393	4,803	Low
X5	2,012	North America	Silver	Electric	Automatic	4.3	131,965	35,766	9,811	High
7 Series	2,021	North America	Silver	Petrol	Manual	2.9	84,790	97,713	298	Low
i8	2,020	South America	Grey	Petrol	Automatic	1.6	172,247	84,909	1,031	Low
M5	2,023	North America	White	Electric	Manual	3.4	137,484	36,273	5,683	Low
3 Series	2,018	North America	White	Hybrid	Manual	4.5	6,027	48,774	9,114	High
M5	2,012	Europe	White	Petrol	Manual	1.9	142,094	49,927	7,044	High
7 Series	2,019	South America	Red	Hybrid	Automatic	1.6	167,021	73,127	5,579	Low
i8	2,012	Asia	White	Electric	Automatic	4.3	51,658	49,890	3,266	Low
X5	2,014	South America	Blue	Diesel	Manual	2.4	30,212	105,480	3,464	Low
X1	2,015	Europe	Blue	Diesel	Manual	2.8	160,402	39,146	2,642	Low
X5	2,018	South America	Red	Hybrid	Automatic	1.8	196,353	118,342	7,531	High
X6	2,010	Europe	Grey	Petrol	Automatic	1.8	180,899	33,522	7,785	High
M3	2,024	Middle East	Black	Hybrid	Automatic	3.7	46,202	77,957	410	Low
X5	2,017	South America	White	Electric	Manual	3.4	34,078	86,238	3,911	Low
i3	2,023	Europe	Blue	Hybrid	Automatic	2.5	169,518	84,536	7,023	High
M3	2,023	Asia	Silver	Hybrid	Automatic	3.1	167,517	48,221	6,816	Low
M3	2,013	Africa	Red	Electric	Automatic	2.9	179,725	88,962	5,720	Low
X5	2,019	South America	Black	Petrol	Automatic	3.9	137,914	52,934	2,848	Low
5 Series	2,016	Africa	Blue	Diesel	Automatic	4.5	134,166	90,210	704	Low
X1	2,015	Africa	Blue	Petrol	Manual	4.2	172,358	98,110	6,972	Low
M3	2,024	North America	Blue	Hybrid	Automatic	1.5	122,900	32,187	7,575	High
X6	2,015	Middle East	Blue	Hybrid	Automatic	1.8	101,319	42,580	4,770	Low
5 Series	2,016	Europe	Red	Diesel	Automatic	3	167,363	102,372	4,174	Low
7 Series	2,013	Middle East	Red	Petrol	Automatic	4.5	174,791	98,364	7,557	High
3 Series	2,015	Asia	Grey	Diesel	Automatic	2.3	24,680	40,756	3,027	Low
X6	2,012	Africa	Red	Electric	Manual	4.6	51,274	111,535	6,265	Low
X6	2,014	North America	Grey	Hybrid	Manual	1.9	45,841	110,274	5,276	Low
i8	2,022	Middle East	Blue	Hybrid	Automatic	1.8	173,204	81,659	5,576	Low
i3	2,022	South America	Grey	Diesel	Automatic	4.7	58,846	58,896	1,021	Low
M3	2,023	Middle East	Grey	Hybrid	Manual	2.1	61,320	73,077	6,272	Low
X3	2,024	South America	White	Hybrid	Manual	3.1	34,732	41,506	1,293	Low
X6	2,022	Middle East	Silver	Electric	Manual	2.6	86,625	78,462	9,909	High
M3	2,011	Middle East	Grey	Electric	Automatic	2	70,736	110,289	7,766	High
X5	2,012	Middle East	Red	Diesel	Manual	3.7	110,996	108,373	4,119	Low
M5	2,022	Africa	Grey	Diesel	Manual	4.9	78,550	46,863	122	Low
X5	2,018	Middle East	Blue	Hybrid	Manual	3.8	135,339	86,444	2,003	Low
5 Series	2,015	Asia	White	Petrol	Manual	2.7	156,195	74,737	3,721	Low
X1	2,012	South America	Black	Electric	Automatic	4	51,491	85,157	7,521	High
X6	2,011	South America	Black	Diesel	Manual	2	112,794	48,439	3,390	Low
