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
i3	2,018	North America	Silver	Petrol	Automatic	4.5	164,135	94,874	8,126	High
7 Series	2,021	Europe	White	Electric	Manual	4.5	51,343	74,078	5,265	Low
X5	2,010	Asia	Red	Diesel	Automatic	2.2	15,641	96,026	3,830	Low
5 Series	2,023	South America	Blue	Diesel	Manual	3	33,096	41,237	512	Low
X5	2,011	Asia	Black	Petrol	Manual	3	154,063	109,828	362	Low
5 Series	2,011	South America	Red	Diesel	Manual	2.9	60,405	98,573	1,808	Low
M5	2,015	South America	Silver	Hybrid	Automatic	3.3	106,062	85,046	2,011	Low
M3	2,010	Asia	Red	Electric	Automatic	1.8	151,123	98,586	5,848	Low
X5	2,020	South America	Silver	Petrol	Manual	4.5	149,890	110,839	2,443	Low
7 Series	2,010	North America	Silver	Petrol	Automatic	2.5	129,668	52,961	7,975	High
X1	2,011	Asia	White	Hybrid	Automatic	1.5	132,519	50,855	2,490	Low
5 Series	2,024	North America	White	Electric	Automatic	3.9	37,558	91,295	625	Low
X3	2,021	Africa	Grey	Petrol	Automatic	3.8	20,454	109,159	7,372	High
i8	2,022	Middle East	Grey	Electric	Automatic	4.9	28,748	57,861	6,712	Low
M5	2,013	Africa	White	Hybrid	Automatic	4	59,626	112,112	1,561	Low
X6	2,011	Africa	Red	Diesel	Manual	2.7	146,396	107,452	7,146	High
7 Series	2,013	Africa	Grey	Hybrid	Manual	4.8	3,821	58,076	7,026	High
i3	2,012	Africa	White	Petrol	Manual	2.8	13,766	40,880	1,927	Low
5 Series	2,012	Europe	Black	Hybrid	Automatic	4.4	168,884	77,097	7,331	High
M3	2,024	Africa	Silver	Electric	Manual	2.7	165,623	50,031	8,773	High
i3	2,018	North America	Silver	Hybrid	Automatic	1.7	190,874	39,133	135	Low
X5	2,017	Asia	Grey	Electric	Automatic	4.1	192,840	67,855	794	Low
5 Series	2,021	Middle East	White	Electric	Manual	2.7	117,411	72,580	6,113	Low
5 Series	2,021	Asia	Black	Hybrid	Manual	2.7	84,709	63,416	7,843	High
i3	2,019	Africa	Black	Petrol	Automatic	4	117,483	42,778	6,578	Low
X1	2,018	Asia	Black	Hybrid	Manual	2.6	84,006	64,803	6,513	Low
X5	2,010	Middle East	Red	Electric	Automatic	1.9	5,578	74,109	5,337	Low
5 Series	2,021	Africa	White	Diesel	Manual	2.9	42,808	93,862	5,743	Low
7 Series	2,014	Middle East	Silver	Hybrid	Manual	4.4	196,771	104,699	8,689	High
M5	2,021	Europe	Silver	Electric	Automatic	2	136,305	118,362	3,591	Low
X5	2,021	Europe	Black	Hybrid	Manual	3.4	153,094	87,524	5,132	Low
M3	2,013	Europe	Red	Electric	Automatic	2	18,022	84,641	9,917	High
X3	2,020	North America	Silver	Diesel	Automatic	1.7	20,628	35,384	8,738	High
5 Series	2,023	Middle East	White	Electric	Manual	2.8	133,902	91,247	123	Low
i3	2,018	Asia	White	Diesel	Automatic	3.8	167,725	77,885	6,291	Low
M3	2,023	Africa	Black	Petrol	Manual	2.5	160,954	69,015	5,334	Low
X5	2,012	Africa	Blue	Hybrid	Manual	3.1	90,792	77,049	6,467	Low
3 Series	2,014	North America	Grey	Diesel	Manual	3.2	30,005	34,332	5,914	Low
7 Series	2,017	North America	White	Hybrid	Manual	4.4	122,696	36,483	7,670	High
i8	2,019	North America	Silver	Electric	Manual	4.4	48,907	111,041	9,736	High
3 Series	2,024	North America	Red	Hybrid	Automatic	1.5	117,895	69,740	2,816	Low
X6	2,014	Africa	Black	Diesel	Automatic	2.9	61,333	89,975	9,579	High
i8	2,018	Middle East	Grey	Petrol	Manual	3.8	41,198	99,067	6,447	Low
i3	2,011	South America	Red	Diesel	Automatic	4.5	167,201	36,433	3,727	Low
X5	2,015	Europe	Red	Petrol	Manual	1.7	131,411	43,153	1,792	Low
M5	2,014	Africa	Black	Diesel	Manual	3.7	4,970	47,696	300	Low
i8	2,018	Asia	White	Petrol	Automatic	4.4	22,879	80,068	3,863	Low
M3	2,016	North America	Grey	Petrol	Automatic	2.4	177,638	52,293	6,044	Low
X3	2,017	Asia	Red	Hybrid	Automatic	2.2	36,883	69,575	9,200	High
X5	2,016	Europe	Black	Hybrid	Manual	3.1	198,469	88,161	1,279	Low
