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	2,023	Asia	Silver	Diesel	Manual	3.3	176,991	65,537	6,442	Low
5 Series	2,016	Europe	Black	Diesel	Manual	1.8	99,198	115,121	9,079	High
M5	2,019	Africa	Grey	Petrol	Manual	4.9	146,512	30,199	4,296	Low
7 Series	2,011	Africa	Silver	Diesel	Manual	2.3	186,241	116,871	5,454	Low
i8	2,015	Asia	Black	Hybrid	Manual	2.2	68,510	72,936	9,477	High
X6	2,024	Middle East	Red	Hybrid	Automatic	4.6	95,093	34,608	1,237	Low
X5	2,012	South America	Red	Hybrid	Automatic	4.9	53,892	110,435	4,368	Low
i8	2,013	Asia	White	Hybrid	Manual	3.9	2,247	51,103	3,292	Low
7 Series	2,020	South America	Silver	Diesel	Automatic	1.9	15,631	95,966	9,495	High
5 Series	2,024	North America	Black	Petrol	Manual	3.2	197,179	80,402	627	Low
M5	2,022	Africa	Blue	Hybrid	Manual	4.4	60,930	66,305	851	Low
7 Series	2,017	Europe	Blue	Petrol	Automatic	3.5	99,449	98,897	3,474	Low
X3	2,023	Asia	Black	Electric	Manual	2	36,067	30,228	9,270	High
X6	2,012	Europe	Blue	Petrol	Manual	2.1	54,816	82,590	4,172	Low
M5	2,019	Europe	Red	Petrol	Manual	4.5	176,453	99,398	6,876	Low
X5	2,015	Asia	White	Petrol	Manual	3.3	154,207	79,591	9,851	High
i3	2,010	Europe	Grey	Hybrid	Manual	4	68,881	31,605	7,614	High
M3	2,016	Middle East	Silver	Petrol	Automatic	2.8	152,835	87,534	828	Low
7 Series	2,017	South America	White	Electric	Automatic	3.4	141,659	59,385	7,847	High
7 Series	2,020	Europe	Red	Petrol	Automatic	4.9	12,962	38,874	1,539	Low
M3	2,023	Asia	Blue	Petrol	Automatic	2.7	94,071	48,092	5,741	Low
7 Series	2,017	Africa	Red	Petrol	Manual	3.9	80,417	43,211	4,985	Low
M5	2,012	South America	Silver	Electric	Manual	2.1	198,768	91,790	4,021	Low
3 Series	2,023	South America	Silver	Hybrid	Manual	1.9	135,332	67,731	5,581	Low
X3	2,019	Asia	Red	Petrol	Manual	4.2	140,768	107,749	1,399	Low
3 Series	2,010	Asia	Silver	Diesel	Manual	4.5	75,748	32,720	1,294	Low
M5	2,018	Asia	Silver	Hybrid	Automatic	3.8	159,931	117,999	801	Low
i8	2,022	Africa	White	Hybrid	Automatic	2.1	97,387	88,015	3,299	Low
X6	2,015	North America	Black	Petrol	Automatic	2.3	159,510	103,930	6,920	Low
i3	2,020	Europe	Silver	Electric	Manual	4.7	167,818	110,515	7,756	High
5 Series	2,018	Asia	White	Petrol	Automatic	2.5	154,226	60,021	9,404	High
3 Series	2,016	Asia	Silver	Petrol	Manual	4.4	130,081	60,367	4,783	Low
M3	2,010	Asia	Black	Hybrid	Manual	2.5	72,280	90,703	2,037	Low
5 Series	2,021	Middle East	Red	Petrol	Manual	4.8	123,183	61,910	5,856	Low
i3	2,021	Africa	Black	Petrol	Automatic	4.7	32,839	56,089	6,335	Low
i3	2,010	South America	Silver	Hybrid	Manual	1.7	22,149	51,736	1,718	Low
X5	2,015	North America	Blue	Petrol	Manual	4.2	76,375	58,153	1,652	Low
X6	2,014	South America	Blue	Hybrid	Manual	2.1	31,443	47,943	4,465	Low
i8	2,018	South America	Black	Hybrid	Automatic	2.3	136,450	32,041	2,093	Low
5 Series	2,011	South America	Blue	Diesel	Automatic	3.1	42,856	114,384	4,941	Low
M3	2,017	South America	Black	Hybrid	Manual	3.5	36,536	111,905	9,988	High
X5	2,020	Middle East	Black	Petrol	Automatic	2.6	10,322	73,416	3,070	Low
X1	2,014	Africa	Grey	Diesel	Manual	3.5	1,664	89,253	3,398	Low
X3	2,011	North America	White	Petrol	Manual	2.1	89,858	46,840	7,786	High
i8	2,022	Africa	Black	Electric	Manual	1.6	79,872	68,935	8,663	High
M3	2,019	North America	Red	Petrol	Automatic	3.5	43,374	39,797	2,427	Low
3 Series	2,020	Asia	Black	Electric	Automatic	3.3	129,028	59,749	5,110	Low
i3	2,020	Europe	White	Diesel	Manual	3.9	24,219	88,148	4,333	Low
X6	2,021	Europe	Red	Diesel	Manual	3.8	138,223	31,724	3,499	Low
X1	2,015	Asia	Silver	Electric	Manual	4.6	43,076	55,456	8,218	High
5 Series	2,019	Europe	Blue	Electric	Manual	3.1	66,130	34,208	2,591	Low