7 Series	2,014	South America	Blue	Diesel	Automatic	3.5	8,695	55,903	8,554	High
M5	2,019	Africa	Black	Petrol	Manual	3.1	142,656	91,433	5,725	Low
5 Series	2,023	North America	Silver	Electric	Automatic	2.8	110,800	39,765	3,481	Low
M3	2,014	Middle East	Blue	Petrol	Automatic	4.1	3,272	53,935	5,698	Low
3 Series	2,010	Middle East	White	Diesel	Manual	1.9	191,381	101,865	4,432	Low
i8	2,012	North America	Black	Diesel	Automatic	3.4	170,333	89,924	867	Low
M3	2,016	Middle East	White	Electric	Manual	4.5	77,303	86,456	4,978	Low
5 Series	2,018	Africa	Grey	Hybrid	Manual	2.2	190,249	63,069	146	Low
X6	2,014	Africa	White	Petrol	Manual	2.4	36,814	98,307	3,896	Low
X3	2,013	Africa	Blue	Hybrid	Manual	3.8	90,607	117,196	1,845	Low
M3	2,012	Middle East	Black	Hybrid	Automatic	4.2	46,143	37,997	8,687	High
i8	2,019	Asia	Silver	Hybrid	Automatic	2.5	18,315	30,835	1,102	Low
M5	2,022	Asia	Red	Petrol	Automatic	2.8	145,646	75,883	8,194	High
X1	2,018	Asia	Silver	Electric	Automatic	4.1	109,488	46,206	9,740	High
X5	2,023	Africa	Silver	Diesel	Automatic	2.5	15,365	33,703	1,453	Low
i3	2,016	Middle East	White	Diesel	Automatic	3.8	58,476	111,651	6,717	Low
M3	2,021	Asia	Grey	Electric	Manual	2.1	106,945	53,042	5,500	Low
5 Series	2,016	Middle East	Black	Electric	Manual	2.9	100,031	58,605	6,476	Low
i3	2,023	Africa	White	Electric	Manual	3.9	169,219	111,289	5,238	Low
X3	2,022	Europe	Silver	Electric	Manual	3.1	166,757	105,221	4,677	Low
M3	2,017	South America	Grey	Diesel	Manual	1.6	193,450	109,530	8,125	High
i3	2,019	Africa	White	Diesel	Manual	2.9	129,730	95,287	1,954	Low
X3	2,010	North America	Black	Petrol	Manual	2.5	16,072	51,730	989	Low
X1	2,020	Africa	Grey	Petrol	Manual	1.9	118,529	78,437	7,502	High
X5	2,013	Africa	Red	Petrol	Manual	1.5	25,078	98,563	4,880	Low
M5	2,022	Middle East	Silver	Hybrid	Manual	1.7	176,146	41,137	7,115	High
X6	2,022	Africa	Blue	Electric	Automatic	4.8	73,472	110,137	5,003	Low
X1	2,014	North America	White	Diesel	Automatic	4.1	3,700	117,414	9,551	High
i8	2,014	Africa	Red	Diesel	Manual	4.8	144,625	100,758	1,879	Low
X3	2,010	South America	Red	Electric	Manual	1.9	1,348	81,372	4,674	Low
i8	2,012	North America	Blue	Hybrid	Automatic	3.5	19,590	43,796	8,051	High
X5	2,011	Asia	White	Electric	Manual	1.8	22,181	68,509	4,979	Low
X3	2,021	Asia	Silver	Hybrid	Automatic	1.6	29,449	61,359	266	Low
7 Series	2,016	Europe	White	Diesel	Automatic	3.1	23,319	74,776	1,953	Low
5 Series	2,022	Asia	White	Electric	Manual	3.8	177,157	77,984	7,923	High
M5	2,023	South America	Grey	Petrol	Automatic	1.7	84,459	69,217	8,141	High
X6	2,014	North America	Silver	Electric	Manual	2.8	153,462	106,985	7,868	High
3 Series	2,012	Middle East	Red	Diesel	Automatic	1.8	39,517	71,833	9,824	High
X3	2,020	Europe	Black	Hybrid	Manual	2.8	114,095	65,546	1,998	Low
3 Series	2,017	Africa	Blue	Hybrid	Manual	3.2	32,218	66,138	6,394	Low

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