X6	2,022	Africa	Grey	Electric	Automatic	4.9	92,770	104,481	9,487	High
3 Series	2,019	Asia	Silver	Hybrid	Automatic	3.9	140,952	41,158	3,832	Low
M3	2,019	Africa	Silver	Petrol	Manual	3	40,845	116,845	4,786	Low
M5	2,014	Asia	Grey	Electric	Automatic	1.6	159,712	37,577	7,808	High
X1	2,020	Africa	Blue	Petrol	Manual	3.4	65,127	67,297	3,848	Low
X3	2,022	Asia	Blue	Diesel	Manual	2.7	2,490	31,140	5,279	Low
M3	2,023	Europe	Silver	Electric	Manual	2.1	143,503	66,973	8,354	High
M5	2,014	North America	Black	Diesel	Automatic	3.3	98,165	41,789	9,067	High
M5	2,022	Middle East	White	Hybrid	Manual	2.7	37,733	77,388	9,083	High
5 Series	2,020	Middle East	Red	Petrol	Automatic	1.6	7,912	66,593	2,916	Low
X6	2,013	Africa	Grey	Diesel	Automatic	4	108,275	33,577	3,185	Low
i8	2,011	North America	Black	Petrol	Automatic	4.1	120,933	93,550	6,841	Low
X6	2,023	Asia	Red	Petrol	Manual	3.7	56,642	59,783	9,560	High
X6	2,018	Africa	White	Hybrid	Manual	4.4	110,117	51,045	169	Low
3 Series	2,019	Africa	Red	Electric	Manual	2.2	159,689	110,516	7,804	High
X6	2,019	Africa	Black	Petrol	Manual	2.5	129,964	97,352	7,719	High
X3	2,021	Asia	Blue	Petrol	Manual	3.1	11,488	36,244	7,221	High
X3	2,019	Europe	White	Diesel	Automatic	1.7	14,686	75,028	2,087	Low
M5	2,019	Asia	Red	Hybrid	Manual	4.6	189,803	109,647	1,112	Low
X5	2,012	South America	Grey	Diesel	Manual	3.2	43,756	83,679	8,064	High
i3	2,020	Middle East	Grey	Electric	Manual	2.6	46,232	116,592	6,476	Low
M3	2,020	Africa	White	Petrol	Automatic	3.2	147,277	49,449	2,557	Low
X5	2,012	Africa	Grey	Petrol	Automatic	2.6	142,643	45,553	3,802	Low
X3	2,012	Europe	White	Hybrid	Manual	2.5	90,730	70,133	9,414	High
3 Series	2,017	South America	Silver	Petrol	Automatic	3.1	50,989	95,854	9,299	High
X6	2,015	Europe	Blue	Hybrid	Automatic	3.2	31,609	103,240	550	Low
X6	2,010	North America	Blue	Petrol	Manual	3	123,655	93,624	8,191	High
i3	2,021	South America	Grey	Electric	Manual	3.4	20,407	94,249	4,644	Low
X5	2,022	Europe	Blue	Diesel	Manual	4.2	195,340	68,060	2,671	Low
X3	2,024	Asia	Black	Diesel	Automatic	1.7	32,589	110,790	5,069	Low
i8	2,023	Europe	Red	Electric	Manual	4.3	124,862	87,180	7,805	High
X6	2,012	Europe	Red	Petrol	Automatic	2.3	102,670	57,019	5,463	Low
X5	2,013	Asia	Blue	Diesel	Manual	2.4	39,220	115,415	9,998	High
X5	2,022	South America	Silver	Diesel	Automatic	3.6	19,443	109,246	7,545	High
7 Series	2,011	Middle East	Silver	Diesel	Automatic	4.9	141,572	47,945	7,276	High
M3	2,015	Asia	Red	Hybrid	Manual	1.6	45,378	117,401	2,141	Low
M5	2,019	South America	Grey	Petrol	Automatic	3.9	171,616	63,064	4,192	Low
M3	2,021	South America	White	Hybrid	Automatic	3.9	141,330	76,467	2,009	Low
X6	2,010	Africa	Blue	Electric	Automatic	3.5	99,742	105,590	2,473	Low
X5	2,010	South America	Blue	Petrol	Manual	1.5	160,863	73,799	3,241	Low
3 Series	2,017	Asia	Grey	Diesel	Manual	3.6	76,596	53,812	5,950	Low
3 Series	2,013	Asia	Red	Petrol	Automatic	1.9	100,929	105,998	937	Low
M3	2,024	Middle East	Blue	Electric	Automatic	1.8	59,512	76,508	9,776	High
X6	2,024	Asia	Black	Hybrid	Manual	3.9	70,863	83,171	1,357	Low
3 Series	2,010	North America	White	Diesel	Manual	4	87,423	95,197	5,527	Low
5 Series	2,016	Middle East	Grey	Electric	Manual	4.6	1,284	85,982	4,096	Low
X3	2,018	Asia	Silver	Electric	Automatic	1.5	52,637	73,600	6,802	Low
X5	2,019	South America	White	Electric	Manual	2.8	143,408	30,956	8,421	High
3 Series	2,016	South America	Grey	Petrol	Automatic	1.5	59,449	106,586	3,523	Low
X3	2,010	Middle East	White	Hybrid	Automatic	2.8	91,537	60,744	5,587	Low

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