X1	2,017	North America	Red	Electric	Manual	1.5	190,251	118,103	8,767	High
X5	2,013	Europe	Black	Hybrid	Automatic	3.7	5,004	99,286	6,691	Low
i8	2,011	Europe	Silver	Electric	Manual	3.9	32,733	73,782	7,481	High
M3	2,021	Middle East	White	Petrol	Automatic	3.3	64,711	50,694	1,283	Low
7 Series	2,020	North America	Silver	Petrol	Automatic	3.9	196,176	96,611	8,857	High
7 Series	2,014	Asia	Grey	Electric	Automatic	2.6	64,075	117,103	1,912	Low
i8	2,024	South America	White	Hybrid	Automatic	2	158,202	100,376	7,203	High
7 Series	2,021	Asia	Blue	Hybrid	Manual	3.8	165,101	34,116	3,926	Low
5 Series	2,011	Europe	Black	Petrol	Manual	2.4	37,148	50,417	4,784	Low
X6	2,011	North America	Grey	Electric	Manual	3.1	193,770	50,762	7,037	High
X1	2,024	Africa	Grey	Diesel	Manual	3.2	43,969	109,133	5,676	Low
X5	2,015	North America	Red	Hybrid	Manual	3.2	146,209	116,693	1,209	Low
X1	2,020	Asia	Red	Hybrid	Manual	3.6	53,696	87,686	6,209	Low
3 Series	2,019	Asia	Grey	Diesel	Automatic	1.6	9,417	42,898	3,438	Low
3 Series	2,018	Europe	Silver	Hybrid	Manual	5	146,453	87,125	8,114	High
i3	2,022	South America	Black	Petrol	Automatic	4	146,100	97,550	5,462	Low
i8	2,013	North America	Black	Petrol	Automatic	3	97,780	58,529	6,914	Low
X5	2,015	Europe	Silver	Hybrid	Automatic	2.2	38,146	55,160	9,780	High
M5	2,016	North America	Black	Electric	Automatic	1.8	134,829	43,011	2,724	Low
X5	2,022	Africa	Silver	Diesel	Manual	3.9	27,000	116,432	3,399	Low
i3	2,020	Africa	Black	Hybrid	Automatic	2.6	156,888	35,303	4,896	Low
M5	2,015	Africa	White	Hybrid	Manual	2.3	150,696	35,356	7,462	High
7 Series	2,017	Africa	Silver	Petrol	Manual	2.8	119,308	115,599	7,856	High
5 Series	2,013	North America	Red	Diesel	Manual	3.6	28,221	71,042	9,503	High
X6	2,021	Europe	Red	Hybrid	Manual	3.9	154,022	95,105	7,255	High
7 Series	2,024	Africa	Black	Diesel	Automatic	3.8	132,010	94,762	7,656	High
3 Series	2,010	South America	Grey	Petrol	Automatic	4.5	33,108	119,046	7,798	High
3 Series	2,016	Middle East	Black	Hybrid	Automatic	2.3	102,778	35,561	8,522	High
7 Series	2,012	South America	Silver	Petrol	Automatic	3.7	10,023	78,736	5,624	Low
3 Series	2,023	Africa	Red	Petrol	Manual	1.9	138,628	95,841	662	Low
5 Series	2,015	South America	Silver	Diesel	Manual	3.4	160,992	104,707	1,215	Low
M3	2,011	Middle East	Blue	Electric	Manual	3.5	147,010	62,275	8,308	High
5 Series	2,018	North America	White	Petrol	Automatic	2.3	110,908	46,847	9,082	High
X1	2,010	Asia	Grey	Petrol	Manual	2.9	115,593	66,860	1,242	Low
7 Series	2,015	Europe	Grey	Hybrid	Manual	4.4	70,144	41,343	1,058	Low
X6	2,015	North America	Silver	Electric	Manual	2	6,473	64,378	4,533	Low
i8	2,014	South America	Blue	Hybrid	Automatic	3	187,742	41,041	3,900	Low
3 Series	2,022	Europe	Grey	Electric	Manual	4.8	141,291	95,805	8,869	High
M3	2,014	Europe	Silver	Hybrid	Manual	3.3	135,195	69,699	3,297	Low
X1	2,010	Africa	Grey	Hybrid	Automatic	4	38,746	76,118	2,685	Low
X5	2,019	Middle East	White	Diesel	Manual	4.4	169,525	72,252	4,134	Low
3 Series	2,021	Asia	White	Hybrid	Manual	2.2	72,310	83,444	5,547	Low
i8	2,014	Middle East	Black	Petrol	Manual	2.3	135,562	73,628	8,953	High
7 Series	2,011	North America	Blue	Hybrid	Automatic	4.2	144,084	64,491	870	Low
i3	2,016	Europe	Red	Electric	Automatic	4.1	8,484	33,625	3,606	Low
X5	2,012	Europe	Silver	Petrol	Automatic	1.7	173,304	31,021	548	Low
X3	2,022	South America	White	Diesel	Manual	2.6	175,521	92,874	2,782	Low
M5	2,024	Middle East	Blue	Electric	Automatic	2.9	40,597	99,242	7,793	High
i3	2,013	Europe	Red	Petrol	Automatic	4.4	197,577	52,460	2,740	Low

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